Task 13482260

Name ParityModified-1647049337-2847-1-0_0
Workunit 10584372
Created 20 Mar 2022, 21:08:59 UTC
Sent 28 Mar 2022, 15:33:38 UTC
Report deadline 5 Apr 2022, 15:33:38 UTC
Received 28 Mar 2022, 18:09:48 UTC
Server state Over
Outcome Validate error
Client state Done
Exit status 0 (0x00000000)
Computer ID 8379
Run time 2 hours 35 min 52 sec
CPU time 2 hours 34 min 5 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 1,179.24 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 1.63 GB
Peak swap size 3.57 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
2022-03-28 19:28:54	                main:574]	:	INFO	:	Epoch 1508 | loss: 0.0310016 | val_loss: 0.0312934 | Time: 4451.68 ms
[2022-03-28 19:28:58	                main:574]	:	INFO	:	Epoch 1509 | loss: 0.0310292 | val_loss: 0.0313121 | Time: 4573.72 ms
[2022-03-28 19:29:03	                main:574]	:	INFO	:	Epoch 1510 | loss: 0.0310044 | val_loss: 0.0313576 | Time: 4532.03 ms
[2022-03-28 19:29:07	                main:574]	:	INFO	:	Epoch 1511 | loss: 0.0310022 | val_loss: 0.0313373 | Time: 4522.73 ms
[2022-03-28 19:29:12	                main:574]	:	INFO	:	Epoch 1512 | loss: 0.0309935 | val_loss: 0.0313041 | Time: 4480.88 ms
[2022-03-28 19:29:16	                main:574]	:	INFO	:	Epoch 1513 | loss: 0.0309996 | val_loss: 0.0313294 | Time: 4543.23 ms
[2022-03-28 19:29:21	                main:574]	:	INFO	:	Epoch 1514 | loss: 0.0309975 | val_loss: 0.0312919 | Time: 4553.49 ms
[2022-03-28 19:29:25	                main:574]	:	INFO	:	Epoch 1515 | loss: 0.0310041 | val_loss: 0.0313675 | Time: 4475.49 ms
[2022-03-28 19:29:30	                main:574]	:	INFO	:	Epoch 1516 | loss: 0.0309941 | val_loss: 0.0313193 | Time: 4582.61 ms
[2022-03-28 19:29:34	                main:574]	:	INFO	:	Epoch 1517 | loss: 0.0309991 | val_loss: 0.031333 | Time: 4498.83 ms
[2022-03-28 19:29:39	                main:574]	:	INFO	:	Epoch 1518 | loss: 0.0310055 | val_loss: 0.0313381 | Time: 4601.94 ms
[2022-03-28 19:29:43	                main:574]	:	INFO	:	Epoch 1519 | loss: 0.0310057 | val_loss: 0.0313178 | Time: 4525.99 ms
[2022-03-28 19:29:48	                main:574]	:	INFO	:	Epoch 1520 | loss: 0.0309977 | val_loss: 0.0313274 | Time: 4472.74 ms
[2022-03-28 19:29:52	                main:574]	:	INFO	:	Epoch 1521 | loss: 0.0310043 | val_loss: 0.031331 | Time: 4503.88 ms
[2022-03-28 19:29:57	                main:574]	:	INFO	:	Epoch 1522 | loss: 0.0309953 | val_loss: 0.0313281 | Time: 4475.32 ms
[2022-03-28 19:30:02	                main:574]	:	INFO	:	Epoch 1523 | loss: 0.0310059 | val_loss: 0.0313405 | Time: 4571.23 ms
[2022-03-28 19:30:06	                main:574]	:	INFO	:	Epoch 1524 | loss: 0.031003 | val_loss: 0.0313739 | Time: 4517.08 ms
[2022-03-28 19:30:11	                main:574]	:	INFO	:	Epoch 1525 | loss: 0.0310011 | val_loss: 0.0313245 | Time: 4570.6 ms
[2022-03-28 19:30:15	                main:574]	:	INFO	:	Epoch 1526 | loss: 0.0309979 | val_loss: 0.0313207 | Time: 4511.98 ms
[2022-03-28 19:30:20	                main:574]	:	INFO	:	Epoch 1527 | loss: 0.0309935 | val_loss: 0.0313302 | Time: 4507.27 ms
[2022-03-28 19:30:24	                main:574]	:	INFO	:	Epoch 1528 | loss: 0.0309933 | val_loss: 0.0313182 | Time: 4533.98 ms
[2022-03-28 19:30:29	                main:574]	:	INFO	:	Epoch 1529 | loss: 0.0310016 | val_loss: 0.0313287 | Time: 4556.19 ms
[2022-03-28 19:30:33	                main:574]	:	INFO	:	Epoch 1530 | loss: 0.0310055 | val_loss: 0.0313097 | Time: 4494.35 ms
[2022-03-28 19:30:38	                main:574]	:	INFO	:	Epoch 1531 | loss: 0.0310004 | val_loss: 0.0313606 | Time: 4560.39 ms
[2022-03-28 19:30:42	                main:574]	:	INFO	:	Epoch 1532 | loss: 0.0309947 | val_loss: 0.0313078 | Time: 4559.83 ms
[2022-03-28 19:30:47	                main:574]	:	INFO	:	Epoch 1533 | loss: 0.031002 | val_loss: 0.0313272 | Time: 4524.29 ms
[2022-03-28 19:30:51	                main:574]	:	INFO	:	Epoch 1534 | loss: 0.0309907 | val_loss: 0.0313092 | Time: 4505.62 ms
[2022-03-28 19:30:56	                main:574]	:	INFO	:	Epoch 1535 | loss: 0.0309986 | val_loss: 0.0313262 | Time: 4531.18 ms
[2022-03-28 19:31:00	                main:574]	:	INFO	:	Epoch 1536 | loss: 0.0310099 | val_loss: 0.0312972 | Time: 4492.91 ms
[2022-03-28 19:31:05	                main:574]	:	INFO	:	Epoch 1537 | loss: 0.0310016 | val_loss: 0.0313105 | Time: 4545.22 ms
[2022-03-28 19:31:10	                main:574]	:	INFO	:	Epoch 1538 | loss: 0.0309995 | val_loss: 0.0313361 | Time: 4573.45 ms
[2022-03-28 19:31:14	                main:574]	:	INFO	:	Epoch 1539 | loss: 0.0309935 | val_loss: 0.0313416 | Time: 4503.23 ms
[2022-03-28 19:31:19	                main:574]	:	INFO	:	Epoch 1540 | loss: 0.0310205 | val_loss: 0.0312849 | Time: 4527.96 ms
[2022-03-28 19:31:23	                main:574]	:	INFO	:	Epoch 1541 | loss: 0.0310193 | val_loss: 0.031292 | Time: 4538.1 ms
[2022-03-28 19:31:28	                main:574]	:	INFO	:	Epoch 1542 | loss: 0.0310027 | val_loss: 0.0313341 | Time: 4465.32 ms
[2022-03-28 19:31:32	                main:574]	:	INFO	:	Epoch 1543 | loss: 0.0310031 | val_loss: 0.0313256 | Time: 4557.6 ms
[2022-03-28 19:31:37	                main:574]	:	INFO	:	Epoch 1544 | loss: 0.031005 | val_loss: 0.0313094 | Time: 4563.3 ms
[2022-03-28 19:31:41	                main:574]	:	INFO	:	Epoch 1545 | loss: 0.0309943 | val_loss: 0.0313365 | Time: 4534.52 ms
[2022-03-28 19:31:46	                main:574]	:	INFO	:	Epoch 1546 | loss: 0.0309906 | val_loss: 0.0313446 | Time: 4543.68 ms
[2022-03-28 19:31:50	                main:574]	:	INFO	:	Epoch 1547 | loss: 0.0310132 | val_loss: 0.0312819 | Time: 4490.1 ms
[2022-03-28 19:31:55	                main:574]	:	INFO	:	Epoch 1548 | loss: 0.0310168 | val_loss: 0.031359 | Time: 4571.89 ms
[2022-03-28 19:31:59	                main:574]	:	INFO	:	Epoch 1549 | loss: 0.0310061 | val_loss: 0.0313749 | Time: 4474.57 ms
[2022-03-28 19:32:04	                main:574]	:	INFO	:	Epoch 1550 | loss: 0.031008 | val_loss: 0.0313129 | Time: 4511.3 ms
[2022-03-28 19:32:08	                main:574]	:	INFO	:	Epoch 1551 | loss: 0.0310052 | val_loss: 0.0313457 | Time: 4551.59 ms
[2022-03-28 19:32:13	                main:574]	:	INFO	:	Epoch 1552 | loss: 0.031004 | val_loss: 0.0313219 | Time: 4513.1 ms
[2022-03-28 19:32:18	                main:574]	:	INFO	:	Epoch 1553 | loss: 0.0310114 | val_loss: 0.0313014 | Time: 4549.85 ms
[2022-03-28 19:32:22	                main:574]	:	INFO	:	Epoch 1554 | loss: 0.0309943 | val_loss: 0.0313584 | Time: 4491.52 ms
[2022-03-28 19:32:27	                main:574]	:	INFO	:	Epoch 1555 | loss: 0.0309937 | val_loss: 0.031345 | Time: 4574.66 ms
[2022-03-28 19:32:31	                main:574]	:	INFO	:	Epoch 1556 | loss: 0.0309966 | val_loss: 0.0313253 | Time: 4511.46 ms
[2022-03-28 19:32:36	                main:574]	:	INFO	:	Epoch 1557 | loss: 0.0309941 | val_loss: 0.0313223 | Time: 4515.96 ms
[2022-03-28 19:32:40	                main:574]	:	INFO	:	Epoch 1558 | loss: 0.030998 | val_loss: 0.0313075 | Time: 4495.75 ms
[2022-03-28 19:32:45	                main:574]	:	INFO	:	Epoch 1559 | loss: 0.0310053 | val_loss: 0.0313127 | Time: 4496.87 ms
[2022-03-28 19:32:49	                main:574]	:	INFO	:	Epoch 1560 | loss: 0.0309932 | val_loss: 0.031308 | Time: 4533.26 ms
[2022-03-28 19:32:54	                main:574]	:	INFO	:	Epoch 1561 | loss: 0.0310001 | val_loss: 0.0313023 | Time: 4579.28 ms
[2022-03-28 19:32:58	                main:574]	:	INFO	:	Epoch 1562 | loss: 0.031 | val_loss: 0.0313172 | Time: 4561.59 ms
[2022-03-28 19:33:03	                main:574]	:	INFO	:	Epoch 1563 | loss: 0.0310124 | val_loss: 0.0312669 | Time: 4478.19 ms
[2022-03-28 19:33:07	                main:574]	:	INFO	:	Epoch 1564 | loss: 0.0310209 | val_loss: 0.0312975 | Time: 4531.19 ms
[2022-03-28 19:33:12	                main:574]	:	INFO	:	Epoch 1565 | loss: 0.0309984 | val_loss: 0.0313357 | Time: 4534.89 ms
[2022-03-28 19:33:16	                main:574]	:	INFO	:	Epoch 1566 | loss: 0.0309992 | val_loss: 0.0313663 | Time: 4562.75 ms
[2022-03-28 19:33:21	                main:574]	:	INFO	:	Epoch 1567 | loss: 0.0310068 | val_loss: 0.0312942 | Time: 4495.17 ms
[2022-03-28 19:33:25	                main:574]	:	INFO	:	Epoch 1568 | loss: 0.0310059 | val_loss: 0.0313493 | Time: 4515.26 ms
[2022-03-28 19:33:30	                main:574]	:	INFO	:	Epoch 1569 | loss: 0.0310014 | val_loss: 0.0312882 | Time: 4513.62 ms
[2022-03-28 19:33:35	                main:574]	:	INFO	:	Epoch 1570 | loss: 0.031006 | val_loss: 0.0313184 | Time: 4527.68 ms
[2022-03-28 19:33:39	                main:574]	:	INFO	:	Epoch 1571 | loss: 0.0310038 | val_loss: 0.0313196 | Time: 4479.83 ms
[2022-03-28 19:33:44	                main:574]	:	INFO	:	Epoch 1572 | loss: 0.0309939 | val_loss: 0.0313522 | Time: 4533.57 ms
[2022-03-28 19:33:48	                main:574]	:	INFO	:	Epoch 1573 | loss: 0.0310012 | val_loss: 0.0313189 | Time: 4459.96 ms
[2022-03-28 19:33:53	                main:574]	:	INFO	:	Epoch 1574 | loss: 0.0310027 | val_loss: 0.0313314 | Time: 4511.11 ms
[2022-03-28 19:33:57	                main:574]	:	INFO	:	Epoch 1575 | loss: 0.0310025 | val_loss: 0.0313056 | Time: 4576.28 ms
[2022-03-28 19:34:02	                main:574]	:	INFO	:	Epoch 1576 | loss: 0.0310086 | val_loss: 0.0313148 | Time: 4468.87 ms
[2022-03-28 19:34:06	                main:574]	:	INFO	:	Epoch 1577 | loss: 0.0309995 | val_loss: 0.0313365 | Time: 4478.06 ms
[2022-03-28 19:34:11	                main:574]	:	INFO	:	Epoch 1578 | loss: 0.0309929 | val_loss: 0.0313247 | Time: 4492.57 ms
[2022-03-28 19:34:15	                main:574]	:	INFO	:	Epoch 1579 | loss: 0.03101 | val_loss: 0.0312807 | Time: 4457.85 ms
[2022-03-28 19:34:20	                main:574]	:	INFO	:	Epoch 1580 | loss: 0.0310113 | val_loss: 0.0313206 | Time: 4566.12 ms
[2022-03-28 19:34:24	                main:574]	:	INFO	:	Epoch 1581 | loss: 0.0310152 | val_loss: 0.0313221 | Time: 4456.06 ms
[2022-03-28 19:34:28	                main:574]	:	INFO	:	Epoch 1582 | loss: 0.0310064 | val_loss: 0.0313191 | Time: 4432.07 ms
[2022-03-28 19:34:33	                main:574]	:	INFO	:	Epoch 1583 | loss: 0.0309963 | val_loss: 0.0313288 | Time: 4489.36 ms
[2022-03-28 19:34:37	                main:574]	:	INFO	:	Epoch 1584 | loss: 0.0309949 | val_loss: 0.0312797 | Time: 4453.38 ms
[2022-03-28 19:34:42	                main:574]	:	INFO	:	Epoch 1585 | loss: 0.0310009 | val_loss: 0.0313334 | Time: 4601.1 ms
[2022-03-28 19:34:47	                main:574]	:	INFO	:	Epoch 1586 | loss: 0.0310161 | val_loss: 0.0313139 | Time: 4580.25 ms
[2022-03-28 19:34:51	                main:574]	:	INFO	:	Epoch 1587 | loss: 0.0310037 | val_loss: 0.0313174 | Time: 4526.21 ms
[2022-03-28 19:34:56	                main:574]	:	INFO	:	Epoch 1588 | loss: 0.0309962 | val_loss: 0.0313067 | Time: 4518.7 ms
[2022-03-28 19:35:00	                main:574]	:	INFO	:	Epoch 1589 | loss: 0.0309949 | val_loss: 0.0313266 | Time: 4512.99 ms
[2022-03-28 19:35:05	                main:574]	:	INFO	:	Epoch 1590 | loss: 0.0309973 | val_loss: 0.0313475 | Time: 4518.91 ms
[2022-03-28 19:35:09	                main:574]	:	INFO	:	Epoch 1591 | loss: 0.0310157 | val_loss: 0.0312721 | Time: 4559.79 ms
[2022-03-28 19:35:14	                main:574]	:	INFO	:	Epoch 1592 | loss: 0.0310135 | val_loss: 0.0313356 | Time: 4537.59 ms
[2022-03-28 19:35:18	                main:574]	:	INFO	:	Epoch 1593 | loss: 0.0310028 | val_loss: 0.0313113 | Time: 4452.05 ms
[2022-03-28 19:35:23	                main:574]	:	INFO	:	Epoch 1594 | loss: 0.0309963 | val_loss: 0.0313228 | Time: 4513.78 ms
[2022-03-28 19:35:27	                main:574]	:	INFO	:	Epoch 1595 | loss: 0.0309969 | val_loss: 0.0313196 | Time: 4465.67 ms
[2022-03-28 19:35:32	                main:574]	:	INFO	:	Epoch 1596 | loss: 0.0309976 | val_loss: 0.0313062 | Time: 4477.79 ms
[2022-03-28 19:35:36	                main:574]	:	INFO	:	Epoch 1597 | loss: 0.0309965 | val_loss: 0.0313534 | Time: 4537.47 ms
[2022-03-28 19:35:41	                main:574]	:	INFO	:	Epoch 1598 | loss: 0.0309952 | val_loss: 0.0313357 | Time: 4465.02 ms
[2022-03-28 19:35:45	                main:574]	:	INFO	:	Epoch 1599 | loss: 0.0310001 | val_loss: 0.0313195 | Time: 4445.19 ms
[2022-03-28 19:35:50	                main:574]	:	INFO	:	Epoch 1600 | loss: 0.0310141 | val_loss: 0.031306 | Time: 4477.21 ms
[2022-03-28 19:35:54	                main:574]	:	INFO	:	Epoch 1601 | loss: 0.031004 | val_loss: 0.0313356 | Time: 4511.11 ms
[2022-03-28 19:35:59	                main:574]	:	INFO	:	Epoch 1602 | loss: 0.030997 | val_loss: 0.03134 | Time: 4519.69 ms
[2022-03-28 19:36:03	                main:574]	:	INFO	:	Epoch 1603 | loss: 0.0309998 | val_loss: 0.0312911 | Time: 4544.96 ms
[2022-03-28 19:36:08	                main:574]	:	INFO	:	Epoch 1604 | loss: 0.0309938 | val_loss: 0.0313503 | Time: 4525.43 ms
[2022-03-28 19:36:12	                main:574]	:	INFO	:	Epoch 1605 | loss: 0.0310013 | val_loss: 0.0313262 | Time: 4604.66 ms
[2022-03-28 19:36:17	                main:574]	:	INFO	:	Epoch 1606 | loss: 0.0309951 | val_loss: 0.0313069 | Time: 4545.85 ms
[2022-03-28 19:36:22	                main:574]	:	INFO	:	Epoch 1607 | loss: 0.0309958 | val_loss: 0.0313105 | Time: 4568.71 ms
[2022-03-28 19:36:26	                main:574]	:	INFO	:	Epoch 1608 | loss: 0.0309989 | val_loss: 0.031336 | Time: 4519.86 ms
[2022-03-28 19:36:31	                main:574]	:	INFO	:	Epoch 1609 | loss: 0.0309931 | val_loss: 0.0313164 | Time: 4494.81 ms
[2022-03-28 19:36:35	                main:574]	:	INFO	:	Epoch 1610 | loss: 0.0309991 | val_loss: 0.0312961 | Time: 4543.26 ms
[2022-03-28 19:36:40	                main:574]	:	INFO	:	Epoch 1611 | loss: 0.0309983 | val_loss: 0.0312889 | Time: 4504.09 ms
[2022-03-28 19:36:44	                main:574]	:	INFO	:	Epoch 1612 | loss: 0.0309932 | val_loss: 0.0313269 | Time: 4521.93 ms
[2022-03-28 19:36:49	                main:574]	:	INFO	:	Epoch 1613 | loss: 0.0309932 | val_loss: 0.0313095 | Time: 4487.4 ms
[2022-03-28 19:36:53	                main:574]	:	INFO	:	Epoch 1614 | loss: 0.0309958 | val_loss: 0.0313027 | Time: 4544.99 ms
[2022-03-28 19:36:58	                main:574]	:	INFO	:	Epoch 1615 | loss: 0.0310057 | val_loss: 0.0313026 | Time: 4490.73 ms
[2022-03-28 19:37:02	                main:574]	:	INFO	:	Epoch 1616 | loss: 0.0310087 | val_loss: 0.0313667 | Time: 4453.62 ms
[2022-03-28 19:37:07	                main:574]	:	INFO	:	Epoch 1617 | loss: 0.031006 | val_loss: 0.0313134 | Time: 4480.12 ms
[2022-03-28 19:37:11	                main:574]	:	INFO	:	Epoch 1618 | loss: 0.0309971 | val_loss: 0.0313521 | Time: 4489.02 ms
[2022-03-28 19:37:16	                main:574]	:	INFO	:	Epoch 1619 | loss: 0.030999 | val_loss: 0.0312828 | Time: 4498.01 ms
[2022-03-28 19:37:20	                main:574]	:	INFO	:	Epoch 1620 | loss: 0.031004 | val_loss: 0.031334 | Time: 4540.38 ms
[2022-03-28 19:37:25	                main:574]	:	INFO	:	Epoch 1621 | loss: 0.0309994 | val_loss: 0.0313056 | Time: 4517.29 ms
[2022-03-28 19:37:29	                main:574]	:	INFO	:	Epoch 1622 | loss: 0.0309926 | val_loss: 0.0313652 | Time: 4472.05 ms
[2022-03-28 19:37:34	                main:574]	:	INFO	:	Epoch 1623 | loss: 0.0310039 | val_loss: 0.031315 | Time: 4495.84 ms
[2022-03-28 19:37:38	                main:574]	:	INFO	:	Epoch 1624 | loss: 0.0310003 | val_loss: 0.0313463 | Time: 4502.67 ms
[2022-03-28 19:37:43	                main:574]	:	INFO	:	Epoch 1625 | loss: 0.0309985 | val_loss: 0.0313265 | Time: 4515.39 ms
[2022-03-28 19:37:47	                main:574]	:	INFO	:	Epoch 1626 | loss: 0.0310095 | val_loss: 0.0312968 | Time: 4476.12 ms
[2022-03-28 19:37:52	                main:574]	:	INFO	:	Epoch 1627 | loss: 0.0310112 | val_loss: 0.0312981 | Time: 4429.78 ms
[2022-03-28 19:37:56	                main:574]	:	INFO	:	Epoch 1628 | loss: 0.0310003 | val_loss: 0.0312956 | Time: 4397.57 ms
[2022-03-28 19:38:01	                main:574]	:	INFO	:	Epoch 1629 | loss: 0.0309998 | val_loss: 0.0313636 | Time: 4492.18 ms
[2022-03-28 19:38:05	                main:574]	:	INFO	:	Epoch 1630 | loss: 0.0309951 | val_loss: 0.0313061 | Time: 4490.05 ms
[2022-03-28 19:38:10	                main:574]	:	INFO	:	Epoch 1631 | loss: 0.0310007 | val_loss: 0.0313152 | Time: 4550.32 ms
[2022-03-28 19:38:14	                main:574]	:	INFO	:	Epoch 1632 | loss: 0.0310074 | val_loss: 0.0313124 | Time: 4474.52 ms
[2022-03-28 19:38:19	                main:574]	:	INFO	:	Epoch 1633 | loss: 0.031001 | val_loss: 0.0313411 | Time: 4497.17 ms
[2022-03-28 19:38:23	                main:574]	:	INFO	:	Epoch 1634 | loss: 0.0310033 | val_loss: 0.0312849 | Time: 4552.17 ms
[2022-03-28 19:38:28	                main:574]	:	INFO	:	Epoch 1635 | loss: 0.0310178 | val_loss: 0.0313383 | Time: 4487.84 ms
[2022-03-28 19:38:32	                main:574]	:	INFO	:	Epoch 1636 | loss: 0.0310429 | val_loss: 0.0313228 | Time: 4569.3 ms
[2022-03-28 19:38:37	                main:574]	:	INFO	:	Epoch 1637 | loss: 0.0310181 | val_loss: 0.0313176 | Time: 4476.08 ms
[2022-03-28 19:38:41	                main:574]	:	INFO	:	Epoch 1638 | loss: 0.0310025 | val_loss: 0.031327 | Time: 4515.57 ms
[2022-03-28 19:38:46	                main:574]	:	INFO	:	Epoch 1639 | loss: 0.0310039 | val_loss: 0.0313333 | Time: 4470.3 ms
[2022-03-28 19:38:50	                main:574]	:	INFO	:	Epoch 1640 | loss: 0.0310001 | val_loss: 0.0313178 | Time: 4504.05 ms
[2022-03-28 19:38:55	                main:574]	:	INFO	:	Epoch 1641 | loss: 0.0310057 | val_loss: 0.0313459 | Time: 4456.27 ms
[2022-03-28 19:38:59	                main:574]	:	INFO	:	Epoch 1642 | loss: 0.0310054 | val_loss: 0.0313204 | Time: 4516.79 ms
[2022-03-28 19:39:04	                main:574]	:	INFO	:	Epoch 1643 | loss: 0.0310013 | val_loss: 0.0313374 | Time: 4568.88 ms
[2022-03-28 19:39:08	                main:574]	:	INFO	:	Epoch 1644 | loss: 0.0310086 | val_loss: 0.031323 | Time: 4502.64 ms
[2022-03-28 19:39:13	                main:574]	:	INFO	:	Epoch 1645 | loss: 0.0309968 | val_loss: 0.0313205 | Time: 4528.21 ms
[2022-03-28 19:39:17	                main:574]	:	INFO	:	Epoch 1646 | loss: 0.0309976 | val_loss: 0.0313222 | Time: 4481.16 ms
[2022-03-28 19:39:22	                main:574]	:	INFO	:	Epoch 1647 | loss: 0.0310016 | val_loss: 0.0313409 | Time: 4485.98 ms
[2022-03-28 19:39:26	                main:574]	:	INFO	:	Epoch 1648 | loss: 0.0310044 | val_loss: 0.0313372 | Time: 4519.39 ms
[2022-03-28 19:39:31	                main:574]	:	INFO	:	Epoch 1649 | loss: 0.0309996 | val_loss: 0.0312909 | Time: 4493.79 ms
[2022-03-28 19:39:35	                main:574]	:	INFO	:	Epoch 1650 | loss: 0.031007 | val_loss: 0.031308 | Time: 4491.89 ms
[2022-03-28 19:39:40	                main:574]	:	INFO	:	Epoch 1651 | loss: 0.0310087 | val_loss: 0.0312947 | Time: 4550.32 ms
[2022-03-28 19:39:44	                main:574]	:	INFO	:	Epoch 1652 | loss: 0.0310381 | val_loss: 0.0313102 | Time: 4561.76 ms
[2022-03-28 19:39:49	                main:574]	:	INFO	:	Epoch 1653 | loss: 0.0310332 | val_loss: 0.0313099 | Time: 4532.64 ms
[2022-03-28 19:39:53	                main:574]	:	INFO	:	Epoch 1654 | loss: 0.0310024 | val_loss: 0.0313335 | Time: 4522.6 ms
[2022-03-28 19:39:58	                main:574]	:	INFO	:	Epoch 1655 | loss: 0.0310066 | val_loss: 0.031302 | Time: 4513 ms
[2022-03-28 19:40:02	                main:574]	:	INFO	:	Epoch 1656 | loss: 0.0310051 | val_loss: 0.0312914 | Time: 4489.53 ms
[2022-03-28 19:40:07	                main:574]	:	INFO	:	Epoch 1657 | loss: 0.0310062 | val_loss: 0.0313431 | Time: 4507.13 ms
[2022-03-28 19:40:12	                main:574]	:	INFO	:	Epoch 1658 | loss: 0.0309979 | val_loss: 0.031328 | Time: 4583.06 ms
[2022-03-28 19:40:16	                main:574]	:	INFO	:	Epoch 1659 | loss: 0.0310096 | val_loss: 0.0313559 | Time: 4505.9 ms
[2022-03-28 19:40:21	                main:574]	:	INFO	:	Epoch 1660 | loss: 0.0310037 | val_loss: 0.0313225 | Time: 4483.72 ms
[2022-03-28 19:40:25	                main:574]	:	INFO	:	Epoch 1661 | loss: 0.0309978 | val_loss: 0.0313631 | Time: 4558.58 ms
[2022-03-28 19:40:30	                main:574]	:	INFO	:	Epoch 1662 | loss: 0.0310068 | val_loss: 0.0313181 | Time: 4584.12 ms
[2022-03-28 19:40:34	                main:574]	:	INFO	:	Epoch 1663 | loss: 0.031015 | val_loss: 0.0313185 | Time: 4478.87 ms
[2022-03-28 19:40:39	                main:574]	:	INFO	:	Epoch 1664 | loss: 0.031005 | val_loss: 0.0313325 | Time: 4540.97 ms
[2022-03-28 19:40:43	                main:574]	:	INFO	:	Epoch 1665 | loss: 0.030995 | val_loss: 0.0313319 | Time: 4462.02 ms
[2022-03-28 19:40:48	                main:574]	:	INFO	:	Epoch 1666 | loss: 0.0310044 | val_loss: 0.0312744 | Time: 4540.11 ms
[2022-03-28 19:40:52	                main:574]	:	INFO	:	Epoch 1667 | loss: 0.0310116 | val_loss: 0.0313325 | Time: 4529.45 ms
[2022-03-28 19:40:57	                main:574]	:	INFO	:	Epoch 1668 | loss: 0.0309969 | val_loss: 0.0313286 | Time: 4516.14 ms
[2022-03-28 19:41:01	                main:574]	:	INFO	:	Epoch 1669 | loss: 0.0309915 | val_loss: 0.0313358 | Time: 4551.63 ms
[2022-03-28 19:41:06	                main:574]	:	INFO	:	Epoch 1670 | loss: 0.0310028 | val_loss: 0.0312795 | Time: 4507.33 ms
[2022-03-28 19:41:10	                main:574]	:	INFO	:	Epoch 1671 | loss: 0.0310198 | val_loss: 0.0312831 | Time: 4581.63 ms
[2022-03-28 19:41:15	                main:574]	:	INFO	:	Epoch 1672 | loss: 0.0310215 | val_loss: 0.031296 | Time: 4555.34 ms
[2022-03-28 19:41:20	                main:574]	:	INFO	:	Epoch 1673 | loss: 0.0310096 | val_loss: 0.0313645 | Time: 4536.71 ms
[2022-03-28 19:41:24	                main:574]	:	INFO	:	Epoch 1674 | loss: 0.0310017 | val_loss: 0.0313165 | Time: 4493.64 ms
[2022-03-28 19:41:29	                main:574]	:	INFO	:	Epoch 1675 | loss: 0.0310031 | val_loss: 0.0312965 | Time: 4532.89 ms
[2022-03-28 19:41:33	                main:574]	:	INFO	:	Epoch 1676 | loss: 0.0309968 | val_loss: 0.0313526 | Time: 4544.9 ms
[2022-03-28 19:41:38	                main:574]	:	INFO	:	Epoch 1677 | loss: 0.030999 | val_loss: 0.0313167 | Time: 4584.3 ms
[2022-03-28 19:41:42	                main:574]	:	INFO	:	Epoch 1678 | loss: 0.0309999 | val_loss: 0.0313248 | Time: 4473.9 ms
[2022-03-28 19:41:47	                main:574]	:	INFO	:	Epoch 1679 | loss: 0.0310941 | val_loss: 0.0314032 | Time: 4469.77 ms
[2022-03-28 19:41:51	                main:574]	:	INFO	:	Epoch 1680 | loss: 0.032088 | val_loss: 0.031588 | Time: 4522.21 ms
[2022-03-28 19:41:56	                main:574]	:	INFO	:	Epoch 1681 | loss: 0.037058 | val_loss: 0.032129 | Time: 4538.16 ms
[2022-03-28 19:42:00	                main:574]	:	INFO	:	Epoch 1682 | loss: 0.0434849 | val_loss: 0.0342059 | Time: 4498.18 ms
[2022-03-28 19:42:05	                main:574]	:	INFO	:	Epoch 1683 | loss: nan | val_loss: nan | Time: 4561.89 ms
[2022-03-28 19:42:09	                main:574]	:	INFO	:	Epoch 1684 | loss: nan | val_loss: nan | Time: 4525.02 ms
[2022-03-28 19:42:14	                main:574]	:	INFO	:	Epoch 1685 | loss: nan | val_loss: nan | Time: 4579.42 ms
[2022-03-28 19:42:18	                main:574]	:	INFO	:	Epoch 1686 | loss: nan | val_loss: nan | Time: 4550.89 ms
[2022-03-28 19:42:23	                main:574]	:	INFO	:	Epoch 1687 | loss: nan | val_loss: nan | Time: 4483.29 ms
[2022-03-28 19:42:27	                main:574]	:	INFO	:	Epoch 1688 | loss: nan | val_loss: nan | Time: 4471.46 ms
[2022-03-28 19:42:32	                main:574]	:	INFO	:	Epoch 1689 | loss: nan | val_loss: nan | Time: 4525.15 ms
[2022-03-28 19:42:36	                main:574]	:	INFO	:	Epoch 1690 | loss: nan | val_loss: nan | Time: 4505.94 ms
[2022-03-28 19:42:41	                main:574]	:	INFO	:	Epoch 1691 | loss: nan | val_loss: nan | Time: 4488.22 ms
[2022-03-28 19:42:46	                main:574]	:	INFO	:	Epoch 1692 | loss: nan | val_loss: nan | Time: 4579.47 ms
[2022-03-28 19:42:50	                main:574]	:	INFO	:	Epoch 1693 | loss: nan | val_loss: nan | Time: 4509.9 ms
[2022-03-28 19:42:55	                main:574]	:	INFO	:	Epoch 1694 | loss: nan | val_loss: nan | Time: 4508.81 ms
[2022-03-28 19:42:59	                main:574]	:	INFO	:	Epoch 1695 | loss: nan | val_loss: nan | Time: 4527.03 ms
[2022-03-28 19:43:04	                main:574]	:	INFO	:	Epoch 1696 | loss: nan | val_loss: nan | Time: 4501.39 ms
[2022-03-28 19:43:08	                main:574]	:	INFO	:	Epoch 1697 | loss: nan | val_loss: nan | Time: 4544.31 ms
[2022-03-28 19:43:13	                main:574]	:	INFO	:	Epoch 1698 | loss: nan | val_loss: nan | Time: 4519.45 ms
[2022-03-28 19:43:17	                main:574]	:	INFO	:	Epoch 1699 | loss: nan | val_loss: nan | Time: 4511.76 ms
[2022-03-28 19:43:22	                main:574]	:	INFO	:	Epoch 1700 | loss: nan | val_loss: nan | Time: 4515.96 ms
[2022-03-28 19:43:26	                main:574]	:	INFO	:	Epoch 1701 | loss: nan | val_loss: nan | Time: 4559.61 ms
[2022-03-28 19:43:31	                main:574]	:	INFO	:	Epoch 1702 | loss: nan | val_loss: nan | Time: 4562.23 ms
[2022-03-28 19:43:35	                main:574]	:	INFO	:	Epoch 1703 | loss: nan | val_loss: nan | Time: 4583.26 ms
[2022-03-28 19:43:40	                main:574]	:	INFO	:	Epoch 1704 | loss: nan | val_loss: nan | Time: 4525.27 ms
[2022-03-28 19:43:45	                main:574]	:	INFO	:	Epoch 1705 | loss: nan | val_loss: nan | Time: 4555.8 ms
[2022-03-28 19:43:49	                main:574]	:	INFO	:	Epoch 1706 | loss: nan | val_loss: nan | Time: 4537.9 ms
[2022-03-28 19:43:54	                main:574]	:	INFO	:	Epoch 1707 | loss: nan | val_loss: nan | Time: 4531.01 ms
[2022-03-28 19:43:58	                main:574]	:	INFO	:	Epoch 1708 | loss: nan | val_loss: nan | Time: 4555.7 ms
[2022-03-28 19:44:03	                main:574]	:	INFO	:	Epoch 1709 | loss: nan | val_loss: nan | Time: 4497.93 ms
[2022-03-28 19:44:07	                main:574]	:	INFO	:	Epoch 1710 | loss: nan | val_loss: nan | Time: 4520.09 ms
[2022-03-28 19:44:12	                main:574]	:	INFO	:	Epoch 1711 | loss: nan | val_loss: nan | Time: 4490.35 ms
[2022-03-28 19:44:16	                main:574]	:	INFO	:	Epoch 1712 | loss: nan | val_loss: nan | Time: 4540.55 ms
[2022-03-28 19:44:21	                main:574]	:	INFO	:	Epoch 1713 | loss: nan | val_loss: nan | Time: 4513.23 ms
[2022-03-28 19:44:25	                main:574]	:	INFO	:	Epoch 1714 | loss: nan | val_loss: nan | Time: 4528.88 ms
[2022-03-28 19:44:30	                main:574]	:	INFO	:	Epoch 1715 | loss: nan | val_loss: nan | Time: 4535.52 ms
[2022-03-28 19:44:34	                main:574]	:	INFO	:	Epoch 1716 | loss: nan | val_loss: nan | Time: 4436.45 ms
[2022-03-28 19:44:39	                main:574]	:	INFO	:	Epoch 1717 | loss: nan | val_loss: nan | Time: 4462.86 ms
[2022-03-28 19:44:43	                main:574]	:	INFO	:	Epoch 1718 | loss: nan | val_loss: nan | Time: 4503.7 ms
[2022-03-28 19:44:48	                main:574]	:	INFO	:	Epoch 1719 | loss: nan | val_loss: nan | Time: 4537.93 ms
[2022-03-28 19:44:52	                main:574]	:	INFO	:	Epoch 1720 | loss: nan | val_loss: nan | Time: 4528.94 ms
[2022-03-28 19:44:57	                main:574]	:	INFO	:	Epoch 1721 | loss: nan | val_loss: nan | Time: 4551.39 ms
[2022-03-28 19:45:01	                main:574]	:	INFO	:	Epoch 1722 | loss: nan | val_loss: nan | Time: 4555.87 ms
[2022-03-28 19:45:06	                main:574]	:	INFO	:	Epoch 1723 | loss: nan | val_loss: nan | Time: 4504.17 ms
[2022-03-28 19:45:10	                main:574]	:	INFO	:	Epoch 1724 | loss: nan | val_loss: nan | Time: 4499.56 ms
[2022-03-28 19:45:15	                main:574]	:	INFO	:	Epoch 1725 | loss: nan | val_loss: nan | Time: 4607.56 ms
[2022-03-28 19:45:20	                main:574]	:	INFO	:	Epoch 1726 | loss: nan | val_loss: nan | Time: 4532.88 ms
[2022-03-28 19:45:24	                main:574]	:	INFO	:	Epoch 1727 | loss: nan | val_loss: nan | Time: 4534.69 ms
[2022-03-28 19:45:29	                main:574]	:	INFO	:	Epoch 1728 | loss: nan | val_loss: nan | Time: 4555.03 ms
[2022-03-28 19:45:33	                main:574]	:	INFO	:	Epoch 1729 | loss: nan | val_loss: nan | Time: 4510.72 ms
[2022-03-28 19:45:38	                main:574]	:	INFO	:	Epoch 1730 | loss: nan | val_loss: nan | Time: 4488.27 ms
[2022-03-28 19:45:42	                main:574]	:	INFO	:	Epoch 1731 | loss: nan | val_loss: nan | Time: 4524.78 ms
[2022-03-28 19:45:47	                main:574]	:	INFO	:	Epoch 1732 | loss: nan | val_loss: nan | Time: 4453.45 ms
[2022-03-28 19:45:51	                main:574]	:	INFO	:	Epoch 1733 | loss: nan | val_loss: nan | Time: 4546.12 ms
[2022-03-28 19:45:56	                main:574]	:	INFO	:	Epoch 1734 | loss: nan | val_loss: nan | Time: 4565.72 ms
[2022-03-28 19:46:00	                main:574]	:	INFO	:	Epoch 1735 | loss: nan | val_loss: nan | Time: 4518.06 ms
[2022-03-28 19:46:05	                main:574]	:	INFO	:	Epoch 1736 | loss: nan | val_loss: nan | Time: 4581.48 ms
[2022-03-28 19:46:09	                main:574]	:	INFO	:	Epoch 1737 | loss: nan | val_loss: nan | Time: 4501.02 ms
[2022-03-28 19:46:14	                main:574]	:	INFO	:	Epoch 1738 | loss: nan | val_loss: nan | Time: 4547.41 ms
[2022-03-28 19:46:18	                main:574]	:	INFO	:	Epoch 1739 | loss: nan | val_loss: nan | Time: 4499.25 ms
[2022-03-28 19:46:23	                main:574]	:	INFO	:	Epoch 1740 | loss: nan | val_loss: nan | Time: 4495.93 ms
[2022-03-28 19:46:28	                main:574]	:	INFO	:	Epoch 1741 | loss: nan | val_loss: nan | Time: 4531.9 ms
[2022-03-28 19:46:32	                main:574]	:	INFO	:	Epoch 1742 | loss: nan | val_loss: nan | Time: 4558.84 ms
[2022-03-28 19:46:37	                main:574]	:	INFO	:	Epoch 1743 | loss: nan | val_loss: nan | Time: 4541.4 ms
[2022-03-28 19:46:41	                main:574]	:	INFO	:	Epoch 1744 | loss: nan | val_loss: nan | Time: 4558.19 ms
[2022-03-28 19:46:46	                main:574]	:	INFO	:	Epoch 1745 | loss: nan | val_loss: nan | Time: 4586.65 ms
[2022-03-28 19:46:50	                main:574]	:	INFO	:	Epoch 1746 | loss: nan | val_loss: nan | Time: 4516.82 ms
[2022-03-28 19:46:55	                main:574]	:	INFO	:	Epoch 1747 | loss: nan | val_loss: nan | Time: 4581.46 ms
[2022-03-28 19:46:59	                main:574]	:	INFO	:	Epoch 1748 | loss: nan | val_loss: nan | Time: 4583.69 ms
[2022-03-28 19:47:04	                main:574]	:	INFO	:	Epoch 1749 | loss: nan | val_loss: nan | Time: 4492.77 ms
[2022-03-28 19:47:08	                main:574]	:	INFO	:	Epoch 1750 | loss: nan | val_loss: nan | Time: 4504.32 ms
[2022-03-28 19:47:13	                main:574]	:	INFO	:	Epoch 1751 | loss: nan | val_loss: nan | Time: 4528.33 ms
[2022-03-28 19:47:18	                main:574]	:	INFO	:	Epoch 1752 | loss: nan | val_loss: nan | Time: 4530.51 ms
[2022-03-28 19:47:22	                main:574]	:	INFO	:	Epoch 1753 | loss: nan | val_loss: nan | Time: 4505.41 ms
[2022-03-28 19:47:27	                main:574]	:	INFO	:	Epoch 1754 | loss: nan | val_loss: nan | Time: 4469.63 ms
[2022-03-28 19:47:31	                main:574]	:	INFO	:	Epoch 1755 | loss: nan | val_loss: nan | Time: 4549.18 ms
[2022-03-28 19:47:36	                main:574]	:	INFO	:	Epoch 1756 | loss: nan | val_loss: nan | Time: 4462 ms
[2022-03-28 19:47:40	                main:574]	:	INFO	:	Epoch 1757 | loss: nan | val_loss: nan | Time: 4414.26 ms
[2022-03-28 19:47:45	                main:574]	:	INFO	:	Epoch 1758 | loss: nan | val_loss: nan | Time: 4539.56 ms
[2022-03-28 19:47:49	                main:574]	:	INFO	:	Epoch 1759 | loss: nan | val_loss: nan | Time: 4544.35 ms
[2022-03-28 19:47:54	                main:574]	:	INFO	:	Epoch 1760 | loss: nan | val_loss: nan | Time: 4494.66 ms
[2022-03-28 19:47:58	                main:574]	:	INFO	:	Epoch 1761 | loss: nan | val_loss: nan | Time: 4466.86 ms
[2022-03-28 19:48:03	                main:574]	:	INFO	:	Epoch 1762 | loss: nan | val_loss: nan | Time: 4488.04 ms
[2022-03-28 19:48:07	                main:574]	:	INFO	:	Epoch 1763 | loss: nan | val_loss: nan | Time: 4543.43 ms
[2022-03-28 19:48:12	                main:574]	:	INFO	:	Epoch 1764 | loss: nan | val_loss: nan | Time: 4482.46 ms
[2022-03-28 19:48:16	                main:574]	:	INFO	:	Epoch 1765 | loss: nan | val_loss: nan | Time: 4522.33 ms
[2022-03-28 19:48:21	                main:574]	:	INFO	:	Epoch 1766 | loss: nan | val_loss: nan | Time: 4528.28 ms
[2022-03-28 19:48:25	                main:574]	:	INFO	:	Epoch 1767 | loss: nan | val_loss: nan | Time: 4528.33 ms
[2022-03-28 19:48:30	                main:574]	:	INFO	:	Epoch 1768 | loss: nan | val_loss: nan | Time: 4593.94 ms
[2022-03-28 19:48:34	                main:574]	:	INFO	:	Epoch 1769 | loss: nan | val_loss: nan | Time: 4492.11 ms
[2022-03-28 19:48:39	                main:574]	:	INFO	:	Epoch 1770 | loss: nan | val_loss: nan | Time: 4503.61 ms
[2022-03-28 19:48:43	                main:574]	:	INFO	:	Epoch 1771 | loss: nan | val_loss: nan | Time: 4503.36 ms
[2022-03-28 19:48:48	                main:574]	:	INFO	:	Epoch 1772 | loss: nan | val_loss: nan | Time: 4517.6 ms
[2022-03-28 19:48:52	                main:574]	:	INFO	:	Epoch 1773 | loss: nan | val_loss: nan | Time: 4460.87 ms
[2022-03-28 19:48:57	                main:574]	:	INFO	:	Epoch 1774 | loss: nan | val_loss: nan | Time: 4464.87 ms
[2022-03-28 19:49:01	                main:574]	:	INFO	:	Epoch 1775 | loss: nan | val_loss: nan | Time: 4506.86 ms
[2022-03-28 19:49:06	                main:574]	:	INFO	:	Epoch 1776 | loss: nan | val_loss: nan | Time: 4533.02 ms
[2022-03-28 19:49:10	                main:574]	:	INFO	:	Epoch 1777 | loss: nan | val_loss: nan | Time: 4546.82 ms
[2022-03-28 19:49:15	                main:574]	:	INFO	:	Epoch 1778 | loss: nan | val_loss: nan | Time: 4514.74 ms
[2022-03-28 19:49:19	                main:574]	:	INFO	:	Epoch 1779 | loss: nan | val_loss: nan | Time: 4521.38 ms
[2022-03-28 19:49:24	                main:574]	:	INFO	:	Epoch 1780 | loss: nan | val_loss: nan | Time: 4457.05 ms
[2022-03-28 19:49:28	                main:574]	:	INFO	:	Epoch 1781 | loss: nan | val_loss: nan | Time: 4578.91 ms
[2022-03-28 19:49:33	                main:574]	:	INFO	:	Epoch 1782 | loss: nan | val_loss: nan | Time: 4572.12 ms
[2022-03-28 19:49:37	                main:574]	:	INFO	:	Epoch 1783 | loss: nan | val_loss: nan | Time: 4493.2 ms
[2022-03-28 19:49:42	                main:574]	:	INFO	:	Epoch 1784 | loss: nan | val_loss: nan | Time: 4506.06 ms
[2022-03-28 19:49:46	                main:574]	:	INFO	:	Epoch 1785 | loss: nan | val_loss: nan | Time: 4505.63 ms
[2022-03-28 19:49:51	                main:574]	:	INFO	:	Epoch 1786 | loss: nan | val_loss: nan | Time: 4523.27 ms
[2022-03-28 19:49:56	                main:574]	:	INFO	:	Epoch 1787 | loss: nan | val_loss: nan | Time: 4498.39 ms
[2022-03-28 19:50:00	                main:574]	:	INFO	:	Epoch 1788 | loss: nan | val_loss: nan | Time: 4484.42 ms
[2022-03-28 19:50:05	                main:574]	:	INFO	:	Epoch 1789 | loss: nan | val_loss: nan | Time: 4504.64 ms
[2022-03-28 19:50:09	                main:574]	:	INFO	:	Epoch 1790 | loss: nan | val_loss: nan | Time: 4502.27 ms
[2022-03-28 19:50:14	                main:574]	:	INFO	:	Epoch 1791 | loss: nan | val_loss: nan | Time: 4499.8 ms
[2022-03-28 19:50:18	                main:574]	:	INFO	:	Epoch 1792 | loss: nan | val_loss: nan | Time: 4507.54 ms
[2022-03-28 19:50:23	                main:574]	:	INFO	:	Epoch 1793 | loss: nan | val_loss: nan | Time: 4477.93 ms
[2022-03-28 19:50:27	                main:574]	:	INFO	:	Epoch 1794 | loss: nan | val_loss: nan | Time: 4502.1 ms
[2022-03-28 19:50:31	                main:574]	:	INFO	:	Epoch 1795 | loss: nan | val_loss: nan | Time: 4428.01 ms
[2022-03-28 19:50:36	                main:574]	:	INFO	:	Epoch 1796 | loss: nan | val_loss: nan | Time: 4516.62 ms
[2022-03-28 19:50:40	                main:574]	:	INFO	:	Epoch 1797 | loss: nan | val_loss: nan | Time: 4487.49 ms
[2022-03-28 19:50:45	                main:574]	:	INFO	:	Epoch 1798 | loss: nan | val_loss: nan | Time: 4500.63 ms
[2022-03-28 19:50:50	                main:574]	:	INFO	:	Epoch 1799 | loss: nan | val_loss: nan | Time: 4516.75 ms
[2022-03-28 19:50:54	                main:574]	:	INFO	:	Epoch 1800 | loss: nan | val_loss: nan | Time: 4517.95 ms
[2022-03-28 19:50:59	                main:574]	:	INFO	:	Epoch 1801 | loss: nan | val_loss: nan | Time: 4518.94 ms
[2022-03-28 19:51:03	                main:574]	:	INFO	:	Epoch 1802 | loss: nan | val_loss: nan | Time: 4536.04 ms
[2022-03-28 19:51:08	                main:574]	:	INFO	:	Epoch 1803 | loss: nan | val_loss: nan | Time: 4598.38 ms
[2022-03-28 19:51:12	                main:574]	:	INFO	:	Epoch 1804 | loss: nan | val_loss: nan | Time: 4505.06 ms
[2022-03-28 19:51:17	                main:574]	:	INFO	:	Epoch 1805 | loss: nan | val_loss: nan | Time: 4503.15 ms
[2022-03-28 19:51:21	                main:574]	:	INFO	:	Epoch 1806 | loss: nan | val_loss: nan | Time: 4523.04 ms
[2022-03-28 19:51:26	                main:574]	:	INFO	:	Epoch 1807 | loss: nan | val_loss: nan | Time: 4571.24 ms
[2022-03-28 19:51:30	                main:574]	:	INFO	:	Epoch 1808 | loss: nan | val_loss: nan | Time: 4505.16 ms
[2022-03-28 19:51:35	                main:574]	:	INFO	:	Epoch 1809 | loss: nan | val_loss: nan | Time: 4554.83 ms
[2022-03-28 19:51:39	                main:574]	:	INFO	:	Epoch 1810 | loss: nan | val_loss: nan | Time: 4535.39 ms
[2022-03-28 19:51:44	                main:574]	:	INFO	:	Epoch 1811 | loss: nan | val_loss: nan | Time: 4571.1 ms
[2022-03-28 19:51:49	                main:574]	:	INFO	:	Epoch 1812 | loss: nan | val_loss: nan | Time: 4577.09 ms
[2022-03-28 19:51:53	                main:574]	:	INFO	:	Epoch 1813 | loss: nan | val_loss: nan | Time: 4511.94 ms
[2022-03-28 19:51:58	                main:574]	:	INFO	:	Epoch 1814 | loss: nan | val_loss: nan | Time: 4527.46 ms
[2022-03-28 19:52:02	                main:574]	:	INFO	:	Epoch 1815 | loss: nan | val_loss: nan | Time: 4488.52 ms
[2022-03-28 19:52:07	                main:574]	:	INFO	:	Epoch 1816 | loss: nan | val_loss: nan | Time: 4502.82 ms
[2022-03-28 19:52:11	                main:574]	:	INFO	:	Epoch 1817 | loss: nan | val_loss: nan | Time: 4496.19 ms
[2022-03-28 19:52:16	                main:574]	:	INFO	:	Epoch 1818 | loss: nan | val_loss: nan | Time: 4584.1 ms
[2022-03-28 19:52:20	                main:574]	:	INFO	:	Epoch 1819 | loss: nan | val_loss: nan | Time: 4452.69 ms
[2022-03-28 19:52:25	                main:574]	:	INFO	:	Epoch 1820 | loss: nan | val_loss: nan | Time: 4509.79 ms
[2022-03-28 19:52:29	                main:574]	:	INFO	:	Epoch 1821 | loss: nan | val_loss: nan | Time: 4541.17 ms
[2022-03-28 19:52:34	                main:574]	:	INFO	:	Epoch 1822 | loss: nan | val_loss: nan | Time: 4495.1 ms
[2022-03-28 19:52:38	                main:574]	:	INFO	:	Epoch 1823 | loss: nan | val_loss: nan | Time: 4565.29 ms
[2022-03-28 19:52:43	                main:574]	:	INFO	:	Epoch 1824 | loss: nan | val_loss: nan | Time: 4491.05 ms
[2022-03-28 19:52:47	                main:574]	:	INFO	:	Epoch 1825 | loss: nan | val_loss: nan | Time: 4451.8 ms
[2022-03-28 19:52:52	                main:574]	:	INFO	:	Epoch 1826 | loss: nan | val_loss: nan | Time: 4509.65 ms
[2022-03-28 19:52:56	                main:574]	:	INFO	:	Epoch 1827 | loss: nan | val_loss: nan | Time: 4504.04 ms
[2022-03-28 19:53:01	                main:574]	:	INFO	:	Epoch 1828 | loss: nan | val_loss: nan | Time: 4576.88 ms
[2022-03-28 19:53:05	                main:574]	:	INFO	:	Epoch 1829 | loss: nan | val_loss: nan | Time: 4477.43 ms
[2022-03-28 19:53:10	                main:574]	:	INFO	:	Epoch 1830 | loss: nan | val_loss: nan | Time: 4569.73 ms
[2022-03-28 19:53:14	                main:574]	:	INFO	:	Epoch 1831 | loss: nan | val_loss: nan | Time: 4477.01 ms
[2022-03-28 19:53:19	                main:574]	:	INFO	:	Epoch 1832 | loss: nan | val_loss: nan | Time: 4575.71 ms
[2022-03-28 19:53:24	                main:574]	:	INFO	:	Epoch 1833 | loss: nan | val_loss: nan | Time: 4570.67 ms
[2022-03-28 19:53:28	                main:574]	:	INFO	:	Epoch 1834 | loss: nan | val_loss: nan | Time: 4569.37 ms
[2022-03-28 19:53:33	                main:574]	:	INFO	:	Epoch 1835 | loss: nan | val_loss: nan | Time: 4528.5 ms
[2022-03-28 19:53:37	                main:574]	:	INFO	:	Epoch 1836 | loss: nan | val_loss: nan | Time: 4559.64 ms
[2022-03-28 19:53:42	                main:574]	:	INFO	:	Epoch 1837 | loss: nan | val_loss: nan | Time: 4524.31 ms
[2022-03-28 19:53:46	                main:574]	:	INFO	:	Epoch 1838 | loss: nan | val_loss: nan | Time: 4519.53 ms
[2022-03-28 19:53:51	                main:574]	:	INFO	:	Epoch 1839 | loss: nan | val_loss: nan | Time: 4576.08 ms
[2022-03-28 19:53:55	                main:574]	:	INFO	:	Epoch 1840 | loss: nan | val_loss: nan | Time: 4490.3 ms
[2022-03-28 19:54:00	                main:574]	:	INFO	:	Epoch 1841 | loss: nan | val_loss: nan | Time: 4540.29 ms
[2022-03-28 19:54:04	                main:574]	:	INFO	:	Epoch 1842 | loss: nan | val_loss: nan | Time: 4533.78 ms
[2022-03-28 19:54:09	                main:574]	:	INFO	:	Epoch 1843 | loss: nan | val_loss: nan | Time: 4469.71 ms
[2022-03-28 19:54:13	                main:574]	:	INFO	:	Epoch 1844 | loss: nan | val_loss: nan | Time: 4502.1 ms
[2022-03-28 19:54:18	                main:574]	:	INFO	:	Epoch 1845 | loss: nan | val_loss: nan | Time: 4551.31 ms
[2022-03-28 19:54:23	                main:574]	:	INFO	:	Epoch 1846 | loss: nan | val_loss: nan | Time: 4561.78 ms
[2022-03-28 19:54:27	                main:574]	:	INFO	:	Epoch 1847 | loss: nan | val_loss: nan | Time: 4532.04 ms
[2022-03-28 19:54:32	                main:574]	:	INFO	:	Epoch 1848 | loss: nan | val_loss: nan | Time: 4484.14 ms
[2022-03-28 19:54:36	                main:574]	:	INFO	:	Epoch 1849 | loss: nan | val_loss: nan | Time: 4415.92 ms
[2022-03-28 19:54:41	                main:574]	:	INFO	:	Epoch 1850 | loss: nan | val_loss: nan | Time: 4565.38 ms
[2022-03-28 19:54:45	                main:574]	:	INFO	:	Epoch 1851 | loss: nan | val_loss: nan | Time: 4561.6 ms
[2022-03-28 19:54:50	                main:574]	:	INFO	:	Epoch 1852 | loss: nan | val_loss: nan | Time: 4567.36 ms
[2022-03-28 19:54:54	                main:574]	:	INFO	:	Epoch 1853 | loss: nan | val_loss: nan | Time: 4504.44 ms
[2022-03-28 19:54:59	                main:574]	:	INFO	:	Epoch 1854 | loss: nan | val_loss: nan | Time: 4545.88 ms
[2022-03-28 19:55:03	                main:574]	:	INFO	:	Epoch 1855 | loss: nan | val_loss: nan | Time: 4571.55 ms
[2022-03-28 19:55:08	                main:574]	:	INFO	:	Epoch 1856 | loss: nan | val_loss: nan | Time: 4520.18 ms
[2022-03-28 19:55:12	                main:574]	:	INFO	:	Epoch 1857 | loss: nan | val_loss: nan | Time: 4484.78 ms
[2022-03-28 19:55:17	                main:574]	:	INFO	:	Epoch 1858 | loss: nan | val_loss: nan | Time: 4486.85 ms
[2022-03-28 19:55:21	                main:574]	:	INFO	:	Epoch 1859 | loss: nan | val_loss: nan | Time: 4550.48 ms
[2022-03-28 19:55:26	                main:574]	:	INFO	:	Epoch 1860 | loss: nan | val_loss: nan | Time: 4550.05 ms
[2022-03-28 19:55:30	                main:574]	:	INFO	:	Epoch 1861 | loss: nan | val_loss: nan | Time: 4501.9 ms
[2022-03-28 19:55:35	                main:574]	:	INFO	:	Epoch 1862 | loss: nan | val_loss: nan | Time: 4524.1 ms
[2022-03-28 19:55:40	                main:574]	:	INFO	:	Epoch 1863 | loss: nan | val_loss: nan | Time: 4537.5 ms
[2022-03-28 19:55:44	                main:574]	:	INFO	:	Epoch 1864 | loss: nan | val_loss: nan | Time: 4498.27 ms
[2022-03-28 19:55:49	                main:574]	:	INFO	:	Epoch 1865 | loss: nan | val_loss: nan | Time: 4507.71 ms
[2022-03-28 19:55:53	                main:574]	:	INFO	:	Epoch 1866 | loss: nan | val_loss: nan | Time: 4543.07 ms
[2022-03-28 19:55:58	                main:574]	:	INFO	:	Epoch 1867 | loss: nan | val_loss: nan | Time: 4506.87 ms
[2022-03-28 19:56:02	                main:574]	:	INFO	:	Epoch 1868 | loss: nan | val_loss: nan | Time: 4500.04 ms
[2022-03-28 19:56:07	                main:574]	:	INFO	:	Epoch 1869 | loss: nan | val_loss: nan | Time: 4486.26 ms
[2022-03-28 19:56:11	                main:574]	:	INFO	:	Epoch 1870 | loss: nan | val_loss: nan | Time: 4542.44 ms
[2022-03-28 19:56:16	                main:574]	:	INFO	:	Epoch 1871 | loss: nan | val_loss: nan | Time: 4526.81 ms
[2022-03-28 19:56:20	                main:574]	:	INFO	:	Epoch 1872 | loss: nan | val_loss: nan | Time: 4556.06 ms
[2022-03-28 19:56:25	                main:574]	:	INFO	:	Epoch 1873 | loss: nan | val_loss: nan | Time: 4543.73 ms
[2022-03-28 19:56:29	                main:574]	:	INFO	:	Epoch 1874 | loss: nan | val_loss: nan | Time: 4516.96 ms
[2022-03-28 19:56:34	                main:574]	:	INFO	:	Epoch 1875 | loss: nan | val_loss: nan | Time: 4542.18 ms
[2022-03-28 19:56:38	                main:574]	:	INFO	:	Epoch 1876 | loss: nan | val_loss: nan | Time: 4557.94 ms
[2022-03-28 19:56:43	                main:574]	:	INFO	:	Epoch 1877 | loss: nan | val_loss: nan | Time: 4498.47 ms
[2022-03-28 19:56:47	                main:574]	:	INFO	:	Epoch 1878 | loss: nan | val_loss: nan | Time: 4511.88 ms
[2022-03-28 19:56:52	                main:574]	:	INFO	:	Epoch 1879 | loss: nan | val_loss: nan | Time: 4501.04 ms
[2022-03-28 19:56:56	                main:574]	:	INFO	:	Epoch 1880 | loss: nan | val_loss: nan | Time: 4498.18 ms
[2022-03-28 19:57:01	                main:574]	:	INFO	:	Epoch 1881 | loss: nan | val_loss: nan | Time: 4559.52 ms
[2022-03-28 19:57:06	                main:574]	:	INFO	:	Epoch 1882 | loss: nan | val_loss: nan | Time: 4503.88 ms
[2022-03-28 19:57:10	                main:574]	:	INFO	:	Epoch 1883 | loss: nan | val_loss: nan | Time: 4540.32 ms
[2022-03-28 19:57:15	                main:574]	:	INFO	:	Epoch 1884 | loss: nan | val_loss: nan | Time: 4497.46 ms
[2022-03-28 19:57:19	                main:574]	:	INFO	:	Epoch 1885 | loss: nan | val_loss: nan | Time: 4562.08 ms
[2022-03-28 19:57:24	                main:574]	:	INFO	:	Epoch 1886 | loss: nan | val_loss: nan | Time: 4528.69 ms
[2022-03-28 19:57:28	                main:574]	:	INFO	:	Epoch 1887 | loss: nan | val_loss: nan | Time: 4579.3 ms
[2022-03-28 19:57:33	                main:574]	:	INFO	:	Epoch 1888 | loss: nan | val_loss: nan | Time: 4554.49 ms
[2022-03-28 19:57:37	                main:574]	:	INFO	:	Epoch 1889 | loss: nan | val_loss: nan | Time: 4444 ms
[2022-03-28 19:57:42	                main:574]	:	INFO	:	Epoch 1890 | loss: nan | val_loss: nan | Time: 4552.6 ms
[2022-03-28 19:57:46	                main:574]	:	INFO	:	Epoch 1891 | loss: nan | val_loss: nan | Time: 4494.48 ms
[2022-03-28 19:57:51	                main:574]	:	INFO	:	Epoch 1892 | loss: nan | val_loss: nan | Time: 4487.82 ms
[2022-03-28 19:57:55	                main:574]	:	INFO	:	Epoch 1893 | loss: nan | val_loss: nan | Time: 4449.52 ms
[2022-03-28 19:58:00	                main:574]	:	INFO	:	Epoch 1894 | loss: nan | val_loss: nan | Time: 4516.51 ms
[2022-03-28 19:58:04	                main:574]	:	INFO	:	Epoch 1895 | loss: nan | val_loss: nan | Time: 4479.9 ms
[2022-03-28 19:58:09	                main:574]	:	INFO	:	Epoch 1896 | loss: nan | val_loss: nan | Time: 4489.91 ms
[2022-03-28 19:58:13	                main:574]	:	INFO	:	Epoch 1897 | loss: nan | val_loss: nan | Time: 4484.42 ms
[2022-03-28 19:58:18	                main:574]	:	INFO	:	Epoch 1898 | loss: nan | val_loss: nan | Time: 4536.04 ms
[2022-03-28 19:58:22	                main:574]	:	INFO	:	Epoch 1899 | loss: nan | val_loss: nan | Time: 4487.86 ms
[2022-03-28 19:58:27	                main:574]	:	INFO	:	Epoch 1900 | loss: nan | val_loss: nan | Time: 4471.21 ms
[2022-03-28 19:58:31	                main:574]	:	INFO	:	Epoch 1901 | loss: nan | val_loss: nan | Time: 4494 ms
[2022-03-28 19:58:36	                main:574]	:	INFO	:	Epoch 1902 | loss: nan | val_loss: nan | Time: 4551.42 ms
[2022-03-28 19:58:40	                main:574]	:	INFO	:	Epoch 1903 | loss: nan | val_loss: nan | Time: 4559.46 ms
[2022-03-28 19:58:45	                main:574]	:	INFO	:	Epoch 1904 | loss: nan | val_loss: nan | Time: 4535.84 ms
[2022-03-28 19:58:49	                main:574]	:	INFO	:	Epoch 1905 | loss: nan | val_loss: nan | Time: 4527.39 ms
[2022-03-28 19:58:54	                main:574]	:	INFO	:	Epoch 1906 | loss: nan | val_loss: nan | Time: 4488.15 ms
[2022-03-28 19:58:58	                main:574]	:	INFO	:	Epoch 1907 | loss: nan | val_loss: nan | Time: 4512.72 ms
[2022-03-28 19:59:03	                main:574]	:	INFO	:	Epoch 1908 | loss: nan | val_loss: nan | Time: 4516.71 ms
[2022-03-28 19:59:07	                main:574]	:	INFO	:	Epoch 1909 | loss: nan | val_loss: nan | Time: 4519.66 ms
[2022-03-28 19:59:12	                main:574]	:	INFO	:	Epoch 1910 | loss: nan | val_loss: nan | Time: 4495.38 ms
[2022-03-28 19:59:17	                main:574]	:	INFO	:	Epoch 1911 | loss: nan | val_loss: nan | Time: 4530.11 ms
[2022-03-28 19:59:21	                main:574]	:	INFO	:	Epoch 1912 | loss: nan | val_loss: nan | Time: 4479.88 ms
[2022-03-28 19:59:26	                main:574]	:	INFO	:	Epoch 1913 | loss: nan | val_loss: nan | Time: 4546.6 ms
[2022-03-28 19:59:30	                main:574]	:	INFO	:	Epoch 1914 | loss: nan | val_loss: nan | Time: 4518.92 ms
[2022-03-28 19:59:35	                main:574]	:	INFO	:	Epoch 1915 | loss: nan | val_loss: nan | Time: 4609.76 ms
[2022-03-28 19:59:39	                main:574]	:	INFO	:	Epoch 1916 | loss: nan | val_loss: nan | Time: 4520.42 ms
[2022-03-28 19:59:44	                main:574]	:	INFO	:	Epoch 1917 | loss: nan | val_loss: nan | Time: 4517.93 ms
[2022-03-28 19:59:48	                main:574]	:	INFO	:	Epoch 1918 | loss: nan | val_loss: nan | Time: 4487.32 ms
[2022-03-28 19:59:53	                main:574]	:	INFO	:	Epoch 1919 | loss: nan | val_loss: nan | Time: 4554.57 ms
[2022-03-28 19:59:57	                main:574]	:	INFO	:	Epoch 1920 | loss: nan | val_loss: nan | Time: 4473.98 ms
[2022-03-28 20:00:02	                main:574]	:	INFO	:	Epoch 1921 | loss: nan | val_loss: nan | Time: 4470.04 ms
[2022-03-28 20:00:06	                main:574]	:	INFO	:	Epoch 1922 | loss: nan | val_loss: nan | Time: 4460.49 ms
[2022-03-28 20:00:11	                main:574]	:	INFO	:	Epoch 1923 | loss: nan | val_loss: nan | Time: 4482.58 ms
[2022-03-28 20:00:15	                main:574]	:	INFO	:	Epoch 1924 | loss: nan | val_loss: nan | Time: 4445.58 ms
[2022-03-28 20:00:20	                main:574]	:	INFO	:	Epoch 1925 | loss: nan | val_loss: nan | Time: 4555.31 ms
[2022-03-28 20:00:24	                main:574]	:	INFO	:	Epoch 1926 | loss: nan | val_loss: nan | Time: 4550.76 ms
[2022-03-28 20:00:29	                main:574]	:	INFO	:	Epoch 1927 | loss: nan | val_loss: nan | Time: 4496.88 ms
[2022-03-28 20:00:33	                main:574]	:	INFO	:	Epoch 1928 | loss: nan | val_loss: nan | Time: 4473.45 ms
[2022-03-28 20:00:38	                main:574]	:	INFO	:	Epoch 1929 | loss: nan | val_loss: nan | Time: 4537.71 ms
[2022-03-28 20:00:42	                main:574]	:	INFO	:	Epoch 1930 | loss: nan | val_loss: nan | Time: 4498.04 ms
[2022-03-28 20:00:47	                main:574]	:	INFO	:	Epoch 1931 | loss: nan | val_loss: nan | Time: 4488.67 ms
[2022-03-28 20:00:51	                main:574]	:	INFO	:	Epoch 1932 | loss: nan | val_loss: nan | Time: 4541.94 ms
[2022-03-28 20:00:56	                main:574]	:	INFO	:	Epoch 1933 | loss: nan | val_loss: nan | Time: 4493.22 ms
[2022-03-28 20:01:00	                main:574]	:	INFO	:	Epoch 1934 | loss: nan | val_loss: nan | Time: 4496.39 ms
[2022-03-28 20:01:05	                main:574]	:	INFO	:	Epoch 1935 | loss: nan | val_loss: nan | Time: 4548.89 ms
[2022-03-28 20:01:09	                main:574]	:	INFO	:	Epoch 1936 | loss: nan | val_loss: nan | Time: 4523.97 ms
[2022-03-28 20:01:14	                main:574]	:	INFO	:	Epoch 1937 | loss: nan | val_loss: nan | Time: 4482.03 ms
[2022-03-28 20:01:18	                main:574]	:	INFO	:	Epoch 1938 | loss: nan | val_loss: nan | Time: 4568.93 ms
[2022-03-28 20:01:23	                main:574]	:	INFO	:	Epoch 1939 | loss: nan | val_loss: nan | Time: 4484.27 ms
[2022-03-28 20:01:27	                main:574]	:	INFO	:	Epoch 1940 | loss: nan | val_loss: nan | Time: 4497.15 ms
[2022-03-28 20:01:32	                main:574]	:	INFO	:	Epoch 1941 | loss: nan | val_loss: nan | Time: 4471.24 ms
[2022-03-28 20:01:37	                main:574]	:	INFO	:	Epoch 1942 | loss: nan | val_loss: nan | Time: 4584.07 ms
[2022-03-28 20:01:41	                main:574]	:	INFO	:	Epoch 1943 | loss: nan | val_loss: nan | Time: 4480.86 ms
[2022-03-28 20:01:45	                main:574]	:	INFO	:	Epoch 1944 | loss: nan | val_loss: nan | Time: 4437.11 ms
[2022-03-28 20:01:50	                main:574]	:	INFO	:	Epoch 1945 | loss: nan | val_loss: nan | Time: 4502.09 ms
[2022-03-28 20:01:54	                main:574]	:	INFO	:	Epoch 1946 | loss: nan | val_loss: nan | Time: 4491.04 ms
[2022-03-28 20:01:59	                main:574]	:	INFO	:	Epoch 1947 | loss: nan | val_loss: nan | Time: 4532.09 ms
[2022-03-28 20:02:03	                main:574]	:	INFO	:	Epoch 1948 | loss: nan | val_loss: nan | Time: 4498.15 ms
[2022-03-28 20:02:08	                main:574]	:	INFO	:	Epoch 1949 | loss: nan | val_loss: nan | Time: 4514.95 ms
[2022-03-28 20:02:12	                main:574]	:	INFO	:	Epoch 1950 | loss: nan | val_loss: nan | Time: 4466.77 ms
[2022-03-28 20:02:17	                main:574]	:	INFO	:	Epoch 1951 | loss: nan | val_loss: nan | Time: 4511.62 ms
[2022-03-28 20:02:22	                main:574]	:	INFO	:	Epoch 1952 | loss: nan | val_loss: nan | Time: 4536.51 ms
[2022-03-28 20:02:26	                main:574]	:	INFO	:	Epoch 1953 | loss: nan | val_loss: nan | Time: 4526.95 ms
[2022-03-28 20:02:31	                main:574]	:	INFO	:	Epoch 1954 | loss: nan | val_loss: nan | Time: 4522.22 ms
[2022-03-28 20:02:35	                main:574]	:	INFO	:	Epoch 1955 | loss: nan | val_loss: nan | Time: 4477.9 ms
[2022-03-28 20:02:40	                main:574]	:	INFO	:	Epoch 1956 | loss: nan | val_loss: nan | Time: 4497.87 ms
[2022-03-28 20:02:44	                main:574]	:	INFO	:	Epoch 1957 | loss: nan | val_loss: nan | Time: 4535.48 ms
[2022-03-28 20:02:49	                main:574]	:	INFO	:	Epoch 1958 | loss: nan | val_loss: nan | Time: 4573.33 ms
[2022-03-28 20:02:53	                main:574]	:	INFO	:	Epoch 1959 | loss: nan | val_loss: nan | Time: 4494.73 ms
[2022-03-28 20:02:58	                main:574]	:	INFO	:	Epoch 1960 | loss: nan | val_loss: nan | Time: 4527.23 ms
[2022-03-28 20:03:02	                main:574]	:	INFO	:	Epoch 1961 | loss: nan | val_loss: nan | Time: 4577.02 ms
[2022-03-28 20:03:07	                main:574]	:	INFO	:	Epoch 1962 | loss: nan | val_loss: nan | Time: 4508.97 ms
[2022-03-28 20:03:11	                main:574]	:	INFO	:	Epoch 1963 | loss: nan | val_loss: nan | Time: 4559.6 ms
[2022-03-28 20:03:16	                main:574]	:	INFO	:	Epoch 1964 | loss: nan | val_loss: nan | Time: 4457.13 ms
[2022-03-28 20:03:20	                main:574]	:	INFO	:	Epoch 1965 | loss: nan | val_loss: nan | Time: 4509.72 ms
[2022-03-28 20:03:25	                main:574]	:	INFO	:	Epoch 1966 | loss: nan | val_loss: nan | Time: 4513.35 ms
[2022-03-28 20:03:29	                main:574]	:	INFO	:	Epoch 1967 | loss: nan | val_loss: nan | Time: 4526.16 ms
[2022-03-28 20:03:34	                main:574]	:	INFO	:	Epoch 1968 | loss: nan | val_loss: nan | Time: 4565.67 ms
[2022-03-28 20:03:38	                main:574]	:	INFO	:	Epoch 1969 | loss: nan | val_loss: nan | Time: 4446.1 ms
[2022-03-28 20:03:43	                main:574]	:	INFO	:	Epoch 1970 | loss: nan | val_loss: nan | Time: 4558.49 ms
[2022-03-28 20:03:47	                main:574]	:	INFO	:	Epoch 1971 | loss: nan | val_loss: nan | Time: 4474.84 ms
[2022-03-28 20:03:52	                main:574]	:	INFO	:	Epoch 1972 | loss: nan | val_loss: nan | Time: 4523.62 ms
[2022-03-28 20:03:56	                main:574]	:	INFO	:	Epoch 1973 | loss: nan | val_loss: nan | Time: 4473.45 ms
[2022-03-28 20:04:01	                main:574]	:	INFO	:	Epoch 1974 | loss: nan | val_loss: nan | Time: 4520.32 ms
[2022-03-28 20:04:06	                main:574]	:	INFO	:	Epoch 1975 | loss: nan | val_loss: nan | Time: 4500.5 ms
[2022-03-28 20:04:10	                main:574]	:	INFO	:	Epoch 1976 | loss: nan | val_loss: nan | Time: 4543.79 ms
[2022-03-28 20:04:15	                main:574]	:	INFO	:	Epoch 1977 | loss: nan | val_loss: nan | Time: 4453.64 ms
[2022-03-28 20:04:19	                main:574]	:	INFO	:	Epoch 1978 | loss: nan | val_loss: nan | Time: 4499.07 ms
[2022-03-28 20:04:24	                main:574]	:	INFO	:	Epoch 1979 | loss: nan | val_loss: nan | Time: 4559.26 ms
[2022-03-28 20:04:28	                main:574]	:	INFO	:	Epoch 1980 | loss: nan | val_loss: nan | Time: 4502.14 ms
[2022-03-28 20:04:33	                main:574]	:	INFO	:	Epoch 1981 | loss: nan | val_loss: nan | Time: 4540.53 ms
[2022-03-28 20:04:37	                main:574]	:	INFO	:	Epoch 1982 | loss: nan | val_loss: nan | Time: 4497.12 ms
[2022-03-28 20:04:42	                main:574]	:	INFO	:	Epoch 1983 | loss: nan | val_loss: nan | Time: 4525.28 ms
[2022-03-28 20:04:46	                main:574]	:	INFO	:	Epoch 1984 | loss: nan | val_loss: nan | Time: 4518.89 ms
[2022-03-28 20:04:51	                main:574]	:	INFO	:	Epoch 1985 | loss: nan | val_loss: nan | Time: 4512.77 ms
[2022-03-28 20:04:55	                main:574]	:	INFO	:	Epoch 1986 | loss: nan | val_loss: nan | Time: 4519.37 ms
[2022-03-28 20:05:00	                main:574]	:	INFO	:	Epoch 1987 | loss: nan | val_loss: nan | Time: 4501.88 ms
[2022-03-28 20:05:04	                main:574]	:	INFO	:	Epoch 1988 | loss: nan | val_loss: nan | Time: 4481.42 ms
[2022-03-28 20:05:09	                main:574]	:	INFO	:	Epoch 1989 | loss: nan | val_loss: nan | Time: 4487.06 ms
[2022-03-28 20:05:13	                main:574]	:	INFO	:	Epoch 1990 | loss: nan | val_loss: nan | Time: 4486.87 ms
[2022-03-28 20:05:18	                main:574]	:	INFO	:	Epoch 1991 | loss: nan | val_loss: nan | Time: 4552.13 ms
[2022-03-28 20:05:22	                main:574]	:	INFO	:	Epoch 1992 | loss: nan | val_loss: nan | Time: 4525.81 ms
[2022-03-28 20:05:27	                main:574]	:	INFO	:	Epoch 1993 | loss: nan | val_loss: nan | Time: 4469.05 ms
[2022-03-28 20:05:31	                main:574]	:	INFO	:	Epoch 1994 | loss: nan | val_loss: nan | Time: 4529.4 ms
[2022-03-28 20:05:36	                main:574]	:	INFO	:	Epoch 1995 | loss: nan | val_loss: nan | Time: 4506.56 ms
[2022-03-28 20:05:40	                main:574]	:	INFO	:	Epoch 1996 | loss: nan | val_loss: nan | Time: 4582.96 ms
[2022-03-28 20:05:45	                main:574]	:	INFO	:	Epoch 1997 | loss: nan | val_loss: nan | Time: 4588.81 ms
[2022-03-28 20:05:50	                main:574]	:	INFO	:	Epoch 1998 | loss: nan | val_loss: nan | Time: 4541.81 ms
[2022-03-28 20:05:54	                main:574]	:	INFO	:	Epoch 1999 | loss: nan | val_loss: nan | Time: 4552.44 ms
[2022-03-28 20:05:59	                main:574]	:	INFO	:	Epoch 2000 | loss: nan | val_loss: nan | Time: 4491.7 ms
[2022-03-28 20:06:03	                main:574]	:	INFO	:	Epoch 2001 | loss: nan | val_loss: nan | Time: 4490.07 ms
[2022-03-28 20:06:08	                main:574]	:	INFO	:	Epoch 2002 | loss: nan | val_loss: nan | Time: 4469.04 ms
[2022-03-28 20:06:12	                main:574]	:	INFO	:	Epoch 2003 | loss: nan | val_loss: nan | Time: 4577 ms
[2022-03-28 20:06:17	                main:574]	:	INFO	:	Epoch 2004 | loss: nan | val_loss: nan | Time: 4541 ms
[2022-03-28 20:06:21	                main:574]	:	INFO	:	Epoch 2005 | loss: nan | val_loss: nan | Time: 4575.93 ms
[2022-03-28 20:06:26	                main:574]	:	INFO	:	Epoch 2006 | loss: nan | val_loss: nan | Time: 4498.69 ms
[2022-03-28 20:06:30	                main:574]	:	INFO	:	Epoch 2007 | loss: nan | val_loss: nan | Time: 4503.76 ms
[2022-03-28 20:06:35	                main:574]	:	INFO	:	Epoch 2008 | loss: nan | val_loss: nan | Time: 4540.27 ms
[2022-03-28 20:06:39	                main:574]	:	INFO	:	Epoch 2009 | loss: nan | val_loss: nan | Time: 4489.5 ms
[2022-03-28 20:06:44	                main:574]	:	INFO	:	Epoch 2010 | loss: nan | val_loss: nan | Time: 4606.4 ms
[2022-03-28 20:06:48	                main:574]	:	INFO	:	Epoch 2011 | loss: nan | val_loss: nan | Time: 4457.7 ms
[2022-03-28 20:06:53	                main:574]	:	INFO	:	Epoch 2012 | loss: nan | val_loss: nan | Time: 4566.59 ms
[2022-03-28 20:06:58	                main:574]	:	INFO	:	Epoch 2013 | loss: nan | val_loss: nan | Time: 4551.41 ms
[2022-03-28 20:07:02	                main:574]	:	INFO	:	Epoch 2014 | loss: nan | val_loss: nan | Time: 4512.04 ms
[2022-03-28 20:07:06	                main:574]	:	INFO	:	Epoch 2015 | loss: nan | val_loss: nan | Time: 4452.49 ms
[2022-03-28 20:07:11	                main:574]	:	INFO	:	Epoch 2016 | loss: nan | val_loss: nan | Time: 4576.61 ms
[2022-03-28 20:07:16	                main:574]	:	INFO	:	Epoch 2017 | loss: nan | val_loss: nan | Time: 4469.94 ms
[2022-03-28 20:07:20	                main:574]	:	INFO	:	Epoch 2018 | loss: nan | val_loss: nan | Time: 4479.76 ms
[2022-03-28 20:07:25	                main:574]	:	INFO	:	Epoch 2019 | loss: nan | val_loss: nan | Time: 4483.59 ms
[2022-03-28 20:07:29	                main:574]	:	INFO	:	Epoch 2020 | loss: nan | val_loss: nan | Time: 4549.94 ms
[2022-03-28 20:07:34	                main:574]	:	INFO	:	Epoch 2021 | loss: nan | val_loss: nan | Time: 4463.3 ms
[2022-03-28 20:07:38	                main:574]	:	INFO	:	Epoch 2022 | loss: nan | val_loss: nan | Time: 4487.95 ms
[2022-03-28 20:07:43	                main:574]	:	INFO	:	Epoch 2023 | loss: nan | val_loss: nan | Time: 4476.15 ms
[2022-03-28 20:07:47	                main:574]	:	INFO	:	Epoch 2024 | loss: nan | val_loss: nan | Time: 4512.61 ms
[2022-03-28 20:07:52	                main:574]	:	INFO	:	Epoch 2025 | loss: nan | val_loss: nan | Time: 4511.09 ms
[2022-03-28 20:07:56	                main:574]	:	INFO	:	Epoch 2026 | loss: nan | val_loss: nan | Time: 4476.94 ms
[2022-03-28 20:08:01	                main:574]	:	INFO	:	Epoch 2027 | loss: nan | val_loss: nan | Time: 4498.33 ms
[2022-03-28 20:08:05	                main:574]	:	INFO	:	Epoch 2028 | loss: nan | val_loss: nan | Time: 4514.24 ms
[2022-03-28 20:08:10	                main:574]	:	INFO	:	Epoch 2029 | loss: nan | val_loss: nan | Time: 4577.91 ms
[2022-03-28 20:08:14	                main:574]	:	INFO	:	Epoch 2030 | loss: nan | val_loss: nan | Time: 4493.33 ms
[2022-03-28 20:08:19	                main:574]	:	INFO	:	Epoch 2031 | loss: nan | val_loss: nan | Time: 4456.18 ms
[2022-03-28 20:08:23	                main:574]	:	INFO	:	Epoch 2032 | loss: nan | val_loss: nan | Time: 4579.53 ms
[2022-03-28 20:08:28	                main:574]	:	INFO	:	Epoch 2033 | loss: nan | val_loss: nan | Time: 4477.03 ms
[2022-03-28 20:08:32	                main:574]	:	INFO	:	Epoch 2034 | loss: nan | val_loss: nan | Time: 4501.44 ms
[2022-03-28 20:08:37	                main:574]	:	INFO	:	Epoch 2035 | loss: nan | val_loss: nan | Time: 4494.26 ms
[2022-03-28 20:08:41	                main:574]	:	INFO	:	Epoch 2036 | loss: nan | val_loss: nan | Time: 4486.13 ms
[2022-03-28 20:08:46	                main:574]	:	INFO	:	Epoch 2037 | loss: nan | val_loss: nan | Time: 4499.04 ms
[2022-03-28 20:08:50	                main:574]	:	INFO	:	Epoch 2038 | loss: nan | val_loss: nan | Time: 4501.11 ms
[2022-03-28 20:08:55	                main:574]	:	INFO	:	Epoch 2039 | loss: nan | val_loss: nan | Time: 4530.4 ms
[2022-03-28 20:08:59	                main:574]	:	INFO	:	Epoch 2040 | loss: nan | val_loss: nan | Time: 4509.47 ms
[2022-03-28 20:09:04	                main:574]	:	INFO	:	Epoch 2041 | loss: nan | val_loss: nan | Time: 4505.83 ms
[2022-03-28 20:09:08	                main:574]	:	INFO	:	Epoch 2042 | loss: nan | val_loss: nan | Time: 4505.95 ms
[2022-03-28 20:09:13	                main:574]	:	INFO	:	Epoch 2043 | loss: nan | val_loss: nan | Time: 4556.46 ms
[2022-03-28 20:09:17	                main:574]	:	INFO	:	Epoch 2044 | loss: nan | val_loss: nan | Time: 4571.91 ms
[2022-03-28 20:09:22	                main:574]	:	INFO	:	Epoch 2045 | loss: nan | val_loss: nan | Time: 4533.87 ms
[2022-03-28 20:09:26	                main:574]	:	INFO	:	Epoch 2046 | loss: nan | val_loss: nan | Time: 4568.07 ms
[2022-03-28 20:09:31	                main:574]	:	INFO	:	Epoch 2047 | loss: nan | val_loss: nan | Time: 4530.95 ms
[2022-03-28 20:09:36	                main:574]	:	INFO	:	Epoch 2048 | loss: nan | val_loss: nan | Time: 4502 ms
[2022-03-28 20:09:36	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss nan
[2022-03-28 20:09:36	                main:603]	:	INFO	:	Saving end state to config to file
[2022-03-28 20:09:36	                main:608]	:	INFO	:	Success, exiting..
20:09:36 (4416): 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)