Task 5308410

Name ParityMachine-1622600980-27087-2_0
Workunit 3194672
Created 7 Jun 2021, 6:59:47 UTC
Sent 13 Jun 2021, 10:39:39 UTC
Report deadline 20 Jun 2021, 10:39:39 UTC
Received 15 Jun 2021, 10:06:52 UTC
Server state Over
Outcome Success
Client state Done
Exit status 0 (0x00000000)
Computer ID 1832
Run time 3 hours 46 min 35 sec
CPU time 1 hours 57 min 39 sec
Validate state Valid
Credit 4,160.00
Device peak FLOPS 884.18 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 1.56 GB
Peak swap size 3.46 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
:574]	:	INFO	:	Epoch 1542 | loss: 0.0311389 | val_loss: 0.0311563 | Time: 5753.86 ms
[2021-06-15 08:09:20	                main:574]	:	INFO	:	Epoch 1543 | loss: 0.031137 | val_loss: 0.0311566 | Time: 10388.7 ms
[2021-06-15 08:09:33	                main:574]	:	INFO	:	Epoch 1544 | loss: 0.0311353 | val_loss: 0.0311541 | Time: 11135.6 ms
[2021-06-15 08:09:41	                main:574]	:	INFO	:	Epoch 1545 | loss: 0.0311369 | val_loss: 0.0311574 | Time: 6130.64 ms
[2021-06-15 08:09:48	                main:574]	:	INFO	:	Epoch 1546 | loss: 0.0311333 | val_loss: 0.0311533 | Time: 6156.8 ms
[2021-06-15 08:09:55	                main:574]	:	INFO	:	Epoch 1547 | loss: 0.0311301 | val_loss: 0.0311558 | Time: 5924.81 ms
[2021-06-15 08:10:04	                main:574]	:	INFO	:	Epoch 1548 | loss: 0.0311299 | val_loss: 0.0311571 | Time: 7540.62 ms
[2021-06-15 08:10:10	                main:574]	:	INFO	:	Epoch 1549 | loss: 0.0311318 | val_loss: 0.0311543 | Time: 5450.07 ms
[2021-06-15 08:10:17	                main:574]	:	INFO	:	Epoch 1550 | loss: 0.0311344 | val_loss: 0.0311549 | Time: 5337.88 ms
[2021-06-15 08:10:23	                main:574]	:	INFO	:	Epoch 1551 | loss: 0.0311319 | val_loss: 0.031158 | Time: 5354.71 ms
[2021-06-15 08:10:30	                main:574]	:	INFO	:	Epoch 1552 | loss: 0.0311316 | val_loss: 0.0311515 | Time: 5374.57 ms
[2021-06-15 08:10:37	                main:574]	:	INFO	:	Epoch 1553 | loss: 0.0311313 | val_loss: 0.0311541 | Time: 5371.36 ms
[2021-06-15 08:10:43	                main:574]	:	INFO	:	Epoch 1554 | loss: 0.0311325 | val_loss: 0.031154 | Time: 5636.79 ms
[2021-06-15 08:10:49	                main:574]	:	INFO	:	Epoch 1555 | loss: 0.0311305 | val_loss: 0.0311576 | Time: 5475.07 ms
[2021-06-15 08:10:55	                main:574]	:	INFO	:	Epoch 1556 | loss: 0.0311315 | val_loss: 0.0311584 | Time: 5365.34 ms
[2021-06-15 08:11:01	                main:574]	:	INFO	:	Epoch 1557 | loss: 0.0311334 | val_loss: 0.0311603 | Time: 5333.69 ms
[2021-06-15 08:11:08	                main:574]	:	INFO	:	Epoch 1558 | loss: 0.0311506 | val_loss: 0.0311629 | Time: 5334.21 ms
[2021-06-15 08:11:14	                main:574]	:	INFO	:	Epoch 1559 | loss: 0.0311487 | val_loss: 0.0311626 | Time: 5379.47 ms
[2021-06-15 08:11:20	                main:574]	:	INFO	:	Epoch 1560 | loss: 0.031144 | val_loss: 0.0311547 | Time: 5572.02 ms
[2021-06-15 08:11:26	                main:574]	:	INFO	:	Epoch 1561 | loss: 0.0311402 | val_loss: 0.0311553 | Time: 5603.02 ms
[2021-06-15 08:11:31	                main:574]	:	INFO	:	Epoch 1562 | loss: 0.0311366 | val_loss: 0.0311527 | Time: 5295.24 ms
[2021-06-15 08:11:39	                main:574]	:	INFO	:	Epoch 1563 | loss: 0.031135 | val_loss: 0.0311492 | Time: 6394.18 ms
[2021-06-15 08:11:45	                main:574]	:	INFO	:	Epoch 1564 | loss: 0.0311338 | val_loss: 0.0311484 | Time: 5361.1 ms
[2021-06-15 08:11:52	                main:574]	:	INFO	:	Epoch 1565 | loss: 0.0311302 | val_loss: 0.0311474 | Time: 5437.96 ms
[2021-06-15 08:11:58	                main:574]	:	INFO	:	Epoch 1566 | loss: 0.0311287 | val_loss: 0.0311459 | Time: 5296.69 ms
[2021-06-15 08:12:04	                main:574]	:	INFO	:	Epoch 1567 | loss: 0.0311289 | val_loss: 0.0311459 | Time: 5365.21 ms
[2021-06-15 08:12:10	                main:574]	:	INFO	:	Epoch 1568 | loss: 0.0311272 | val_loss: 0.0311497 | Time: 5368.22 ms
[2021-06-15 08:12:17	                main:574]	:	INFO	:	Epoch 1569 | loss: 0.0311287 | val_loss: 0.031152 | Time: 5752.35 ms
[2021-06-15 08:12:23	                main:574]	:	INFO	:	Epoch 1570 | loss: 0.0311279 | val_loss: 0.0311488 | Time: 5298.27 ms
[2021-06-15 08:12:29	                main:574]	:	INFO	:	Epoch 1571 | loss: 0.0311253 | val_loss: 0.0311521 | Time: 5292.37 ms
[2021-06-15 08:12:35	                main:574]	:	INFO	:	Epoch 1572 | loss: 0.0311267 | val_loss: 0.0311494 | Time: 5429.73 ms
[2021-06-15 08:12:42	                main:574]	:	INFO	:	Epoch 1573 | loss: 0.0311263 | val_loss: 0.0311504 | Time: 5311.31 ms
[2021-06-15 08:12:47	                main:574]	:	INFO	:	Epoch 1574 | loss: 0.0311245 | val_loss: 0.0311472 | Time: 5426.32 ms
[2021-06-15 08:12:53	                main:574]	:	INFO	:	Epoch 1575 | loss: 0.031125 | val_loss: 0.0311477 | Time: 5594.49 ms
[2021-06-15 08:12:58	                main:574]	:	INFO	:	Epoch 1576 | loss: 0.0311226 | val_loss: 0.0311463 | Time: 5342.06 ms
[2021-06-15 08:13:04	                main:574]	:	INFO	:	Epoch 1577 | loss: 0.0311242 | val_loss: 0.0311487 | Time: 5387.35 ms
[2021-06-15 08:13:10	                main:574]	:	INFO	:	Epoch 1578 | loss: 0.0311253 | val_loss: 0.0311498 | Time: 5356.77 ms
[2021-06-15 08:13:16	                main:574]	:	INFO	:	Epoch 1579 | loss: 0.0311254 | val_loss: 0.0311468 | Time: 5390 ms
[2021-06-15 08:13:22	                main:574]	:	INFO	:	Epoch 1580 | loss: 0.0311247 | val_loss: 0.0311489 | Time: 6220.35 ms
[2021-06-15 08:13:29	                main:574]	:	INFO	:	Epoch 1581 | loss: 0.031122 | val_loss: 0.0311486 | Time: 5331.04 ms
[2021-06-15 08:13:35	                main:574]	:	INFO	:	Epoch 1582 | loss: 0.031124 | val_loss: 0.0311467 | Time: 5823.32 ms
[2021-06-15 08:13:40	                main:574]	:	INFO	:	Epoch 1583 | loss: 0.0311264 | val_loss: 0.0311507 | Time: 5637.92 ms
[2021-06-15 08:13:46	                main:574]	:	INFO	:	Epoch 1584 | loss: 0.0311242 | val_loss: 0.0311471 | Time: 5629.92 ms
[2021-06-15 08:13:52	                main:574]	:	INFO	:	Epoch 1585 | loss: 0.0311239 | val_loss: 0.0311475 | Time: 5442.05 ms
[2021-06-15 08:13:57	                main:574]	:	INFO	:	Epoch 1586 | loss: 0.0311224 | val_loss: 0.0311477 | Time: 5393.62 ms
[2021-06-15 08:14:03	                main:574]	:	INFO	:	Epoch 1587 | loss: 0.0311202 | val_loss: 0.0311451 | Time: 5697.89 ms
[2021-06-15 08:14:09	                main:574]	:	INFO	:	Epoch 1588 | loss: 0.0311202 | val_loss: 0.0311509 | Time: 5400.53 ms
[2021-06-15 08:14:14	                main:574]	:	INFO	:	Epoch 1589 | loss: 0.0311243 | val_loss: 0.0311448 | Time: 5305.7 ms
[2021-06-15 08:14:21	                main:574]	:	INFO	:	Epoch 1590 | loss: 0.0311258 | val_loss: 0.0311499 | Time: 6218.61 ms
[2021-06-15 08:14:27	                main:574]	:	INFO	:	Epoch 1591 | loss: 0.0311248 | val_loss: 0.0311479 | Time: 5724.79 ms
[2021-06-15 08:14:33	                main:574]	:	INFO	:	Epoch 1592 | loss: 0.0311215 | val_loss: 0.0311494 | Time: 5315.44 ms
[2021-06-15 08:14:38	                main:574]	:	INFO	:	Epoch 1593 | loss: 0.0311205 | val_loss: 0.0311466 | Time: 5457.38 ms
[2021-06-15 08:14:44	                main:574]	:	INFO	:	Epoch 1594 | loss: 0.0311219 | val_loss: 0.0311496 | Time: 5324.7 ms
[2021-06-15 08:14:49	                main:574]	:	INFO	:	Epoch 1595 | loss: 0.0311218 | val_loss: 0.0311511 | Time: 5726.46 ms
[2021-06-15 08:14:55	                main:574]	:	INFO	:	Epoch 1596 | loss: 0.0311205 | val_loss: 0.0311552 | Time: 5414.45 ms
[2021-06-15 08:15:01	                main:574]	:	INFO	:	Epoch 1597 | loss: 0.0311228 | val_loss: 0.031153 | Time: 5395.3 ms
[2021-06-15 08:15:07	                main:574]	:	INFO	:	Epoch 1598 | loss: 0.0311201 | val_loss: 0.0311496 | Time: 5345.33 ms
[2021-06-15 08:15:13	                main:574]	:	INFO	:	Epoch 1599 | loss: 0.0311185 | val_loss: 0.0311491 | Time: 5293.29 ms
[2021-06-15 08:15:18	                main:574]	:	INFO	:	Epoch 1600 | loss: 0.0311184 | val_loss: 0.0311477 | Time: 5325.33 ms
[2021-06-15 08:15:26	                main:574]	:	INFO	:	Epoch 1601 | loss: 0.0311177 | val_loss: 0.0311488 | Time: 7455.12 ms
[2021-06-15 08:15:32	                main:574]	:	INFO	:	Epoch 1602 | loss: 0.0311209 | val_loss: 0.031151 | Time: 5446.05 ms
[2021-06-15 08:15:38	                main:574]	:	INFO	:	Epoch 1603 | loss: 0.0311193 | val_loss: 0.0311482 | Time: 5483.62 ms
[2021-06-15 08:15:43	                main:574]	:	INFO	:	Epoch 1604 | loss: 0.0311196 | val_loss: 0.0311497 | Time: 5424.15 ms
[2021-06-15 08:15:49	                main:574]	:	INFO	:	Epoch 1605 | loss: 0.0311199 | val_loss: 0.0311484 | Time: 5528.89 ms
[2021-06-15 08:15:55	                main:574]	:	INFO	:	Epoch 1606 | loss: 0.0311185 | val_loss: 0.0311472 | Time: 5316.65 ms
[2021-06-15 08:16:02	                main:574]	:	INFO	:	Epoch 1607 | loss: 0.0311177 | val_loss: 0.0311497 | Time: 6436.06 ms
[2021-06-15 08:16:08	                main:574]	:	INFO	:	Epoch 1608 | loss: 0.0311202 | val_loss: 0.0311502 | Time: 5999.18 ms
[2021-06-15 08:16:14	                main:574]	:	INFO	:	Epoch 1609 | loss: 0.031119 | val_loss: 0.031151 | Time: 5326.17 ms
[2021-06-15 08:16:19	                main:574]	:	INFO	:	Epoch 1610 | loss: 0.0311208 | val_loss: 0.0311513 | Time: 5384.81 ms
[2021-06-15 08:16:25	                main:574]	:	INFO	:	Epoch 1611 | loss: 0.0311192 | val_loss: 0.0311523 | Time: 5439.36 ms
[2021-06-15 08:16:31	                main:574]	:	INFO	:	Epoch 1612 | loss: 0.0311169 | val_loss: 0.0311517 | Time: 5796.87 ms
[2021-06-15 08:16:37	                main:574]	:	INFO	:	Epoch 1613 | loss: 0.031121 | val_loss: 0.0311499 | Time: 5342.22 ms
[2021-06-15 08:16:43	                main:574]	:	INFO	:	Epoch 1614 | loss: 0.0311214 | val_loss: 0.0311508 | Time: 5345.13 ms
[2021-06-15 08:16:49	                main:574]	:	INFO	:	Epoch 1615 | loss: 0.0311227 | val_loss: 0.0311458 | Time: 5335.34 ms
[2021-06-15 08:16:56	                main:574]	:	INFO	:	Epoch 1616 | loss: 0.0311186 | val_loss: 0.0311512 | Time: 5694.03 ms
[2021-06-15 08:17:02	                main:574]	:	INFO	:	Epoch 1617 | loss: 0.0311181 | val_loss: 0.03115 | Time: 5303.6 ms
[2021-06-15 08:17:08	                main:574]	:	INFO	:	Epoch 1618 | loss: 0.0311205 | val_loss: 0.0311548 | Time: 5337.32 ms
[2021-06-15 08:17:14	                main:574]	:	INFO	:	Epoch 1619 | loss: 0.0311222 | val_loss: 0.0311626 | Time: 6079.81 ms
[2021-06-15 08:17:21	                main:574]	:	INFO	:	Epoch 1620 | loss: 0.0311252 | val_loss: 0.0311561 | Time: 6259.83 ms
[2021-06-15 08:17:26	                main:574]	:	INFO	:	Epoch 1621 | loss: 0.0311202 | val_loss: 0.0311492 | Time: 5440.41 ms
[2021-06-15 08:17:33	                main:574]	:	INFO	:	Epoch 1622 | loss: 0.0311202 | val_loss: 0.0311515 | Time: 5332.56 ms
[2021-06-15 08:17:39	                main:574]	:	INFO	:	Epoch 1623 | loss: 0.0311191 | val_loss: 0.0311448 | Time: 5650.98 ms
[2021-06-15 08:17:45	                main:574]	:	INFO	:	Epoch 1624 | loss: 0.0311144 | val_loss: 0.0311464 | Time: 5366.14 ms
[2021-06-15 08:17:50	                main:574]	:	INFO	:	Epoch 1625 | loss: 0.0311187 | val_loss: 0.0311563 | Time: 5310.44 ms
[2021-06-15 08:17:58	                main:574]	:	INFO	:	Epoch 1626 | loss: 0.0311327 | val_loss: 0.031152 | Time: 6175.82 ms
[2021-06-15 08:18:03	                main:574]	:	INFO	:	Epoch 1627 | loss: 0.031135 | val_loss: 0.031148 | Time: 5473.04 ms
[2021-06-15 08:18:09	                main:574]	:	INFO	:	Epoch 1628 | loss: 0.0311267 | val_loss: 0.0311506 | Time: 5454.74 ms
[2021-06-15 08:18:15	                main:574]	:	INFO	:	Epoch 1629 | loss: 0.031125 | val_loss: 0.0311484 | Time: 5430.5 ms
[2021-06-15 08:18:20	                main:574]	:	INFO	:	Epoch 1630 | loss: 0.0311258 | val_loss: 0.0311516 | Time: 5302.07 ms
[2021-06-15 08:18:27	                main:574]	:	INFO	:	Epoch 1631 | loss: 0.0311204 | val_loss: 0.031145 | Time: 6793.5 ms
[2021-06-15 08:18:33	                main:574]	:	INFO	:	Epoch 1632 | loss: 0.0311218 | val_loss: 0.0311431 | Time: 5430.84 ms
[2021-06-15 08:18:38	                main:574]	:	INFO	:	Epoch 1633 | loss: 0.0311243 | val_loss: 0.0311433 | Time: 5483.99 ms
[2021-06-15 08:18:44	                main:574]	:	INFO	:	Epoch 1634 | loss: 0.031122 | val_loss: 0.031146 | Time: 5365.7 ms
[2021-06-15 08:18:50	                main:574]	:	INFO	:	Epoch 1635 | loss: 0.0311225 | val_loss: 0.0311419 | Time: 5292.94 ms
[2021-06-15 08:18:56	                main:574]	:	INFO	:	Epoch 1636 | loss: 0.0311225 | val_loss: 0.031147 | Time: 5333.65 ms
[2021-06-15 08:19:02	                main:574]	:	INFO	:	Epoch 1637 | loss: 0.0311198 | val_loss: 0.0311423 | Time: 5496.54 ms
[2021-06-15 08:19:12	                main:574]	:	INFO	:	Epoch 1638 | loss: 0.0311165 | val_loss: 0.0311498 | Time: 9707.81 ms
[2021-06-15 08:19:18	                main:574]	:	INFO	:	Epoch 1639 | loss: 0.0311157 | val_loss: 0.0311487 | Time: 5479.9 ms
[2021-06-15 08:19:25	                main:574]	:	INFO	:	Epoch 1640 | loss: 0.0311178 | val_loss: 0.0311502 | Time: 5377.04 ms
[2021-06-15 08:19:32	                main:574]	:	INFO	:	Epoch 1641 | loss: 0.0311241 | val_loss: 0.031153 | Time: 5370.11 ms
[2021-06-15 08:19:38	                main:574]	:	INFO	:	Epoch 1642 | loss: 0.0311253 | val_loss: 0.0311486 | Time: 5480.78 ms
[2021-06-15 08:19:44	                main:574]	:	INFO	:	Epoch 1643 | loss: 0.0311239 | val_loss: 0.0311467 | Time: 5453.67 ms
[2021-06-15 08:19:49	                main:574]	:	INFO	:	Epoch 1644 | loss: 0.0311215 | val_loss: 0.0311489 | Time: 5484.64 ms
[2021-06-15 08:19:55	                main:574]	:	INFO	:	Epoch 1645 | loss: 0.0311206 | val_loss: 0.0311515 | Time: 5550.79 ms
[2021-06-15 08:20:01	                main:574]	:	INFO	:	Epoch 1646 | loss: 0.0311227 | val_loss: 0.0311543 | Time: 5404.29 ms
[2021-06-15 08:20:06	                main:574]	:	INFO	:	Epoch 1647 | loss: 0.031121 | val_loss: 0.031157 | Time: 5471.76 ms
[2021-06-15 08:20:12	                main:574]	:	INFO	:	Epoch 1648 | loss: 0.0311229 | val_loss: 0.0311516 | Time: 5433.49 ms
[2021-06-15 08:20:18	                main:574]	:	INFO	:	Epoch 1649 | loss: 0.0311328 | val_loss: 0.0311574 | Time: 5361.52 ms
[2021-06-15 08:20:24	                main:574]	:	INFO	:	Epoch 1650 | loss: 0.0311375 | val_loss: 0.0311498 | Time: 5387.87 ms
[2021-06-15 08:20:30	                main:574]	:	INFO	:	Epoch 1651 | loss: 0.0311289 | val_loss: 0.0311439 | Time: 5424.1 ms
[2021-06-15 08:20:36	                main:574]	:	INFO	:	Epoch 1652 | loss: 0.0311271 | val_loss: 0.0311454 | Time: 5446.09 ms
[2021-06-15 08:20:42	                main:574]	:	INFO	:	Epoch 1653 | loss: 0.0311269 | val_loss: 0.0311456 | Time: 5355.62 ms
[2021-06-15 08:20:48	                main:574]	:	INFO	:	Epoch 1654 | loss: 0.0311237 | val_loss: 0.031145 | Time: 5391.1 ms
[2021-06-15 08:20:53	                main:574]	:	INFO	:	Epoch 1655 | loss: 0.0311247 | val_loss: 0.031142 | Time: 5360.12 ms
[2021-06-15 08:20:59	                main:574]	:	INFO	:	Epoch 1656 | loss: 0.0311225 | val_loss: 0.0311434 | Time: 5471.63 ms
[2021-06-15 08:21:05	                main:574]	:	INFO	:	Epoch 1657 | loss: 0.0311197 | val_loss: 0.031142 | Time: 5726.17 ms
[2021-06-15 08:21:11	                main:574]	:	INFO	:	Epoch 1658 | loss: 0.0311186 | val_loss: 0.0311407 | Time: 5354.77 ms
[2021-06-15 08:21:16	                main:574]	:	INFO	:	Epoch 1659 | loss: 0.0311167 | val_loss: 0.0311425 | Time: 5397.64 ms
[2021-06-15 08:21:23	                main:574]	:	INFO	:	Epoch 1660 | loss: 0.0311165 | val_loss: 0.0311447 | Time: 5400.7 ms
[2021-06-15 08:21:30	                main:574]	:	INFO	:	Epoch 1661 | loss: 0.0311164 | val_loss: 0.0311492 | Time: 5452.66 ms
[2021-06-15 08:21:35	                main:574]	:	INFO	:	Epoch 1662 | loss: 0.031131 | val_loss: 0.0311533 | Time: 5322.07 ms
[2021-06-15 08:21:42	                main:574]	:	INFO	:	Epoch 1663 | loss: 0.0311398 | val_loss: 0.0311514 | Time: 5393.94 ms
[2021-06-15 08:21:47	                main:574]	:	INFO	:	Epoch 1664 | loss: 0.0311428 | val_loss: 0.0311572 | Time: 5347.81 ms
[2021-06-15 08:21:54	                main:574]	:	INFO	:	Epoch 1665 | loss: 0.03114 | val_loss: 0.0311528 | Time: 5397.08 ms
[2021-06-15 08:22:00	                main:574]	:	INFO	:	Epoch 1666 | loss: 0.0311355 | val_loss: 0.0311512 | Time: 5415.91 ms
[2021-06-15 08:22:06	                main:574]	:	INFO	:	Epoch 1667 | loss: 0.0311352 | val_loss: 0.0311545 | Time: 5353.35 ms
[2021-06-15 08:22:11	                main:574]	:	INFO	:	Epoch 1668 | loss: 0.0311328 | val_loss: 0.0311533 | Time: 5444.66 ms
[2021-06-15 08:22:17	                main:574]	:	INFO	:	Epoch 1669 | loss: 0.0311343 | val_loss: 0.0311526 | Time: 5327.25 ms
[2021-06-15 08:22:23	                main:574]	:	INFO	:	Epoch 1670 | loss: 0.0311333 | val_loss: 0.0311522 | Time: 5347.38 ms
[2021-06-15 08:22:29	                main:574]	:	INFO	:	Epoch 1671 | loss: 0.031129 | val_loss: 0.0311526 | Time: 5450.01 ms
[2021-06-15 08:22:35	                main:574]	:	INFO	:	Epoch 1672 | loss: 0.031128 | val_loss: 0.0311483 | Time: 6084.47 ms
[2021-06-15 08:22:41	                main:574]	:	INFO	:	Epoch 1673 | loss: 0.0311255 | val_loss: 0.0311467 | Time: 5606.1 ms
[2021-06-15 08:22:49	                main:574]	:	INFO	:	Epoch 1674 | loss: 0.0311257 | val_loss: 0.0311471 | Time: 5998.49 ms
[2021-06-15 08:22:54	                main:574]	:	INFO	:	Epoch 1675 | loss: 0.0311247 | val_loss: 0.0311446 | Time: 5554.95 ms
[2021-06-15 08:23:00	                main:574]	:	INFO	:	Epoch 1676 | loss: 0.0311239 | val_loss: 0.0311484 | Time: 5615.75 ms
[2021-06-15 08:23:06	                main:574]	:	INFO	:	Epoch 1677 | loss: 0.0311262 | val_loss: 0.0311461 | Time: 5474.65 ms
[2021-06-15 08:23:12	                main:574]	:	INFO	:	Epoch 1678 | loss: 0.0311254 | val_loss: 0.031147 | Time: 5339.5 ms
[2021-06-15 08:23:18	                main:574]	:	INFO	:	Epoch 1679 | loss: 0.0311242 | val_loss: 0.0311448 | Time: 5368.31 ms
[2021-06-15 08:23:24	                main:574]	:	INFO	:	Epoch 1680 | loss: 0.0311225 | val_loss: 0.0311476 | Time: 5579.11 ms
[2021-06-15 08:23:31	                main:574]	:	INFO	:	Epoch 1681 | loss: 0.0311215 | val_loss: 0.031146 | Time: 5601.59 ms
[2021-06-15 08:23:37	                main:574]	:	INFO	:	Epoch 1682 | loss: 0.0311237 | val_loss: 0.0311434 | Time: 5767.11 ms
[2021-06-15 08:23:42	                main:574]	:	INFO	:	Epoch 1683 | loss: 0.0311221 | val_loss: 0.0311414 | Time: 5546.82 ms
[2021-06-15 08:23:48	                main:574]	:	INFO	:	Epoch 1684 | loss: 0.0311201 | val_loss: 0.0311444 | Time: 5897.15 ms
[2021-06-15 08:23:57	                main:574]	:	INFO	:	Epoch 1685 | loss: 0.0311208 | val_loss: 0.0311444 | Time: 8585.59 ms
[2021-06-15 08:24:04	                main:574]	:	INFO	:	Epoch 1686 | loss: 0.0311208 | val_loss: 0.0311437 | Time: 5418.73 ms
[2021-06-15 08:24:11	                main:574]	:	INFO	:	Epoch 1687 | loss: 0.0311238 | val_loss: 0.0311472 | Time: 5717.19 ms
[2021-06-15 08:24:18	                main:574]	:	INFO	:	Epoch 1688 | loss: 0.0311262 | val_loss: 0.0311534 | Time: 5503.35 ms
[2021-06-15 08:24:24	                main:574]	:	INFO	:	Epoch 1689 | loss: 0.0311642 | val_loss: 0.0311959 | Time: 5543.09 ms
[2021-06-15 08:24:32	                main:574]	:	INFO	:	Epoch 1690 | loss: 0.0311948 | val_loss: 0.0311949 | Time: 6079.79 ms
[2021-06-15 08:24:38	                main:574]	:	INFO	:	Epoch 1691 | loss: 0.0311897 | val_loss: 0.0311921 | Time: 5342.66 ms
[2021-06-15 08:24:44	                main:574]	:	INFO	:	Epoch 1692 | loss: 0.0311844 | val_loss: 0.0311873 | Time: 5324.19 ms
[2021-06-15 08:24:50	                main:574]	:	INFO	:	Epoch 1693 | loss: 0.0311827 | val_loss: 0.0311835 | Time: 5370.65 ms
[2021-06-15 08:24:57	                main:574]	:	INFO	:	Epoch 1694 | loss: 0.0311807 | val_loss: 0.0311959 | Time: 5494.31 ms
[2021-06-15 08:25:04	                main:574]	:	INFO	:	Epoch 1695 | loss: 0.0311779 | val_loss: 0.0311851 | Time: 5767.67 ms
[2021-06-15 08:25:10	                main:574]	:	INFO	:	Epoch 1696 | loss: 0.0311731 | val_loss: 0.031177 | Time: 5507.39 ms
[2021-06-15 08:25:15	                main:574]	:	INFO	:	Epoch 1697 | loss: 0.0311711 | val_loss: 0.0311801 | Time: 5410.72 ms
[2021-06-15 08:25:23	                main:574]	:	INFO	:	Epoch 1698 | loss: 0.0311706 | val_loss: 0.0311755 | Time: 6547.23 ms
[2021-06-15 08:25:30	                main:574]	:	INFO	:	Epoch 1699 | loss: 0.03117 | val_loss: 0.0311725 | Time: 5369.54 ms
[2021-06-15 08:25:35	                main:574]	:	INFO	:	Epoch 1700 | loss: 0.0311667 | val_loss: 0.0311716 | Time: 5395.28 ms
[2021-06-15 08:25:41	                main:574]	:	INFO	:	Epoch 1701 | loss: 0.0311686 | val_loss: 0.0311684 | Time: 5306.63 ms
[2021-06-15 08:25:48	                main:574]	:	INFO	:	Epoch 1702 | loss: 0.0311666 | val_loss: 0.0311698 | Time: 6058.23 ms
[2021-06-15 08:25:55	                main:574]	:	INFO	:	Epoch 1703 | loss: 0.031167 | val_loss: 0.0311692 | Time: 5628.02 ms
[2021-06-15 08:26:00	                main:574]	:	INFO	:	Epoch 1704 | loss: 0.0311678 | val_loss: 0.0311687 | Time: 5319.51 ms
[2021-06-15 08:26:06	                main:574]	:	INFO	:	Epoch 1705 | loss: 0.0311664 | val_loss: 0.0311685 | Time: 5687.3 ms
[2021-06-15 08:26:14	                main:574]	:	INFO	:	Epoch 1706 | loss: 0.0311645 | val_loss: 0.0311638 | Time: 6367.35 ms
[2021-06-15 08:26:21	                main:574]	:	INFO	:	Epoch 1707 | loss: 0.0311626 | val_loss: 0.0311654 | Time: 5383.12 ms
[2021-06-15 08:26:26	                main:574]	:	INFO	:	Epoch 1708 | loss: 0.0311614 | val_loss: 0.0311624 | Time: 5408.17 ms
[2021-06-15 08:26:33	                main:574]	:	INFO	:	Epoch 1709 | loss: 0.0311602 | val_loss: 0.031161 | Time: 5655.79 ms
[2021-06-15 08:26:38	                main:574]	:	INFO	:	Epoch 1710 | loss: 0.0311596 | val_loss: 0.0311616 | Time: 5359.28 ms
[2021-06-15 08:26:44	                main:574]	:	INFO	:	Epoch 1711 | loss: 0.0311574 | val_loss: 0.0311605 | Time: 5317.86 ms
[2021-06-15 08:26:51	                main:574]	:	INFO	:	Epoch 1712 | loss: 0.0311605 | val_loss: 0.0311656 | Time: 6069.74 ms
[2021-06-15 08:26:58	                main:574]	:	INFO	:	Epoch 1713 | loss: 0.0311602 | val_loss: 0.031164 | Time: 6172.47 ms
[2021-06-15 08:27:06	                main:574]	:	INFO	:	Epoch 1714 | loss: 0.0311604 | val_loss: 0.0311624 | Time: 7149.4 ms
[2021-06-15 08:27:11	                main:574]	:	INFO	:	Epoch 1715 | loss: 0.0311589 | val_loss: 0.0311626 | Time: 5365.03 ms
[2021-06-15 08:27:17	                main:574]	:	INFO	:	Epoch 1716 | loss: 0.0311593 | val_loss: 0.0311661 | Time: 5410.25 ms
[2021-06-15 08:27:23	                main:574]	:	INFO	:	Epoch 1717 | loss: 0.03116 | val_loss: 0.0311625 | Time: 5486.15 ms
[2021-06-15 08:27:30	                main:574]	:	INFO	:	Epoch 1718 | loss: 0.0311597 | val_loss: 0.0311607 | Time: 5324.42 ms
[2021-06-15 08:27:36	                main:574]	:	INFO	:	Epoch 1719 | loss: 0.0311568 | val_loss: 0.0311601 | Time: 5287.88 ms
[2021-06-15 08:27:43	                main:574]	:	INFO	:	Epoch 1720 | loss: 0.0311538 | val_loss: 0.0311582 | Time: 6290.69 ms
[2021-06-15 08:27:49	                main:574]	:	INFO	:	Epoch 1721 | loss: 0.0311523 | val_loss: 0.0311632 | Time: 5398.39 ms
[2021-06-15 08:27:54	                main:574]	:	INFO	:	Epoch 1722 | loss: 0.0311526 | val_loss: 0.0311582 | Time: 5312.72 ms
[2021-06-15 08:28:00	                main:574]	:	INFO	:	Epoch 1723 | loss: 0.0311522 | val_loss: 0.0311591 | Time: 5295.2 ms
[2021-06-15 08:28:05	                main:574]	:	INFO	:	Epoch 1724 | loss: 0.0311516 | val_loss: 0.0311605 | Time: 5420.78 ms
[2021-06-15 08:28:11	                main:574]	:	INFO	:	Epoch 1725 | loss: 0.0311509 | val_loss: 0.0311661 | Time: 5347.33 ms
[2021-06-15 08:28:16	                main:574]	:	INFO	:	Epoch 1726 | loss: 0.0311492 | val_loss: 0.0311578 | Time: 5359.41 ms
[2021-06-15 08:28:22	                main:574]	:	INFO	:	Epoch 1727 | loss: 0.0311478 | val_loss: 0.0311583 | Time: 5332.92 ms
[2021-06-15 08:28:27	                main:574]	:	INFO	:	Epoch 1728 | loss: 0.0311473 | val_loss: 0.0311608 | Time: 5368.66 ms
[2021-06-15 08:28:33	                main:574]	:	INFO	:	Epoch 1729 | loss: 0.0311476 | val_loss: 0.0311604 | Time: 5296.27 ms
[2021-06-15 08:28:38	                main:574]	:	INFO	:	Epoch 1730 | loss: 0.0311469 | val_loss: 0.0311571 | Time: 5325.53 ms
[2021-06-15 08:28:44	                main:574]	:	INFO	:	Epoch 1731 | loss: 0.031146 | val_loss: 0.0311553 | Time: 5381.05 ms
[2021-06-15 08:28:49	                main:574]	:	INFO	:	Epoch 1732 | loss: 0.0311451 | val_loss: 0.0311551 | Time: 5311.72 ms
[2021-06-15 08:28:55	                main:574]	:	INFO	:	Epoch 1733 | loss: 0.0311434 | val_loss: 0.0311594 | Time: 5387.53 ms
[2021-06-15 08:29:00	                main:574]	:	INFO	:	Epoch 1734 | loss: 0.0311435 | val_loss: 0.0311576 | Time: 5330.74 ms
[2021-06-15 08:29:05	                main:574]	:	INFO	:	Epoch 1735 | loss: 0.0311425 | val_loss: 0.0311558 | Time: 5273.7 ms
[2021-06-15 08:29:11	                main:574]	:	INFO	:	Epoch 1736 | loss: 0.0311413 | val_loss: 0.0311636 | Time: 5349.78 ms
[2021-06-15 08:29:16	                main:574]	:	INFO	:	Epoch 1737 | loss: 0.0311409 | val_loss: 0.0311574 | Time: 5285.27 ms
[2021-06-15 08:29:22	                main:574]	:	INFO	:	Epoch 1738 | loss: 0.0311414 | val_loss: 0.0311562 | Time: 5227.17 ms
[2021-06-15 08:29:27	                main:574]	:	INFO	:	Epoch 1739 | loss: 0.0311423 | val_loss: 0.0311608 | Time: 5351.06 ms
[2021-06-15 08:29:33	                main:574]	:	INFO	:	Epoch 1740 | loss: 0.0311397 | val_loss: 0.0311571 | Time: 5331.29 ms
[2021-06-15 08:29:39	                main:574]	:	INFO	:	Epoch 1741 | loss: 0.0311405 | val_loss: 0.0311583 | Time: 5257.41 ms
[2021-06-15 08:29:44	                main:574]	:	INFO	:	Epoch 1742 | loss: 0.0311415 | val_loss: 0.0311561 | Time: 5325.6 ms
[2021-06-15 08:29:50	                main:574]	:	INFO	:	Epoch 1743 | loss: 0.0311398 | val_loss: 0.031156 | Time: 5331.43 ms
[2021-06-15 08:29:55	                main:574]	:	INFO	:	Epoch 1744 | loss: 0.0311389 | val_loss: 0.031155 | Time: 5337.52 ms
[2021-06-15 08:30:01	                main:574]	:	INFO	:	Epoch 1745 | loss: 0.0311378 | val_loss: 0.0311551 | Time: 5307.96 ms
[2021-06-15 08:30:07	                main:574]	:	INFO	:	Epoch 1746 | loss: 0.0311383 | val_loss: 0.0311569 | Time: 5327.6 ms
[2021-06-15 08:30:14	                main:574]	:	INFO	:	Epoch 1747 | loss: 0.0311402 | val_loss: 0.0311565 | Time: 5269.82 ms
[2021-06-15 08:30:20	                main:574]	:	INFO	:	Epoch 1748 | loss: 0.0311404 | val_loss: 0.0311553 | Time: 5343.76 ms
[2021-06-15 08:30:27	                main:574]	:	INFO	:	Epoch 1749 | loss: 0.0311401 | val_loss: 0.0311541 | Time: 5280.11 ms
[2021-06-15 08:30:33	                main:574]	:	INFO	:	Epoch 1750 | loss: 0.0311387 | val_loss: 0.0311517 | Time: 5430.16 ms
[2021-06-15 08:30:39	                main:574]	:	INFO	:	Epoch 1751 | loss: 0.0311395 | val_loss: 0.0311595 | Time: 5320.73 ms
[2021-06-15 08:30:45	                main:574]	:	INFO	:	Epoch 1752 | loss: 0.03114 | val_loss: 0.0311534 | Time: 5335.2 ms
[2021-06-15 08:30:51	                main:574]	:	INFO	:	Epoch 1753 | loss: 0.0311377 | val_loss: 0.0311517 | Time: 5351.6 ms
[2021-06-15 08:30:56	                main:574]	:	INFO	:	Epoch 1754 | loss: 0.0311394 | val_loss: 0.031152 | Time: 5314.86 ms
[2021-06-15 08:31:02	                main:574]	:	INFO	:	Epoch 1755 | loss: 0.0311423 | val_loss: 0.0311535 | Time: 5277.24 ms
[2021-06-15 08:31:07	                main:574]	:	INFO	:	Epoch 1756 | loss: 0.031146 | val_loss: 0.0311548 | Time: 5412.42 ms
[2021-06-15 08:31:13	                main:574]	:	INFO	:	Epoch 1757 | loss: 0.0311479 | val_loss: 0.031155 | Time: 6084.09 ms
[2021-06-15 08:31:19	                main:574]	:	INFO	:	Epoch 1758 | loss: 0.0311449 | val_loss: 0.031155 | Time: 5325.04 ms
[2021-06-15 08:31:26	                main:574]	:	INFO	:	Epoch 1759 | loss: 0.0311423 | val_loss: 0.0311559 | Time: 5526.01 ms
[2021-06-15 08:31:31	                main:574]	:	INFO	:	Epoch 1760 | loss: 0.0311436 | val_loss: 0.0311572 | Time: 5257.04 ms
[2021-06-15 08:31:38	                main:574]	:	INFO	:	Epoch 1761 | loss: 0.0311418 | val_loss: 0.0311571 | Time: 5266.65 ms
[2021-06-15 08:31:44	                main:574]	:	INFO	:	Epoch 1762 | loss: 0.0311417 | val_loss: 0.0311553 | Time: 5760.13 ms
[2021-06-15 08:31:51	                main:574]	:	INFO	:	Epoch 1763 | loss: 0.03114 | val_loss: 0.0311558 | Time: 5926.16 ms
[2021-06-15 08:31:57	                main:574]	:	INFO	:	Epoch 1764 | loss: 0.0311399 | val_loss: 0.0311544 | Time: 5366.95 ms
[2021-06-15 08:32:02	                main:574]	:	INFO	:	Epoch 1765 | loss: 0.0311386 | val_loss: 0.0311544 | Time: 5295.51 ms
[2021-06-15 08:32:08	                main:574]	:	INFO	:	Epoch 1766 | loss: 0.0311381 | val_loss: 0.0311553 | Time: 5317.77 ms
[2021-06-15 08:32:14	                main:574]	:	INFO	:	Epoch 1767 | loss: 0.031137 | val_loss: 0.0311587 | Time: 5285.97 ms
[2021-06-15 08:32:20	                main:574]	:	INFO	:	Epoch 1768 | loss: 0.0311362 | val_loss: 0.0311537 | Time: 5374.33 ms
[2021-06-15 08:32:27	                main:574]	:	INFO	:	Epoch 1769 | loss: 0.0311365 | val_loss: 0.0311554 | Time: 5319.11 ms
[2021-06-15 08:32:33	                main:574]	:	INFO	:	Epoch 1770 | loss: 0.0311371 | val_loss: 0.0311559 | Time: 5350.99 ms
[2021-06-15 08:32:39	                main:574]	:	INFO	:	Epoch 1771 | loss: 0.0311374 | val_loss: 0.0311523 | Time: 5268.67 ms
[2021-06-15 08:32:44	                main:574]	:	INFO	:	Epoch 1772 | loss: 0.0311369 | val_loss: 0.0311534 | Time: 5309.65 ms
[2021-06-15 08:32:50	                main:574]	:	INFO	:	Epoch 1773 | loss: 0.0311371 | val_loss: 0.031155 | Time: 5410.85 ms
[2021-06-15 08:32:56	                main:574]	:	INFO	:	Epoch 1774 | loss: 0.0311362 | val_loss: 0.0311532 | Time: 6109.35 ms
[2021-06-15 08:33:02	                main:574]	:	INFO	:	Epoch 1775 | loss: 0.0311359 | val_loss: 0.0311533 | Time: 5362.81 ms
[2021-06-15 08:33:08	                main:574]	:	INFO	:	Epoch 1776 | loss: 0.0311357 | val_loss: 0.0311537 | Time: 5279.05 ms
[2021-06-15 08:33:14	                main:574]	:	INFO	:	Epoch 1777 | loss: 0.0311387 | val_loss: 0.0311554 | Time: 5333.4 ms
[2021-06-15 08:33:20	                main:574]	:	INFO	:	Epoch 1778 | loss: 0.0311354 | val_loss: 0.0311515 | Time: 5282.94 ms
[2021-06-15 08:33:26	                main:574]	:	INFO	:	Epoch 1779 | loss: 0.0311372 | val_loss: 0.0311527 | Time: 5334.79 ms
[2021-06-15 08:33:31	                main:574]	:	INFO	:	Epoch 1780 | loss: 0.0311408 | val_loss: 0.0311587 | Time: 5383.15 ms
[2021-06-15 08:33:36	                main:574]	:	INFO	:	Epoch 1781 | loss: 0.0311405 | val_loss: 0.0311539 | Time: 5358.4 ms
[2021-06-15 08:33:43	                main:574]	:	INFO	:	Epoch 1782 | loss: 0.0311393 | val_loss: 0.0311562 | Time: 5275.58 ms
[2021-06-15 08:33:48	                main:574]	:	INFO	:	Epoch 1783 | loss: 0.0311354 | val_loss: 0.0311543 | Time: 5238.48 ms
[2021-06-15 08:33:53	                main:574]	:	INFO	:	Epoch 1784 | loss: 0.0311371 | val_loss: 0.0311551 | Time: 5312.88 ms
[2021-06-15 08:33:59	                main:574]	:	INFO	:	Epoch 1785 | loss: 0.0311339 | val_loss: 0.0311524 | Time: 5351.97 ms
[2021-06-15 08:34:05	                main:574]	:	INFO	:	Epoch 1786 | loss: 0.0311307 | val_loss: 0.0311521 | Time: 5364.78 ms
[2021-06-15 08:34:10	                main:574]	:	INFO	:	Epoch 1787 | loss: 0.0311348 | val_loss: 0.0311533 | Time: 5301.73 ms
[2021-06-15 08:34:16	                main:574]	:	INFO	:	Epoch 1788 | loss: 0.031135 | val_loss: 0.0311548 | Time: 5355.04 ms
[2021-06-15 08:34:21	                main:574]	:	INFO	:	Epoch 1789 | loss: 0.0311331 | val_loss: 0.0311541 | Time: 5386.06 ms
[2021-06-15 08:34:27	                main:574]	:	INFO	:	Epoch 1790 | loss: 0.0311334 | val_loss: 0.0311512 | Time: 5350.25 ms
[2021-06-15 08:34:33	                main:574]	:	INFO	:	Epoch 1791 | loss: 0.0311353 | val_loss: 0.0311552 | Time: 5365.87 ms
[2021-06-15 08:34:40	                main:574]	:	INFO	:	Epoch 1792 | loss: 0.0311337 | val_loss: 0.0311536 | Time: 5319.86 ms
[2021-06-15 08:34:45	                main:574]	:	INFO	:	Epoch 1793 | loss: 0.0311357 | val_loss: 0.0311565 | Time: 5406.77 ms
[2021-06-15 08:34:51	                main:574]	:	INFO	:	Epoch 1794 | loss: 0.0311319 | val_loss: 0.0311548 | Time: 5322.69 ms
[2021-06-15 08:34:57	                main:574]	:	INFO	:	Epoch 1795 | loss: 0.0311315 | val_loss: 0.0311532 | Time: 5395.32 ms
[2021-06-15 08:35:04	                main:574]	:	INFO	:	Epoch 1796 | loss: 0.0311318 | val_loss: 0.031156 | Time: 5325.42 ms
[2021-06-15 08:35:10	                main:574]	:	INFO	:	Epoch 1797 | loss: 0.0311312 | val_loss: 0.0311548 | Time: 5328.88 ms
[2021-06-15 08:35:16	                main:574]	:	INFO	:	Epoch 1798 | loss: 0.0311281 | val_loss: 0.0311526 | Time: 5412.28 ms
[2021-06-15 08:35:22	                main:574]	:	INFO	:	Epoch 1799 | loss: 0.0311288 | val_loss: 0.0311528 | Time: 5370.38 ms
[2021-06-15 08:35:28	                main:574]	:	INFO	:	Epoch 1800 | loss: 0.0311276 | val_loss: 0.0311573 | Time: 5368.45 ms
[2021-06-15 08:35:34	                main:574]	:	INFO	:	Epoch 1801 | loss: 0.0311288 | val_loss: 0.0311563 | Time: 5342.41 ms
[2021-06-15 08:35:40	                main:574]	:	INFO	:	Epoch 1802 | loss: 0.0311299 | val_loss: 0.0311569 | Time: 5363.87 ms
[2021-06-15 08:35:45	                main:574]	:	INFO	:	Epoch 1803 | loss: 0.0311367 | val_loss: 0.0311554 | Time: 5350.08 ms
[2021-06-15 08:35:51	                main:574]	:	INFO	:	Epoch 1804 | loss: 0.0311367 | val_loss: 0.0311537 | Time: 5320.05 ms
[2021-06-15 08:35:56	                main:574]	:	INFO	:	Epoch 1805 | loss: 0.0311365 | val_loss: 0.0311574 | Time: 5359.39 ms
[2021-06-15 08:36:02	                main:574]	:	INFO	:	Epoch 1806 | loss: 0.0311462 | val_loss: 0.0311577 | Time: 5308.3 ms
[2021-06-15 08:36:07	                main:574]	:	INFO	:	Epoch 1807 | loss: 0.0311458 | val_loss: 0.0311559 | Time: 5298.98 ms
[2021-06-15 08:36:12	                main:574]	:	INFO	:	Epoch 1808 | loss: 0.0311444 | val_loss: 0.031152 | Time: 5314.02 ms
[2021-06-15 08:36:19	                main:574]	:	INFO	:	Epoch 1809 | loss: 0.0311406 | val_loss: 0.0311531 | Time: 5367.53 ms
[2021-06-15 08:36:24	                main:574]	:	INFO	:	Epoch 1810 | loss: 0.0311363 | val_loss: 0.0311526 | Time: 5269.9 ms
[2021-06-15 08:36:30	                main:574]	:	INFO	:	Epoch 1811 | loss: 0.0311386 | val_loss: 0.0311598 | Time: 5456.82 ms
[2021-06-15 08:36:35	                main:574]	:	INFO	:	Epoch 1812 | loss: 0.0311418 | val_loss: 0.0311545 | Time: 5360.2 ms
[2021-06-15 08:36:41	                main:574]	:	INFO	:	Epoch 1813 | loss: 0.0311371 | val_loss: 0.0311484 | Time: 5421.7 ms
[2021-06-15 08:36:47	                main:574]	:	INFO	:	Epoch 1814 | loss: 0.0311346 | val_loss: 0.0311502 | Time: 5542.64 ms
[2021-06-15 08:36:53	                main:574]	:	INFO	:	Epoch 1815 | loss: 0.0311342 | val_loss: 0.0311512 | Time: 5705.46 ms
[2021-06-15 08:36:59	                main:574]	:	INFO	:	Epoch 1816 | loss: 0.0311316 | val_loss: 0.0311477 | Time: 5479.56 ms
[2021-06-15 08:37:05	                main:574]	:	INFO	:	Epoch 1817 | loss: 0.0311303 | val_loss: 0.0311508 | Time: 5246.45 ms
[2021-06-15 08:37:11	                main:574]	:	INFO	:	Epoch 1818 | loss: 0.0311306 | val_loss: 0.0311525 | Time: 5500.01 ms
[2021-06-15 08:37:16	                main:574]	:	INFO	:	Epoch 1819 | loss: 0.0311272 | val_loss: 0.0311489 | Time: 5280.94 ms
[2021-06-15 08:37:22	                main:574]	:	INFO	:	Epoch 1820 | loss: 0.0311272 | val_loss: 0.0311509 | Time: 5339.76 ms
[2021-06-15 08:37:29	                main:574]	:	INFO	:	Epoch 1821 | loss: 0.0311265 | val_loss: 0.0311544 | Time: 6288.69 ms
[2021-06-15 08:37:34	                main:574]	:	INFO	:	Epoch 1822 | loss: 0.0311267 | val_loss: 0.0311533 | Time: 5334.87 ms
[2021-06-15 08:37:41	                main:574]	:	INFO	:	Epoch 1823 | loss: 0.0311272 | val_loss: 0.0311508 | Time: 5455.38 ms
[2021-06-15 08:37:47	                main:574]	:	INFO	:	Epoch 1824 | loss: 0.0311286 | val_loss: 0.0311563 | Time: 5270.97 ms
[2021-06-15 08:37:52	                main:574]	:	INFO	:	Epoch 1825 | loss: 0.0311276 | val_loss: 0.0311479 | Time: 5338.7 ms
[2021-06-15 08:37:59	                main:574]	:	INFO	:	Epoch 1826 | loss: 0.0311247 | val_loss: 0.0311496 | Time: 5281.6 ms
[2021-06-15 08:38:04	                main:574]	:	INFO	:	Epoch 1827 | loss: 0.0311256 | val_loss: 0.0311484 | Time: 5299.84 ms
[2021-06-15 08:38:10	                main:574]	:	INFO	:	Epoch 1828 | loss: 0.0311255 | val_loss: 0.031152 | Time: 5377.07 ms
[2021-06-15 08:38:15	                main:574]	:	INFO	:	Epoch 1829 | loss: 0.0311307 | val_loss: 0.0311525 | Time: 5305.41 ms
[2021-06-15 08:38:21	                main:574]	:	INFO	:	Epoch 1830 | loss: 0.031135 | val_loss: 0.0311521 | Time: 5381.44 ms
[2021-06-15 08:38:26	                main:574]	:	INFO	:	Epoch 1831 | loss: 0.0311336 | val_loss: 0.0311545 | Time: 5304.95 ms
[2021-06-15 08:38:31	                main:574]	:	INFO	:	Epoch 1832 | loss: 0.0311332 | val_loss: 0.0311493 | Time: 5273.93 ms
[2021-06-15 08:38:37	                main:574]	:	INFO	:	Epoch 1833 | loss: 0.0311335 | val_loss: 0.0311477 | Time: 5337.29 ms
[2021-06-15 08:38:42	                main:574]	:	INFO	:	Epoch 1834 | loss: 0.0311346 | val_loss: 0.0311488 | Time: 5316.27 ms
[2021-06-15 08:38:48	                main:574]	:	INFO	:	Epoch 1835 | loss: 0.0311318 | val_loss: 0.0311493 | Time: 5440.25 ms
[2021-06-15 08:38:53	                main:574]	:	INFO	:	Epoch 1836 | loss: 0.031128 | val_loss: 0.0311463 | Time: 5277.64 ms
[2021-06-15 08:38:59	                main:574]	:	INFO	:	Epoch 1837 | loss: 0.031128 | val_loss: 0.0311484 | Time: 5299.18 ms
[2021-06-15 08:39:05	                main:574]	:	INFO	:	Epoch 1838 | loss: 0.0311397 | val_loss: 0.0311536 | Time: 5295.6 ms
[2021-06-15 08:39:10	                main:574]	:	INFO	:	Epoch 1839 | loss: 0.0311425 | val_loss: 0.0311513 | Time: 5342.99 ms
[2021-06-15 08:39:17	                main:574]	:	INFO	:	Epoch 1840 | loss: 0.0311385 | val_loss: 0.0311497 | Time: 5339.45 ms
[2021-06-15 08:39:22	                main:574]	:	INFO	:	Epoch 1841 | loss: 0.0311354 | val_loss: 0.0311521 | Time: 5307.23 ms
[2021-06-15 08:39:28	                main:574]	:	INFO	:	Epoch 1842 | loss: 0.031134 | val_loss: 0.0311523 | Time: 5393.46 ms
[2021-06-15 08:39:34	                main:574]	:	INFO	:	Epoch 1843 | loss: 0.0311335 | val_loss: 0.0311519 | Time: 5396.59 ms
[2021-06-15 08:39:40	                main:574]	:	INFO	:	Epoch 1844 | loss: 0.0311315 | val_loss: 0.0311527 | Time: 5381.93 ms
[2021-06-15 08:39:47	                main:574]	:	INFO	:	Epoch 1845 | loss: 0.0311335 | val_loss: 0.0311526 | Time: 5442.15 ms
[2021-06-15 08:39:52	                main:574]	:	INFO	:	Epoch 1846 | loss: 0.0311324 | val_loss: 0.0311538 | Time: 5284.72 ms
[2021-06-15 08:39:58	                main:574]	:	INFO	:	Epoch 1847 | loss: 0.0311467 | val_loss: 0.0311643 | Time: 5307.84 ms
[2021-06-15 08:40:04	                main:574]	:	INFO	:	Epoch 1848 | loss: 0.0311591 | val_loss: 0.031175 | Time: 5336.19 ms
[2021-06-15 08:40:09	                main:574]	:	INFO	:	Epoch 1849 | loss: 0.0311652 | val_loss: 0.0311651 | Time: 5288.07 ms
[2021-06-15 08:40:15	                main:574]	:	INFO	:	Epoch 1850 | loss: 0.031161 | val_loss: 0.0311646 | Time: 5370.89 ms
[2021-06-15 08:40:20	                main:574]	:	INFO	:	Epoch 1851 | loss: 0.0311584 | val_loss: 0.0311616 | Time: 5405.77 ms
[2021-06-15 08:40:26	                main:574]	:	INFO	:	Epoch 1852 | loss: 0.0311562 | val_loss: 0.0311622 | Time: 5368.46 ms
[2021-06-15 08:40:31	                main:574]	:	INFO	:	Epoch 1853 | loss: 0.0311575 | val_loss: 0.0311649 | Time: 5361.3 ms
[2021-06-15 08:40:37	                main:574]	:	INFO	:	Epoch 1854 | loss: 0.0311575 | val_loss: 0.0311638 | Time: 5295.89 ms
[2021-06-15 08:40:43	                main:574]	:	INFO	:	Epoch 1855 | loss: 0.0311614 | val_loss: 0.0311652 | Time: 5275.06 ms
[2021-06-15 08:40:48	                main:574]	:	INFO	:	Epoch 1856 | loss: 0.0311641 | val_loss: 0.0311674 | Time: 5432.82 ms
[2021-06-15 08:40:54	                main:574]	:	INFO	:	Epoch 1857 | loss: 0.0311631 | val_loss: 0.0311644 | Time: 5279.06 ms
[2021-06-15 08:41:00	                main:574]	:	INFO	:	Epoch 1858 | loss: 0.0311617 | val_loss: 0.0311652 | Time: 5320.36 ms
[2021-06-15 08:41:05	                main:574]	:	INFO	:	Epoch 1859 | loss: 0.0311596 | val_loss: 0.0311695 | Time: 5388.21 ms
[2021-06-15 08:41:11	                main:574]	:	INFO	:	Epoch 1860 | loss: 0.0311606 | val_loss: 0.0311689 | Time: 5557.18 ms
[2021-06-15 08:41:18	                main:574]	:	INFO	:	Epoch 1861 | loss: 0.03116 | val_loss: 0.0311664 | Time: 6039.64 ms
[2021-06-15 08:41:25	                main:574]	:	INFO	:	Epoch 1862 | loss: 0.0311564 | val_loss: 0.0311653 | Time: 6999.64 ms
[2021-06-15 08:41:44	                main:574]	:	INFO	:	Epoch 1863 | loss: 0.0311552 | val_loss: 0.0311635 | Time: 15264.7 ms
[2021-06-15 08:41:51	                main:574]	:	INFO	:	Epoch 1864 | loss: 0.0311547 | val_loss: 0.0311633 | Time: 7184.73 ms
[2021-06-15 08:41:57	                main:574]	:	INFO	:	Epoch 1865 | loss: 0.0311532 | val_loss: 0.0311646 | Time: 5535.11 ms
[2021-06-15 08:42:03	                main:574]	:	INFO	:	Epoch 1866 | loss: 0.0311532 | val_loss: 0.0311682 | Time: 5282.09 ms
[2021-06-15 08:42:10	                main:574]	:	INFO	:	Epoch 1867 | loss: 0.031152 | val_loss: 0.031166 | Time: 6499.57 ms
[2021-06-15 08:42:18	                main:574]	:	INFO	:	Epoch 1868 | loss: 0.0311547 | val_loss: 0.0311673 | Time: 6696.29 ms
[2021-06-15 08:42:27	                main:574]	:	INFO	:	Epoch 1869 | loss: 0.0311559 | val_loss: 0.0311682 | Time: 9487.74 ms
[2021-06-15 08:42:34	                main:574]	:	INFO	:	Epoch 1870 | loss: 0.0311627 | val_loss: 0.0311772 | Time: 5773.49 ms
[2021-06-15 08:42:40	                main:574]	:	INFO	:	Epoch 1871 | loss: 0.0311719 | val_loss: 0.0311726 | Time: 6087.91 ms
[2021-06-15 08:42:48	                main:574]	:	INFO	:	Epoch 1872 | loss: 0.0311696 | val_loss: 0.0311693 | Time: 7319.13 ms
[2021-06-15 08:42:55	                main:574]	:	INFO	:	Epoch 1873 | loss: 0.0311661 | val_loss: 0.0311711 | Time: 5348.59 ms
[2021-06-15 08:43:01	                main:574]	:	INFO	:	Epoch 1874 | loss: 0.0311646 | val_loss: 0.0311694 | Time: 5420.28 ms
[2021-06-15 08:43:06	                main:574]	:	INFO	:	Epoch 1875 | loss: 0.0311627 | val_loss: 0.031169 | Time: 5416.47 ms
[2021-06-15 08:43:12	                main:574]	:	INFO	:	Epoch 1876 | loss: 0.0311629 | val_loss: 0.0311704 | Time: 5374.46 ms
[2021-06-15 08:43:20	                main:574]	:	INFO	:	Epoch 1877 | loss: 0.0311609 | val_loss: 0.0311688 | Time: 6660.99 ms
[2021-06-15 08:43:26	                main:574]	:	INFO	:	Epoch 1878 | loss: 0.0311602 | val_loss: 0.0311694 | Time: 5408.91 ms
[2021-06-15 08:43:33	                main:574]	:	INFO	:	Epoch 1879 | loss: 0.0311597 | val_loss: 0.0311671 | Time: 5538.91 ms
[2021-06-15 08:43:39	                main:574]	:	INFO	:	Epoch 1880 | loss: 0.031158 | val_loss: 0.0311661 | Time: 6228.45 ms
[2021-06-15 08:43:46	                main:574]	:	INFO	:	Epoch 1881 | loss: 0.0311572 | val_loss: 0.0311669 | Time: 5842.15 ms
[2021-06-15 08:43:53	                main:574]	:	INFO	:	Epoch 1882 | loss: 0.0311581 | val_loss: 0.0311655 | Time: 5748.91 ms
[2021-06-15 08:43:59	                main:574]	:	INFO	:	Epoch 1883 | loss: 0.0311551 | val_loss: 0.0311641 | Time: 5291.07 ms
[2021-06-15 08:44:05	                main:574]	:	INFO	:	Epoch 1884 | loss: 0.0311536 | val_loss: 0.0311664 | Time: 5338.95 ms
[2021-06-15 08:44:11	                main:574]	:	INFO	:	Epoch 1885 | loss: 0.0311539 | val_loss: 0.0311651 | Time: 5358.41 ms
[2021-06-15 08:44:17	                main:574]	:	INFO	:	Epoch 1886 | loss: 0.0311535 | val_loss: 0.0311672 | Time: 5549.77 ms
[2021-06-15 08:44:24	                main:574]	:	INFO	:	Epoch 1887 | loss: 0.0311538 | val_loss: 0.0311656 | Time: 5639.17 ms
[2021-06-15 08:44:31	                main:574]	:	INFO	:	Epoch 1888 | loss: 0.0311551 | val_loss: 0.0311672 | Time: 5377.59 ms
[2021-06-15 08:44:40	                main:574]	:	INFO	:	Epoch 1889 | loss: 0.031153 | val_loss: 0.0311653 | Time: 8246.31 ms
[2021-06-15 08:44:46	                main:574]	:	INFO	:	Epoch 1890 | loss: 0.0311526 | val_loss: 0.0311662 | Time: 5913.36 ms
[2021-06-15 08:44:53	                main:574]	:	INFO	:	Epoch 1891 | loss: 0.0311511 | val_loss: 0.0311648 | Time: 5393.7 ms
[2021-06-15 08:44:58	                main:574]	:	INFO	:	Epoch 1892 | loss: 0.0311505 | val_loss: 0.0311666 | Time: 5339.08 ms
[2021-06-15 08:45:04	                main:574]	:	INFO	:	Epoch 1893 | loss: 0.0311507 | val_loss: 0.0311669 | Time: 5268.41 ms
[2021-06-15 08:45:09	                main:574]	:	INFO	:	Epoch 1894 | loss: 0.0311528 | val_loss: 0.0311705 | Time: 5354.03 ms
[2021-06-15 08:45:15	                main:574]	:	INFO	:	Epoch 1895 | loss: 0.0311532 | val_loss: 0.0311679 | Time: 5486.62 ms
[2021-06-15 08:45:20	                main:574]	:	INFO	:	Epoch 1896 | loss: 0.0311511 | val_loss: 0.0311636 | Time: 5254.1 ms
[2021-06-15 08:45:26	                main:574]	:	INFO	:	Epoch 1897 | loss: 0.0311496 | val_loss: 0.031164 | Time: 5357.25 ms
[2021-06-15 08:45:33	                main:574]	:	INFO	:	Epoch 1898 | loss: 0.0311483 | val_loss: 0.0311635 | Time: 6514.92 ms
[2021-06-15 08:45:38	                main:574]	:	INFO	:	Epoch 1899 | loss: 0.0311488 | val_loss: 0.0311665 | Time: 5406.51 ms
[2021-06-15 08:45:45	                main:574]	:	INFO	:	Epoch 1900 | loss: 0.0311511 | val_loss: 0.0311627 | Time: 5711.7 ms
[2021-06-15 08:45:51	                main:574]	:	INFO	:	Epoch 1901 | loss: 0.0311519 | val_loss: 0.0311684 | Time: 5471.1 ms
[2021-06-15 08:45:57	                main:574]	:	INFO	:	Epoch 1902 | loss: 0.0311499 | val_loss: 0.0311623 | Time: 5625.1 ms
[2021-06-15 08:46:04	                main:574]	:	INFO	:	Epoch 1903 | loss: 0.0311511 | val_loss: 0.0311634 | Time: 5291.03 ms
[2021-06-15 08:46:09	                main:574]	:	INFO	:	Epoch 1904 | loss: 0.031155 | val_loss: 0.0311644 | Time: 5409.05 ms
[2021-06-15 08:46:15	                main:574]	:	INFO	:	Epoch 1905 | loss: 0.0311584 | val_loss: 0.0311684 | Time: 5532.06 ms
[2021-06-15 08:46:20	                main:574]	:	INFO	:	Epoch 1906 | loss: 0.0311576 | val_loss: 0.0311645 | Time: 5315.8 ms
[2021-06-15 08:46:27	                main:574]	:	INFO	:	Epoch 1907 | loss: 0.0311553 | val_loss: 0.0311633 | Time: 6210.56 ms
[2021-06-15 08:46:34	                main:574]	:	INFO	:	Epoch 1908 | loss: 0.0311539 | val_loss: 0.0311645 | Time: 5470.25 ms
[2021-06-15 08:46:42	                main:574]	:	INFO	:	Epoch 1909 | loss: 0.0311523 | val_loss: 0.0311658 | Time: 7488.09 ms
[2021-06-15 08:46:48	                main:574]	:	INFO	:	Epoch 1910 | loss: 0.0311509 | val_loss: 0.0311607 | Time: 5467.81 ms
[2021-06-15 08:46:54	                main:574]	:	INFO	:	Epoch 1911 | loss: 0.0311494 | val_loss: 0.0311617 | Time: 5376.85 ms
[2021-06-15 08:47:00	                main:574]	:	INFO	:	Epoch 1912 | loss: 0.0311503 | val_loss: 0.0311619 | Time: 5328.97 ms
[2021-06-15 08:47:06	                main:574]	:	INFO	:	Epoch 1913 | loss: 0.0311534 | val_loss: 0.0311688 | Time: 5388.99 ms
[2021-06-15 08:47:11	                main:574]	:	INFO	:	Epoch 1914 | loss: 0.0311545 | val_loss: 0.0311637 | Time: 5312.87 ms
[2021-06-15 08:47:16	                main:574]	:	INFO	:	Epoch 1915 | loss: 0.0311492 | val_loss: 0.0311618 | Time: 5290.96 ms
[2021-06-15 08:47:22	                main:574]	:	INFO	:	Epoch 1916 | loss: 0.0311485 | val_loss: 0.0311625 | Time: 5359.3 ms
[2021-06-15 08:47:29	                main:574]	:	INFO	:	Epoch 1917 | loss: 0.0311502 | val_loss: 0.031163 | Time: 6836.19 ms
[2021-06-15 08:47:35	                main:574]	:	INFO	:	Epoch 1918 | loss: 0.0311479 | val_loss: 0.0311629 | Time: 5304.96 ms
[2021-06-15 08:47:41	                main:574]	:	INFO	:	Epoch 1919 | loss: 0.0311473 | val_loss: 0.0311637 | Time: 5309.29 ms
[2021-06-15 08:47:46	                main:574]	:	INFO	:	Epoch 1920 | loss: 0.0311464 | val_loss: 0.0311602 | Time: 5265.54 ms
[2021-06-15 08:47:51	                main:574]	:	INFO	:	Epoch 1921 | loss: 0.0311447 | val_loss: 0.0311596 | Time: 5432.79 ms
[2021-06-15 08:47:57	                main:574]	:	INFO	:	Epoch 1922 | loss: 0.0311455 | val_loss: 0.0311631 | Time: 5359.14 ms
[2021-06-15 08:48:02	                main:574]	:	INFO	:	Epoch 1923 | loss: 0.0311462 | val_loss: 0.031164 | Time: 5243.07 ms
[2021-06-15 08:48:08	                main:574]	:	INFO	:	Epoch 1924 | loss: 0.0311457 | val_loss: 0.0311627 | Time: 5278.12 ms
[2021-06-15 08:48:13	                main:574]	:	INFO	:	Epoch 1925 | loss: 0.0311441 | val_loss: 0.031168 | Time: 5267.53 ms
[2021-06-15 08:48:19	                main:574]	:	INFO	:	Epoch 1926 | loss: 0.0311504 | val_loss: 0.0311617 | Time: 5342.14 ms
[2021-06-15 08:48:24	                main:574]	:	INFO	:	Epoch 1927 | loss: 0.0311497 | val_loss: 0.0311604 | Time: 5366.03 ms
[2021-06-15 08:48:30	                main:574]	:	INFO	:	Epoch 1928 | loss: 0.0311484 | val_loss: 0.0311606 | Time: 5400.5 ms
[2021-06-15 08:48:35	                main:574]	:	INFO	:	Epoch 1929 | loss: 0.0311472 | val_loss: 0.0311613 | Time: 5241.08 ms
[2021-06-15 08:48:42	                main:574]	:	INFO	:	Epoch 1930 | loss: 0.0311484 | val_loss: 0.0311665 | Time: 5430.38 ms
[2021-06-15 08:48:48	                main:574]	:	INFO	:	Epoch 1931 | loss: 0.0311459 | val_loss: 0.0311666 | Time: 5266.75 ms
[2021-06-15 08:48:54	                main:574]	:	INFO	:	Epoch 1932 | loss: 0.0311445 | val_loss: 0.0311655 | Time: 5319.49 ms
[2021-06-15 08:49:00	                main:574]	:	INFO	:	Epoch 1933 | loss: 0.0311445 | val_loss: 0.0311659 | Time: 5350.45 ms
[2021-06-15 08:49:06	                main:574]	:	INFO	:	Epoch 1934 | loss: 0.0311446 | val_loss: 0.031166 | Time: 5299.89 ms
[2021-06-15 08:49:11	                main:574]	:	INFO	:	Epoch 1935 | loss: 0.0311445 | val_loss: 0.0311619 | Time: 5248.2 ms
[2021-06-15 08:49:17	                main:574]	:	INFO	:	Epoch 1936 | loss: 0.031145 | val_loss: 0.0311639 | Time: 5304.16 ms
[2021-06-15 08:49:23	                main:574]	:	INFO	:	Epoch 1937 | loss: 0.0311459 | val_loss: 0.0311633 | Time: 5351.28 ms
[2021-06-15 08:49:29	                main:574]	:	INFO	:	Epoch 1938 | loss: 0.0311472 | val_loss: 0.0311635 | Time: 5247.58 ms
[2021-06-15 08:49:34	                main:574]	:	INFO	:	Epoch 1939 | loss: 0.0311435 | val_loss: 0.0311621 | Time: 5187.77 ms
[2021-06-15 08:49:40	                main:574]	:	INFO	:	Epoch 1940 | loss: 0.0311437 | val_loss: 0.0311597 | Time: 5336.89 ms
[2021-06-15 08:49:45	                main:574]	:	INFO	:	Epoch 1941 | loss: 0.0311437 | val_loss: 0.0311602 | Time: 5317.9 ms
[2021-06-15 08:49:51	                main:574]	:	INFO	:	Epoch 1942 | loss: 0.0311423 | val_loss: 0.0311607 | Time: 5344.5 ms
[2021-06-15 08:49:57	                main:574]	:	INFO	:	Epoch 1943 | loss: 0.0311424 | val_loss: 0.0311611 | Time: 5335.82 ms
[2021-06-15 08:50:02	                main:574]	:	INFO	:	Epoch 1944 | loss: 0.0311421 | val_loss: 0.0311627 | Time: 5376.92 ms
[2021-06-15 08:50:07	                main:574]	:	INFO	:	Epoch 1945 | loss: 0.0311429 | val_loss: 0.0311661 | Time: 5290.08 ms
[2021-06-15 08:50:13	                main:574]	:	INFO	:	Epoch 1946 | loss: 0.0311426 | val_loss: 0.0311629 | Time: 5313.64 ms
[2021-06-15 08:50:18	                main:574]	:	INFO	:	Epoch 1947 | loss: 0.0311442 | val_loss: 0.0311616 | Time: 5324.24 ms
[2021-06-15 08:50:24	                main:574]	:	INFO	:	Epoch 1948 | loss: 0.0311455 | val_loss: 0.0311633 | Time: 5278.51 ms
[2021-06-15 08:50:30	                main:574]	:	INFO	:	Epoch 1949 | loss: 0.0311416 | val_loss: 0.0311637 | Time: 5356.49 ms
[2021-06-15 08:50:36	                main:574]	:	INFO	:	Epoch 1950 | loss: 0.0311392 | val_loss: 0.0311648 | Time: 5329.41 ms
[2021-06-15 08:50:41	                main:574]	:	INFO	:	Epoch 1951 | loss: 0.0311406 | val_loss: 0.0311636 | Time: 5275.29 ms
[2021-06-15 08:50:47	                main:574]	:	INFO	:	Epoch 1952 | loss: 0.0311394 | val_loss: 0.0311636 | Time: 5396.59 ms
[2021-06-15 08:50:54	                main:574]	:	INFO	:	Epoch 1953 | loss: 0.0311381 | val_loss: 0.0311604 | Time: 5904.45 ms
[2021-06-15 08:51:00	                main:574]	:	INFO	:	Epoch 1954 | loss: 0.0311379 | val_loss: 0.0311625 | Time: 5641.54 ms
[2021-06-15 08:51:06	                main:574]	:	INFO	:	Epoch 1955 | loss: 0.0311384 | val_loss: 0.031166 | Time: 5432.34 ms
[2021-06-15 08:51:12	                main:574]	:	INFO	:	Epoch 1956 | loss: 0.0311387 | val_loss: 0.0311622 | Time: 5372.12 ms
[2021-06-15 08:51:18	                main:574]	:	INFO	:	Epoch 1957 | loss: 0.0311379 | val_loss: 0.0311624 | Time: 5348.42 ms
[2021-06-15 08:51:24	                main:574]	:	INFO	:	Epoch 1958 | loss: 0.0311419 | val_loss: 0.0311631 | Time: 5319.44 ms
[2021-06-15 08:51:29	                main:574]	:	INFO	:	Epoch 1959 | loss: 0.0311414 | val_loss: 0.0311646 | Time: 5397.83 ms
[2021-06-15 08:51:35	                main:574]	:	INFO	:	Epoch 1960 | loss: 0.0311412 | val_loss: 0.0311675 | Time: 5344.77 ms
[2021-06-15 08:51:41	                main:574]	:	INFO	:	Epoch 1961 | loss: 0.0311416 | val_loss: 0.0311663 | Time: 5264.83 ms
[2021-06-15 08:51:47	                main:574]	:	INFO	:	Epoch 1962 | loss: 0.0311461 | val_loss: 0.0311677 | Time: 5526.36 ms
[2021-06-15 08:51:52	                main:574]	:	INFO	:	Epoch 1963 | loss: 0.031141 | val_loss: 0.0311667 | Time: 5370.12 ms
[2021-06-15 08:51:58	                main:574]	:	INFO	:	Epoch 1964 | loss: 0.0311429 | val_loss: 0.0311627 | Time: 5411.77 ms
[2021-06-15 08:52:05	                main:574]	:	INFO	:	Epoch 1965 | loss: 0.0311396 | val_loss: 0.0311615 | Time: 5632.17 ms
[2021-06-15 08:52:11	                main:574]	:	INFO	:	Epoch 1966 | loss: 0.0311387 | val_loss: 0.0311631 | Time: 5498.26 ms
[2021-06-15 08:52:17	                main:574]	:	INFO	:	Epoch 1967 | loss: 0.031137 | val_loss: 0.0311641 | Time: 5544.28 ms
[2021-06-15 08:52:23	                main:574]	:	INFO	:	Epoch 1968 | loss: 0.031137 | val_loss: 0.0311658 | Time: 5360.86 ms
[2021-06-15 08:52:29	                main:574]	:	INFO	:	Epoch 1969 | loss: 0.0311368 | val_loss: 0.0311621 | Time: 5293.55 ms
[2021-06-15 08:52:35	                main:574]	:	INFO	:	Epoch 1970 | loss: 0.0311413 | val_loss: 0.0311617 | Time: 5388.38 ms
[2021-06-15 08:52:40	                main:574]	:	INFO	:	Epoch 1971 | loss: 0.031144 | val_loss: 0.0311588 | Time: 5344.88 ms
[2021-06-15 08:52:46	                main:574]	:	INFO	:	Epoch 1972 | loss: 0.0311457 | val_loss: 0.0311637 | Time: 5303.63 ms
[2021-06-15 08:52:53	                main:574]	:	INFO	:	Epoch 1973 | loss: 0.0311457 | val_loss: 0.0311599 | Time: 5316.97 ms
[2021-06-15 08:52:59	                main:574]	:	INFO	:	Epoch 1974 | loss: 0.0311464 | val_loss: 0.0311598 | Time: 5422.43 ms
[2021-06-15 08:53:05	                main:574]	:	INFO	:	Epoch 1975 | loss: 0.0311489 | val_loss: 0.031166 | Time: 5406.12 ms
[2021-06-15 08:53:10	                main:574]	:	INFO	:	Epoch 1976 | loss: 0.0311546 | val_loss: 0.031164 | Time: 5350.13 ms
[2021-06-15 08:53:16	                main:574]	:	INFO	:	Epoch 1977 | loss: 0.0311527 | val_loss: 0.0311615 | Time: 5302.43 ms
[2021-06-15 08:53:22	                main:574]	:	INFO	:	Epoch 1978 | loss: 0.0311499 | val_loss: 0.0311609 | Time: 5499.64 ms
[2021-06-15 08:53:28	                main:574]	:	INFO	:	Epoch 1979 | loss: 0.0311488 | val_loss: 0.0311607 | Time: 5385.49 ms
[2021-06-15 08:53:34	                main:574]	:	INFO	:	Epoch 1980 | loss: 0.0311479 | val_loss: 0.0311629 | Time: 5468.64 ms
[2021-06-15 08:53:41	                main:574]	:	INFO	:	Epoch 1981 | loss: 0.0311461 | val_loss: 0.0311666 | Time: 5386.97 ms
[2021-06-15 08:53:47	                main:574]	:	INFO	:	Epoch 1982 | loss: 0.0311515 | val_loss: 0.0311638 | Time: 5309.87 ms
[2021-06-15 08:53:53	                main:574]	:	INFO	:	Epoch 1983 | loss: 0.0311485 | val_loss: 0.0311632 | Time: 5290.5 ms
[2021-06-15 08:54:00	                main:574]	:	INFO	:	Epoch 1984 | loss: 0.031149 | val_loss: 0.0311596 | Time: 5371.47 ms
[2021-06-15 08:54:06	                main:574]	:	INFO	:	Epoch 1985 | loss: 0.0311489 | val_loss: 0.0311605 | Time: 5302.43 ms
[2021-06-15 08:54:11	                main:574]	:	INFO	:	Epoch 1986 | loss: 0.0311492 | val_loss: 0.0311614 | Time: 5389.71 ms
[2021-06-15 08:54:17	                main:574]	:	INFO	:	Epoch 1987 | loss: 0.031148 | val_loss: 0.0311598 | Time: 5349.64 ms
[2021-06-15 08:54:23	                main:574]	:	INFO	:	Epoch 1988 | loss: 0.0311478 | val_loss: 0.0311634 | Time: 5319.05 ms
[2021-06-15 08:54:30	                main:574]	:	INFO	:	Epoch 1989 | loss: 0.031147 | val_loss: 0.0311689 | Time: 5333.01 ms
[2021-06-15 08:54:35	                main:574]	:	INFO	:	Epoch 1990 | loss: 0.031148 | val_loss: 0.031163 | Time: 5332.16 ms
[2021-06-15 08:54:42	                main:574]	:	INFO	:	Epoch 1991 | loss: 0.0311454 | val_loss: 0.0311751 | Time: 5370.66 ms
[2021-06-15 08:54:47	                main:574]	:	INFO	:	Epoch 1992 | loss: 0.0311466 | val_loss: 0.031162 | Time: 5373.6 ms
[2021-06-15 08:54:53	                main:574]	:	INFO	:	Epoch 1993 | loss: 0.0311461 | val_loss: 0.0311628 | Time: 5329.91 ms
[2021-06-15 08:54:58	                main:574]	:	INFO	:	Epoch 1994 | loss: 0.0311423 | val_loss: 0.0311619 | Time: 5333.9 ms
[2021-06-15 08:55:04	                main:574]	:	INFO	:	Epoch 1995 | loss: 0.0311412 | val_loss: 0.0311622 | Time: 5291.57 ms
[2021-06-15 08:55:10	                main:574]	:	INFO	:	Epoch 1996 | loss: 0.0311429 | val_loss: 0.0311618 | Time: 5489.12 ms
[2021-06-15 08:55:16	                main:574]	:	INFO	:	Epoch 1997 | loss: 0.0311419 | val_loss: 0.0311632 | Time: 5313.13 ms
[2021-06-15 08:55:22	                main:574]	:	INFO	:	Epoch 1998 | loss: 0.0311418 | val_loss: 0.0311653 | Time: 5320.96 ms
[2021-06-15 08:55:28	                main:574]	:	INFO	:	Epoch 1999 | loss: 0.0311426 | val_loss: 0.0311646 | Time: 5369.55 ms
[2021-06-15 08:55:34	                main:574]	:	INFO	:	Epoch 2000 | loss: 0.0311415 | val_loss: 0.031162 | Time: 5302.47 ms
[2021-06-15 08:55:40	                main:574]	:	INFO	:	Epoch 2001 | loss: 0.0311402 | val_loss: 0.0311615 | Time: 5423.76 ms
[2021-06-15 08:55:46	                main:574]	:	INFO	:	Epoch 2002 | loss: 0.0311399 | val_loss: 0.0311629 | Time: 5295.01 ms
[2021-06-15 08:55:52	                main:574]	:	INFO	:	Epoch 2003 | loss: 0.0311412 | val_loss: 0.0311585 | Time: 5376.55 ms
[2021-06-15 08:55:58	                main:574]	:	INFO	:	Epoch 2004 | loss: 0.0311426 | val_loss: 0.0311606 | Time: 5779.71 ms
[2021-06-15 08:56:04	                main:574]	:	INFO	:	Epoch 2005 | loss: 0.0311434 | val_loss: 0.0311606 | Time: 5710.02 ms
[2021-06-15 08:56:12	                main:574]	:	INFO	:	Epoch 2006 | loss: 0.0311444 | val_loss: 0.0311598 | Time: 6381.25 ms
[2021-06-15 08:56:19	                main:574]	:	INFO	:	Epoch 2007 | loss: 0.0311437 | val_loss: 0.03116 | Time: 7245.41 ms
[2021-06-15 08:56:27	                main:574]	:	INFO	:	Epoch 2008 | loss: 0.0311424 | val_loss: 0.0311597 | Time: 7424.73 ms
[2021-06-15 08:56:35	                main:574]	:	INFO	:	Epoch 2009 | loss: 0.0311417 | val_loss: 0.0311614 | Time: 6391.88 ms
[2021-06-15 08:56:41	                main:574]	:	INFO	:	Epoch 2010 | loss: 0.0311424 | val_loss: 0.0311639 | Time: 5512 ms
[2021-06-15 08:56:47	                main:574]	:	INFO	:	Epoch 2011 | loss: 0.0311419 | val_loss: 0.0311607 | Time: 5828.75 ms
[2021-06-15 08:56:52	                main:574]	:	INFO	:	Epoch 2012 | loss: 0.0311398 | val_loss: 0.0311587 | Time: 5217.05 ms
[2021-06-15 08:56:58	                main:574]	:	INFO	:	Epoch 2013 | loss: 0.0311382 | val_loss: 0.031161 | Time: 5299.81 ms
[2021-06-15 08:57:03	                main:574]	:	INFO	:	Epoch 2014 | loss: 0.0311392 | val_loss: 0.0311611 | Time: 5297.68 ms
[2021-06-15 08:57:10	                main:574]	:	INFO	:	Epoch 2015 | loss: 0.0311372 | val_loss: 0.0311627 | Time: 5504.69 ms
[2021-06-15 08:57:15	                main:574]	:	INFO	:	Epoch 2016 | loss: 0.0311377 | val_loss: 0.0311586 | Time: 5232.56 ms
[2021-06-15 08:57:21	                main:574]	:	INFO	:	Epoch 2017 | loss: 0.0311404 | val_loss: 0.0311736 | Time: 5436.52 ms
[2021-06-15 08:57:26	                main:574]	:	INFO	:	Epoch 2018 | loss: 0.0311568 | val_loss: 0.0313474 | Time: 5295.82 ms
[2021-06-15 08:57:31	                main:574]	:	INFO	:	Epoch 2019 | loss: 0.0373388 | val_loss: 0.0372321 | Time: 5356.12 ms
[2021-06-15 08:57:37	                main:574]	:	INFO	:	Epoch 2020 | loss: 0.0326405 | val_loss: 0.0317807 | Time: 5358.89 ms
[2021-06-15 08:57:43	                main:574]	:	INFO	:	Epoch 2021 | loss: 0.0314365 | val_loss: 0.0313271 | Time: 5421.39 ms
[2021-06-15 08:57:48	                main:574]	:	INFO	:	Epoch 2022 | loss: 0.03128 | val_loss: 0.0312535 | Time: 5835.82 ms
[2021-06-15 08:57:54	                main:574]	:	INFO	:	Epoch 2023 | loss: 0.0312538 | val_loss: 0.0312491 | Time: 5511.25 ms
[2021-06-15 08:58:00	                main:574]	:	INFO	:	Epoch 2024 | loss: 0.031248 | val_loss: 0.0312468 | Time: 5362.04 ms
[2021-06-15 08:58:05	                main:574]	:	INFO	:	Epoch 2025 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 5408.58 ms
[2021-06-15 08:58:11	                main:574]	:	INFO	:	Epoch 2026 | loss: 0.0312449 | val_loss: 0.0312444 | Time: 5335.8 ms
[2021-06-15 08:58:16	                main:574]	:	INFO	:	Epoch 2027 | loss: 0.0312437 | val_loss: 0.0312429 | Time: 5344.39 ms
[2021-06-15 08:58:23	                main:574]	:	INFO	:	Epoch 2028 | loss: 0.0312417 | val_loss: 0.0312412 | Time: 6334.49 ms
[2021-06-15 08:58:29	                main:574]	:	INFO	:	Epoch 2029 | loss: 0.0312396 | val_loss: 0.0312391 | Time: 5365.09 ms
[2021-06-15 08:58:35	                main:574]	:	INFO	:	Epoch 2030 | loss: 0.0312373 | val_loss: 0.0312369 | Time: 5656.55 ms
[2021-06-15 08:58:42	                main:574]	:	INFO	:	Epoch 2031 | loss: 0.0312347 | val_loss: 0.0312338 | Time: 5372.19 ms
[2021-06-15 08:58:48	                main:574]	:	INFO	:	Epoch 2032 | loss: 0.0312318 | val_loss: 0.0312312 | Time: 5600.17 ms
[2021-06-15 08:58:54	                main:574]	:	INFO	:	Epoch 2033 | loss: 0.0312284 | val_loss: 0.0312271 | Time: 5335.18 ms
[2021-06-15 08:59:00	                main:574]	:	INFO	:	Epoch 2034 | loss: 0.0312242 | val_loss: 0.0312232 | Time: 5423.42 ms
[2021-06-15 08:59:06	                main:574]	:	INFO	:	Epoch 2035 | loss: 0.0312197 | val_loss: 0.0312188 | Time: 5528.84 ms
[2021-06-15 08:59:12	                main:574]	:	INFO	:	Epoch 2036 | loss: 0.0312153 | val_loss: 0.031214 | Time: 5415.82 ms
[2021-06-15 08:59:18	                main:574]	:	INFO	:	Epoch 2037 | loss: 0.0312108 | val_loss: 0.0312097 | Time: 5418.63 ms
[2021-06-15 08:59:23	                main:574]	:	INFO	:	Epoch 2038 | loss: 0.0312061 | val_loss: 0.0312061 | Time: 5327.12 ms
[2021-06-15 08:59:29	                main:574]	:	INFO	:	Epoch 2039 | loss: 0.0312027 | val_loss: 0.0312049 | Time: 5324.94 ms
[2021-06-15 08:59:34	                main:574]	:	INFO	:	Epoch 2040 | loss: 0.0312009 | val_loss: 0.0312024 | Time: 5334.25 ms
[2021-06-15 08:59:40	                main:574]	:	INFO	:	Epoch 2041 | loss: 0.0311998 | val_loss: 0.0312011 | Time: 5393.97 ms
[2021-06-15 08:59:46	                main:574]	:	INFO	:	Epoch 2042 | loss: 0.0311982 | val_loss: 0.0312014 | Time: 5353.65 ms
[2021-06-15 08:59:51	                main:574]	:	INFO	:	Epoch 2043 | loss: 0.0311979 | val_loss: 0.0311994 | Time: 5450.11 ms
[2021-06-15 08:59:57	                main:574]	:	INFO	:	Epoch 2044 | loss: 0.0311978 | val_loss: 0.031198 | Time: 5367.36 ms
[2021-06-15 09:00:02	                main:574]	:	INFO	:	Epoch 2045 | loss: 0.0311962 | val_loss: 0.0311971 | Time: 5391.8 ms
[2021-06-15 09:00:09	                main:574]	:	INFO	:	Epoch 2046 | loss: 0.0311945 | val_loss: 0.0311963 | Time: 5333.03 ms
[2021-06-15 09:00:14	                main:574]	:	INFO	:	Epoch 2047 | loss: 0.031194 | val_loss: 0.031196 | Time: 5326.99 ms
[2021-06-15 09:00:20	                main:574]	:	INFO	:	Epoch 2048 | loss: 0.0311933 | val_loss: 0.0311952 | Time: 5333.12 ms
[2021-06-15 09:00:20	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0311952
[2021-06-15 09:00:20	                main:603]	:	INFO	:	Saving end state to config to file
[2021-06-15 09:00:20	                main:608]	:	INFO	:	Success, exiting..
09:00:21 (9420): 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)