Task 3362620

Name ParityModified-1608176511-21112-0_1
Workunit 1584785
Created 20 Dec 2020, 2:51:20 UTC
Sent 20 Dec 2020, 3:09:57 UTC
Report deadline 28 Dec 2020, 3:09:57 UTC
Received 20 Dec 2020, 7:51:34 UTC
Server state Over
Outcome Validate error
Client state Done
Exit status 0 (0x00000000)
Computer ID 5035
Run time 1 hours 38 min 31 sec
CPU time 1 hours 38 min 23 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 1,461.21 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.80 (cuda10200)
x86_64-pc-linux-gnu
Peak working set size 1.69 GB
Peak swap size 48.65 GB
Peak disk usage 2.98 GB

Stderr output

<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
23:09:10	                main:581]	:	INFO	:	Epoch 1514 | loss: 0.0311456 | val_loss: 0.0311711 | Time: 2887.52 ms
[2020-12-19 23:09:13	                main:581]	:	INFO	:	Epoch 1515 | loss: 0.0311429 | val_loss: 0.0311649 | Time: 2881.37 ms
[2020-12-19 23:09:16	                main:581]	:	INFO	:	Epoch 1516 | loss: 0.0311419 | val_loss: 0.0311629 | Time: 2909.51 ms
[2020-12-19 23:09:19	                main:581]	:	INFO	:	Epoch 1517 | loss: 0.0311433 | val_loss: 0.0311661 | Time: 2891.7 ms
[2020-12-19 23:09:22	                main:581]	:	INFO	:	Epoch 1518 | loss: 0.0311473 | val_loss: 0.0311668 | Time: 2882.94 ms
[2020-12-19 23:09:24	                main:581]	:	INFO	:	Epoch 1519 | loss: 0.0311465 | val_loss: 0.0311625 | Time: 2884.51 ms
[2020-12-19 23:09:27	                main:581]	:	INFO	:	Epoch 1520 | loss: 0.0311477 | val_loss: 0.0311618 | Time: 2888.91 ms
[2020-12-19 23:09:30	                main:581]	:	INFO	:	Epoch 1521 | loss: 0.0311418 | val_loss: 0.0311619 | Time: 2874.23 ms
[2020-12-19 23:09:33	                main:581]	:	INFO	:	Epoch 1522 | loss: 0.0311416 | val_loss: 0.031165 | Time: 2879.21 ms
[2020-12-19 23:09:36	                main:581]	:	INFO	:	Epoch 1523 | loss: 0.0311412 | val_loss: 0.031162 | Time: 2878.59 ms
[2020-12-19 23:09:39	                main:581]	:	INFO	:	Epoch 1524 | loss: 0.0311401 | val_loss: 0.031165 | Time: 2882.18 ms
[2020-12-19 23:09:42	                main:581]	:	INFO	:	Epoch 1525 | loss: 0.0311396 | val_loss: 0.0311615 | Time: 2888.33 ms
[2020-12-19 23:09:45	                main:581]	:	INFO	:	Epoch 1526 | loss: 0.0311395 | val_loss: 0.0311651 | Time: 2890.73 ms
[2020-12-19 23:09:48	                main:581]	:	INFO	:	Epoch 1527 | loss: 0.031141 | val_loss: 0.0311617 | Time: 2882.31 ms
[2020-12-19 23:09:50	                main:581]	:	INFO	:	Epoch 1528 | loss: 0.0311435 | val_loss: 0.031167 | Time: 2886.26 ms
[2020-12-19 23:09:53	                main:581]	:	INFO	:	Epoch 1529 | loss: 0.0311404 | val_loss: 0.031164 | Time: 2884.38 ms
[2020-12-19 23:09:56	                main:581]	:	INFO	:	Epoch 1530 | loss: 0.0311409 | val_loss: 0.0311628 | Time: 2883.75 ms
[2020-12-19 23:09:59	                main:581]	:	INFO	:	Epoch 1531 | loss: 0.0311422 | val_loss: 0.0311638 | Time: 2884.15 ms
[2020-12-19 23:10:02	                main:581]	:	INFO	:	Epoch 1532 | loss: 0.0311463 | val_loss: 0.0311644 | Time: 2899.33 ms
[2020-12-19 23:10:05	                main:581]	:	INFO	:	Epoch 1533 | loss: 0.0311415 | val_loss: 0.031167 | Time: 2879.43 ms
[2020-12-19 23:10:08	                main:581]	:	INFO	:	Epoch 1534 | loss: 0.0311403 | val_loss: 0.0311637 | Time: 2879.61 ms
[2020-12-19 23:10:11	                main:581]	:	INFO	:	Epoch 1535 | loss: 0.0311404 | val_loss: 0.031168 | Time: 2883.54 ms
[2020-12-19 23:10:13	                main:581]	:	INFO	:	Epoch 1536 | loss: 0.0311397 | val_loss: 0.0311688 | Time: 2877.31 ms
[2020-12-19 23:10:16	                main:581]	:	INFO	:	Epoch 1537 | loss: 0.0311415 | val_loss: 0.0311628 | Time: 2907.73 ms
[2020-12-19 23:10:19	                main:581]	:	INFO	:	Epoch 1538 | loss: 0.0311414 | val_loss: 0.03116 | Time: 2877.8 ms
[2020-12-19 23:10:22	                main:581]	:	INFO	:	Epoch 1539 | loss: 0.0311399 | val_loss: 0.0311607 | Time: 2877.72 ms
[2020-12-19 23:10:25	                main:581]	:	INFO	:	Epoch 1540 | loss: 0.0311397 | val_loss: 0.0311651 | Time: 2888.06 ms
[2020-12-19 23:10:28	                main:581]	:	INFO	:	Epoch 1541 | loss: 0.0311407 | val_loss: 0.0311654 | Time: 2880.04 ms
[2020-12-19 23:10:31	                main:581]	:	INFO	:	Epoch 1542 | loss: 0.0311404 | val_loss: 0.0311633 | Time: 2877.82 ms
[2020-12-19 23:10:34	                main:581]	:	INFO	:	Epoch 1543 | loss: 0.0311424 | val_loss: 0.0311663 | Time: 2878.09 ms
[2020-12-19 23:10:37	                main:581]	:	INFO	:	Epoch 1544 | loss: 0.0311414 | val_loss: 0.0311589 | Time: 2876.72 ms
[2020-12-19 23:10:39	                main:581]	:	INFO	:	Epoch 1545 | loss: 0.0311394 | val_loss: 0.0311639 | Time: 2876.85 ms
[2020-12-19 23:10:42	                main:581]	:	INFO	:	Epoch 1546 | loss: 0.0311399 | val_loss: 0.0311629 | Time: 2888.36 ms
[2020-12-19 23:10:45	                main:581]	:	INFO	:	Epoch 1547 | loss: 0.0311407 | val_loss: 0.0311612 | Time: 2903.94 ms
[2020-12-19 23:10:48	                main:581]	:	INFO	:	Epoch 1548 | loss: 0.0311415 | val_loss: 0.0311652 | Time: 2876.09 ms
[2020-12-19 23:10:51	                main:581]	:	INFO	:	Epoch 1549 | loss: 0.0311436 | val_loss: 0.0311639 | Time: 2878.99 ms
[2020-12-19 23:10:54	                main:581]	:	INFO	:	Epoch 1550 | loss: 0.0311435 | val_loss: 0.0311677 | Time: 2876.22 ms
[2020-12-19 23:10:57	                main:581]	:	INFO	:	Epoch 1551 | loss: 0.0311441 | val_loss: 0.0311653 | Time: 2885.81 ms
[2020-12-19 23:11:00	                main:581]	:	INFO	:	Epoch 1552 | loss: 0.0311403 | val_loss: 0.0311621 | Time: 2886.3 ms
[2020-12-19 23:11:02	                main:581]	:	INFO	:	Epoch 1553 | loss: 0.0311386 | val_loss: 0.0311618 | Time: 2870.92 ms
[2020-12-19 23:11:05	                main:581]	:	INFO	:	Epoch 1554 | loss: 0.0311414 | val_loss: 0.0311631 | Time: 2883.29 ms
[2020-12-19 23:11:08	                main:581]	:	INFO	:	Epoch 1555 | loss: 0.0311415 | val_loss: 0.0311629 | Time: 2883.62 ms
[2020-12-19 23:11:11	                main:581]	:	INFO	:	Epoch 1556 | loss: 0.0311399 | val_loss: 0.0311663 | Time: 2886.15 ms
[2020-12-19 23:11:14	                main:581]	:	INFO	:	Epoch 1557 | loss: 0.0311409 | val_loss: 0.031163 | Time: 2877.14 ms
[2020-12-19 23:11:17	                main:581]	:	INFO	:	Epoch 1558 | loss: 0.0311413 | val_loss: 0.0311584 | Time: 2892.99 ms
[2020-12-19 23:11:20	                main:581]	:	INFO	:	Epoch 1559 | loss: 0.0311444 | val_loss: 0.0311643 | Time: 2883.93 ms
[2020-12-19 23:11:23	                main:581]	:	INFO	:	Epoch 1560 | loss: 0.0311403 | val_loss: 0.0311671 | Time: 2878.79 ms
[2020-12-19 23:11:26	                main:581]	:	INFO	:	Epoch 1561 | loss: 0.0311412 | val_loss: 0.0311738 | Time: 2889.14 ms
[2020-12-19 23:11:28	                main:581]	:	INFO	:	Epoch 1562 | loss: 0.0311468 | val_loss: 0.0311693 | Time: 2888.72 ms
[2020-12-19 23:11:31	                main:581]	:	INFO	:	Epoch 1563 | loss: 0.0311407 | val_loss: 0.0311653 | Time: 2873.69 ms
[2020-12-19 23:11:34	                main:581]	:	INFO	:	Epoch 1564 | loss: 0.031143 | val_loss: 0.0311703 | Time: 2876.35 ms
[2020-12-19 23:11:37	                main:581]	:	INFO	:	Epoch 1565 | loss: 0.0311402 | val_loss: 0.031166 | Time: 2883.77 ms
[2020-12-19 23:11:40	                main:581]	:	INFO	:	Epoch 1566 | loss: 0.0311407 | val_loss: 0.0311654 | Time: 2890.74 ms
[2020-12-19 23:11:43	                main:581]	:	INFO	:	Epoch 1567 | loss: 0.03114 | val_loss: 0.0311641 | Time: 2887.35 ms
[2020-12-19 23:11:46	                main:581]	:	INFO	:	Epoch 1568 | loss: 0.0311435 | val_loss: 0.0311641 | Time: 2904.42 ms
[2020-12-19 23:11:49	                main:581]	:	INFO	:	Epoch 1569 | loss: 0.0311428 | val_loss: 0.0311663 | Time: 2877.53 ms
[2020-12-19 23:11:52	                main:581]	:	INFO	:	Epoch 1570 | loss: 0.0311411 | val_loss: 0.0311593 | Time: 2884.98 ms
[2020-12-19 23:11:54	                main:581]	:	INFO	:	Epoch 1571 | loss: 0.0311385 | val_loss: 0.0311606 | Time: 2868.32 ms
[2020-12-19 23:11:57	                main:581]	:	INFO	:	Epoch 1572 | loss: 0.0311379 | val_loss: 0.0311681 | Time: 2873.94 ms
[2020-12-19 23:12:00	                main:581]	:	INFO	:	Epoch 1573 | loss: 0.0311404 | val_loss: 0.0311636 | Time: 2882.57 ms
[2020-12-19 23:12:03	                main:581]	:	INFO	:	Epoch 1574 | loss: 0.031139 | val_loss: 0.0311644 | Time: 2874.17 ms
[2020-12-19 23:12:06	                main:581]	:	INFO	:	Epoch 1575 | loss: 0.0311392 | val_loss: 0.0311625 | Time: 2881.64 ms
[2020-12-19 23:12:09	                main:581]	:	INFO	:	Epoch 1576 | loss: 0.0311444 | val_loss: 0.0311674 | Time: 2887.06 ms
[2020-12-19 23:12:12	                main:581]	:	INFO	:	Epoch 1577 | loss: 0.0311385 | val_loss: 0.0311651 | Time: 2881.44 ms
[2020-12-19 23:12:15	                main:581]	:	INFO	:	Epoch 1578 | loss: 0.0311372 | val_loss: 0.0311632 | Time: 2889.96 ms
[2020-12-19 23:12:17	                main:581]	:	INFO	:	Epoch 1579 | loss: 0.0311371 | val_loss: 0.0311638 | Time: 2885.68 ms
[2020-12-19 23:12:20	                main:581]	:	INFO	:	Epoch 1580 | loss: 0.031139 | val_loss: 0.0311647 | Time: 2883.2 ms
[2020-12-19 23:12:23	                main:581]	:	INFO	:	Epoch 1581 | loss: 0.0311417 | val_loss: 0.0311596 | Time: 2878.26 ms
[2020-12-19 23:12:26	                main:581]	:	INFO	:	Epoch 1582 | loss: 0.0311431 | val_loss: 0.0311644 | Time: 2881.4 ms
[2020-12-19 23:12:29	                main:581]	:	INFO	:	Epoch 1583 | loss: 0.0311396 | val_loss: 0.0311639 | Time: 2887.39 ms
[2020-12-19 23:12:32	                main:581]	:	INFO	:	Epoch 1584 | loss: 0.0311382 | val_loss: 0.0311593 | Time: 2888.72 ms
[2020-12-19 23:12:35	                main:581]	:	INFO	:	Epoch 1585 | loss: 0.0311382 | val_loss: 0.0311603 | Time: 2883.62 ms
[2020-12-19 23:12:38	                main:581]	:	INFO	:	Epoch 1586 | loss: 0.0311422 | val_loss: 0.031162 | Time: 2875.45 ms
[2020-12-19 23:12:41	                main:581]	:	INFO	:	Epoch 1587 | loss: 0.0311392 | val_loss: 0.0311629 | Time: 2877.76 ms
[2020-12-19 23:12:43	                main:581]	:	INFO	:	Epoch 1588 | loss: 0.0311396 | val_loss: 0.0311697 | Time: 2873.17 ms
[2020-12-19 23:12:46	                main:581]	:	INFO	:	Epoch 1589 | loss: 0.0311365 | val_loss: 0.0311619 | Time: 2909.18 ms
[2020-12-19 23:12:49	                main:581]	:	INFO	:	Epoch 1590 | loss: 0.0311354 | val_loss: 0.0311618 | Time: 2884.15 ms
[2020-12-19 23:12:52	                main:581]	:	INFO	:	Epoch 1591 | loss: 0.0311362 | val_loss: 0.0311637 | Time: 2870.46 ms
[2020-12-19 23:12:55	                main:581]	:	INFO	:	Epoch 1592 | loss: 0.031136 | val_loss: 0.0311654 | Time: 2878.28 ms
[2020-12-19 23:12:58	                main:581]	:	INFO	:	Epoch 1593 | loss: 0.0311374 | val_loss: 0.0311591 | Time: 2875.36 ms
[2020-12-19 23:13:01	                main:581]	:	INFO	:	Epoch 1594 | loss: 0.0311366 | val_loss: 0.0311638 | Time: 2900.96 ms
[2020-12-19 23:13:04	                main:581]	:	INFO	:	Epoch 1595 | loss: 0.0311384 | val_loss: 0.0311661 | Time: 2886.07 ms
[2020-12-19 23:13:06	                main:581]	:	INFO	:	Epoch 1596 | loss: 0.0311355 | val_loss: 0.0311617 | Time: 2889.06 ms
[2020-12-19 23:13:09	                main:581]	:	INFO	:	Epoch 1597 | loss: 0.0311362 | val_loss: 0.0311661 | Time: 2868.2 ms
[2020-12-19 23:13:12	                main:581]	:	INFO	:	Epoch 1598 | loss: 0.0311421 | val_loss: 0.0311627 | Time: 2880.51 ms
[2020-12-19 23:13:15	                main:581]	:	INFO	:	Epoch 1599 | loss: 0.0311396 | val_loss: 0.0311644 | Time: 2904.78 ms
[2020-12-19 23:13:18	                main:581]	:	INFO	:	Epoch 1600 | loss: 0.0311385 | val_loss: 0.0311667 | Time: 2888.09 ms
[2020-12-19 23:13:21	                main:581]	:	INFO	:	Epoch 1601 | loss: 0.0311404 | val_loss: 0.0311655 | Time: 2886.02 ms
[2020-12-19 23:13:24	                main:581]	:	INFO	:	Epoch 1602 | loss: 0.0311392 | val_loss: 0.0311659 | Time: 2870.21 ms
[2020-12-19 23:13:27	                main:581]	:	INFO	:	Epoch 1603 | loss: 0.0311381 | val_loss: 0.0311644 | Time: 2889.51 ms
[2020-12-19 23:13:30	                main:581]	:	INFO	:	Epoch 1604 | loss: 0.0311347 | val_loss: 0.0311653 | Time: 2880.27 ms
[2020-12-19 23:13:32	                main:581]	:	INFO	:	Epoch 1605 | loss: 0.031138 | val_loss: 0.0311743 | Time: 2886.03 ms
[2020-12-19 23:13:35	                main:581]	:	INFO	:	Epoch 1606 | loss: 0.031138 | val_loss: 0.0311644 | Time: 2886.74 ms
[2020-12-19 23:13:38	                main:581]	:	INFO	:	Epoch 1607 | loss: 0.0311349 | val_loss: 0.0311631 | Time: 2877.19 ms
[2020-12-19 23:13:41	                main:581]	:	INFO	:	Epoch 1608 | loss: 0.0311351 | val_loss: 0.0311665 | Time: 2882.15 ms
[2020-12-19 23:13:44	                main:581]	:	INFO	:	Epoch 1609 | loss: 0.0311365 | val_loss: 0.0311662 | Time: 2882.65 ms
[2020-12-19 23:13:47	                main:581]	:	INFO	:	Epoch 1610 | loss: 0.0311379 | val_loss: 0.0311626 | Time: 2902.16 ms
[2020-12-19 23:13:50	                main:581]	:	INFO	:	Epoch 1611 | loss: 0.0311361 | val_loss: 0.0311798 | Time: 2888.78 ms
[2020-12-19 23:13:53	                main:581]	:	INFO	:	Epoch 1612 | loss: 0.0311423 | val_loss: 0.0311621 | Time: 2884.57 ms
[2020-12-19 23:13:56	                main:581]	:	INFO	:	Epoch 1613 | loss: 0.0311371 | val_loss: 0.0311662 | Time: 2888.87 ms
[2020-12-19 23:13:58	                main:581]	:	INFO	:	Epoch 1614 | loss: 0.0311357 | val_loss: 0.0311654 | Time: 2879.45 ms
[2020-12-19 23:14:01	                main:581]	:	INFO	:	Epoch 1615 | loss: 0.0311342 | val_loss: 0.0311699 | Time: 2905.47 ms
[2020-12-19 23:14:04	                main:581]	:	INFO	:	Epoch 1616 | loss: 0.0311394 | val_loss: 0.0311639 | Time: 2870.81 ms
[2020-12-19 23:14:07	                main:581]	:	INFO	:	Epoch 1617 | loss: 0.0311368 | val_loss: 0.0311638 | Time: 2883.25 ms
[2020-12-19 23:14:10	                main:581]	:	INFO	:	Epoch 1618 | loss: 0.0311343 | val_loss: 0.0311695 | Time: 2886.74 ms
[2020-12-19 23:14:13	                main:581]	:	INFO	:	Epoch 1619 | loss: 0.0311365 | val_loss: 0.0311642 | Time: 2887.55 ms
[2020-12-19 23:14:16	                main:581]	:	INFO	:	Epoch 1620 | loss: 0.0311356 | val_loss: 0.031162 | Time: 2896.95 ms
[2020-12-19 23:14:19	                main:581]	:	INFO	:	Epoch 1621 | loss: 0.031135 | val_loss: 0.0311601 | Time: 2883.84 ms
[2020-12-19 23:14:22	                main:581]	:	INFO	:	Epoch 1622 | loss: 0.0311368 | val_loss: 0.0311625 | Time: 2884.57 ms
[2020-12-19 23:14:24	                main:581]	:	INFO	:	Epoch 1623 | loss: 0.0311376 | val_loss: 0.0311694 | Time: 2878.59 ms
[2020-12-19 23:14:27	                main:581]	:	INFO	:	Epoch 1624 | loss: 0.0311417 | val_loss: 0.0311661 | Time: 2880.66 ms
[2020-12-19 23:14:30	                main:581]	:	INFO	:	Epoch 1625 | loss: 0.0311333 | val_loss: 0.0311612 | Time: 2882.34 ms
[2020-12-19 23:14:33	                main:581]	:	INFO	:	Epoch 1626 | loss: 0.0311366 | val_loss: 0.0311683 | Time: 2874.31 ms
[2020-12-19 23:14:36	                main:581]	:	INFO	:	Epoch 1627 | loss: 0.0311371 | val_loss: 0.0311624 | Time: 2882.43 ms
[2020-12-19 23:14:39	                main:581]	:	INFO	:	Epoch 1628 | loss: 0.0311358 | val_loss: 0.0311638 | Time: 2884.31 ms
[2020-12-19 23:14:42	                main:581]	:	INFO	:	Epoch 1629 | loss: 0.0311354 | val_loss: 0.0311662 | Time: 2871.31 ms
[2020-12-19 23:14:45	                main:581]	:	INFO	:	Epoch 1630 | loss: 0.0311382 | val_loss: 0.0311624 | Time: 2888.83 ms
[2020-12-19 23:14:47	                main:581]	:	INFO	:	Epoch 1631 | loss: 0.0311404 | val_loss: 0.0311673 | Time: 2881.44 ms
[2020-12-19 23:14:50	                main:581]	:	INFO	:	Epoch 1632 | loss: 0.0311414 | val_loss: 0.0311604 | Time: 2887.59 ms
[2020-12-19 23:14:53	                main:581]	:	INFO	:	Epoch 1633 | loss: 0.031142 | val_loss: 0.0311631 | Time: 2881.56 ms
[2020-12-19 23:14:56	                main:581]	:	INFO	:	Epoch 1634 | loss: 0.0311425 | val_loss: 0.0311679 | Time: 2874.19 ms
[2020-12-19 23:14:59	                main:581]	:	INFO	:	Epoch 1635 | loss: 0.0311461 | val_loss: 0.0311746 | Time: 2884.37 ms
[2020-12-19 23:15:02	                main:581]	:	INFO	:	Epoch 1636 | loss: 0.0311402 | val_loss: 0.0311611 | Time: 2912.21 ms
[2020-12-19 23:15:05	                main:581]	:	INFO	:	Epoch 1637 | loss: 0.0311372 | val_loss: 0.031163 | Time: 2889.01 ms
[2020-12-19 23:15:08	                main:581]	:	INFO	:	Epoch 1638 | loss: 0.0311357 | val_loss: 0.0311614 | Time: 2888.06 ms
[2020-12-19 23:15:11	                main:581]	:	INFO	:	Epoch 1639 | loss: 0.0311374 | val_loss: 0.0311592 | Time: 2885.95 ms
[2020-12-19 23:15:13	                main:581]	:	INFO	:	Epoch 1640 | loss: 0.0311391 | val_loss: 0.0311653 | Time: 2887.4 ms
[2020-12-19 23:15:16	                main:581]	:	INFO	:	Epoch 1641 | loss: 0.0311402 | val_loss: 0.0311637 | Time: 2910.11 ms
[2020-12-19 23:15:19	                main:581]	:	INFO	:	Epoch 1642 | loss: 0.0311385 | val_loss: 0.0311624 | Time: 2879.8 ms
[2020-12-19 23:15:22	                main:581]	:	INFO	:	Epoch 1643 | loss: 0.0311338 | val_loss: 0.0311651 | Time: 2882.97 ms
[2020-12-19 23:15:25	                main:581]	:	INFO	:	Epoch 1644 | loss: 0.0311343 | val_loss: 0.0311631 | Time: 2879.5 ms
[2020-12-19 23:15:28	                main:581]	:	INFO	:	Epoch 1645 | loss: 0.0311355 | val_loss: 0.0311658 | Time: 2881.72 ms
[2020-12-19 23:15:31	                main:581]	:	INFO	:	Epoch 1646 | loss: 0.0311337 | val_loss: 0.0311625 | Time: 2883.84 ms
[2020-12-19 23:15:34	                main:581]	:	INFO	:	Epoch 1647 | loss: 0.0311359 | val_loss: 0.0311689 | Time: 2874.59 ms
[2020-12-19 23:15:37	                main:581]	:	INFO	:	Epoch 1648 | loss: 0.0311369 | val_loss: 0.0311681 | Time: 2879.05 ms
[2020-12-19 23:15:39	                main:581]	:	INFO	:	Epoch 1649 | loss: 0.0311368 | val_loss: 0.0311632 | Time: 2886.79 ms
[2020-12-19 23:15:42	                main:581]	:	INFO	:	Epoch 1650 | loss: 0.0311357 | val_loss: 0.0311616 | Time: 2882.35 ms
[2020-12-19 23:15:45	                main:581]	:	INFO	:	Epoch 1651 | loss: 0.0311343 | val_loss: 0.0311673 | Time: 2900.45 ms
[2020-12-19 23:15:48	                main:581]	:	INFO	:	Epoch 1652 | loss: 0.0311381 | val_loss: 0.0311662 | Time: 2880.22 ms
[2020-12-19 23:15:51	                main:581]	:	INFO	:	Epoch 1653 | loss: 0.031134 | val_loss: 0.0311619 | Time: 2878.5 ms
[2020-12-19 23:15:54	                main:581]	:	INFO	:	Epoch 1654 | loss: 0.0311345 | val_loss: 0.0311648 | Time: 2874.06 ms
[2020-12-19 23:15:57	                main:581]	:	INFO	:	Epoch 1655 | loss: 0.0311344 | val_loss: 0.031165 | Time: 2879.58 ms
[2020-12-19 23:16:00	                main:581]	:	INFO	:	Epoch 1656 | loss: 0.0311357 | val_loss: 0.0311614 | Time: 2889.7 ms
[2020-12-19 23:16:03	                main:581]	:	INFO	:	Epoch 1657 | loss: 0.0311353 | val_loss: 0.0311679 | Time: 2888.74 ms
[2020-12-19 23:16:05	                main:581]	:	INFO	:	Epoch 1658 | loss: 0.0311332 | val_loss: 0.0311639 | Time: 2881.3 ms
[2020-12-19 23:16:08	                main:581]	:	INFO	:	Epoch 1659 | loss: 0.0311317 | val_loss: 0.0311651 | Time: 2873.76 ms
[2020-12-19 23:16:11	                main:581]	:	INFO	:	Epoch 1660 | loss: 0.0311327 | val_loss: 0.0311703 | Time: 2887.16 ms
[2020-12-19 23:16:14	                main:581]	:	INFO	:	Epoch 1661 | loss: 0.031134 | val_loss: 0.0311581 | Time: 2883.55 ms
[2020-12-19 23:16:17	                main:581]	:	INFO	:	Epoch 1662 | loss: 0.0311342 | val_loss: 0.0311643 | Time: 2903.01 ms
[2020-12-19 23:16:20	                main:581]	:	INFO	:	Epoch 1663 | loss: 0.0311347 | val_loss: 0.0311659 | Time: 2877.67 ms
[2020-12-19 23:16:23	                main:581]	:	INFO	:	Epoch 1664 | loss: 0.0311329 | val_loss: 0.0311633 | Time: 2889.97 ms
[2020-12-19 23:16:26	                main:581]	:	INFO	:	Epoch 1665 | loss: 0.031135 | val_loss: 0.0311654 | Time: 2884.29 ms
[2020-12-19 23:16:28	                main:581]	:	INFO	:	Epoch 1666 | loss: 0.031137 | val_loss: 0.0311672 | Time: 2884.09 ms
[2020-12-19 23:16:31	                main:581]	:	INFO	:	Epoch 1667 | loss: 0.0311323 | val_loss: 0.0311632 | Time: 2886.44 ms
[2020-12-19 23:16:34	                main:581]	:	INFO	:	Epoch 1668 | loss: 0.0311348 | val_loss: 0.0311628 | Time: 2879.06 ms
[2020-12-19 23:16:37	                main:581]	:	INFO	:	Epoch 1669 | loss: 0.0311351 | val_loss: 0.0311601 | Time: 2877.05 ms
[2020-12-19 23:16:40	                main:581]	:	INFO	:	Epoch 1670 | loss: 0.031134 | val_loss: 0.0311615 | Time: 2881.14 ms
[2020-12-19 23:16:43	                main:581]	:	INFO	:	Epoch 1671 | loss: 0.0311373 | val_loss: 0.0311693 | Time: 2882.97 ms
[2020-12-19 23:16:46	                main:581]	:	INFO	:	Epoch 1672 | loss: 0.0311334 | val_loss: 0.0311624 | Time: 2899.42 ms
[2020-12-19 23:16:49	                main:581]	:	INFO	:	Epoch 1673 | loss: 0.0311364 | val_loss: 0.0311699 | Time: 2879.11 ms
[2020-12-19 23:16:52	                main:581]	:	INFO	:	Epoch 1674 | loss: 0.0311345 | val_loss: 0.0311651 | Time: 2874.84 ms
[2020-12-19 23:16:54	                main:581]	:	INFO	:	Epoch 1675 | loss: 0.0311332 | val_loss: 0.0311642 | Time: 2888.89 ms
[2020-12-19 23:16:57	                main:581]	:	INFO	:	Epoch 1676 | loss: 0.0311318 | val_loss: 0.031163 | Time: 2881.02 ms
[2020-12-19 23:17:00	                main:581]	:	INFO	:	Epoch 1677 | loss: 0.031137 | val_loss: 0.0311637 | Time: 2909.21 ms
[2020-12-19 23:17:03	                main:581]	:	INFO	:	Epoch 1678 | loss: 0.0311348 | val_loss: 0.0311673 | Time: 2882.8 ms
[2020-12-19 23:17:06	                main:581]	:	INFO	:	Epoch 1679 | loss: 0.0311329 | val_loss: 0.0311609 | Time: 2881.74 ms
[2020-12-19 23:17:09	                main:581]	:	INFO	:	Epoch 1680 | loss: 0.031133 | val_loss: 0.031163 | Time: 2881.64 ms
[2020-12-19 23:17:12	                main:581]	:	INFO	:	Epoch 1681 | loss: 0.0311342 | val_loss: 0.0311655 | Time: 2877.52 ms
[2020-12-19 23:17:15	                main:581]	:	INFO	:	Epoch 1682 | loss: 0.0311332 | val_loss: 0.0311615 | Time: 2890.48 ms
[2020-12-19 23:17:18	                main:581]	:	INFO	:	Epoch 1683 | loss: 0.0311317 | val_loss: 0.0311668 | Time: 2881.08 ms
[2020-12-19 23:17:20	                main:581]	:	INFO	:	Epoch 1684 | loss: 0.0311367 | val_loss: 0.0311668 | Time: 2877.42 ms
[2020-12-19 23:17:23	                main:581]	:	INFO	:	Epoch 1685 | loss: 0.031134 | val_loss: 0.0311605 | Time: 2881.16 ms
[2020-12-19 23:17:26	                main:581]	:	INFO	:	Epoch 1686 | loss: 0.0311325 | val_loss: 0.031162 | Time: 2876.62 ms
[2020-12-19 23:17:29	                main:581]	:	INFO	:	Epoch 1687 | loss: 0.031137 | val_loss: 0.0311709 | Time: 2886.91 ms
[2020-12-19 23:17:32	                main:581]	:	INFO	:	Epoch 1688 | loss: 0.0311336 | val_loss: 0.0311595 | Time: 2888.37 ms
[2020-12-19 23:17:35	                main:581]	:	INFO	:	Epoch 1689 | loss: 0.0311341 | val_loss: 0.0311646 | Time: 2888.23 ms
[2020-12-19 23:17:38	                main:581]	:	INFO	:	Epoch 1690 | loss: 0.0311365 | val_loss: 0.0311608 | Time: 2870.02 ms
[2020-12-19 23:17:41	                main:581]	:	INFO	:	Epoch 1691 | loss: 0.0311333 | val_loss: 0.0311598 | Time: 2887.34 ms
[2020-12-19 23:17:43	                main:581]	:	INFO	:	Epoch 1692 | loss: 0.0311334 | val_loss: 0.0311711 | Time: 2875.65 ms
[2020-12-19 23:17:46	                main:581]	:	INFO	:	Epoch 1693 | loss: 0.031134 | val_loss: 0.0311639 | Time: 2904.69 ms
[2020-12-19 23:17:49	                main:581]	:	INFO	:	Epoch 1694 | loss: 0.0311325 | val_loss: 0.0311624 | Time: 2879.42 ms
[2020-12-19 23:17:52	                main:581]	:	INFO	:	Epoch 1695 | loss: 0.031131 | val_loss: 0.0311635 | Time: 2878.51 ms
[2020-12-19 23:17:55	                main:581]	:	INFO	:	Epoch 1696 | loss: 0.0311312 | val_loss: 0.0311594 | Time: 2880.1 ms
[2020-12-19 23:17:58	                main:581]	:	INFO	:	Epoch 1697 | loss: 0.0311299 | val_loss: 0.0311608 | Time: 2869.81 ms
[2020-12-19 23:18:01	                main:581]	:	INFO	:	Epoch 1698 | loss: 0.0311321 | val_loss: 0.031164 | Time: 2904.44 ms
[2020-12-19 23:18:04	                main:581]	:	INFO	:	Epoch 1699 | loss: 0.0311355 | val_loss: 0.0311645 | Time: 2880.56 ms
[2020-12-19 23:18:07	                main:581]	:	INFO	:	Epoch 1700 | loss: 0.0311398 | val_loss: 0.0311689 | Time: 2885.28 ms
[2020-12-19 23:18:09	                main:581]	:	INFO	:	Epoch 1701 | loss: 0.0311352 | val_loss: 0.0311751 | Time: 2876.21 ms
[2020-12-19 23:18:12	                main:581]	:	INFO	:	Epoch 1702 | loss: 0.0311353 | val_loss: 0.0311629 | Time: 2884.55 ms
[2020-12-19 23:18:15	                main:581]	:	INFO	:	Epoch 1703 | loss: 0.0311311 | val_loss: 0.0311638 | Time: 2901.42 ms
[2020-12-19 23:18:18	                main:581]	:	INFO	:	Epoch 1704 | loss: 0.0311324 | val_loss: 0.0311636 | Time: 2880.58 ms
[2020-12-19 23:18:21	                main:581]	:	INFO	:	Epoch 1705 | loss: 0.0311306 | val_loss: 0.031164 | Time: 2868.5 ms
[2020-12-19 23:18:24	                main:581]	:	INFO	:	Epoch 1706 | loss: 0.031129 | val_loss: 0.0311701 | Time: 2889.3 ms
[2020-12-19 23:18:27	                main:581]	:	INFO	:	Epoch 1707 | loss: 0.0311317 | val_loss: 0.0311629 | Time: 2878.84 ms
[2020-12-19 23:18:30	                main:581]	:	INFO	:	Epoch 1708 | loss: 0.0311324 | val_loss: 0.0311597 | Time: 2883.05 ms
[2020-12-19 23:18:32	                main:581]	:	INFO	:	Epoch 1709 | loss: 0.031131 | val_loss: 0.0311581 | Time: 2880.81 ms
[2020-12-19 23:18:35	                main:581]	:	INFO	:	Epoch 1710 | loss: 0.0311327 | val_loss: 0.0311598 | Time: 2888.48 ms
[2020-12-19 23:18:38	                main:581]	:	INFO	:	Epoch 1711 | loss: 0.0311323 | val_loss: 0.0311598 | Time: 2869.93 ms
[2020-12-19 23:18:41	                main:581]	:	INFO	:	Epoch 1712 | loss: 0.031133 | val_loss: 0.0311623 | Time: 2878.77 ms
[2020-12-19 23:18:44	                main:581]	:	INFO	:	Epoch 1713 | loss: 0.0311325 | val_loss: 0.0311868 | Time: 2881.22 ms
[2020-12-19 23:18:47	                main:581]	:	INFO	:	Epoch 1714 | loss: 0.0311382 | val_loss: 0.0311642 | Time: 2906.29 ms
[2020-12-19 23:18:50	                main:581]	:	INFO	:	Epoch 1715 | loss: 0.031131 | val_loss: 0.0311623 | Time: 2879.25 ms
[2020-12-19 23:18:53	                main:581]	:	INFO	:	Epoch 1716 | loss: 0.031134 | val_loss: 0.0311664 | Time: 2882.37 ms
[2020-12-19 23:18:56	                main:581]	:	INFO	:	Epoch 1717 | loss: 0.0311316 | val_loss: 0.0311614 | Time: 2882.61 ms
[2020-12-19 23:18:58	                main:581]	:	INFO	:	Epoch 1718 | loss: 0.0311344 | val_loss: 0.0311652 | Time: 2872.53 ms
[2020-12-19 23:19:01	                main:581]	:	INFO	:	Epoch 1719 | loss: 0.0311337 | val_loss: 0.0311637 | Time: 2911.95 ms
[2020-12-19 23:19:04	                main:581]	:	INFO	:	Epoch 1720 | loss: 0.0311332 | val_loss: 0.0311612 | Time: 2881.69 ms
[2020-12-19 23:19:07	                main:581]	:	INFO	:	Epoch 1721 | loss: 0.0311285 | val_loss: 0.0311632 | Time: 2861.94 ms
[2020-12-19 23:19:10	                main:581]	:	INFO	:	Epoch 1722 | loss: 0.0311293 | val_loss: 0.0311587 | Time: 2872.34 ms
[2020-12-19 23:19:13	                main:581]	:	INFO	:	Epoch 1723 | loss: 0.0311291 | val_loss: 0.0311615 | Time: 2873.88 ms
[2020-12-19 23:19:16	                main:581]	:	INFO	:	Epoch 1724 | loss: 0.0311287 | val_loss: 0.031167 | Time: 2898.51 ms
[2020-12-19 23:19:19	                main:581]	:	INFO	:	Epoch 1725 | loss: 0.0311338 | val_loss: 0.0311598 | Time: 2866.15 ms
[2020-12-19 23:19:21	                main:581]	:	INFO	:	Epoch 1726 | loss: 0.0311373 | val_loss: 0.0311609 | Time: 2880.67 ms
[2020-12-19 23:19:24	                main:581]	:	INFO	:	Epoch 1727 | loss: 0.0311409 | val_loss: 0.0311675 | Time: 2878.78 ms
[2020-12-19 23:19:27	                main:581]	:	INFO	:	Epoch 1728 | loss: 0.0311334 | val_loss: 0.0311647 | Time: 2878.66 ms
[2020-12-19 23:19:30	                main:581]	:	INFO	:	Epoch 1729 | loss: 0.0311343 | val_loss: 0.0311641 | Time: 2879.37 ms
[2020-12-19 23:19:33	                main:581]	:	INFO	:	Epoch 1730 | loss: 0.0311363 | val_loss: 0.0311622 | Time: 2883 ms
[2020-12-19 23:19:36	                main:581]	:	INFO	:	Epoch 1731 | loss: 0.0311399 | val_loss: 0.0311615 | Time: 2871.64 ms
[2020-12-19 23:19:39	                main:581]	:	INFO	:	Epoch 1732 | loss: 0.0311359 | val_loss: 0.0311595 | Time: 2871.27 ms
[2020-12-19 23:19:42	                main:581]	:	INFO	:	Epoch 1733 | loss: 0.0311341 | val_loss: 0.0311641 | Time: 2878.03 ms
[2020-12-19 23:19:45	                main:581]	:	INFO	:	Epoch 1734 | loss: 0.0311361 | val_loss: 0.0311575 | Time: 2876.4 ms
[2020-12-19 23:19:47	                main:581]	:	INFO	:	Epoch 1735 | loss: 0.0311325 | val_loss: 0.0311618 | Time: 2879.72 ms
[2020-12-19 23:19:50	                main:581]	:	INFO	:	Epoch 1736 | loss: 0.0311332 | val_loss: 0.0311578 | Time: 2869.7 ms
[2020-12-19 23:19:53	                main:581]	:	INFO	:	Epoch 1737 | loss: 0.0311326 | val_loss: 0.0311644 | Time: 2886.59 ms
[2020-12-19 23:19:56	                main:581]	:	INFO	:	Epoch 1738 | loss: 0.0311333 | val_loss: 0.0311607 | Time: 2885.07 ms
[2020-12-19 23:19:59	                main:581]	:	INFO	:	Epoch 1739 | loss: 0.0311335 | val_loss: 0.0311607 | Time: 2882.42 ms
[2020-12-19 23:20:02	                main:581]	:	INFO	:	Epoch 1740 | loss: 0.0311324 | val_loss: 0.0311594 | Time: 2899.17 ms
[2020-12-19 23:20:05	                main:581]	:	INFO	:	Epoch 1741 | loss: 0.0311313 | val_loss: 0.0311609 | Time: 2866.75 ms
[2020-12-19 23:20:08	                main:581]	:	INFO	:	Epoch 1742 | loss: 0.0311355 | val_loss: 0.0311628 | Time: 2886.64 ms
[2020-12-19 23:20:10	                main:581]	:	INFO	:	Epoch 1743 | loss: 0.0311301 | val_loss: 0.0311598 | Time: 2884.54 ms
[2020-12-19 23:20:13	                main:581]	:	INFO	:	Epoch 1744 | loss: 0.0311284 | val_loss: 0.0311589 | Time: 2880.59 ms
[2020-12-19 23:20:16	                main:581]	:	INFO	:	Epoch 1745 | loss: 0.0311295 | val_loss: 0.0311631 | Time: 2898.95 ms
[2020-12-19 23:20:19	                main:581]	:	INFO	:	Epoch 1746 | loss: 0.0311298 | val_loss: 0.0311624 | Time: 2885.82 ms
[2020-12-19 23:20:22	                main:581]	:	INFO	:	Epoch 1747 | loss: 0.0311317 | val_loss: 0.0311668 | Time: 2883.75 ms
[2020-12-19 23:20:25	                main:581]	:	INFO	:	Epoch 1748 | loss: 0.0311353 | val_loss: 0.0311683 | Time: 2887.41 ms
[2020-12-19 23:20:28	                main:581]	:	INFO	:	Epoch 1749 | loss: 0.0311302 | val_loss: 0.0311633 | Time: 2872.64 ms
[2020-12-19 23:20:31	                main:581]	:	INFO	:	Epoch 1750 | loss: 0.0311283 | val_loss: 0.0311666 | Time: 2878.08 ms
[2020-12-19 23:20:34	                main:581]	:	INFO	:	Epoch 1751 | loss: 0.0311307 | val_loss: 0.0311626 | Time: 2876.64 ms
[2020-12-19 23:20:36	                main:581]	:	INFO	:	Epoch 1752 | loss: 0.0311397 | val_loss: 0.03116 | Time: 2883.8 ms
[2020-12-19 23:20:39	                main:581]	:	INFO	:	Epoch 1753 | loss: 0.0311387 | val_loss: 0.0311639 | Time: 2881.2 ms
[2020-12-19 23:20:42	                main:581]	:	INFO	:	Epoch 1754 | loss: 0.0311368 | val_loss: 0.0311542 | Time: 2877.04 ms
[2020-12-19 23:20:45	                main:581]	:	INFO	:	Epoch 1755 | loss: 0.0311366 | val_loss: 0.0311621 | Time: 2900.5 ms
[2020-12-19 23:20:48	                main:581]	:	INFO	:	Epoch 1756 | loss: 0.0311342 | val_loss: 0.0311605 | Time: 2882.12 ms
[2020-12-19 23:20:51	                main:581]	:	INFO	:	Epoch 1757 | loss: 0.031134 | val_loss: 0.0311633 | Time: 2886.82 ms
[2020-12-19 23:20:54	                main:581]	:	INFO	:	Epoch 1758 | loss: 0.0311344 | val_loss: 0.0311632 | Time: 2875.87 ms
[2020-12-19 23:20:57	                main:581]	:	INFO	:	Epoch 1759 | loss: 0.031137 | val_loss: 0.0311602 | Time: 2880.77 ms
[2020-12-19 23:20:59	                main:581]	:	INFO	:	Epoch 1760 | loss: 0.0311349 | val_loss: 0.0311628 | Time: 2884.49 ms
[2020-12-19 23:21:02	                main:581]	:	INFO	:	Epoch 1761 | loss: 0.0311336 | val_loss: 0.0311601 | Time: 2898.84 ms
[2020-12-19 23:21:05	                main:581]	:	INFO	:	Epoch 1762 | loss: 0.0311316 | val_loss: 0.031161 | Time: 2885.82 ms
[2020-12-19 23:21:08	                main:581]	:	INFO	:	Epoch 1763 | loss: 0.0311307 | val_loss: 0.0311642 | Time: 2880.56 ms
[2020-12-19 23:21:11	                main:581]	:	INFO	:	Epoch 1764 | loss: 0.0311318 | val_loss: 0.0311654 | Time: 2877.88 ms
[2020-12-19 23:21:14	                main:581]	:	INFO	:	Epoch 1765 | loss: 0.0311337 | val_loss: 0.0311603 | Time: 2888.27 ms
[2020-12-19 23:21:17	                main:581]	:	INFO	:	Epoch 1766 | loss: 0.0311315 | val_loss: 0.0311602 | Time: 2899.9 ms
[2020-12-19 23:21:20	                main:581]	:	INFO	:	Epoch 1767 | loss: 0.031132 | val_loss: 0.0311574 | Time: 2870.65 ms
[2020-12-19 23:21:23	                main:581]	:	INFO	:	Epoch 1768 | loss: 0.0311284 | val_loss: 0.0311598 | Time: 2884.14 ms
[2020-12-19 23:21:25	                main:581]	:	INFO	:	Epoch 1769 | loss: 0.031127 | val_loss: 0.0311623 | Time: 2884.03 ms
[2020-12-19 23:21:28	                main:581]	:	INFO	:	Epoch 1770 | loss: 0.0311353 | val_loss: 0.0311643 | Time: 2881.35 ms
[2020-12-19 23:21:31	                main:581]	:	INFO	:	Epoch 1771 | loss: 0.0311354 | val_loss: 0.0311632 | Time: 2877.92 ms
[2020-12-19 23:21:34	                main:581]	:	INFO	:	Epoch 1772 | loss: 0.031132 | val_loss: 0.0311621 | Time: 2884.31 ms
[2020-12-19 23:21:37	                main:581]	:	INFO	:	Epoch 1773 | loss: 0.0311332 | val_loss: 0.0311611 | Time: 2880.89 ms
[2020-12-19 23:21:40	                main:581]	:	INFO	:	Epoch 1774 | loss: 0.0311308 | val_loss: 0.0311603 | Time: 2884.56 ms
[2020-12-19 23:21:43	                main:581]	:	INFO	:	Epoch 1775 | loss: 0.0311322 | val_loss: 0.0311619 | Time: 2876.73 ms
[2020-12-19 23:21:46	                main:581]	:	INFO	:	Epoch 1776 | loss: 0.0311309 | val_loss: 0.0311646 | Time: 2902.73 ms
[2020-12-19 23:21:49	                main:581]	:	INFO	:	Epoch 1777 | loss: 0.0311282 | val_loss: 0.0311598 | Time: 2876.68 ms
[2020-12-19 23:21:51	                main:581]	:	INFO	:	Epoch 1778 | loss: 0.031128 | val_loss: 0.0311746 | Time: 2885 ms
[2020-12-19 23:21:54	                main:581]	:	INFO	:	Epoch 1779 | loss: 0.0311345 | val_loss: 0.0311645 | Time: 2877.54 ms
[2020-12-19 23:21:57	                main:581]	:	INFO	:	Epoch 1780 | loss: 0.0311372 | val_loss: 0.0311592 | Time: 2888.9 ms
[2020-12-19 23:22:00	                main:581]	:	INFO	:	Epoch 1781 | loss: 0.0311316 | val_loss: 0.0311601 | Time: 2897.66 ms
[2020-12-19 23:22:03	                main:581]	:	INFO	:	Epoch 1782 | loss: 0.0311316 | val_loss: 0.0311583 | Time: 2877.07 ms
[2020-12-19 23:22:06	                main:581]	:	INFO	:	Epoch 1783 | loss: 0.0311313 | val_loss: 0.0311731 | Time: 2887.03 ms
[2020-12-19 23:22:09	                main:581]	:	INFO	:	Epoch 1784 | loss: 0.0311309 | val_loss: 0.0311604 | Time: 2887.19 ms
[2020-12-19 23:22:12	                main:581]	:	INFO	:	Epoch 1785 | loss: 0.0311282 | val_loss: 0.0311623 | Time: 2883.24 ms
[2020-12-19 23:22:14	                main:581]	:	INFO	:	Epoch 1786 | loss: 0.0311268 | val_loss: 0.0311601 | Time: 2884.54 ms
[2020-12-19 23:22:17	                main:581]	:	INFO	:	Epoch 1787 | loss: 0.0311287 | val_loss: 0.0311631 | Time: 2877.07 ms
[2020-12-19 23:22:20	                main:581]	:	INFO	:	Epoch 1788 | loss: 0.0311289 | val_loss: 0.0311676 | Time: 2885.42 ms
[2020-12-19 23:22:23	                main:581]	:	INFO	:	Epoch 1789 | loss: 0.0311263 | val_loss: 0.0311597 | Time: 2877.62 ms
[2020-12-19 23:22:26	                main:581]	:	INFO	:	Epoch 1790 | loss: 0.0311254 | val_loss: 0.0311638 | Time: 2882.46 ms
[2020-12-19 23:22:29	                main:581]	:	INFO	:	Epoch 1791 | loss: 0.0311268 | val_loss: 0.0311665 | Time: 2877.22 ms
[2020-12-19 23:22:32	                main:581]	:	INFO	:	Epoch 1792 | loss: nan | val_loss: nan | Time: 2881.73 ms
[2020-12-19 23:22:35	                main:581]	:	INFO	:	Epoch 1793 | loss: nan | val_loss: nan | Time: 2880.51 ms
[2020-12-19 23:22:38	                main:581]	:	INFO	:	Epoch 1794 | loss: nan | val_loss: nan | Time: 2878.83 ms
[2020-12-19 23:22:40	                main:581]	:	INFO	:	Epoch 1795 | loss: nan | val_loss: nan | Time: 2882.7 ms
[2020-12-19 23:22:43	                main:581]	:	INFO	:	Epoch 1796 | loss: nan | val_loss: nan | Time: 2881.98 ms
[2020-12-19 23:22:46	                main:581]	:	INFO	:	Epoch 1797 | loss: nan | val_loss: nan | Time: 2905.04 ms
[2020-12-19 23:22:49	                main:581]	:	INFO	:	Epoch 1798 | loss: nan | val_loss: nan | Time: 2880.04 ms
[2020-12-19 23:22:52	                main:581]	:	INFO	:	Epoch 1799 | loss: nan | val_loss: nan | Time: 2870.98 ms
[2020-12-19 23:22:55	                main:581]	:	INFO	:	Epoch 1800 | loss: nan | val_loss: nan | Time: 2882.46 ms
[2020-12-19 23:22:58	                main:581]	:	INFO	:	Epoch 1801 | loss: nan | val_loss: nan | Time: 2888.04 ms
[2020-12-19 23:23:01	                main:581]	:	INFO	:	Epoch 1802 | loss: nan | val_loss: nan | Time: 2903.68 ms
[2020-12-19 23:23:04	                main:581]	:	INFO	:	Epoch 1803 | loss: nan | val_loss: nan | Time: 2890.68 ms
[2020-12-19 23:23:06	                main:581]	:	INFO	:	Epoch 1804 | loss: nan | val_loss: nan | Time: 2885.92 ms
[2020-12-19 23:23:09	                main:581]	:	INFO	:	Epoch 1805 | loss: nan | val_loss: nan | Time: 2881.42 ms
[2020-12-19 23:23:12	                main:581]	:	INFO	:	Epoch 1806 | loss: nan | val_loss: nan | Time: 2879.34 ms
[2020-12-19 23:23:15	                main:581]	:	INFO	:	Epoch 1807 | loss: nan | val_loss: nan | Time: 2898.5 ms
[2020-12-19 23:23:18	                main:581]	:	INFO	:	Epoch 1808 | loss: nan | val_loss: nan | Time: 2876.49 ms
[2020-12-19 23:23:21	                main:581]	:	INFO	:	Epoch 1809 | loss: nan | val_loss: nan | Time: 2878.36 ms
[2020-12-19 23:23:24	                main:581]	:	INFO	:	Epoch 1810 | loss: nan | val_loss: nan | Time: 2888.75 ms
[2020-12-19 23:23:27	                main:581]	:	INFO	:	Epoch 1811 | loss: nan | val_loss: nan | Time: 2886.42 ms
[2020-12-19 23:23:29	                main:581]	:	INFO	:	Epoch 1812 | loss: nan | val_loss: nan | Time: 2877.45 ms
[2020-12-19 23:23:32	                main:581]	:	INFO	:	Epoch 1813 | loss: nan | val_loss: nan | Time: 2883.4 ms
[2020-12-19 23:23:35	                main:581]	:	INFO	:	Epoch 1814 | loss: nan | val_loss: nan | Time: 2880.17 ms
[2020-12-19 23:23:38	                main:581]	:	INFO	:	Epoch 1815 | loss: nan | val_loss: nan | Time: 2887.84 ms
[2020-12-19 23:23:41	                main:581]	:	INFO	:	Epoch 1816 | loss: nan | val_loss: nan | Time: 2889.83 ms
[2020-12-19 23:23:44	                main:581]	:	INFO	:	Epoch 1817 | loss: nan | val_loss: nan | Time: 2887.53 ms
[2020-12-19 23:23:47	                main:581]	:	INFO	:	Epoch 1818 | loss: nan | val_loss: nan | Time: 2906.76 ms
[2020-12-19 23:23:50	                main:581]	:	INFO	:	Epoch 1819 | loss: nan | val_loss: nan | Time: 2882.49 ms
[2020-12-19 23:23:53	                main:581]	:	INFO	:	Epoch 1820 | loss: nan | val_loss: nan | Time: 2887.12 ms
[2020-12-19 23:23:55	                main:581]	:	INFO	:	Epoch 1821 | loss: nan | val_loss: nan | Time: 2890.44 ms
[2020-12-19 23:23:58	                main:581]	:	INFO	:	Epoch 1822 | loss: nan | val_loss: nan | Time: 2881.24 ms
[2020-12-19 23:24:01	                main:581]	:	INFO	:	Epoch 1823 | loss: nan | val_loss: nan | Time: 2907.14 ms
[2020-12-19 23:24:04	                main:581]	:	INFO	:	Epoch 1824 | loss: nan | val_loss: nan | Time: 2890.76 ms
[2020-12-19 23:24:07	                main:581]	:	INFO	:	Epoch 1825 | loss: nan | val_loss: nan | Time: 2886.18 ms
[2020-12-19 23:24:10	                main:581]	:	INFO	:	Epoch 1826 | loss: nan | val_loss: nan | Time: 2884.3 ms
[2020-12-19 23:24:13	                main:581]	:	INFO	:	Epoch 1827 | loss: nan | val_loss: nan | Time: 2882.83 ms
[2020-12-19 23:24:16	                main:581]	:	INFO	:	Epoch 1828 | loss: nan | val_loss: nan | Time: 2908.11 ms
[2020-12-19 23:24:19	                main:581]	:	INFO	:	Epoch 1829 | loss: nan | val_loss: nan | Time: 2883.5 ms
[2020-12-19 23:24:22	                main:581]	:	INFO	:	Epoch 1830 | loss: nan | val_loss: nan | Time: 2883.59 ms
[2020-12-19 23:24:24	                main:581]	:	INFO	:	Epoch 1831 | loss: nan | val_loss: nan | Time: 2878.86 ms
[2020-12-19 23:24:27	                main:581]	:	INFO	:	Epoch 1832 | loss: nan | val_loss: nan | Time: 2882.69 ms
[2020-12-19 23:24:30	                main:581]	:	INFO	:	Epoch 1833 | loss: nan | val_loss: nan | Time: 2880.65 ms
[2020-12-19 23:24:33	                main:581]	:	INFO	:	Epoch 1834 | loss: nan | val_loss: nan | Time: 2884.89 ms
[2020-12-19 23:24:36	                main:581]	:	INFO	:	Epoch 1835 | loss: nan | val_loss: nan | Time: 2883.53 ms
[2020-12-19 23:24:39	                main:581]	:	INFO	:	Epoch 1836 | loss: nan | val_loss: nan | Time: 2890.75 ms
[2020-12-19 23:24:42	                main:581]	:	INFO	:	Epoch 1837 | loss: nan | val_loss: nan | Time: 2890.55 ms
[2020-12-19 23:24:45	                main:581]	:	INFO	:	Epoch 1838 | loss: nan | val_loss: nan | Time: 2892.36 ms
[2020-12-19 23:24:47	                main:581]	:	INFO	:	Epoch 1839 | loss: nan | val_loss: nan | Time: 2877.72 ms
[2020-12-19 23:24:50	                main:581]	:	INFO	:	Epoch 1840 | loss: nan | val_loss: nan | Time: 2885.8 ms
[2020-12-19 23:24:53	                main:581]	:	INFO	:	Epoch 1841 | loss: nan | val_loss: nan | Time: 2887.1 ms
[2020-12-19 23:24:56	                main:581]	:	INFO	:	Epoch 1842 | loss: nan | val_loss: nan | Time: 2880.88 ms
[2020-12-19 23:24:59	                main:581]	:	INFO	:	Epoch 1843 | loss: nan | val_loss: nan | Time: 2872.15 ms
[2020-12-19 23:25:02	                main:581]	:	INFO	:	Epoch 1844 | loss: nan | val_loss: nan | Time: 2905 ms
[2020-12-19 23:25:05	                main:581]	:	INFO	:	Epoch 1845 | loss: nan | val_loss: nan | Time: 2884.62 ms
[2020-12-19 23:25:08	                main:581]	:	INFO	:	Epoch 1846 | loss: nan | val_loss: nan | Time: 2888.71 ms
[2020-12-19 23:25:11	                main:581]	:	INFO	:	Epoch 1847 | loss: nan | val_loss: nan | Time: 2883.36 ms
[2020-12-19 23:25:13	                main:581]	:	INFO	:	Epoch 1848 | loss: nan | val_loss: nan | Time: 2882.57 ms
[2020-12-19 23:25:16	                main:581]	:	INFO	:	Epoch 1849 | loss: nan | val_loss: nan | Time: 2903.64 ms
[2020-12-19 23:25:19	                main:581]	:	INFO	:	Epoch 1850 | loss: nan | val_loss: nan | Time: 2884.09 ms
[2020-12-19 23:25:22	                main:581]	:	INFO	:	Epoch 1851 | loss: nan | val_loss: nan | Time: 2873.43 ms
[2020-12-19 23:25:25	                main:581]	:	INFO	:	Epoch 1852 | loss: nan | val_loss: nan | Time: 2876.09 ms
[2020-12-19 23:25:28	                main:581]	:	INFO	:	Epoch 1853 | loss: nan | val_loss: nan | Time: 2874.72 ms
[2020-12-19 23:25:31	                main:581]	:	INFO	:	Epoch 1854 | loss: nan | val_loss: nan | Time: 2886.78 ms
[2020-12-19 23:25:34	                main:581]	:	INFO	:	Epoch 1855 | loss: nan | val_loss: nan | Time: 2886.09 ms
[2020-12-19 23:25:37	                main:581]	:	INFO	:	Epoch 1856 | loss: nan | val_loss: nan | Time: 2882.88 ms
[2020-12-19 23:25:39	                main:581]	:	INFO	:	Epoch 1857 | loss: nan | val_loss: nan | Time: 2875.89 ms
[2020-12-19 23:25:42	                main:581]	:	INFO	:	Epoch 1858 | loss: nan | val_loss: nan | Time: 2872.79 ms
[2020-12-19 23:25:45	                main:581]	:	INFO	:	Epoch 1859 | loss: nan | val_loss: nan | Time: 2903.41 ms
[2020-12-19 23:25:48	                main:581]	:	INFO	:	Epoch 1860 | loss: nan | val_loss: nan | Time: 2872.96 ms
[2020-12-19 23:25:51	                main:581]	:	INFO	:	Epoch 1861 | loss: nan | val_loss: nan | Time: 2885.04 ms
[2020-12-19 23:25:54	                main:581]	:	INFO	:	Epoch 1862 | loss: nan | val_loss: nan | Time: 2884.48 ms
[2020-12-19 23:25:57	                main:581]	:	INFO	:	Epoch 1863 | loss: nan | val_loss: nan | Time: 2881 ms
[2020-12-19 23:26:00	                main:581]	:	INFO	:	Epoch 1864 | loss: nan | val_loss: nan | Time: 2885.09 ms
[2020-12-19 23:26:02	                main:581]	:	INFO	:	Epoch 1865 | loss: nan | val_loss: nan | Time: 2889.22 ms
[2020-12-19 23:26:05	                main:581]	:	INFO	:	Epoch 1866 | loss: nan | val_loss: nan | Time: 2879.5 ms
[2020-12-19 23:26:08	                main:581]	:	INFO	:	Epoch 1867 | loss: nan | val_loss: nan | Time: 2881.67 ms
[2020-12-19 23:26:11	                main:581]	:	INFO	:	Epoch 1868 | loss: nan | val_loss: nan | Time: 2876.02 ms
[2020-12-19 23:26:14	                main:581]	:	INFO	:	Epoch 1869 | loss: nan | val_loss: nan | Time: 2883.72 ms
[2020-12-19 23:26:17	                main:581]	:	INFO	:	Epoch 1870 | loss: nan | val_loss: nan | Time: 2903.95 ms
[2020-12-19 23:26:20	                main:581]	:	INFO	:	Epoch 1871 | loss: nan | val_loss: nan | Time: 2883.04 ms
[2020-12-19 23:26:23	                main:581]	:	INFO	:	Epoch 1872 | loss: nan | val_loss: nan | Time: 2873.9 ms
[2020-12-19 23:26:26	                main:581]	:	INFO	:	Epoch 1873 | loss: nan | val_loss: nan | Time: 2873.13 ms
[2020-12-19 23:26:28	                main:581]	:	INFO	:	Epoch 1874 | loss: nan | val_loss: nan | Time: 2885.99 ms
[2020-12-19 23:26:31	                main:581]	:	INFO	:	Epoch 1875 | loss: nan | val_loss: nan | Time: 2877.09 ms
[2020-12-19 23:26:34	                main:581]	:	INFO	:	Epoch 1876 | loss: nan | val_loss: nan | Time: 2884.16 ms
[2020-12-19 23:26:37	                main:581]	:	INFO	:	Epoch 1877 | loss: nan | val_loss: nan | Time: 2887.6 ms
[2020-12-19 23:26:40	                main:581]	:	INFO	:	Epoch 1878 | loss: nan | val_loss: nan | Time: 2877.29 ms
[2020-12-19 23:26:43	                main:581]	:	INFO	:	Epoch 1879 | loss: nan | val_loss: nan | Time: 2875.22 ms
[2020-12-19 23:26:46	                main:581]	:	INFO	:	Epoch 1880 | loss: nan | val_loss: nan | Time: 2901.72 ms
[2020-12-19 23:26:49	                main:581]	:	INFO	:	Epoch 1881 | loss: nan | val_loss: nan | Time: 2879.55 ms
[2020-12-19 23:26:51	                main:581]	:	INFO	:	Epoch 1882 | loss: nan | val_loss: nan | Time: 2876.28 ms
[2020-12-19 23:26:54	                main:581]	:	INFO	:	Epoch 1883 | loss: nan | val_loss: nan | Time: 2878.81 ms
[2020-12-19 23:26:57	                main:581]	:	INFO	:	Epoch 1884 | loss: nan | val_loss: nan | Time: 2884.52 ms
[2020-12-19 23:27:00	                main:581]	:	INFO	:	Epoch 1885 | loss: nan | val_loss: nan | Time: 2899.72 ms
[2020-12-19 23:27:03	                main:581]	:	INFO	:	Epoch 1886 | loss: nan | val_loss: nan | Time: 2888.18 ms
[2020-12-19 23:27:06	                main:581]	:	INFO	:	Epoch 1887 | loss: nan | val_loss: nan | Time: 2887.4 ms
[2020-12-19 23:27:09	                main:581]	:	INFO	:	Epoch 1888 | loss: nan | val_loss: nan | Time: 2878.11 ms
[2020-12-19 23:27:12	                main:581]	:	INFO	:	Epoch 1889 | loss: nan | val_loss: nan | Time: 2887.26 ms
[2020-12-19 23:27:15	                main:581]	:	INFO	:	Epoch 1890 | loss: nan | val_loss: nan | Time: 2889.29 ms
[2020-12-19 23:27:17	                main:581]	:	INFO	:	Epoch 1891 | loss: nan | val_loss: nan | Time: 2884.09 ms
[2020-12-19 23:27:20	                main:581]	:	INFO	:	Epoch 1892 | loss: nan | val_loss: nan | Time: 2888.02 ms
[2020-12-19 23:27:23	                main:581]	:	INFO	:	Epoch 1893 | loss: nan | val_loss: nan | Time: 2873.79 ms
[2020-12-19 23:27:26	                main:581]	:	INFO	:	Epoch 1894 | loss: nan | val_loss: nan | Time: 2880.51 ms
[2020-12-19 23:27:29	                main:581]	:	INFO	:	Epoch 1895 | loss: nan | val_loss: nan | Time: 2874.59 ms
[2020-12-19 23:27:32	                main:581]	:	INFO	:	Epoch 1896 | loss: nan | val_loss: nan | Time: 2886.39 ms
[2020-12-19 23:27:35	                main:581]	:	INFO	:	Epoch 1897 | loss: nan | val_loss: nan | Time: 2883.54 ms
[2020-12-19 23:27:38	                main:581]	:	INFO	:	Epoch 1898 | loss: nan | val_loss: nan | Time: 2876.3 ms
[2020-12-19 23:27:41	                main:581]	:	INFO	:	Epoch 1899 | loss: nan | val_loss: nan | Time: 2870.96 ms
[2020-12-19 23:27:43	                main:581]	:	INFO	:	Epoch 1900 | loss: nan | val_loss: nan | Time: 2874.83 ms
[2020-12-19 23:27:46	                main:581]	:	INFO	:	Epoch 1901 | loss: nan | val_loss: nan | Time: 2904.6 ms
[2020-12-19 23:27:49	                main:581]	:	INFO	:	Epoch 1902 | loss: nan | val_loss: nan | Time: 2877.32 ms
[2020-12-19 23:27:52	                main:581]	:	INFO	:	Epoch 1903 | loss: nan | val_loss: nan | Time: 2877.98 ms
[2020-12-19 23:27:55	                main:581]	:	INFO	:	Epoch 1904 | loss: nan | val_loss: nan | Time: 2882.06 ms
[2020-12-19 23:27:58	                main:581]	:	INFO	:	Epoch 1905 | loss: nan | val_loss: nan | Time: 2883.36 ms
[2020-12-19 23:28:01	                main:581]	:	INFO	:	Epoch 1906 | loss: nan | val_loss: nan | Time: 2906.39 ms
[2020-12-19 23:28:04	                main:581]	:	INFO	:	Epoch 1907 | loss: nan | val_loss: nan | Time: 2884.09 ms
[2020-12-19 23:28:06	                main:581]	:	INFO	:	Epoch 1908 | loss: nan | val_loss: nan | Time: 2881.6 ms
[2020-12-19 23:28:09	                main:581]	:	INFO	:	Epoch 1909 | loss: nan | val_loss: nan | Time: 2884.11 ms
[2020-12-19 23:28:12	                main:581]	:	INFO	:	Epoch 1910 | loss: nan | val_loss: nan | Time: 2878.26 ms
[2020-12-19 23:28:15	                main:581]	:	INFO	:	Epoch 1911 | loss: nan | val_loss: nan | Time: 2907.58 ms
[2020-12-19 23:28:18	                main:581]	:	INFO	:	Epoch 1912 | loss: nan | val_loss: nan | Time: 2887.39 ms
[2020-12-19 23:28:21	                main:581]	:	INFO	:	Epoch 1913 | loss: nan | val_loss: nan | Time: 2875.96 ms
[2020-12-19 23:28:24	                main:581]	:	INFO	:	Epoch 1914 | loss: nan | val_loss: nan | Time: 2870.83 ms
[2020-12-19 23:28:27	                main:581]	:	INFO	:	Epoch 1915 | loss: nan | val_loss: nan | Time: 2883.1 ms
[2020-12-19 23:28:30	                main:581]	:	INFO	:	Epoch 1916 | loss: nan | val_loss: nan | Time: 2873.33 ms
[2020-12-19 23:28:32	                main:581]	:	INFO	:	Epoch 1917 | loss: nan | val_loss: nan | Time: 2881.96 ms
[2020-12-19 23:28:35	                main:581]	:	INFO	:	Epoch 1918 | loss: nan | val_loss: nan | Time: 2889.98 ms
[2020-12-19 23:28:38	                main:581]	:	INFO	:	Epoch 1919 | loss: nan | val_loss: nan | Time: 2879.43 ms
[2020-12-19 23:28:41	                main:581]	:	INFO	:	Epoch 1920 | loss: nan | val_loss: nan | Time: 2892.36 ms
[2020-12-19 23:28:44	                main:581]	:	INFO	:	Epoch 1921 | loss: nan | val_loss: nan | Time: 2876.12 ms
[2020-12-19 23:28:47	                main:581]	:	INFO	:	Epoch 1922 | loss: nan | val_loss: nan | Time: 2910.54 ms
[2020-12-19 23:28:50	                main:581]	:	INFO	:	Epoch 1923 | loss: nan | val_loss: nan | Time: 2869.99 ms
[2020-12-19 23:28:53	                main:581]	:	INFO	:	Epoch 1924 | loss: nan | val_loss: nan | Time: 2882.51 ms
[2020-12-19 23:28:56	                main:581]	:	INFO	:	Epoch 1925 | loss: nan | val_loss: nan | Time: 2878.53 ms
[2020-12-19 23:28:58	                main:581]	:	INFO	:	Epoch 1926 | loss: nan | val_loss: nan | Time: 2875.65 ms
[2020-12-19 23:29:01	                main:581]	:	INFO	:	Epoch 1927 | loss: nan | val_loss: nan | Time: 2905.38 ms
[2020-12-19 23:29:04	                main:581]	:	INFO	:	Epoch 1928 | loss: nan | val_loss: nan | Time: 2886.84 ms
[2020-12-19 23:29:07	                main:581]	:	INFO	:	Epoch 1929 | loss: nan | val_loss: nan | Time: 2876.35 ms
[2020-12-19 23:29:10	                main:581]	:	INFO	:	Epoch 1930 | loss: nan | val_loss: nan | Time: 2872.98 ms
[2020-12-19 23:29:13	                main:581]	:	INFO	:	Epoch 1931 | loss: nan | val_loss: nan | Time: 2876.78 ms
[2020-12-19 23:29:16	                main:581]	:	INFO	:	Epoch 1932 | loss: nan | val_loss: nan | Time: 2911.15 ms
[2020-12-19 23:29:19	                main:581]	:	INFO	:	Epoch 1933 | loss: nan | val_loss: nan | Time: 2884.61 ms
[2020-12-19 23:29:22	                main:581]	:	INFO	:	Epoch 1934 | loss: nan | val_loss: nan | Time: 2888.59 ms
[2020-12-19 23:29:24	                main:581]	:	INFO	:	Epoch 1935 | loss: nan | val_loss: nan | Time: 2882.81 ms
[2020-12-19 23:29:27	                main:581]	:	INFO	:	Epoch 1936 | loss: nan | val_loss: nan | Time: 2887.69 ms
[2020-12-19 23:29:30	                main:581]	:	INFO	:	Epoch 1937 | loss: nan | val_loss: nan | Time: 2877.31 ms
[2020-12-19 23:29:33	                main:581]	:	INFO	:	Epoch 1938 | loss: nan | val_loss: nan | Time: 2878.38 ms
[2020-12-19 23:29:36	                main:581]	:	INFO	:	Epoch 1939 | loss: nan | val_loss: nan | Time: 2885.13 ms
[2020-12-19 23:29:39	                main:581]	:	INFO	:	Epoch 1940 | loss: nan | val_loss: nan | Time: 2888.97 ms
[2020-12-19 23:29:42	                main:581]	:	INFO	:	Epoch 1941 | loss: nan | val_loss: nan | Time: 2876.3 ms
[2020-12-19 23:29:45	                main:581]	:	INFO	:	Epoch 1942 | loss: nan | val_loss: nan | Time: 2889.45 ms
[2020-12-19 23:29:47	                main:581]	:	INFO	:	Epoch 1943 | loss: nan | val_loss: nan | Time: 2879.89 ms
[2020-12-19 23:29:50	                main:581]	:	INFO	:	Epoch 1944 | loss: nan | val_loss: nan | Time: 2884.54 ms
[2020-12-19 23:29:53	                main:581]	:	INFO	:	Epoch 1945 | loss: nan | val_loss: nan | Time: 2880.96 ms
[2020-12-19 23:29:56	                main:581]	:	INFO	:	Epoch 1946 | loss: nan | val_loss: nan | Time: 2882.59 ms
[2020-12-19 23:29:59	                main:581]	:	INFO	:	Epoch 1947 | loss: nan | val_loss: nan | Time: 2882.3 ms
[2020-12-19 23:30:02	                main:581]	:	INFO	:	Epoch 1948 | loss: nan | val_loss: nan | Time: 2904.72 ms
[2020-12-19 23:30:05	                main:581]	:	INFO	:	Epoch 1949 | loss: nan | val_loss: nan | Time: 2888.01 ms
[2020-12-19 23:30:08	                main:581]	:	INFO	:	Epoch 1950 | loss: nan | val_loss: nan | Time: 2878.3 ms
[2020-12-19 23:30:11	                main:581]	:	INFO	:	Epoch 1951 | loss: nan | val_loss: nan | Time: 2884.18 ms
[2020-12-19 23:30:13	                main:581]	:	INFO	:	Epoch 1952 | loss: nan | val_loss: nan | Time: 2875.53 ms
[2020-12-19 23:30:16	                main:581]	:	INFO	:	Epoch 1953 | loss: nan | val_loss: nan | Time: 2897.53 ms
[2020-12-19 23:30:19	                main:581]	:	INFO	:	Epoch 1954 | loss: nan | val_loss: nan | Time: 2873.69 ms
[2020-12-19 23:30:22	                main:581]	:	INFO	:	Epoch 1955 | loss: nan | val_loss: nan | Time: 2882.44 ms
[2020-12-19 23:30:25	                main:581]	:	INFO	:	Epoch 1956 | loss: nan | val_loss: nan | Time: 2877.25 ms
[2020-12-19 23:30:28	                main:581]	:	INFO	:	Epoch 1957 | loss: nan | val_loss: nan | Time: 2881.71 ms
[2020-12-19 23:30:31	                main:581]	:	INFO	:	Epoch 1958 | loss: nan | val_loss: nan | Time: 2885.96 ms
[2020-12-19 23:30:34	                main:581]	:	INFO	:	Epoch 1959 | loss: nan | val_loss: nan | Time: 2873.21 ms
[2020-12-19 23:30:36	                main:581]	:	INFO	:	Epoch 1960 | loss: nan | val_loss: nan | Time: 2880.21 ms
[2020-12-19 23:30:39	                main:581]	:	INFO	:	Epoch 1961 | loss: nan | val_loss: nan | Time: 2872.24 ms
[2020-12-19 23:30:42	                main:581]	:	INFO	:	Epoch 1962 | loss: nan | val_loss: nan | Time: 2876.57 ms
[2020-12-19 23:30:45	                main:581]	:	INFO	:	Epoch 1963 | loss: nan | val_loss: nan | Time: 2892.9 ms
[2020-12-19 23:30:48	                main:581]	:	INFO	:	Epoch 1964 | loss: nan | val_loss: nan | Time: 2888.54 ms
[2020-12-19 23:30:51	                main:581]	:	INFO	:	Epoch 1965 | loss: nan | val_loss: nan | Time: 2889.13 ms
[2020-12-19 23:30:54	                main:581]	:	INFO	:	Epoch 1966 | loss: nan | val_loss: nan | Time: 2882.42 ms
[2020-12-19 23:30:57	                main:581]	:	INFO	:	Epoch 1967 | loss: nan | val_loss: nan | Time: 2879.55 ms
[2020-12-19 23:31:00	                main:581]	:	INFO	:	Epoch 1968 | loss: nan | val_loss: nan | Time: 2884.66 ms
[2020-12-19 23:31:02	                main:581]	:	INFO	:	Epoch 1969 | loss: nan | val_loss: nan | Time: 2875.81 ms
[2020-12-19 23:31:05	                main:581]	:	INFO	:	Epoch 1970 | loss: nan | val_loss: nan | Time: 2882.82 ms
[2020-12-19 23:31:08	                main:581]	:	INFO	:	Epoch 1971 | loss: nan | val_loss: nan | Time: 2884.33 ms
[2020-12-19 23:31:11	                main:581]	:	INFO	:	Epoch 1972 | loss: nan | val_loss: nan | Time: 2872.19 ms
[2020-12-19 23:31:14	                main:581]	:	INFO	:	Epoch 1973 | loss: nan | val_loss: nan | Time: 2878.81 ms
[2020-12-19 23:31:17	                main:581]	:	INFO	:	Epoch 1974 | loss: nan | val_loss: nan | Time: 2894.32 ms
[2020-12-19 23:31:20	                main:581]	:	INFO	:	Epoch 1975 | loss: nan | val_loss: nan | Time: 2881.06 ms
[2020-12-19 23:31:23	                main:581]	:	INFO	:	Epoch 1976 | loss: nan | val_loss: nan | Time: 2880.89 ms
[2020-12-19 23:31:25	                main:581]	:	INFO	:	Epoch 1977 | loss: nan | val_loss: nan | Time: 2869.06 ms
[2020-12-19 23:31:28	                main:581]	:	INFO	:	Epoch 1978 | loss: nan | val_loss: nan | Time: 2879.64 ms
[2020-12-19 23:31:31	                main:581]	:	INFO	:	Epoch 1979 | loss: nan | val_loss: nan | Time: 2887.26 ms
[2020-12-19 23:31:34	                main:581]	:	INFO	:	Epoch 1980 | loss: nan | val_loss: nan | Time: 2879.7 ms
[2020-12-19 23:31:37	                main:581]	:	INFO	:	Epoch 1981 | loss: nan | val_loss: nan | Time: 2877.91 ms
[2020-12-19 23:31:40	                main:581]	:	INFO	:	Epoch 1982 | loss: nan | val_loss: nan | Time: 2874.97 ms
[2020-12-19 23:31:43	                main:581]	:	INFO	:	Epoch 1983 | loss: nan | val_loss: nan | Time: 2879.96 ms
[2020-12-19 23:31:46	                main:581]	:	INFO	:	Epoch 1984 | loss: nan | val_loss: nan | Time: 2905.28 ms
[2020-12-19 23:31:49	                main:581]	:	INFO	:	Epoch 1985 | loss: nan | val_loss: nan | Time: 2878.73 ms
[2020-12-19 23:31:51	                main:581]	:	INFO	:	Epoch 1986 | loss: nan | val_loss: nan | Time: 2880.81 ms
[2020-12-19 23:31:54	                main:581]	:	INFO	:	Epoch 1987 | loss: nan | val_loss: nan | Time: 2877.76 ms
[2020-12-19 23:31:57	                main:581]	:	INFO	:	Epoch 1988 | loss: nan | val_loss: nan | Time: 2873.65 ms
[2020-12-19 23:32:00	                main:581]	:	INFO	:	Epoch 1989 | loss: nan | val_loss: nan | Time: 2898.37 ms
[2020-12-19 23:32:03	                main:581]	:	INFO	:	Epoch 1990 | loss: nan | val_loss: nan | Time: 2865.37 ms
[2020-12-19 23:32:06	                main:581]	:	INFO	:	Epoch 1991 | loss: nan | val_loss: nan | Time: 2884.43 ms
[2020-12-19 23:32:09	                main:581]	:	INFO	:	Epoch 1992 | loss: nan | val_loss: nan | Time: 2876.41 ms
[2020-12-19 23:32:12	                main:581]	:	INFO	:	Epoch 1993 | loss: nan | val_loss: nan | Time: 2880.49 ms
[2020-12-19 23:32:14	                main:581]	:	INFO	:	Epoch 1994 | loss: nan | val_loss: nan | Time: 2879.47 ms
[2020-12-19 23:32:17	                main:581]	:	INFO	:	Epoch 1995 | loss: nan | val_loss: nan | Time: 2882.67 ms
[2020-12-19 23:32:20	                main:581]	:	INFO	:	Epoch 1996 | loss: nan | val_loss: nan | Time: 2877.54 ms
[2020-12-19 23:32:23	                main:581]	:	INFO	:	Epoch 1997 | loss: nan | val_loss: nan | Time: 2879.65 ms
[2020-12-19 23:32:26	                main:581]	:	INFO	:	Epoch 1998 | loss: nan | val_loss: nan | Time: 2887.78 ms
[2020-12-19 23:32:29	                main:581]	:	INFO	:	Epoch 1999 | loss: nan | val_loss: nan | Time: 2878.42 ms
[2020-12-19 23:32:32	                main:581]	:	INFO	:	Epoch 2000 | loss: nan | val_loss: nan | Time: 2886.54 ms
[2020-12-19 23:32:35	                main:581]	:	INFO	:	Epoch 2001 | loss: nan | val_loss: nan | Time: 2873.66 ms
[2020-12-19 23:32:38	                main:581]	:	INFO	:	Epoch 2002 | loss: nan | val_loss: nan | Time: 2878.94 ms
[2020-12-19 23:32:40	                main:581]	:	INFO	:	Epoch 2003 | loss: nan | val_loss: nan | Time: 2880.9 ms
[2020-12-19 23:32:43	                main:581]	:	INFO	:	Epoch 2004 | loss: nan | val_loss: nan | Time: 2883.41 ms
[2020-12-19 23:32:46	                main:581]	:	INFO	:	Epoch 2005 | loss: nan | val_loss: nan | Time: 2894.93 ms
[2020-12-19 23:32:49	                main:581]	:	INFO	:	Epoch 2006 | loss: nan | val_loss: nan | Time: 2875.69 ms
[2020-12-19 23:32:52	                main:581]	:	INFO	:	Epoch 2007 | loss: nan | val_loss: nan | Time: 2876.28 ms
[2020-12-19 23:32:55	                main:581]	:	INFO	:	Epoch 2008 | loss: nan | val_loss: nan | Time: 2879.09 ms
[2020-12-19 23:32:58	                main:581]	:	INFO	:	Epoch 2009 | loss: nan | val_loss: nan | Time: 2874.77 ms
[2020-12-19 23:33:01	                main:581]	:	INFO	:	Epoch 2010 | loss: nan | val_loss: nan | Time: 2904.52 ms
[2020-12-19 23:33:03	                main:581]	:	INFO	:	Epoch 2011 | loss: nan | val_loss: nan | Time: 2886.24 ms
[2020-12-19 23:33:06	                main:581]	:	INFO	:	Epoch 2012 | loss: nan | val_loss: nan | Time: 2883.9 ms
[2020-12-19 23:33:09	                main:581]	:	INFO	:	Epoch 2013 | loss: nan | val_loss: nan | Time: 2884.86 ms
[2020-12-19 23:33:12	                main:581]	:	INFO	:	Epoch 2014 | loss: nan | val_loss: nan | Time: 2882.32 ms
[2020-12-19 23:33:15	                main:581]	:	INFO	:	Epoch 2015 | loss: nan | val_loss: nan | Time: 2914.5 ms
[2020-12-19 23:33:18	                main:581]	:	INFO	:	Epoch 2016 | loss: nan | val_loss: nan | Time: 2881.18 ms
[2020-12-19 23:33:21	                main:581]	:	INFO	:	Epoch 2017 | loss: nan | val_loss: nan | Time: 2884.56 ms
[2020-12-19 23:33:24	                main:581]	:	INFO	:	Epoch 2018 | loss: nan | val_loss: nan | Time: 2886.79 ms
[2020-12-19 23:33:27	                main:581]	:	INFO	:	Epoch 2019 | loss: nan | val_loss: nan | Time: 2877.5 ms
[2020-12-19 23:33:29	                main:581]	:	INFO	:	Epoch 2020 | loss: nan | val_loss: nan | Time: 2874.56 ms
[2020-12-19 23:33:32	                main:581]	:	INFO	:	Epoch 2021 | loss: nan | val_loss: nan | Time: 2880.59 ms
[2020-12-19 23:33:35	                main:581]	:	INFO	:	Epoch 2022 | loss: nan | val_loss: nan | Time: 2885.1 ms
[2020-12-19 23:33:38	                main:581]	:	INFO	:	Epoch 2023 | loss: nan | val_loss: nan | Time: 2886.64 ms
[2020-12-19 23:33:41	                main:581]	:	INFO	:	Epoch 2024 | loss: nan | val_loss: nan | Time: 2888.88 ms
[2020-12-19 23:33:44	                main:581]	:	INFO	:	Epoch 2025 | loss: nan | val_loss: nan | Time: 2884.65 ms
[2020-12-19 23:33:47	                main:581]	:	INFO	:	Epoch 2026 | loss: nan | val_loss: nan | Time: 2909.46 ms
[2020-12-19 23:33:50	                main:581]	:	INFO	:	Epoch 2027 | loss: nan | val_loss: nan | Time: 2881.84 ms
[2020-12-19 23:33:53	                main:581]	:	INFO	:	Epoch 2028 | loss: nan | val_loss: nan | Time: 2880.78 ms
[2020-12-19 23:33:55	                main:581]	:	INFO	:	Epoch 2029 | loss: nan | val_loss: nan | Time: 2888.44 ms
[2020-12-19 23:33:58	                main:581]	:	INFO	:	Epoch 2030 | loss: nan | val_loss: nan | Time: 2875.52 ms
[2020-12-19 23:34:01	                main:581]	:	INFO	:	Epoch 2031 | loss: nan | val_loss: nan | Time: 2899.66 ms
[2020-12-19 23:34:04	                main:581]	:	INFO	:	Epoch 2032 | loss: nan | val_loss: nan | Time: 2884.51 ms
[2020-12-19 23:34:07	                main:581]	:	INFO	:	Epoch 2033 | loss: nan | val_loss: nan | Time: 2885.57 ms
[2020-12-19 23:34:10	                main:581]	:	INFO	:	Epoch 2034 | loss: nan | val_loss: nan | Time: 2879.28 ms
[2020-12-19 23:34:13	                main:581]	:	INFO	:	Epoch 2035 | loss: nan | val_loss: nan | Time: 2884.43 ms
[2020-12-19 23:34:16	                main:581]	:	INFO	:	Epoch 2036 | loss: nan | val_loss: nan | Time: 2915.17 ms
[2020-12-19 23:34:19	                main:581]	:	INFO	:	Epoch 2037 | loss: nan | val_loss: nan | Time: 2889.04 ms
[2020-12-19 23:34:21	                main:581]	:	INFO	:	Epoch 2038 | loss: nan | val_loss: nan | Time: 2879.13 ms
[2020-12-19 23:34:24	                main:581]	:	INFO	:	Epoch 2039 | loss: nan | val_loss: nan | Time: 2888.74 ms
[2020-12-19 23:34:27	                main:581]	:	INFO	:	Epoch 2040 | loss: nan | val_loss: nan | Time: 2877.14 ms
[2020-12-19 23:34:30	                main:581]	:	INFO	:	Epoch 2041 | loss: nan | val_loss: nan | Time: 2883.46 ms
[2020-12-19 23:34:33	                main:581]	:	INFO	:	Epoch 2042 | loss: nan | val_loss: nan | Time: 2884.61 ms
[2020-12-19 23:34:36	                main:581]	:	INFO	:	Epoch 2043 | loss: nan | val_loss: nan | Time: 2887.34 ms
[2020-12-19 23:34:39	                main:581]	:	INFO	:	Epoch 2044 | loss: nan | val_loss: nan | Time: 2885.05 ms
[2020-12-19 23:34:42	                main:581]	:	INFO	:	Epoch 2045 | loss: nan | val_loss: nan | Time: 2882.49 ms
[2020-12-19 23:34:45	                main:581]	:	INFO	:	Epoch 2046 | loss: nan | val_loss: nan | Time: 2877.6 ms
[2020-12-19 23:34:47	                main:581]	:	INFO	:	Epoch 2047 | loss: nan | val_loss: nan | Time: 2887.4 ms
[2020-12-19 23:34:50	                main:581]	:	INFO	:	Epoch 2048 | loss: nan | val_loss: nan | Time: 2873.8 ms
[2020-12-19 23:34:50	                main:604]	:	INFO	:	Saving trained model to model-final.pt, val_loss nan
[2020-12-19 23:34:50	                main:610]	:	INFO	:	Saving end state to config to file
[2020-12-19 23:34:50	                main:615]	:	INFO	:	Success, exiting..
23:34:50 (2088508): 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)