Task 8804275

Name ParityModified-1636181103-22992-1_0
Workunit 6283123
Created 8 Nov 2021, 19:51:03 UTC
Sent 14 Nov 2021, 9:40:14 UTC
Report deadline 21 Nov 2021, 9:40:14 UTC
Received 15 Nov 2021, 15:10:13 UTC
Server state Over
Outcome Validate error
Client state Done
Exit status 0 (0x00000000)
Computer ID 6950
Run time 1 hours 15 min 36 sec
CPU time 1 hours 15 min 11 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 5,116.42 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 2.08 GB
Peak swap size 4.31 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
11917 | val_loss: 0.031203 | Time: 2237.34 ms
[2021-11-15 15:50:21	                main:574]	:	INFO	:	Epoch 1521 | loss: 0.0311878 | val_loss: 0.0312021 | Time: 2207.74 ms
[2021-11-15 15:50:23	                main:574]	:	INFO	:	Epoch 1522 | loss: 0.0311872 | val_loss: 0.0312045 | Time: 2185.34 ms
[2021-11-15 15:50:25	                main:574]	:	INFO	:	Epoch 1523 | loss: 0.0311864 | val_loss: 0.0312103 | Time: 2193.85 ms
[2021-11-15 15:50:28	                main:574]	:	INFO	:	Epoch 1524 | loss: 0.0311929 | val_loss: 0.0312114 | Time: 2212.41 ms
[2021-11-15 15:50:30	                main:574]	:	INFO	:	Epoch 1525 | loss: 0.0312009 | val_loss: 0.031209 | Time: 2183.23 ms
[2021-11-15 15:50:32	                main:574]	:	INFO	:	Epoch 1526 | loss: 0.0312052 | val_loss: 0.0312055 | Time: 2198.1 ms
[2021-11-15 15:50:34	                main:574]	:	INFO	:	Epoch 1527 | loss: 0.0312014 | val_loss: 0.0312027 | Time: 2189.15 ms
[2021-11-15 15:50:36	                main:574]	:	INFO	:	Epoch 1528 | loss: 0.0311974 | val_loss: 0.0312002 | Time: 2196.56 ms
[2021-11-15 15:50:38	                main:574]	:	INFO	:	Epoch 1529 | loss: 0.0311971 | val_loss: 0.0312012 | Time: 2187.05 ms
[2021-11-15 15:50:41	                main:574]	:	INFO	:	Epoch 1530 | loss: 0.0311963 | val_loss: 0.0312019 | Time: 2208.64 ms
[2021-11-15 15:50:43	                main:574]	:	INFO	:	Epoch 1531 | loss: 0.031197 | val_loss: 0.031201 | Time: 2202.11 ms
[2021-11-15 15:50:45	                main:574]	:	INFO	:	Epoch 1532 | loss: 0.0311947 | val_loss: 0.0311998 | Time: 2194.96 ms
[2021-11-15 15:50:47	                main:574]	:	INFO	:	Epoch 1533 | loss: 0.031195 | val_loss: 0.0312006 | Time: 2197.9 ms
[2021-11-15 15:50:50	                main:574]	:	INFO	:	Epoch 1534 | loss: 0.0311923 | val_loss: 0.0312014 | Time: 2209.73 ms
[2021-11-15 15:50:52	                main:574]	:	INFO	:	Epoch 1535 | loss: 0.0311937 | val_loss: 0.0312029 | Time: 2196.46 ms
[2021-11-15 15:50:54	                main:574]	:	INFO	:	Epoch 1536 | loss: 0.0311928 | val_loss: 0.0311997 | Time: 2197.19 ms
[2021-11-15 15:50:56	                main:574]	:	INFO	:	Epoch 1537 | loss: 0.0311931 | val_loss: 0.0312064 | Time: 2191.14 ms
[2021-11-15 15:50:58	                main:574]	:	INFO	:	Epoch 1538 | loss: 0.0311994 | val_loss: 0.0312162 | Time: 2189.1 ms
[2021-11-15 15:51:01	                main:574]	:	INFO	:	Epoch 1539 | loss: 0.0311972 | val_loss: 0.0312019 | Time: 2201.19 ms
[2021-11-15 15:51:03	                main:574]	:	INFO	:	Epoch 1540 | loss: 0.0311948 | val_loss: 0.0312034 | Time: 2185.18 ms
[2021-11-15 15:51:05	                main:574]	:	INFO	:	Epoch 1541 | loss: 0.0311927 | val_loss: 0.0312011 | Time: 2183.74 ms
[2021-11-15 15:51:07	                main:574]	:	INFO	:	Epoch 1542 | loss: 0.0311898 | val_loss: 0.0311994 | Time: 2203.69 ms
[2021-11-15 15:51:09	                main:574]	:	INFO	:	Epoch 1543 | loss: 0.0311928 | val_loss: 0.0312016 | Time: 2172.1 ms
[2021-11-15 15:51:11	                main:574]	:	INFO	:	Epoch 1544 | loss: 0.0311902 | val_loss: 0.0311982 | Time: 2159.07 ms
[2021-11-15 15:51:14	                main:574]	:	INFO	:	Epoch 1545 | loss: 0.0311907 | val_loss: 0.0312061 | Time: 2185.54 ms
[2021-11-15 15:51:16	                main:574]	:	INFO	:	Epoch 1546 | loss: 0.0311951 | val_loss: 0.0312021 | Time: 2201.92 ms
[2021-11-15 15:51:18	                main:574]	:	INFO	:	Epoch 1547 | loss: 0.0311922 | val_loss: 0.0312007 | Time: 2225.61 ms
[2021-11-15 15:51:20	                main:574]	:	INFO	:	Epoch 1548 | loss: 0.0311888 | val_loss: 0.0311983 | Time: 2194.45 ms
[2021-11-15 15:51:22	                main:574]	:	INFO	:	Epoch 1549 | loss: 0.0311888 | val_loss: 0.0312009 | Time: 2198.7 ms
[2021-11-15 15:51:25	                main:574]	:	INFO	:	Epoch 1550 | loss: 0.0311899 | val_loss: 0.0312068 | Time: 2220.75 ms
[2021-11-15 15:51:27	                main:574]	:	INFO	:	Epoch 1551 | loss: 0.0311891 | val_loss: 0.031201 | Time: 2195.37 ms
[2021-11-15 15:51:29	                main:574]	:	INFO	:	Epoch 1552 | loss: 0.0311904 | val_loss: 0.0312005 | Time: 2189.85 ms
[2021-11-15 15:51:31	                main:574]	:	INFO	:	Epoch 1553 | loss: 0.0311922 | val_loss: 0.0312048 | Time: 2230.78 ms
[2021-11-15 15:51:33	                main:574]	:	INFO	:	Epoch 1554 | loss: 0.0311943 | val_loss: 0.0312081 | Time: 2195.25 ms
[2021-11-15 15:51:36	                main:574]	:	INFO	:	Epoch 1555 | loss: 0.0311941 | val_loss: 0.0312003 | Time: 2211.12 ms
[2021-11-15 15:51:38	                main:574]	:	INFO	:	Epoch 1556 | loss: 0.0311982 | val_loss: 0.0312163 | Time: 2198.55 ms
[2021-11-15 15:51:40	                main:574]	:	INFO	:	Epoch 1557 | loss: 0.0311975 | val_loss: 0.0312032 | Time: 2211.55 ms
[2021-11-15 15:51:42	                main:574]	:	INFO	:	Epoch 1558 | loss: 0.0311915 | val_loss: 0.0311999 | Time: 2175.55 ms
[2021-11-15 15:51:45	                main:574]	:	INFO	:	Epoch 1559 | loss: 0.0311894 | val_loss: 0.0311989 | Time: 2194.65 ms
[2021-11-15 15:51:47	                main:574]	:	INFO	:	Epoch 1560 | loss: 0.0311851 | val_loss: 0.0312006 | Time: 2176.68 ms
[2021-11-15 15:51:49	                main:574]	:	INFO	:	Epoch 1561 | loss: 0.0311839 | val_loss: 0.0312002 | Time: 2209.34 ms
[2021-11-15 15:51:51	                main:574]	:	INFO	:	Epoch 1562 | loss: 0.0311831 | val_loss: 0.0311962 | Time: 2207.19 ms
[2021-11-15 15:51:53	                main:574]	:	INFO	:	Epoch 1563 | loss: 0.0311839 | val_loss: 0.0311975 | Time: 2208.06 ms
[2021-11-15 15:51:56	                main:574]	:	INFO	:	Epoch 1564 | loss: 0.0311877 | val_loss: 0.0311999 | Time: 2233.88 ms
[2021-11-15 15:51:58	                main:574]	:	INFO	:	Epoch 1565 | loss: 0.0311856 | val_loss: 0.031198 | Time: 2200.78 ms
[2021-11-15 15:52:00	                main:574]	:	INFO	:	Epoch 1566 | loss: 0.0311859 | val_loss: 0.0311988 | Time: 2198.84 ms
[2021-11-15 15:52:02	                main:574]	:	INFO	:	Epoch 1567 | loss: 0.0311847 | val_loss: 0.0312016 | Time: 2207.63 ms
[2021-11-15 15:52:04	                main:574]	:	INFO	:	Epoch 1568 | loss: 0.0311837 | val_loss: 0.0312 | Time: 2227.06 ms
[2021-11-15 15:52:07	                main:574]	:	INFO	:	Epoch 1569 | loss: 0.0311837 | val_loss: 0.0311985 | Time: 2211.42 ms
[2021-11-15 15:52:09	                main:574]	:	INFO	:	Epoch 1570 | loss: 0.0311824 | val_loss: 0.0311968 | Time: 2214.62 ms
[2021-11-15 15:52:11	                main:574]	:	INFO	:	Epoch 1571 | loss: 0.0311817 | val_loss: 0.0311982 | Time: 2216.37 ms
[2021-11-15 15:52:13	                main:574]	:	INFO	:	Epoch 1572 | loss: 0.0311818 | val_loss: 0.0311994 | Time: 2221.91 ms
[2021-11-15 15:52:16	                main:574]	:	INFO	:	Epoch 1573 | loss: 0.0311862 | val_loss: 0.0312031 | Time: 2238.45 ms
[2021-11-15 15:52:18	                main:574]	:	INFO	:	Epoch 1574 | loss: 0.0311889 | val_loss: 0.0311978 | Time: 2227.46 ms
[2021-11-15 15:52:20	                main:574]	:	INFO	:	Epoch 1575 | loss: 0.0311881 | val_loss: 0.031197 | Time: 2196.88 ms
[2021-11-15 15:52:22	                main:574]	:	INFO	:	Epoch 1576 | loss: 0.0311869 | val_loss: 0.0311973 | Time: 2212.3 ms
[2021-11-15 15:52:24	                main:574]	:	INFO	:	Epoch 1577 | loss: 0.0311893 | val_loss: 0.0311967 | Time: 2170.58 ms
[2021-11-15 15:52:27	                main:574]	:	INFO	:	Epoch 1578 | loss: 0.0311831 | val_loss: 0.0312004 | Time: 2217.62 ms
[2021-11-15 15:52:29	                main:574]	:	INFO	:	Epoch 1579 | loss: 0.031186 | val_loss: 0.0312053 | Time: 2198.14 ms
[2021-11-15 15:52:31	                main:574]	:	INFO	:	Epoch 1580 | loss: 0.0311825 | val_loss: 0.0311985 | Time: 2209.27 ms
[2021-11-15 15:52:33	                main:574]	:	INFO	:	Epoch 1581 | loss: 0.0311806 | val_loss: 0.031197 | Time: 2198.59 ms
[2021-11-15 15:52:35	                main:574]	:	INFO	:	Epoch 1582 | loss: 0.0311797 | val_loss: 0.0311982 | Time: 2215.73 ms
[2021-11-15 15:52:38	                main:574]	:	INFO	:	Epoch 1583 | loss: 0.0311806 | val_loss: 0.0311984 | Time: 2198.44 ms
[2021-11-15 15:52:40	                main:574]	:	INFO	:	Epoch 1584 | loss: 0.0311815 | val_loss: 0.0311989 | Time: 2144.51 ms
[2021-11-15 15:52:42	                main:574]	:	INFO	:	Epoch 1585 | loss: 0.0311814 | val_loss: 0.0311972 | Time: 2197.82 ms
[2021-11-15 15:52:44	                main:574]	:	INFO	:	Epoch 1586 | loss: 0.0311807 | val_loss: 0.0312087 | Time: 2198.86 ms
[2021-11-15 15:52:46	                main:574]	:	INFO	:	Epoch 1587 | loss: 0.0311826 | val_loss: 0.0311991 | Time: 2220.99 ms
[2021-11-15 15:52:49	                main:574]	:	INFO	:	Epoch 1588 | loss: 0.0311783 | val_loss: 0.0311974 | Time: 2200.51 ms
[2021-11-15 15:52:51	                main:574]	:	INFO	:	Epoch 1589 | loss: 0.0311806 | val_loss: 0.0311967 | Time: 2180.7 ms
[2021-11-15 15:52:53	                main:574]	:	INFO	:	Epoch 1590 | loss: 0.0311867 | val_loss: 0.0311984 | Time: 2197.3 ms
[2021-11-15 15:52:55	                main:574]	:	INFO	:	Epoch 1591 | loss: 0.0311844 | val_loss: 0.0311954 | Time: 2219.5 ms
[2021-11-15 15:52:57	                main:574]	:	INFO	:	Epoch 1592 | loss: 0.0311842 | val_loss: 0.0312029 | Time: 2171.82 ms
[2021-11-15 15:53:00	                main:574]	:	INFO	:	Epoch 1593 | loss: 0.0311865 | val_loss: 0.0311958 | Time: 2188.81 ms
[2021-11-15 15:53:02	                main:574]	:	INFO	:	Epoch 1594 | loss: 0.0311793 | val_loss: 0.0311987 | Time: 2188.73 ms
[2021-11-15 15:53:04	                main:574]	:	INFO	:	Epoch 1595 | loss: 0.0311801 | val_loss: 0.0312062 | Time: 2211.85 ms
[2021-11-15 15:53:06	                main:574]	:	INFO	:	Epoch 1596 | loss: 0.0311876 | val_loss: 0.0312019 | Time: 2179.11 ms
[2021-11-15 15:53:08	                main:574]	:	INFO	:	Epoch 1597 | loss: 0.0311842 | val_loss: 0.0311955 | Time: 2191.72 ms
[2021-11-15 15:53:11	                main:574]	:	INFO	:	Epoch 1598 | loss: 0.0311803 | val_loss: 0.0311959 | Time: 2203.71 ms
[2021-11-15 15:53:13	                main:574]	:	INFO	:	Epoch 1599 | loss: 0.0311796 | val_loss: 0.0311936 | Time: 2203.6 ms
[2021-11-15 15:53:15	                main:574]	:	INFO	:	Epoch 1600 | loss: 0.0311793 | val_loss: 0.0311952 | Time: 2223.18 ms
[2021-11-15 15:53:17	                main:574]	:	INFO	:	Epoch 1601 | loss: 0.0311766 | val_loss: 0.0311963 | Time: 2206.07 ms
[2021-11-15 15:53:19	                main:574]	:	INFO	:	Epoch 1602 | loss: 0.0311761 | val_loss: 0.0311955 | Time: 2197.34 ms
[2021-11-15 15:53:22	                main:574]	:	INFO	:	Epoch 1603 | loss: 0.0311771 | val_loss: 0.031195 | Time: 2181.44 ms
[2021-11-15 15:53:24	                main:574]	:	INFO	:	Epoch 1604 | loss: 0.0311787 | val_loss: 0.0312045 | Time: 2215.76 ms
[2021-11-15 15:53:26	                main:574]	:	INFO	:	Epoch 1605 | loss: 0.0311764 | val_loss: 0.0311957 | Time: 2233.92 ms
[2021-11-15 15:53:28	                main:574]	:	INFO	:	Epoch 1606 | loss: 0.0311756 | val_loss: 0.0311992 | Time: 2192.04 ms
[2021-11-15 15:53:30	                main:574]	:	INFO	:	Epoch 1607 | loss: 0.0311799 | val_loss: 0.0311958 | Time: 2209.18 ms
[2021-11-15 15:53:33	                main:574]	:	INFO	:	Epoch 1608 | loss: 0.0311774 | val_loss: 0.0312009 | Time: 2208.46 ms
[2021-11-15 15:53:35	                main:574]	:	INFO	:	Epoch 1609 | loss: 0.0311765 | val_loss: 0.0312026 | Time: 2220.28 ms
[2021-11-15 15:53:37	                main:574]	:	INFO	:	Epoch 1610 | loss: 0.0311743 | val_loss: 0.0311959 | Time: 2154.83 ms
[2021-11-15 15:53:39	                main:574]	:	INFO	:	Epoch 1611 | loss: 0.0311739 | val_loss: 0.0312017 | Time: 2190.4 ms
[2021-11-15 15:53:41	                main:574]	:	INFO	:	Epoch 1612 | loss: 0.031173 | val_loss: 0.0311979 | Time: 2190.87 ms
[2021-11-15 15:53:44	                main:574]	:	INFO	:	Epoch 1613 | loss: 0.0311747 | val_loss: 0.0312166 | Time: 2204.84 ms
[2021-11-15 15:53:46	                main:574]	:	INFO	:	Epoch 1614 | loss: 0.0311857 | val_loss: 0.0312157 | Time: 2187.53 ms
[2021-11-15 15:53:48	                main:574]	:	INFO	:	Epoch 1615 | loss: 0.0311802 | val_loss: 0.0312037 | Time: 2207.25 ms
[2021-11-15 15:53:50	                main:574]	:	INFO	:	Epoch 1616 | loss: 0.0311762 | val_loss: 0.0312052 | Time: 2228.38 ms
[2021-11-15 15:53:52	                main:574]	:	INFO	:	Epoch 1617 | loss: 0.0311756 | val_loss: 0.0312008 | Time: 2217.95 ms
[2021-11-15 15:53:55	                main:574]	:	INFO	:	Epoch 1618 | loss: 0.0311735 | val_loss: 0.0312085 | Time: 2218 ms
[2021-11-15 15:53:57	                main:574]	:	INFO	:	Epoch 1619 | loss: 0.0311764 | val_loss: 0.0311994 | Time: 2197.59 ms
[2021-11-15 15:53:59	                main:574]	:	INFO	:	Epoch 1620 | loss: 0.0311835 | val_loss: 0.0312121 | Time: 2188.06 ms
[2021-11-15 15:54:01	                main:574]	:	INFO	:	Epoch 1621 | loss: 0.0311835 | val_loss: 0.0311988 | Time: 2188.84 ms
[2021-11-15 15:54:03	                main:574]	:	INFO	:	Epoch 1622 | loss: 0.0311743 | val_loss: 0.0311997 | Time: 2199.19 ms
[2021-11-15 15:54:06	                main:574]	:	INFO	:	Epoch 1623 | loss: 0.0311758 | val_loss: 0.0311979 | Time: 2209.08 ms
[2021-11-15 15:54:08	                main:574]	:	INFO	:	Epoch 1624 | loss: 0.0311718 | val_loss: 0.031198 | Time: 2210.05 ms
[2021-11-15 15:54:10	                main:574]	:	INFO	:	Epoch 1625 | loss: 0.0311717 | val_loss: 0.031196 | Time: 2205.58 ms
[2021-11-15 15:54:12	                main:574]	:	INFO	:	Epoch 1626 | loss: 0.0311709 | val_loss: 0.0311942 | Time: 2204.95 ms
[2021-11-15 15:54:15	                main:574]	:	INFO	:	Epoch 1627 | loss: 0.0311693 | val_loss: 0.031196 | Time: 2211.85 ms
[2021-11-15 15:54:17	                main:574]	:	INFO	:	Epoch 1628 | loss: 0.0311701 | val_loss: 0.0311982 | Time: 2211.06 ms
[2021-11-15 15:54:19	                main:574]	:	INFO	:	Epoch 1629 | loss: 0.0311695 | val_loss: 0.0311945 | Time: 2191.42 ms
[2021-11-15 15:54:21	                main:574]	:	INFO	:	Epoch 1630 | loss: 0.0311729 | val_loss: 0.0311982 | Time: 2173.84 ms
[2021-11-15 15:54:23	                main:574]	:	INFO	:	Epoch 1631 | loss: 0.0311713 | val_loss: 0.0312016 | Time: 2208.55 ms
[2021-11-15 15:54:26	                main:574]	:	INFO	:	Epoch 1632 | loss: 0.0311746 | val_loss: 0.0311991 | Time: 2209.06 ms
[2021-11-15 15:54:28	                main:574]	:	INFO	:	Epoch 1633 | loss: 0.0311752 | val_loss: 0.0311948 | Time: 2193.53 ms
[2021-11-15 15:54:30	                main:574]	:	INFO	:	Epoch 1634 | loss: 0.0311774 | val_loss: 0.0311952 | Time: 2209.11 ms
[2021-11-15 15:54:32	                main:574]	:	INFO	:	Epoch 1635 | loss: 0.0311754 | val_loss: 0.031193 | Time: 2193.1 ms
[2021-11-15 15:54:34	                main:574]	:	INFO	:	Epoch 1636 | loss: 0.0311722 | val_loss: 0.0311968 | Time: 2201.23 ms
[2021-11-15 15:54:37	                main:574]	:	INFO	:	Epoch 1637 | loss: 0.0311701 | val_loss: 0.031196 | Time: 2197.59 ms
[2021-11-15 15:54:39	                main:574]	:	INFO	:	Epoch 1638 | loss: 0.0311716 | val_loss: 0.0311942 | Time: 2210.7 ms
[2021-11-15 15:54:41	                main:574]	:	INFO	:	Epoch 1639 | loss: 0.03117 | val_loss: 0.0311916 | Time: 2218.62 ms
[2021-11-15 15:54:43	                main:574]	:	INFO	:	Epoch 1640 | loss: 0.0311692 | val_loss: 0.0311982 | Time: 2202.59 ms
[2021-11-15 15:54:45	                main:574]	:	INFO	:	Epoch 1641 | loss: 0.031172 | val_loss: 0.0311994 | Time: 2202.69 ms
[2021-11-15 15:54:48	                main:574]	:	INFO	:	Epoch 1642 | loss: 0.0311708 | val_loss: 0.0311932 | Time: 2202.43 ms
[2021-11-15 15:54:50	                main:574]	:	INFO	:	Epoch 1643 | loss: 0.0311689 | val_loss: 0.0311938 | Time: 2233.73 ms
[2021-11-15 15:54:52	                main:574]	:	INFO	:	Epoch 1644 | loss: 0.0311695 | val_loss: 0.0312039 | Time: 2167.42 ms
[2021-11-15 15:54:54	                main:574]	:	INFO	:	Epoch 1645 | loss: 0.0311687 | val_loss: 0.0311962 | Time: 2176.91 ms
[2021-11-15 15:54:56	                main:574]	:	INFO	:	Epoch 1646 | loss: 0.0311694 | val_loss: 0.0312092 | Time: 2215.77 ms
[2021-11-15 15:54:59	                main:574]	:	INFO	:	Epoch 1647 | loss: 0.0311701 | val_loss: 0.0311943 | Time: 2193.11 ms
[2021-11-15 15:55:01	                main:574]	:	INFO	:	Epoch 1648 | loss: 0.031165 | val_loss: 0.0311967 | Time: 2206.33 ms
[2021-11-15 15:55:03	                main:574]	:	INFO	:	Epoch 1649 | loss: 0.0311651 | val_loss: 0.0311932 | Time: 2210.29 ms
[2021-11-15 15:55:05	                main:574]	:	INFO	:	Epoch 1650 | loss: 0.031166 | val_loss: 0.0311967 | Time: 2213.41 ms
[2021-11-15 15:55:07	                main:574]	:	INFO	:	Epoch 1651 | loss: 0.0311635 | val_loss: 0.031199 | Time: 2215.47 ms
[2021-11-15 15:55:10	                main:574]	:	INFO	:	Epoch 1652 | loss: 0.0311662 | val_loss: 0.0311967 | Time: 2192.22 ms
[2021-11-15 15:55:12	                main:574]	:	INFO	:	Epoch 1653 | loss: 0.0311635 | val_loss: 0.0311962 | Time: 2206.36 ms
[2021-11-15 15:55:14	                main:574]	:	INFO	:	Epoch 1654 | loss: 0.0311625 | val_loss: 0.0311972 | Time: 2191.68 ms
[2021-11-15 15:55:16	                main:574]	:	INFO	:	Epoch 1655 | loss: 0.0311648 | val_loss: 0.031199 | Time: 2208.51 ms
[2021-11-15 15:55:18	                main:574]	:	INFO	:	Epoch 1656 | loss: 0.0311656 | val_loss: 0.0311979 | Time: 2180.27 ms
[2021-11-15 15:55:21	                main:574]	:	INFO	:	Epoch 1657 | loss: 0.0311641 | val_loss: 0.0311957 | Time: 2226.84 ms
[2021-11-15 15:55:23	                main:574]	:	INFO	:	Epoch 1658 | loss: 0.0311651 | val_loss: 0.0312 | Time: 2194.68 ms
[2021-11-15 15:55:25	                main:574]	:	INFO	:	Epoch 1659 | loss: 0.0311663 | val_loss: 0.0311951 | Time: 2177.74 ms
[2021-11-15 15:55:27	                main:574]	:	INFO	:	Epoch 1660 | loss: 0.0311691 | val_loss: 0.0312022 | Time: 2234.87 ms
[2021-11-15 15:55:30	                main:574]	:	INFO	:	Epoch 1661 | loss: 0.0311647 | val_loss: 0.0311976 | Time: 2203.75 ms
[2021-11-15 15:55:32	                main:574]	:	INFO	:	Epoch 1662 | loss: 0.0311637 | val_loss: 0.0311999 | Time: 2212.26 ms
[2021-11-15 15:55:34	                main:574]	:	INFO	:	Epoch 1663 | loss: 0.0311633 | val_loss: 0.0311977 | Time: 2228.36 ms
[2021-11-15 15:55:36	                main:574]	:	INFO	:	Epoch 1664 | loss: 0.0311614 | val_loss: 0.0311978 | Time: 2191.62 ms
[2021-11-15 15:55:38	                main:574]	:	INFO	:	Epoch 1665 | loss: 0.0311613 | val_loss: 0.0311955 | Time: 2204.32 ms
[2021-11-15 15:55:41	                main:574]	:	INFO	:	Epoch 1666 | loss: 0.0311598 | val_loss: 0.0311916 | Time: 2178.31 ms
[2021-11-15 15:55:43	                main:574]	:	INFO	:	Epoch 1667 | loss: 0.0311649 | val_loss: 0.031189 | Time: 2175.86 ms
[2021-11-15 15:55:45	                main:574]	:	INFO	:	Epoch 1668 | loss: 0.0311662 | val_loss: 0.0311878 | Time: 2189.47 ms
[2021-11-15 15:55:47	                main:574]	:	INFO	:	Epoch 1669 | loss: 0.0311653 | val_loss: 0.0311921 | Time: 2207.62 ms
[2021-11-15 15:55:49	                main:574]	:	INFO	:	Epoch 1670 | loss: 0.0311631 | val_loss: 0.0312008 | Time: 2199.43 ms
[2021-11-15 15:55:52	                main:574]	:	INFO	:	Epoch 1671 | loss: 0.0311628 | val_loss: 0.0311974 | Time: 2234.6 ms
[2021-11-15 15:55:54	                main:574]	:	INFO	:	Epoch 1672 | loss: 0.0311633 | val_loss: 0.031194 | Time: 2224.45 ms
[2021-11-15 15:55:56	                main:574]	:	INFO	:	Epoch 1673 | loss: 0.0311608 | val_loss: 0.0311963 | Time: 2180.63 ms
[2021-11-15 15:55:58	                main:574]	:	INFO	:	Epoch 1674 | loss: 0.0311594 | val_loss: 0.0311977 | Time: 2211.44 ms
[2021-11-15 15:56:00	                main:574]	:	INFO	:	Epoch 1675 | loss: 0.0311605 | val_loss: 0.0312028 | Time: 2207.72 ms
[2021-11-15 15:56:03	                main:574]	:	INFO	:	Epoch 1676 | loss: 0.0311644 | val_loss: 0.0311926 | Time: 2237.08 ms
[2021-11-15 15:56:05	                main:574]	:	INFO	:	Epoch 1677 | loss: 0.0311628 | val_loss: 0.0312043 | Time: 2205.05 ms
[2021-11-15 15:56:07	                main:574]	:	INFO	:	Epoch 1678 | loss: 0.0311599 | val_loss: 0.0311948 | Time: 2235.76 ms
[2021-11-15 15:56:09	                main:574]	:	INFO	:	Epoch 1679 | loss: 0.0311564 | val_loss: 0.0311904 | Time: 2210.52 ms
[2021-11-15 15:56:12	                main:574]	:	INFO	:	Epoch 1680 | loss: 0.0311583 | val_loss: 0.0312013 | Time: 2194.87 ms
[2021-11-15 15:56:14	                main:574]	:	INFO	:	Epoch 1681 | loss: 0.0311581 | val_loss: 0.0311981 | Time: 2184.2 ms
[2021-11-15 15:56:16	                main:574]	:	INFO	:	Epoch 1682 | loss: 0.031156 | val_loss: 0.0312027 | Time: 2199.54 ms
[2021-11-15 15:56:18	                main:574]	:	INFO	:	Epoch 1683 | loss: 0.0311587 | val_loss: 0.0311927 | Time: 2234.27 ms
[2021-11-15 15:56:20	                main:574]	:	INFO	:	Epoch 1684 | loss: 0.0311626 | val_loss: 0.0311976 | Time: 2215.74 ms
[2021-11-15 15:56:23	                main:574]	:	INFO	:	Epoch 1685 | loss: 0.0311613 | val_loss: 0.0311933 | Time: 2165.84 ms
[2021-11-15 15:56:25	                main:574]	:	INFO	:	Epoch 1686 | loss: 0.0311602 | val_loss: 0.0311967 | Time: 2197.75 ms
[2021-11-15 15:56:27	                main:574]	:	INFO	:	Epoch 1687 | loss: 0.0311558 | val_loss: 0.0311955 | Time: 2204.5 ms
[2021-11-15 15:56:29	                main:574]	:	INFO	:	Epoch 1688 | loss: 0.0311583 | val_loss: 0.0311886 | Time: 2172.57 ms
[2021-11-15 15:56:31	                main:574]	:	INFO	:	Epoch 1689 | loss: 0.0311564 | val_loss: 0.0311913 | Time: 2216.19 ms
[2021-11-15 15:56:34	                main:574]	:	INFO	:	Epoch 1690 | loss: 0.0311543 | val_loss: 0.0311911 | Time: 2210.44 ms
[2021-11-15 15:56:36	                main:574]	:	INFO	:	Epoch 1691 | loss: 0.0311611 | val_loss: 0.0312032 | Time: 2214.06 ms
[2021-11-15 15:56:38	                main:574]	:	INFO	:	Epoch 1692 | loss: 0.0311579 | val_loss: 0.0311941 | Time: 2164.22 ms
[2021-11-15 15:56:40	                main:574]	:	INFO	:	Epoch 1693 | loss: 0.0311559 | val_loss: 0.0311957 | Time: 2183.33 ms
[2021-11-15 15:56:42	                main:574]	:	INFO	:	Epoch 1694 | loss: 0.0311571 | val_loss: 0.0311935 | Time: 2211.37 ms
[2021-11-15 15:56:45	                main:574]	:	INFO	:	Epoch 1695 | loss: 0.0311559 | val_loss: 0.0311933 | Time: 2221.57 ms
[2021-11-15 15:56:47	                main:574]	:	INFO	:	Epoch 1696 | loss: 0.031158 | val_loss: 0.0311948 | Time: 2193.08 ms
[2021-11-15 15:56:49	                main:574]	:	INFO	:	Epoch 1697 | loss: 0.0311595 | val_loss: 0.031195 | Time: 2200.4 ms
[2021-11-15 15:56:51	                main:574]	:	INFO	:	Epoch 1698 | loss: 0.0311576 | val_loss: 0.0311953 | Time: 2221.61 ms
[2021-11-15 15:56:53	                main:574]	:	INFO	:	Epoch 1699 | loss: 0.0311575 | val_loss: 0.0311894 | Time: 2199.03 ms
[2021-11-15 15:56:56	                main:574]	:	INFO	:	Epoch 1700 | loss: 0.0311612 | val_loss: 0.031185 | Time: 2189.71 ms
[2021-11-15 15:56:58	                main:574]	:	INFO	:	Epoch 1701 | loss: 0.0311565 | val_loss: 0.0311869 | Time: 2238.92 ms
[2021-11-15 15:57:00	                main:574]	:	INFO	:	Epoch 1702 | loss: 0.0311537 | val_loss: 0.0311849 | Time: 2187.79 ms
[2021-11-15 15:57:02	                main:574]	:	INFO	:	Epoch 1703 | loss: 0.0311545 | val_loss: 0.0311866 | Time: 2171.65 ms
[2021-11-15 15:57:04	                main:574]	:	INFO	:	Epoch 1704 | loss: 0.0311552 | val_loss: 0.0311901 | Time: 2224.72 ms
[2021-11-15 15:57:07	                main:574]	:	INFO	:	Epoch 1705 | loss: 0.0311583 | val_loss: 0.0311933 | Time: 2225.69 ms
[2021-11-15 15:57:09	                main:574]	:	INFO	:	Epoch 1706 | loss: 0.0311557 | val_loss: 0.0311948 | Time: 2222.85 ms
[2021-11-15 15:57:11	                main:574]	:	INFO	:	Epoch 1707 | loss: 0.0311581 | val_loss: 0.0311962 | Time: 2204.93 ms
[2021-11-15 15:57:13	                main:574]	:	INFO	:	Epoch 1708 | loss: 0.0311508 | val_loss: 0.0311898 | Time: 2202.61 ms
[2021-11-15 15:57:15	                main:574]	:	INFO	:	Epoch 1709 | loss: 0.0311514 | val_loss: 0.0311938 | Time: 2211.63 ms
[2021-11-15 15:57:18	                main:574]	:	INFO	:	Epoch 1710 | loss: 0.0311489 | val_loss: 0.0311892 | Time: 2204.77 ms
[2021-11-15 15:57:20	                main:574]	:	INFO	:	Epoch 1711 | loss: 0.0311487 | val_loss: 0.0311893 | Time: 2203.56 ms
[2021-11-15 15:57:22	                main:574]	:	INFO	:	Epoch 1712 | loss: 0.0311466 | val_loss: 0.0311975 | Time: 2189.02 ms
[2021-11-15 15:57:24	                main:574]	:	INFO	:	Epoch 1713 | loss: 0.0311488 | val_loss: 0.0311936 | Time: 2230.42 ms
[2021-11-15 15:57:27	                main:574]	:	INFO	:	Epoch 1714 | loss: 0.0311481 | val_loss: 0.0311954 | Time: 2215.08 ms
[2021-11-15 15:57:29	                main:574]	:	INFO	:	Epoch 1715 | loss: 0.0311498 | val_loss: 0.0311938 | Time: 2206.1 ms
[2021-11-15 15:57:31	                main:574]	:	INFO	:	Epoch 1716 | loss: 0.0311494 | val_loss: 0.0311895 | Time: 2204.13 ms
[2021-11-15 15:57:33	                main:574]	:	INFO	:	Epoch 1717 | loss: 0.0311463 | val_loss: 0.0311929 | Time: 2243.55 ms
[2021-11-15 15:57:35	                main:574]	:	INFO	:	Epoch 1718 | loss: 0.0311453 | val_loss: 0.0311906 | Time: 2202.12 ms
[2021-11-15 15:57:38	                main:574]	:	INFO	:	Epoch 1719 | loss: 0.0311498 | val_loss: 0.0311895 | Time: 2221.07 ms
[2021-11-15 15:57:40	                main:574]	:	INFO	:	Epoch 1720 | loss: 0.0311591 | val_loss: 0.0311906 | Time: 2234.91 ms
[2021-11-15 15:57:42	                main:574]	:	INFO	:	Epoch 1721 | loss: 0.0311545 | val_loss: 0.0311924 | Time: 2205.86 ms
[2021-11-15 15:57:44	                main:574]	:	INFO	:	Epoch 1722 | loss: 0.0311525 | val_loss: 0.0311928 | Time: 2185.56 ms
[2021-11-15 15:57:46	                main:574]	:	INFO	:	Epoch 1723 | loss: 0.0311508 | val_loss: 0.0311881 | Time: 2192.24 ms
[2021-11-15 15:57:49	                main:574]	:	INFO	:	Epoch 1724 | loss: 0.0311513 | val_loss: 0.0312021 | Time: 2196.18 ms
[2021-11-15 15:57:51	                main:574]	:	INFO	:	Epoch 1725 | loss: 0.0311503 | val_loss: 0.0311927 | Time: 2192.55 ms
[2021-11-15 15:57:53	                main:574]	:	INFO	:	Epoch 1726 | loss: 0.0311513 | val_loss: 0.0311918 | Time: 2178.49 ms
[2021-11-15 15:57:55	                main:574]	:	INFO	:	Epoch 1727 | loss: 0.0311474 | val_loss: 0.0311902 | Time: 2205.35 ms
[2021-11-15 15:57:57	                main:574]	:	INFO	:	Epoch 1728 | loss: 0.0311498 | val_loss: 0.031191 | Time: 2195.92 ms
[2021-11-15 15:58:00	                main:574]	:	INFO	:	Epoch 1729 | loss: 0.0311492 | val_loss: 0.0311952 | Time: 2190.87 ms
[2021-11-15 15:58:02	                main:574]	:	INFO	:	Epoch 1730 | loss: 0.0311473 | val_loss: 0.0311962 | Time: 2212.41 ms
[2021-11-15 15:58:04	                main:574]	:	INFO	:	Epoch 1731 | loss: 0.031147 | val_loss: 0.0311913 | Time: 2196.94 ms
[2021-11-15 15:58:06	                main:574]	:	INFO	:	Epoch 1732 | loss: 0.0311487 | val_loss: 0.0311948 | Time: 2222.31 ms
[2021-11-15 15:58:08	                main:574]	:	INFO	:	Epoch 1733 | loss: 0.0311488 | val_loss: 0.0311895 | Time: 2172.53 ms
[2021-11-15 15:58:11	                main:574]	:	INFO	:	Epoch 1734 | loss: 0.0311467 | val_loss: 0.0312093 | Time: 2183.19 ms
[2021-11-15 15:58:13	                main:574]	:	INFO	:	Epoch 1735 | loss: 0.0311469 | val_loss: 0.0311918 | Time: 2202.34 ms
[2021-11-15 15:58:15	                main:574]	:	INFO	:	Epoch 1736 | loss: 0.0311477 | val_loss: 0.0311953 | Time: 2174.87 ms
[2021-11-15 15:58:17	                main:574]	:	INFO	:	Epoch 1737 | loss: 0.0311456 | val_loss: 0.0311917 | Time: 2202.01 ms
[2021-11-15 15:58:19	                main:574]	:	INFO	:	Epoch 1738 | loss: 0.0311436 | val_loss: 0.031193 | Time: 2197.09 ms
[2021-11-15 15:58:22	                main:574]	:	INFO	:	Epoch 1739 | loss: 0.0311434 | val_loss: 0.0312001 | Time: 2207.5 ms
[2021-11-15 15:58:24	                main:574]	:	INFO	:	Epoch 1740 | loss: 0.0311502 | val_loss: 0.0311907 | Time: 2217.6 ms
[2021-11-15 15:58:26	                main:574]	:	INFO	:	Epoch 1741 | loss: 0.031146 | val_loss: 0.0311918 | Time: 2168.91 ms
[2021-11-15 15:58:28	                main:574]	:	INFO	:	Epoch 1742 | loss: 0.0311478 | val_loss: 0.0312132 | Time: 2209.63 ms
[2021-11-15 15:58:30	                main:574]	:	INFO	:	Epoch 1743 | loss: 0.0311428 | val_loss: 0.0311942 | Time: 2193.07 ms
[2021-11-15 15:58:33	                main:574]	:	INFO	:	Epoch 1744 | loss: 0.0311468 | val_loss: 0.0311911 | Time: 2223.41 ms
[2021-11-15 15:58:35	                main:574]	:	INFO	:	Epoch 1745 | loss: 0.031148 | val_loss: 0.0311942 | Time: 2198.23 ms
[2021-11-15 15:58:37	                main:574]	:	INFO	:	Epoch 1746 | loss: 0.0311502 | val_loss: 0.0311987 | Time: 2223.83 ms
[2021-11-15 15:58:39	                main:574]	:	INFO	:	Epoch 1747 | loss: 0.0311515 | val_loss: 0.0311899 | Time: 2181.4 ms
[2021-11-15 15:58:42	                main:574]	:	INFO	:	Epoch 1748 | loss: 0.0311547 | val_loss: 0.0311928 | Time: 2208.41 ms
[2021-11-15 15:58:44	                main:574]	:	INFO	:	Epoch 1749 | loss: 0.0311506 | val_loss: 0.0312027 | Time: 2211.21 ms
[2021-11-15 15:58:46	                main:574]	:	INFO	:	Epoch 1750 | loss: 0.0311458 | val_loss: 0.0311962 | Time: 2194.84 ms
[2021-11-15 15:58:48	                main:574]	:	INFO	:	Epoch 1751 | loss: 0.0311444 | val_loss: 0.0311912 | Time: 2176.55 ms
[2021-11-15 15:58:50	                main:574]	:	INFO	:	Epoch 1752 | loss: 0.0311445 | val_loss: 0.0311927 | Time: 2223.24 ms
[2021-11-15 15:58:53	                main:574]	:	INFO	:	Epoch 1753 | loss: 0.0311486 | val_loss: 0.0311985 | Time: 2198.82 ms
[2021-11-15 15:58:55	                main:574]	:	INFO	:	Epoch 1754 | loss: 0.031144 | val_loss: 0.031193 | Time: 2212.42 ms
[2021-11-15 15:58:57	                main:574]	:	INFO	:	Epoch 1755 | loss: 0.0311408 | val_loss: 0.0311996 | Time: 2188.71 ms
[2021-11-15 15:58:59	                main:574]	:	INFO	:	Epoch 1756 | loss: 0.0311463 | val_loss: 0.0311916 | Time: 2202.43 ms
[2021-11-15 15:59:01	                main:574]	:	INFO	:	Epoch 1757 | loss: 0.0311477 | val_loss: 0.0311992 | Time: 2209.88 ms
[2021-11-15 15:59:04	                main:574]	:	INFO	:	Epoch 1758 | loss: 0.0311492 | val_loss: 0.031192 | Time: 2210.56 ms
[2021-11-15 15:59:06	                main:574]	:	INFO	:	Epoch 1759 | loss: 0.0311493 | val_loss: 0.0311977 | Time: 2187.29 ms
[2021-11-15 15:59:08	                main:574]	:	INFO	:	Epoch 1760 | loss: 0.0311499 | val_loss: 0.0311881 | Time: 2221.2 ms
[2021-11-15 15:59:10	                main:574]	:	INFO	:	Epoch 1761 | loss: 0.0311482 | val_loss: 0.0311949 | Time: 2206.07 ms
[2021-11-15 15:59:12	                main:574]	:	INFO	:	Epoch 1762 | loss: 0.0311482 | val_loss: 0.0311846 | Time: 2244.86 ms
[2021-11-15 15:59:15	                main:574]	:	INFO	:	Epoch 1763 | loss: 0.031146 | val_loss: 0.0311934 | Time: 2160.43 ms
[2021-11-15 15:59:17	                main:574]	:	INFO	:	Epoch 1764 | loss: 0.0311439 | val_loss: 0.03119 | Time: 2236 ms
[2021-11-15 15:59:19	                main:574]	:	INFO	:	Epoch 1765 | loss: 0.0311472 | val_loss: 0.0311929 | Time: 2195.47 ms
[2021-11-15 15:59:21	                main:574]	:	INFO	:	Epoch 1766 | loss: 0.0311483 | val_loss: 0.0311921 | Time: 2223.11 ms
[2021-11-15 15:59:23	                main:574]	:	INFO	:	Epoch 1767 | loss: 0.0311468 | val_loss: 0.031184 | Time: 2228.93 ms
[2021-11-15 15:59:26	                main:574]	:	INFO	:	Epoch 1768 | loss: 0.0311479 | val_loss: 0.0311987 | Time: 2214.75 ms
[2021-11-15 15:59:28	                main:574]	:	INFO	:	Epoch 1769 | loss: 0.0311467 | val_loss: 0.0311967 | Time: 2226.53 ms
[2021-11-15 15:59:30	                main:574]	:	INFO	:	Epoch 1770 | loss: 0.0311442 | val_loss: 0.0311984 | Time: 2199.11 ms
[2021-11-15 15:59:32	                main:574]	:	INFO	:	Epoch 1771 | loss: 0.0311721 | val_loss: 0.0311966 | Time: 2190.55 ms
[2021-11-15 15:59:35	                main:574]	:	INFO	:	Epoch 1772 | loss: 0.0311872 | val_loss: 0.0311868 | Time: 2232.98 ms
[2021-11-15 15:59:37	                main:574]	:	INFO	:	Epoch 1773 | loss: 0.0311798 | val_loss: 0.0311879 | Time: 2222.63 ms
[2021-11-15 15:59:39	                main:574]	:	INFO	:	Epoch 1774 | loss: 0.0311724 | val_loss: 0.0311839 | Time: 2170.04 ms
[2021-11-15 15:59:41	                main:574]	:	INFO	:	Epoch 1775 | loss: 0.031173 | val_loss: 0.0311847 | Time: 2190.26 ms
[2021-11-15 15:59:43	                main:574]	:	INFO	:	Epoch 1776 | loss: 0.0311686 | val_loss: 0.0311787 | Time: 2223.23 ms
[2021-11-15 15:59:46	                main:574]	:	INFO	:	Epoch 1777 | loss: 0.0311637 | val_loss: 0.0311781 | Time: 2219.26 ms
[2021-11-15 15:59:48	                main:574]	:	INFO	:	Epoch 1778 | loss: 0.0311596 | val_loss: 0.031181 | Time: 2205.15 ms
[2021-11-15 15:59:50	                main:574]	:	INFO	:	Epoch 1779 | loss: 0.0311591 | val_loss: 0.0311818 | Time: 2157.89 ms
[2021-11-15 15:59:52	                main:574]	:	INFO	:	Epoch 1780 | loss: 0.0311573 | val_loss: 0.031181 | Time: 2225.39 ms
[2021-11-15 15:59:54	                main:574]	:	INFO	:	Epoch 1781 | loss: 0.0311567 | val_loss: 0.031181 | Time: 2202.35 ms
[2021-11-15 15:59:57	                main:574]	:	INFO	:	Epoch 1782 | loss: 0.0311534 | val_loss: 0.0311783 | Time: 2193.59 ms
[2021-11-15 15:59:59	                main:574]	:	INFO	:	Epoch 1783 | loss: 0.0311537 | val_loss: 0.0311787 | Time: 2204.34 ms
[2021-11-15 16:00:01	                main:574]	:	INFO	:	Epoch 1784 | loss: 0.0311531 | val_loss: 0.0311767 | Time: 2206.01 ms
[2021-11-15 16:00:03	                main:574]	:	INFO	:	Epoch 1785 | loss: 0.0311522 | val_loss: 0.0311808 | Time: 2191.33 ms
[2021-11-15 16:00:05	                main:574]	:	INFO	:	Epoch 1786 | loss: 0.031152 | val_loss: 0.0311775 | Time: 2198.84 ms
[2021-11-15 16:00:08	                main:574]	:	INFO	:	Epoch 1787 | loss: 0.0311501 | val_loss: 0.0311808 | Time: 2185.98 ms
[2021-11-15 16:00:10	                main:574]	:	INFO	:	Epoch 1788 | loss: 0.0311529 | val_loss: 0.0311843 | Time: 2172.91 ms
[2021-11-15 16:00:12	                main:574]	:	INFO	:	Epoch 1789 | loss: 0.0311495 | val_loss: 0.0311831 | Time: 2216.29 ms
[2021-11-15 16:00:14	                main:574]	:	INFO	:	Epoch 1790 | loss: 0.0311494 | val_loss: 0.0311836 | Time: 2194.99 ms
[2021-11-15 16:00:16	                main:574]	:	INFO	:	Epoch 1791 | loss: 0.0311508 | val_loss: 0.0311807 | Time: 2212.74 ms
[2021-11-15 16:00:19	                main:574]	:	INFO	:	Epoch 1792 | loss: 0.0311479 | val_loss: 0.0311787 | Time: 2199.56 ms
[2021-11-15 16:00:21	                main:574]	:	INFO	:	Epoch 1793 | loss: 0.03115 | val_loss: 0.0311844 | Time: 2211.59 ms
[2021-11-15 16:00:23	                main:574]	:	INFO	:	Epoch 1794 | loss: 0.0311516 | val_loss: 0.0311761 | Time: 2196.24 ms
[2021-11-15 16:00:25	                main:574]	:	INFO	:	Epoch 1795 | loss: 0.0311457 | val_loss: 0.031182 | Time: 2234.1 ms
[2021-11-15 16:00:27	                main:574]	:	INFO	:	Epoch 1796 | loss: 0.0311451 | val_loss: 0.0311812 | Time: 2206.56 ms
[2021-11-15 16:00:30	                main:574]	:	INFO	:	Epoch 1797 | loss: 0.0311489 | val_loss: 0.0311816 | Time: 2201.9 ms
[2021-11-15 16:00:32	                main:574]	:	INFO	:	Epoch 1798 | loss: 0.0311494 | val_loss: 0.0311784 | Time: 2167.63 ms
[2021-11-15 16:00:34	                main:574]	:	INFO	:	Epoch 1799 | loss: 0.0311475 | val_loss: 0.0311803 | Time: 2215.93 ms
[2021-11-15 16:00:36	                main:574]	:	INFO	:	Epoch 1800 | loss: 0.0311465 | val_loss: 0.0311833 | Time: 2185.49 ms
[2021-11-15 16:00:38	                main:574]	:	INFO	:	Epoch 1801 | loss: 0.0311466 | val_loss: 0.0311787 | Time: 2199.75 ms
[2021-11-15 16:00:41	                main:574]	:	INFO	:	Epoch 1802 | loss: 0.0311453 | val_loss: 0.0311803 | Time: 2206.87 ms
[2021-11-15 16:00:43	                main:574]	:	INFO	:	Epoch 1803 | loss: 0.031146 | val_loss: 0.0311836 | Time: 2212.14 ms
[2021-11-15 16:00:45	                main:574]	:	INFO	:	Epoch 1804 | loss: 0.0311437 | val_loss: 0.031176 | Time: 2200.43 ms
[2021-11-15 16:00:47	                main:574]	:	INFO	:	Epoch 1805 | loss: 0.0311424 | val_loss: 0.0311801 | Time: 2216.9 ms
[2021-11-15 16:00:50	                main:574]	:	INFO	:	Epoch 1806 | loss: 0.0311417 | val_loss: 0.0311771 | Time: 2213.07 ms
[2021-11-15 16:00:52	                main:574]	:	INFO	:	Epoch 1807 | loss: 0.031142 | val_loss: 0.0311789 | Time: 2236.93 ms
[2021-11-15 16:00:54	                main:574]	:	INFO	:	Epoch 1808 | loss: 0.0311431 | val_loss: 0.0311859 | Time: 2166.51 ms
[2021-11-15 16:00:56	                main:574]	:	INFO	:	Epoch 1809 | loss: 0.0311426 | val_loss: 0.0311795 | Time: 2197.31 ms
[2021-11-15 16:00:58	                main:574]	:	INFO	:	Epoch 1810 | loss: 0.0311413 | val_loss: 0.0311825 | Time: 2193.43 ms
[2021-11-15 16:01:01	                main:574]	:	INFO	:	Epoch 1811 | loss: 0.0311435 | val_loss: 0.0311749 | Time: 2194.03 ms
[2021-11-15 16:01:03	                main:574]	:	INFO	:	Epoch 1812 | loss: 0.0311456 | val_loss: 0.0311793 | Time: 2191.13 ms
[2021-11-15 16:01:05	                main:574]	:	INFO	:	Epoch 1813 | loss: 0.031147 | val_loss: 0.0311772 | Time: 2184.8 ms
[2021-11-15 16:01:07	                main:574]	:	INFO	:	Epoch 1814 | loss: 0.0311454 | val_loss: 0.0311779 | Time: 2207.68 ms
[2021-11-15 16:01:09	                main:574]	:	INFO	:	Epoch 1815 | loss: 0.0311437 | val_loss: 0.0311796 | Time: 2201.85 ms
[2021-11-15 16:01:12	                main:574]	:	INFO	:	Epoch 1816 | loss: nan | val_loss: nan | Time: 2190.55 ms
[2021-11-15 16:01:14	                main:574]	:	INFO	:	Epoch 1817 | loss: nan | val_loss: nan | Time: 2214.36 ms
[2021-11-15 16:01:16	                main:574]	:	INFO	:	Epoch 1818 | loss: nan | val_loss: nan | Time: 2183.62 ms
[2021-11-15 16:01:18	                main:574]	:	INFO	:	Epoch 1819 | loss: nan | val_loss: nan | Time: 2205.05 ms
[2021-11-15 16:01:20	                main:574]	:	INFO	:	Epoch 1820 | loss: nan | val_loss: nan | Time: 2198.34 ms
[2021-11-15 16:01:23	                main:574]	:	INFO	:	Epoch 1821 | loss: nan | val_loss: nan | Time: 2192.5 ms
[2021-11-15 16:01:25	                main:574]	:	INFO	:	Epoch 1822 | loss: nan | val_loss: nan | Time: 2186.11 ms
[2021-11-15 16:01:27	                main:574]	:	INFO	:	Epoch 1823 | loss: nan | val_loss: nan | Time: 2174.17 ms
[2021-11-15 16:01:29	                main:574]	:	INFO	:	Epoch 1824 | loss: nan | val_loss: nan | Time: 2207.27 ms
[2021-11-15 16:01:31	                main:574]	:	INFO	:	Epoch 1825 | loss: nan | val_loss: nan | Time: 2190.44 ms
[2021-11-15 16:01:34	                main:574]	:	INFO	:	Epoch 1826 | loss: nan | val_loss: nan | Time: 2199.65 ms
[2021-11-15 16:01:36	                main:574]	:	INFO	:	Epoch 1827 | loss: nan | val_loss: nan | Time: 2205.54 ms
[2021-11-15 16:01:38	                main:574]	:	INFO	:	Epoch 1828 | loss: nan | val_loss: nan | Time: 2220.38 ms
[2021-11-15 16:01:40	                main:574]	:	INFO	:	Epoch 1829 | loss: nan | val_loss: nan | Time: 2202.77 ms
[2021-11-15 16:01:42	                main:574]	:	INFO	:	Epoch 1830 | loss: nan | val_loss: nan | Time: 2171.72 ms
[2021-11-15 16:01:45	                main:574]	:	INFO	:	Epoch 1831 | loss: nan | val_loss: nan | Time: 2182.43 ms
[2021-11-15 16:01:47	                main:574]	:	INFO	:	Epoch 1832 | loss: nan | val_loss: nan | Time: 2233.45 ms
[2021-11-15 16:01:49	                main:574]	:	INFO	:	Epoch 1833 | loss: nan | val_loss: nan | Time: 2208.31 ms
[2021-11-15 16:01:51	                main:574]	:	INFO	:	Epoch 1834 | loss: nan | val_loss: nan | Time: 2216.84 ms
[2021-11-15 16:01:53	                main:574]	:	INFO	:	Epoch 1835 | loss: nan | val_loss: nan | Time: 2193.36 ms
[2021-11-15 16:01:56	                main:574]	:	INFO	:	Epoch 1836 | loss: nan | val_loss: nan | Time: 2185.2 ms
[2021-11-15 16:01:58	                main:574]	:	INFO	:	Epoch 1837 | loss: nan | val_loss: nan | Time: 2207.34 ms
[2021-11-15 16:02:00	                main:574]	:	INFO	:	Epoch 1838 | loss: nan | val_loss: nan | Time: 2207.51 ms
[2021-11-15 16:02:02	                main:574]	:	INFO	:	Epoch 1839 | loss: nan | val_loss: nan | Time: 2228.94 ms
[2021-11-15 16:02:04	                main:574]	:	INFO	:	Epoch 1840 | loss: nan | val_loss: nan | Time: 2187.06 ms
[2021-11-15 16:02:07	                main:574]	:	INFO	:	Epoch 1841 | loss: nan | val_loss: nan | Time: 2188.03 ms
[2021-11-15 16:02:09	                main:574]	:	INFO	:	Epoch 1842 | loss: nan | val_loss: nan | Time: 2168.56 ms
[2021-11-15 16:02:11	                main:574]	:	INFO	:	Epoch 1843 | loss: nan | val_loss: nan | Time: 2193.48 ms
[2021-11-15 16:02:13	                main:574]	:	INFO	:	Epoch 1844 | loss: nan | val_loss: nan | Time: 2182.51 ms
[2021-11-15 16:02:15	                main:574]	:	INFO	:	Epoch 1845 | loss: nan | val_loss: nan | Time: 2206.91 ms
[2021-11-15 16:02:18	                main:574]	:	INFO	:	Epoch 1846 | loss: nan | val_loss: nan | Time: 2168.98 ms
[2021-11-15 16:02:20	                main:574]	:	INFO	:	Epoch 1847 | loss: nan | val_loss: nan | Time: 2204.77 ms
[2021-11-15 16:02:22	                main:574]	:	INFO	:	Epoch 1848 | loss: nan | val_loss: nan | Time: 2176.23 ms
[2021-11-15 16:02:24	                main:574]	:	INFO	:	Epoch 1849 | loss: nan | val_loss: nan | Time: 2216.92 ms
[2021-11-15 16:02:26	                main:574]	:	INFO	:	Epoch 1850 | loss: nan | val_loss: nan | Time: 2173.33 ms
[2021-11-15 16:02:29	                main:574]	:	INFO	:	Epoch 1851 | loss: nan | val_loss: nan | Time: 2214.52 ms
[2021-11-15 16:02:31	                main:574]	:	INFO	:	Epoch 1852 | loss: nan | val_loss: nan | Time: 2219.75 ms
[2021-11-15 16:02:33	                main:574]	:	INFO	:	Epoch 1853 | loss: nan | val_loss: nan | Time: 2197.21 ms
[2021-11-15 16:02:35	                main:574]	:	INFO	:	Epoch 1854 | loss: nan | val_loss: nan | Time: 2224.6 ms
[2021-11-15 16:02:37	                main:574]	:	INFO	:	Epoch 1855 | loss: nan | val_loss: nan | Time: 2163.14 ms
[2021-11-15 16:02:40	                main:574]	:	INFO	:	Epoch 1856 | loss: nan | val_loss: nan | Time: 2192.4 ms
[2021-11-15 16:02:42	                main:574]	:	INFO	:	Epoch 1857 | loss: nan | val_loss: nan | Time: 2179.3 ms
[2021-11-15 16:02:44	                main:574]	:	INFO	:	Epoch 1858 | loss: nan | val_loss: nan | Time: 2210.46 ms
[2021-11-15 16:02:46	                main:574]	:	INFO	:	Epoch 1859 | loss: nan | val_loss: nan | Time: 2193.77 ms
[2021-11-15 16:02:48	                main:574]	:	INFO	:	Epoch 1860 | loss: nan | val_loss: nan | Time: 2180.82 ms
[2021-11-15 16:02:51	                main:574]	:	INFO	:	Epoch 1861 | loss: nan | val_loss: nan | Time: 2254.2 ms
[2021-11-15 16:02:53	                main:574]	:	INFO	:	Epoch 1862 | loss: nan | val_loss: nan | Time: 2225.02 ms
[2021-11-15 16:02:55	                main:574]	:	INFO	:	Epoch 1863 | loss: nan | val_loss: nan | Time: 2195.16 ms
[2021-11-15 16:02:57	                main:574]	:	INFO	:	Epoch 1864 | loss: nan | val_loss: nan | Time: 2213.61 ms
[2021-11-15 16:02:59	                main:574]	:	INFO	:	Epoch 1865 | loss: nan | val_loss: nan | Time: 2172.15 ms
[2021-11-15 16:03:02	                main:574]	:	INFO	:	Epoch 1866 | loss: nan | val_loss: nan | Time: 2235.66 ms
[2021-11-15 16:03:04	                main:574]	:	INFO	:	Epoch 1867 | loss: nan | val_loss: nan | Time: 2189.95 ms
[2021-11-15 16:03:06	                main:574]	:	INFO	:	Epoch 1868 | loss: nan | val_loss: nan | Time: 2179.67 ms
[2021-11-15 16:03:08	                main:574]	:	INFO	:	Epoch 1869 | loss: nan | val_loss: nan | Time: 2251.6 ms
[2021-11-15 16:03:10	                main:574]	:	INFO	:	Epoch 1870 | loss: nan | val_loss: nan | Time: 2189.2 ms
[2021-11-15 16:03:13	                main:574]	:	INFO	:	Epoch 1871 | loss: nan | val_loss: nan | Time: 2211.73 ms
[2021-11-15 16:03:15	                main:574]	:	INFO	:	Epoch 1872 | loss: nan | val_loss: nan | Time: 2207.32 ms
[2021-11-15 16:03:17	                main:574]	:	INFO	:	Epoch 1873 | loss: nan | val_loss: nan | Time: 2187.17 ms
[2021-11-15 16:03:19	                main:574]	:	INFO	:	Epoch 1874 | loss: nan | val_loss: nan | Time: 2225.18 ms
[2021-11-15 16:03:22	                main:574]	:	INFO	:	Epoch 1875 | loss: nan | val_loss: nan | Time: 2209.18 ms
[2021-11-15 16:03:24	                main:574]	:	INFO	:	Epoch 1876 | loss: nan | val_loss: nan | Time: 2181.84 ms
[2021-11-15 16:03:26	                main:574]	:	INFO	:	Epoch 1877 | loss: nan | val_loss: nan | Time: 2199.05 ms
[2021-11-15 16:03:28	                main:574]	:	INFO	:	Epoch 1878 | loss: nan | val_loss: nan | Time: 2181.84 ms
[2021-11-15 16:03:30	                main:574]	:	INFO	:	Epoch 1879 | loss: nan | val_loss: nan | Time: 2205.08 ms
[2021-11-15 16:03:33	                main:574]	:	INFO	:	Epoch 1880 | loss: nan | val_loss: nan | Time: 2221.68 ms
[2021-11-15 16:03:35	                main:574]	:	INFO	:	Epoch 1881 | loss: nan | val_loss: nan | Time: 2200.45 ms
[2021-11-15 16:03:37	                main:574]	:	INFO	:	Epoch 1882 | loss: nan | val_loss: nan | Time: 2202.86 ms
[2021-11-15 16:03:39	                main:574]	:	INFO	:	Epoch 1883 | loss: nan | val_loss: nan | Time: 2200.08 ms
[2021-11-15 16:03:41	                main:574]	:	INFO	:	Epoch 1884 | loss: nan | val_loss: nan | Time: 2228.58 ms
[2021-11-15 16:03:44	                main:574]	:	INFO	:	Epoch 1885 | loss: nan | val_loss: nan | Time: 2196.72 ms
[2021-11-15 16:03:46	                main:574]	:	INFO	:	Epoch 1886 | loss: nan | val_loss: nan | Time: 2197.16 ms
[2021-11-15 16:03:48	                main:574]	:	INFO	:	Epoch 1887 | loss: nan | val_loss: nan | Time: 2200.49 ms
[2021-11-15 16:03:50	                main:574]	:	INFO	:	Epoch 1888 | loss: nan | val_loss: nan | Time: 2172.7 ms
[2021-11-15 16:03:52	                main:574]	:	INFO	:	Epoch 1889 | loss: nan | val_loss: nan | Time: 2198.95 ms
[2021-11-15 16:03:55	                main:574]	:	INFO	:	Epoch 1890 | loss: nan | val_loss: nan | Time: 2186.25 ms
[2021-11-15 16:03:57	                main:574]	:	INFO	:	Epoch 1891 | loss: nan | val_loss: nan | Time: 2214.36 ms
[2021-11-15 16:03:59	                main:574]	:	INFO	:	Epoch 1892 | loss: nan | val_loss: nan | Time: 2208.98 ms
[2021-11-15 16:04:01	                main:574]	:	INFO	:	Epoch 1893 | loss: nan | val_loss: nan | Time: 2189.82 ms
[2021-11-15 16:04:03	                main:574]	:	INFO	:	Epoch 1894 | loss: nan | val_loss: nan | Time: 2205.62 ms
[2021-11-15 16:04:06	                main:574]	:	INFO	:	Epoch 1895 | loss: nan | val_loss: nan | Time: 2176.43 ms
[2021-11-15 16:04:08	                main:574]	:	INFO	:	Epoch 1896 | loss: nan | val_loss: nan | Time: 2234.09 ms
[2021-11-15 16:04:10	                main:574]	:	INFO	:	Epoch 1897 | loss: nan | val_loss: nan | Time: 2188.03 ms
[2021-11-15 16:04:12	                main:574]	:	INFO	:	Epoch 1898 | loss: nan | val_loss: nan | Time: 2193.36 ms
[2021-11-15 16:04:14	                main:574]	:	INFO	:	Epoch 1899 | loss: nan | val_loss: nan | Time: 2217.85 ms
[2021-11-15 16:04:17	                main:574]	:	INFO	:	Epoch 1900 | loss: nan | val_loss: nan | Time: 2192.96 ms
[2021-11-15 16:04:19	                main:574]	:	INFO	:	Epoch 1901 | loss: nan | val_loss: nan | Time: 2199.95 ms
[2021-11-15 16:04:21	                main:574]	:	INFO	:	Epoch 1902 | loss: nan | val_loss: nan | Time: 2191.22 ms
[2021-11-15 16:04:23	                main:574]	:	INFO	:	Epoch 1903 | loss: nan | val_loss: nan | Time: 2195.57 ms
[2021-11-15 16:04:25	                main:574]	:	INFO	:	Epoch 1904 | loss: nan | val_loss: nan | Time: 2206.88 ms
[2021-11-15 16:04:28	                main:574]	:	INFO	:	Epoch 1905 | loss: nan | val_loss: nan | Time: 2193.46 ms
[2021-11-15 16:04:30	                main:574]	:	INFO	:	Epoch 1906 | loss: nan | val_loss: nan | Time: 2217.77 ms
[2021-11-15 16:04:32	                main:574]	:	INFO	:	Epoch 1907 | loss: nan | val_loss: nan | Time: 2198.41 ms
[2021-11-15 16:04:34	                main:574]	:	INFO	:	Epoch 1908 | loss: nan | val_loss: nan | Time: 2196.47 ms
[2021-11-15 16:04:36	                main:574]	:	INFO	:	Epoch 1909 | loss: nan | val_loss: nan | Time: 2181.01 ms
[2021-11-15 16:04:39	                main:574]	:	INFO	:	Epoch 1910 | loss: nan | val_loss: nan | Time: 2195 ms
[2021-11-15 16:04:41	                main:574]	:	INFO	:	Epoch 1911 | loss: nan | val_loss: nan | Time: 2190.13 ms
[2021-11-15 16:04:43	                main:574]	:	INFO	:	Epoch 1912 | loss: nan | val_loss: nan | Time: 2183.3 ms
[2021-11-15 16:04:45	                main:574]	:	INFO	:	Epoch 1913 | loss: nan | val_loss: nan | Time: 2188.42 ms
[2021-11-15 16:04:47	                main:574]	:	INFO	:	Epoch 1914 | loss: nan | val_loss: nan | Time: 2214.66 ms
[2021-11-15 16:04:50	                main:574]	:	INFO	:	Epoch 1915 | loss: nan | val_loss: nan | Time: 2237.29 ms
[2021-11-15 16:04:52	                main:574]	:	INFO	:	Epoch 1916 | loss: nan | val_loss: nan | Time: 2183.66 ms
[2021-11-15 16:04:54	                main:574]	:	INFO	:	Epoch 1917 | loss: nan | val_loss: nan | Time: 2190.59 ms
[2021-11-15 16:04:56	                main:574]	:	INFO	:	Epoch 1918 | loss: nan | val_loss: nan | Time: 2230.58 ms
[2021-11-15 16:04:58	                main:574]	:	INFO	:	Epoch 1919 | loss: nan | val_loss: nan | Time: 2207.02 ms
[2021-11-15 16:05:01	                main:574]	:	INFO	:	Epoch 1920 | loss: nan | val_loss: nan | Time: 2199.95 ms
[2021-11-15 16:05:03	                main:574]	:	INFO	:	Epoch 1921 | loss: nan | val_loss: nan | Time: 2205.24 ms
[2021-11-15 16:05:05	                main:574]	:	INFO	:	Epoch 1922 | loss: nan | val_loss: nan | Time: 2226.91 ms
[2021-11-15 16:05:07	                main:574]	:	INFO	:	Epoch 1923 | loss: nan | val_loss: nan | Time: 2189.13 ms
[2021-11-15 16:05:09	                main:574]	:	INFO	:	Epoch 1924 | loss: nan | val_loss: nan | Time: 2207.2 ms
[2021-11-15 16:05:12	                main:574]	:	INFO	:	Epoch 1925 | loss: nan | val_loss: nan | Time: 2191.64 ms
[2021-11-15 16:05:14	                main:574]	:	INFO	:	Epoch 1926 | loss: nan | val_loss: nan | Time: 2242.48 ms
[2021-11-15 16:05:16	                main:574]	:	INFO	:	Epoch 1927 | loss: nan | val_loss: nan | Time: 2189.12 ms
[2021-11-15 16:05:18	                main:574]	:	INFO	:	Epoch 1928 | loss: nan | val_loss: nan | Time: 2207.53 ms
[2021-11-15 16:05:21	                main:574]	:	INFO	:	Epoch 1929 | loss: nan | val_loss: nan | Time: 2220.3 ms
[2021-11-15 16:05:23	                main:574]	:	INFO	:	Epoch 1930 | loss: nan | val_loss: nan | Time: 2209.42 ms
[2021-11-15 16:05:25	                main:574]	:	INFO	:	Epoch 1931 | loss: nan | val_loss: nan | Time: 2194.56 ms
[2021-11-15 16:05:27	                main:574]	:	INFO	:	Epoch 1932 | loss: nan | val_loss: nan | Time: 2231.35 ms
[2021-11-15 16:05:29	                main:574]	:	INFO	:	Epoch 1933 | loss: nan | val_loss: nan | Time: 2183.66 ms
[2021-11-15 16:05:32	                main:574]	:	INFO	:	Epoch 1934 | loss: nan | val_loss: nan | Time: 2201.11 ms
[2021-11-15 16:05:34	                main:574]	:	INFO	:	Epoch 1935 | loss: nan | val_loss: nan | Time: 2200.44 ms
[2021-11-15 16:05:36	                main:574]	:	INFO	:	Epoch 1936 | loss: nan | val_loss: nan | Time: 2232.84 ms
[2021-11-15 16:05:38	                main:574]	:	INFO	:	Epoch 1937 | loss: nan | val_loss: nan | Time: 2189.83 ms
[2021-11-15 16:05:40	                main:574]	:	INFO	:	Epoch 1938 | loss: nan | val_loss: nan | Time: 2238.53 ms
[2021-11-15 16:05:43	                main:574]	:	INFO	:	Epoch 1939 | loss: nan | val_loss: nan | Time: 2191.63 ms
[2021-11-15 16:05:45	                main:574]	:	INFO	:	Epoch 1940 | loss: nan | val_loss: nan | Time: 2198.65 ms
[2021-11-15 16:05:47	                main:574]	:	INFO	:	Epoch 1941 | loss: nan | val_loss: nan | Time: 2199.9 ms
[2021-11-15 16:05:49	                main:574]	:	INFO	:	Epoch 1942 | loss: nan | val_loss: nan | Time: 2176.37 ms
[2021-11-15 16:05:51	                main:574]	:	INFO	:	Epoch 1943 | loss: nan | val_loss: nan | Time: 2209.35 ms
[2021-11-15 16:05:54	                main:574]	:	INFO	:	Epoch 1944 | loss: nan | val_loss: nan | Time: 2191.73 ms
[2021-11-15 16:05:56	                main:574]	:	INFO	:	Epoch 1945 | loss: nan | val_loss: nan | Time: 2228.74 ms
[2021-11-15 16:05:58	                main:574]	:	INFO	:	Epoch 1946 | loss: nan | val_loss: nan | Time: 2190.37 ms
[2021-11-15 16:06:00	                main:574]	:	INFO	:	Epoch 1947 | loss: nan | val_loss: nan | Time: 2212.72 ms
[2021-11-15 16:06:02	                main:574]	:	INFO	:	Epoch 1948 | loss: nan | val_loss: nan | Time: 2196.12 ms
[2021-11-15 16:06:05	                main:574]	:	INFO	:	Epoch 1949 | loss: nan | val_loss: nan | Time: 2160.22 ms
[2021-11-15 16:06:07	                main:574]	:	INFO	:	Epoch 1950 | loss: nan | val_loss: nan | Time: 2198.21 ms
[2021-11-15 16:06:09	                main:574]	:	INFO	:	Epoch 1951 | loss: nan | val_loss: nan | Time: 2196.04 ms
[2021-11-15 16:06:11	                main:574]	:	INFO	:	Epoch 1952 | loss: nan | val_loss: nan | Time: 2223.43 ms
[2021-11-15 16:06:13	                main:574]	:	INFO	:	Epoch 1953 | loss: nan | val_loss: nan | Time: 2181.47 ms
[2021-11-15 16:06:16	                main:574]	:	INFO	:	Epoch 1954 | loss: nan | val_loss: nan | Time: 2189.13 ms
[2021-11-15 16:06:18	                main:574]	:	INFO	:	Epoch 1955 | loss: nan | val_loss: nan | Time: 2210.36 ms
[2021-11-15 16:06:20	                main:574]	:	INFO	:	Epoch 1956 | loss: nan | val_loss: nan | Time: 2199.14 ms
[2021-11-15 16:06:22	                main:574]	:	INFO	:	Epoch 1957 | loss: nan | val_loss: nan | Time: 2183.46 ms
[2021-11-15 16:06:24	                main:574]	:	INFO	:	Epoch 1958 | loss: nan | val_loss: nan | Time: 2224.26 ms
[2021-11-15 16:06:27	                main:574]	:	INFO	:	Epoch 1959 | loss: nan | val_loss: nan | Time: 2201.66 ms
[2021-11-15 16:06:29	                main:574]	:	INFO	:	Epoch 1960 | loss: nan | val_loss: nan | Time: 2244.98 ms
[2021-11-15 16:06:31	                main:574]	:	INFO	:	Epoch 1961 | loss: nan | val_loss: nan | Time: 2195.25 ms
[2021-11-15 16:06:33	                main:574]	:	INFO	:	Epoch 1962 | loss: nan | val_loss: nan | Time: 2223.24 ms
[2021-11-15 16:06:36	                main:574]	:	INFO	:	Epoch 1963 | loss: nan | val_loss: nan | Time: 2217.34 ms
[2021-11-15 16:06:38	                main:574]	:	INFO	:	Epoch 1964 | loss: nan | val_loss: nan | Time: 2174.44 ms
[2021-11-15 16:06:40	                main:574]	:	INFO	:	Epoch 1965 | loss: nan | val_loss: nan | Time: 2222.58 ms
[2021-11-15 16:06:42	                main:574]	:	INFO	:	Epoch 1966 | loss: nan | val_loss: nan | Time: 2211.47 ms
[2021-11-15 16:06:44	                main:574]	:	INFO	:	Epoch 1967 | loss: nan | val_loss: nan | Time: 2228.32 ms
[2021-11-15 16:06:47	                main:574]	:	INFO	:	Epoch 1968 | loss: nan | val_loss: nan | Time: 2186.13 ms
[2021-11-15 16:06:49	                main:574]	:	INFO	:	Epoch 1969 | loss: nan | val_loss: nan | Time: 2199.37 ms
[2021-11-15 16:06:51	                main:574]	:	INFO	:	Epoch 1970 | loss: nan | val_loss: nan | Time: 2209.74 ms
[2021-11-15 16:06:53	                main:574]	:	INFO	:	Epoch 1971 | loss: nan | val_loss: nan | Time: 2215.74 ms
[2021-11-15 16:06:56	                main:574]	:	INFO	:	Epoch 1972 | loss: nan | val_loss: nan | Time: 2239.6 ms
[2021-11-15 16:06:58	                main:574]	:	INFO	:	Epoch 1973 | loss: nan | val_loss: nan | Time: 2198.52 ms
[2021-11-15 16:07:00	                main:574]	:	INFO	:	Epoch 1974 | loss: nan | val_loss: nan | Time: 2205.9 ms
[2021-11-15 16:07:02	                main:574]	:	INFO	:	Epoch 1975 | loss: nan | val_loss: nan | Time: 2194.52 ms
[2021-11-15 16:07:04	                main:574]	:	INFO	:	Epoch 1976 | loss: nan | val_loss: nan | Time: 2215.63 ms
[2021-11-15 16:07:07	                main:574]	:	INFO	:	Epoch 1977 | loss: nan | val_loss: nan | Time: 2204.09 ms
[2021-11-15 16:07:09	                main:574]	:	INFO	:	Epoch 1978 | loss: nan | val_loss: nan | Time: 2182.02 ms
[2021-11-15 16:07:11	                main:574]	:	INFO	:	Epoch 1979 | loss: nan | val_loss: nan | Time: 2209.54 ms
[2021-11-15 16:07:13	                main:574]	:	INFO	:	Epoch 1980 | loss: nan | val_loss: nan | Time: 2207.3 ms
[2021-11-15 16:07:15	                main:574]	:	INFO	:	Epoch 1981 | loss: nan | val_loss: nan | Time: 2191.06 ms
[2021-11-15 16:07:18	                main:574]	:	INFO	:	Epoch 1982 | loss: nan | val_loss: nan | Time: 2216.53 ms
[2021-11-15 16:07:20	                main:574]	:	INFO	:	Epoch 1983 | loss: nan | val_loss: nan | Time: 2217.19 ms
[2021-11-15 16:07:22	                main:574]	:	INFO	:	Epoch 1984 | loss: nan | val_loss: nan | Time: 2183.23 ms
[2021-11-15 16:07:24	                main:574]	:	INFO	:	Epoch 1985 | loss: nan | val_loss: nan | Time: 2194.01 ms
[2021-11-15 16:07:26	                main:574]	:	INFO	:	Epoch 1986 | loss: nan | val_loss: nan | Time: 2204.23 ms
[2021-11-15 16:07:29	                main:574]	:	INFO	:	Epoch 1987 | loss: nan | val_loss: nan | Time: 2197.05 ms
[2021-11-15 16:07:31	                main:574]	:	INFO	:	Epoch 1988 | loss: nan | val_loss: nan | Time: 2174.99 ms
[2021-11-15 16:07:33	                main:574]	:	INFO	:	Epoch 1989 | loss: nan | val_loss: nan | Time: 2199.11 ms
[2021-11-15 16:07:35	                main:574]	:	INFO	:	Epoch 1990 | loss: nan | val_loss: nan | Time: 2194.74 ms
[2021-11-15 16:07:37	                main:574]	:	INFO	:	Epoch 1991 | loss: nan | val_loss: nan | Time: 2222.3 ms
[2021-11-15 16:07:40	                main:574]	:	INFO	:	Epoch 1992 | loss: nan | val_loss: nan | Time: 2216.9 ms
[2021-11-15 16:07:42	                main:574]	:	INFO	:	Epoch 1993 | loss: nan | val_loss: nan | Time: 2202.56 ms
[2021-11-15 16:07:44	                main:574]	:	INFO	:	Epoch 1994 | loss: nan | val_loss: nan | Time: 2204.8 ms
[2021-11-15 16:07:46	                main:574]	:	INFO	:	Epoch 1995 | loss: nan | val_loss: nan | Time: 2181.52 ms
[2021-11-15 16:07:48	                main:574]	:	INFO	:	Epoch 1996 | loss: nan | val_loss: nan | Time: 2204.39 ms
[2021-11-15 16:07:51	                main:574]	:	INFO	:	Epoch 1997 | loss: nan | val_loss: nan | Time: 2222.97 ms
[2021-11-15 16:07:53	                main:574]	:	INFO	:	Epoch 1998 | loss: nan | val_loss: nan | Time: 2174.87 ms
[2021-11-15 16:07:55	                main:574]	:	INFO	:	Epoch 1999 | loss: nan | val_loss: nan | Time: 2196.39 ms
[2021-11-15 16:07:57	                main:574]	:	INFO	:	Epoch 2000 | loss: nan | val_loss: nan | Time: 2203.25 ms
[2021-11-15 16:07:59	                main:574]	:	INFO	:	Epoch 2001 | loss: nan | val_loss: nan | Time: 2179.66 ms
[2021-11-15 16:08:02	                main:574]	:	INFO	:	Epoch 2002 | loss: nan | val_loss: nan | Time: 2189.31 ms
[2021-11-15 16:08:04	                main:574]	:	INFO	:	Epoch 2003 | loss: nan | val_loss: nan | Time: 2193.62 ms
[2021-11-15 16:08:06	                main:574]	:	INFO	:	Epoch 2004 | loss: nan | val_loss: nan | Time: 2174.65 ms
[2021-11-15 16:08:08	                main:574]	:	INFO	:	Epoch 2005 | loss: nan | val_loss: nan | Time: 2187.12 ms
[2021-11-15 16:08:10	                main:574]	:	INFO	:	Epoch 2006 | loss: nan | val_loss: nan | Time: 2222.16 ms
[2021-11-15 16:08:13	                main:574]	:	INFO	:	Epoch 2007 | loss: nan | val_loss: nan | Time: 2233.75 ms
[2021-11-15 16:08:15	                main:574]	:	INFO	:	Epoch 2008 | loss: nan | val_loss: nan | Time: 2173.25 ms
[2021-11-15 16:08:17	                main:574]	:	INFO	:	Epoch 2009 | loss: nan | val_loss: nan | Time: 2211.07 ms
[2021-11-15 16:08:19	                main:574]	:	INFO	:	Epoch 2010 | loss: nan | val_loss: nan | Time: 2211.52 ms
[2021-11-15 16:08:21	                main:574]	:	INFO	:	Epoch 2011 | loss: nan | val_loss: nan | Time: 2211.34 ms
[2021-11-15 16:08:24	                main:574]	:	INFO	:	Epoch 2012 | loss: nan | val_loss: nan | Time: 2180.93 ms
[2021-11-15 16:08:26	                main:574]	:	INFO	:	Epoch 2013 | loss: nan | val_loss: nan | Time: 2213.44 ms
[2021-11-15 16:08:28	                main:574]	:	INFO	:	Epoch 2014 | loss: nan | val_loss: nan | Time: 2191.24 ms
[2021-11-15 16:08:30	                main:574]	:	INFO	:	Epoch 2015 | loss: nan | val_loss: nan | Time: 2234.51 ms
[2021-11-15 16:08:32	                main:574]	:	INFO	:	Epoch 2016 | loss: nan | val_loss: nan | Time: 2192.88 ms
[2021-11-15 16:08:35	                main:574]	:	INFO	:	Epoch 2017 | loss: nan | val_loss: nan | Time: 2225.47 ms
[2021-11-15 16:08:37	                main:574]	:	INFO	:	Epoch 2018 | loss: nan | val_loss: nan | Time: 2205.09 ms
[2021-11-15 16:08:39	                main:574]	:	INFO	:	Epoch 2019 | loss: nan | val_loss: nan | Time: 2203.46 ms
[2021-11-15 16:08:41	                main:574]	:	INFO	:	Epoch 2020 | loss: nan | val_loss: nan | Time: 2207.78 ms
[2021-11-15 16:08:44	                main:574]	:	INFO	:	Epoch 2021 | loss: nan | val_loss: nan | Time: 2238.86 ms
[2021-11-15 16:08:46	                main:574]	:	INFO	:	Epoch 2022 | loss: nan | val_loss: nan | Time: 2230.92 ms
[2021-11-15 16:08:48	                main:574]	:	INFO	:	Epoch 2023 | loss: nan | val_loss: nan | Time: 2182.61 ms
[2021-11-15 16:08:50	                main:574]	:	INFO	:	Epoch 2024 | loss: nan | val_loss: nan | Time: 2216.03 ms
[2021-11-15 16:08:52	                main:574]	:	INFO	:	Epoch 2025 | loss: nan | val_loss: nan | Time: 2199.15 ms
[2021-11-15 16:08:55	                main:574]	:	INFO	:	Epoch 2026 | loss: nan | val_loss: nan | Time: 2191.5 ms
[2021-11-15 16:08:57	                main:574]	:	INFO	:	Epoch 2027 | loss: nan | val_loss: nan | Time: 2206.08 ms
[2021-11-15 16:08:59	                main:574]	:	INFO	:	Epoch 2028 | loss: nan | val_loss: nan | Time: 2197.41 ms
[2021-11-15 16:09:01	                main:574]	:	INFO	:	Epoch 2029 | loss: nan | val_loss: nan | Time: 2196.59 ms
[2021-11-15 16:09:03	                main:574]	:	INFO	:	Epoch 2030 | loss: nan | val_loss: nan | Time: 2212.69 ms
[2021-11-15 16:09:06	                main:574]	:	INFO	:	Epoch 2031 | loss: nan | val_loss: nan | Time: 2252.05 ms
[2021-11-15 16:09:08	                main:574]	:	INFO	:	Epoch 2032 | loss: nan | val_loss: nan | Time: 2232.52 ms
[2021-11-15 16:09:10	                main:574]	:	INFO	:	Epoch 2033 | loss: nan | val_loss: nan | Time: 2201.51 ms
[2021-11-15 16:09:12	                main:574]	:	INFO	:	Epoch 2034 | loss: nan | val_loss: nan | Time: 2193.75 ms
[2021-11-15 16:09:15	                main:574]	:	INFO	:	Epoch 2035 | loss: nan | val_loss: nan | Time: 2230.96 ms
[2021-11-15 16:09:17	                main:574]	:	INFO	:	Epoch 2036 | loss: nan | val_loss: nan | Time: 2194.09 ms
[2021-11-15 16:09:19	                main:574]	:	INFO	:	Epoch 2037 | loss: nan | val_loss: nan | Time: 2201.74 ms
[2021-11-15 16:09:21	                main:574]	:	INFO	:	Epoch 2038 | loss: nan | val_loss: nan | Time: 2206.96 ms
[2021-11-15 16:09:23	                main:574]	:	INFO	:	Epoch 2039 | loss: nan | val_loss: nan | Time: 2232.32 ms
[2021-11-15 16:09:26	                main:574]	:	INFO	:	Epoch 2040 | loss: nan | val_loss: nan | Time: 2201.73 ms
[2021-11-15 16:09:28	                main:574]	:	INFO	:	Epoch 2041 | loss: nan | val_loss: nan | Time: 2212.25 ms
[2021-11-15 16:09:30	                main:574]	:	INFO	:	Epoch 2042 | loss: nan | val_loss: nan | Time: 2182.75 ms
[2021-11-15 16:09:32	                main:574]	:	INFO	:	Epoch 2043 | loss: nan | val_loss: nan | Time: 2202.25 ms
[2021-11-15 16:09:34	                main:574]	:	INFO	:	Epoch 2044 | loss: nan | val_loss: nan | Time: 2214.23 ms
[2021-11-15 16:09:37	                main:574]	:	INFO	:	Epoch 2045 | loss: nan | val_loss: nan | Time: 2185.34 ms
[2021-11-15 16:09:39	                main:574]	:	INFO	:	Epoch 2046 | loss: nan | val_loss: nan | Time: 2216.98 ms
[2021-11-15 16:09:41	                main:574]	:	INFO	:	Epoch 2047 | loss: nan | val_loss: nan | Time: 2222.49 ms
[2021-11-15 16:09:43	                main:574]	:	INFO	:	Epoch 2048 | loss: nan | val_loss: nan | Time: 2223.06 ms
[2021-11-15 16:09:43	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss nan
[2021-11-15 16:09:43	                main:603]	:	INFO	:	Saving end state to config to file
[2021-11-15 16:09:43	                main:608]	:	INFO	:	Success, exiting..
16:09:43 (5360): 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)