Task 3336518

Name ParityModified-1608176880-32598-0_1
Workunit 1585454
Created 18 Dec 2020, 18:56:22 UTC
Sent 18 Dec 2020, 22:14:10 UTC
Report deadline 26 Dec 2020, 22:14:10 UTC
Received 19 Dec 2020, 11:33:39 UTC
Server state Over
Outcome Validate error
Client state Done
Exit status 0 (0x00000000)
Computer ID 4379
Run time 1 hours 8 min 50 sec
CPU time 1 hours 8 min 45 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 4,498.72 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.80 (cuda10200)
x86_64-pc-linux-gnu
Peak working set size 2.33 GB
Peak swap size 10.46 GB
Peak disk usage 2.98 GB

Stderr output

<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
NFO	:	Epoch 1515 | loss: 0.0311392 | val_loss: 0.0311941 | Time: 2017.59 ms
[2020-12-19 06:15:34	                main:581]	:	INFO	:	Epoch 1516 | loss: 0.0311421 | val_loss: 0.0311967 | Time: 2012.15 ms
[2020-12-19 06:15:36	                main:581]	:	INFO	:	Epoch 1517 | loss: 0.0311406 | val_loss: 0.0311953 | Time: 2018.34 ms
[2020-12-19 06:15:38	                main:581]	:	INFO	:	Epoch 1518 | loss: 0.031141 | val_loss: 0.0311911 | Time: 2025.9 ms
[2020-12-19 06:15:40	                main:581]	:	INFO	:	Epoch 1519 | loss: 0.0311409 | val_loss: 0.031192 | Time: 2020.42 ms
[2020-12-19 06:15:42	                main:581]	:	INFO	:	Epoch 1520 | loss: 0.0311425 | val_loss: 0.0311974 | Time: 2020.64 ms
[2020-12-19 06:15:45	                main:581]	:	INFO	:	Epoch 1521 | loss: 0.0311407 | val_loss: 0.0311974 | Time: 2017.69 ms
[2020-12-19 06:15:47	                main:581]	:	INFO	:	Epoch 1522 | loss: 0.0311391 | val_loss: 0.0311939 | Time: 2024.29 ms
[2020-12-19 06:15:49	                main:581]	:	INFO	:	Epoch 1523 | loss: 0.0311369 | val_loss: 0.0311937 | Time: 2021.95 ms
[2020-12-19 06:15:51	                main:581]	:	INFO	:	Epoch 1524 | loss: 0.0311371 | val_loss: 0.0312 | Time: 2013.18 ms
[2020-12-19 06:15:53	                main:581]	:	INFO	:	Epoch 1525 | loss: 0.0311406 | val_loss: 0.0312044 | Time: 2024.73 ms
[2020-12-19 06:15:55	                main:581]	:	INFO	:	Epoch 1526 | loss: 0.0311385 | val_loss: 0.0311936 | Time: 2020.54 ms
[2020-12-19 06:15:57	                main:581]	:	INFO	:	Epoch 1527 | loss: 0.031139 | val_loss: 0.0311923 | Time: 2019.55 ms
[2020-12-19 06:15:59	                main:581]	:	INFO	:	Epoch 1528 | loss: 0.0311423 | val_loss: 0.0311951 | Time: 2013.55 ms
[2020-12-19 06:16:01	                main:581]	:	INFO	:	Epoch 1529 | loss: 0.0311395 | val_loss: 0.0311908 | Time: 2018.29 ms
[2020-12-19 06:16:03	                main:581]	:	INFO	:	Epoch 1530 | loss: 0.0311426 | val_loss: 0.0311974 | Time: 2010.42 ms
[2020-12-19 06:16:05	                main:581]	:	INFO	:	Epoch 1531 | loss: 0.0311389 | val_loss: 0.0311955 | Time: 2019.28 ms
[2020-12-19 06:16:07	                main:581]	:	INFO	:	Epoch 1532 | loss: 0.0311393 | val_loss: 0.0311928 | Time: 2008.21 ms
[2020-12-19 06:16:09	                main:581]	:	INFO	:	Epoch 1533 | loss: 0.0311417 | val_loss: 0.031211 | Time: 2019.45 ms
[2020-12-19 06:16:11	                main:581]	:	INFO	:	Epoch 1534 | loss: 0.0311412 | val_loss: 0.0311948 | Time: 2018.25 ms
[2020-12-19 06:16:13	                main:581]	:	INFO	:	Epoch 1535 | loss: 0.0311378 | val_loss: 0.0311915 | Time: 2027.68 ms
[2020-12-19 06:16:15	                main:581]	:	INFO	:	Epoch 1536 | loss: 0.0311381 | val_loss: 0.031205 | Time: 2008.14 ms
[2020-12-19 06:16:17	                main:581]	:	INFO	:	Epoch 1537 | loss: 0.0311382 | val_loss: 0.0311896 | Time: 2019.31 ms
[2020-12-19 06:16:19	                main:581]	:	INFO	:	Epoch 1538 | loss: 0.0311408 | val_loss: 0.0312065 | Time: 2022.37 ms
[2020-12-19 06:16:21	                main:581]	:	INFO	:	Epoch 1539 | loss: 0.0311379 | val_loss: 0.0312109 | Time: 2011.62 ms
[2020-12-19 06:16:23	                main:581]	:	INFO	:	Epoch 1540 | loss: 0.031139 | val_loss: 0.0311984 | Time: 2020.76 ms
[2020-12-19 06:16:25	                main:581]	:	INFO	:	Epoch 1541 | loss: 0.0311383 | val_loss: 0.0312051 | Time: 2022.33 ms
[2020-12-19 06:16:27	                main:581]	:	INFO	:	Epoch 1542 | loss: 0.0311402 | val_loss: 0.0311952 | Time: 2012.52 ms
[2020-12-19 06:16:29	                main:581]	:	INFO	:	Epoch 1543 | loss: 0.0311361 | val_loss: 0.0312029 | Time: 2019.95 ms
[2020-12-19 06:16:31	                main:581]	:	INFO	:	Epoch 1544 | loss: 0.0311374 | val_loss: 0.0311931 | Time: 2016.42 ms
[2020-12-19 06:16:33	                main:581]	:	INFO	:	Epoch 1545 | loss: 0.0311371 | val_loss: 0.0311986 | Time: 2009.9 ms
[2020-12-19 06:16:35	                main:581]	:	INFO	:	Epoch 1546 | loss: 0.0311405 | val_loss: 0.0312052 | Time: 2019.55 ms
[2020-12-19 06:16:37	                main:581]	:	INFO	:	Epoch 1547 | loss: 0.0311391 | val_loss: 0.0311926 | Time: 2013.84 ms
[2020-12-19 06:16:39	                main:581]	:	INFO	:	Epoch 1548 | loss: 0.0311367 | val_loss: 0.0311948 | Time: 2016.95 ms
[2020-12-19 06:16:41	                main:581]	:	INFO	:	Epoch 1549 | loss: 0.0311389 | val_loss: 0.0311894 | Time: 2007.64 ms
[2020-12-19 06:16:43	                main:581]	:	INFO	:	Epoch 1550 | loss: 0.0311357 | val_loss: 0.0311963 | Time: 2025.43 ms
[2020-12-19 06:16:45	                main:581]	:	INFO	:	Epoch 1551 | loss: 0.0311324 | val_loss: 0.0312039 | Time: 2019.04 ms
[2020-12-19 06:16:47	                main:581]	:	INFO	:	Epoch 1552 | loss: 0.031136 | val_loss: 0.0311926 | Time: 2023.33 ms
[2020-12-19 06:16:49	                main:581]	:	INFO	:	Epoch 1553 | loss: 0.031136 | val_loss: 0.0312013 | Time: 2023.41 ms
[2020-12-19 06:16:51	                main:581]	:	INFO	:	Epoch 1554 | loss: 0.0311325 | val_loss: 0.0312056 | Time: 2021.33 ms
[2020-12-19 06:16:53	                main:581]	:	INFO	:	Epoch 1555 | loss: 0.0311332 | val_loss: 0.0312042 | Time: 2021.64 ms
[2020-12-19 06:16:55	                main:581]	:	INFO	:	Epoch 1556 | loss: 0.0311364 | val_loss: 0.0312164 | Time: 2021.5 ms
[2020-12-19 06:16:57	                main:581]	:	INFO	:	Epoch 1557 | loss: 0.0311412 | val_loss: 0.0312023 | Time: 2022.3 ms
[2020-12-19 06:16:59	                main:581]	:	INFO	:	Epoch 1558 | loss: 0.0311437 | val_loss: 0.0312092 | Time: 2013.56 ms
[2020-12-19 06:17:01	                main:581]	:	INFO	:	Epoch 1559 | loss: 0.031136 | val_loss: 0.0311972 | Time: 2014.96 ms
[2020-12-19 06:17:03	                main:581]	:	INFO	:	Epoch 1560 | loss: 0.0311351 | val_loss: 0.0312005 | Time: 2024 ms
[2020-12-19 06:17:05	                main:581]	:	INFO	:	Epoch 1561 | loss: 0.0311344 | val_loss: 0.0312052 | Time: 2021.17 ms
[2020-12-19 06:17:07	                main:581]	:	INFO	:	Epoch 1562 | loss: 0.0311351 | val_loss: 0.0312149 | Time: 2016.22 ms
[2020-12-19 06:17:09	                main:581]	:	INFO	:	Epoch 1563 | loss: 0.0311347 | val_loss: 0.031195 | Time: 2026.2 ms
[2020-12-19 06:17:11	                main:581]	:	INFO	:	Epoch 1564 | loss: 0.0311347 | val_loss: 0.031203 | Time: 2021.37 ms
[2020-12-19 06:17:13	                main:581]	:	INFO	:	Epoch 1565 | loss: 0.031142 | val_loss: 0.0311968 | Time: 2022.18 ms
[2020-12-19 06:17:15	                main:581]	:	INFO	:	Epoch 1566 | loss: 0.0311521 | val_loss: 0.0311893 | Time: 2016.87 ms
[2020-12-19 06:17:17	                main:581]	:	INFO	:	Epoch 1567 | loss: 0.0311465 | val_loss: 0.0311948 | Time: 2012.59 ms
[2020-12-19 06:17:19	                main:581]	:	INFO	:	Epoch 1568 | loss: 0.0311412 | val_loss: 0.0311951 | Time: 2021.16 ms
[2020-12-19 06:17:21	                main:581]	:	INFO	:	Epoch 1569 | loss: 0.0311358 | val_loss: 0.0312002 | Time: 2012.93 ms
[2020-12-19 06:17:23	                main:581]	:	INFO	:	Epoch 1570 | loss: 0.0311364 | val_loss: 0.0312049 | Time: 2025.26 ms
[2020-12-19 06:17:25	                main:581]	:	INFO	:	Epoch 1571 | loss: 0.0311337 | val_loss: 0.0311995 | Time: 2011.87 ms
[2020-12-19 06:17:27	                main:581]	:	INFO	:	Epoch 1572 | loss: 0.031131 | val_loss: 0.0311995 | Time: 2017.75 ms
[2020-12-19 06:17:29	                main:581]	:	INFO	:	Epoch 1573 | loss: 0.0311332 | val_loss: 0.0311975 | Time: 2016.59 ms
[2020-12-19 06:17:32	                main:581]	:	INFO	:	Epoch 1574 | loss: 0.0311319 | val_loss: 0.0311977 | Time: 2018.87 ms
[2020-12-19 06:17:34	                main:581]	:	INFO	:	Epoch 1575 | loss: 0.0311308 | val_loss: 0.0312056 | Time: 2021.81 ms
[2020-12-19 06:17:36	                main:581]	:	INFO	:	Epoch 1576 | loss: 0.0311292 | val_loss: 0.0312024 | Time: 2023.75 ms
[2020-12-19 06:17:38	                main:581]	:	INFO	:	Epoch 1577 | loss: 0.0311292 | val_loss: 0.0312039 | Time: 2022.8 ms
[2020-12-19 06:17:40	                main:581]	:	INFO	:	Epoch 1578 | loss: 0.0311303 | val_loss: 0.0311952 | Time: 2030.77 ms
[2020-12-19 06:17:42	                main:581]	:	INFO	:	Epoch 1579 | loss: 0.0311321 | val_loss: 0.0312 | Time: 2023.12 ms
[2020-12-19 06:17:44	                main:581]	:	INFO	:	Epoch 1580 | loss: 0.0311307 | val_loss: 0.031198 | Time: 2006.35 ms
[2020-12-19 06:17:46	                main:581]	:	INFO	:	Epoch 1581 | loss: 0.03113 | val_loss: 0.0312102 | Time: 2020.18 ms
[2020-12-19 06:17:48	                main:581]	:	INFO	:	Epoch 1582 | loss: 0.0311306 | val_loss: 0.0312013 | Time: 2013.99 ms
[2020-12-19 06:17:50	                main:581]	:	INFO	:	Epoch 1583 | loss: 0.0311274 | val_loss: 0.0312042 | Time: 2022.11 ms
[2020-12-19 06:17:52	                main:581]	:	INFO	:	Epoch 1584 | loss: 0.0311259 | val_loss: 0.0311957 | Time: 2021.4 ms
[2020-12-19 06:17:54	                main:581]	:	INFO	:	Epoch 1585 | loss: 0.0311249 | val_loss: 0.0311996 | Time: 2016.84 ms
[2020-12-19 06:17:56	                main:581]	:	INFO	:	Epoch 1586 | loss: 0.0311278 | val_loss: 0.0311982 | Time: 2020.83 ms
[2020-12-19 06:17:58	                main:581]	:	INFO	:	Epoch 1587 | loss: 0.0311275 | val_loss: 0.0311972 | Time: 2021.5 ms
[2020-12-19 06:18:00	                main:581]	:	INFO	:	Epoch 1588 | loss: 0.0311289 | val_loss: 0.0312038 | Time: 2019.5 ms
[2020-12-19 06:18:02	                main:581]	:	INFO	:	Epoch 1589 | loss: 0.0311288 | val_loss: 0.0312015 | Time: 2015.13 ms
[2020-12-19 06:18:04	                main:581]	:	INFO	:	Epoch 1590 | loss: 0.0311284 | val_loss: 0.0312064 | Time: 2018.87 ms
[2020-12-19 06:18:06	                main:581]	:	INFO	:	Epoch 1591 | loss: 0.0311312 | val_loss: 0.0312032 | Time: 2017.89 ms
[2020-12-19 06:18:08	                main:581]	:	INFO	:	Epoch 1592 | loss: 0.0311275 | val_loss: 0.0312015 | Time: 2019.17 ms
[2020-12-19 06:18:10	                main:581]	:	INFO	:	Epoch 1593 | loss: 0.0311266 | val_loss: 0.0311964 | Time: 2012.77 ms
[2020-12-19 06:18:12	                main:581]	:	INFO	:	Epoch 1594 | loss: 0.0311298 | val_loss: 0.031205 | Time: 2016.06 ms
[2020-12-19 06:18:14	                main:581]	:	INFO	:	Epoch 1595 | loss: 0.031129 | val_loss: 0.0312079 | Time: 2019.79 ms
[2020-12-19 06:18:16	                main:581]	:	INFO	:	Epoch 1596 | loss: 0.0311373 | val_loss: 0.0311902 | Time: 2012.7 ms
[2020-12-19 06:18:18	                main:581]	:	INFO	:	Epoch 1597 | loss: 0.0311336 | val_loss: 0.0312022 | Time: 2019.59 ms
[2020-12-19 06:18:20	                main:581]	:	INFO	:	Epoch 1598 | loss: 0.0311334 | val_loss: 0.0312062 | Time: 2010.76 ms
[2020-12-19 06:18:22	                main:581]	:	INFO	:	Epoch 1599 | loss: 0.0311382 | val_loss: 0.0311946 | Time: 2019.7 ms
[2020-12-19 06:18:24	                main:581]	:	INFO	:	Epoch 1600 | loss: 0.03114 | val_loss: 0.0312214 | Time: 2012.43 ms
[2020-12-19 06:18:26	                main:581]	:	INFO	:	Epoch 1601 | loss: 0.0311368 | val_loss: 0.0312005 | Time: 2019.23 ms
[2020-12-19 06:18:28	                main:581]	:	INFO	:	Epoch 1602 | loss: 0.0311311 | val_loss: 0.0312146 | Time: 2021.99 ms
[2020-12-19 06:18:30	                main:581]	:	INFO	:	Epoch 1603 | loss: 0.031132 | val_loss: 0.0312017 | Time: 2013.48 ms
[2020-12-19 06:18:32	                main:581]	:	INFO	:	Epoch 1604 | loss: 0.031128 | val_loss: 0.0311999 | Time: 2023.9 ms
[2020-12-19 06:18:34	                main:581]	:	INFO	:	Epoch 1605 | loss: 0.0311278 | val_loss: 0.0312111 | Time: 2010.49 ms
[2020-12-19 06:18:36	                main:581]	:	INFO	:	Epoch 1606 | loss: 0.0311327 | val_loss: 0.0311956 | Time: 2018.13 ms
[2020-12-19 06:18:38	                main:581]	:	INFO	:	Epoch 1607 | loss: 0.0311288 | val_loss: 0.0311999 | Time: 2012.54 ms
[2020-12-19 06:18:40	                main:581]	:	INFO	:	Epoch 1608 | loss: 0.0311251 | val_loss: 0.0312031 | Time: 2016.3 ms
[2020-12-19 06:18:42	                main:581]	:	INFO	:	Epoch 1609 | loss: 0.0311259 | val_loss: 0.0312005 | Time: 2019.56 ms
[2020-12-19 06:18:44	                main:581]	:	INFO	:	Epoch 1610 | loss: 0.0311241 | val_loss: 0.0312037 | Time: 2019.39 ms
[2020-12-19 06:18:46	                main:581]	:	INFO	:	Epoch 1611 | loss: 0.0311224 | val_loss: 0.0312106 | Time: 2010.64 ms
[2020-12-19 06:18:48	                main:581]	:	INFO	:	Epoch 1612 | loss: 0.0311217 | val_loss: 0.0312047 | Time: 2017.12 ms
[2020-12-19 06:18:50	                main:581]	:	INFO	:	Epoch 1613 | loss: 0.0311246 | val_loss: 0.0312043 | Time: 2017.41 ms
[2020-12-19 06:18:52	                main:581]	:	INFO	:	Epoch 1614 | loss: 0.0311262 | val_loss: 0.0312 | Time: 2009.13 ms
[2020-12-19 06:18:54	                main:581]	:	INFO	:	Epoch 1615 | loss: 0.0311226 | val_loss: 0.0312041 | Time: 2018.27 ms
[2020-12-19 06:18:56	                main:581]	:	INFO	:	Epoch 1616 | loss: 0.0311229 | val_loss: 0.0312034 | Time: 2024.31 ms
[2020-12-19 06:18:58	                main:581]	:	INFO	:	Epoch 1617 | loss: 0.0311228 | val_loss: 0.0312081 | Time: 2027.34 ms
[2020-12-19 06:19:00	                main:581]	:	INFO	:	Epoch 1618 | loss: 0.031123 | val_loss: 0.0312114 | Time: 2009.44 ms
[2020-12-19 06:19:02	                main:581]	:	INFO	:	Epoch 1619 | loss: 0.0311231 | val_loss: 0.0311984 | Time: 2016.63 ms
[2020-12-19 06:19:04	                main:581]	:	INFO	:	Epoch 1620 | loss: 0.031128 | val_loss: 0.0311984 | Time: 2018.52 ms
[2020-12-19 06:19:06	                main:581]	:	INFO	:	Epoch 1621 | loss: 0.0311395 | val_loss: 0.0311912 | Time: 2017.96 ms
[2020-12-19 06:19:08	                main:581]	:	INFO	:	Epoch 1622 | loss: 0.0311362 | val_loss: 0.0312003 | Time: 2016.82 ms
[2020-12-19 06:19:10	                main:581]	:	INFO	:	Epoch 1623 | loss: 0.0311296 | val_loss: 0.0312018 | Time: 2008.64 ms
[2020-12-19 06:19:12	                main:581]	:	INFO	:	Epoch 1624 | loss: 0.0311281 | val_loss: 0.0311893 | Time: 2016.95 ms
[2020-12-19 06:19:14	                main:581]	:	INFO	:	Epoch 1625 | loss: 0.0311256 | val_loss: 0.0312091 | Time: 2021.8 ms
[2020-12-19 06:19:16	                main:581]	:	INFO	:	Epoch 1626 | loss: 0.0311246 | val_loss: 0.0312004 | Time: 2019.74 ms
[2020-12-19 06:19:18	                main:581]	:	INFO	:	Epoch 1627 | loss: 0.0311271 | val_loss: 0.0312045 | Time: 2020.86 ms
[2020-12-19 06:19:20	                main:581]	:	INFO	:	Epoch 1628 | loss: 0.0311229 | val_loss: 0.0311961 | Time: 2007.95 ms
[2020-12-19 06:19:22	                main:581]	:	INFO	:	Epoch 1629 | loss: 0.0311295 | val_loss: 0.0311945 | Time: 2018.51 ms
[2020-12-19 06:19:25	                main:581]	:	INFO	:	Epoch 1630 | loss: 0.0311296 | val_loss: 0.0312092 | Time: 2019.39 ms
[2020-12-19 06:19:27	                main:581]	:	INFO	:	Epoch 1631 | loss: 0.0311225 | val_loss: 0.0312188 | Time: 2016.5 ms
[2020-12-19 06:19:29	                main:581]	:	INFO	:	Epoch 1632 | loss: 0.0311238 | val_loss: 0.0311982 | Time: 2010.58 ms
[2020-12-19 06:19:31	                main:581]	:	INFO	:	Epoch 1633 | loss: 0.0311238 | val_loss: 0.0312021 | Time: 2018.63 ms
[2020-12-19 06:19:33	                main:581]	:	INFO	:	Epoch 1634 | loss: 0.0311215 | val_loss: 0.0312019 | Time: 2012.68 ms
[2020-12-19 06:19:35	                main:581]	:	INFO	:	Epoch 1635 | loss: 0.0311274 | val_loss: 0.0312009 | Time: 2017.33 ms
[2020-12-19 06:19:37	                main:581]	:	INFO	:	Epoch 1636 | loss: 0.0311231 | val_loss: 0.0312116 | Time: 2017.93 ms
[2020-12-19 06:19:39	                main:581]	:	INFO	:	Epoch 1637 | loss: 0.0311249 | val_loss: 0.0312029 | Time: 2018.56 ms
[2020-12-19 06:19:41	                main:581]	:	INFO	:	Epoch 1638 | loss: 0.031123 | val_loss: 0.0312104 | Time: 2021.09 ms
[2020-12-19 06:19:43	                main:581]	:	INFO	:	Epoch 1639 | loss: 0.031126 | val_loss: 0.0312096 | Time: 2008.95 ms
[2020-12-19 06:19:45	                main:581]	:	INFO	:	Epoch 1640 | loss: 0.0311286 | val_loss: 0.0312123 | Time: 2019.4 ms
[2020-12-19 06:19:47	                main:581]	:	INFO	:	Epoch 1641 | loss: 0.031134 | val_loss: 0.0312094 | Time: 2019.52 ms
[2020-12-19 06:19:49	                main:581]	:	INFO	:	Epoch 1642 | loss: 0.0311255 | val_loss: 0.0312084 | Time: 2011.87 ms
[2020-12-19 06:19:51	                main:581]	:	INFO	:	Epoch 1643 | loss: 0.0311223 | val_loss: 0.0312086 | Time: 2017.09 ms
[2020-12-19 06:19:53	                main:581]	:	INFO	:	Epoch 1644 | loss: 0.0311228 | val_loss: 0.0312209 | Time: 2023.5 ms
[2020-12-19 06:19:55	                main:581]	:	INFO	:	Epoch 1645 | loss: 0.0311229 | val_loss: 0.0312175 | Time: 2020.11 ms
[2020-12-19 06:19:57	                main:581]	:	INFO	:	Epoch 1646 | loss: 0.0311242 | val_loss: 0.0312099 | Time: 2013.74 ms
[2020-12-19 06:19:59	                main:581]	:	INFO	:	Epoch 1647 | loss: 0.0311258 | val_loss: 0.0312088 | Time: 2015.7 ms
[2020-12-19 06:20:01	                main:581]	:	INFO	:	Epoch 1648 | loss: 0.0311237 | val_loss: 0.0312093 | Time: 2019.16 ms
[2020-12-19 06:20:03	                main:581]	:	INFO	:	Epoch 1649 | loss: 0.0311241 | val_loss: 0.0312131 | Time: 2016.69 ms
[2020-12-19 06:20:05	                main:581]	:	INFO	:	Epoch 1650 | loss: 0.0311212 | val_loss: 0.0311981 | Time: 2018.63 ms
[2020-12-19 06:20:07	                main:581]	:	INFO	:	Epoch 1651 | loss: 0.0311318 | val_loss: 0.0312177 | Time: 2011.88 ms
[2020-12-19 06:20:09	                main:581]	:	INFO	:	Epoch 1652 | loss: 0.0311317 | val_loss: 0.0311921 | Time: 2018.17 ms
[2020-12-19 06:20:11	                main:581]	:	INFO	:	Epoch 1653 | loss: 0.031128 | val_loss: 0.0312049 | Time: 2014.03 ms
[2020-12-19 06:20:13	                main:581]	:	INFO	:	Epoch 1654 | loss: 0.0311628 | val_loss: 0.0312014 | Time: 2016.34 ms
[2020-12-19 06:20:15	                main:581]	:	INFO	:	Epoch 1655 | loss: 0.0311478 | val_loss: 0.0312163 | Time: 2018.42 ms
[2020-12-19 06:20:17	                main:581]	:	INFO	:	Epoch 1656 | loss: 0.0311323 | val_loss: 0.0312083 | Time: 2017.92 ms
[2020-12-19 06:20:19	                main:581]	:	INFO	:	Epoch 1657 | loss: 0.0311256 | val_loss: 0.0311938 | Time: 2025.6 ms
[2020-12-19 06:20:21	                main:581]	:	INFO	:	Epoch 1658 | loss: 0.031128 | val_loss: 0.0312133 | Time: 2018.2 ms
[2020-12-19 06:20:23	                main:581]	:	INFO	:	Epoch 1659 | loss: 0.0311242 | val_loss: 0.0312049 | Time: 2020.73 ms
[2020-12-19 06:20:25	                main:581]	:	INFO	:	Epoch 1660 | loss: 0.0311243 | val_loss: 0.0312007 | Time: 2012 ms
[2020-12-19 06:20:27	                main:581]	:	INFO	:	Epoch 1661 | loss: 0.0311273 | val_loss: 0.031206 | Time: 2015.17 ms
[2020-12-19 06:20:29	                main:581]	:	INFO	:	Epoch 1662 | loss: 0.0311225 | val_loss: 0.0312032 | Time: 2022.23 ms
[2020-12-19 06:20:31	                main:581]	:	INFO	:	Epoch 1663 | loss: 0.0311203 | val_loss: 0.031196 | Time: 2013.44 ms
[2020-12-19 06:20:33	                main:581]	:	INFO	:	Epoch 1664 | loss: 0.0311191 | val_loss: 0.03121 | Time: 2022.56 ms
[2020-12-19 06:20:35	                main:581]	:	INFO	:	Epoch 1665 | loss: 0.0311186 | val_loss: 0.0311993 | Time: 2008.98 ms
[2020-12-19 06:20:37	                main:581]	:	INFO	:	Epoch 1666 | loss: 0.0311256 | val_loss: 0.031204 | Time: 2015.79 ms
[2020-12-19 06:20:39	                main:581]	:	INFO	:	Epoch 1667 | loss: 0.0311248 | val_loss: 0.0312092 | Time: 2007.61 ms
[2020-12-19 06:20:41	                main:581]	:	INFO	:	Epoch 1668 | loss: 0.0311213 | val_loss: 0.0312144 | Time: 2014.98 ms
[2020-12-19 06:20:43	                main:581]	:	INFO	:	Epoch 1669 | loss: 0.0311185 | val_loss: 0.0312056 | Time: 2014.81 ms
[2020-12-19 06:20:45	                main:581]	:	INFO	:	Epoch 1670 | loss: 0.0311152 | val_loss: 0.0312155 | Time: 2024.08 ms
[2020-12-19 06:20:47	                main:581]	:	INFO	:	Epoch 1671 | loss: 0.0311156 | val_loss: 0.0312152 | Time: 2019.84 ms
[2020-12-19 06:20:49	                main:581]	:	INFO	:	Epoch 1672 | loss: 0.031121 | val_loss: 0.0312057 | Time: 2015.53 ms
[2020-12-19 06:20:51	                main:581]	:	INFO	:	Epoch 1673 | loss: 0.0311199 | val_loss: 0.0312074 | Time: 2010.72 ms
[2020-12-19 06:20:53	                main:581]	:	INFO	:	Epoch 1674 | loss: 0.0311196 | val_loss: 0.0312067 | Time: 2017.79 ms
[2020-12-19 06:20:55	                main:581]	:	INFO	:	Epoch 1675 | loss: 0.0311216 | val_loss: 0.0311982 | Time: 2018.64 ms
[2020-12-19 06:20:57	                main:581]	:	INFO	:	Epoch 1676 | loss: 0.0311194 | val_loss: 0.0312053 | Time: 2009.51 ms
[2020-12-19 06:20:59	                main:581]	:	INFO	:	Epoch 1677 | loss: 0.0311191 | val_loss: 0.0312091 | Time: 2015.23 ms
[2020-12-19 06:21:01	                main:581]	:	INFO	:	Epoch 1678 | loss: 0.0311283 | val_loss: 0.0312059 | Time: 2000.59 ms
[2020-12-19 06:21:03	                main:581]	:	INFO	:	Epoch 1679 | loss: 0.0311249 | val_loss: 0.0311986 | Time: 2014.89 ms
[2020-12-19 06:21:05	                main:581]	:	INFO	:	Epoch 1680 | loss: 0.0311233 | val_loss: 0.0312111 | Time: 2021.46 ms
[2020-12-19 06:21:07	                main:581]	:	INFO	:	Epoch 1681 | loss: 0.0311196 | val_loss: 0.0312205 | Time: 2020.94 ms
[2020-12-19 06:21:09	                main:581]	:	INFO	:	Epoch 1682 | loss: 0.031127 | val_loss: 0.0311996 | Time: 2019.7 ms
[2020-12-19 06:21:11	                main:581]	:	INFO	:	Epoch 1683 | loss: 0.031125 | val_loss: 0.0312021 | Time: 2017.93 ms
[2020-12-19 06:21:13	                main:581]	:	INFO	:	Epoch 1684 | loss: 0.0311229 | val_loss: 0.0311997 | Time: 2016.62 ms
[2020-12-19 06:21:15	                main:581]	:	INFO	:	Epoch 1685 | loss: 0.0311184 | val_loss: 0.0312173 | Time: 2020.99 ms
[2020-12-19 06:21:17	                main:581]	:	INFO	:	Epoch 1686 | loss: 0.0311194 | val_loss: 0.0312197 | Time: 2015.23 ms
[2020-12-19 06:21:19	                main:581]	:	INFO	:	Epoch 1687 | loss: 0.0311156 | val_loss: 0.0312026 | Time: 2016.95 ms
[2020-12-19 06:21:21	                main:581]	:	INFO	:	Epoch 1688 | loss: 0.0311196 | val_loss: 0.0312063 | Time: 2014.98 ms
[2020-12-19 06:21:23	                main:581]	:	INFO	:	Epoch 1689 | loss: 0.0311233 | val_loss: 0.0312138 | Time: 2016.17 ms
[2020-12-19 06:21:26	                main:581]	:	INFO	:	Epoch 1690 | loss: 0.0311229 | val_loss: 0.0312052 | Time: 2008.68 ms
[2020-12-19 06:21:28	                main:581]	:	INFO	:	Epoch 1691 | loss: 0.0311179 | val_loss: 0.0312135 | Time: 2015.82 ms
[2020-12-19 06:21:30	                main:581]	:	INFO	:	Epoch 1692 | loss: 0.0311177 | val_loss: 0.0312031 | Time: 2022.49 ms
[2020-12-19 06:21:32	                main:581]	:	INFO	:	Epoch 1693 | loss: 0.0311178 | val_loss: 0.0312285 | Time: 2009.74 ms
[2020-12-19 06:21:34	                main:581]	:	INFO	:	Epoch 1694 | loss: 0.0311229 | val_loss: 0.031214 | Time: 2013.86 ms
[2020-12-19 06:21:36	                main:581]	:	INFO	:	Epoch 1695 | loss: 0.0311149 | val_loss: 0.0312133 | Time: 2014.08 ms
[2020-12-19 06:21:38	                main:581]	:	INFO	:	Epoch 1696 | loss: 0.0311171 | val_loss: 0.0312144 | Time: 2008.03 ms
[2020-12-19 06:21:40	                main:581]	:	INFO	:	Epoch 1697 | loss: 0.0311162 | val_loss: 0.031223 | Time: 2009.32 ms
[2020-12-19 06:21:42	                main:581]	:	INFO	:	Epoch 1698 | loss: 0.0311206 | val_loss: 0.0312026 | Time: 2014.76 ms
[2020-12-19 06:21:44	                main:581]	:	INFO	:	Epoch 1699 | loss: 0.0311174 | val_loss: 0.0312101 | Time: 2004.25 ms
[2020-12-19 06:21:46	                main:581]	:	INFO	:	Epoch 1700 | loss: 0.0311184 | val_loss: 0.0312136 | Time: 2014.24 ms
[2020-12-19 06:21:48	                main:581]	:	INFO	:	Epoch 1701 | loss: 0.0311153 | val_loss: 0.0312093 | Time: 2023.21 ms
[2020-12-19 06:21:50	                main:581]	:	INFO	:	Epoch 1702 | loss: 0.0311238 | val_loss: 0.0312046 | Time: 2017.03 ms
[2020-12-19 06:21:52	                main:581]	:	INFO	:	Epoch 1703 | loss: 0.0311194 | val_loss: 0.0312096 | Time: 2014.06 ms
[2020-12-19 06:21:54	                main:581]	:	INFO	:	Epoch 1704 | loss: 0.0311213 | val_loss: 0.0312101 | Time: 2012.72 ms
[2020-12-19 06:21:56	                main:581]	:	INFO	:	Epoch 1705 | loss: 0.031126 | val_loss: 0.0312089 | Time: 2025.56 ms
[2020-12-19 06:21:58	                main:581]	:	INFO	:	Epoch 1706 | loss: 0.0311263 | val_loss: 0.0312158 | Time: 2018.26 ms
[2020-12-19 06:22:00	                main:581]	:	INFO	:	Epoch 1707 | loss: 0.0311251 | val_loss: 0.0312271 | Time: 2014.5 ms
[2020-12-19 06:22:02	                main:581]	:	INFO	:	Epoch 1708 | loss: 0.031119 | val_loss: 0.0312122 | Time: 2012.49 ms
[2020-12-19 06:22:04	                main:581]	:	INFO	:	Epoch 1709 | loss: 0.0311178 | val_loss: 0.0312054 | Time: 2007.65 ms
[2020-12-19 06:22:06	                main:581]	:	INFO	:	Epoch 1710 | loss: 0.0311168 | val_loss: 0.031216 | Time: 2022.56 ms
[2020-12-19 06:22:08	                main:581]	:	INFO	:	Epoch 1711 | loss: 0.0311155 | val_loss: 0.0312093 | Time: 2017.26 ms
[2020-12-19 06:22:10	                main:581]	:	INFO	:	Epoch 1712 | loss: 0.0311137 | val_loss: 0.0312242 | Time: 2006.47 ms
[2020-12-19 06:22:12	                main:581]	:	INFO	:	Epoch 1713 | loss: 0.0311134 | val_loss: 0.0312125 | Time: 2023.07 ms
[2020-12-19 06:22:14	                main:581]	:	INFO	:	Epoch 1714 | loss: 0.0311391 | val_loss: 0.0312107 | Time: 2006.18 ms
[2020-12-19 06:22:16	                main:581]	:	INFO	:	Epoch 1715 | loss: 0.031129 | val_loss: 0.0312073 | Time: 2015.9 ms
[2020-12-19 06:22:18	                main:581]	:	INFO	:	Epoch 1716 | loss: 0.03112 | val_loss: 0.0312077 | Time: 2014.27 ms
[2020-12-19 06:22:20	                main:581]	:	INFO	:	Epoch 1717 | loss: 0.0311232 | val_loss: 0.0312114 | Time: 2012.77 ms
[2020-12-19 06:22:22	                main:581]	:	INFO	:	Epoch 1718 | loss: 0.0311235 | val_loss: 0.0312137 | Time: 2016.67 ms
[2020-12-19 06:22:24	                main:581]	:	INFO	:	Epoch 1719 | loss: 0.0311179 | val_loss: 0.0312229 | Time: 2014.54 ms
[2020-12-19 06:22:26	                main:581]	:	INFO	:	Epoch 1720 | loss: 0.0311214 | val_loss: 0.0312108 | Time: 2014.4 ms
[2020-12-19 06:22:28	                main:581]	:	INFO	:	Epoch 1721 | loss: 0.0311213 | val_loss: 0.0312126 | Time: 2017.09 ms
[2020-12-19 06:22:30	                main:581]	:	INFO	:	Epoch 1722 | loss: 0.031117 | val_loss: 0.0312115 | Time: 2018.52 ms
[2020-12-19 06:22:32	                main:581]	:	INFO	:	Epoch 1723 | loss: 0.0311247 | val_loss: 0.031219 | Time: 2013.71 ms
[2020-12-19 06:22:34	                main:581]	:	INFO	:	Epoch 1724 | loss: 0.0311195 | val_loss: 0.0312127 | Time: 2013.11 ms
[2020-12-19 06:22:36	                main:581]	:	INFO	:	Epoch 1725 | loss: 0.0311391 | val_loss: 0.0312057 | Time: 2007.89 ms
[2020-12-19 06:22:38	                main:581]	:	INFO	:	Epoch 1726 | loss: 0.0311339 | val_loss: 0.0311995 | Time: 2016.72 ms
[2020-12-19 06:22:40	                main:581]	:	INFO	:	Epoch 1727 | loss: 0.0311233 | val_loss: 0.0312128 | Time: 2007.68 ms
[2020-12-19 06:22:42	                main:581]	:	INFO	:	Epoch 1728 | loss: 0.0311183 | val_loss: 0.0312149 | Time: 2015.04 ms
[2020-12-19 06:22:44	                main:581]	:	INFO	:	Epoch 1729 | loss: 0.031118 | val_loss: 0.0312155 | Time: 2024.42 ms
[2020-12-19 06:22:46	                main:581]	:	INFO	:	Epoch 1730 | loss: 0.0311159 | val_loss: 0.0312107 | Time: 2013.31 ms
[2020-12-19 06:22:48	                main:581]	:	INFO	:	Epoch 1731 | loss: 0.0311141 | val_loss: 0.0312143 | Time: 2024.26 ms
[2020-12-19 06:22:50	                main:581]	:	INFO	:	Epoch 1732 | loss: 0.0311166 | val_loss: 0.0312089 | Time: 2014.3 ms
[2020-12-19 06:22:52	                main:581]	:	INFO	:	Epoch 1733 | loss: 0.0311208 | val_loss: 0.0312044 | Time: 2014.81 ms
[2020-12-19 06:22:54	                main:581]	:	INFO	:	Epoch 1734 | loss: 0.0311231 | val_loss: 0.0312344 | Time: 2014.7 ms
[2020-12-19 06:22:56	                main:581]	:	INFO	:	Epoch 1735 | loss: 0.0311176 | val_loss: 0.0312241 | Time: 2007.29 ms
[2020-12-19 06:22:58	                main:581]	:	INFO	:	Epoch 1736 | loss: 0.0311154 | val_loss: 0.031202 | Time: 2021.64 ms
[2020-12-19 06:23:00	                main:581]	:	INFO	:	Epoch 1737 | loss: 0.0311135 | val_loss: 0.0312103 | Time: 2017.87 ms
[2020-12-19 06:23:02	                main:581]	:	INFO	:	Epoch 1738 | loss: 0.0311144 | val_loss: 0.0312222 | Time: 2012.75 ms
[2020-12-19 06:23:04	                main:581]	:	INFO	:	Epoch 1739 | loss: 0.0311113 | val_loss: 0.0312147 | Time: 2014.34 ms
[2020-12-19 06:23:06	                main:581]	:	INFO	:	Epoch 1740 | loss: 0.0311105 | val_loss: 0.0312228 | Time: 2012.21 ms
[2020-12-19 06:23:08	                main:581]	:	INFO	:	Epoch 1741 | loss: 0.0311113 | val_loss: 0.0312043 | Time: 2014.44 ms
[2020-12-19 06:23:10	                main:581]	:	INFO	:	Epoch 1742 | loss: 0.0311179 | val_loss: 0.0312095 | Time: 2010.37 ms
[2020-12-19 06:23:12	                main:581]	:	INFO	:	Epoch 1743 | loss: 0.0311393 | val_loss: 0.0312063 | Time: 2022.69 ms
[2020-12-19 06:23:14	                main:581]	:	INFO	:	Epoch 1744 | loss: 0.0311339 | val_loss: 0.0312032 | Time: 2012.03 ms
[2020-12-19 06:23:16	                main:581]	:	INFO	:	Epoch 1745 | loss: 0.0311289 | val_loss: 0.0312156 | Time: 2014.47 ms
[2020-12-19 06:23:18	                main:581]	:	INFO	:	Epoch 1746 | loss: 0.0311183 | val_loss: 0.0312014 | Time: 2015.79 ms
[2020-12-19 06:23:20	                main:581]	:	INFO	:	Epoch 1747 | loss: 0.0311165 | val_loss: 0.0312171 | Time: 2013.16 ms
[2020-12-19 06:23:22	                main:581]	:	INFO	:	Epoch 1748 | loss: 0.0311125 | val_loss: 0.0312249 | Time: 2013.96 ms
[2020-12-19 06:23:24	                main:581]	:	INFO	:	Epoch 1749 | loss: 0.0311144 | val_loss: 0.031207 | Time: 2016.96 ms
[2020-12-19 06:23:26	                main:581]	:	INFO	:	Epoch 1750 | loss: 0.0311105 | val_loss: 0.031218 | Time: 2018.21 ms
[2020-12-19 06:23:28	                main:581]	:	INFO	:	Epoch 1751 | loss: 0.0311226 | val_loss: 0.0312058 | Time: 2019.25 ms
[2020-12-19 06:23:30	                main:581]	:	INFO	:	Epoch 1752 | loss: 0.031118 | val_loss: 0.0312137 | Time: 2015.52 ms
[2020-12-19 06:23:32	                main:581]	:	INFO	:	Epoch 1753 | loss: 0.0311125 | val_loss: 0.0312167 | Time: 2021.03 ms
[2020-12-19 06:23:34	                main:581]	:	INFO	:	Epoch 1754 | loss: 0.031112 | val_loss: 0.0312386 | Time: 2024.09 ms
[2020-12-19 06:23:37	                main:581]	:	INFO	:	Epoch 1755 | loss: 0.0311123 | val_loss: 0.0312165 | Time: 2009.78 ms
[2020-12-19 06:23:39	                main:581]	:	INFO	:	Epoch 1756 | loss: 0.0311097 | val_loss: 0.0312161 | Time: 2016.66 ms
[2020-12-19 06:23:41	                main:581]	:	INFO	:	Epoch 1757 | loss: 0.0311145 | val_loss: 0.0312201 | Time: 2014.18 ms
[2020-12-19 06:23:43	                main:581]	:	INFO	:	Epoch 1758 | loss: 0.0311173 | val_loss: 0.0312264 | Time: 2014.67 ms
[2020-12-19 06:23:45	                main:581]	:	INFO	:	Epoch 1759 | loss: 0.0311119 | val_loss: 0.0312132 | Time: 2018.51 ms
[2020-12-19 06:23:47	                main:581]	:	INFO	:	Epoch 1760 | loss: 0.0311096 | val_loss: 0.0312179 | Time: 2012.1 ms
[2020-12-19 06:23:49	                main:581]	:	INFO	:	Epoch 1761 | loss: 0.0311107 | val_loss: 0.0312246 | Time: 2013.13 ms
[2020-12-19 06:23:51	                main:581]	:	INFO	:	Epoch 1762 | loss: 0.0311063 | val_loss: 0.031209 | Time: 2020.98 ms
[2020-12-19 06:23:53	                main:581]	:	INFO	:	Epoch 1763 | loss: 0.0311128 | val_loss: 0.0312176 | Time: 2008.87 ms
[2020-12-19 06:23:55	                main:581]	:	INFO	:	Epoch 1764 | loss: 0.0311129 | val_loss: 0.0312072 | Time: 2014.39 ms
[2020-12-19 06:23:57	                main:581]	:	INFO	:	Epoch 1765 | loss: 0.0311094 | val_loss: 0.0312166 | Time: 2016.1 ms
[2020-12-19 06:23:59	                main:581]	:	INFO	:	Epoch 1766 | loss: 0.0311142 | val_loss: 0.0312083 | Time: 2008.85 ms
[2020-12-19 06:24:01	                main:581]	:	INFO	:	Epoch 1767 | loss: 0.0311145 | val_loss: 0.0312228 | Time: 2022.67 ms
[2020-12-19 06:24:03	                main:581]	:	INFO	:	Epoch 1768 | loss: 0.0311139 | val_loss: 0.0312078 | Time: 2019.17 ms
[2020-12-19 06:24:05	                main:581]	:	INFO	:	Epoch 1769 | loss: 0.0311154 | val_loss: 0.0312248 | Time: 2006.84 ms
[2020-12-19 06:24:07	                main:581]	:	INFO	:	Epoch 1770 | loss: 0.0311109 | val_loss: 0.0312228 | Time: 2015.27 ms
[2020-12-19 06:24:09	                main:581]	:	INFO	:	Epoch 1771 | loss: 0.0311189 | val_loss: 0.0312153 | Time: 2016.21 ms
[2020-12-19 06:24:11	                main:581]	:	INFO	:	Epoch 1772 | loss: 0.031113 | val_loss: 0.0312046 | Time: 2008.85 ms
[2020-12-19 06:24:13	                main:581]	:	INFO	:	Epoch 1773 | loss: 0.0311138 | val_loss: 0.0312134 | Time: 2011.25 ms
[2020-12-19 06:24:15	                main:581]	:	INFO	:	Epoch 1774 | loss: 0.0311089 | val_loss: 0.0312156 | Time: 2025.9 ms
[2020-12-19 06:24:17	                main:581]	:	INFO	:	Epoch 1775 | loss: 0.0311079 | val_loss: 0.0312177 | Time: 2016.92 ms
[2020-12-19 06:24:19	                main:581]	:	INFO	:	Epoch 1776 | loss: 0.031112 | val_loss: 0.0312103 | Time: 2007.12 ms
[2020-12-19 06:24:21	                main:581]	:	INFO	:	Epoch 1777 | loss: 0.0311115 | val_loss: 0.0312018 | Time: 2015.73 ms
[2020-12-19 06:24:23	                main:581]	:	INFO	:	Epoch 1778 | loss: 0.0311147 | val_loss: 0.0312145 | Time: 2016.34 ms
[2020-12-19 06:24:25	                main:581]	:	INFO	:	Epoch 1779 | loss: 0.0311114 | val_loss: 0.0312074 | Time: 2008.12 ms
[2020-12-19 06:24:27	                main:581]	:	INFO	:	Epoch 1780 | loss: 0.0311132 | val_loss: 0.0312186 | Time: 2024.16 ms
[2020-12-19 06:24:29	                main:581]	:	INFO	:	Epoch 1781 | loss: 0.031113 | val_loss: 0.0312157 | Time: 2015.24 ms
[2020-12-19 06:24:31	                main:581]	:	INFO	:	Epoch 1782 | loss: 0.0311145 | val_loss: 0.0312083 | Time: 2004.85 ms
[2020-12-19 06:24:33	                main:581]	:	INFO	:	Epoch 1783 | loss: 0.0311231 | val_loss: 0.031205 | Time: 2019.57 ms
[2020-12-19 06:24:35	                main:581]	:	INFO	:	Epoch 1784 | loss: 0.031117 | val_loss: 0.0312095 | Time: 2018.98 ms
[2020-12-19 06:24:37	                main:581]	:	INFO	:	Epoch 1785 | loss: 0.0311117 | val_loss: 0.0312177 | Time: 2021.04 ms
[2020-12-19 06:24:39	                main:581]	:	INFO	:	Epoch 1786 | loss: 0.0311136 | val_loss: 0.0312231 | Time: 2022.93 ms
[2020-12-19 06:24:41	                main:581]	:	INFO	:	Epoch 1787 | loss: 0.0311127 | val_loss: 0.0312151 | Time: 2016.18 ms
[2020-12-19 06:24:43	                main:581]	:	INFO	:	Epoch 1788 | loss: 0.0311124 | val_loss: 0.0312023 | Time: 2019.97 ms
[2020-12-19 06:24:45	                main:581]	:	INFO	:	Epoch 1789 | loss: 0.0311104 | val_loss: 0.0312063 | Time: 2013.77 ms
[2020-12-19 06:24:47	                main:581]	:	INFO	:	Epoch 1790 | loss: 0.0311441 | val_loss: 0.031198 | Time: 2027.64 ms
[2020-12-19 06:24:49	                main:581]	:	INFO	:	Epoch 1791 | loss: 0.0311565 | val_loss: 0.0311931 | Time: 2018.77 ms
[2020-12-19 06:24:51	                main:581]	:	INFO	:	Epoch 1792 | loss: 0.0311454 | val_loss: 0.0311931 | Time: 2017.36 ms
[2020-12-19 06:24:53	                main:581]	:	INFO	:	Epoch 1793 | loss: 0.0311386 | val_loss: 0.0312003 | Time: 2024.3 ms
[2020-12-19 06:24:55	                main:581]	:	INFO	:	Epoch 1794 | loss: 0.0311322 | val_loss: 0.0312048 | Time: 2010.65 ms
[2020-12-19 06:24:57	                main:581]	:	INFO	:	Epoch 1795 | loss: 0.031125 | val_loss: 0.0312143 | Time: 2012.18 ms
[2020-12-19 06:24:59	                main:581]	:	INFO	:	Epoch 1796 | loss: 0.031123 | val_loss: 0.0312184 | Time: 2024.34 ms
[2020-12-19 06:25:01	                main:581]	:	INFO	:	Epoch 1797 | loss: 0.0311181 | val_loss: 0.0312088 | Time: 2016.4 ms
[2020-12-19 06:25:03	                main:581]	:	INFO	:	Epoch 1798 | loss: 0.0311171 | val_loss: 0.0312177 | Time: 2018.48 ms
[2020-12-19 06:25:05	                main:581]	:	INFO	:	Epoch 1799 | loss: 0.0311194 | val_loss: 0.031212 | Time: 2010.39 ms
[2020-12-19 06:25:07	                main:581]	:	INFO	:	Epoch 1800 | loss: 0.0311185 | val_loss: 0.0312093 | Time: 2016.43 ms
[2020-12-19 06:25:09	                main:581]	:	INFO	:	Epoch 1801 | loss: 0.0311157 | val_loss: 0.0312243 | Time: 2018.07 ms
[2020-12-19 06:25:11	                main:581]	:	INFO	:	Epoch 1802 | loss: 0.0311174 | val_loss: 0.0312289 | Time: 2018.59 ms
[2020-12-19 06:25:13	                main:581]	:	INFO	:	Epoch 1803 | loss: 0.0311152 | val_loss: 0.031213 | Time: 2018.95 ms
[2020-12-19 06:25:15	                main:581]	:	INFO	:	Epoch 1804 | loss: 0.0311129 | val_loss: 0.0312109 | Time: 2018.74 ms
[2020-12-19 06:25:17	                main:581]	:	INFO	:	Epoch 1805 | loss: 0.0311097 | val_loss: 0.0312126 | Time: 2018.07 ms
[2020-12-19 06:25:19	                main:581]	:	INFO	:	Epoch 1806 | loss: 0.0311096 | val_loss: 0.0312158 | Time: 2013.94 ms
[2020-12-19 06:25:21	                main:581]	:	INFO	:	Epoch 1807 | loss: 0.0311717 | val_loss: 0.0312635 | Time: 2019.9 ms
[2020-12-19 06:25:23	                main:581]	:	INFO	:	Epoch 1808 | loss: nan | val_loss: nan | Time: 2014.76 ms
[2020-12-19 06:25:25	                main:581]	:	INFO	:	Epoch 1809 | loss: nan | val_loss: nan | Time: 2015.31 ms
[2020-12-19 06:25:27	                main:581]	:	INFO	:	Epoch 1810 | loss: nan | val_loss: nan | Time: 2018.78 ms
[2020-12-19 06:25:29	                main:581]	:	INFO	:	Epoch 1811 | loss: nan | val_loss: nan | Time: 2019.75 ms
[2020-12-19 06:25:31	                main:581]	:	INFO	:	Epoch 1812 | loss: nan | val_loss: nan | Time: 2009.54 ms
[2020-12-19 06:25:33	                main:581]	:	INFO	:	Epoch 1813 | loss: nan | val_loss: nan | Time: 2016.07 ms
[2020-12-19 06:25:35	                main:581]	:	INFO	:	Epoch 1814 | loss: nan | val_loss: nan | Time: 2015.07 ms
[2020-12-19 06:25:37	                main:581]	:	INFO	:	Epoch 1815 | loss: nan | val_loss: nan | Time: 2007.69 ms
[2020-12-19 06:25:39	                main:581]	:	INFO	:	Epoch 1816 | loss: nan | val_loss: nan | Time: 2014.81 ms
[2020-12-19 06:25:42	                main:581]	:	INFO	:	Epoch 1817 | loss: nan | val_loss: nan | Time: 2011.83 ms
[2020-12-19 06:25:44	                main:581]	:	INFO	:	Epoch 1818 | loss: nan | val_loss: nan | Time: 2015.7 ms
[2020-12-19 06:25:46	                main:581]	:	INFO	:	Epoch 1819 | loss: nan | val_loss: nan | Time: 2014.35 ms
[2020-12-19 06:25:48	                main:581]	:	INFO	:	Epoch 1820 | loss: nan | val_loss: nan | Time: 2015.99 ms
[2020-12-19 06:25:50	                main:581]	:	INFO	:	Epoch 1821 | loss: nan | val_loss: nan | Time: 2007.75 ms
[2020-12-19 06:25:52	                main:581]	:	INFO	:	Epoch 1822 | loss: nan | val_loss: nan | Time: 2013.75 ms
[2020-12-19 06:25:54	                main:581]	:	INFO	:	Epoch 1823 | loss: nan | val_loss: nan | Time: 2015.71 ms
[2020-12-19 06:25:56	                main:581]	:	INFO	:	Epoch 1824 | loss: nan | val_loss: nan | Time: 2014.06 ms
[2020-12-19 06:25:58	                main:581]	:	INFO	:	Epoch 1825 | loss: nan | val_loss: nan | Time: 2012.02 ms
[2020-12-19 06:26:00	                main:581]	:	INFO	:	Epoch 1826 | loss: nan | val_loss: nan | Time: 2007.76 ms
[2020-12-19 06:26:02	                main:581]	:	INFO	:	Epoch 1827 | loss: nan | val_loss: nan | Time: 2012.76 ms
[2020-12-19 06:26:04	                main:581]	:	INFO	:	Epoch 1828 | loss: nan | val_loss: nan | Time: 2012.94 ms
[2020-12-19 06:26:06	                main:581]	:	INFO	:	Epoch 1829 | loss: nan | val_loss: nan | Time: 2012.4 ms
[2020-12-19 06:26:08	                main:581]	:	INFO	:	Epoch 1830 | loss: nan | val_loss: nan | Time: 2008.11 ms
[2020-12-19 06:26:10	                main:581]	:	INFO	:	Epoch 1831 | loss: nan | val_loss: nan | Time: 2021.4 ms
[2020-12-19 06:26:12	                main:581]	:	INFO	:	Epoch 1832 | loss: nan | val_loss: nan | Time: 2016.61 ms
[2020-12-19 06:26:14	                main:581]	:	INFO	:	Epoch 1833 | loss: nan | val_loss: nan | Time: 2012.93 ms
[2020-12-19 06:26:16	                main:581]	:	INFO	:	Epoch 1834 | loss: nan | val_loss: nan | Time: 2001.78 ms
[2020-12-19 06:26:18	                main:581]	:	INFO	:	Epoch 1835 | loss: nan | val_loss: nan | Time: 2015.86 ms
[2020-12-19 06:26:20	                main:581]	:	INFO	:	Epoch 1836 | loss: nan | val_loss: nan | Time: 2016.07 ms
[2020-12-19 06:26:22	                main:581]	:	INFO	:	Epoch 1837 | loss: nan | val_loss: nan | Time: 2017.63 ms
[2020-12-19 06:26:24	                main:581]	:	INFO	:	Epoch 1838 | loss: nan | val_loss: nan | Time: 2007.69 ms
[2020-12-19 06:26:26	                main:581]	:	INFO	:	Epoch 1839 | loss: nan | val_loss: nan | Time: 2016.19 ms
[2020-12-19 06:26:28	                main:581]	:	INFO	:	Epoch 1840 | loss: nan | val_loss: nan | Time: 2018.06 ms
[2020-12-19 06:26:30	                main:581]	:	INFO	:	Epoch 1841 | loss: nan | val_loss: nan | Time: 2016.91 ms
[2020-12-19 06:26:32	                main:581]	:	INFO	:	Epoch 1842 | loss: nan | val_loss: nan | Time: 2018.33 ms
[2020-12-19 06:26:34	                main:581]	:	INFO	:	Epoch 1843 | loss: nan | val_loss: nan | Time: 2012.95 ms
[2020-12-19 06:26:36	                main:581]	:	INFO	:	Epoch 1844 | loss: nan | val_loss: nan | Time: 2017.47 ms
[2020-12-19 06:26:38	                main:581]	:	INFO	:	Epoch 1845 | loss: nan | val_loss: nan | Time: 2016.8 ms
[2020-12-19 06:26:40	                main:581]	:	INFO	:	Epoch 1846 | loss: nan | val_loss: nan | Time: 2002.36 ms
[2020-12-19 06:26:42	                main:581]	:	INFO	:	Epoch 1847 | loss: nan | val_loss: nan | Time: 2016.54 ms
[2020-12-19 06:26:44	                main:581]	:	INFO	:	Epoch 1848 | loss: nan | val_loss: nan | Time: 2017.75 ms
[2020-12-19 06:26:46	                main:581]	:	INFO	:	Epoch 1849 | loss: nan | val_loss: nan | Time: 2012.07 ms
[2020-12-19 06:26:48	                main:581]	:	INFO	:	Epoch 1850 | loss: nan | val_loss: nan | Time: 2015.62 ms
[2020-12-19 06:26:50	                main:581]	:	INFO	:	Epoch 1851 | loss: nan | val_loss: nan | Time: 2011.11 ms
[2020-12-19 06:26:52	                main:581]	:	INFO	:	Epoch 1852 | loss: nan | val_loss: nan | Time: 2016.78 ms
[2020-12-19 06:26:54	                main:581]	:	INFO	:	Epoch 1853 | loss: nan | val_loss: nan | Time: 2015.18 ms
[2020-12-19 06:26:56	                main:581]	:	INFO	:	Epoch 1854 | loss: nan | val_loss: nan | Time: 2012.99 ms
[2020-12-19 06:26:58	                main:581]	:	INFO	:	Epoch 1855 | loss: nan | val_loss: nan | Time: 2014.33 ms
[2020-12-19 06:27:00	                main:581]	:	INFO	:	Epoch 1856 | loss: nan | val_loss: nan | Time: 2020.96 ms
[2020-12-19 06:27:02	                main:581]	:	INFO	:	Epoch 1857 | loss: nan | val_loss: nan | Time: 2005.76 ms
[2020-12-19 06:27:04	                main:581]	:	INFO	:	Epoch 1858 | loss: nan | val_loss: nan | Time: 2018.46 ms
[2020-12-19 06:27:06	                main:581]	:	INFO	:	Epoch 1859 | loss: nan | val_loss: nan | Time: 2017.77 ms
[2020-12-19 06:27:08	                main:581]	:	INFO	:	Epoch 1860 | loss: nan | val_loss: nan | Time: 2016.52 ms
[2020-12-19 06:27:10	                main:581]	:	INFO	:	Epoch 1861 | loss: nan | val_loss: nan | Time: 2017.27 ms
[2020-12-19 06:27:12	                main:581]	:	INFO	:	Epoch 1862 | loss: nan | val_loss: nan | Time: 2016.56 ms
[2020-12-19 06:27:14	                main:581]	:	INFO	:	Epoch 1863 | loss: nan | val_loss: nan | Time: 2008.35 ms
[2020-12-19 06:27:16	                main:581]	:	INFO	:	Epoch 1864 | loss: nan | val_loss: nan | Time: 2022.37 ms
[2020-12-19 06:27:18	                main:581]	:	INFO	:	Epoch 1865 | loss: nan | val_loss: nan | Time: 2020.87 ms
[2020-12-19 06:27:20	                main:581]	:	INFO	:	Epoch 1866 | loss: nan | val_loss: nan | Time: 2022.94 ms
[2020-12-19 06:27:22	                main:581]	:	INFO	:	Epoch 1867 | loss: nan | val_loss: nan | Time: 2018.1 ms
[2020-12-19 06:27:24	                main:581]	:	INFO	:	Epoch 1868 | loss: nan | val_loss: nan | Time: 2015.38 ms
[2020-12-19 06:27:26	                main:581]	:	INFO	:	Epoch 1869 | loss: nan | val_loss: nan | Time: 2026 ms
[2020-12-19 06:27:28	                main:581]	:	INFO	:	Epoch 1870 | loss: nan | val_loss: nan | Time: 2008.37 ms
[2020-12-19 06:27:30	                main:581]	:	INFO	:	Epoch 1871 | loss: nan | val_loss: nan | Time: 2026.76 ms
[2020-12-19 06:27:32	                main:581]	:	INFO	:	Epoch 1872 | loss: nan | val_loss: nan | Time: 2005.5 ms
[2020-12-19 06:27:34	                main:581]	:	INFO	:	Epoch 1873 | loss: nan | val_loss: nan | Time: 2023.68 ms
[2020-12-19 06:27:36	                main:581]	:	INFO	:	Epoch 1874 | loss: nan | val_loss: nan | Time: 2017.15 ms
[2020-12-19 06:27:38	                main:581]	:	INFO	:	Epoch 1875 | loss: nan | val_loss: nan | Time: 2005.72 ms
[2020-12-19 06:27:40	                main:581]	:	INFO	:	Epoch 1876 | loss: nan | val_loss: nan | Time: 2008.37 ms
[2020-12-19 06:27:42	                main:581]	:	INFO	:	Epoch 1877 | loss: nan | val_loss: nan | Time: 2015.53 ms
[2020-12-19 06:27:44	                main:581]	:	INFO	:	Epoch 1878 | loss: nan | val_loss: nan | Time: 2011.93 ms
[2020-12-19 06:27:46	                main:581]	:	INFO	:	Epoch 1879 | loss: nan | val_loss: nan | Time: 2012.25 ms
[2020-12-19 06:27:48	                main:581]	:	INFO	:	Epoch 1880 | loss: nan | val_loss: nan | Time: 2007.38 ms
[2020-12-19 06:27:50	                main:581]	:	INFO	:	Epoch 1881 | loss: nan | val_loss: nan | Time: 2024.16 ms
[2020-12-19 06:27:52	                main:581]	:	INFO	:	Epoch 1882 | loss: nan | val_loss: nan | Time: 2019.61 ms
[2020-12-19 06:27:55	                main:581]	:	INFO	:	Epoch 1883 | loss: nan | val_loss: nan | Time: 2016.66 ms
[2020-12-19 06:27:57	                main:581]	:	INFO	:	Epoch 1884 | loss: nan | val_loss: nan | Time: 2023.85 ms
[2020-12-19 06:27:59	                main:581]	:	INFO	:	Epoch 1885 | loss: nan | val_loss: nan | Time: 2016.59 ms
[2020-12-19 06:28:01	                main:581]	:	INFO	:	Epoch 1886 | loss: nan | val_loss: nan | Time: 2016.24 ms
[2020-12-19 06:28:03	                main:581]	:	INFO	:	Epoch 1887 | loss: nan | val_loss: nan | Time: 2019.65 ms
[2020-12-19 06:28:05	                main:581]	:	INFO	:	Epoch 1888 | loss: nan | val_loss: nan | Time: 2016.68 ms
[2020-12-19 06:28:07	                main:581]	:	INFO	:	Epoch 1889 | loss: nan | val_loss: nan | Time: 2016.99 ms
[2020-12-19 06:28:09	                main:581]	:	INFO	:	Epoch 1890 | loss: nan | val_loss: nan | Time: 2016.56 ms
[2020-12-19 06:28:11	                main:581]	:	INFO	:	Epoch 1891 | loss: nan | val_loss: nan | Time: 2008.24 ms
[2020-12-19 06:28:13	                main:581]	:	INFO	:	Epoch 1892 | loss: nan | val_loss: nan | Time: 2007.47 ms
[2020-12-19 06:28:15	                main:581]	:	INFO	:	Epoch 1893 | loss: nan | val_loss: nan | Time: 2007.34 ms
[2020-12-19 06:28:17	                main:581]	:	INFO	:	Epoch 1894 | loss: nan | val_loss: nan | Time: 2017.28 ms
[2020-12-19 06:28:19	                main:581]	:	INFO	:	Epoch 1895 | loss: nan | val_loss: nan | Time: 2021.23 ms
[2020-12-19 06:28:21	                main:581]	:	INFO	:	Epoch 1896 | loss: nan | val_loss: nan | Time: 2019.2 ms
[2020-12-19 06:28:23	                main:581]	:	INFO	:	Epoch 1897 | loss: nan | val_loss: nan | Time: 2026.08 ms
[2020-12-19 06:28:25	                main:581]	:	INFO	:	Epoch 1898 | loss: nan | val_loss: nan | Time: 2016.69 ms
[2020-12-19 06:28:27	                main:581]	:	INFO	:	Epoch 1899 | loss: nan | val_loss: nan | Time: 2007.68 ms
[2020-12-19 06:28:29	                main:581]	:	INFO	:	Epoch 1900 | loss: nan | val_loss: nan | Time: 2015.58 ms
[2020-12-19 06:28:31	                main:581]	:	INFO	:	Epoch 1901 | loss: nan | val_loss: nan | Time: 2014.93 ms
[2020-12-19 06:28:33	                main:581]	:	INFO	:	Epoch 1902 | loss: nan | val_loss: nan | Time: 2014.01 ms
[2020-12-19 06:28:35	                main:581]	:	INFO	:	Epoch 1903 | loss: nan | val_loss: nan | Time: 2016 ms
[2020-12-19 06:28:37	                main:581]	:	INFO	:	Epoch 1904 | loss: nan | val_loss: nan | Time: 2018.77 ms
[2020-12-19 06:28:39	                main:581]	:	INFO	:	Epoch 1905 | loss: nan | val_loss: nan | Time: 2016.04 ms
[2020-12-19 06:28:41	                main:581]	:	INFO	:	Epoch 1906 | loss: nan | val_loss: nan | Time: 2014.86 ms
[2020-12-19 06:28:43	                main:581]	:	INFO	:	Epoch 1907 | loss: nan | val_loss: nan | Time: 2018.06 ms
[2020-12-19 06:28:45	                main:581]	:	INFO	:	Epoch 1908 | loss: nan | val_loss: nan | Time: 2023.95 ms
[2020-12-19 06:28:47	                main:581]	:	INFO	:	Epoch 1909 | loss: nan | val_loss: nan | Time: 2017.44 ms
[2020-12-19 06:28:49	                main:581]	:	INFO	:	Epoch 1910 | loss: nan | val_loss: nan | Time: 2024.29 ms
[2020-12-19 06:28:51	                main:581]	:	INFO	:	Epoch 1911 | loss: nan | val_loss: nan | Time: 2021.57 ms
[2020-12-19 06:28:53	                main:581]	:	INFO	:	Epoch 1912 | loss: nan | val_loss: nan | Time: 2024.3 ms
[2020-12-19 06:28:55	                main:581]	:	INFO	:	Epoch 1913 | loss: nan | val_loss: nan | Time: 2025.56 ms
[2020-12-19 06:28:57	                main:581]	:	INFO	:	Epoch 1914 | loss: nan | val_loss: nan | Time: 2005.91 ms
[2020-12-19 06:28:59	                main:581]	:	INFO	:	Epoch 1915 | loss: nan | val_loss: nan | Time: 2026.52 ms
[2020-12-19 06:29:01	                main:581]	:	INFO	:	Epoch 1916 | loss: nan | val_loss: nan | Time: 2010.04 ms
[2020-12-19 06:29:03	                main:581]	:	INFO	:	Epoch 1917 | loss: nan | val_loss: nan | Time: 2023.78 ms
[2020-12-19 06:29:05	                main:581]	:	INFO	:	Epoch 1918 | loss: nan | val_loss: nan | Time: 2006.63 ms
[2020-12-19 06:29:07	                main:581]	:	INFO	:	Epoch 1919 | loss: nan | val_loss: nan | Time: 2023.41 ms
[2020-12-19 06:29:09	                main:581]	:	INFO	:	Epoch 1920 | loss: nan | val_loss: nan | Time: 2011.78 ms
[2020-12-19 06:29:11	                main:581]	:	INFO	:	Epoch 1921 | loss: nan | val_loss: nan | Time: 2015.6 ms
[2020-12-19 06:29:13	                main:581]	:	INFO	:	Epoch 1922 | loss: nan | val_loss: nan | Time: 2009.46 ms
[2020-12-19 06:29:15	                main:581]	:	INFO	:	Epoch 1923 | loss: nan | val_loss: nan | Time: 2024.19 ms
[2020-12-19 06:29:17	                main:581]	:	INFO	:	Epoch 1924 | loss: nan | val_loss: nan | Time: 2008.11 ms
[2020-12-19 06:29:19	                main:581]	:	INFO	:	Epoch 1925 | loss: nan | val_loss: nan | Time: 2014.32 ms
[2020-12-19 06:29:21	                main:581]	:	INFO	:	Epoch 1926 | loss: nan | val_loss: nan | Time: 2017.22 ms
[2020-12-19 06:29:23	                main:581]	:	INFO	:	Epoch 1927 | loss: nan | val_loss: nan | Time: 2018.03 ms
[2020-12-19 06:29:25	                main:581]	:	INFO	:	Epoch 1928 | loss: nan | val_loss: nan | Time: 2016.24 ms
[2020-12-19 06:29:27	                main:581]	:	INFO	:	Epoch 1929 | loss: nan | val_loss: nan | Time: 2015.3 ms
[2020-12-19 06:29:29	                main:581]	:	INFO	:	Epoch 1930 | loss: nan | val_loss: nan | Time: 2021.29 ms
[2020-12-19 06:29:31	                main:581]	:	INFO	:	Epoch 1931 | loss: nan | val_loss: nan | Time: 2018.55 ms
[2020-12-19 06:29:33	                main:581]	:	INFO	:	Epoch 1932 | loss: nan | val_loss: nan | Time: 2015.36 ms
[2020-12-19 06:29:35	                main:581]	:	INFO	:	Epoch 1933 | loss: nan | val_loss: nan | Time: 2008.42 ms
[2020-12-19 06:29:37	                main:581]	:	INFO	:	Epoch 1934 | loss: nan | val_loss: nan | Time: 2023.55 ms
[2020-12-19 06:29:39	                main:581]	:	INFO	:	Epoch 1935 | loss: nan | val_loss: nan | Time: 2017.19 ms
[2020-12-19 06:29:41	                main:581]	:	INFO	:	Epoch 1936 | loss: nan | val_loss: nan | Time: 2010.71 ms
[2020-12-19 06:29:43	                main:581]	:	INFO	:	Epoch 1937 | loss: nan | val_loss: nan | Time: 2014.14 ms
[2020-12-19 06:29:45	                main:581]	:	INFO	:	Epoch 1938 | loss: nan | val_loss: nan | Time: 2024.07 ms
[2020-12-19 06:29:47	                main:581]	:	INFO	:	Epoch 1939 | loss: nan | val_loss: nan | Time: 2020.89 ms
[2020-12-19 06:29:49	                main:581]	:	INFO	:	Epoch 1940 | loss: nan | val_loss: nan | Time: 2016.72 ms
[2020-12-19 06:29:51	                main:581]	:	INFO	:	Epoch 1941 | loss: nan | val_loss: nan | Time: 2018.05 ms
[2020-12-19 06:29:54	                main:581]	:	INFO	:	Epoch 1942 | loss: nan | val_loss: nan | Time: 2008.65 ms
[2020-12-19 06:29:56	                main:581]	:	INFO	:	Epoch 1943 | loss: nan | val_loss: nan | Time: 2017.45 ms
[2020-12-19 06:29:58	                main:581]	:	INFO	:	Epoch 1944 | loss: nan | val_loss: nan | Time: 2022.6 ms
[2020-12-19 06:30:00	                main:581]	:	INFO	:	Epoch 1945 | loss: nan | val_loss: nan | Time: 2006.85 ms
[2020-12-19 06:30:02	                main:581]	:	INFO	:	Epoch 1946 | loss: nan | val_loss: nan | Time: 2017.48 ms
[2020-12-19 06:30:04	                main:581]	:	INFO	:	Epoch 1947 | loss: nan | val_loss: nan | Time: 2011.29 ms
[2020-12-19 06:30:06	                main:581]	:	INFO	:	Epoch 1948 | loss: nan | val_loss: nan | Time: 2019.2 ms
[2020-12-19 06:30:08	                main:581]	:	INFO	:	Epoch 1949 | loss: nan | val_loss: nan | Time: 2013.43 ms
[2020-12-19 06:30:10	                main:581]	:	INFO	:	Epoch 1950 | loss: nan | val_loss: nan | Time: 2008.75 ms
[2020-12-19 06:30:12	                main:581]	:	INFO	:	Epoch 1951 | loss: nan | val_loss: nan | Time: 2019.35 ms
[2020-12-19 06:30:14	                main:581]	:	INFO	:	Epoch 1952 | loss: nan | val_loss: nan | Time: 2017.53 ms
[2020-12-19 06:30:16	                main:581]	:	INFO	:	Epoch 1953 | loss: nan | val_loss: nan | Time: 2017.76 ms
[2020-12-19 06:30:18	                main:581]	:	INFO	:	Epoch 1954 | loss: nan | val_loss: nan | Time: 2009.86 ms
[2020-12-19 06:30:20	                main:581]	:	INFO	:	Epoch 1955 | loss: nan | val_loss: nan | Time: 2016.89 ms
[2020-12-19 06:30:22	                main:581]	:	INFO	:	Epoch 1956 | loss: nan | val_loss: nan | Time: 2011.71 ms
[2020-12-19 06:30:24	                main:581]	:	INFO	:	Epoch 1957 | loss: nan | val_loss: nan | Time: 2007.62 ms
[2020-12-19 06:30:26	                main:581]	:	INFO	:	Epoch 1958 | loss: nan | val_loss: nan | Time: 2023.47 ms
[2020-12-19 06:30:28	                main:581]	:	INFO	:	Epoch 1959 | loss: nan | val_loss: nan | Time: 2017.01 ms
[2020-12-19 06:30:30	                main:581]	:	INFO	:	Epoch 1960 | loss: nan | val_loss: nan | Time: 2018.86 ms
[2020-12-19 06:30:32	                main:581]	:	INFO	:	Epoch 1961 | loss: nan | val_loss: nan | Time: 2025.09 ms
[2020-12-19 06:30:34	                main:581]	:	INFO	:	Epoch 1962 | loss: nan | val_loss: nan | Time: 2017.75 ms
[2020-12-19 06:30:36	                main:581]	:	INFO	:	Epoch 1963 | loss: nan | val_loss: nan | Time: 2013.23 ms
[2020-12-19 06:30:38	                main:581]	:	INFO	:	Epoch 1964 | loss: nan | val_loss: nan | Time: 2014.5 ms
[2020-12-19 06:30:40	                main:581]	:	INFO	:	Epoch 1965 | loss: nan | val_loss: nan | Time: 2016.12 ms
[2020-12-19 06:30:42	                main:581]	:	INFO	:	Epoch 1966 | loss: nan | val_loss: nan | Time: 2014.39 ms
[2020-12-19 06:30:44	                main:581]	:	INFO	:	Epoch 1967 | loss: nan | val_loss: nan | Time: 2016.33 ms
[2020-12-19 06:30:46	                main:581]	:	INFO	:	Epoch 1968 | loss: nan | val_loss: nan | Time: 2022.82 ms
[2020-12-19 06:30:48	                main:581]	:	INFO	:	Epoch 1969 | loss: nan | val_loss: nan | Time: 2022.4 ms
[2020-12-19 06:30:50	                main:581]	:	INFO	:	Epoch 1970 | loss: nan | val_loss: nan | Time: 2022.73 ms
[2020-12-19 06:30:52	                main:581]	:	INFO	:	Epoch 1971 | loss: nan | val_loss: nan | Time: 2021.83 ms
[2020-12-19 06:30:54	                main:581]	:	INFO	:	Epoch 1972 | loss: nan | val_loss: nan | Time: 2022.5 ms
[2020-12-19 06:30:56	                main:581]	:	INFO	:	Epoch 1973 | loss: nan | val_loss: nan | Time: 2019.62 ms
[2020-12-19 06:30:58	                main:581]	:	INFO	:	Epoch 1974 | loss: nan | val_loss: nan | Time: 2017.94 ms
[2020-12-19 06:31:00	                main:581]	:	INFO	:	Epoch 1975 | loss: nan | val_loss: nan | Time: 2018.43 ms
[2020-12-19 06:31:02	                main:581]	:	INFO	:	Epoch 1976 | loss: nan | val_loss: nan | Time: 2026.5 ms
[2020-12-19 06:31:04	                main:581]	:	INFO	:	Epoch 1977 | loss: nan | val_loss: nan | Time: 2013.22 ms
[2020-12-19 06:31:06	                main:581]	:	INFO	:	Epoch 1978 | loss: nan | val_loss: nan | Time: 2020.57 ms
[2020-12-19 06:31:08	                main:581]	:	INFO	:	Epoch 1979 | loss: nan | val_loss: nan | Time: 2019.99 ms
[2020-12-19 06:31:10	                main:581]	:	INFO	:	Epoch 1980 | loss: nan | val_loss: nan | Time: 2017.83 ms
[2020-12-19 06:31:12	                main:581]	:	INFO	:	Epoch 1981 | loss: nan | val_loss: nan | Time: 2033.48 ms
[2020-12-19 06:31:14	                main:581]	:	INFO	:	Epoch 1982 | loss: nan | val_loss: nan | Time: 2018.76 ms
[2020-12-19 06:31:16	                main:581]	:	INFO	:	Epoch 1983 | loss: nan | val_loss: nan | Time: 2012.06 ms
[2020-12-19 06:31:18	                main:581]	:	INFO	:	Epoch 1984 | loss: nan | val_loss: nan | Time: 2020.4 ms
[2020-12-19 06:31:20	                main:581]	:	INFO	:	Epoch 1985 | loss: nan | val_loss: nan | Time: 2019.66 ms
[2020-12-19 06:31:22	                main:581]	:	INFO	:	Epoch 1986 | loss: nan | val_loss: nan | Time: 2018.14 ms
[2020-12-19 06:31:24	                main:581]	:	INFO	:	Epoch 1987 | loss: nan | val_loss: nan | Time: 2019.41 ms
[2020-12-19 06:31:26	                main:581]	:	INFO	:	Epoch 1988 | loss: nan | val_loss: nan | Time: 2015.61 ms
[2020-12-19 06:31:28	                main:581]	:	INFO	:	Epoch 1989 | loss: nan | val_loss: nan | Time: 2023.99 ms
[2020-12-19 06:31:30	                main:581]	:	INFO	:	Epoch 1990 | loss: nan | val_loss: nan | Time: 2009.56 ms
[2020-12-19 06:31:32	                main:581]	:	INFO	:	Epoch 1991 | loss: nan | val_loss: nan | Time: 2020.01 ms
[2020-12-19 06:31:34	                main:581]	:	INFO	:	Epoch 1992 | loss: nan | val_loss: nan | Time: 2018.74 ms
[2020-12-19 06:31:36	                main:581]	:	INFO	:	Epoch 1993 | loss: nan | val_loss: nan | Time: 2022.55 ms
[2020-12-19 06:31:38	                main:581]	:	INFO	:	Epoch 1994 | loss: nan | val_loss: nan | Time: 2028.89 ms
[2020-12-19 06:31:40	                main:581]	:	INFO	:	Epoch 1995 | loss: nan | val_loss: nan | Time: 2019.51 ms
[2020-12-19 06:31:42	                main:581]	:	INFO	:	Epoch 1996 | loss: nan | val_loss: nan | Time: 2019.59 ms
[2020-12-19 06:31:45	                main:581]	:	INFO	:	Epoch 1997 | loss: nan | val_loss: nan | Time: 2027.93 ms
[2020-12-19 06:31:47	                main:581]	:	INFO	:	Epoch 1998 | loss: nan | val_loss: nan | Time: 2018.5 ms
[2020-12-19 06:31:49	                main:581]	:	INFO	:	Epoch 1999 | loss: nan | val_loss: nan | Time: 2017.85 ms
[2020-12-19 06:31:51	                main:581]	:	INFO	:	Epoch 2000 | loss: nan | val_loss: nan | Time: 2036.26 ms
[2020-12-19 06:31:53	                main:581]	:	INFO	:	Epoch 2001 | loss: nan | val_loss: nan | Time: 2020.01 ms
[2020-12-19 06:31:55	                main:581]	:	INFO	:	Epoch 2002 | loss: nan | val_loss: nan | Time: 2019.92 ms
[2020-12-19 06:31:57	                main:581]	:	INFO	:	Epoch 2003 | loss: nan | val_loss: nan | Time: 2027.59 ms
[2020-12-19 06:31:59	                main:581]	:	INFO	:	Epoch 2004 | loss: nan | val_loss: nan | Time: 2020.36 ms
[2020-12-19 06:32:01	                main:581]	:	INFO	:	Epoch 2005 | loss: nan | val_loss: nan | Time: 2017.1 ms
[2020-12-19 06:32:03	                main:581]	:	INFO	:	Epoch 2006 | loss: nan | val_loss: nan | Time: 2034.43 ms
[2020-12-19 06:32:05	                main:581]	:	INFO	:	Epoch 2007 | loss: nan | val_loss: nan | Time: 2022.17 ms
[2020-12-19 06:32:07	                main:581]	:	INFO	:	Epoch 2008 | loss: nan | val_loss: nan | Time: 2017 ms
[2020-12-19 06:32:09	                main:581]	:	INFO	:	Epoch 2009 | loss: nan | val_loss: nan | Time: 2021.84 ms
[2020-12-19 06:32:11	                main:581]	:	INFO	:	Epoch 2010 | loss: nan | val_loss: nan | Time: 2020.65 ms
[2020-12-19 06:32:13	                main:581]	:	INFO	:	Epoch 2011 | loss: nan | val_loss: nan | Time: 2016.94 ms
[2020-12-19 06:32:15	                main:581]	:	INFO	:	Epoch 2012 | loss: nan | val_loss: nan | Time: 2017.63 ms
[2020-12-19 06:32:17	                main:581]	:	INFO	:	Epoch 2013 | loss: nan | val_loss: nan | Time: 2020.6 ms
[2020-12-19 06:32:19	                main:581]	:	INFO	:	Epoch 2014 | loss: nan | val_loss: nan | Time: 2018.74 ms
[2020-12-19 06:32:21	                main:581]	:	INFO	:	Epoch 2015 | loss: nan | val_loss: nan | Time: 2020.78 ms
[2020-12-19 06:32:23	                main:581]	:	INFO	:	Epoch 2016 | loss: nan | val_loss: nan | Time: 2020.35 ms
[2020-12-19 06:32:25	                main:581]	:	INFO	:	Epoch 2017 | loss: nan | val_loss: nan | Time: 2018.6 ms
[2020-12-19 06:32:27	                main:581]	:	INFO	:	Epoch 2018 | loss: nan | val_loss: nan | Time: 2022.57 ms
[2020-12-19 06:32:29	                main:581]	:	INFO	:	Epoch 2019 | loss: nan | val_loss: nan | Time: 2023.85 ms
[2020-12-19 06:32:31	                main:581]	:	INFO	:	Epoch 2020 | loss: nan | val_loss: nan | Time: 2028.74 ms
[2020-12-19 06:32:33	                main:581]	:	INFO	:	Epoch 2021 | loss: nan | val_loss: nan | Time: 2005.97 ms
[2020-12-19 06:32:35	                main:581]	:	INFO	:	Epoch 2022 | loss: nan | val_loss: nan | Time: 2024.62 ms
[2020-12-19 06:32:37	                main:581]	:	INFO	:	Epoch 2023 | loss: nan | val_loss: nan | Time: 2021.23 ms
[2020-12-19 06:32:39	                main:581]	:	INFO	:	Epoch 2024 | loss: nan | val_loss: nan | Time: 2017.74 ms
[2020-12-19 06:32:41	                main:581]	:	INFO	:	Epoch 2025 | loss: nan | val_loss: nan | Time: 2017.81 ms
[2020-12-19 06:32:43	                main:581]	:	INFO	:	Epoch 2026 | loss: nan | val_loss: nan | Time: 2028.86 ms
[2020-12-19 06:32:45	                main:581]	:	INFO	:	Epoch 2027 | loss: nan | val_loss: nan | Time: 2022.14 ms
[2020-12-19 06:32:47	                main:581]	:	INFO	:	Epoch 2028 | loss: nan | val_loss: nan | Time: 2023.03 ms
[2020-12-19 06:32:49	                main:581]	:	INFO	:	Epoch 2029 | loss: nan | val_loss: nan | Time: 2031.67 ms
[2020-12-19 06:32:51	                main:581]	:	INFO	:	Epoch 2030 | loss: nan | val_loss: nan | Time: 2019.31 ms
[2020-12-19 06:32:53	                main:581]	:	INFO	:	Epoch 2031 | loss: nan | val_loss: nan | Time: 2023.4 ms
[2020-12-19 06:32:55	                main:581]	:	INFO	:	Epoch 2032 | loss: nan | val_loss: nan | Time: 2021.39 ms
[2020-12-19 06:32:57	                main:581]	:	INFO	:	Epoch 2033 | loss: nan | val_loss: nan | Time: 2024.19 ms
[2020-12-19 06:32:59	                main:581]	:	INFO	:	Epoch 2034 | loss: nan | val_loss: nan | Time: 2018.45 ms
[2020-12-19 06:33:01	                main:581]	:	INFO	:	Epoch 2035 | loss: nan | val_loss: nan | Time: 2019.93 ms
[2020-12-19 06:33:03	                main:581]	:	INFO	:	Epoch 2036 | loss: nan | val_loss: nan | Time: 2019.67 ms
[2020-12-19 06:33:05	                main:581]	:	INFO	:	Epoch 2037 | loss: nan | val_loss: nan | Time: 2015.66 ms
[2020-12-19 06:33:07	                main:581]	:	INFO	:	Epoch 2038 | loss: nan | val_loss: nan | Time: 2018.9 ms
[2020-12-19 06:33:09	                main:581]	:	INFO	:	Epoch 2039 | loss: nan | val_loss: nan | Time: 2024.79 ms
[2020-12-19 06:33:11	                main:581]	:	INFO	:	Epoch 2040 | loss: nan | val_loss: nan | Time: 2018 ms
[2020-12-19 06:33:13	                main:581]	:	INFO	:	Epoch 2041 | loss: nan | val_loss: nan | Time: 2017.62 ms
[2020-12-19 06:33:15	                main:581]	:	INFO	:	Epoch 2042 | loss: nan | val_loss: nan | Time: 2017.79 ms
[2020-12-19 06:33:18	                main:581]	:	INFO	:	Epoch 2043 | loss: nan | val_loss: nan | Time: 2028.6 ms
[2020-12-19 06:33:20	                main:581]	:	INFO	:	Epoch 2044 | loss: nan | val_loss: nan | Time: 2027.56 ms
[2020-12-19 06:33:22	                main:581]	:	INFO	:	Epoch 2045 | loss: nan | val_loss: nan | Time: 2016.29 ms
[2020-12-19 06:33:24	                main:581]	:	INFO	:	Epoch 2046 | loss: nan | val_loss: nan | Time: 2018.48 ms
[2020-12-19 06:33:26	                main:581]	:	INFO	:	Epoch 2047 | loss: nan | val_loss: nan | Time: 2025.29 ms
[2020-12-19 06:33:28	                main:581]	:	INFO	:	Epoch 2048 | loss: nan | val_loss: nan | Time: 2018.77 ms
[2020-12-19 06:33:28	                main:604]	:	INFO	:	Saving trained model to model-final.pt, val_loss nan
[2020-12-19 06:33:28	                main:610]	:	INFO	:	Saving end state to config to file
[2020-12-19 06:33:28	                main:615]	:	INFO	:	Success, exiting..
06:33:28 (300209): 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)