Task 3752558

Name ParityModified-1611091434-2184-2_0
Workunit 1929002
Created 21 Jan 2021, 22:03:44 UTC
Sent 22 Jan 2021, 8:45:55 UTC
Report deadline 29 Jan 2021, 8:45:55 UTC
Received 22 Jan 2021, 14:18:50 UTC
Server state Over
Outcome Validate error
Client state Done
Exit status 0 (0x00000000)
Computer ID 311
Run time 54 min 59 sec
CPU time 53 min 51 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 3,941.34 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 1.64 GB
Peak swap size 3.62 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
1536 | loss: 0.0311986 | val_loss: 0.031206 | Time: 1551.04 ms
[2021-01-22 05:03:50	                main:574]	:	INFO	:	Epoch 1537 | loss: 0.0312003 | val_loss: 0.0312069 | Time: 1571.91 ms
[2021-01-22 05:03:52	                main:574]	:	INFO	:	Epoch 1538 | loss: 0.0311984 | val_loss: 0.0312063 | Time: 1607.1 ms
[2021-01-22 05:03:53	                main:574]	:	INFO	:	Epoch 1539 | loss: 0.0311994 | val_loss: 0.031205 | Time: 1605.35 ms
[2021-01-22 05:03:55	                main:574]	:	INFO	:	Epoch 1540 | loss: 0.0311988 | val_loss: 0.0312054 | Time: 1590.41 ms
[2021-01-22 05:03:57	                main:574]	:	INFO	:	Epoch 1541 | loss: 0.0311984 | val_loss: 0.0312039 | Time: 1579.56 ms
[2021-01-22 05:03:58	                main:574]	:	INFO	:	Epoch 1542 | loss: 0.0311977 | val_loss: 0.0312064 | Time: 1555.17 ms
[2021-01-22 05:04:00	                main:574]	:	INFO	:	Epoch 1543 | loss: 0.0311978 | val_loss: 0.0312054 | Time: 1568 ms
[2021-01-22 05:04:01	                main:574]	:	INFO	:	Epoch 1544 | loss: 0.0311984 | val_loss: 0.0312055 | Time: 1593.09 ms
[2021-01-22 05:04:03	                main:574]	:	INFO	:	Epoch 1545 | loss: 0.0311988 | val_loss: 0.0312049 | Time: 1531.25 ms
[2021-01-22 05:04:04	                main:574]	:	INFO	:	Epoch 1546 | loss: 0.0311976 | val_loss: 0.0312051 | Time: 1581.47 ms
[2021-01-22 05:04:06	                main:574]	:	INFO	:	Epoch 1547 | loss: 0.0311995 | val_loss: 0.0312056 | Time: 1587.18 ms
[2021-01-22 05:04:08	                main:574]	:	INFO	:	Epoch 1548 | loss: 0.0312019 | val_loss: 0.0312052 | Time: 1575.48 ms
[2021-01-22 05:04:09	                main:574]	:	INFO	:	Epoch 1549 | loss: 0.0311992 | val_loss: 0.031206 | Time: 1557.66 ms
[2021-01-22 05:04:11	                main:574]	:	INFO	:	Epoch 1550 | loss: 0.0311983 | val_loss: 0.0312052 | Time: 1579.01 ms
[2021-01-22 05:04:12	                main:574]	:	INFO	:	Epoch 1551 | loss: 0.0311977 | val_loss: 0.0312044 | Time: 1559.82 ms
[2021-01-22 05:04:14	                main:574]	:	INFO	:	Epoch 1552 | loss: 0.0311981 | val_loss: 0.0312073 | Time: 1567.71 ms
[2021-01-22 05:04:16	                main:574]	:	INFO	:	Epoch 1553 | loss: 0.0311979 | val_loss: 0.0312049 | Time: 1585.88 ms
[2021-01-22 05:04:17	                main:574]	:	INFO	:	Epoch 1554 | loss: 0.0311974 | val_loss: 0.0312056 | Time: 1544.24 ms
[2021-01-22 05:04:19	                main:574]	:	INFO	:	Epoch 1555 | loss: 0.0311981 | val_loss: 0.0312053 | Time: 1646.6 ms
[2021-01-22 05:04:20	                main:574]	:	INFO	:	Epoch 1556 | loss: 0.0311987 | val_loss: 0.031207 | Time: 1594.21 ms
[2021-01-22 05:04:22	                main:574]	:	INFO	:	Epoch 1557 | loss: 0.0311981 | val_loss: 0.0312074 | Time: 1537.4 ms
[2021-01-22 05:04:23	                main:574]	:	INFO	:	Epoch 1558 | loss: 0.0311986 | val_loss: 0.031208 | Time: 1567.33 ms
[2021-01-22 05:04:25	                main:574]	:	INFO	:	Epoch 1559 | loss: 0.0311976 | val_loss: 0.0312035 | Time: 1554.98 ms
[2021-01-22 05:04:27	                main:574]	:	INFO	:	Epoch 1560 | loss: 0.0311969 | val_loss: 0.0312062 | Time: 1578.12 ms
[2021-01-22 05:04:28	                main:574]	:	INFO	:	Epoch 1561 | loss: 0.0311975 | val_loss: 0.031206 | Time: 1569.44 ms
[2021-01-22 05:04:30	                main:574]	:	INFO	:	Epoch 1562 | loss: 0.0311979 | val_loss: 0.0312079 | Time: 1574.7 ms
[2021-01-22 05:04:31	                main:574]	:	INFO	:	Epoch 1563 | loss: 0.0311976 | val_loss: 0.0312066 | Time: 1580.12 ms
[2021-01-22 05:04:33	                main:574]	:	INFO	:	Epoch 1564 | loss: 0.031199 | val_loss: 0.0312048 | Time: 1593.06 ms
[2021-01-22 05:04:35	                main:574]	:	INFO	:	Epoch 1565 | loss: 0.031201 | val_loss: 0.0312095 | Time: 1573.07 ms
[2021-01-22 05:04:36	                main:574]	:	INFO	:	Epoch 1566 | loss: 0.0311983 | val_loss: 0.0312067 | Time: 1577.18 ms
[2021-01-22 05:04:38	                main:574]	:	INFO	:	Epoch 1567 | loss: 0.0311984 | val_loss: 0.0312082 | Time: 1615.52 ms
[2021-01-22 05:04:39	                main:574]	:	INFO	:	Epoch 1568 | loss: 0.0311976 | val_loss: 0.0312044 | Time: 1561.65 ms
[2021-01-22 05:04:41	                main:574]	:	INFO	:	Epoch 1569 | loss: 0.0311971 | val_loss: 0.0312048 | Time: 1577.31 ms
[2021-01-22 05:04:43	                main:574]	:	INFO	:	Epoch 1570 | loss: 0.0311964 | val_loss: 0.0312068 | Time: 1571.79 ms
[2021-01-22 05:04:44	                main:574]	:	INFO	:	Epoch 1571 | loss: 0.0311978 | val_loss: 0.0312126 | Time: 1568.72 ms
[2021-01-22 05:04:46	                main:574]	:	INFO	:	Epoch 1572 | loss: 0.0311992 | val_loss: 0.0312053 | Time: 1560.84 ms
[2021-01-22 05:04:47	                main:574]	:	INFO	:	Epoch 1573 | loss: 0.0311993 | val_loss: 0.0312075 | Time: 1589.28 ms
[2021-01-22 05:04:49	                main:574]	:	INFO	:	Epoch 1574 | loss: 0.0312021 | val_loss: 0.0312061 | Time: 1649.28 ms
[2021-01-22 05:04:51	                main:574]	:	INFO	:	Epoch 1575 | loss: 0.0312012 | val_loss: 0.0312065 | Time: 1573.82 ms
[2021-01-22 05:04:52	                main:574]	:	INFO	:	Epoch 1576 | loss: 0.0312002 | val_loss: 0.0312063 | Time: 1567.72 ms
[2021-01-22 05:04:54	                main:574]	:	INFO	:	Epoch 1577 | loss: 0.0311998 | val_loss: 0.0312057 | Time: 1587.24 ms
[2021-01-22 05:04:55	                main:574]	:	INFO	:	Epoch 1578 | loss: 0.0311981 | val_loss: 0.0312059 | Time: 1582.84 ms
[2021-01-22 05:04:57	                main:574]	:	INFO	:	Epoch 1579 | loss: 0.0311982 | val_loss: 0.0312071 | Time: 1580 ms
[2021-01-22 05:04:59	                main:574]	:	INFO	:	Epoch 1580 | loss: 0.0311977 | val_loss: 0.0312062 | Time: 1598.5 ms
[2021-01-22 05:05:00	                main:574]	:	INFO	:	Epoch 1581 | loss: 0.0312017 | val_loss: 0.0312142 | Time: 1570.25 ms
[2021-01-22 05:05:02	                main:574]	:	INFO	:	Epoch 1582 | loss: 0.0312024 | val_loss: 0.0312088 | Time: 1586.91 ms
[2021-01-22 05:05:03	                main:574]	:	INFO	:	Epoch 1583 | loss: 0.0311983 | val_loss: 0.0312061 | Time: 1567.58 ms
[2021-01-22 05:05:05	                main:574]	:	INFO	:	Epoch 1584 | loss: 0.0311979 | val_loss: 0.0312059 | Time: 1540.55 ms
[2021-01-22 05:05:06	                main:574]	:	INFO	:	Epoch 1585 | loss: 0.0311975 | val_loss: 0.0312075 | Time: 1590.72 ms
[2021-01-22 05:05:08	                main:574]	:	INFO	:	Epoch 1586 | loss: 0.0311981 | val_loss: 0.0312056 | Time: 1549.57 ms
[2021-01-22 05:05:10	                main:574]	:	INFO	:	Epoch 1587 | loss: 0.0311995 | val_loss: 0.0312078 | Time: 1566.39 ms
[2021-01-22 05:05:11	                main:574]	:	INFO	:	Epoch 1588 | loss: 0.0311994 | val_loss: 0.03121 | Time: 1562.37 ms
[2021-01-22 05:05:13	                main:574]	:	INFO	:	Epoch 1589 | loss: 0.031199 | val_loss: 0.0312068 | Time: 1567.76 ms
[2021-01-22 05:05:14	                main:574]	:	INFO	:	Epoch 1590 | loss: 0.0311972 | val_loss: 0.0312073 | Time: 1561.7 ms
[2021-01-22 05:05:16	                main:574]	:	INFO	:	Epoch 1591 | loss: 0.0311989 | val_loss: 0.0312067 | Time: 1567.21 ms
[2021-01-22 05:05:17	                main:574]	:	INFO	:	Epoch 1592 | loss: 0.0311978 | val_loss: 0.0312064 | Time: 1532.4 ms
[2021-01-22 05:05:19	                main:574]	:	INFO	:	Epoch 1593 | loss: 0.031197 | val_loss: 0.0312063 | Time: 1604.11 ms
[2021-01-22 05:05:21	                main:574]	:	INFO	:	Epoch 1594 | loss: 0.0311971 | val_loss: 0.0312047 | Time: 1585.91 ms
[2021-01-22 05:05:22	                main:574]	:	INFO	:	Epoch 1595 | loss: 0.0311976 | val_loss: 0.0312071 | Time: 1571.74 ms
[2021-01-22 05:05:24	                main:574]	:	INFO	:	Epoch 1596 | loss: 0.0311968 | val_loss: 0.0312051 | Time: 1577.49 ms
[2021-01-22 05:05:25	                main:574]	:	INFO	:	Epoch 1597 | loss: 0.0311963 | val_loss: 0.031206 | Time: 1573.92 ms
[2021-01-22 05:05:27	                main:574]	:	INFO	:	Epoch 1598 | loss: 0.0311972 | val_loss: 0.0312069 | Time: 1601.06 ms
[2021-01-22 05:05:29	                main:574]	:	INFO	:	Epoch 1599 | loss: 0.0311967 | val_loss: 0.0312099 | Time: 1609.84 ms
[2021-01-22 05:05:30	                main:574]	:	INFO	:	Epoch 1600 | loss: 0.0311968 | val_loss: 0.0312068 | Time: 1588.16 ms
[2021-01-22 05:05:32	                main:574]	:	INFO	:	Epoch 1601 | loss: 0.0311968 | val_loss: 0.0312071 | Time: 1602.92 ms
[2021-01-22 05:05:33	                main:574]	:	INFO	:	Epoch 1602 | loss: 0.031197 | val_loss: 0.0312083 | Time: 1603.5 ms
[2021-01-22 05:05:35	                main:574]	:	INFO	:	Epoch 1603 | loss: 0.0311961 | val_loss: 0.0312071 | Time: 1580.31 ms
[2021-01-22 05:05:37	                main:574]	:	INFO	:	Epoch 1604 | loss: 0.0311969 | val_loss: 0.0312087 | Time: 1560.33 ms
[2021-01-22 05:05:38	                main:574]	:	INFO	:	Epoch 1605 | loss: 0.0311969 | val_loss: 0.0312065 | Time: 1573.58 ms
[2021-01-22 05:05:40	                main:574]	:	INFO	:	Epoch 1606 | loss: 0.0311982 | val_loss: 0.0312055 | Time: 1564.64 ms
[2021-01-22 05:05:41	                main:574]	:	INFO	:	Epoch 1607 | loss: 0.0311965 | val_loss: 0.0312062 | Time: 1578.9 ms
[2021-01-22 05:05:43	                main:574]	:	INFO	:	Epoch 1608 | loss: 0.031196 | val_loss: 0.0312068 | Time: 1592.98 ms
[2021-01-22 05:05:45	                main:574]	:	INFO	:	Epoch 1609 | loss: 0.0311966 | val_loss: 0.0312074 | Time: 1536.17 ms
[2021-01-22 05:05:46	                main:574]	:	INFO	:	Epoch 1610 | loss: 0.0311964 | val_loss: 0.0312097 | Time: 1571.37 ms
[2021-01-22 05:05:48	                main:574]	:	INFO	:	Epoch 1611 | loss: 0.0311955 | val_loss: 0.0312069 | Time: 1559.14 ms
[2021-01-22 05:05:49	                main:574]	:	INFO	:	Epoch 1612 | loss: 0.0311966 | val_loss: 0.0312061 | Time: 1552.49 ms
[2021-01-22 05:05:51	                main:574]	:	INFO	:	Epoch 1613 | loss: 0.0311958 | val_loss: 0.0312088 | Time: 1610.94 ms
[2021-01-22 05:05:53	                main:574]	:	INFO	:	Epoch 1614 | loss: 0.0311959 | val_loss: 0.0312053 | Time: 1572.88 ms
[2021-01-22 05:05:54	                main:574]	:	INFO	:	Epoch 1615 | loss: 0.0311965 | val_loss: 0.0312061 | Time: 1553.37 ms
[2021-01-22 05:05:56	                main:574]	:	INFO	:	Epoch 1616 | loss: 0.0311967 | val_loss: 0.0312077 | Time: 1633.58 ms
[2021-01-22 05:05:57	                main:574]	:	INFO	:	Epoch 1617 | loss: 0.0311995 | val_loss: 0.0312062 | Time: 1556.17 ms
[2021-01-22 05:05:59	                main:574]	:	INFO	:	Epoch 1618 | loss: 0.0311995 | val_loss: 0.0312058 | Time: 1586.11 ms
[2021-01-22 05:06:01	                main:574]	:	INFO	:	Epoch 1619 | loss: 0.0311984 | val_loss: 0.0312045 | Time: 1595.2 ms
[2021-01-22 05:06:02	                main:574]	:	INFO	:	Epoch 1620 | loss: 0.0311988 | val_loss: 0.0312077 | Time: 1588.14 ms
[2021-01-22 05:06:04	                main:574]	:	INFO	:	Epoch 1621 | loss: 0.031198 | val_loss: 0.0312072 | Time: 1563.94 ms
[2021-01-22 05:06:05	                main:574]	:	INFO	:	Epoch 1622 | loss: 0.0311979 | val_loss: 0.0312064 | Time: 1552.28 ms
[2021-01-22 05:06:07	                main:574]	:	INFO	:	Epoch 1623 | loss: 0.0311972 | val_loss: 0.0312078 | Time: 1573.58 ms
[2021-01-22 05:06:08	                main:574]	:	INFO	:	Epoch 1624 | loss: 0.031197 | val_loss: 0.0312088 | Time: 1611.87 ms
[2021-01-22 05:06:10	                main:574]	:	INFO	:	Epoch 1625 | loss: 0.0311976 | val_loss: 0.0312061 | Time: 1591.24 ms
[2021-01-22 05:06:12	                main:574]	:	INFO	:	Epoch 1626 | loss: 0.031197 | val_loss: 0.0312087 | Time: 1625.58 ms
[2021-01-22 05:06:13	                main:574]	:	INFO	:	Epoch 1627 | loss: 0.0311971 | val_loss: 0.0312083 | Time: 1578.15 ms
[2021-01-22 05:06:15	                main:574]	:	INFO	:	Epoch 1628 | loss: 0.0311958 | val_loss: 0.0312068 | Time: 1599.59 ms
[2021-01-22 05:06:16	                main:574]	:	INFO	:	Epoch 1629 | loss: 0.0311956 | val_loss: 0.031207 | Time: 1575.19 ms
[2021-01-22 05:06:18	                main:574]	:	INFO	:	Epoch 1630 | loss: 0.0311955 | val_loss: 0.0312072 | Time: 1564.4 ms
[2021-01-22 05:06:20	                main:574]	:	INFO	:	Epoch 1631 | loss: 0.0311957 | val_loss: 0.0312081 | Time: 1590.17 ms
[2021-01-22 05:06:21	                main:574]	:	INFO	:	Epoch 1632 | loss: 0.0311965 | val_loss: 0.0312088 | Time: 1583.2 ms
[2021-01-22 05:06:23	                main:574]	:	INFO	:	Epoch 1633 | loss: 0.0311964 | val_loss: 0.031209 | Time: 1570.62 ms
[2021-01-22 05:06:24	                main:574]	:	INFO	:	Epoch 1634 | loss: 0.0311974 | val_loss: 0.0312099 | Time: 1572.5 ms
[2021-01-22 05:06:26	                main:574]	:	INFO	:	Epoch 1635 | loss: 0.0311971 | val_loss: 0.0312087 | Time: 1551.72 ms
[2021-01-22 05:06:28	                main:574]	:	INFO	:	Epoch 1636 | loss: 0.0311966 | val_loss: 0.0312091 | Time: 1568.52 ms
[2021-01-22 05:06:29	                main:574]	:	INFO	:	Epoch 1637 | loss: 0.0311965 | val_loss: 0.0312087 | Time: 1598.78 ms
[2021-01-22 05:06:31	                main:574]	:	INFO	:	Epoch 1638 | loss: 0.0311974 | val_loss: 0.031209 | Time: 1589.27 ms
[2021-01-22 05:06:32	                main:574]	:	INFO	:	Epoch 1639 | loss: 0.0311969 | val_loss: 0.0312083 | Time: 1611.96 ms
[2021-01-22 05:06:34	                main:574]	:	INFO	:	Epoch 1640 | loss: 0.0311972 | val_loss: 0.0312092 | Time: 1615.93 ms
[2021-01-22 05:06:36	                main:574]	:	INFO	:	Epoch 1641 | loss: 0.0312004 | val_loss: 0.0312105 | Time: 1569.99 ms
[2021-01-22 05:06:37	                main:574]	:	INFO	:	Epoch 1642 | loss: 0.0312013 | val_loss: 0.0312097 | Time: 1580.64 ms
[2021-01-22 05:06:39	                main:574]	:	INFO	:	Epoch 1643 | loss: 0.0311985 | val_loss: 0.0312082 | Time: 1600.2 ms
[2021-01-22 05:06:40	                main:574]	:	INFO	:	Epoch 1644 | loss: 0.0311972 | val_loss: 0.0312112 | Time: 1551.96 ms
[2021-01-22 05:06:42	                main:574]	:	INFO	:	Epoch 1645 | loss: 0.0311956 | val_loss: 0.0312114 | Time: 1597.45 ms
[2021-01-22 05:06:44	                main:574]	:	INFO	:	Epoch 1646 | loss: 0.0311983 | val_loss: 0.0312102 | Time: 1573.99 ms
[2021-01-22 05:06:45	                main:574]	:	INFO	:	Epoch 1647 | loss: 0.031197 | val_loss: 0.0312089 | Time: 1545.65 ms
[2021-01-22 05:06:47	                main:574]	:	INFO	:	Epoch 1648 | loss: 0.0311961 | val_loss: 0.0312093 | Time: 1558.6 ms
[2021-01-22 05:06:48	                main:574]	:	INFO	:	Epoch 1649 | loss: 0.0311954 | val_loss: 0.0312113 | Time: 1554.56 ms
[2021-01-22 05:06:50	                main:574]	:	INFO	:	Epoch 1650 | loss: 0.0311958 | val_loss: 0.0312074 | Time: 1573.47 ms
[2021-01-22 05:06:51	                main:574]	:	INFO	:	Epoch 1651 | loss: 0.0311969 | val_loss: 0.0312092 | Time: 1551.66 ms
[2021-01-22 05:06:53	                main:574]	:	INFO	:	Epoch 1652 | loss: 0.0311972 | val_loss: 0.0312083 | Time: 1563.32 ms
[2021-01-22 05:06:55	                main:574]	:	INFO	:	Epoch 1653 | loss: 0.0311965 | val_loss: 0.0312092 | Time: 1563.61 ms
[2021-01-22 05:06:56	                main:574]	:	INFO	:	Epoch 1654 | loss: 0.0311975 | val_loss: 0.0312071 | Time: 1574.34 ms
[2021-01-22 05:06:58	                main:574]	:	INFO	:	Epoch 1655 | loss: 0.0311965 | val_loss: 0.0312068 | Time: 1555.48 ms
[2021-01-22 05:06:59	                main:574]	:	INFO	:	Epoch 1656 | loss: 0.0311958 | val_loss: 0.0312064 | Time: 1588.43 ms
[2021-01-22 05:07:01	                main:574]	:	INFO	:	Epoch 1657 | loss: 0.0311967 | val_loss: 0.0312059 | Time: 1625.85 ms
[2021-01-22 05:07:03	                main:574]	:	INFO	:	Epoch 1658 | loss: 0.0311966 | val_loss: 0.0312064 | Time: 1576.75 ms
[2021-01-22 05:07:04	                main:574]	:	INFO	:	Epoch 1659 | loss: 0.0311959 | val_loss: 0.0312069 | Time: 1590.9 ms
[2021-01-22 05:07:06	                main:574]	:	INFO	:	Epoch 1660 | loss: 0.0311965 | val_loss: 0.0312082 | Time: 1586.28 ms
[2021-01-22 05:07:07	                main:574]	:	INFO	:	Epoch 1661 | loss: 0.0311969 | val_loss: 0.0312089 | Time: 1546.31 ms
[2021-01-22 05:07:09	                main:574]	:	INFO	:	Epoch 1662 | loss: 0.0311978 | val_loss: 0.0312108 | Time: 1606.94 ms
[2021-01-22 05:07:11	                main:574]	:	INFO	:	Epoch 1663 | loss: 0.0311971 | val_loss: 0.0312062 | Time: 1595.1 ms
[2021-01-22 05:07:12	                main:574]	:	INFO	:	Epoch 1664 | loss: 0.0311994 | val_loss: 0.0312149 | Time: 1585.47 ms
[2021-01-22 05:07:14	                main:574]	:	INFO	:	Epoch 1665 | loss: 0.0311997 | val_loss: 0.0312096 | Time: 1549.17 ms
[2021-01-22 05:07:15	                main:574]	:	INFO	:	Epoch 1666 | loss: 0.0311975 | val_loss: 0.0312085 | Time: 1581.34 ms
[2021-01-22 05:07:17	                main:574]	:	INFO	:	Epoch 1667 | loss: 0.0311978 | val_loss: 0.0312127 | Time: 1612.62 ms
[2021-01-22 05:07:19	                main:574]	:	INFO	:	Epoch 1668 | loss: 0.0311974 | val_loss: 0.0312073 | Time: 1623.46 ms
[2021-01-22 05:07:20	                main:574]	:	INFO	:	Epoch 1669 | loss: 0.0311967 | val_loss: 0.0312066 | Time: 1549.05 ms
[2021-01-22 05:07:22	                main:574]	:	INFO	:	Epoch 1670 | loss: 0.031197 | val_loss: 0.0312061 | Time: 1619.32 ms
[2021-01-22 05:07:23	                main:574]	:	INFO	:	Epoch 1671 | loss: 0.0311972 | val_loss: 0.0312067 | Time: 1591.27 ms
[2021-01-22 05:07:25	                main:574]	:	INFO	:	Epoch 1672 | loss: 0.0311965 | val_loss: 0.0312092 | Time: 1593.11 ms
[2021-01-22 05:07:27	                main:574]	:	INFO	:	Epoch 1673 | loss: 0.0311983 | val_loss: 0.0312072 | Time: 1593.47 ms
[2021-01-22 05:07:28	                main:574]	:	INFO	:	Epoch 1674 | loss: 0.0312032 | val_loss: 0.0312153 | Time: 1561.23 ms
[2021-01-22 05:07:30	                main:574]	:	INFO	:	Epoch 1675 | loss: 0.0312057 | val_loss: 0.0312107 | Time: 1561.33 ms
[2021-01-22 05:07:31	                main:574]	:	INFO	:	Epoch 1676 | loss: 0.0312015 | val_loss: 0.0312101 | Time: 1588.75 ms
[2021-01-22 05:07:33	                main:574]	:	INFO	:	Epoch 1677 | loss: 0.0312007 | val_loss: 0.0312127 | Time: 1616.55 ms
[2021-01-22 05:07:35	                main:574]	:	INFO	:	Epoch 1678 | loss: 0.031202 | val_loss: 0.0312195 | Time: 1576.64 ms
[2021-01-22 05:07:36	                main:574]	:	INFO	:	Epoch 1679 | loss: 0.0312014 | val_loss: 0.0312099 | Time: 1609.44 ms
[2021-01-22 05:07:38	                main:574]	:	INFO	:	Epoch 1680 | loss: 0.031199 | val_loss: 0.0312088 | Time: 1564.5 ms
[2021-01-22 05:07:39	                main:574]	:	INFO	:	Epoch 1681 | loss: 0.0311993 | val_loss: 0.0312139 | Time: 1574.65 ms
[2021-01-22 05:07:41	                main:574]	:	INFO	:	Epoch 1682 | loss: 0.031199 | val_loss: 0.0312099 | Time: 1580.28 ms
[2021-01-22 05:07:43	                main:574]	:	INFO	:	Epoch 1683 | loss: 0.031199 | val_loss: 0.0312093 | Time: 1535.17 ms
[2021-01-22 05:07:44	                main:574]	:	INFO	:	Epoch 1684 | loss: 0.0311999 | val_loss: 0.0312082 | Time: 1530.51 ms
[2021-01-22 05:07:46	                main:574]	:	INFO	:	Epoch 1685 | loss: 0.0311999 | val_loss: 0.0312113 | Time: 1571.6 ms
[2021-01-22 05:07:47	                main:574]	:	INFO	:	Epoch 1686 | loss: 0.0312001 | val_loss: 0.0312071 | Time: 1577.1 ms
[2021-01-22 05:07:49	                main:574]	:	INFO	:	Epoch 1687 | loss: 0.0311988 | val_loss: 0.031206 | Time: 1549.9 ms
[2021-01-22 05:07:50	                main:574]	:	INFO	:	Epoch 1688 | loss: 0.0311994 | val_loss: 0.0312065 | Time: 1596.48 ms
[2021-01-22 05:07:52	                main:574]	:	INFO	:	Epoch 1689 | loss: 0.0311995 | val_loss: 0.0312101 | Time: 1577.81 ms
[2021-01-22 05:07:54	                main:574]	:	INFO	:	Epoch 1690 | loss: 0.0311997 | val_loss: 0.0312064 | Time: 1603.93 ms
[2021-01-22 05:07:55	                main:574]	:	INFO	:	Epoch 1691 | loss: 0.0311978 | val_loss: 0.0312077 | Time: 1583.33 ms
[2021-01-22 05:07:57	                main:574]	:	INFO	:	Epoch 1692 | loss: 0.0311976 | val_loss: 0.0312073 | Time: 1537.87 ms
[2021-01-22 05:07:58	                main:574]	:	INFO	:	Epoch 1693 | loss: 0.0311984 | val_loss: 0.0312092 | Time: 1581.2 ms
[2021-01-22 05:08:00	                main:574]	:	INFO	:	Epoch 1694 | loss: 0.0311983 | val_loss: 0.031209 | Time: 1597.48 ms
[2021-01-22 05:08:02	                main:574]	:	INFO	:	Epoch 1695 | loss: 0.0311976 | val_loss: 0.0312072 | Time: 1572.91 ms
[2021-01-22 05:08:03	                main:574]	:	INFO	:	Epoch 1696 | loss: 0.031197 | val_loss: 0.0312077 | Time: 1576.76 ms
[2021-01-22 05:08:05	                main:574]	:	INFO	:	Epoch 1697 | loss: 0.0311981 | val_loss: 0.0312079 | Time: 1581.66 ms
[2021-01-22 05:08:06	                main:574]	:	INFO	:	Epoch 1698 | loss: 0.0311992 | val_loss: 0.031211 | Time: 1592.44 ms
[2021-01-22 05:08:08	                main:574]	:	INFO	:	Epoch 1699 | loss: 0.0311994 | val_loss: 0.0312079 | Time: 1587.81 ms
[2021-01-22 05:08:09	                main:574]	:	INFO	:	Epoch 1700 | loss: 0.0312002 | val_loss: 0.0312094 | Time: 1567.37 ms
[2021-01-22 05:08:11	                main:574]	:	INFO	:	Epoch 1701 | loss: 0.0312002 | val_loss: 0.0312099 | Time: 1575.51 ms
[2021-01-22 05:08:13	                main:574]	:	INFO	:	Epoch 1702 | loss: 0.0311992 | val_loss: 0.031208 | Time: 1582.55 ms
[2021-01-22 05:08:14	                main:574]	:	INFO	:	Epoch 1703 | loss: 0.0311993 | val_loss: 0.0312093 | Time: 1561.04 ms
[2021-01-22 05:08:16	                main:574]	:	INFO	:	Epoch 1704 | loss: 0.0311987 | val_loss: 0.0312115 | Time: 1561.48 ms
[2021-01-22 05:08:17	                main:574]	:	INFO	:	Epoch 1705 | loss: 0.0311982 | val_loss: 0.0312081 | Time: 1580.14 ms
[2021-01-22 05:08:19	                main:574]	:	INFO	:	Epoch 1706 | loss: 0.0311991 | val_loss: 0.0312118 | Time: 1586.92 ms
[2021-01-22 05:08:21	                main:574]	:	INFO	:	Epoch 1707 | loss: 0.0311991 | val_loss: 0.0312124 | Time: 1612.01 ms
[2021-01-22 05:08:22	                main:574]	:	INFO	:	Epoch 1708 | loss: 0.0311976 | val_loss: 0.0312084 | Time: 1575.25 ms
[2021-01-22 05:08:24	                main:574]	:	INFO	:	Epoch 1709 | loss: 0.031197 | val_loss: 0.0312091 | Time: 1584.77 ms
[2021-01-22 05:08:25	                main:574]	:	INFO	:	Epoch 1710 | loss: 0.0311967 | val_loss: 0.0312086 | Time: 1571.73 ms
[2021-01-22 05:08:27	                main:574]	:	INFO	:	Epoch 1711 | loss: 0.0311963 | val_loss: 0.0312094 | Time: 1543.78 ms
[2021-01-22 05:08:29	                main:574]	:	INFO	:	Epoch 1712 | loss: 0.0311968 | val_loss: 0.0312081 | Time: 1610.39 ms
[2021-01-22 05:08:30	                main:574]	:	INFO	:	Epoch 1713 | loss: 0.0311974 | val_loss: 0.0312092 | Time: 1560.36 ms
[2021-01-22 05:08:32	                main:574]	:	INFO	:	Epoch 1714 | loss: 0.0311961 | val_loss: 0.0312085 | Time: 1638.05 ms
[2021-01-22 05:08:33	                main:574]	:	INFO	:	Epoch 1715 | loss: 0.0311963 | val_loss: 0.0312098 | Time: 1558.78 ms
[2021-01-22 05:08:35	                main:574]	:	INFO	:	Epoch 1716 | loss: 0.0311969 | val_loss: 0.0312093 | Time: 1611.15 ms
[2021-01-22 05:08:37	                main:574]	:	INFO	:	Epoch 1717 | loss: 0.0311961 | val_loss: 0.0312095 | Time: 1579.32 ms
[2021-01-22 05:08:38	                main:574]	:	INFO	:	Epoch 1718 | loss: 0.031198 | val_loss: 0.0312153 | Time: 1538.75 ms
[2021-01-22 05:08:40	                main:574]	:	INFO	:	Epoch 1719 | loss: 0.0311984 | val_loss: 0.0312105 | Time: 1559.67 ms
[2021-01-22 05:08:41	                main:574]	:	INFO	:	Epoch 1720 | loss: 0.0311974 | val_loss: 0.0312098 | Time: 1613.13 ms
[2021-01-22 05:08:43	                main:574]	:	INFO	:	Epoch 1721 | loss: 0.0311966 | val_loss: 0.0312091 | Time: 1598.37 ms
[2021-01-22 05:08:45	                main:574]	:	INFO	:	Epoch 1722 | loss: 0.0311963 | val_loss: 0.0312103 | Time: 1553.13 ms
[2021-01-22 05:08:46	                main:574]	:	INFO	:	Epoch 1723 | loss: 0.0311963 | val_loss: 0.0312089 | Time: 1606.7 ms
[2021-01-22 05:08:48	                main:574]	:	INFO	:	Epoch 1724 | loss: 0.0311971 | val_loss: 0.0312132 | Time: 1716.06 ms
[2021-01-22 05:08:50	                main:574]	:	INFO	:	Epoch 1725 | loss: 0.0312 | val_loss: 0.0312089 | Time: 1869.22 ms
[2021-01-22 05:08:51	                main:574]	:	INFO	:	Epoch 1726 | loss: 0.0312024 | val_loss: 0.0312064 | Time: 1611.14 ms
[2021-01-22 05:08:53	                main:574]	:	INFO	:	Epoch 1727 | loss: 0.0312024 | val_loss: 0.0312031 | Time: 1594.35 ms
[2021-01-22 05:08:55	                main:574]	:	INFO	:	Epoch 1728 | loss: 0.0312026 | val_loss: 0.0312059 | Time: 1579.52 ms
[2021-01-22 05:08:56	                main:574]	:	INFO	:	Epoch 1729 | loss: 0.0312047 | val_loss: 0.031205 | Time: 1556.18 ms
[2021-01-22 05:08:58	                main:574]	:	INFO	:	Epoch 1730 | loss: 0.0312018 | val_loss: 0.0312048 | Time: 1640.27 ms
[2021-01-22 05:08:59	                main:574]	:	INFO	:	Epoch 1731 | loss: 0.031202 | val_loss: 0.0312052 | Time: 1611.12 ms
[2021-01-22 05:09:01	                main:574]	:	INFO	:	Epoch 1732 | loss: 0.0312008 | val_loss: 0.0312034 | Time: 1592.67 ms
[2021-01-22 05:09:03	                main:574]	:	INFO	:	Epoch 1733 | loss: 0.0312008 | val_loss: 0.0312037 | Time: 1545.51 ms
[2021-01-22 05:09:04	                main:574]	:	INFO	:	Epoch 1734 | loss: 0.031201 | val_loss: 0.0312046 | Time: 1634.33 ms
[2021-01-22 05:09:06	                main:574]	:	INFO	:	Epoch 1735 | loss: 0.0312003 | val_loss: 0.0312041 | Time: 1568.67 ms
[2021-01-22 05:09:07	                main:574]	:	INFO	:	Epoch 1736 | loss: 0.0311998 | val_loss: 0.0312044 | Time: 1568.64 ms
[2021-01-22 05:09:09	                main:574]	:	INFO	:	Epoch 1737 | loss: 0.0312005 | val_loss: 0.0312038 | Time: 1802.13 ms
[2021-01-22 05:09:11	                main:574]	:	INFO	:	Epoch 1738 | loss: 0.031202 | val_loss: 0.0312131 | Time: 1738.57 ms
[2021-01-22 05:09:13	                main:574]	:	INFO	:	Epoch 1739 | loss: 0.0312017 | val_loss: 0.0312033 | Time: 1573.18 ms
[2021-01-22 05:09:14	                main:574]	:	INFO	:	Epoch 1740 | loss: 0.0312009 | val_loss: 0.0312042 | Time: 1588.96 ms
[2021-01-22 05:09:16	                main:574]	:	INFO	:	Epoch 1741 | loss: 0.0312 | val_loss: 0.0312043 | Time: 1551.76 ms
[2021-01-22 05:09:17	                main:574]	:	INFO	:	Epoch 1742 | loss: 0.0312009 | val_loss: 0.0312081 | Time: 1571.31 ms
[2021-01-22 05:09:19	                main:574]	:	INFO	:	Epoch 1743 | loss: 0.0312019 | val_loss: 0.0312038 | Time: 1717.51 ms
[2021-01-22 05:09:21	                main:574]	:	INFO	:	Epoch 1744 | loss: 0.0311993 | val_loss: 0.0312039 | Time: 1670.87 ms
[2021-01-22 05:09:22	                main:574]	:	INFO	:	Epoch 1745 | loss: 0.0311984 | val_loss: 0.0312037 | Time: 1635.04 ms
[2021-01-22 05:09:24	                main:574]	:	INFO	:	Epoch 1746 | loss: 0.0311978 | val_loss: 0.0312034 | Time: 1619.4 ms
[2021-01-22 05:09:26	                main:574]	:	INFO	:	Epoch 1747 | loss: 0.0311982 | val_loss: 0.0312044 | Time: 1600.13 ms
[2021-01-22 05:09:27	                main:574]	:	INFO	:	Epoch 1748 | loss: 0.0311979 | val_loss: 0.0312048 | Time: 1660.8 ms
[2021-01-22 05:09:29	                main:574]	:	INFO	:	Epoch 1749 | loss: 0.031199 | val_loss: 0.0312031 | Time: 1548.3 ms
[2021-01-22 05:09:30	                main:574]	:	INFO	:	Epoch 1750 | loss: 0.0311983 | val_loss: 0.0312041 | Time: 1588.83 ms
[2021-01-22 05:09:32	                main:574]	:	INFO	:	Epoch 1751 | loss: 0.0311985 | val_loss: 0.0312027 | Time: 1580.24 ms
[2021-01-22 05:09:34	                main:574]	:	INFO	:	Epoch 1752 | loss: 0.0311974 | val_loss: 0.031203 | Time: 1597.75 ms
[2021-01-22 05:09:35	                main:574]	:	INFO	:	Epoch 1753 | loss: 0.0311976 | val_loss: 0.0312032 | Time: 1592.29 ms
[2021-01-22 05:09:37	                main:574]	:	INFO	:	Epoch 1754 | loss: 0.0311982 | val_loss: 0.0312051 | Time: 1604.48 ms
[2021-01-22 05:09:39	                main:574]	:	INFO	:	Epoch 1755 | loss: 0.031198 | val_loss: 0.031203 | Time: 1621.69 ms
[2021-01-22 05:09:40	                main:574]	:	INFO	:	Epoch 1756 | loss: 0.031198 | val_loss: 0.0312031 | Time: 1595.18 ms
[2021-01-22 05:09:42	                main:574]	:	INFO	:	Epoch 1757 | loss: 0.0311977 | val_loss: 0.0312025 | Time: 1594.25 ms
[2021-01-22 05:09:43	                main:574]	:	INFO	:	Epoch 1758 | loss: 0.0311982 | val_loss: 0.0312045 | Time: 1580.59 ms
[2021-01-22 05:09:45	                main:574]	:	INFO	:	Epoch 1759 | loss: 0.0311983 | val_loss: 0.0312041 | Time: 1568.9 ms
[2021-01-22 05:09:47	                main:574]	:	INFO	:	Epoch 1760 | loss: 0.0311976 | val_loss: 0.031204 | Time: 1599.87 ms
[2021-01-22 05:09:48	                main:574]	:	INFO	:	Epoch 1761 | loss: 0.0311979 | val_loss: 0.0312036 | Time: 1592.87 ms
[2021-01-22 05:09:50	                main:574]	:	INFO	:	Epoch 1762 | loss: 0.0311976 | val_loss: 0.0312059 | Time: 1582.83 ms
[2021-01-22 05:09:51	                main:574]	:	INFO	:	Epoch 1763 | loss: 0.0311982 | val_loss: 0.0312024 | Time: 1679.91 ms
[2021-01-22 05:09:53	                main:574]	:	INFO	:	Epoch 1764 | loss: 0.0311978 | val_loss: 0.0312032 | Time: 1705.81 ms
[2021-01-22 05:09:55	                main:574]	:	INFO	:	Epoch 1765 | loss: 0.0311974 | val_loss: 0.0312023 | Time: 1812.93 ms
[2021-01-22 05:09:57	                main:574]	:	INFO	:	Epoch 1766 | loss: 0.0311964 | val_loss: 0.0312027 | Time: 1606.09 ms
[2021-01-22 05:09:58	                main:574]	:	INFO	:	Epoch 1767 | loss: 0.0311988 | val_loss: 0.031202 | Time: 1597.58 ms
[2021-01-22 05:10:00	                main:574]	:	INFO	:	Epoch 1768 | loss: 0.0311965 | val_loss: 0.0312044 | Time: 1692.62 ms
[2021-01-22 05:10:02	                main:574]	:	INFO	:	Epoch 1769 | loss: 0.0311973 | val_loss: 0.0312057 | Time: 1708.83 ms
[2021-01-22 05:10:03	                main:574]	:	INFO	:	Epoch 1770 | loss: 0.0311979 | val_loss: 0.031203 | Time: 1768.65 ms
[2021-01-22 05:10:05	                main:574]	:	INFO	:	Epoch 1771 | loss: 0.0311968 | val_loss: 0.0312025 | Time: 1785.13 ms
[2021-01-22 05:10:07	                main:574]	:	INFO	:	Epoch 1772 | loss: 0.0311968 | val_loss: 0.0312034 | Time: 1782.52 ms
[2021-01-22 05:10:09	                main:574]	:	INFO	:	Epoch 1773 | loss: 0.0312005 | val_loss: 0.0312016 | Time: 1683.01 ms
[2021-01-22 05:10:10	                main:574]	:	INFO	:	Epoch 1774 | loss: 0.0311995 | val_loss: 0.031208 | Time: 1646.52 ms
[2021-01-22 05:10:12	                main:574]	:	INFO	:	Epoch 1775 | loss: 0.0311979 | val_loss: 0.0312027 | Time: 1635.94 ms
[2021-01-22 05:10:14	                main:574]	:	INFO	:	Epoch 1776 | loss: 0.0311982 | val_loss: 0.0312024 | Time: 1641.75 ms
[2021-01-22 05:10:15	                main:574]	:	INFO	:	Epoch 1777 | loss: 0.0311966 | val_loss: 0.0312016 | Time: 1734.94 ms
[2021-01-22 05:10:17	                main:574]	:	INFO	:	Epoch 1778 | loss: 0.0311966 | val_loss: 0.0312033 | Time: 1655.29 ms
[2021-01-22 05:10:19	                main:574]	:	INFO	:	Epoch 1779 | loss: 0.0311967 | val_loss: 0.0312013 | Time: 1669.84 ms
[2021-01-22 05:10:20	                main:574]	:	INFO	:	Epoch 1780 | loss: 0.0311969 | val_loss: 0.0312025 | Time: 1649.96 ms
[2021-01-22 05:10:22	                main:574]	:	INFO	:	Epoch 1781 | loss: 0.0311966 | val_loss: 0.0312019 | Time: 1668.98 ms
[2021-01-22 05:10:24	                main:574]	:	INFO	:	Epoch 1782 | loss: 0.0311957 | val_loss: 0.0312009 | Time: 1695.4 ms
[2021-01-22 05:10:25	                main:574]	:	INFO	:	Epoch 1783 | loss: 0.0311962 | val_loss: 0.0312026 | Time: 1600.79 ms
[2021-01-22 05:10:27	                main:574]	:	INFO	:	Epoch 1784 | loss: 0.0311974 | val_loss: 0.0312012 | Time: 1651.44 ms
[2021-01-22 05:10:29	                main:574]	:	INFO	:	Epoch 1785 | loss: 0.0311974 | val_loss: 0.0312016 | Time: 1666.31 ms
[2021-01-22 05:10:30	                main:574]	:	INFO	:	Epoch 1786 | loss: 0.0311969 | val_loss: 0.0312022 | Time: 1667.17 ms
[2021-01-22 05:10:32	                main:574]	:	INFO	:	Epoch 1787 | loss: 0.0311961 | val_loss: 0.0312023 | Time: 1644.38 ms
[2021-01-22 05:10:34	                main:574]	:	INFO	:	Epoch 1788 | loss: 0.0311972 | val_loss: 0.0312029 | Time: 1643.95 ms
[2021-01-22 05:10:35	                main:574]	:	INFO	:	Epoch 1789 | loss: 0.0312005 | val_loss: 0.0312047 | Time: 1612.33 ms
[2021-01-22 05:10:37	                main:574]	:	INFO	:	Epoch 1790 | loss: 0.0311982 | val_loss: 0.0312115 | Time: 1643.26 ms
[2021-01-22 05:10:39	                main:574]	:	INFO	:	Epoch 1791 | loss: 0.0312008 | val_loss: 0.0312059 | Time: 1650.97 ms
[2021-01-22 05:10:40	                main:574]	:	INFO	:	Epoch 1792 | loss: 0.031199 | val_loss: 0.0312065 | Time: 1659.66 ms
[2021-01-22 05:10:42	                main:574]	:	INFO	:	Epoch 1793 | loss: 0.0312007 | val_loss: 0.0312069 | Time: 1620.31 ms
[2021-01-22 05:10:44	                main:574]	:	INFO	:	Epoch 1794 | loss: 0.0311993 | val_loss: 0.0312044 | Time: 1652.51 ms
[2021-01-22 05:10:45	                main:574]	:	INFO	:	Epoch 1795 | loss: 0.0311981 | val_loss: 0.0312045 | Time: 1659.39 ms
[2021-01-22 05:10:47	                main:574]	:	INFO	:	Epoch 1796 | loss: 0.0311976 | val_loss: 0.0312073 | Time: 1659.38 ms
[2021-01-22 05:10:49	                main:574]	:	INFO	:	Epoch 1797 | loss: 0.0311973 | val_loss: 0.0312035 | Time: 1625.01 ms
[2021-01-22 05:10:50	                main:574]	:	INFO	:	Epoch 1798 | loss: 0.0311965 | val_loss: 0.0312043 | Time: 1633.73 ms
[2021-01-22 05:10:52	                main:574]	:	INFO	:	Epoch 1799 | loss: 0.0311966 | val_loss: 0.0312025 | Time: 1661.85 ms
[2021-01-22 05:10:54	                main:574]	:	INFO	:	Epoch 1800 | loss: 0.0311959 | val_loss: 0.0312023 | Time: 1648.91 ms
[2021-01-22 05:10:55	                main:574]	:	INFO	:	Epoch 1801 | loss: 0.0311967 | val_loss: 0.031203 | Time: 1629 ms
[2021-01-22 05:10:57	                main:574]	:	INFO	:	Epoch 1802 | loss: 0.0311962 | val_loss: 0.0312047 | Time: 1633.09 ms
[2021-01-22 05:10:59	                main:574]	:	INFO	:	Epoch 1803 | loss: 0.0311962 | val_loss: 0.0312037 | Time: 1652.89 ms
[2021-01-22 05:11:00	                main:574]	:	INFO	:	Epoch 1804 | loss: 0.0311973 | val_loss: 0.0312046 | Time: 1645.03 ms
[2021-01-22 05:11:02	                main:574]	:	INFO	:	Epoch 1805 | loss: 0.0311969 | val_loss: 0.0312034 | Time: 1648.33 ms
[2021-01-22 05:11:04	                main:574]	:	INFO	:	Epoch 1806 | loss: 0.0311966 | val_loss: 0.0312035 | Time: 1650.64 ms
[2021-01-22 05:11:05	                main:574]	:	INFO	:	Epoch 1807 | loss: 0.0311962 | val_loss: 0.0312036 | Time: 1658.63 ms
[2021-01-22 05:11:07	                main:574]	:	INFO	:	Epoch 1808 | loss: 0.0311962 | val_loss: 0.0312024 | Time: 1660.54 ms
[2021-01-22 05:11:09	                main:574]	:	INFO	:	Epoch 1809 | loss: 0.0311972 | val_loss: 0.0312044 | Time: 1689.37 ms
[2021-01-22 05:11:10	                main:574]	:	INFO	:	Epoch 1810 | loss: 0.0311972 | val_loss: 0.0312024 | Time: 1617.19 ms
[2021-01-22 05:11:12	                main:574]	:	INFO	:	Epoch 1811 | loss: 0.0311963 | val_loss: 0.0312036 | Time: 1663.99 ms
[2021-01-22 05:11:14	                main:574]	:	INFO	:	Epoch 1812 | loss: 0.0311959 | val_loss: 0.0312027 | Time: 1664.09 ms
[2021-01-22 05:11:15	                main:574]	:	INFO	:	Epoch 1813 | loss: 0.0311977 | val_loss: 0.0312017 | Time: 1674.1 ms
[2021-01-22 05:11:17	                main:574]	:	INFO	:	Epoch 1814 | loss: 0.0311972 | val_loss: 0.0312033 | Time: 1605.06 ms
[2021-01-22 05:11:19	                main:574]	:	INFO	:	Epoch 1815 | loss: 0.0311963 | val_loss: 0.031203 | Time: 1618.34 ms
[2021-01-22 05:11:20	                main:574]	:	INFO	:	Epoch 1816 | loss: 0.0311966 | val_loss: 0.0312044 | Time: 1756.76 ms
[2021-01-22 05:11:22	                main:574]	:	INFO	:	Epoch 1817 | loss: 0.0311954 | val_loss: 0.031203 | Time: 1658.34 ms
[2021-01-22 05:11:24	                main:574]	:	INFO	:	Epoch 1818 | loss: 0.0311956 | val_loss: 0.0312024 | Time: 1646.2 ms
[2021-01-22 05:11:25	                main:574]	:	INFO	:	Epoch 1819 | loss: 0.0311967 | val_loss: 0.0312023 | Time: 1643.11 ms
[2021-01-22 05:11:27	                main:574]	:	INFO	:	Epoch 1820 | loss: 0.0311972 | val_loss: 0.0312032 | Time: 1631.69 ms
[2021-01-22 05:11:29	                main:574]	:	INFO	:	Epoch 1821 | loss: 0.0311974 | val_loss: 0.0312055 | Time: 1631.56 ms
[2021-01-22 05:11:30	                main:574]	:	INFO	:	Epoch 1822 | loss: 0.0311959 | val_loss: 0.0312034 | Time: 1630.76 ms
[2021-01-22 05:11:32	                main:574]	:	INFO	:	Epoch 1823 | loss: 0.031196 | val_loss: 0.0312026 | Time: 1694.81 ms
[2021-01-22 05:11:34	                main:574]	:	INFO	:	Epoch 1824 | loss: 0.0311958 | val_loss: 0.0312024 | Time: 1654.83 ms
[2021-01-22 05:11:35	                main:574]	:	INFO	:	Epoch 1825 | loss: 0.0311962 | val_loss: 0.0312026 | Time: 1642.49 ms
[2021-01-22 05:11:37	                main:574]	:	INFO	:	Epoch 1826 | loss: 0.0311969 | val_loss: 0.031202 | Time: 1617.91 ms
[2021-01-22 05:11:39	                main:574]	:	INFO	:	Epoch 1827 | loss: 0.0311969 | val_loss: 0.0312174 | Time: 1660.91 ms
[2021-01-22 05:11:40	                main:574]	:	INFO	:	Epoch 1828 | loss: 0.0312048 | val_loss: 0.0312039 | Time: 1647.12 ms
[2021-01-22 05:11:42	                main:574]	:	INFO	:	Epoch 1829 | loss: 0.0312011 | val_loss: 0.0312054 | Time: 1623.29 ms
[2021-01-22 05:11:44	                main:574]	:	INFO	:	Epoch 1830 | loss: 0.0311996 | val_loss: 0.0312044 | Time: 1631.15 ms
[2021-01-22 05:11:45	                main:574]	:	INFO	:	Epoch 1831 | loss: 0.0311991 | val_loss: 0.031203 | Time: 1644.39 ms
[2021-01-22 05:11:47	                main:574]	:	INFO	:	Epoch 1832 | loss: 0.0311993 | val_loss: 0.0312061 | Time: 1654.62 ms
[2021-01-22 05:11:49	                main:574]	:	INFO	:	Epoch 1833 | loss: 0.0311983 | val_loss: 0.0312092 | Time: 1639.29 ms
[2021-01-22 05:11:50	                main:574]	:	INFO	:	Epoch 1834 | loss: 0.0311982 | val_loss: 0.0312044 | Time: 1648.67 ms
[2021-01-22 05:11:52	                main:574]	:	INFO	:	Epoch 1835 | loss: 0.0311976 | val_loss: 0.0312068 | Time: 1709.89 ms
[2021-01-22 05:11:54	                main:574]	:	INFO	:	Epoch 1836 | loss: 0.0311977 | val_loss: 0.0312122 | Time: 1637.83 ms
[2021-01-22 05:11:55	                main:574]	:	INFO	:	Epoch 1837 | loss: 0.0311973 | val_loss: 0.0312048 | Time: 1642.67 ms
[2021-01-22 05:11:57	                main:574]	:	INFO	:	Epoch 1838 | loss: 0.0311966 | val_loss: 0.0312051 | Time: 1665.39 ms
[2021-01-22 05:11:58	                main:574]	:	INFO	:	Epoch 1839 | loss: 0.0311959 | val_loss: 0.0312046 | Time: 1607.19 ms
[2021-01-22 05:12:00	                main:574]	:	INFO	:	Epoch 1840 | loss: 0.0311954 | val_loss: 0.0312058 | Time: 1639.42 ms
[2021-01-22 05:12:02	                main:574]	:	INFO	:	Epoch 1841 | loss: 0.0311959 | val_loss: 0.0312051 | Time: 1620.04 ms
[2021-01-22 05:12:03	                main:574]	:	INFO	:	Epoch 1842 | loss: 0.0311968 | val_loss: 0.0312058 | Time: 1642.09 ms
[2021-01-22 05:12:05	                main:574]	:	INFO	:	Epoch 1843 | loss: 0.0311964 | val_loss: 0.0312059 | Time: 1630.38 ms
[2021-01-22 05:12:07	                main:574]	:	INFO	:	Epoch 1844 | loss: 0.0311957 | val_loss: 0.0312045 | Time: 1670.11 ms
[2021-01-22 05:12:08	                main:574]	:	INFO	:	Epoch 1845 | loss: 0.031196 | val_loss: 0.0312086 | Time: 1635.64 ms
[2021-01-22 05:12:10	                main:574]	:	INFO	:	Epoch 1846 | loss: 0.0311974 | val_loss: 0.0312093 | Time: 1619.97 ms
[2021-01-22 05:12:12	                main:574]	:	INFO	:	Epoch 1847 | loss: 0.0311961 | val_loss: 0.0312045 | Time: 1640.09 ms
[2021-01-22 05:12:13	                main:574]	:	INFO	:	Epoch 1848 | loss: 0.0311954 | val_loss: 0.0312144 | Time: 1643.08 ms
[2021-01-22 05:12:15	                main:574]	:	INFO	:	Epoch 1849 | loss: 0.0311975 | val_loss: 0.0312053 | Time: 1665.13 ms
[2021-01-22 05:12:17	                main:574]	:	INFO	:	Epoch 1850 | loss: 0.0311969 | val_loss: 0.0312056 | Time: 1696.06 ms
[2021-01-22 05:12:18	                main:574]	:	INFO	:	Epoch 1851 | loss: 0.0312002 | val_loss: 0.0312068 | Time: 1689.57 ms
[2021-01-22 05:12:20	                main:574]	:	INFO	:	Epoch 1852 | loss: 0.0311989 | val_loss: 0.0312052 | Time: 1632.47 ms
[2021-01-22 05:12:22	                main:574]	:	INFO	:	Epoch 1853 | loss: 0.0311974 | val_loss: 0.0312045 | Time: 1628.88 ms
[2021-01-22 05:12:23	                main:574]	:	INFO	:	Epoch 1854 | loss: 0.0311965 | val_loss: 0.0312056 | Time: 1643.97 ms
[2021-01-22 05:12:25	                main:574]	:	INFO	:	Epoch 1855 | loss: 0.0311957 | val_loss: 0.0312059 | Time: 1648.36 ms
[2021-01-22 05:12:27	                main:574]	:	INFO	:	Epoch 1856 | loss: 0.0311962 | val_loss: 0.0312059 | Time: 1653.4 ms
[2021-01-22 05:12:28	                main:574]	:	INFO	:	Epoch 1857 | loss: 0.0311965 | val_loss: 0.0312043 | Time: 1628.88 ms
[2021-01-22 05:12:30	                main:574]	:	INFO	:	Epoch 1858 | loss: 0.0311962 | val_loss: 0.0312043 | Time: 1646.48 ms
[2021-01-22 05:12:32	                main:574]	:	INFO	:	Epoch 1859 | loss: 0.0311967 | val_loss: 0.0312056 | Time: 1695.37 ms
[2021-01-22 05:12:33	                main:574]	:	INFO	:	Epoch 1860 | loss: 0.0311959 | val_loss: 0.0312023 | Time: 1637.3 ms
[2021-01-22 05:12:35	                main:574]	:	INFO	:	Epoch 1861 | loss: 0.0311957 | val_loss: 0.0312025 | Time: 1623.98 ms
[2021-01-22 05:12:37	                main:574]	:	INFO	:	Epoch 1862 | loss: 0.0311956 | val_loss: 0.0312037 | Time: 1667.2 ms
[2021-01-22 05:12:38	                main:574]	:	INFO	:	Epoch 1863 | loss: 0.0311953 | val_loss: 0.0312028 | Time: 1609.81 ms
[2021-01-22 05:12:40	                main:574]	:	INFO	:	Epoch 1864 | loss: 0.031195 | val_loss: 0.0312042 | Time: 1649.15 ms
[2021-01-22 05:12:42	                main:574]	:	INFO	:	Epoch 1865 | loss: 0.0311953 | val_loss: 0.0312036 | Time: 1671.12 ms
[2021-01-22 05:12:43	                main:574]	:	INFO	:	Epoch 1866 | loss: 0.031195 | val_loss: 0.0312034 | Time: 1656.03 ms
[2021-01-22 05:12:45	                main:574]	:	INFO	:	Epoch 1867 | loss: 0.0311952 | val_loss: 0.0312043 | Time: 1606.56 ms
[2021-01-22 05:12:47	                main:574]	:	INFO	:	Epoch 1868 | loss: 0.0311945 | val_loss: 0.0312049 | Time: 1644.55 ms
[2021-01-22 05:12:48	                main:574]	:	INFO	:	Epoch 1869 | loss: 0.0311955 | val_loss: 0.0312057 | Time: 1634.32 ms
[2021-01-22 05:12:50	                main:574]	:	INFO	:	Epoch 1870 | loss: 0.0311952 | val_loss: 0.0312052 | Time: 1678.01 ms
[2021-01-22 05:12:52	                main:574]	:	INFO	:	Epoch 1871 | loss: 0.0311967 | val_loss: 0.0312042 | Time: 1642.6 ms
[2021-01-22 05:12:53	                main:574]	:	INFO	:	Epoch 1872 | loss: 0.0311945 | val_loss: 0.0312048 | Time: 1631.32 ms
[2021-01-22 05:12:55	                main:574]	:	INFO	:	Epoch 1873 | loss: 0.0311946 | val_loss: 0.031204 | Time: 1632.47 ms
[2021-01-22 05:12:57	                main:574]	:	INFO	:	Epoch 1874 | loss: 0.0311956 | val_loss: 0.0312044 | Time: 1634.4 ms
[2021-01-22 05:12:58	                main:574]	:	INFO	:	Epoch 1875 | loss: 0.0311939 | val_loss: 0.0312036 | Time: 1645.68 ms
[2021-01-22 05:13:00	                main:574]	:	INFO	:	Epoch 1876 | loss: 0.0311945 | val_loss: 0.0312041 | Time: 1648.97 ms
[2021-01-22 05:13:02	                main:574]	:	INFO	:	Epoch 1877 | loss: 0.0311947 | val_loss: 0.0312058 | Time: 1639.42 ms
[2021-01-22 05:13:03	                main:574]	:	INFO	:	Epoch 1878 | loss: 0.0311948 | val_loss: 0.0312038 | Time: 1601.44 ms
[2021-01-22 05:13:05	                main:574]	:	INFO	:	Epoch 1879 | loss: 0.0311951 | val_loss: 0.031205 | Time: 1622.93 ms
[2021-01-22 05:13:06	                main:574]	:	INFO	:	Epoch 1880 | loss: 0.0311947 | val_loss: 0.0312052 | Time: 1638.52 ms
[2021-01-22 05:13:08	                main:574]	:	INFO	:	Epoch 1881 | loss: 0.031196 | val_loss: 0.0312039 | Time: 1644.99 ms
[2021-01-22 05:13:10	                main:574]	:	INFO	:	Epoch 1882 | loss: 0.0311968 | val_loss: 0.0312055 | Time: 1661.11 ms
[2021-01-22 05:13:11	                main:574]	:	INFO	:	Epoch 1883 | loss: 0.0311962 | val_loss: 0.0312024 | Time: 1623.56 ms
[2021-01-22 05:13:13	                main:574]	:	INFO	:	Epoch 1884 | loss: 0.0311948 | val_loss: 0.0312028 | Time: 1631.03 ms
[2021-01-22 05:13:15	                main:574]	:	INFO	:	Epoch 1885 | loss: 0.0311953 | val_loss: 0.0312044 | Time: 1671.33 ms
[2021-01-22 05:13:16	                main:574]	:	INFO	:	Epoch 1886 | loss: 0.0311945 | val_loss: 0.0312044 | Time: 1643.57 ms
[2021-01-22 05:13:18	                main:574]	:	INFO	:	Epoch 1887 | loss: 0.0311942 | val_loss: 0.0312035 | Time: 1632.29 ms
[2021-01-22 05:13:20	                main:574]	:	INFO	:	Epoch 1888 | loss: 0.0311968 | val_loss: 0.0312051 | Time: 1635.76 ms
[2021-01-22 05:13:21	                main:574]	:	INFO	:	Epoch 1889 | loss: 0.0311945 | val_loss: 0.031204 | Time: 1647.89 ms
[2021-01-22 05:13:23	                main:574]	:	INFO	:	Epoch 1890 | loss: 0.0311942 | val_loss: 0.0312035 | Time: 1657.24 ms
[2021-01-22 05:13:25	                main:574]	:	INFO	:	Epoch 1891 | loss: 0.0311947 | val_loss: 0.0312056 | Time: 1644.5 ms
[2021-01-22 05:13:26	                main:574]	:	INFO	:	Epoch 1892 | loss: 0.0311941 | val_loss: 0.0312063 | Time: 1666.74 ms
[2021-01-22 05:13:28	                main:574]	:	INFO	:	Epoch 1893 | loss: 0.0311952 | val_loss: 0.0312061 | Time: 1692.03 ms
[2021-01-22 05:13:30	                main:574]	:	INFO	:	Epoch 1894 | loss: 0.0311971 | val_loss: 0.0312158 | Time: 1745.73 ms
[2021-01-22 05:13:31	                main:574]	:	INFO	:	Epoch 1895 | loss: 0.0311989 | val_loss: 0.0312084 | Time: 1648.96 ms
[2021-01-22 05:13:33	                main:574]	:	INFO	:	Epoch 1896 | loss: 0.0311965 | val_loss: 0.0312069 | Time: 1670.81 ms
[2021-01-22 05:13:35	                main:574]	:	INFO	:	Epoch 1897 | loss: 0.0311956 | val_loss: 0.0312051 | Time: 1693.7 ms
[2021-01-22 05:13:36	                main:574]	:	INFO	:	Epoch 1898 | loss: 0.0311944 | val_loss: 0.0312033 | Time: 1632.48 ms
[2021-01-22 05:13:38	                main:574]	:	INFO	:	Epoch 1899 | loss: 0.0311961 | val_loss: 0.0312056 | Time: 1644.41 ms
[2021-01-22 05:13:40	                main:574]	:	INFO	:	Epoch 1900 | loss: 0.0311971 | val_loss: 0.0312038 | Time: 1638.1 ms
[2021-01-22 05:13:41	                main:574]	:	INFO	:	Epoch 1901 | loss: 0.0311961 | val_loss: 0.0312037 | Time: 1643.67 ms
[2021-01-22 05:13:43	                main:574]	:	INFO	:	Epoch 1902 | loss: 0.0311954 | val_loss: 0.0312055 | Time: 1650.61 ms
[2021-01-22 05:13:45	                main:574]	:	INFO	:	Epoch 1903 | loss: 0.0311954 | val_loss: 0.0312034 | Time: 1682.59 ms
[2021-01-22 05:13:47	                main:574]	:	INFO	:	Epoch 1904 | loss: 0.031195 | val_loss: 0.0312038 | Time: 1663.54 ms
[2021-01-22 05:13:48	                main:574]	:	INFO	:	Epoch 1905 | loss: 0.0311946 | val_loss: 0.0312057 | Time: 1627.83 ms
[2021-01-22 05:13:50	                main:574]	:	INFO	:	Epoch 1906 | loss: 0.0311955 | val_loss: 0.031205 | Time: 1628.24 ms
[2021-01-22 05:13:51	                main:574]	:	INFO	:	Epoch 1907 | loss: 0.0311961 | val_loss: 0.0312054 | Time: 1586.56 ms
[2021-01-22 05:13:53	                main:574]	:	INFO	:	Epoch 1908 | loss: 0.0311966 | val_loss: 0.0312058 | Time: 1642.83 ms
[2021-01-22 05:13:55	                main:574]	:	INFO	:	Epoch 1909 | loss: 0.031196 | val_loss: 0.0312067 | Time: 1634.8 ms
[2021-01-22 05:13:56	                main:574]	:	INFO	:	Epoch 1910 | loss: 0.0311959 | val_loss: 0.0312048 | Time: 1668.24 ms
[2021-01-22 05:13:58	                main:574]	:	INFO	:	Epoch 1911 | loss: 0.0311945 | val_loss: 0.0312057 | Time: 1620.75 ms
[2021-01-22 05:14:00	                main:574]	:	INFO	:	Epoch 1912 | loss: 0.0311938 | val_loss: 0.0312036 | Time: 1660.56 ms
[2021-01-22 05:14:01	                main:574]	:	INFO	:	Epoch 1913 | loss: 0.0311941 | val_loss: 0.0312035 | Time: 1685.61 ms
[2021-01-22 05:14:03	                main:574]	:	INFO	:	Epoch 1914 | loss: 0.0311946 | val_loss: 0.0312043 | Time: 1683.73 ms
[2021-01-22 05:14:05	                main:574]	:	INFO	:	Epoch 1915 | loss: 0.0311965 | val_loss: 0.0312046 | Time: 1634.91 ms
[2021-01-22 05:14:06	                main:574]	:	INFO	:	Epoch 1916 | loss: 0.0311964 | val_loss: 0.0312055 | Time: 1640.39 ms
[2021-01-22 05:14:08	                main:574]	:	INFO	:	Epoch 1917 | loss: 0.0311954 | val_loss: 0.0312036 | Time: 1614.14 ms
[2021-01-22 05:14:10	                main:574]	:	INFO	:	Epoch 1918 | loss: 0.0311941 | val_loss: 0.0312043 | Time: 1617.47 ms
[2021-01-22 05:14:11	                main:574]	:	INFO	:	Epoch 1919 | loss: 0.0311938 | val_loss: 0.0312035 | Time: 1655.49 ms
[2021-01-22 05:14:13	                main:574]	:	INFO	:	Epoch 1920 | loss: 0.0311941 | val_loss: 0.0312037 | Time: 1674.03 ms
[2021-01-22 05:14:15	                main:574]	:	INFO	:	Epoch 1921 | loss: 0.0311947 | val_loss: 0.0312055 | Time: 1665.16 ms
[2021-01-22 05:14:16	                main:574]	:	INFO	:	Epoch 1922 | loss: 0.0311968 | val_loss: 0.0312159 | Time: 1671.97 ms
[2021-01-22 05:14:18	                main:574]	:	INFO	:	Epoch 1923 | loss: 0.0327451 | val_loss: 0.0317308 | Time: 1670.29 ms
[2021-01-22 05:14:20	                main:574]	:	INFO	:	Epoch 1924 | loss: 0.034214 | val_loss: 0.0321032 | Time: 1669.95 ms
[2021-01-22 05:14:21	                main:574]	:	INFO	:	Epoch 1925 | loss: 0.031733 | val_loss: 0.0314061 | Time: 1683.31 ms
[2021-01-22 05:14:23	                main:574]	:	INFO	:	Epoch 1926 | loss: 0.0313125 | val_loss: 0.0312689 | Time: 1632.11 ms
[2021-01-22 05:14:25	                main:574]	:	INFO	:	Epoch 1927 | loss: 0.0312507 | val_loss: 0.0312422 | Time: 1658.9 ms
[2021-01-22 05:14:26	                main:574]	:	INFO	:	Epoch 1928 | loss: 0.0312377 | val_loss: 0.031232 | Time: 1685.3 ms
[2021-01-22 05:14:28	                main:574]	:	INFO	:	Epoch 1929 | loss: 0.0312299 | val_loss: 0.0312273 | Time: 1670.57 ms
[2021-01-22 05:14:30	                main:574]	:	INFO	:	Epoch 1930 | loss: 0.0312262 | val_loss: 0.0312255 | Time: 1688.27 ms
[2021-01-22 05:14:32	                main:574]	:	INFO	:	Epoch 1931 | loss: 0.031223 | val_loss: 0.0312269 | Time: 1677.85 ms
[2021-01-22 05:14:33	                main:574]	:	INFO	:	Epoch 1932 | loss: 0.0312218 | val_loss: 0.0312208 | Time: 1638.04 ms
[2021-01-22 05:14:35	                main:574]	:	INFO	:	Epoch 1933 | loss: 0.0312185 | val_loss: 0.0312195 | Time: 1653.48 ms
[2021-01-22 05:14:37	                main:574]	:	INFO	:	Epoch 1934 | loss: 0.0312166 | val_loss: 0.0312183 | Time: 1690.09 ms
[2021-01-22 05:14:38	                main:574]	:	INFO	:	Epoch 1935 | loss: 0.0312158 | val_loss: 0.0312181 | Time: 1609.43 ms
[2021-01-22 05:14:40	                main:574]	:	INFO	:	Epoch 1936 | loss: 0.0312156 | val_loss: 0.0312168 | Time: 1671.96 ms
[2021-01-22 05:14:41	                main:574]	:	INFO	:	Epoch 1937 | loss: 0.0312148 | val_loss: 0.0312166 | Time: 1634.89 ms
[2021-01-22 05:14:43	                main:574]	:	INFO	:	Epoch 1938 | loss: 0.0312142 | val_loss: 0.0312163 | Time: 1685.23 ms
[2021-01-22 05:14:45	                main:574]	:	INFO	:	Epoch 1939 | loss: 0.0312133 | val_loss: 0.0312152 | Time: 1676.53 ms
[2021-01-22 05:14:47	                main:574]	:	INFO	:	Epoch 1940 | loss: 0.0312106 | val_loss: 0.031212 | Time: 1650.96 ms
[2021-01-22 05:14:48	                main:574]	:	INFO	:	Epoch 1941 | loss: 0.0312085 | val_loss: 0.0312106 | Time: 1687.16 ms
[2021-01-22 05:14:50	                main:574]	:	INFO	:	Epoch 1942 | loss: 0.0312081 | val_loss: 0.0312096 | Time: 1629.83 ms
[2021-01-22 05:14:52	                main:574]	:	INFO	:	Epoch 1943 | loss: 0.031208 | val_loss: 0.0312095 | Time: 1655.5 ms
[2021-01-22 05:14:53	                main:574]	:	INFO	:	Epoch 1944 | loss: 0.0312075 | val_loss: 0.0312086 | Time: 1593.26 ms
[2021-01-22 05:14:55	                main:574]	:	INFO	:	Epoch 1945 | loss: 0.0312072 | val_loss: 0.0312113 | Time: 1683.71 ms
[2021-01-22 05:14:57	                main:574]	:	INFO	:	Epoch 1946 | loss: 0.0312069 | val_loss: 0.0312082 | Time: 1649.34 ms
[2021-01-22 05:14:58	                main:574]	:	INFO	:	Epoch 1947 | loss: 0.0312052 | val_loss: 0.0312075 | Time: 1618.67 ms
[2021-01-22 05:15:00	                main:574]	:	INFO	:	Epoch 1948 | loss: 0.0312053 | val_loss: 0.0312077 | Time: 1643.3 ms
[2021-01-22 05:15:01	                main:574]	:	INFO	:	Epoch 1949 | loss: 0.0312045 | val_loss: 0.0312073 | Time: 1665.93 ms
[2021-01-22 05:15:03	                main:574]	:	INFO	:	Epoch 1950 | loss: 0.0312049 | val_loss: 0.0312079 | Time: 1651.49 ms
[2021-01-22 05:15:05	                main:574]	:	INFO	:	Epoch 1951 | loss: 0.0312043 | val_loss: 0.0312065 | Time: 1676.13 ms
[2021-01-22 05:15:07	                main:574]	:	INFO	:	Epoch 1952 | loss: 0.0312037 | val_loss: 0.0312065 | Time: 1682.09 ms
[2021-01-22 05:15:08	                main:574]	:	INFO	:	Epoch 1953 | loss: 0.0312026 | val_loss: 0.0312046 | Time: 1616.14 ms
[2021-01-22 05:15:10	                main:574]	:	INFO	:	Epoch 1954 | loss: 0.0312015 | val_loss: 0.0312038 | Time: 1689.29 ms
[2021-01-22 05:15:12	                main:574]	:	INFO	:	Epoch 1955 | loss: 0.0312009 | val_loss: 0.0312034 | Time: 1648.88 ms
[2021-01-22 05:15:13	                main:574]	:	INFO	:	Epoch 1956 | loss: 0.0312007 | val_loss: 0.0312048 | Time: 1605.04 ms
[2021-01-22 05:15:15	                main:574]	:	INFO	:	Epoch 1957 | loss: 0.0312002 | val_loss: 0.031203 | Time: 1643.54 ms
[2021-01-22 05:15:16	                main:574]	:	INFO	:	Epoch 1958 | loss: 0.0311997 | val_loss: 0.0312033 | Time: 1682.51 ms
[2021-01-22 05:15:18	                main:574]	:	INFO	:	Epoch 1959 | loss: 0.0311993 | val_loss: 0.0312031 | Time: 1652.84 ms
[2021-01-22 05:15:20	                main:574]	:	INFO	:	Epoch 1960 | loss: 0.0311993 | val_loss: 0.031204 | Time: 1694.93 ms
[2021-01-22 05:15:22	                main:574]	:	INFO	:	Epoch 1961 | loss: 0.031199 | val_loss: 0.0312033 | Time: 1657.49 ms
[2021-01-22 05:15:23	                main:574]	:	INFO	:	Epoch 1962 | loss: 0.031199 | val_loss: 0.0312032 | Time: 1636.84 ms
[2021-01-22 05:15:25	                main:574]	:	INFO	:	Epoch 1963 | loss: 0.0311985 | val_loss: 0.0312029 | Time: 1684.05 ms
[2021-01-22 05:15:27	                main:574]	:	INFO	:	Epoch 1964 | loss: 0.0311985 | val_loss: 0.0312034 | Time: 1642.86 ms
[2021-01-22 05:15:28	                main:574]	:	INFO	:	Epoch 1965 | loss: 0.031198 | val_loss: 0.0312025 | Time: 1675.77 ms
[2021-01-22 05:15:30	                main:574]	:	INFO	:	Epoch 1966 | loss: 0.0311977 | val_loss: 0.031203 | Time: 1784.73 ms
[2021-01-22 05:15:32	                main:574]	:	INFO	:	Epoch 1967 | loss: 0.0311974 | val_loss: 0.0312021 | Time: 1749.11 ms
[2021-01-22 05:15:33	                main:574]	:	INFO	:	Epoch 1968 | loss: 0.0311976 | val_loss: 0.0312023 | Time: 1663.88 ms
[2021-01-22 05:15:35	                main:574]	:	INFO	:	Epoch 1969 | loss: 0.0311974 | val_loss: 0.0312018 | Time: 1602.75 ms
[2021-01-22 05:15:37	                main:574]	:	INFO	:	Epoch 1970 | loss: 0.0311971 | val_loss: 0.0312026 | Time: 1630.92 ms
[2021-01-22 05:15:38	                main:574]	:	INFO	:	Epoch 1971 | loss: 0.0311979 | val_loss: 0.0312025 | Time: 1656.82 ms
[2021-01-22 05:15:40	                main:574]	:	INFO	:	Epoch 1972 | loss: 0.0311969 | val_loss: 0.0312019 | Time: 1603.16 ms
[2021-01-22 05:15:42	                main:574]	:	INFO	:	Epoch 1973 | loss: 0.0311973 | val_loss: 0.0312047 | Time: 1649.92 ms
[2021-01-22 05:15:43	                main:574]	:	INFO	:	Epoch 1974 | loss: 0.0312001 | val_loss: 0.0312056 | Time: 1640.52 ms
[2021-01-22 05:15:45	                main:574]	:	INFO	:	Epoch 1975 | loss: 0.0312012 | val_loss: 0.0312056 | Time: 1622.23 ms
[2021-01-22 05:15:47	                main:574]	:	INFO	:	Epoch 1976 | loss: 0.0312014 | val_loss: 0.0312052 | Time: 1624.82 ms
[2021-01-22 05:15:48	                main:574]	:	INFO	:	Epoch 1977 | loss: 0.0312024 | val_loss: 0.0312034 | Time: 1645.09 ms
[2021-01-22 05:15:50	                main:574]	:	INFO	:	Epoch 1978 | loss: 0.0312028 | val_loss: 0.0312028 | Time: 1650.5 ms
[2021-01-22 05:15:52	                main:574]	:	INFO	:	Epoch 1979 | loss: 0.0312022 | val_loss: 0.0312027 | Time: 1683.09 ms
[2021-01-22 05:15:53	                main:574]	:	INFO	:	Epoch 1980 | loss: 0.0312006 | val_loss: 0.0312017 | Time: 1641.55 ms
[2021-01-22 05:15:55	                main:574]	:	INFO	:	Epoch 1981 | loss: 0.0312014 | val_loss: 0.0312089 | Time: 1639.57 ms
[2021-01-22 05:15:57	                main:574]	:	INFO	:	Epoch 1982 | loss: 0.0312222 | val_loss: 0.031226 | Time: 1668.23 ms
[2021-01-22 05:15:58	                main:574]	:	INFO	:	Epoch 1983 | loss: 0.0312327 | val_loss: 0.0312353 | Time: 1649.27 ms
[2021-01-22 05:16:00	                main:574]	:	INFO	:	Epoch 1984 | loss: 0.0312352 | val_loss: 0.0312404 | Time: 1663.12 ms
[2021-01-22 05:16:02	                main:574]	:	INFO	:	Epoch 1985 | loss: 0.0312486 | val_loss: 0.0312508 | Time: 1648.03 ms
[2021-01-22 05:16:03	                main:574]	:	INFO	:	Epoch 1986 | loss: 0.0312575 | val_loss: 0.0316926 | Time: 1634.22 ms
[2021-01-22 05:16:05	                main:574]	:	INFO	:	Epoch 1987 | loss: nan | val_loss: nan | Time: 1684.46 ms
[2021-01-22 05:16:07	                main:574]	:	INFO	:	Epoch 1988 | loss: nan | val_loss: nan | Time: 1639.5 ms
[2021-01-22 05:16:08	                main:574]	:	INFO	:	Epoch 1989 | loss: nan | val_loss: nan | Time: 1635.57 ms
[2021-01-22 05:16:10	                main:574]	:	INFO	:	Epoch 1990 | loss: nan | val_loss: nan | Time: 1626.06 ms
[2021-01-22 05:16:12	                main:574]	:	INFO	:	Epoch 1991 | loss: nan | val_loss: nan | Time: 1623 ms
[2021-01-22 05:16:13	                main:574]	:	INFO	:	Epoch 1992 | loss: nan | val_loss: nan | Time: 1644.4 ms
[2021-01-22 05:16:15	                main:574]	:	INFO	:	Epoch 1993 | loss: nan | val_loss: nan | Time: 1680.5 ms
[2021-01-22 05:16:17	                main:574]	:	INFO	:	Epoch 1994 | loss: nan | val_loss: nan | Time: 1648.71 ms
[2021-01-22 05:16:18	                main:574]	:	INFO	:	Epoch 1995 | loss: nan | val_loss: nan | Time: 1655.88 ms
[2021-01-22 05:16:20	                main:574]	:	INFO	:	Epoch 1996 | loss: nan | val_loss: nan | Time: 1666.15 ms
[2021-01-22 05:16:22	                main:574]	:	INFO	:	Epoch 1997 | loss: nan | val_loss: nan | Time: 1655.64 ms
[2021-01-22 05:16:23	                main:574]	:	INFO	:	Epoch 1998 | loss: nan | val_loss: nan | Time: 1656.99 ms
[2021-01-22 05:16:25	                main:574]	:	INFO	:	Epoch 1999 | loss: nan | val_loss: nan | Time: 1659.56 ms
[2021-01-22 05:16:27	                main:574]	:	INFO	:	Epoch 2000 | loss: nan | val_loss: nan | Time: 1673.89 ms
[2021-01-22 05:16:28	                main:574]	:	INFO	:	Epoch 2001 | loss: nan | val_loss: nan | Time: 1639.53 ms
[2021-01-22 05:16:30	                main:574]	:	INFO	:	Epoch 2002 | loss: nan | val_loss: nan | Time: 1624.3 ms
[2021-01-22 05:16:32	                main:574]	:	INFO	:	Epoch 2003 | loss: nan | val_loss: nan | Time: 1669.01 ms
[2021-01-22 05:16:33	                main:574]	:	INFO	:	Epoch 2004 | loss: nan | val_loss: nan | Time: 1610.75 ms
[2021-01-22 05:16:35	                main:574]	:	INFO	:	Epoch 2005 | loss: nan | val_loss: nan | Time: 1648.09 ms
[2021-01-22 05:16:36	                main:574]	:	INFO	:	Epoch 2006 | loss: nan | val_loss: nan | Time: 1608.46 ms
[2021-01-22 05:16:38	                main:574]	:	INFO	:	Epoch 2007 | loss: nan | val_loss: nan | Time: 1648.9 ms
[2021-01-22 05:16:40	                main:574]	:	INFO	:	Epoch 2008 | loss: nan | val_loss: nan | Time: 1675.76 ms
[2021-01-22 05:16:41	                main:574]	:	INFO	:	Epoch 2009 | loss: nan | val_loss: nan | Time: 1633.3 ms
[2021-01-22 05:16:43	                main:574]	:	INFO	:	Epoch 2010 | loss: nan | val_loss: nan | Time: 1678.74 ms
[2021-01-22 05:16:45	                main:574]	:	INFO	:	Epoch 2011 | loss: nan | val_loss: nan | Time: 1616.72 ms
[2021-01-22 05:16:46	                main:574]	:	INFO	:	Epoch 2012 | loss: nan | val_loss: nan | Time: 1616.83 ms
[2021-01-22 05:16:48	                main:574]	:	INFO	:	Epoch 2013 | loss: nan | val_loss: nan | Time: 1671.91 ms
[2021-01-22 05:16:50	                main:574]	:	INFO	:	Epoch 2014 | loss: nan | val_loss: nan | Time: 1636.16 ms
[2021-01-22 05:16:51	                main:574]	:	INFO	:	Epoch 2015 | loss: nan | val_loss: nan | Time: 1656 ms
[2021-01-22 05:16:53	                main:574]	:	INFO	:	Epoch 2016 | loss: nan | val_loss: nan | Time: 1640.02 ms
[2021-01-22 05:16:55	                main:574]	:	INFO	:	Epoch 2017 | loss: nan | val_loss: nan | Time: 1617.08 ms
[2021-01-22 05:16:56	                main:574]	:	INFO	:	Epoch 2018 | loss: nan | val_loss: nan | Time: 1601.94 ms
[2021-01-22 05:16:58	                main:574]	:	INFO	:	Epoch 2019 | loss: nan | val_loss: nan | Time: 1655.13 ms
[2021-01-22 05:17:00	                main:574]	:	INFO	:	Epoch 2020 | loss: nan | val_loss: nan | Time: 1646.23 ms
[2021-01-22 05:17:01	                main:574]	:	INFO	:	Epoch 2021 | loss: nan | val_loss: nan | Time: 1632.37 ms
[2021-01-22 05:17:03	                main:574]	:	INFO	:	Epoch 2022 | loss: nan | val_loss: nan | Time: 1607.29 ms
[2021-01-22 05:17:05	                main:574]	:	INFO	:	Epoch 2023 | loss: nan | val_loss: nan | Time: 1667 ms
[2021-01-22 05:17:06	                main:574]	:	INFO	:	Epoch 2024 | loss: nan | val_loss: nan | Time: 1659.13 ms
[2021-01-22 05:17:08	                main:574]	:	INFO	:	Epoch 2025 | loss: nan | val_loss: nan | Time: 1660.09 ms
[2021-01-22 05:17:10	                main:574]	:	INFO	:	Epoch 2026 | loss: nan | val_loss: nan | Time: 1632.93 ms
[2021-01-22 05:17:11	                main:574]	:	INFO	:	Epoch 2027 | loss: nan | val_loss: nan | Time: 1646.91 ms
[2021-01-22 05:17:13	                main:574]	:	INFO	:	Epoch 2028 | loss: nan | val_loss: nan | Time: 1618.77 ms
[2021-01-22 05:17:14	                main:574]	:	INFO	:	Epoch 2029 | loss: nan | val_loss: nan | Time: 1639.86 ms
[2021-01-22 05:17:16	                main:574]	:	INFO	:	Epoch 2030 | loss: nan | val_loss: nan | Time: 1646.74 ms
[2021-01-22 05:17:18	                main:574]	:	INFO	:	Epoch 2031 | loss: nan | val_loss: nan | Time: 1641.24 ms
[2021-01-22 05:17:19	                main:574]	:	INFO	:	Epoch 2032 | loss: nan | val_loss: nan | Time: 1663.1 ms
[2021-01-22 05:17:21	                main:574]	:	INFO	:	Epoch 2033 | loss: nan | val_loss: nan | Time: 1615.42 ms
[2021-01-22 05:17:23	                main:574]	:	INFO	:	Epoch 2034 | loss: nan | val_loss: nan | Time: 1632.55 ms
[2021-01-22 05:17:24	                main:574]	:	INFO	:	Epoch 2035 | loss: nan | val_loss: nan | Time: 1634.48 ms
[2021-01-22 05:17:26	                main:574]	:	INFO	:	Epoch 2036 | loss: nan | val_loss: nan | Time: 1661.09 ms
[2021-01-22 05:17:28	                main:574]	:	INFO	:	Epoch 2037 | loss: nan | val_loss: nan | Time: 1661.61 ms
[2021-01-22 05:17:29	                main:574]	:	INFO	:	Epoch 2038 | loss: nan | val_loss: nan | Time: 1613.42 ms
[2021-01-22 05:17:31	                main:574]	:	INFO	:	Epoch 2039 | loss: nan | val_loss: nan | Time: 1636.94 ms
[2021-01-22 05:17:33	                main:574]	:	INFO	:	Epoch 2040 | loss: nan | val_loss: nan | Time: 1663.44 ms
[2021-01-22 05:17:34	                main:574]	:	INFO	:	Epoch 2041 | loss: nan | val_loss: nan | Time: 1652.31 ms
[2021-01-22 05:17:36	                main:574]	:	INFO	:	Epoch 2042 | loss: nan | val_loss: nan | Time: 1601.32 ms
[2021-01-22 05:17:38	                main:574]	:	INFO	:	Epoch 2043 | loss: nan | val_loss: nan | Time: 1609.87 ms
[2021-01-22 05:17:39	                main:574]	:	INFO	:	Epoch 2044 | loss: nan | val_loss: nan | Time: 1616.34 ms
[2021-01-22 05:17:41	                main:574]	:	INFO	:	Epoch 2045 | loss: nan | val_loss: nan | Time: 1630.33 ms
[2021-01-22 05:17:43	                main:574]	:	INFO	:	Epoch 2046 | loss: nan | val_loss: nan | Time: 1682.84 ms
[2021-01-22 05:17:44	                main:574]	:	INFO	:	Epoch 2047 | loss: nan | val_loss: nan | Time: 1623.66 ms
[2021-01-22 05:17:46	                main:574]	:	INFO	:	Epoch 2048 | loss: nan | val_loss: nan | Time: 1630.24 ms
[2021-01-22 05:17:46	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss nan
[2021-01-22 05:17:46	                main:603]	:	INFO	:	Saving end state to config to file
[2021-01-22 05:17:46	                main:608]	:	INFO	:	Success, exiting..
05:17:46 (3636): called boinc_finish(0)

</stderr_txt>
]]>


©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)