Task 10038785

Name ParityModified-1638637658-5750-1-0_0
Workunit 7416971
Created 20 Dec 2021, 5:29:58 UTC
Sent 7 Jan 2022, 9:47:36 UTC
Report deadline 15 Jan 2022, 9:47:36 UTC
Received 8 Jan 2022, 0:49:09 UTC
Server state Over
Outcome Validate error
Client state Done
Exit status 0 (0x00000000)
Computer ID 16815
Run time 1 hours 40 min 20 sec
CPU time 1 hours 40 min 6 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 17,976.49 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 2.49 GB
Peak swap size 4.39 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
574]	:	INFO	:	Epoch 1527 | loss: 0.0311901 | val_loss: 0.0311899 | Time: 1583.67 ms
[2022-01-07 18:34:13	                main:574]	:	INFO	:	Epoch 1528 | loss: 0.0311904 | val_loss: 0.031191 | Time: 1616.6 ms
[2022-01-07 18:34:15	                main:574]	:	INFO	:	Epoch 1529 | loss: 0.0311938 | val_loss: 0.0311974 | Time: 1592.62 ms
[2022-01-07 18:34:16	                main:574]	:	INFO	:	Epoch 1530 | loss: 0.0311913 | val_loss: 0.0311866 | Time: 1593.43 ms
[2022-01-07 18:34:18	                main:574]	:	INFO	:	Epoch 1531 | loss: 0.0311927 | val_loss: 0.0311924 | Time: 1569.37 ms
[2022-01-07 18:34:20	                main:574]	:	INFO	:	Epoch 1532 | loss: 0.0311896 | val_loss: 0.0311861 | Time: 1606.75 ms
[2022-01-07 18:34:21	                main:574]	:	INFO	:	Epoch 1533 | loss: 0.0311896 | val_loss: 0.0311866 | Time: 1640.56 ms
[2022-01-07 18:34:23	                main:574]	:	INFO	:	Epoch 1534 | loss: 0.0311879 | val_loss: 0.0311871 | Time: 1580.08 ms
[2022-01-07 18:34:24	                main:574]	:	INFO	:	Epoch 1535 | loss: 0.031188 | val_loss: 0.0311882 | Time: 1586.4 ms
[2022-01-07 18:34:26	                main:574]	:	INFO	:	Epoch 1536 | loss: 0.0311871 | val_loss: 0.0311844 | Time: 1628.17 ms
[2022-01-07 18:34:28	                main:574]	:	INFO	:	Epoch 1537 | loss: 0.0311879 | val_loss: 0.0311839 | Time: 1605.98 ms
[2022-01-07 18:34:29	                main:574]	:	INFO	:	Epoch 1538 | loss: 0.0311865 | val_loss: 0.0311851 | Time: 1580.6 ms
[2022-01-07 18:34:31	                main:574]	:	INFO	:	Epoch 1539 | loss: 0.0311891 | val_loss: 0.0311863 | Time: 1550.47 ms
[2022-01-07 18:34:32	                main:574]	:	INFO	:	Epoch 1540 | loss: 0.031188 | val_loss: 0.0311833 | Time: 1556.83 ms
[2022-01-07 18:34:34	                main:574]	:	INFO	:	Epoch 1541 | loss: 0.0311852 | val_loss: 0.0311827 | Time: 1623.41 ms
[2022-01-07 18:34:36	                main:574]	:	INFO	:	Epoch 1542 | loss: 0.0311859 | val_loss: 0.031191 | Time: 1614.17 ms
[2022-01-07 18:34:37	                main:574]	:	INFO	:	Epoch 1543 | loss: 0.0311877 | val_loss: 0.0311847 | Time: 1593.79 ms
[2022-01-07 18:34:39	                main:574]	:	INFO	:	Epoch 1544 | loss: 0.0311859 | val_loss: 0.0311881 | Time: 1611.08 ms
[2022-01-07 18:34:40	                main:574]	:	INFO	:	Epoch 1545 | loss: 0.0311864 | val_loss: 0.0311853 | Time: 1578.59 ms
[2022-01-07 18:34:42	                main:574]	:	INFO	:	Epoch 1546 | loss: 0.031185 | val_loss: 0.0311859 | Time: 1537.64 ms
[2022-01-07 18:34:43	                main:574]	:	INFO	:	Epoch 1547 | loss: 0.0311852 | val_loss: 0.031186 | Time: 1571.1 ms
[2022-01-07 18:34:45	                main:574]	:	INFO	:	Epoch 1548 | loss: 0.0311851 | val_loss: 0.0311901 | Time: 1565.58 ms
[2022-01-07 18:34:47	                main:574]	:	INFO	:	Epoch 1549 | loss: 0.0311844 | val_loss: 0.0311865 | Time: 1553.18 ms
[2022-01-07 18:34:48	                main:574]	:	INFO	:	Epoch 1550 | loss: 0.0311851 | val_loss: 0.031181 | Time: 1614.45 ms
[2022-01-07 18:34:50	                main:574]	:	INFO	:	Epoch 1551 | loss: 0.0311849 | val_loss: 0.0311817 | Time: 1526.09 ms
[2022-01-07 18:34:51	                main:574]	:	INFO	:	Epoch 1552 | loss: 0.0311866 | val_loss: 0.0311804 | Time: 1571.3 ms
[2022-01-07 18:34:53	                main:574]	:	INFO	:	Epoch 1553 | loss: 0.031184 | val_loss: 0.0311819 | Time: 1572.9 ms
[2022-01-07 18:34:55	                main:574]	:	INFO	:	Epoch 1554 | loss: 0.0311841 | val_loss: 0.0311788 | Time: 1602.25 ms
[2022-01-07 18:34:56	                main:574]	:	INFO	:	Epoch 1555 | loss: 0.0311887 | val_loss: 0.0311993 | Time: 1563.74 ms
[2022-01-07 18:34:58	                main:574]	:	INFO	:	Epoch 1556 | loss: 0.031183 | val_loss: 0.031178 | Time: 1541.13 ms
[2022-01-07 18:34:59	                main:574]	:	INFO	:	Epoch 1557 | loss: 0.0311803 | val_loss: 0.0311775 | Time: 1580.91 ms
[2022-01-07 18:35:01	                main:574]	:	INFO	:	Epoch 1558 | loss: 0.0311829 | val_loss: 0.0311879 | Time: 1543.68 ms
[2022-01-07 18:35:02	                main:574]	:	INFO	:	Epoch 1559 | loss: 0.0311854 | val_loss: 0.0311771 | Time: 1556.68 ms
[2022-01-07 18:35:04	                main:574]	:	INFO	:	Epoch 1560 | loss: 0.0311799 | val_loss: 0.0311748 | Time: 1565.04 ms
[2022-01-07 18:35:05	                main:574]	:	INFO	:	Epoch 1561 | loss: 0.0311749 | val_loss: 0.0311726 | Time: 1576.56 ms
[2022-01-07 18:35:07	                main:574]	:	INFO	:	Epoch 1562 | loss: 0.0311733 | val_loss: 0.031171 | Time: 1586.24 ms
[2022-01-07 18:35:09	                main:574]	:	INFO	:	Epoch 1563 | loss: 0.0311728 | val_loss: 0.0311718 | Time: 1585.5 ms
[2022-01-07 18:35:10	                main:574]	:	INFO	:	Epoch 1564 | loss: 0.0311717 | val_loss: 0.0311696 | Time: 1605.7 ms
[2022-01-07 18:35:12	                main:574]	:	INFO	:	Epoch 1565 | loss: 0.0311717 | val_loss: 0.0311685 | Time: 1600.32 ms
[2022-01-07 18:35:13	                main:574]	:	INFO	:	Epoch 1566 | loss: 0.0311704 | val_loss: 0.0311673 | Time: 1591.79 ms
[2022-01-07 18:35:15	                main:574]	:	INFO	:	Epoch 1567 | loss: 0.0311744 | val_loss: 0.0311688 | Time: 1595.12 ms
[2022-01-07 18:35:17	                main:574]	:	INFO	:	Epoch 1568 | loss: 0.0311705 | val_loss: 0.0311658 | Time: 1624.69 ms
[2022-01-07 18:35:18	                main:574]	:	INFO	:	Epoch 1569 | loss: 0.0311694 | val_loss: 0.0311661 | Time: 1589.75 ms
[2022-01-07 18:35:20	                main:574]	:	INFO	:	Epoch 1570 | loss: 0.031167 | val_loss: 0.0311691 | Time: 1591.47 ms
[2022-01-07 18:35:21	                main:574]	:	INFO	:	Epoch 1571 | loss: 0.03117 | val_loss: 0.0311686 | Time: 1637.1 ms
[2022-01-07 18:35:23	                main:574]	:	INFO	:	Epoch 1572 | loss: 0.031165 | val_loss: 0.031167 | Time: 1627.51 ms
[2022-01-07 18:35:25	                main:574]	:	INFO	:	Epoch 1573 | loss: 0.0311649 | val_loss: 0.0311632 | Time: 1605.71 ms
[2022-01-07 18:35:26	                main:574]	:	INFO	:	Epoch 1574 | loss: 0.0311661 | val_loss: 0.0311776 | Time: 1640.43 ms
[2022-01-07 18:35:28	                main:574]	:	INFO	:	Epoch 1575 | loss: 0.0311664 | val_loss: 0.0311618 | Time: 1639.73 ms
[2022-01-07 18:35:30	                main:574]	:	INFO	:	Epoch 1576 | loss: 0.0311638 | val_loss: 0.0311654 | Time: 1622.03 ms
[2022-01-07 18:35:31	                main:574]	:	INFO	:	Epoch 1577 | loss: 0.0311638 | val_loss: 0.0311601 | Time: 1587.81 ms
[2022-01-07 18:35:33	                main:574]	:	INFO	:	Epoch 1578 | loss: 0.0311608 | val_loss: 0.0311632 | Time: 1600.46 ms
[2022-01-07 18:35:34	                main:574]	:	INFO	:	Epoch 1579 | loss: 0.0311666 | val_loss: 0.0311668 | Time: 1606.75 ms
[2022-01-07 18:35:36	                main:574]	:	INFO	:	Epoch 1580 | loss: 0.031165 | val_loss: 0.0311605 | Time: 1580.87 ms
[2022-01-07 18:35:38	                main:574]	:	INFO	:	Epoch 1581 | loss: 0.0311617 | val_loss: 0.031159 | Time: 1563.63 ms
[2022-01-07 18:35:39	                main:574]	:	INFO	:	Epoch 1582 | loss: 0.0311595 | val_loss: 0.0311594 | Time: 1606.56 ms
[2022-01-07 18:35:41	                main:574]	:	INFO	:	Epoch 1583 | loss: 0.0311596 | val_loss: 0.0311575 | Time: 1613.23 ms
[2022-01-07 18:35:42	                main:574]	:	INFO	:	Epoch 1584 | loss: 0.0311594 | val_loss: 0.0311567 | Time: 1593.87 ms
[2022-01-07 18:35:44	                main:574]	:	INFO	:	Epoch 1585 | loss: 0.0311614 | val_loss: 0.0311573 | Time: 1603.58 ms
[2022-01-07 18:35:46	                main:574]	:	INFO	:	Epoch 1586 | loss: 0.0311579 | val_loss: 0.0311564 | Time: 1602.66 ms
[2022-01-07 18:35:47	                main:574]	:	INFO	:	Epoch 1587 | loss: 0.0311697 | val_loss: 0.0311601 | Time: 1561.97 ms
[2022-01-07 18:35:49	                main:574]	:	INFO	:	Epoch 1588 | loss: 0.0311605 | val_loss: 0.0311548 | Time: 1567.95 ms
[2022-01-07 18:35:50	                main:574]	:	INFO	:	Epoch 1589 | loss: 0.0311572 | val_loss: 0.0311534 | Time: 1612.04 ms
[2022-01-07 18:35:52	                main:574]	:	INFO	:	Epoch 1590 | loss: 0.0311556 | val_loss: 0.0311552 | Time: 1601.12 ms
[2022-01-07 18:35:54	                main:574]	:	INFO	:	Epoch 1591 | loss: 0.0311555 | val_loss: 0.0311631 | Time: 1616.94 ms
[2022-01-07 18:35:55	                main:574]	:	INFO	:	Epoch 1592 | loss: 0.0311604 | val_loss: 0.0311743 | Time: 1553.13 ms
[2022-01-07 18:35:57	                main:574]	:	INFO	:	Epoch 1593 | loss: 0.031157 | val_loss: 0.0311538 | Time: 1562.65 ms
[2022-01-07 18:35:58	                main:574]	:	INFO	:	Epoch 1594 | loss: 0.0311543 | val_loss: 0.0311551 | Time: 1592.46 ms
[2022-01-07 18:36:00	                main:574]	:	INFO	:	Epoch 1595 | loss: 0.0311552 | val_loss: 0.0311577 | Time: 1587.6 ms
[2022-01-07 18:36:01	                main:574]	:	INFO	:	Epoch 1596 | loss: 0.0311563 | val_loss: 0.0311517 | Time: 1608.47 ms
[2022-01-07 18:36:03	                main:574]	:	INFO	:	Epoch 1597 | loss: 0.0311611 | val_loss: 0.0311522 | Time: 1552.92 ms
[2022-01-07 18:36:05	                main:574]	:	INFO	:	Epoch 1598 | loss: 0.0311589 | val_loss: 0.0311628 | Time: 1559.17 ms
[2022-01-07 18:36:06	                main:574]	:	INFO	:	Epoch 1599 | loss: 0.0311555 | val_loss: 0.0311502 | Time: 1588.12 ms
[2022-01-07 18:36:08	                main:574]	:	INFO	:	Epoch 1600 | loss: 0.0311496 | val_loss: 0.0311531 | Time: 1541.48 ms
[2022-01-07 18:36:09	                main:574]	:	INFO	:	Epoch 1601 | loss: 0.031152 | val_loss: 0.0311483 | Time: 1602.73 ms
[2022-01-07 18:36:11	                main:574]	:	INFO	:	Epoch 1602 | loss: 0.0311558 | val_loss: 0.0311868 | Time: 1614.03 ms
[2022-01-07 18:36:13	                main:574]	:	INFO	:	Epoch 1603 | loss: 0.0311617 | val_loss: 0.0311608 | Time: 1583.62 ms
[2022-01-07 18:36:14	                main:574]	:	INFO	:	Epoch 1604 | loss: 0.0311543 | val_loss: 0.0311569 | Time: 1657.33 ms
[2022-01-07 18:36:16	                main:574]	:	INFO	:	Epoch 1605 | loss: 0.031152 | val_loss: 0.0311495 | Time: 1607.26 ms
[2022-01-07 18:36:17	                main:574]	:	INFO	:	Epoch 1606 | loss: 0.0311454 | val_loss: 0.0311496 | Time: 1629.06 ms
[2022-01-07 18:36:19	                main:574]	:	INFO	:	Epoch 1607 | loss: 0.0311468 | val_loss: 0.0311456 | Time: 1570.47 ms
[2022-01-07 18:36:21	                main:574]	:	INFO	:	Epoch 1608 | loss: 0.0311454 | val_loss: 0.0311532 | Time: 1570.11 ms
[2022-01-07 18:36:22	                main:574]	:	INFO	:	Epoch 1609 | loss: 0.0311458 | val_loss: 0.0311518 | Time: 1550.84 ms
[2022-01-07 18:36:24	                main:574]	:	INFO	:	Epoch 1610 | loss: 0.0311442 | val_loss: 0.0311441 | Time: 1521.53 ms
[2022-01-07 18:36:25	                main:574]	:	INFO	:	Epoch 1611 | loss: 0.0311438 | val_loss: 0.0311468 | Time: 1568.75 ms
[2022-01-07 18:36:27	                main:574]	:	INFO	:	Epoch 1612 | loss: 0.0311454 | val_loss: 0.031142 | Time: 1596.83 ms
[2022-01-07 18:36:28	                main:574]	:	INFO	:	Epoch 1613 | loss: 0.0311409 | val_loss: 0.031141 | Time: 1617.01 ms
[2022-01-07 18:36:30	                main:574]	:	INFO	:	Epoch 1614 | loss: 0.0311386 | val_loss: 0.0311398 | Time: 1577.5 ms
[2022-01-07 18:36:32	                main:574]	:	INFO	:	Epoch 1615 | loss: 0.0311397 | val_loss: 0.0311395 | Time: 1631.73 ms
[2022-01-07 18:36:33	                main:574]	:	INFO	:	Epoch 1616 | loss: 0.031141 | val_loss: 0.0311443 | Time: 1595.96 ms
[2022-01-07 18:36:35	                main:574]	:	INFO	:	Epoch 1617 | loss: 0.0311391 | val_loss: 0.0311411 | Time: 1632.61 ms
[2022-01-07 18:36:36	                main:574]	:	INFO	:	Epoch 1618 | loss: 0.0311456 | val_loss: 0.0311503 | Time: 1583.63 ms
[2022-01-07 18:36:38	                main:574]	:	INFO	:	Epoch 1619 | loss: 0.0311436 | val_loss: 0.0311422 | Time: 1554.14 ms
[2022-01-07 18:36:40	                main:574]	:	INFO	:	Epoch 1620 | loss: 0.031137 | val_loss: 0.0311395 | Time: 1589.68 ms
[2022-01-07 18:36:41	                main:574]	:	INFO	:	Epoch 1621 | loss: 0.0311362 | val_loss: 0.0311372 | Time: 1592.02 ms
[2022-01-07 18:36:43	                main:574]	:	INFO	:	Epoch 1622 | loss: 0.031135 | val_loss: 0.0311375 | Time: 1605.39 ms
[2022-01-07 18:36:44	                main:574]	:	INFO	:	Epoch 1623 | loss: 0.0311358 | val_loss: 0.0311428 | Time: 1575.93 ms
[2022-01-07 18:36:46	                main:574]	:	INFO	:	Epoch 1624 | loss: 0.0311371 | val_loss: 0.0311383 | Time: 1529.27 ms
[2022-01-07 18:36:48	                main:574]	:	INFO	:	Epoch 1625 | loss: 0.031136 | val_loss: 0.0311377 | Time: 1622.63 ms
[2022-01-07 18:36:49	                main:574]	:	INFO	:	Epoch 1626 | loss: 0.031133 | val_loss: 0.0311366 | Time: 1586.41 ms
[2022-01-07 18:36:51	                main:574]	:	INFO	:	Epoch 1627 | loss: 0.0311348 | val_loss: 0.0311358 | Time: 1608.7 ms
[2022-01-07 18:36:52	                main:574]	:	INFO	:	Epoch 1628 | loss: 0.0311341 | val_loss: 0.0311369 | Time: 1587.88 ms
[2022-01-07 18:36:54	                main:574]	:	INFO	:	Epoch 1629 | loss: 0.0311327 | val_loss: 0.0311427 | Time: 1556.16 ms
[2022-01-07 18:36:55	                main:574]	:	INFO	:	Epoch 1630 | loss: 0.0311327 | val_loss: 0.0311422 | Time: 1567.59 ms
[2022-01-07 18:36:57	                main:574]	:	INFO	:	Epoch 1631 | loss: 0.0311324 | val_loss: 0.0311354 | Time: 1562.8 ms
[2022-01-07 18:36:59	                main:574]	:	INFO	:	Epoch 1632 | loss: 0.0311326 | val_loss: 0.0311353 | Time: 1570.47 ms
[2022-01-07 18:37:00	                main:574]	:	INFO	:	Epoch 1633 | loss: 0.0311303 | val_loss: 0.0311356 | Time: 1581.43 ms
[2022-01-07 18:37:02	                main:574]	:	INFO	:	Epoch 1634 | loss: 0.0311308 | val_loss: 0.0311358 | Time: 1563.68 ms
[2022-01-07 18:37:03	                main:574]	:	INFO	:	Epoch 1635 | loss: 0.0311304 | val_loss: 0.0311383 | Time: 1576.81 ms
[2022-01-07 18:37:05	                main:574]	:	INFO	:	Epoch 1636 | loss: 0.0311306 | val_loss: 0.0311349 | Time: 1587.8 ms
[2022-01-07 18:37:07	                main:574]	:	INFO	:	Epoch 1637 | loss: 0.0311301 | val_loss: 0.0311451 | Time: 1616.44 ms
[2022-01-07 18:37:08	                main:574]	:	INFO	:	Epoch 1638 | loss: 0.0311313 | val_loss: 0.0311353 | Time: 1616.1 ms
[2022-01-07 18:37:10	                main:574]	:	INFO	:	Epoch 1639 | loss: 0.031129 | val_loss: 0.0311352 | Time: 1629.17 ms
[2022-01-07 18:37:11	                main:574]	:	INFO	:	Epoch 1640 | loss: 0.0311279 | val_loss: 0.0311353 | Time: 1542.06 ms
[2022-01-07 18:37:13	                main:574]	:	INFO	:	Epoch 1641 | loss: 0.0311308 | val_loss: 0.0311429 | Time: 1583.52 ms
[2022-01-07 18:37:15	                main:574]	:	INFO	:	Epoch 1642 | loss: 0.0311342 | val_loss: 0.0311406 | Time: 1587.99 ms
[2022-01-07 18:37:16	                main:574]	:	INFO	:	Epoch 1643 | loss: 0.0311323 | val_loss: 0.0311374 | Time: 1616.21 ms
[2022-01-07 18:37:18	                main:574]	:	INFO	:	Epoch 1644 | loss: 0.0311338 | val_loss: 0.0311401 | Time: 1592.52 ms
[2022-01-07 18:37:19	                main:574]	:	INFO	:	Epoch 1645 | loss: 0.0311287 | val_loss: 0.0311361 | Time: 1602.82 ms
[2022-01-07 18:37:21	                main:574]	:	INFO	:	Epoch 1646 | loss: 0.0311296 | val_loss: 0.0311338 | Time: 1583.63 ms
[2022-01-07 18:37:23	                main:574]	:	INFO	:	Epoch 1647 | loss: 0.0311337 | val_loss: 0.0311388 | Time: 1594.71 ms
[2022-01-07 18:37:24	                main:574]	:	INFO	:	Epoch 1648 | loss: 0.0311288 | val_loss: 0.0311358 | Time: 1595.68 ms
[2022-01-07 18:37:26	                main:574]	:	INFO	:	Epoch 1649 | loss: 0.03113 | val_loss: 0.0311328 | Time: 1598.78 ms
[2022-01-07 18:37:27	                main:574]	:	INFO	:	Epoch 1650 | loss: 0.0311272 | val_loss: 0.0311334 | Time: 1568.35 ms
[2022-01-07 18:37:29	                main:574]	:	INFO	:	Epoch 1651 | loss: 0.0311274 | val_loss: 0.0311318 | Time: 1604.69 ms
[2022-01-07 18:37:31	                main:574]	:	INFO	:	Epoch 1652 | loss: 0.0311252 | val_loss: 0.0311339 | Time: 1608.91 ms
[2022-01-07 18:37:32	                main:574]	:	INFO	:	Epoch 1653 | loss: 0.0311248 | val_loss: 0.0311332 | Time: 1635.22 ms
[2022-01-07 18:37:34	                main:574]	:	INFO	:	Epoch 1654 | loss: 0.0311267 | val_loss: 0.0311329 | Time: 1663.77 ms
[2022-01-07 18:37:35	                main:574]	:	INFO	:	Epoch 1655 | loss: 0.0311258 | val_loss: 0.0311317 | Time: 1589.26 ms
[2022-01-07 18:37:37	                main:574]	:	INFO	:	Epoch 1656 | loss: 0.0311307 | val_loss: 0.0311391 | Time: 1586.57 ms
[2022-01-07 18:37:39	                main:574]	:	INFO	:	Epoch 1657 | loss: 0.0311303 | val_loss: 0.0311337 | Time: 1591.84 ms
[2022-01-07 18:37:40	                main:574]	:	INFO	:	Epoch 1658 | loss: 0.0311281 | val_loss: 0.0311353 | Time: 1580.2 ms
[2022-01-07 18:37:42	                main:574]	:	INFO	:	Epoch 1659 | loss: 0.031127 | val_loss: 0.0311308 | Time: 1585.84 ms
[2022-01-07 18:37:43	                main:574]	:	INFO	:	Epoch 1660 | loss: 0.031124 | val_loss: 0.0311319 | Time: 1525.64 ms
[2022-01-07 18:37:45	                main:574]	:	INFO	:	Epoch 1661 | loss: 0.0311254 | val_loss: 0.0311307 | Time: 1582.02 ms
[2022-01-07 18:37:46	                main:574]	:	INFO	:	Epoch 1662 | loss: 0.0311247 | val_loss: 0.0311324 | Time: 1579.52 ms
[2022-01-07 18:37:48	                main:574]	:	INFO	:	Epoch 1663 | loss: 0.0311253 | val_loss: 0.0311393 | Time: 1626.46 ms
[2022-01-07 18:37:50	                main:574]	:	INFO	:	Epoch 1664 | loss: 0.0311259 | val_loss: 0.0311316 | Time: 1587.7 ms
[2022-01-07 18:37:51	                main:574]	:	INFO	:	Epoch 1665 | loss: 0.0311238 | val_loss: 0.0311385 | Time: 1576.17 ms
[2022-01-07 18:37:53	                main:574]	:	INFO	:	Epoch 1666 | loss: 0.0311292 | val_loss: 0.0311368 | Time: 1596.76 ms
[2022-01-07 18:37:54	                main:574]	:	INFO	:	Epoch 1667 | loss: 0.0311305 | val_loss: 0.0311335 | Time: 1534.32 ms
[2022-01-07 18:37:56	                main:574]	:	INFO	:	Epoch 1668 | loss: 0.0311256 | val_loss: 0.0311321 | Time: 1584.57 ms
[2022-01-07 18:37:58	                main:574]	:	INFO	:	Epoch 1669 | loss: 0.0311247 | val_loss: 0.0311311 | Time: 1609.76 ms
[2022-01-07 18:37:59	                main:574]	:	INFO	:	Epoch 1670 | loss: 0.0311223 | val_loss: 0.0311298 | Time: 1597.77 ms
[2022-01-07 18:38:01	                main:574]	:	INFO	:	Epoch 1671 | loss: 0.0311218 | val_loss: 0.0311297 | Time: 1611.95 ms
[2022-01-07 18:38:02	                main:574]	:	INFO	:	Epoch 1672 | loss: 0.0311217 | val_loss: 0.0311309 | Time: 1523.75 ms
[2022-01-07 18:38:04	                main:574]	:	INFO	:	Epoch 1673 | loss: 0.031123 | val_loss: 0.0311339 | Time: 1615.86 ms
[2022-01-07 18:38:06	                main:574]	:	INFO	:	Epoch 1674 | loss: 0.0311236 | val_loss: 0.0311302 | Time: 1597.99 ms
[2022-01-07 18:38:07	                main:574]	:	INFO	:	Epoch 1675 | loss: 0.0311229 | val_loss: 0.0311319 | Time: 1583.4 ms
[2022-01-07 18:38:09	                main:574]	:	INFO	:	Epoch 1676 | loss: 0.0311219 | val_loss: 0.0311307 | Time: 1559.69 ms
[2022-01-07 18:38:10	                main:574]	:	INFO	:	Epoch 1677 | loss: 0.0311253 | val_loss: 0.0311309 | Time: 1584.66 ms
[2022-01-07 18:38:12	                main:574]	:	INFO	:	Epoch 1678 | loss: 0.0311252 | val_loss: 0.0311307 | Time: 1572.2 ms
[2022-01-07 18:38:13	                main:574]	:	INFO	:	Epoch 1679 | loss: 0.0311251 | val_loss: 0.0311296 | Time: 1561.76 ms
[2022-01-07 18:38:15	                main:574]	:	INFO	:	Epoch 1680 | loss: 0.0311241 | val_loss: 0.0311281 | Time: 1599.57 ms
[2022-01-07 18:38:17	                main:574]	:	INFO	:	Epoch 1681 | loss: 0.0311217 | val_loss: 0.0311308 | Time: 1651.37 ms
[2022-01-07 18:38:18	                main:574]	:	INFO	:	Epoch 1682 | loss: 0.0311232 | val_loss: 0.0311347 | Time: 1582.81 ms
[2022-01-07 18:38:20	                main:574]	:	INFO	:	Epoch 1683 | loss: 0.0311235 | val_loss: 0.0311299 | Time: 1575.68 ms
[2022-01-07 18:38:21	                main:574]	:	INFO	:	Epoch 1684 | loss: 0.0311228 | val_loss: 0.0311292 | Time: 1630.03 ms
[2022-01-07 18:38:23	                main:574]	:	INFO	:	Epoch 1685 | loss: 0.0311205 | val_loss: 0.0311305 | Time: 1621.92 ms
[2022-01-07 18:38:25	                main:574]	:	INFO	:	Epoch 1686 | loss: 0.0311225 | val_loss: 0.0311292 | Time: 1600.02 ms
[2022-01-07 18:38:26	                main:574]	:	INFO	:	Epoch 1687 | loss: 0.0311241 | val_loss: 0.0311444 | Time: 1545.34 ms
[2022-01-07 18:38:28	                main:574]	:	INFO	:	Epoch 1688 | loss: 0.0311251 | val_loss: 0.0311347 | Time: 1566.09 ms
[2022-01-07 18:38:29	                main:574]	:	INFO	:	Epoch 1689 | loss: 0.0311253 | val_loss: 0.0311331 | Time: 1593.96 ms
[2022-01-07 18:38:31	                main:574]	:	INFO	:	Epoch 1690 | loss: 0.0311263 | val_loss: 0.0311365 | Time: 1612.15 ms
[2022-01-07 18:38:33	                main:574]	:	INFO	:	Epoch 1691 | loss: 0.0311235 | val_loss: 0.0311289 | Time: 1630.84 ms
[2022-01-07 18:38:34	                main:574]	:	INFO	:	Epoch 1692 | loss: 0.0311194 | val_loss: 0.0311301 | Time: 1637.96 ms
[2022-01-07 18:38:36	                main:574]	:	INFO	:	Epoch 1693 | loss: 0.0311181 | val_loss: 0.0311273 | Time: 1534.06 ms
[2022-01-07 18:38:37	                main:574]	:	INFO	:	Epoch 1694 | loss: 0.0311192 | val_loss: 0.031129 | Time: 1606.53 ms
[2022-01-07 18:38:39	                main:574]	:	INFO	:	Epoch 1695 | loss: 0.0311197 | val_loss: 0.0311312 | Time: 1600.39 ms
[2022-01-07 18:38:41	                main:574]	:	INFO	:	Epoch 1696 | loss: 0.0311228 | val_loss: 0.0311285 | Time: 1540.86 ms
[2022-01-07 18:38:42	                main:574]	:	INFO	:	Epoch 1697 | loss: 0.031119 | val_loss: 0.0311332 | Time: 1588.13 ms
[2022-01-07 18:38:44	                main:574]	:	INFO	:	Epoch 1698 | loss: 0.0311189 | val_loss: 0.0311306 | Time: 1619.94 ms
[2022-01-07 18:38:45	                main:574]	:	INFO	:	Epoch 1699 | loss: 0.0311227 | val_loss: 0.0311353 | Time: 1540.19 ms
[2022-01-07 18:38:47	                main:574]	:	INFO	:	Epoch 1700 | loss: 0.0311199 | val_loss: 0.0311293 | Time: 1615.44 ms
[2022-01-07 18:38:49	                main:574]	:	INFO	:	Epoch 1701 | loss: 0.031121 | val_loss: 0.031131 | Time: 1593.39 ms
[2022-01-07 18:38:50	                main:574]	:	INFO	:	Epoch 1702 | loss: 0.0311194 | val_loss: 0.0311308 | Time: 1615.09 ms
[2022-01-07 18:38:52	                main:574]	:	INFO	:	Epoch 1703 | loss: 0.0311177 | val_loss: 0.0311278 | Time: 1589.6 ms
[2022-01-07 18:38:53	                main:574]	:	INFO	:	Epoch 1704 | loss: 0.0311161 | val_loss: 0.0311288 | Time: 1593.31 ms
[2022-01-07 18:38:55	                main:574]	:	INFO	:	Epoch 1705 | loss: 0.0311181 | val_loss: 0.031126 | Time: 1624.73 ms
[2022-01-07 18:38:57	                main:574]	:	INFO	:	Epoch 1706 | loss: 0.0311174 | val_loss: 0.0311281 | Time: 1577.25 ms
[2022-01-07 18:38:58	                main:574]	:	INFO	:	Epoch 1707 | loss: 0.0311189 | val_loss: 0.0311296 | Time: 1582.28 ms
[2022-01-07 18:39:00	                main:574]	:	INFO	:	Epoch 1708 | loss: 0.0311215 | val_loss: 0.0311286 | Time: 1597.44 ms
[2022-01-07 18:39:01	                main:574]	:	INFO	:	Epoch 1709 | loss: 0.0311179 | val_loss: 0.0311298 | Time: 1594.13 ms
[2022-01-07 18:39:03	                main:574]	:	INFO	:	Epoch 1710 | loss: 0.0311171 | val_loss: 0.0311359 | Time: 1577.01 ms
[2022-01-07 18:39:05	                main:574]	:	INFO	:	Epoch 1711 | loss: 0.0311184 | val_loss: 0.031127 | Time: 1580.86 ms
[2022-01-07 18:39:06	                main:574]	:	INFO	:	Epoch 1712 | loss: 0.0311161 | val_loss: 0.0311287 | Time: 1610.52 ms
[2022-01-07 18:39:08	                main:574]	:	INFO	:	Epoch 1713 | loss: 0.0311168 | val_loss: 0.0311272 | Time: 1554.31 ms
[2022-01-07 18:39:09	                main:574]	:	INFO	:	Epoch 1714 | loss: 0.031116 | val_loss: 0.0311242 | Time: 1572.46 ms
[2022-01-07 18:39:11	                main:574]	:	INFO	:	Epoch 1715 | loss: 0.0311163 | val_loss: 0.031128 | Time: 1592.32 ms
[2022-01-07 18:39:12	                main:574]	:	INFO	:	Epoch 1716 | loss: 0.0311191 | val_loss: 0.0311294 | Time: 1574.09 ms
[2022-01-07 18:39:14	                main:574]	:	INFO	:	Epoch 1717 | loss: 0.0311253 | val_loss: 0.0311314 | Time: 1567.58 ms
[2022-01-07 18:39:16	                main:574]	:	INFO	:	Epoch 1718 | loss: 0.0311185 | val_loss: 0.031124 | Time: 1571.05 ms
[2022-01-07 18:39:17	                main:574]	:	INFO	:	Epoch 1719 | loss: 0.0311153 | val_loss: 0.031123 | Time: 1617.26 ms
[2022-01-07 18:39:19	                main:574]	:	INFO	:	Epoch 1720 | loss: 0.0311141 | val_loss: 0.0311262 | Time: 1562.26 ms
[2022-01-07 18:39:20	                main:574]	:	INFO	:	Epoch 1721 | loss: 0.0311183 | val_loss: 0.0311313 | Time: 1594.18 ms
[2022-01-07 18:39:22	                main:574]	:	INFO	:	Epoch 1722 | loss: 0.0311168 | val_loss: 0.0311355 | Time: 1597.17 ms
[2022-01-07 18:39:24	                main:574]	:	INFO	:	Epoch 1723 | loss: 0.0311166 | val_loss: 0.0311277 | Time: 1573.74 ms
[2022-01-07 18:39:25	                main:574]	:	INFO	:	Epoch 1724 | loss: 0.0311131 | val_loss: 0.0311269 | Time: 1607.37 ms
[2022-01-07 18:39:27	                main:574]	:	INFO	:	Epoch 1725 | loss: 0.0311139 | val_loss: 0.031125 | Time: 1569.1 ms
[2022-01-07 18:39:28	                main:574]	:	INFO	:	Epoch 1726 | loss: 0.0311136 | val_loss: 0.0311261 | Time: 1538.31 ms
[2022-01-07 18:39:30	                main:574]	:	INFO	:	Epoch 1727 | loss: 0.0311159 | val_loss: 0.0311238 | Time: 1590.22 ms
[2022-01-07 18:39:31	                main:574]	:	INFO	:	Epoch 1728 | loss: 0.0311134 | val_loss: 0.0311234 | Time: 1595.97 ms
[2022-01-07 18:39:33	                main:574]	:	INFO	:	Epoch 1729 | loss: 0.0311111 | val_loss: 0.0311276 | Time: 1587.82 ms
[2022-01-07 18:39:35	                main:574]	:	INFO	:	Epoch 1730 | loss: 0.0311133 | val_loss: 0.0311218 | Time: 1628.07 ms
[2022-01-07 18:39:36	                main:574]	:	INFO	:	Epoch 1731 | loss: 0.0311149 | val_loss: 0.0311314 | Time: 1596.42 ms
[2022-01-07 18:39:38	                main:574]	:	INFO	:	Epoch 1732 | loss: 0.0311221 | val_loss: 0.0311249 | Time: 1601.47 ms
[2022-01-07 18:39:39	                main:574]	:	INFO	:	Epoch 1733 | loss: 0.0311114 | val_loss: 0.0311249 | Time: 1607.44 ms
[2022-01-07 18:39:41	                main:574]	:	INFO	:	Epoch 1734 | loss: 0.0311097 | val_loss: 0.0311222 | Time: 1592.17 ms
[2022-01-07 18:39:43	                main:574]	:	INFO	:	Epoch 1735 | loss: 0.0311103 | val_loss: 0.0311197 | Time: 1546.8 ms
[2022-01-07 18:39:44	                main:574]	:	INFO	:	Epoch 1736 | loss: 0.0311111 | val_loss: 0.0311215 | Time: 1563.02 ms
[2022-01-07 18:39:46	                main:574]	:	INFO	:	Epoch 1737 | loss: 0.0311118 | val_loss: 0.0311212 | Time: 1564.23 ms
[2022-01-07 18:39:47	                main:574]	:	INFO	:	Epoch 1738 | loss: 0.0311122 | val_loss: 0.0311266 | Time: 1579.89 ms
[2022-01-07 18:39:49	                main:574]	:	INFO	:	Epoch 1739 | loss: 0.0311142 | val_loss: 0.0311181 | Time: 1577.21 ms
[2022-01-07 18:39:51	                main:574]	:	INFO	:	Epoch 1740 | loss: 0.0311126 | val_loss: 0.031122 | Time: 1585.29 ms
[2022-01-07 18:39:52	                main:574]	:	INFO	:	Epoch 1741 | loss: 0.031108 | val_loss: 0.0311202 | Time: 1597.49 ms
[2022-01-07 18:39:54	                main:574]	:	INFO	:	Epoch 1742 | loss: 0.0311122 | val_loss: 0.0311198 | Time: 1574.58 ms
[2022-01-07 18:39:55	                main:574]	:	INFO	:	Epoch 1743 | loss: 0.0311112 | val_loss: 0.0311173 | Time: 1566.12 ms
[2022-01-07 18:39:57	                main:574]	:	INFO	:	Epoch 1744 | loss: 0.0311112 | val_loss: 0.031133 | Time: 1541.48 ms
[2022-01-07 18:39:58	                main:574]	:	INFO	:	Epoch 1745 | loss: 0.0311166 | val_loss: 0.0311199 | Time: 1577.32 ms
[2022-01-07 18:40:00	                main:574]	:	INFO	:	Epoch 1746 | loss: 0.0311097 | val_loss: 0.03112 | Time: 1549.99 ms
[2022-01-07 18:40:01	                main:574]	:	INFO	:	Epoch 1747 | loss: 0.0311102 | val_loss: 0.031117 | Time: 1560.13 ms
[2022-01-07 18:40:03	                main:574]	:	INFO	:	Epoch 1748 | loss: 0.0311069 | val_loss: 0.0311158 | Time: 1604.53 ms
[2022-01-07 18:40:05	                main:574]	:	INFO	:	Epoch 1749 | loss: 0.0311072 | val_loss: 0.0311136 | Time: 1602.92 ms
[2022-01-07 18:40:06	                main:574]	:	INFO	:	Epoch 1750 | loss: 0.0311057 | val_loss: 0.031112 | Time: 1606.09 ms
[2022-01-07 18:40:08	                main:574]	:	INFO	:	Epoch 1751 | loss: 0.0311075 | val_loss: 0.0311157 | Time: 1582.11 ms
[2022-01-07 18:40:09	                main:574]	:	INFO	:	Epoch 1752 | loss: 0.0311073 | val_loss: 0.0311133 | Time: 1548.62 ms
[2022-01-07 18:40:11	                main:574]	:	INFO	:	Epoch 1753 | loss: 0.0311036 | val_loss: 0.0311161 | Time: 1540.26 ms
[2022-01-07 18:40:13	                main:574]	:	INFO	:	Epoch 1754 | loss: 0.0311035 | val_loss: 0.0311184 | Time: 1581.09 ms
[2022-01-07 18:40:14	                main:574]	:	INFO	:	Epoch 1755 | loss: 0.0311034 | val_loss: 0.0311115 | Time: 1534.39 ms
[2022-01-07 18:40:16	                main:574]	:	INFO	:	Epoch 1756 | loss: 0.0311029 | val_loss: 0.031122 | Time: 1565.09 ms
[2022-01-07 18:40:17	                main:574]	:	INFO	:	Epoch 1757 | loss: 0.0311018 | val_loss: 0.0311153 | Time: 1627.98 ms
[2022-01-07 18:40:19	                main:574]	:	INFO	:	Epoch 1758 | loss: 0.0311006 | val_loss: 0.0311159 | Time: 1578.43 ms
[2022-01-07 18:40:20	                main:574]	:	INFO	:	Epoch 1759 | loss: 0.0311026 | val_loss: 0.031113 | Time: 1599.01 ms
[2022-01-07 18:40:22	                main:574]	:	INFO	:	Epoch 1760 | loss: 0.0311047 | val_loss: 0.0311112 | Time: 1595.59 ms
[2022-01-07 18:40:24	                main:574]	:	INFO	:	Epoch 1761 | loss: 0.0311059 | val_loss: 0.0311264 | Time: 1603.97 ms
[2022-01-07 18:40:25	                main:574]	:	INFO	:	Epoch 1762 | loss: 0.0310987 | val_loss: 0.0311074 | Time: 1600.29 ms
[2022-01-07 18:40:27	                main:574]	:	INFO	:	Epoch 1763 | loss: 0.031095 | val_loss: 0.0311133 | Time: 1613.7 ms
[2022-01-07 18:40:28	                main:574]	:	INFO	:	Epoch 1764 | loss: 0.0310996 | val_loss: 0.0311093 | Time: 1561.55 ms
[2022-01-07 18:40:30	                main:574]	:	INFO	:	Epoch 1765 | loss: 0.0310948 | val_loss: 0.0311074 | Time: 1547.52 ms
[2022-01-07 18:40:32	                main:574]	:	INFO	:	Epoch 1766 | loss: 0.0310922 | val_loss: 0.0311063 | Time: 1631.92 ms
[2022-01-07 18:40:33	                main:574]	:	INFO	:	Epoch 1767 | loss: 0.0310946 | val_loss: 0.0311082 | Time: 1589.09 ms
[2022-01-07 18:40:35	                main:574]	:	INFO	:	Epoch 1768 | loss: 0.0310938 | val_loss: 0.0311116 | Time: 1597.28 ms
[2022-01-07 18:40:36	                main:574]	:	INFO	:	Epoch 1769 | loss: 0.0310951 | val_loss: 0.0311148 | Time: 1612.7 ms
[2022-01-07 18:40:38	                main:574]	:	INFO	:	Epoch 1770 | loss: 0.0310944 | val_loss: 0.0311064 | Time: 1627.45 ms
[2022-01-07 18:40:40	                main:574]	:	INFO	:	Epoch 1771 | loss: 0.0310925 | val_loss: 0.0311015 | Time: 1609.8 ms
[2022-01-07 18:40:41	                main:574]	:	INFO	:	Epoch 1772 | loss: 0.0310892 | val_loss: 0.0311034 | Time: 1565.37 ms
[2022-01-07 18:40:43	                main:574]	:	INFO	:	Epoch 1773 | loss: 0.0310878 | val_loss: 0.0311058 | Time: 1596.69 ms
[2022-01-07 18:40:44	                main:574]	:	INFO	:	Epoch 1774 | loss: 0.0310924 | val_loss: 0.0311223 | Time: 1589.31 ms
[2022-01-07 18:40:46	                main:574]	:	INFO	:	Epoch 1775 | loss: 0.0310927 | val_loss: 0.0311052 | Time: 1602.28 ms
[2022-01-07 18:40:48	                main:574]	:	INFO	:	Epoch 1776 | loss: 0.0310931 | val_loss: 0.0311132 | Time: 1601.34 ms
[2022-01-07 18:40:49	                main:574]	:	INFO	:	Epoch 1777 | loss: 0.0310891 | val_loss: 0.0311056 | Time: 1605.11 ms
[2022-01-07 18:40:51	                main:574]	:	INFO	:	Epoch 1778 | loss: 0.0310861 | val_loss: 0.0311084 | Time: 1599.22 ms
[2022-01-07 18:40:52	                main:574]	:	INFO	:	Epoch 1779 | loss: 0.0310865 | val_loss: 0.0311087 | Time: 1608.41 ms
[2022-01-07 18:40:54	                main:574]	:	INFO	:	Epoch 1780 | loss: 0.0310846 | val_loss: 0.0311053 | Time: 1601.61 ms
[2022-01-07 18:40:56	                main:574]	:	INFO	:	Epoch 1781 | loss: 0.0310831 | val_loss: 0.031102 | Time: 1566.35 ms
[2022-01-07 18:40:57	                main:574]	:	INFO	:	Epoch 1782 | loss: 0.0310841 | val_loss: 0.031102 | Time: 1519.84 ms
[2022-01-07 18:40:59	                main:574]	:	INFO	:	Epoch 1783 | loss: 0.0310851 | val_loss: 0.0311018 | Time: 1581.46 ms
[2022-01-07 18:41:00	                main:574]	:	INFO	:	Epoch 1784 | loss: 0.0310857 | val_loss: 0.0311094 | Time: 1594.9 ms
[2022-01-07 18:41:02	                main:574]	:	INFO	:	Epoch 1785 | loss: 0.031085 | val_loss: 0.0311003 | Time: 1600.4 ms
[2022-01-07 18:41:04	                main:574]	:	INFO	:	Epoch 1786 | loss: 0.0310749 | val_loss: 0.0310891 | Time: 1568.59 ms
[2022-01-07 18:41:05	                main:574]	:	INFO	:	Epoch 1787 | loss: 0.0310801 | val_loss: 0.0310653 | Time: 1603.24 ms
[2022-01-07 18:41:07	                main:574]	:	INFO	:	Epoch 1788 | loss: 0.0310342 | val_loss: 0.0309758 | Time: 1579.9 ms
[2022-01-07 18:41:08	                main:574]	:	INFO	:	Epoch 1789 | loss: 0.0309179 | val_loss: 0.0307798 | Time: 1607.89 ms
[2022-01-07 18:41:10	                main:574]	:	INFO	:	Epoch 1790 | loss: 0.0307805 | val_loss: 0.0307648 | Time: 1616.02 ms
[2022-01-07 18:41:12	                main:574]	:	INFO	:	Epoch 1791 | loss: 0.0378755 | val_loss: 0.0390901 | Time: 1596.26 ms
[2022-01-07 18:41:13	                main:574]	:	INFO	:	Epoch 1792 | loss: 0.0352813 | val_loss: 0.0316009 | Time: 1605.6 ms
[2022-01-07 18:41:15	                main:574]	:	INFO	:	Epoch 1793 | loss: 0.0317173 | val_loss: 0.0313812 | Time: 1594.32 ms
[2022-01-07 18:41:16	                main:574]	:	INFO	:	Epoch 1794 | loss: 0.031319 | val_loss: 0.031278 | Time: 1594.78 ms
[2022-01-07 18:41:18	                main:574]	:	INFO	:	Epoch 1795 | loss: 0.0312625 | val_loss: 0.0312536 | Time: 1603.66 ms
[2022-01-07 18:41:20	                main:574]	:	INFO	:	Epoch 1796 | loss: 0.0312533 | val_loss: 0.0312511 | Time: 1567.35 ms
[2022-01-07 18:41:21	                main:574]	:	INFO	:	Epoch 1797 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1612.6 ms
[2022-01-07 18:41:23	                main:574]	:	INFO	:	Epoch 1798 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1598.9 ms
[2022-01-07 18:41:24	                main:574]	:	INFO	:	Epoch 1799 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1588.61 ms
[2022-01-07 18:41:26	                main:574]	:	INFO	:	Epoch 1800 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1580.96 ms
[2022-01-07 18:41:28	                main:574]	:	INFO	:	Epoch 1801 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1620.34 ms
[2022-01-07 18:41:29	                main:574]	:	INFO	:	Epoch 1802 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1596.07 ms
[2022-01-07 18:41:31	                main:574]	:	INFO	:	Epoch 1803 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1600.19 ms
[2022-01-07 18:41:32	                main:574]	:	INFO	:	Epoch 1804 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 1557.14 ms
[2022-01-07 18:41:34	                main:574]	:	INFO	:	Epoch 1805 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 1615.83 ms
[2022-01-07 18:41:35	                main:574]	:	INFO	:	Epoch 1806 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1552.41 ms
[2022-01-07 18:41:37	                main:574]	:	INFO	:	Epoch 1807 | loss: 0.0312487 | val_loss: 0.031248 | Time: 1611.92 ms
[2022-01-07 18:41:39	                main:574]	:	INFO	:	Epoch 1808 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 1663.7 ms
[2022-01-07 18:41:40	                main:574]	:	INFO	:	Epoch 1809 | loss: 0.0312474 | val_loss: 0.0312466 | Time: 1565.15 ms
[2022-01-07 18:41:42	                main:574]	:	INFO	:	Epoch 1810 | loss: 0.0312467 | val_loss: 0.0312459 | Time: 1617.23 ms
[2022-01-07 18:41:44	                main:574]	:	INFO	:	Epoch 1811 | loss: 0.0312454 | val_loss: 0.0312444 | Time: 1570.9 ms
[2022-01-07 18:41:45	                main:574]	:	INFO	:	Epoch 1812 | loss: 0.0312443 | val_loss: 0.0312435 | Time: 1594.08 ms
[2022-01-07 18:41:47	                main:574]	:	INFO	:	Epoch 1813 | loss: 0.0312429 | val_loss: 0.0312414 | Time: 1587.18 ms
[2022-01-07 18:41:48	                main:574]	:	INFO	:	Epoch 1814 | loss: 0.0312411 | val_loss: 0.0312397 | Time: 1586.87 ms
[2022-01-07 18:41:50	                main:574]	:	INFO	:	Epoch 1815 | loss: 0.0312395 | val_loss: 0.0312378 | Time: 1558.68 ms
[2022-01-07 18:41:51	                main:574]	:	INFO	:	Epoch 1816 | loss: 0.0312369 | val_loss: 0.0312354 | Time: 1593.38 ms
[2022-01-07 18:41:53	                main:574]	:	INFO	:	Epoch 1817 | loss: 0.0312345 | val_loss: 0.0312332 | Time: 1544.66 ms
[2022-01-07 18:41:55	                main:574]	:	INFO	:	Epoch 1818 | loss: 0.031232 | val_loss: 0.0312307 | Time: 1612.4 ms
[2022-01-07 18:41:56	                main:574]	:	INFO	:	Epoch 1819 | loss: 0.0312296 | val_loss: 0.0312292 | Time: 1602.07 ms
[2022-01-07 18:41:58	                main:574]	:	INFO	:	Epoch 1820 | loss: 0.0312274 | val_loss: 0.0312273 | Time: 1595.43 ms
[2022-01-07 18:41:59	                main:574]	:	INFO	:	Epoch 1821 | loss: 0.031226 | val_loss: 0.0312252 | Time: 1612.54 ms
[2022-01-07 18:42:01	                main:574]	:	INFO	:	Epoch 1822 | loss: 0.0312245 | val_loss: 0.0312251 | Time: 1585.9 ms
[2022-01-07 18:42:03	                main:574]	:	INFO	:	Epoch 1823 | loss: 0.0312251 | val_loss: 0.0312286 | Time: 1560.48 ms
[2022-01-07 18:42:04	                main:574]	:	INFO	:	Epoch 1824 | loss: 0.0312248 | val_loss: 0.0312248 | Time: 1589.21 ms
[2022-01-07 18:42:06	                main:574]	:	INFO	:	Epoch 1825 | loss: 0.0312231 | val_loss: 0.031224 | Time: 1545.42 ms
[2022-01-07 18:42:07	                main:574]	:	INFO	:	Epoch 1826 | loss: 0.0312236 | val_loss: 0.0312232 | Time: 1590.99 ms
[2022-01-07 18:42:09	                main:574]	:	INFO	:	Epoch 1827 | loss: 0.0312224 | val_loss: 0.0312227 | Time: 1616.22 ms
[2022-01-07 18:42:10	                main:574]	:	INFO	:	Epoch 1828 | loss: 0.0312227 | val_loss: 0.0312226 | Time: 1563.14 ms
[2022-01-07 18:42:12	                main:574]	:	INFO	:	Epoch 1829 | loss: 0.0312218 | val_loss: 0.031222 | Time: 1604.95 ms
[2022-01-07 18:42:14	                main:574]	:	INFO	:	Epoch 1830 | loss: 0.0312217 | val_loss: 0.0312233 | Time: 1565.66 ms
[2022-01-07 18:42:15	                main:574]	:	INFO	:	Epoch 1831 | loss: 0.0312216 | val_loss: 0.0312223 | Time: 1588.77 ms
[2022-01-07 18:42:17	                main:574]	:	INFO	:	Epoch 1832 | loss: 0.0312223 | val_loss: 0.0312216 | Time: 1596.04 ms
[2022-01-07 18:42:18	                main:574]	:	INFO	:	Epoch 1833 | loss: 0.0312216 | val_loss: 0.0312215 | Time: 1593.9 ms
[2022-01-07 18:42:20	                main:574]	:	INFO	:	Epoch 1834 | loss: 0.031221 | val_loss: 0.0312214 | Time: 1606.93 ms
[2022-01-07 18:42:22	                main:574]	:	INFO	:	Epoch 1835 | loss: 0.0312215 | val_loss: 0.0312214 | Time: 1622.38 ms
[2022-01-07 18:42:23	                main:574]	:	INFO	:	Epoch 1836 | loss: 0.0312206 | val_loss: 0.031221 | Time: 1579.39 ms
[2022-01-07 18:42:25	                main:574]	:	INFO	:	Epoch 1837 | loss: 0.0312204 | val_loss: 0.0312218 | Time: 1574.09 ms
[2022-01-07 18:42:26	                main:574]	:	INFO	:	Epoch 1838 | loss: 0.0312204 | val_loss: 0.031221 | Time: 1615.69 ms
[2022-01-07 18:42:28	                main:574]	:	INFO	:	Epoch 1839 | loss: 0.0312199 | val_loss: 0.0312214 | Time: 1562.09 ms
[2022-01-07 18:42:30	                main:574]	:	INFO	:	Epoch 1840 | loss: 0.0312202 | val_loss: 0.031221 | Time: 1587.56 ms
[2022-01-07 18:42:31	                main:574]	:	INFO	:	Epoch 1841 | loss: 0.0312199 | val_loss: 0.0312204 | Time: 1562.04 ms
[2022-01-07 18:42:33	                main:574]	:	INFO	:	Epoch 1842 | loss: 0.0312193 | val_loss: 0.0312205 | Time: 1577.35 ms
[2022-01-07 18:42:34	                main:574]	:	INFO	:	Epoch 1843 | loss: 0.0312206 | val_loss: 0.031221 | Time: 1594.2 ms
[2022-01-07 18:42:36	                main:574]	:	INFO	:	Epoch 1844 | loss: 0.0312204 | val_loss: 0.0312222 | Time: 1600.47 ms
[2022-01-07 18:42:38	                main:574]	:	INFO	:	Epoch 1845 | loss: 0.0312192 | val_loss: 0.0312205 | Time: 1608.53 ms
[2022-01-07 18:42:39	                main:574]	:	INFO	:	Epoch 1846 | loss: 0.031219 | val_loss: 0.0312195 | Time: 1596.23 ms
[2022-01-07 18:42:41	                main:574]	:	INFO	:	Epoch 1847 | loss: 0.0312181 | val_loss: 0.031219 | Time: 1575.8 ms
[2022-01-07 18:42:42	                main:574]	:	INFO	:	Epoch 1848 | loss: 0.0312188 | val_loss: 0.0312188 | Time: 1583.93 ms
[2022-01-07 18:42:44	                main:574]	:	INFO	:	Epoch 1849 | loss: 0.0312188 | val_loss: 0.03122 | Time: 1601.1 ms
[2022-01-07 18:42:45	                main:574]	:	INFO	:	Epoch 1850 | loss: 0.0312198 | val_loss: 0.03122 | Time: 1554.12 ms
[2022-01-07 18:42:47	                main:574]	:	INFO	:	Epoch 1851 | loss: 0.0312177 | val_loss: 0.0312179 | Time: 1548.9 ms
[2022-01-07 18:42:49	                main:574]	:	INFO	:	Epoch 1852 | loss: 0.0312175 | val_loss: 0.0312211 | Time: 1576.57 ms
[2022-01-07 18:42:50	                main:574]	:	INFO	:	Epoch 1853 | loss: 0.0312192 | val_loss: 0.0312185 | Time: 1613.07 ms
[2022-01-07 18:42:52	                main:574]	:	INFO	:	Epoch 1854 | loss: 0.0312189 | val_loss: 0.0312206 | Time: 1569.35 ms
[2022-01-07 18:42:53	                main:574]	:	INFO	:	Epoch 1855 | loss: 0.0312191 | val_loss: 0.0312217 | Time: 1563.8 ms
[2022-01-07 18:42:55	                main:574]	:	INFO	:	Epoch 1856 | loss: 0.0312178 | val_loss: 0.0312179 | Time: 1588.39 ms
[2022-01-07 18:42:57	                main:574]	:	INFO	:	Epoch 1857 | loss: 0.0312166 | val_loss: 0.0312174 | Time: 1592.32 ms
[2022-01-07 18:42:58	                main:574]	:	INFO	:	Epoch 1858 | loss: 0.0312171 | val_loss: 0.0312177 | Time: 1592.66 ms
[2022-01-07 18:43:00	                main:574]	:	INFO	:	Epoch 1859 | loss: 0.0312162 | val_loss: 0.0312171 | Time: 1594.02 ms
[2022-01-07 18:43:01	                main:574]	:	INFO	:	Epoch 1860 | loss: 0.0312178 | val_loss: 0.031217 | Time: 1557.85 ms
[2022-01-07 18:43:03	                main:574]	:	INFO	:	Epoch 1861 | loss: 0.0312167 | val_loss: 0.031217 | Time: 1583.57 ms
[2022-01-07 18:43:04	                main:574]	:	INFO	:	Epoch 1862 | loss: 0.0312165 | val_loss: 0.0312168 | Time: 1585.97 ms
[2022-01-07 18:43:06	                main:574]	:	INFO	:	Epoch 1863 | loss: 0.0312159 | val_loss: 0.0312169 | Time: 1587.58 ms
[2022-01-07 18:43:08	                main:574]	:	INFO	:	Epoch 1864 | loss: 0.0312165 | val_loss: 0.0312165 | Time: 1567.57 ms
[2022-01-07 18:43:09	                main:574]	:	INFO	:	Epoch 1865 | loss: 0.0312161 | val_loss: 0.0312169 | Time: 1580.73 ms
[2022-01-07 18:43:11	                main:574]	:	INFO	:	Epoch 1866 | loss: 0.0312163 | val_loss: 0.0312207 | Time: 1609.05 ms
[2022-01-07 18:43:12	                main:574]	:	INFO	:	Epoch 1867 | loss: 0.0312167 | val_loss: 0.0312176 | Time: 1585.06 ms
[2022-01-07 18:43:14	                main:574]	:	INFO	:	Epoch 1868 | loss: 0.0312156 | val_loss: 0.0312168 | Time: 1556.39 ms
[2022-01-07 18:43:16	                main:574]	:	INFO	:	Epoch 1869 | loss: 0.0312161 | val_loss: 0.031217 | Time: 1592.84 ms
[2022-01-07 18:43:17	                main:574]	:	INFO	:	Epoch 1870 | loss: 0.0312159 | val_loss: 0.0312161 | Time: 1631.35 ms
[2022-01-07 18:43:19	                main:574]	:	INFO	:	Epoch 1871 | loss: 0.0312187 | val_loss: 0.0312218 | Time: 1639.09 ms
[2022-01-07 18:43:20	                main:574]	:	INFO	:	Epoch 1872 | loss: 0.0312169 | val_loss: 0.0312199 | Time: 1601.98 ms
[2022-01-07 18:43:22	                main:574]	:	INFO	:	Epoch 1873 | loss: 0.031217 | val_loss: 0.031216 | Time: 1587.94 ms
[2022-01-07 18:43:24	                main:574]	:	INFO	:	Epoch 1874 | loss: 0.0312146 | val_loss: 0.0312159 | Time: 1592.42 ms
[2022-01-07 18:43:25	                main:574]	:	INFO	:	Epoch 1875 | loss: 0.0312141 | val_loss: 0.0312158 | Time: 1577.29 ms
[2022-01-07 18:43:27	                main:574]	:	INFO	:	Epoch 1876 | loss: 0.0312134 | val_loss: 0.0312154 | Time: 1646.7 ms
[2022-01-07 18:43:28	                main:574]	:	INFO	:	Epoch 1877 | loss: 0.0312143 | val_loss: 0.0312238 | Time: 1638.1 ms
[2022-01-07 18:43:30	                main:574]	:	INFO	:	Epoch 1878 | loss: 0.0312233 | val_loss: 0.0312203 | Time: 1603.3 ms
[2022-01-07 18:43:32	                main:574]	:	INFO	:	Epoch 1879 | loss: 0.0312186 | val_loss: 0.0312114 | Time: 1587.77 ms
[2022-01-07 18:43:33	                main:574]	:	INFO	:	Epoch 1880 | loss: 0.0312126 | val_loss: 0.0312101 | Time: 1627.42 ms
[2022-01-07 18:43:35	                main:574]	:	INFO	:	Epoch 1881 | loss: 0.0312091 | val_loss: 0.0312086 | Time: 1656.85 ms
[2022-01-07 18:43:37	                main:574]	:	INFO	:	Epoch 1882 | loss: 0.0312078 | val_loss: 0.0312137 | Time: 1613.01 ms
[2022-01-07 18:43:38	                main:574]	:	INFO	:	Epoch 1883 | loss: 0.0312122 | val_loss: 0.0312156 | Time: 1579.47 ms
[2022-01-07 18:43:40	                main:574]	:	INFO	:	Epoch 1884 | loss: 0.0312096 | val_loss: 0.0312092 | Time: 1611.57 ms
[2022-01-07 18:43:41	                main:574]	:	INFO	:	Epoch 1885 | loss: 0.0312104 | val_loss: 0.0312055 | Time: 1563.17 ms
[2022-01-07 18:43:43	                main:574]	:	INFO	:	Epoch 1886 | loss: 0.0312053 | val_loss: 0.0312059 | Time: 1611.15 ms
[2022-01-07 18:43:45	                main:574]	:	INFO	:	Epoch 1887 | loss: 0.0312047 | val_loss: 0.0312064 | Time: 1651.07 ms
[2022-01-07 18:43:46	                main:574]	:	INFO	:	Epoch 1888 | loss: 0.0312045 | val_loss: 0.0312068 | Time: 1651.52 ms
[2022-01-07 18:43:48	                main:574]	:	INFO	:	Epoch 1889 | loss: 0.0312057 | val_loss: 0.0312048 | Time: 1608.08 ms
[2022-01-07 18:43:50	                main:574]	:	INFO	:	Epoch 1890 | loss: nan | val_loss: nan | Time: 1616.25 ms
[2022-01-07 18:43:51	                main:574]	:	INFO	:	Epoch 1891 | loss: nan | val_loss: nan | Time: 1582.58 ms
[2022-01-07 18:43:53	                main:574]	:	INFO	:	Epoch 1892 | loss: nan | val_loss: nan | Time: 1591.34 ms
[2022-01-07 18:43:54	                main:574]	:	INFO	:	Epoch 1893 | loss: nan | val_loss: nan | Time: 1567.03 ms
[2022-01-07 18:43:56	                main:574]	:	INFO	:	Epoch 1894 | loss: nan | val_loss: nan | Time: 1564.65 ms
[2022-01-07 18:43:57	                main:574]	:	INFO	:	Epoch 1895 | loss: nan | val_loss: nan | Time: 1594.86 ms
[2022-01-07 18:43:59	                main:574]	:	INFO	:	Epoch 1896 | loss: nan | val_loss: nan | Time: 1586.15 ms
[2022-01-07 18:44:01	                main:574]	:	INFO	:	Epoch 1897 | loss: nan | val_loss: nan | Time: 1553.57 ms
[2022-01-07 18:44:02	                main:574]	:	INFO	:	Epoch 1898 | loss: nan | val_loss: nan | Time: 1594.44 ms
[2022-01-07 18:44:04	                main:574]	:	INFO	:	Epoch 1899 | loss: nan | val_loss: nan | Time: 1583.94 ms
[2022-01-07 18:44:05	                main:574]	:	INFO	:	Epoch 1900 | loss: nan | val_loss: nan | Time: 1573.82 ms
[2022-01-07 18:44:07	                main:574]	:	INFO	:	Epoch 1901 | loss: nan | val_loss: nan | Time: 1614.11 ms
[2022-01-07 18:44:09	                main:574]	:	INFO	:	Epoch 1902 | loss: nan | val_loss: nan | Time: 1579.9 ms
[2022-01-07 18:44:10	                main:574]	:	INFO	:	Epoch 1903 | loss: nan | val_loss: nan | Time: 1591.54 ms
[2022-01-07 18:44:12	                main:574]	:	INFO	:	Epoch 1904 | loss: nan | val_loss: nan | Time: 1601.21 ms
[2022-01-07 18:44:13	                main:574]	:	INFO	:	Epoch 1905 | loss: nan | val_loss: nan | Time: 1590.11 ms
[2022-01-07 18:44:15	                main:574]	:	INFO	:	Epoch 1906 | loss: nan | val_loss: nan | Time: 1555.52 ms
[2022-01-07 18:44:16	                main:574]	:	INFO	:	Epoch 1907 | loss: nan | val_loss: nan | Time: 1563.01 ms
[2022-01-07 18:44:18	                main:574]	:	INFO	:	Epoch 1908 | loss: nan | val_loss: nan | Time: 1616.19 ms
[2022-01-07 18:44:20	                main:574]	:	INFO	:	Epoch 1909 | loss: nan | val_loss: nan | Time: 1564.5 ms
[2022-01-07 18:44:21	                main:574]	:	INFO	:	Epoch 1910 | loss: nan | val_loss: nan | Time: 1537.75 ms
[2022-01-07 18:44:23	                main:574]	:	INFO	:	Epoch 1911 | loss: nan | val_loss: nan | Time: 1582.42 ms
[2022-01-07 18:44:24	                main:574]	:	INFO	:	Epoch 1912 | loss: nan | val_loss: nan | Time: 1580.99 ms
[2022-01-07 18:44:26	                main:574]	:	INFO	:	Epoch 1913 | loss: nan | val_loss: nan | Time: 1567.08 ms
[2022-01-07 18:44:27	                main:574]	:	INFO	:	Epoch 1914 | loss: nan | val_loss: nan | Time: 1588.94 ms
[2022-01-07 18:44:29	                main:574]	:	INFO	:	Epoch 1915 | loss: nan | val_loss: nan | Time: 1592.14 ms
[2022-01-07 18:44:31	                main:574]	:	INFO	:	Epoch 1916 | loss: nan | val_loss: nan | Time: 1602.67 ms
[2022-01-07 18:44:32	                main:574]	:	INFO	:	Epoch 1917 | loss: nan | val_loss: nan | Time: 1572.69 ms
[2022-01-07 18:44:34	                main:574]	:	INFO	:	Epoch 1918 | loss: nan | val_loss: nan | Time: 1596.51 ms
[2022-01-07 18:44:35	                main:574]	:	INFO	:	Epoch 1919 | loss: nan | val_loss: nan | Time: 1571.49 ms
[2022-01-07 18:44:37	                main:574]	:	INFO	:	Epoch 1920 | loss: nan | val_loss: nan | Time: 1599.21 ms
[2022-01-07 18:44:39	                main:574]	:	INFO	:	Epoch 1921 | loss: nan | val_loss: nan | Time: 1600.14 ms
[2022-01-07 18:44:40	                main:574]	:	INFO	:	Epoch 1922 | loss: nan | val_loss: nan | Time: 1615.96 ms
[2022-01-07 18:44:42	                main:574]	:	INFO	:	Epoch 1923 | loss: nan | val_loss: nan | Time: 1613.33 ms
[2022-01-07 18:44:44	                main:574]	:	INFO	:	Epoch 1924 | loss: nan | val_loss: nan | Time: 1626.34 ms
[2022-01-07 18:44:45	                main:574]	:	INFO	:	Epoch 1925 | loss: nan | val_loss: nan | Time: 1580.53 ms
[2022-01-07 18:44:47	                main:574]	:	INFO	:	Epoch 1926 | loss: nan | val_loss: nan | Time: 1616.09 ms
[2022-01-07 18:44:48	                main:574]	:	INFO	:	Epoch 1927 | loss: nan | val_loss: nan | Time: 1557.56 ms
[2022-01-07 18:44:50	                main:574]	:	INFO	:	Epoch 1928 | loss: nan | val_loss: nan | Time: 1582.62 ms
[2022-01-07 18:44:51	                main:574]	:	INFO	:	Epoch 1929 | loss: nan | val_loss: nan | Time: 1588.69 ms
[2022-01-07 18:44:53	                main:574]	:	INFO	:	Epoch 1930 | loss: nan | val_loss: nan | Time: 1591.41 ms
[2022-01-07 18:44:55	                main:574]	:	INFO	:	Epoch 1931 | loss: nan | val_loss: nan | Time: 1568.04 ms
[2022-01-07 18:44:56	                main:574]	:	INFO	:	Epoch 1932 | loss: nan | val_loss: nan | Time: 1647.89 ms
[2022-01-07 18:44:58	                main:574]	:	INFO	:	Epoch 1933 | loss: nan | val_loss: nan | Time: 1617.91 ms
[2022-01-07 18:44:59	                main:574]	:	INFO	:	Epoch 1934 | loss: nan | val_loss: nan | Time: 1574.36 ms
[2022-01-07 18:45:01	                main:574]	:	INFO	:	Epoch 1935 | loss: nan | val_loss: nan | Time: 1562.19 ms
[2022-01-07 18:45:03	                main:574]	:	INFO	:	Epoch 1936 | loss: nan | val_loss: nan | Time: 1598.72 ms
[2022-01-07 18:45:04	                main:574]	:	INFO	:	Epoch 1937 | loss: nan | val_loss: nan | Time: 1578.34 ms
[2022-01-07 18:45:06	                main:574]	:	INFO	:	Epoch 1938 | loss: nan | val_loss: nan | Time: 1571.12 ms
[2022-01-07 18:45:07	                main:574]	:	INFO	:	Epoch 1939 | loss: nan | val_loss: nan | Time: 1551.35 ms
[2022-01-07 18:45:09	                main:574]	:	INFO	:	Epoch 1940 | loss: nan | val_loss: nan | Time: 1575.7 ms
[2022-01-07 18:45:10	                main:574]	:	INFO	:	Epoch 1941 | loss: nan | val_loss: nan | Time: 1543.34 ms
[2022-01-07 18:45:12	                main:574]	:	INFO	:	Epoch 1942 | loss: nan | val_loss: nan | Time: 1575.8 ms
[2022-01-07 18:45:14	                main:574]	:	INFO	:	Epoch 1943 | loss: nan | val_loss: nan | Time: 1589.95 ms
[2022-01-07 18:45:15	                main:574]	:	INFO	:	Epoch 1944 | loss: nan | val_loss: nan | Time: 1616.93 ms
[2022-01-07 18:45:17	                main:574]	:	INFO	:	Epoch 1945 | loss: nan | val_loss: nan | Time: 1592.61 ms
[2022-01-07 18:45:18	                main:574]	:	INFO	:	Epoch 1946 | loss: nan | val_loss: nan | Time: 1575.69 ms
[2022-01-07 18:45:20	                main:574]	:	INFO	:	Epoch 1947 | loss: nan | val_loss: nan | Time: 1554.93 ms
[2022-01-07 18:45:22	                main:574]	:	INFO	:	Epoch 1948 | loss: nan | val_loss: nan | Time: 1587.91 ms
[2022-01-07 18:45:23	                main:574]	:	INFO	:	Epoch 1949 | loss: nan | val_loss: nan | Time: 1622.77 ms
[2022-01-07 18:45:25	                main:574]	:	INFO	:	Epoch 1950 | loss: nan | val_loss: nan | Time: 1591 ms
[2022-01-07 18:45:26	                main:574]	:	INFO	:	Epoch 1951 | loss: nan | val_loss: nan | Time: 1607.1 ms
[2022-01-07 18:45:28	                main:574]	:	INFO	:	Epoch 1952 | loss: nan | val_loss: nan | Time: 1584.01 ms
[2022-01-07 18:45:30	                main:574]	:	INFO	:	Epoch 1953 | loss: nan | val_loss: nan | Time: 1613.32 ms
[2022-01-07 18:45:31	                main:574]	:	INFO	:	Epoch 1954 | loss: nan | val_loss: nan | Time: 1576.35 ms
[2022-01-07 18:45:33	                main:574]	:	INFO	:	Epoch 1955 | loss: nan | val_loss: nan | Time: 1556.61 ms
[2022-01-07 18:45:34	                main:574]	:	INFO	:	Epoch 1956 | loss: nan | val_loss: nan | Time: 1545.5 ms
[2022-01-07 18:45:36	                main:574]	:	INFO	:	Epoch 1957 | loss: nan | val_loss: nan | Time: 1556.92 ms
[2022-01-07 18:45:37	                main:574]	:	INFO	:	Epoch 1958 | loss: nan | val_loss: nan | Time: 1604.21 ms
[2022-01-07 18:45:39	                main:574]	:	INFO	:	Epoch 1959 | loss: nan | val_loss: nan | Time: 1617.81 ms
[2022-01-07 18:45:41	                main:574]	:	INFO	:	Epoch 1960 | loss: nan | val_loss: nan | Time: 1614.37 ms
[2022-01-07 18:45:42	                main:574]	:	INFO	:	Epoch 1961 | loss: nan | val_loss: nan | Time: 1571.11 ms
[2022-01-07 18:45:44	                main:574]	:	INFO	:	Epoch 1962 | loss: nan | val_loss: nan | Time: 1587.66 ms
[2022-01-07 18:45:45	                main:574]	:	INFO	:	Epoch 1963 | loss: nan | val_loss: nan | Time: 1631.73 ms
[2022-01-07 18:45:47	                main:574]	:	INFO	:	Epoch 1964 | loss: nan | val_loss: nan | Time: 1620.78 ms
[2022-01-07 18:45:49	                main:574]	:	INFO	:	Epoch 1965 | loss: nan | val_loss: nan | Time: 1593.16 ms
[2022-01-07 18:45:50	                main:574]	:	INFO	:	Epoch 1966 | loss: nan | val_loss: nan | Time: 1583.97 ms
[2022-01-07 18:45:52	                main:574]	:	INFO	:	Epoch 1967 | loss: nan | val_loss: nan | Time: 1608.89 ms
[2022-01-07 18:45:53	                main:574]	:	INFO	:	Epoch 1968 | loss: nan | val_loss: nan | Time: 1593.98 ms
[2022-01-07 18:45:55	                main:574]	:	INFO	:	Epoch 1969 | loss: nan | val_loss: nan | Time: 1593.46 ms
[2022-01-07 18:45:57	                main:574]	:	INFO	:	Epoch 1970 | loss: nan | val_loss: nan | Time: 1641.96 ms
[2022-01-07 18:45:58	                main:574]	:	INFO	:	Epoch 1971 | loss: nan | val_loss: nan | Time: 1604.92 ms
[2022-01-07 18:46:00	                main:574]	:	INFO	:	Epoch 1972 | loss: nan | val_loss: nan | Time: 1578.98 ms
[2022-01-07 18:46:02	                main:574]	:	INFO	:	Epoch 1973 | loss: nan | val_loss: nan | Time: 1624.87 ms
[2022-01-07 18:46:03	                main:574]	:	INFO	:	Epoch 1974 | loss: nan | val_loss: nan | Time: 1640.33 ms
[2022-01-07 18:46:05	                main:574]	:	INFO	:	Epoch 1975 | loss: nan | val_loss: nan | Time: 1570.37 ms
[2022-01-07 18:46:06	                main:574]	:	INFO	:	Epoch 1976 | loss: nan | val_loss: nan | Time: 1579.71 ms
[2022-01-07 18:46:08	                main:574]	:	INFO	:	Epoch 1977 | loss: nan | val_loss: nan | Time: 1596.38 ms
[2022-01-07 18:46:10	                main:574]	:	INFO	:	Epoch 1978 | loss: nan | val_loss: nan | Time: 1598.42 ms
[2022-01-07 18:46:11	                main:574]	:	INFO	:	Epoch 1979 | loss: nan | val_loss: nan | Time: 1591.31 ms
[2022-01-07 18:46:13	                main:574]	:	INFO	:	Epoch 1980 | loss: nan | val_loss: nan | Time: 1583.19 ms
[2022-01-07 18:46:14	                main:574]	:	INFO	:	Epoch 1981 | loss: nan | val_loss: nan | Time: 1607.01 ms
[2022-01-07 18:46:16	                main:574]	:	INFO	:	Epoch 1982 | loss: nan | val_loss: nan | Time: 1594.29 ms
[2022-01-07 18:46:17	                main:574]	:	INFO	:	Epoch 1983 | loss: nan | val_loss: nan | Time: 1561.11 ms
[2022-01-07 18:46:19	                main:574]	:	INFO	:	Epoch 1984 | loss: nan | val_loss: nan | Time: 1535.65 ms
[2022-01-07 18:46:21	                main:574]	:	INFO	:	Epoch 1985 | loss: nan | val_loss: nan | Time: 1585.3 ms
[2022-01-07 18:46:22	                main:574]	:	INFO	:	Epoch 1986 | loss: nan | val_loss: nan | Time: 1607.65 ms
[2022-01-07 18:46:24	                main:574]	:	INFO	:	Epoch 1987 | loss: nan | val_loss: nan | Time: 1595.77 ms
[2022-01-07 18:46:25	                main:574]	:	INFO	:	Epoch 1988 | loss: nan | val_loss: nan | Time: 1564.89 ms
[2022-01-07 18:46:27	                main:574]	:	INFO	:	Epoch 1989 | loss: nan | val_loss: nan | Time: 1604.61 ms
[2022-01-07 18:46:29	                main:574]	:	INFO	:	Epoch 1990 | loss: nan | val_loss: nan | Time: 1587.68 ms
[2022-01-07 18:46:30	                main:574]	:	INFO	:	Epoch 1991 | loss: nan | val_loss: nan | Time: 1599.29 ms
[2022-01-07 18:46:32	                main:574]	:	INFO	:	Epoch 1992 | loss: nan | val_loss: nan | Time: 1597.75 ms
[2022-01-07 18:46:33	                main:574]	:	INFO	:	Epoch 1993 | loss: nan | val_loss: nan | Time: 1598.47 ms
[2022-01-07 18:46:35	                main:574]	:	INFO	:	Epoch 1994 | loss: nan | val_loss: nan | Time: 1579.36 ms
[2022-01-07 18:46:37	                main:574]	:	INFO	:	Epoch 1995 | loss: nan | val_loss: nan | Time: 1593.59 ms
[2022-01-07 18:46:38	                main:574]	:	INFO	:	Epoch 1996 | loss: nan | val_loss: nan | Time: 1622.57 ms
[2022-01-07 18:46:40	                main:574]	:	INFO	:	Epoch 1997 | loss: nan | val_loss: nan | Time: 1607.81 ms
[2022-01-07 18:46:41	                main:574]	:	INFO	:	Epoch 1998 | loss: nan | val_loss: nan | Time: 1620.75 ms
[2022-01-07 18:46:43	                main:574]	:	INFO	:	Epoch 1999 | loss: nan | val_loss: nan | Time: 1573.11 ms
[2022-01-07 18:46:45	                main:574]	:	INFO	:	Epoch 2000 | loss: nan | val_loss: nan | Time: 1600.98 ms
[2022-01-07 18:46:46	                main:574]	:	INFO	:	Epoch 2001 | loss: nan | val_loss: nan | Time: 1602 ms
[2022-01-07 18:46:48	                main:574]	:	INFO	:	Epoch 2002 | loss: nan | val_loss: nan | Time: 1579.4 ms
[2022-01-07 18:46:49	                main:574]	:	INFO	:	Epoch 2003 | loss: nan | val_loss: nan | Time: 1603.8 ms
[2022-01-07 18:46:51	                main:574]	:	INFO	:	Epoch 2004 | loss: nan | val_loss: nan | Time: 1610.34 ms
[2022-01-07 18:46:53	                main:574]	:	INFO	:	Epoch 2005 | loss: nan | val_loss: nan | Time: 1580.89 ms
[2022-01-07 18:46:54	                main:574]	:	INFO	:	Epoch 2006 | loss: nan | val_loss: nan | Time: 1602.02 ms
[2022-01-07 18:46:56	                main:574]	:	INFO	:	Epoch 2007 | loss: nan | val_loss: nan | Time: 1593.14 ms
[2022-01-07 18:46:57	                main:574]	:	INFO	:	Epoch 2008 | loss: nan | val_loss: nan | Time: 1566.09 ms
[2022-01-07 18:46:59	                main:574]	:	INFO	:	Epoch 2009 | loss: nan | val_loss: nan | Time: 1594.51 ms
[2022-01-07 18:47:01	                main:574]	:	INFO	:	Epoch 2010 | loss: nan | val_loss: nan | Time: 1612.98 ms
[2022-01-07 18:47:02	                main:574]	:	INFO	:	Epoch 2011 | loss: nan | val_loss: nan | Time: 1577.43 ms
[2022-01-07 18:47:04	                main:574]	:	INFO	:	Epoch 2012 | loss: nan | val_loss: nan | Time: 1579.5 ms
[2022-01-07 18:47:05	                main:574]	:	INFO	:	Epoch 2013 | loss: nan | val_loss: nan | Time: 1577.62 ms
[2022-01-07 18:47:07	                main:574]	:	INFO	:	Epoch 2014 | loss: nan | val_loss: nan | Time: 1582.3 ms
[2022-01-07 18:47:08	                main:574]	:	INFO	:	Epoch 2015 | loss: nan | val_loss: nan | Time: 1596.38 ms
[2022-01-07 18:47:10	                main:574]	:	INFO	:	Epoch 2016 | loss: nan | val_loss: nan | Time: 1606.31 ms
[2022-01-07 18:47:12	                main:574]	:	INFO	:	Epoch 2017 | loss: nan | val_loss: nan | Time: 1578.4 ms
[2022-01-07 18:47:13	                main:574]	:	INFO	:	Epoch 2018 | loss: nan | val_loss: nan | Time: 1608.24 ms
[2022-01-07 18:47:15	                main:574]	:	INFO	:	Epoch 2019 | loss: nan | val_loss: nan | Time: 1610.05 ms
[2022-01-07 18:47:17	                main:574]	:	INFO	:	Epoch 2020 | loss: nan | val_loss: nan | Time: 1611.02 ms
[2022-01-07 18:47:18	                main:574]	:	INFO	:	Epoch 2021 | loss: nan | val_loss: nan | Time: 1545.57 ms
[2022-01-07 18:47:20	                main:574]	:	INFO	:	Epoch 2022 | loss: nan | val_loss: nan | Time: 1585.51 ms
[2022-01-07 18:47:21	                main:574]	:	INFO	:	Epoch 2023 | loss: nan | val_loss: nan | Time: 1556.9 ms
[2022-01-07 18:47:23	                main:574]	:	INFO	:	Epoch 2024 | loss: nan | val_loss: nan | Time: 1575.34 ms
[2022-01-07 18:47:24	                main:574]	:	INFO	:	Epoch 2025 | loss: nan | val_loss: nan | Time: 1610.94 ms
[2022-01-07 18:47:26	                main:574]	:	INFO	:	Epoch 2026 | loss: nan | val_loss: nan | Time: 1561.03 ms
[2022-01-07 18:47:28	                main:574]	:	INFO	:	Epoch 2027 | loss: nan | val_loss: nan | Time: 1579.42 ms
[2022-01-07 18:47:29	                main:574]	:	INFO	:	Epoch 2028 | loss: nan | val_loss: nan | Time: 1596.86 ms
[2022-01-07 18:47:31	                main:574]	:	INFO	:	Epoch 2029 | loss: nan | val_loss: nan | Time: 1612.81 ms
[2022-01-07 18:47:32	                main:574]	:	INFO	:	Epoch 2030 | loss: nan | val_loss: nan | Time: 1527.33 ms
[2022-01-07 18:47:34	                main:574]	:	INFO	:	Epoch 2031 | loss: nan | val_loss: nan | Time: 1603.24 ms
[2022-01-07 18:47:36	                main:574]	:	INFO	:	Epoch 2032 | loss: nan | val_loss: nan | Time: 1644.39 ms
[2022-01-07 18:47:37	                main:574]	:	INFO	:	Epoch 2033 | loss: nan | val_loss: nan | Time: 1612.93 ms
[2022-01-07 18:47:39	                main:574]	:	INFO	:	Epoch 2034 | loss: nan | val_loss: nan | Time: 1599.03 ms
[2022-01-07 18:47:40	                main:574]	:	INFO	:	Epoch 2035 | loss: nan | val_loss: nan | Time: 1576.26 ms
[2022-01-07 18:47:42	                main:574]	:	INFO	:	Epoch 2036 | loss: nan | val_loss: nan | Time: 1628.46 ms
[2022-01-07 18:47:44	                main:574]	:	INFO	:	Epoch 2037 | loss: nan | val_loss: nan | Time: 1596.61 ms
[2022-01-07 18:47:45	                main:574]	:	INFO	:	Epoch 2038 | loss: nan | val_loss: nan | Time: 1569.69 ms
[2022-01-07 18:47:47	                main:574]	:	INFO	:	Epoch 2039 | loss: nan | val_loss: nan | Time: 1642.57 ms
[2022-01-07 18:47:48	                main:574]	:	INFO	:	Epoch 2040 | loss: nan | val_loss: nan | Time: 1653 ms
[2022-01-07 18:47:50	                main:574]	:	INFO	:	Epoch 2041 | loss: nan | val_loss: nan | Time: 1603.95 ms
[2022-01-07 18:47:52	                main:574]	:	INFO	:	Epoch 2042 | loss: nan | val_loss: nan | Time: 1621.22 ms
[2022-01-07 18:47:53	                main:574]	:	INFO	:	Epoch 2043 | loss: nan | val_loss: nan | Time: 1602.35 ms
[2022-01-07 18:47:55	                main:574]	:	INFO	:	Epoch 2044 | loss: nan | val_loss: nan | Time: 1577.78 ms
[2022-01-07 18:47:56	                main:574]	:	INFO	:	Epoch 2045 | loss: nan | val_loss: nan | Time: 1617.72 ms
[2022-01-07 18:47:58	                main:574]	:	INFO	:	Epoch 2046 | loss: nan | val_loss: nan | Time: 1578.39 ms
[2022-01-07 18:48:00	                main:574]	:	INFO	:	Epoch 2047 | loss: nan | val_loss: nan | Time: 1593.63 ms
[2022-01-07 18:48:01	                main:574]	:	INFO	:	Epoch 2048 | loss: nan | val_loss: nan | Time: 1579.3 ms
[2022-01-07 18:48:01	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss nan
[2022-01-07 18:48:01	                main:603]	:	INFO	:	Saving end state to config to file
[2022-01-07 18:48:01	                main:608]	:	INFO	:	Success, exiting..
18:48:01 (11976): 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)