Task 4609284

Name ParityModified-1617246943-28930-1_0
Workunit 2624870
Created 3 Apr 2021, 15:01:38 UTC
Sent 11 Apr 2021, 2:01:49 UTC
Report deadline 18 Apr 2021, 2:01:49 UTC
Received 12 Apr 2021, 21:05:45 UTC
Server state Over
Outcome Success
Client state Done
Exit status 0 (0x00000000)
Computer ID 7896
Run time 1 hours 51 min 4 sec
CPU time 1 hours 39 min 54 sec
Validate state Valid
Credit 4,160.00
Device peak FLOPS 3,940.65 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 1.64 GB
Peak swap size 3.62 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
9 ms
[2021-04-12 22:38:00	                main:574]	:	INFO	:	Epoch 1542 | loss: 0.0312317 | val_loss: 0.0312272 | Time: 3170.85 ms
[2021-04-12 22:38:03	                main:574]	:	INFO	:	Epoch 1543 | loss: 0.0312326 | val_loss: 0.031226 | Time: 3216.2 ms
[2021-04-12 22:38:07	                main:574]	:	INFO	:	Epoch 1544 | loss: 0.03123 | val_loss: 0.031226 | Time: 3626.89 ms
[2021-04-12 22:38:10	                main:574]	:	INFO	:	Epoch 1545 | loss: 0.03123 | val_loss: 0.0312272 | Time: 3174.25 ms
[2021-04-12 22:38:13	                main:574]	:	INFO	:	Epoch 1546 | loss: 0.0312304 | val_loss: 0.0312277 | Time: 3151.2 ms
[2021-04-12 22:38:17	                main:574]	:	INFO	:	Epoch 1547 | loss: 0.0312306 | val_loss: 0.031226 | Time: 3240.51 ms
[2021-04-12 22:38:20	                main:574]	:	INFO	:	Epoch 1548 | loss: 0.0312298 | val_loss: 0.0312271 | Time: 3132.48 ms
[2021-04-12 22:38:23	                main:574]	:	INFO	:	Epoch 1549 | loss: 0.0312308 | val_loss: 0.0312268 | Time: 3200.86 ms
[2021-04-12 22:38:26	                main:574]	:	INFO	:	Epoch 1550 | loss: 0.03123 | val_loss: 0.0312271 | Time: 3382.12 ms
[2021-04-12 22:38:30	                main:574]	:	INFO	:	Epoch 1551 | loss: 0.0312312 | val_loss: 0.031226 | Time: 3114.09 ms
[2021-04-12 22:38:33	                main:574]	:	INFO	:	Epoch 1552 | loss: 0.0312298 | val_loss: 0.0312263 | Time: 3150.23 ms
[2021-04-12 22:38:36	                main:574]	:	INFO	:	Epoch 1553 | loss: 0.0312303 | val_loss: 0.031227 | Time: 3132.54 ms
[2021-04-12 22:38:39	                main:574]	:	INFO	:	Epoch 1554 | loss: 0.0312328 | val_loss: 0.031228 | Time: 3107.91 ms
[2021-04-12 22:38:42	                main:574]	:	INFO	:	Epoch 1555 | loss: 0.0312311 | val_loss: 0.0312312 | Time: 3166.28 ms
[2021-04-12 22:38:46	                main:574]	:	INFO	:	Epoch 1556 | loss: 0.0312346 | val_loss: 0.0312271 | Time: 3173.03 ms
[2021-04-12 22:38:49	                main:574]	:	INFO	:	Epoch 1557 | loss: 0.0312325 | val_loss: 0.0312282 | Time: 3155.52 ms
[2021-04-12 22:38:52	                main:574]	:	INFO	:	Epoch 1558 | loss: 0.0312305 | val_loss: 0.0312263 | Time: 3276.05 ms
[2021-04-12 22:38:55	                main:574]	:	INFO	:	Epoch 1559 | loss: 0.0312296 | val_loss: 0.0312284 | Time: 3189.48 ms
[2021-04-12 22:38:59	                main:574]	:	INFO	:	Epoch 1560 | loss: 0.0312302 | val_loss: 0.0312269 | Time: 3157.56 ms
[2021-04-12 22:39:02	                main:574]	:	INFO	:	Epoch 1561 | loss: 0.0312304 | val_loss: 0.0312261 | Time: 3162.64 ms
[2021-04-12 22:39:05	                main:574]	:	INFO	:	Epoch 1562 | loss: 0.0312313 | val_loss: 0.0312282 | Time: 3159.88 ms
[2021-04-12 22:39:08	                main:574]	:	INFO	:	Epoch 1563 | loss: 0.0312305 | val_loss: 0.0312268 | Time: 3179.71 ms
[2021-04-12 22:39:11	                main:574]	:	INFO	:	Epoch 1564 | loss: 0.0312314 | val_loss: 0.031227 | Time: 3117.17 ms
[2021-04-12 22:39:15	                main:574]	:	INFO	:	Epoch 1565 | loss: 0.0312324 | val_loss: 0.0312287 | Time: 3168.99 ms
[2021-04-12 22:39:18	                main:574]	:	INFO	:	Epoch 1566 | loss: 0.0312315 | val_loss: 0.0312267 | Time: 3136.28 ms
[2021-04-12 22:39:21	                main:574]	:	INFO	:	Epoch 1567 | loss: 0.0312302 | val_loss: 0.0312262 | Time: 3160.6 ms
[2021-04-12 22:39:24	                main:574]	:	INFO	:	Epoch 1568 | loss: 0.0312298 | val_loss: 0.031227 | Time: 3160.34 ms
[2021-04-12 22:39:28	                main:574]	:	INFO	:	Epoch 1569 | loss: 0.0312298 | val_loss: 0.0312283 | Time: 3248.82 ms
[2021-04-12 22:39:31	                main:574]	:	INFO	:	Epoch 1570 | loss: 0.0312305 | val_loss: 0.0312261 | Time: 3140.33 ms
[2021-04-12 22:39:34	                main:574]	:	INFO	:	Epoch 1571 | loss: 0.0312299 | val_loss: 0.0312269 | Time: 3196.02 ms
[2021-04-12 22:39:37	                main:574]	:	INFO	:	Epoch 1572 | loss: 0.031231 | val_loss: 0.0312265 | Time: 3189.93 ms
[2021-04-12 22:39:40	                main:574]	:	INFO	:	Epoch 1573 | loss: 0.0312311 | val_loss: 0.0312285 | Time: 3160.47 ms
[2021-04-12 22:39:44	                main:574]	:	INFO	:	Epoch 1574 | loss: 0.0312316 | val_loss: 0.0312262 | Time: 3161.86 ms
[2021-04-12 22:39:47	                main:574]	:	INFO	:	Epoch 1575 | loss: 0.0312296 | val_loss: 0.0312267 | Time: 3178.06 ms
[2021-04-12 22:39:50	                main:574]	:	INFO	:	Epoch 1576 | loss: 0.0312307 | val_loss: 0.0312283 | Time: 3168.21 ms
[2021-04-12 22:39:53	                main:574]	:	INFO	:	Epoch 1577 | loss: 0.0312314 | val_loss: 0.0312265 | Time: 3160.38 ms
[2021-04-12 22:39:57	                main:574]	:	INFO	:	Epoch 1578 | loss: 0.0312308 | val_loss: 0.0312287 | Time: 3215.07 ms
[2021-04-12 22:40:00	                main:574]	:	INFO	:	Epoch 1579 | loss: 0.0312311 | val_loss: 0.0312261 | Time: 3160.74 ms
[2021-04-12 22:40:03	                main:574]	:	INFO	:	Epoch 1580 | loss: 0.0312298 | val_loss: 0.0312278 | Time: 3164.65 ms
[2021-04-12 22:40:06	                main:574]	:	INFO	:	Epoch 1581 | loss: 0.0312314 | val_loss: 0.0312271 | Time: 3131.16 ms
[2021-04-12 22:40:09	                main:574]	:	INFO	:	Epoch 1582 | loss: 0.0312336 | val_loss: 0.031231 | Time: 3144.84 ms
[2021-04-12 22:40:13	                main:574]	:	INFO	:	Epoch 1583 | loss: 0.0312307 | val_loss: 0.0312265 | Time: 3164.08 ms
[2021-04-12 22:40:16	                main:574]	:	INFO	:	Epoch 1584 | loss: 0.0312305 | val_loss: 0.0312276 | Time: 3170.03 ms
[2021-04-12 22:40:19	                main:574]	:	INFO	:	Epoch 1585 | loss: 0.0312315 | val_loss: 0.0312307 | Time: 3166.17 ms
[2021-04-12 22:40:22	                main:574]	:	INFO	:	Epoch 1586 | loss: 0.0312341 | val_loss: 0.0312308 | Time: 3144.73 ms
[2021-04-12 22:40:25	                main:574]	:	INFO	:	Epoch 1587 | loss: 0.0312315 | val_loss: 0.0312291 | Time: 3259.28 ms
[2021-04-12 22:40:29	                main:574]	:	INFO	:	Epoch 1588 | loss: 0.0312309 | val_loss: 0.0312295 | Time: 3161.04 ms
[2021-04-12 22:40:32	                main:574]	:	INFO	:	Epoch 1589 | loss: 0.0312312 | val_loss: 0.0312261 | Time: 3155.02 ms
[2021-04-12 22:40:35	                main:574]	:	INFO	:	Epoch 1590 | loss: 0.0312309 | val_loss: 0.031226 | Time: 3240.57 ms
[2021-04-12 22:40:38	                main:574]	:	INFO	:	Epoch 1591 | loss: 0.0312299 | val_loss: 0.0312275 | Time: 3189.43 ms
[2021-04-12 22:40:42	                main:574]	:	INFO	:	Epoch 1592 | loss: 0.0312304 | val_loss: 0.0312266 | Time: 3136.38 ms
[2021-04-12 22:40:45	                main:574]	:	INFO	:	Epoch 1593 | loss: 0.0312298 | val_loss: 0.0312258 | Time: 3217.93 ms
[2021-04-12 22:40:48	                main:574]	:	INFO	:	Epoch 1594 | loss: 0.0312302 | val_loss: 0.031227 | Time: 3160.75 ms
[2021-04-12 22:40:51	                main:574]	:	INFO	:	Epoch 1595 | loss: 0.0312301 | val_loss: 0.0312283 | Time: 3150.89 ms
[2021-04-12 22:40:55	                main:574]	:	INFO	:	Epoch 1596 | loss: 0.0312308 | val_loss: 0.0312262 | Time: 3226.01 ms
[2021-04-12 22:40:58	                main:574]	:	INFO	:	Epoch 1597 | loss: 0.0312298 | val_loss: 0.0312257 | Time: 3261.59 ms
[2021-04-12 22:41:01	                main:574]	:	INFO	:	Epoch 1598 | loss: 0.0312304 | val_loss: 0.0312262 | Time: 3154.25 ms
[2021-04-12 22:41:04	                main:574]	:	INFO	:	Epoch 1599 | loss: 0.0312304 | val_loss: 0.0312262 | Time: 3173.77 ms
[2021-04-12 22:41:08	                main:574]	:	INFO	:	Epoch 1600 | loss: 0.0312302 | val_loss: 0.0312261 | Time: 3459.96 ms
[2021-04-12 22:41:11	                main:574]	:	INFO	:	Epoch 1601 | loss: 0.0312298 | val_loss: 0.031226 | Time: 3175.85 ms
[2021-04-12 22:41:14	                main:574]	:	INFO	:	Epoch 1602 | loss: 0.0312304 | val_loss: 0.0312265 | Time: 3296.45 ms
[2021-04-12 22:41:18	                main:574]	:	INFO	:	Epoch 1603 | loss: 0.0312295 | val_loss: 0.0312265 | Time: 3221.17 ms
[2021-04-12 22:41:21	                main:574]	:	INFO	:	Epoch 1604 | loss: 0.0312298 | val_loss: 0.0312277 | Time: 3191.53 ms
[2021-04-12 22:41:24	                main:574]	:	INFO	:	Epoch 1605 | loss: 0.0312309 | val_loss: 0.0312262 | Time: 3154.12 ms
[2021-04-12 22:41:27	                main:574]	:	INFO	:	Epoch 1606 | loss: 0.0312301 | val_loss: 0.0312264 | Time: 3153.15 ms
[2021-04-12 22:41:31	                main:574]	:	INFO	:	Epoch 1607 | loss: 0.0312299 | val_loss: 0.0312268 | Time: 3269.67 ms
[2021-04-12 22:41:34	                main:574]	:	INFO	:	Epoch 1608 | loss: 0.0312306 | val_loss: 0.0312344 | Time: 3166.97 ms
[2021-04-12 22:41:37	                main:574]	:	INFO	:	Epoch 1609 | loss: 0.0312309 | val_loss: 0.031226 | Time: 3197.58 ms
[2021-04-12 22:41:40	                main:574]	:	INFO	:	Epoch 1610 | loss: 0.03123 | val_loss: 0.0312261 | Time: 3153.03 ms
[2021-04-12 22:41:43	                main:574]	:	INFO	:	Epoch 1611 | loss: 0.0312309 | val_loss: 0.0312263 | Time: 3164.31 ms
[2021-04-12 22:41:47	                main:574]	:	INFO	:	Epoch 1612 | loss: 0.031232 | val_loss: 0.0312263 | Time: 3226.36 ms
[2021-04-12 22:41:50	                main:574]	:	INFO	:	Epoch 1613 | loss: 0.0312307 | val_loss: 0.0312302 | Time: 3155.24 ms
[2021-04-12 22:41:53	                main:574]	:	INFO	:	Epoch 1614 | loss: 0.0312315 | val_loss: 0.0312285 | Time: 3158.6 ms
[2021-04-12 22:41:56	                main:574]	:	INFO	:	Epoch 1615 | loss: 0.0312322 | val_loss: 0.0312291 | Time: 3154.17 ms
[2021-04-12 22:41:59	                main:574]	:	INFO	:	Epoch 1616 | loss: 0.0312302 | val_loss: 0.0312262 | Time: 3217.67 ms
[2021-04-12 22:42:03	                main:574]	:	INFO	:	Epoch 1617 | loss: 0.0312299 | val_loss: 0.0312265 | Time: 3236.54 ms
[2021-04-12 22:42:06	                main:574]	:	INFO	:	Epoch 1618 | loss: 0.031231 | val_loss: 0.031226 | Time: 3161.4 ms
[2021-04-12 22:42:09	                main:574]	:	INFO	:	Epoch 1619 | loss: 0.031232 | val_loss: 0.0312274 | Time: 3139.11 ms
[2021-04-12 22:42:12	                main:574]	:	INFO	:	Epoch 1620 | loss: 0.0312307 | val_loss: 0.0312263 | Time: 3147.06 ms
[2021-04-12 22:42:16	                main:574]	:	INFO	:	Epoch 1621 | loss: 0.0312299 | val_loss: 0.031226 | Time: 3155.38 ms
[2021-04-12 22:42:19	                main:574]	:	INFO	:	Epoch 1622 | loss: 0.03123 | val_loss: 0.0312266 | Time: 3185.48 ms
[2021-04-12 22:42:22	                main:574]	:	INFO	:	Epoch 1623 | loss: 0.0312295 | val_loss: 0.0312262 | Time: 3176.61 ms
[2021-04-12 22:42:25	                main:574]	:	INFO	:	Epoch 1624 | loss: 0.03123 | val_loss: 0.0312258 | Time: 3150.02 ms
[2021-04-12 22:42:28	                main:574]	:	INFO	:	Epoch 1625 | loss: 0.0312309 | val_loss: 0.031227 | Time: 3234.66 ms
[2021-04-12 22:42:32	                main:574]	:	INFO	:	Epoch 1626 | loss: 0.0312301 | val_loss: 0.0312259 | Time: 3168.3 ms
[2021-04-12 22:42:35	                main:574]	:	INFO	:	Epoch 1627 | loss: 0.0312298 | val_loss: 0.0312267 | Time: 3201.28 ms
[2021-04-12 22:42:38	                main:574]	:	INFO	:	Epoch 1628 | loss: 0.0312304 | val_loss: 0.0312277 | Time: 3170.46 ms
[2021-04-12 22:42:41	                main:574]	:	INFO	:	Epoch 1629 | loss: 0.03123 | val_loss: 0.0312261 | Time: 3148.37 ms
[2021-04-12 22:42:44	                main:574]	:	INFO	:	Epoch 1630 | loss: 0.0312311 | val_loss: 0.0312264 | Time: 3189.44 ms
[2021-04-12 22:42:48	                main:574]	:	INFO	:	Epoch 1631 | loss: 0.0312303 | val_loss: 0.0312264 | Time: 3254.64 ms
[2021-04-12 22:42:51	                main:574]	:	INFO	:	Epoch 1632 | loss: 0.0312307 | val_loss: 0.0312283 | Time: 3136.34 ms
[2021-04-12 22:42:54	                main:574]	:	INFO	:	Epoch 1633 | loss: 0.0312308 | val_loss: 0.0312269 | Time: 3145.45 ms
[2021-04-12 22:42:58	                main:574]	:	INFO	:	Epoch 1634 | loss: 0.0312296 | val_loss: 0.031226 | Time: 3372.51 ms
[2021-04-12 22:43:01	                main:574]	:	INFO	:	Epoch 1635 | loss: 0.0312308 | val_loss: 0.0312283 | Time: 3191.33 ms
[2021-04-12 22:43:04	                main:574]	:	INFO	:	Epoch 1636 | loss: 0.0312317 | val_loss: 0.0312269 | Time: 3188.7 ms
[2021-04-12 22:43:07	                main:574]	:	INFO	:	Epoch 1637 | loss: 0.0312302 | val_loss: 0.031228 | Time: 3125.18 ms
[2021-04-12 22:43:11	                main:574]	:	INFO	:	Epoch 1638 | loss: 0.0312297 | val_loss: 0.0312258 | Time: 3194.74 ms
[2021-04-12 22:43:14	                main:574]	:	INFO	:	Epoch 1639 | loss: 0.0312297 | val_loss: 0.0312257 | Time: 3162.39 ms
[2021-04-12 22:43:17	                main:574]	:	INFO	:	Epoch 1640 | loss: 0.0312313 | val_loss: 0.0312268 | Time: 3389.54 ms
[2021-04-12 22:43:21	                main:574]	:	INFO	:	Epoch 1641 | loss: 0.0312304 | val_loss: 0.0312264 | Time: 3249.79 ms
[2021-04-12 22:43:24	                main:574]	:	INFO	:	Epoch 1642 | loss: 0.0312303 | val_loss: 0.0312291 | Time: 3129.98 ms
[2021-04-12 22:43:27	                main:574]	:	INFO	:	Epoch 1643 | loss: 0.0312319 | val_loss: 0.0312259 | Time: 3149.32 ms
[2021-04-12 22:43:30	                main:574]	:	INFO	:	Epoch 1644 | loss: 0.0312299 | val_loss: 0.0312259 | Time: 3254.7 ms
[2021-04-12 22:43:33	                main:574]	:	INFO	:	Epoch 1645 | loss: 0.0312296 | val_loss: 0.031226 | Time: 3160.39 ms
[2021-04-12 22:43:37	                main:574]	:	INFO	:	Epoch 1646 | loss: 0.0312299 | val_loss: 0.0312272 | Time: 3184.84 ms
[2021-04-12 22:43:40	                main:574]	:	INFO	:	Epoch 1647 | loss: 0.0312303 | val_loss: 0.0312269 | Time: 3327.64 ms
[2021-04-12 22:43:43	                main:574]	:	INFO	:	Epoch 1648 | loss: 0.0312298 | val_loss: 0.0312262 | Time: 3146.17 ms
[2021-04-12 22:43:46	                main:574]	:	INFO	:	Epoch 1649 | loss: 0.0312299 | val_loss: 0.031227 | Time: 3175.48 ms
[2021-04-12 22:43:50	                main:574]	:	INFO	:	Epoch 1650 | loss: 0.0312297 | val_loss: 0.0312281 | Time: 3168.5 ms
[2021-04-12 22:43:53	                main:574]	:	INFO	:	Epoch 1651 | loss: 0.0312305 | val_loss: 0.0312276 | Time: 3149.24 ms
[2021-04-12 22:43:56	                main:574]	:	INFO	:	Epoch 1652 | loss: 0.0312305 | val_loss: 0.0312275 | Time: 3163.52 ms
[2021-04-12 22:43:59	                main:574]	:	INFO	:	Epoch 1653 | loss: 0.0312309 | val_loss: 0.0312268 | Time: 3390.07 ms
[2021-04-12 22:44:03	                main:574]	:	INFO	:	Epoch 1654 | loss: 0.0312331 | val_loss: 0.0313389 | Time: 3131.77 ms
[2021-04-12 22:44:06	                main:574]	:	INFO	:	Epoch 1655 | loss: 0.0378541 | val_loss: 0.0335325 | Time: 3136.65 ms
[2021-04-12 22:44:09	                main:574]	:	INFO	:	Epoch 1656 | loss: 0.0421228 | val_loss: 0.0314569 | Time: 3147.61 ms
[2021-04-12 22:44:12	                main:574]	:	INFO	:	Epoch 1657 | loss: 0.0321918 | val_loss: 0.0316292 | Time: 3304.63 ms
[2021-04-12 22:44:16	                main:574]	:	INFO	:	Epoch 1658 | loss: 0.0313933 | val_loss: 0.0313267 | Time: 3128.09 ms
[2021-04-12 22:44:19	                main:574]	:	INFO	:	Epoch 1659 | loss: 0.0312845 | val_loss: 0.0312618 | Time: 3173.16 ms
[2021-04-12 22:44:22	                main:574]	:	INFO	:	Epoch 1660 | loss: 0.0312553 | val_loss: 0.0312486 | Time: 3209.5 ms
[2021-04-12 22:44:25	                main:574]	:	INFO	:	Epoch 1661 | loss: 0.0312473 | val_loss: 0.0312436 | Time: 3142.42 ms
[2021-04-12 22:44:28	                main:574]	:	INFO	:	Epoch 1662 | loss: 0.0312435 | val_loss: 0.0312409 | Time: 3180.85 ms
[2021-04-12 22:44:32	                main:574]	:	INFO	:	Epoch 1663 | loss: 0.0312415 | val_loss: 0.0312388 | Time: 3359.51 ms
[2021-04-12 22:44:35	                main:574]	:	INFO	:	Epoch 1664 | loss: 0.0312397 | val_loss: 0.0312374 | Time: 3130.74 ms
[2021-04-12 22:44:38	                main:574]	:	INFO	:	Epoch 1665 | loss: 0.0312385 | val_loss: 0.0312361 | Time: 3133.43 ms
[2021-04-12 22:44:42	                main:574]	:	INFO	:	Epoch 1666 | loss: 0.0312374 | val_loss: 0.0312351 | Time: 3482.75 ms
[2021-04-12 22:44:45	                main:574]	:	INFO	:	Epoch 1667 | loss: 0.0312366 | val_loss: 0.0312343 | Time: 3196.71 ms
[2021-04-12 22:44:48	                main:574]	:	INFO	:	Epoch 1668 | loss: 0.031236 | val_loss: 0.0312336 | Time: 3169.4 ms
[2021-04-12 22:44:51	                main:574]	:	INFO	:	Epoch 1669 | loss: 0.0312354 | val_loss: 0.0312336 | Time: 3141.38 ms
[2021-04-12 22:44:55	                main:574]	:	INFO	:	Epoch 1670 | loss: 0.0312351 | val_loss: 0.0312324 | Time: 3162.06 ms
[2021-04-12 22:44:58	                main:574]	:	INFO	:	Epoch 1671 | loss: 0.0312346 | val_loss: 0.0312329 | Time: 3163.93 ms
[2021-04-12 22:45:01	                main:574]	:	INFO	:	Epoch 1672 | loss: 0.0312343 | val_loss: 0.0312316 | Time: 3136.38 ms
[2021-04-12 22:45:04	                main:574]	:	INFO	:	Epoch 1673 | loss: 0.0312338 | val_loss: 0.0312317 | Time: 3122.65 ms
[2021-04-12 22:45:07	                main:574]	:	INFO	:	Epoch 1674 | loss: 0.0312337 | val_loss: 0.031231 | Time: 3130.6 ms
[2021-04-12 22:45:10	                main:574]	:	INFO	:	Epoch 1675 | loss: 0.0312334 | val_loss: 0.0312308 | Time: 3193.4 ms
[2021-04-12 22:45:14	                main:574]	:	INFO	:	Epoch 1676 | loss: 0.031233 | val_loss: 0.031231 | Time: 3146.97 ms
[2021-04-12 22:45:17	                main:574]	:	INFO	:	Epoch 1677 | loss: 0.031233 | val_loss: 0.0312303 | Time: 3203.49 ms
[2021-04-12 22:45:20	                main:574]	:	INFO	:	Epoch 1678 | loss: 0.0312326 | val_loss: 0.0312302 | Time: 3153.33 ms
[2021-04-12 22:45:23	                main:574]	:	INFO	:	Epoch 1679 | loss: 0.0312323 | val_loss: 0.0312297 | Time: 3167.29 ms
[2021-04-12 22:45:26	                main:574]	:	INFO	:	Epoch 1680 | loss: 0.0312323 | val_loss: 0.0312294 | Time: 3142.06 ms
[2021-04-12 22:45:30	                main:574]	:	INFO	:	Epoch 1681 | loss: 0.0312324 | val_loss: 0.0312297 | Time: 3188.13 ms
[2021-04-12 22:45:33	                main:574]	:	INFO	:	Epoch 1682 | loss: 0.0312323 | val_loss: 0.0312299 | Time: 3157.13 ms
[2021-04-12 22:45:36	                main:574]	:	INFO	:	Epoch 1683 | loss: 0.0312318 | val_loss: 0.0312293 | Time: 3156 ms
[2021-04-12 22:45:39	                main:574]	:	INFO	:	Epoch 1684 | loss: 0.0312318 | val_loss: 0.031229 | Time: 3158.03 ms
[2021-04-12 22:45:43	                main:574]	:	INFO	:	Epoch 1685 | loss: 0.0312315 | val_loss: 0.0312288 | Time: 3316.55 ms
[2021-04-12 22:45:46	                main:574]	:	INFO	:	Epoch 1686 | loss: 0.0312315 | val_loss: 0.0312287 | Time: 3145.73 ms
[2021-04-12 22:45:49	                main:574]	:	INFO	:	Epoch 1687 | loss: 0.0312312 | val_loss: 0.0312286 | Time: 3216.26 ms
[2021-04-12 22:45:52	                main:574]	:	INFO	:	Epoch 1688 | loss: 0.031232 | val_loss: 0.0312287 | Time: 3141.26 ms
[2021-04-12 22:45:56	                main:574]	:	INFO	:	Epoch 1689 | loss: 0.0312315 | val_loss: 0.0312285 | Time: 3167.11 ms
[2021-04-12 22:45:59	                main:574]	:	INFO	:	Epoch 1690 | loss: 0.0312312 | val_loss: 0.0312288 | Time: 3173.02 ms
[2021-04-12 22:46:02	                main:574]	:	INFO	:	Epoch 1691 | loss: 0.0312311 | val_loss: 0.0312285 | Time: 3246.77 ms
[2021-04-12 22:46:05	                main:574]	:	INFO	:	Epoch 1692 | loss: 0.0312311 | val_loss: 0.0312282 | Time: 3231.54 ms
[2021-04-12 22:46:09	                main:574]	:	INFO	:	Epoch 1693 | loss: 0.0312309 | val_loss: 0.0312284 | Time: 3159.1 ms
[2021-04-12 22:46:12	                main:574]	:	INFO	:	Epoch 1694 | loss: 0.031231 | val_loss: 0.0312282 | Time: 3162.69 ms
[2021-04-12 22:46:15	                main:574]	:	INFO	:	Epoch 1695 | loss: 0.0312309 | val_loss: 0.0312279 | Time: 3203.06 ms
[2021-04-12 22:46:18	                main:574]	:	INFO	:	Epoch 1696 | loss: 0.0312311 | val_loss: 0.0312282 | Time: 3169.98 ms
[2021-04-12 22:46:21	                main:574]	:	INFO	:	Epoch 1697 | loss: 0.0312313 | val_loss: 0.0312286 | Time: 3189.49 ms
[2021-04-12 22:46:25	                main:574]	:	INFO	:	Epoch 1698 | loss: 0.031231 | val_loss: 0.031228 | Time: 3161.69 ms
[2021-04-12 22:46:28	                main:574]	:	INFO	:	Epoch 1699 | loss: 0.0312307 | val_loss: 0.031228 | Time: 3133.88 ms
[2021-04-12 22:46:31	                main:574]	:	INFO	:	Epoch 1700 | loss: 0.0312311 | val_loss: 0.0312278 | Time: 3167.59 ms
[2021-04-12 22:46:34	                main:574]	:	INFO	:	Epoch 1701 | loss: 0.0312308 | val_loss: 0.0312276 | Time: 3151.65 ms
[2021-04-12 22:46:37	                main:574]	:	INFO	:	Epoch 1702 | loss: 0.0312306 | val_loss: 0.0312283 | Time: 3213.81 ms
[2021-04-12 22:46:41	                main:574]	:	INFO	:	Epoch 1703 | loss: 0.0312308 | val_loss: 0.0312283 | Time: 3152.01 ms
[2021-04-12 22:46:44	                main:574]	:	INFO	:	Epoch 1704 | loss: 0.0312307 | val_loss: 0.0312276 | Time: 3231.45 ms
[2021-04-12 22:46:47	                main:574]	:	INFO	:	Epoch 1705 | loss: 0.0312304 | val_loss: 0.0312275 | Time: 3207.17 ms
[2021-04-12 22:46:50	                main:574]	:	INFO	:	Epoch 1706 | loss: 0.0312305 | val_loss: 0.0312276 | Time: 3142.04 ms
[2021-04-12 22:46:54	                main:574]	:	INFO	:	Epoch 1707 | loss: 0.0312306 | val_loss: 0.0312275 | Time: 3174.32 ms
[2021-04-12 22:46:57	                main:574]	:	INFO	:	Epoch 1708 | loss: 0.0312305 | val_loss: 0.0312276 | Time: 3158.64 ms
[2021-04-12 22:47:00	                main:574]	:	INFO	:	Epoch 1709 | loss: 0.0312306 | val_loss: 0.0312281 | Time: 3171.76 ms
[2021-04-12 22:47:03	                main:574]	:	INFO	:	Epoch 1710 | loss: 0.0312313 | val_loss: 0.031228 | Time: 3160.05 ms
[2021-04-12 22:47:06	                main:574]	:	INFO	:	Epoch 1711 | loss: 0.0312312 | val_loss: 0.031228 | Time: 3118.62 ms
[2021-04-12 22:47:10	                main:574]	:	INFO	:	Epoch 1712 | loss: 0.0312305 | val_loss: 0.0312274 | Time: 3127.63 ms
[2021-04-12 22:47:13	                main:574]	:	INFO	:	Epoch 1713 | loss: 0.0312307 | val_loss: 0.0312274 | Time: 3182.47 ms
[2021-04-12 22:47:16	                main:574]	:	INFO	:	Epoch 1714 | loss: 0.0312306 | val_loss: 0.0312272 | Time: 3250.88 ms
[2021-04-12 22:47:19	                main:574]	:	INFO	:	Epoch 1715 | loss: 0.0312302 | val_loss: 0.0312273 | Time: 3234.84 ms
[2021-04-12 22:47:23	                main:574]	:	INFO	:	Epoch 1716 | loss: 0.0312305 | val_loss: 0.0312272 | Time: 3290.99 ms
[2021-04-12 22:47:26	                main:574]	:	INFO	:	Epoch 1717 | loss: 0.0312301 | val_loss: 0.0312273 | Time: 3173.97 ms
[2021-04-12 22:47:29	                main:574]	:	INFO	:	Epoch 1718 | loss: 0.0312304 | val_loss: 0.0312278 | Time: 3112.04 ms
[2021-04-12 22:47:32	                main:574]	:	INFO	:	Epoch 1719 | loss: 0.0312304 | val_loss: 0.031227 | Time: 3167.48 ms
[2021-04-12 22:47:36	                main:574]	:	INFO	:	Epoch 1720 | loss: 0.0312302 | val_loss: 0.031227 | Time: 3197.26 ms
[2021-04-12 22:47:39	                main:574]	:	INFO	:	Epoch 1721 | loss: 0.0312305 | val_loss: 0.0312278 | Time: 3131.94 ms
[2021-04-12 22:47:42	                main:574]	:	INFO	:	Epoch 1722 | loss: 0.0312306 | val_loss: 0.0312273 | Time: 3143.68 ms
[2021-04-12 22:47:45	                main:574]	:	INFO	:	Epoch 1723 | loss: 0.0312307 | val_loss: 0.0312268 | Time: 3139.46 ms
[2021-04-12 22:47:48	                main:574]	:	INFO	:	Epoch 1724 | loss: 0.0312302 | val_loss: 0.0312272 | Time: 3174.42 ms
[2021-04-12 22:47:52	                main:574]	:	INFO	:	Epoch 1725 | loss: 0.0312302 | val_loss: 0.0312269 | Time: 3150.44 ms
[2021-04-12 22:47:55	                main:574]	:	INFO	:	Epoch 1726 | loss: 0.0312302 | val_loss: 0.0312273 | Time: 3173.22 ms
[2021-04-12 22:47:58	                main:574]	:	INFO	:	Epoch 1727 | loss: 0.0312301 | val_loss: 0.0312271 | Time: 3125.59 ms
[2021-04-12 22:48:01	                main:574]	:	INFO	:	Epoch 1728 | loss: 0.0312305 | val_loss: 0.0312268 | Time: 3161.45 ms
[2021-04-12 22:48:05	                main:574]	:	INFO	:	Epoch 1729 | loss: 0.0312301 | val_loss: 0.031227 | Time: 3384.6 ms
[2021-04-12 22:48:08	                main:574]	:	INFO	:	Epoch 1730 | loss: 0.0312302 | val_loss: 0.0312276 | Time: 3138.22 ms
[2021-04-12 22:48:11	                main:574]	:	INFO	:	Epoch 1731 | loss: 0.0312303 | val_loss: 0.0312278 | Time: 3126.95 ms
[2021-04-12 22:48:14	                main:574]	:	INFO	:	Epoch 1732 | loss: 0.0312303 | val_loss: 0.0312267 | Time: 3219.93 ms
[2021-04-12 22:48:18	                main:574]	:	INFO	:	Epoch 1733 | loss: 0.0312299 | val_loss: 0.0312268 | Time: 3319.14 ms
[2021-04-12 22:48:21	                main:574]	:	INFO	:	Epoch 1734 | loss: 0.0312301 | val_loss: 0.0312282 | Time: 3170.1 ms
[2021-04-12 22:48:24	                main:574]	:	INFO	:	Epoch 1735 | loss: 0.0312309 | val_loss: 0.0312285 | Time: 3152.06 ms
[2021-04-12 22:48:27	                main:574]	:	INFO	:	Epoch 1736 | loss: 0.0312303 | val_loss: 0.0312268 | Time: 3156.45 ms
[2021-04-12 22:48:30	                main:574]	:	INFO	:	Epoch 1737 | loss: 0.0312299 | val_loss: 0.0312289 | Time: 3212.2 ms
[2021-04-12 22:48:34	                main:574]	:	INFO	:	Epoch 1738 | loss: 0.0312309 | val_loss: 0.0312272 | Time: 3392.71 ms
[2021-04-12 22:48:37	                main:574]	:	INFO	:	Epoch 1739 | loss: 0.0312304 | val_loss: 0.0312276 | Time: 3357.9 ms
[2021-04-12 22:48:41	                main:574]	:	INFO	:	Epoch 1740 | loss: 0.0312306 | val_loss: 0.0312266 | Time: 3236.89 ms
[2021-04-12 22:48:44	                main:574]	:	INFO	:	Epoch 1741 | loss: 0.0312306 | val_loss: 0.0312279 | Time: 3290.31 ms
[2021-04-12 22:48:47	                main:574]	:	INFO	:	Epoch 1742 | loss: 0.0312301 | val_loss: 0.0312269 | Time: 3177.18 ms
[2021-04-12 22:48:50	                main:574]	:	INFO	:	Epoch 1743 | loss: 0.0312301 | val_loss: 0.0312279 | Time: 3147.18 ms
[2021-04-12 22:48:54	                main:574]	:	INFO	:	Epoch 1744 | loss: 0.0312301 | val_loss: 0.0312267 | Time: 3180.73 ms
[2021-04-12 22:48:57	                main:574]	:	INFO	:	Epoch 1745 | loss: 0.03123 | val_loss: 0.0312265 | Time: 3151.02 ms
[2021-04-12 22:49:00	                main:574]	:	INFO	:	Epoch 1746 | loss: 0.0312298 | val_loss: 0.0312276 | Time: 3201.93 ms
[2021-04-12 22:49:03	                main:574]	:	INFO	:	Epoch 1747 | loss: 0.031231 | val_loss: 0.0312283 | Time: 3192.62 ms
[2021-04-12 22:49:06	                main:574]	:	INFO	:	Epoch 1748 | loss: 0.0312307 | val_loss: 0.0312272 | Time: 3170.85 ms
[2021-04-12 22:49:10	                main:574]	:	INFO	:	Epoch 1749 | loss: 0.0312309 | val_loss: 0.0312277 | Time: 3194.83 ms
[2021-04-12 22:49:13	                main:574]	:	INFO	:	Epoch 1750 | loss: 0.0312306 | val_loss: 0.0312267 | Time: 3169.05 ms
[2021-04-12 22:49:17	                main:574]	:	INFO	:	Epoch 1751 | loss: 0.0312301 | val_loss: 0.0312277 | Time: 4211.7 ms
[2021-04-12 22:49:20	                main:574]	:	INFO	:	Epoch 1752 | loss: 0.0312302 | val_loss: 0.0312272 | Time: 3195.43 ms
[2021-04-12 22:49:24	                main:574]	:	INFO	:	Epoch 1753 | loss: 0.0312313 | val_loss: 0.0312297 | Time: 3145.55 ms
[2021-04-12 22:49:27	                main:574]	:	INFO	:	Epoch 1754 | loss: 0.0312305 | val_loss: 0.0312267 | Time: 3156.43 ms
[2021-04-12 22:49:30	                main:574]	:	INFO	:	Epoch 1755 | loss: 0.0312306 | val_loss: 0.0312276 | Time: 3159.44 ms
[2021-04-12 22:49:33	                main:574]	:	INFO	:	Epoch 1756 | loss: 0.0312306 | val_loss: 0.0312265 | Time: 3165.87 ms
[2021-04-12 22:49:36	                main:574]	:	INFO	:	Epoch 1757 | loss: 0.0312302 | val_loss: 0.0312266 | Time: 3182.52 ms
[2021-04-12 22:49:40	                main:574]	:	INFO	:	Epoch 1758 | loss: 0.03123 | val_loss: 0.0312266 | Time: 3232.8 ms
[2021-04-12 22:49:43	                main:574]	:	INFO	:	Epoch 1759 | loss: 0.03123 | val_loss: 0.0312268 | Time: 3132.09 ms
[2021-04-12 22:49:46	                main:574]	:	INFO	:	Epoch 1760 | loss: 0.0312301 | val_loss: 0.0312269 | Time: 3156.09 ms
[2021-04-12 22:49:49	                main:574]	:	INFO	:	Epoch 1761 | loss: 0.0312301 | val_loss: 0.0312268 | Time: 3129.98 ms
[2021-04-12 22:49:53	                main:574]	:	INFO	:	Epoch 1762 | loss: 0.0312298 | val_loss: 0.0312263 | Time: 3199.66 ms
[2021-04-12 22:49:56	                main:574]	:	INFO	:	Epoch 1763 | loss: 0.0312298 | val_loss: 0.0312267 | Time: 3156.64 ms
[2021-04-12 22:49:59	                main:574]	:	INFO	:	Epoch 1764 | loss: 0.0312298 | val_loss: 0.0312265 | Time: 3164.86 ms
[2021-04-12 22:50:02	                main:574]	:	INFO	:	Epoch 1765 | loss: 0.0312297 | val_loss: 0.0312265 | Time: 3145.39 ms
[2021-04-12 22:50:05	                main:574]	:	INFO	:	Epoch 1766 | loss: 0.0312298 | val_loss: 0.0312264 | Time: 3210.4 ms
[2021-04-12 22:50:09	                main:574]	:	INFO	:	Epoch 1767 | loss: 0.0312308 | val_loss: 0.0312264 | Time: 3312.85 ms
[2021-04-12 22:50:12	                main:574]	:	INFO	:	Epoch 1768 | loss: 0.0312303 | val_loss: 0.0312269 | Time: 3124.43 ms
[2021-04-12 22:50:15	                main:574]	:	INFO	:	Epoch 1769 | loss: 0.0312307 | val_loss: 0.0312267 | Time: 3145.33 ms
[2021-04-12 22:50:19	                main:574]	:	INFO	:	Epoch 1770 | loss: 0.03123 | val_loss: 0.0312265 | Time: 4247.97 ms
[2021-04-12 22:50:23	                main:574]	:	INFO	:	Epoch 1771 | loss: 0.0312298 | val_loss: 0.0312263 | Time: 3161.78 ms
[2021-04-12 22:50:26	                main:574]	:	INFO	:	Epoch 1772 | loss: 0.0312298 | val_loss: 0.0312266 | Time: 3410.19 ms
[2021-04-12 22:50:29	                main:574]	:	INFO	:	Epoch 1773 | loss: 0.0312304 | val_loss: 0.0312265 | Time: 3166.88 ms
[2021-04-12 22:50:33	                main:574]	:	INFO	:	Epoch 1774 | loss: 0.0312304 | val_loss: 0.0312275 | Time: 3278.82 ms
[2021-04-12 22:50:36	                main:574]	:	INFO	:	Epoch 1775 | loss: 0.0312306 | val_loss: 0.0312269 | Time: 3137.71 ms
[2021-04-12 22:50:39	                main:574]	:	INFO	:	Epoch 1776 | loss: 0.03123 | val_loss: 0.0312272 | Time: 3251.46 ms
[2021-04-12 22:50:42	                main:574]	:	INFO	:	Epoch 1777 | loss: 0.0312302 | val_loss: 0.0312262 | Time: 3141.05 ms
[2021-04-12 22:50:45	                main:574]	:	INFO	:	Epoch 1778 | loss: 0.0312297 | val_loss: 0.0312263 | Time: 3120.78 ms
[2021-04-12 22:50:49	                main:574]	:	INFO	:	Epoch 1779 | loss: 0.0312295 | val_loss: 0.0312261 | Time: 3174.7 ms
[2021-04-12 22:50:52	                main:574]	:	INFO	:	Epoch 1780 | loss: 0.0312299 | val_loss: 0.0312263 | Time: 3326.19 ms
[2021-04-12 22:50:55	                main:574]	:	INFO	:	Epoch 1781 | loss: 0.03123 | val_loss: 0.0312267 | Time: 3359.41 ms
[2021-04-12 22:50:59	                main:574]	:	INFO	:	Epoch 1782 | loss: 0.0312302 | val_loss: 0.0312266 | Time: 3335.37 ms
[2021-04-12 22:51:02	                main:574]	:	INFO	:	Epoch 1783 | loss: 0.0312299 | val_loss: 0.0312272 | Time: 3128.97 ms
[2021-04-12 22:51:05	                main:574]	:	INFO	:	Epoch 1784 | loss: 0.0312298 | val_loss: 0.0312267 | Time: 3170.35 ms
[2021-04-12 22:51:08	                main:574]	:	INFO	:	Epoch 1785 | loss: 0.0312298 | val_loss: 0.0312285 | Time: 3186.77 ms
[2021-04-12 22:51:12	                main:574]	:	INFO	:	Epoch 1786 | loss: 0.0312309 | val_loss: 0.0312265 | Time: 3096.37 ms
[2021-04-12 22:51:15	                main:574]	:	INFO	:	Epoch 1787 | loss: 0.0312302 | val_loss: 0.0312271 | Time: 3173.73 ms
[2021-04-12 22:51:18	                main:574]	:	INFO	:	Epoch 1788 | loss: 0.03123 | val_loss: 0.0312263 | Time: 3213.99 ms
[2021-04-12 22:51:21	                main:574]	:	INFO	:	Epoch 1789 | loss: 0.0312298 | val_loss: 0.0312267 | Time: 3237.99 ms
[2021-04-12 22:51:25	                main:574]	:	INFO	:	Epoch 1790 | loss: 0.0312296 | val_loss: 0.0312261 | Time: 3170.86 ms
[2021-04-12 22:51:28	                main:574]	:	INFO	:	Epoch 1791 | loss: 0.0312297 | val_loss: 0.0312262 | Time: 3115.89 ms
[2021-04-12 22:51:31	                main:574]	:	INFO	:	Epoch 1792 | loss: 0.0312298 | val_loss: 0.031227 | Time: 3186.59 ms
[2021-04-12 22:51:34	                main:574]	:	INFO	:	Epoch 1793 | loss: 0.0312297 | val_loss: 0.0312261 | Time: 3152.87 ms
[2021-04-12 22:51:37	                main:574]	:	INFO	:	Epoch 1794 | loss: 0.0312303 | val_loss: 0.0312271 | Time: 3152.51 ms
[2021-04-12 22:51:41	                main:574]	:	INFO	:	Epoch 1795 | loss: 0.0312303 | val_loss: 0.0312265 | Time: 3171.66 ms
[2021-04-12 22:51:44	                main:574]	:	INFO	:	Epoch 1796 | loss: 0.0312297 | val_loss: 0.0312262 | Time: 3125.59 ms
[2021-04-12 22:51:47	                main:574]	:	INFO	:	Epoch 1797 | loss: 0.0312302 | val_loss: 0.0312266 | Time: 3135.04 ms
[2021-04-12 22:51:51	                main:574]	:	INFO	:	Epoch 1798 | loss: 0.0312297 | val_loss: 0.0312262 | Time: 3953.99 ms
[2021-04-12 22:51:54	                main:574]	:	INFO	:	Epoch 1799 | loss: 0.0312296 | val_loss: 0.0312261 | Time: 3162.63 ms
[2021-04-12 22:51:58	                main:574]	:	INFO	:	Epoch 1800 | loss: 0.0312304 | val_loss: 0.0312265 | Time: 3669.74 ms
[2021-04-12 22:52:02	                main:574]	:	INFO	:	Epoch 1801 | loss: 0.0312304 | val_loss: 0.0312274 | Time: 3523.67 ms
[2021-04-12 22:52:05	                main:574]	:	INFO	:	Epoch 1802 | loss: 0.0312303 | val_loss: 0.0312268 | Time: 3157.3 ms
[2021-04-12 22:52:08	                main:574]	:	INFO	:	Epoch 1803 | loss: 0.0312298 | val_loss: 0.0312264 | Time: 3112.82 ms
[2021-04-12 22:52:11	                main:574]	:	INFO	:	Epoch 1804 | loss: 0.0312299 | val_loss: 0.0312272 | Time: 3237.41 ms
[2021-04-12 22:52:14	                main:574]	:	INFO	:	Epoch 1805 | loss: 0.0312299 | val_loss: 0.0312263 | Time: 3138.38 ms
[2021-04-12 22:52:18	                main:574]	:	INFO	:	Epoch 1806 | loss: 0.0312304 | val_loss: 0.0312274 | Time: 3212.24 ms
[2021-04-12 22:52:21	                main:574]	:	INFO	:	Epoch 1807 | loss: 0.0312301 | val_loss: 0.0312274 | Time: 3140.51 ms
[2021-04-12 22:52:24	                main:574]	:	INFO	:	Epoch 1808 | loss: 0.0312302 | val_loss: 0.0312264 | Time: 3122.54 ms
[2021-04-12 22:52:27	                main:574]	:	INFO	:	Epoch 1809 | loss: 0.0312301 | val_loss: 0.0312263 | Time: 3131.13 ms
[2021-04-12 22:52:31	                main:574]	:	INFO	:	Epoch 1810 | loss: 0.0312298 | val_loss: 0.0312264 | Time: 3240.17 ms
[2021-04-12 22:52:34	                main:574]	:	INFO	:	Epoch 1811 | loss: 0.0312297 | val_loss: 0.0312267 | Time: 3162.5 ms
[2021-04-12 22:52:37	                main:574]	:	INFO	:	Epoch 1812 | loss: 0.03123 | val_loss: 0.0312267 | Time: 3164.36 ms
[2021-04-12 22:52:40	                main:574]	:	INFO	:	Epoch 1813 | loss: 0.0312311 | val_loss: 0.0312264 | Time: 3149.05 ms
[2021-04-12 22:52:43	                main:574]	:	INFO	:	Epoch 1814 | loss: 0.0312305 | val_loss: 0.0312273 | Time: 3125.55 ms
[2021-04-12 22:52:47	                main:574]	:	INFO	:	Epoch 1815 | loss: 0.0312302 | val_loss: 0.0312266 | Time: 3209.62 ms
[2021-04-12 22:52:50	                main:574]	:	INFO	:	Epoch 1816 | loss: 0.0312299 | val_loss: 0.0312261 | Time: 3116.83 ms
[2021-04-12 22:52:53	                main:574]	:	INFO	:	Epoch 1817 | loss: 0.0312298 | val_loss: 0.0312264 | Time: 3466.32 ms
[2021-04-12 22:52:56	                main:574]	:	INFO	:	Epoch 1818 | loss: 0.0312303 | val_loss: 0.0312262 | Time: 3116.38 ms
[2021-04-12 22:53:00	                main:574]	:	INFO	:	Epoch 1819 | loss: 0.0312304 | val_loss: 0.0312287 | Time: 3950.39 ms
[2021-04-12 22:53:04	                main:574]	:	INFO	:	Epoch 1820 | loss: 0.0312308 | val_loss: 0.031228 | Time: 3204.83 ms
[2021-04-12 22:53:07	                main:574]	:	INFO	:	Epoch 1821 | loss: 0.0312306 | val_loss: 0.0312272 | Time: 3161.44 ms
[2021-04-12 22:53:10	                main:574]	:	INFO	:	Epoch 1822 | loss: 0.0312308 | val_loss: 0.0312276 | Time: 3224.43 ms
[2021-04-12 22:53:13	                main:574]	:	INFO	:	Epoch 1823 | loss: 0.0312305 | val_loss: 0.0312266 | Time: 3147.36 ms
[2021-04-12 22:53:17	                main:574]	:	INFO	:	Epoch 1824 | loss: 0.0312298 | val_loss: 0.0312263 | Time: 3171.03 ms
[2021-04-12 22:53:20	                main:574]	:	INFO	:	Epoch 1825 | loss: 0.0312303 | val_loss: 0.031227 | Time: 3139.51 ms
[2021-04-12 22:53:23	                main:574]	:	INFO	:	Epoch 1826 | loss: 0.03123 | val_loss: 0.0312263 | Time: 3203.31 ms
[2021-04-12 22:53:27	                main:574]	:	INFO	:	Epoch 1827 | loss: 0.0312298 | val_loss: 0.0312265 | Time: 3315.1 ms
[2021-04-12 22:53:30	                main:574]	:	INFO	:	Epoch 1828 | loss: 0.0312298 | val_loss: 0.0312262 | Time: 3212.73 ms
[2021-04-12 22:53:33	                main:574]	:	INFO	:	Epoch 1829 | loss: 0.0312306 | val_loss: 0.0312274 | Time: 3209.71 ms
[2021-04-12 22:53:37	                main:574]	:	INFO	:	Epoch 1830 | loss: 0.0312306 | val_loss: 0.0312268 | Time: 3163.92 ms
[2021-04-12 22:53:40	                main:574]	:	INFO	:	Epoch 1831 | loss: 0.0312309 | val_loss: 0.0312263 | Time: 3134.9 ms
[2021-04-12 22:53:43	                main:574]	:	INFO	:	Epoch 1832 | loss: 0.0312301 | val_loss: 0.031226 | Time: 3138.91 ms
[2021-04-12 22:53:46	                main:574]	:	INFO	:	Epoch 1833 | loss: 0.0312306 | val_loss: 0.031228 | Time: 3146.6 ms
[2021-04-12 22:53:50	                main:574]	:	INFO	:	Epoch 1834 | loss: 0.0312304 | val_loss: 0.0312274 | Time: 3165.27 ms
[2021-04-12 22:53:53	                main:574]	:	INFO	:	Epoch 1835 | loss: 0.0312309 | val_loss: 0.0312289 | Time: 3242.72 ms
[2021-04-12 22:53:56	                main:574]	:	INFO	:	Epoch 1836 | loss: 0.0312302 | val_loss: 0.031227 | Time: 3138.9 ms
[2021-04-12 22:53:59	                main:574]	:	INFO	:	Epoch 1837 | loss: 0.0312304 | val_loss: 0.031229 | Time: 3165.11 ms
[2021-04-12 22:54:02	                main:574]	:	INFO	:	Epoch 1838 | loss: 0.0312321 | val_loss: 0.0312312 | Time: 3131.73 ms
[2021-04-12 22:54:06	                main:574]	:	INFO	:	Epoch 1839 | loss: 0.0312314 | val_loss: 0.0312269 | Time: 3215.72 ms
[2021-04-12 22:54:09	                main:574]	:	INFO	:	Epoch 1840 | loss: 0.0312303 | val_loss: 0.0312268 | Time: 3142.21 ms
[2021-04-12 22:54:12	                main:574]	:	INFO	:	Epoch 1841 | loss: 0.0312304 | val_loss: 0.0312267 | Time: 3161.88 ms
[2021-04-12 22:54:15	                main:574]	:	INFO	:	Epoch 1842 | loss: 0.03123 | val_loss: 0.0312268 | Time: 3185.41 ms
[2021-04-12 22:54:19	                main:574]	:	INFO	:	Epoch 1843 | loss: 0.03123 | val_loss: 0.0312266 | Time: 3142.61 ms
[2021-04-12 22:54:22	                main:574]	:	INFO	:	Epoch 1844 | loss: 0.0312303 | val_loss: 0.0312271 | Time: 3147.95 ms
[2021-04-12 22:54:25	                main:574]	:	INFO	:	Epoch 1845 | loss: 0.0312303 | val_loss: 0.0312269 | Time: 3223.98 ms
[2021-04-12 22:54:28	                main:574]	:	INFO	:	Epoch 1846 | loss: 0.0312303 | val_loss: 0.0312276 | Time: 3134.22 ms
[2021-04-12 22:54:32	                main:574]	:	INFO	:	Epoch 1847 | loss: 0.0312304 | val_loss: 0.0312271 | Time: 3237.54 ms
[2021-04-12 22:54:35	                main:574]	:	INFO	:	Epoch 1848 | loss: 0.03123 | val_loss: 0.0312273 | Time: 3104.06 ms
[2021-04-12 22:54:38	                main:574]	:	INFO	:	Epoch 1849 | loss: 0.0312307 | val_loss: 0.0312275 | Time: 3123.17 ms
[2021-04-12 22:54:41	                main:574]	:	INFO	:	Epoch 1850 | loss: 0.0312311 | val_loss: 0.0312294 | Time: 3132 ms
[2021-04-12 22:54:44	                main:574]	:	INFO	:	Epoch 1851 | loss: 0.0312315 | val_loss: 0.0312268 | Time: 3184.35 ms
[2021-04-12 22:54:47	                main:574]	:	INFO	:	Epoch 1852 | loss: 0.0312302 | val_loss: 0.0312265 | Time: 3148.47 ms
[2021-04-12 22:54:51	                main:574]	:	INFO	:	Epoch 1853 | loss: 0.0312302 | val_loss: 0.0312264 | Time: 3147.62 ms
[2021-04-12 22:54:54	                main:574]	:	INFO	:	Epoch 1854 | loss: 0.0312302 | val_loss: 0.0312263 | Time: 3193.7 ms
[2021-04-12 22:54:57	                main:574]	:	INFO	:	Epoch 1855 | loss: 0.0312301 | val_loss: 0.0312264 | Time: 3353.08 ms
[2021-04-12 22:55:00	                main:574]	:	INFO	:	Epoch 1856 | loss: 0.0312298 | val_loss: 0.0312263 | Time: 3110.93 ms
[2021-04-12 22:55:04	                main:574]	:	INFO	:	Epoch 1857 | loss: 0.0312303 | val_loss: 0.0312267 | Time: 3143.92 ms
[2021-04-12 22:55:07	                main:574]	:	INFO	:	Epoch 1858 | loss: 0.03123 | val_loss: 0.0312266 | Time: 3140.67 ms
[2021-04-12 22:55:10	                main:574]	:	INFO	:	Epoch 1859 | loss: 0.0312301 | val_loss: 0.0312266 | Time: 3353.63 ms
[2021-04-12 22:55:13	                main:574]	:	INFO	:	Epoch 1860 | loss: 0.0312328 | val_loss: 0.031229 | Time: 3215.49 ms
[2021-04-12 22:55:17	                main:574]	:	INFO	:	Epoch 1861 | loss: 0.0312308 | val_loss: 0.0312285 | Time: 3231.24 ms
[2021-04-12 22:55:20	                main:574]	:	INFO	:	Epoch 1862 | loss: 0.0312304 | val_loss: 0.0312264 | Time: 3160.01 ms
[2021-04-12 22:55:23	                main:574]	:	INFO	:	Epoch 1863 | loss: 0.0312313 | val_loss: 0.031227 | Time: 3135.44 ms
[2021-04-12 22:55:26	                main:574]	:	INFO	:	Epoch 1864 | loss: 0.0312307 | val_loss: 0.0312278 | Time: 3171.91 ms
[2021-04-12 22:55:30	                main:574]	:	INFO	:	Epoch 1865 | loss: 0.0312307 | val_loss: 0.0312263 | Time: 3376.2 ms
[2021-04-12 22:55:33	                main:574]	:	INFO	:	Epoch 1866 | loss: 0.0312308 | val_loss: 0.0312263 | Time: 3138.9 ms
[2021-04-12 22:55:36	                main:574]	:	INFO	:	Epoch 1867 | loss: 0.0312306 | val_loss: 0.0312285 | Time: 3145.01 ms
[2021-04-12 22:55:39	                main:574]	:	INFO	:	Epoch 1868 | loss: 0.0312302 | val_loss: 0.0312263 | Time: 3325.41 ms
[2021-04-12 22:55:43	                main:574]	:	INFO	:	Epoch 1869 | loss: 0.0312296 | val_loss: 0.0312267 | Time: 3464.89 ms
[2021-04-12 22:55:46	                main:574]	:	INFO	:	Epoch 1870 | loss: 0.0312303 | val_loss: 0.0312268 | Time: 3147.08 ms
[2021-04-12 22:55:49	                main:574]	:	INFO	:	Epoch 1871 | loss: 0.0312318 | val_loss: 0.0312276 | Time: 3155.28 ms
[2021-04-12 22:55:53	                main:574]	:	INFO	:	Epoch 1872 | loss: 0.0312311 | val_loss: 0.0312279 | Time: 3192.27 ms
[2021-04-12 22:55:56	                main:574]	:	INFO	:	Epoch 1873 | loss: 0.0312304 | val_loss: 0.0312286 | Time: 3121.56 ms
[2021-04-12 22:55:59	                main:574]	:	INFO	:	Epoch 1874 | loss: 0.0312317 | val_loss: 0.0312273 | Time: 3156.95 ms
[2021-04-12 22:56:02	                main:574]	:	INFO	:	Epoch 1875 | loss: 0.0312315 | val_loss: 0.031226 | Time: 3115.83 ms
[2021-04-12 22:56:05	                main:574]	:	INFO	:	Epoch 1876 | loss: 0.0312296 | val_loss: 0.0312275 | Time: 3145.78 ms
[2021-04-12 22:56:08	                main:574]	:	INFO	:	Epoch 1877 | loss: 0.0312306 | val_loss: 0.0312262 | Time: 3165.87 ms
[2021-04-12 22:56:12	                main:574]	:	INFO	:	Epoch 1878 | loss: 0.0312317 | val_loss: 0.0312276 | Time: 3149.1 ms
[2021-04-12 22:56:15	                main:574]	:	INFO	:	Epoch 1879 | loss: 0.0312309 | val_loss: 0.0312265 | Time: 3165.73 ms
[2021-04-12 22:56:18	                main:574]	:	INFO	:	Epoch 1880 | loss: 0.0312314 | val_loss: 0.0312265 | Time: 3117.69 ms
[2021-04-12 22:56:21	                main:574]	:	INFO	:	Epoch 1881 | loss: 0.0312308 | val_loss: 0.0312265 | Time: 3180.99 ms
[2021-04-12 22:56:24	                main:574]	:	INFO	:	Epoch 1882 | loss: 0.0312305 | val_loss: 0.0312277 | Time: 3141.24 ms
[2021-04-12 22:56:28	                main:574]	:	INFO	:	Epoch 1883 | loss: 0.0312307 | val_loss: 0.0312287 | Time: 3139.3 ms
[2021-04-12 22:56:31	                main:574]	:	INFO	:	Epoch 1884 | loss: 0.0312321 | val_loss: 0.0312275 | Time: 3122.14 ms
[2021-04-12 22:56:34	                main:574]	:	INFO	:	Epoch 1885 | loss: 0.0312304 | val_loss: 0.0312265 | Time: 3160.61 ms
[2021-04-12 22:56:37	                main:574]	:	INFO	:	Epoch 1886 | loss: 0.0312302 | val_loss: 0.0312271 | Time: 3257.45 ms
[2021-04-12 22:56:40	                main:574]	:	INFO	:	Epoch 1887 | loss: 0.0312299 | val_loss: 0.0312261 | Time: 3181.96 ms
[2021-04-12 22:56:44	                main:574]	:	INFO	:	Epoch 1888 | loss: 0.0312297 | val_loss: 0.0312298 | Time: 3161.27 ms
[2021-04-12 22:56:47	                main:574]	:	INFO	:	Epoch 1889 | loss: 0.0312318 | val_loss: 0.0312273 | Time: 3176.49 ms
[2021-04-12 22:56:50	                main:574]	:	INFO	:	Epoch 1890 | loss: 0.0312303 | val_loss: 0.0312261 | Time: 3150.95 ms
[2021-04-12 22:56:53	                main:574]	:	INFO	:	Epoch 1891 | loss: 0.0312305 | val_loss: 0.0312274 | Time: 3219.24 ms
[2021-04-12 22:56:57	                main:574]	:	INFO	:	Epoch 1892 | loss: 0.0312306 | val_loss: 0.0312261 | Time: 3134.79 ms
[2021-04-12 22:57:00	                main:574]	:	INFO	:	Epoch 1893 | loss: 0.0312302 | val_loss: 0.0312267 | Time: 3149.36 ms
[2021-04-12 22:57:03	                main:574]	:	INFO	:	Epoch 1894 | loss: 0.031231 | val_loss: 0.0312276 | Time: 3131.12 ms
[2021-04-12 22:57:06	                main:574]	:	INFO	:	Epoch 1895 | loss: 0.0312304 | val_loss: 0.0312265 | Time: 3178.1 ms
[2021-04-12 22:57:09	                main:574]	:	INFO	:	Epoch 1896 | loss: 0.0312326 | val_loss: 0.0312305 | Time: 3163.4 ms
[2021-04-12 22:57:13	                main:574]	:	INFO	:	Epoch 1897 | loss: 0.0312318 | val_loss: 0.0312264 | Time: 3202.26 ms
[2021-04-12 22:57:16	                main:574]	:	INFO	:	Epoch 1898 | loss: 0.03123 | val_loss: 0.0312268 | Time: 3117.66 ms
[2021-04-12 22:57:19	                main:574]	:	INFO	:	Epoch 1899 | loss: 0.0312304 | val_loss: 0.0312267 | Time: 3147.84 ms
[2021-04-12 22:57:22	                main:574]	:	INFO	:	Epoch 1900 | loss: 0.0312298 | val_loss: 0.0312261 | Time: 3137.83 ms
[2021-04-12 22:57:25	                main:574]	:	INFO	:	Epoch 1901 | loss: 0.0312306 | val_loss: 0.0312291 | Time: 3147.01 ms
[2021-04-12 22:57:29	                main:574]	:	INFO	:	Epoch 1902 | loss: 0.0312311 | val_loss: 0.0312279 | Time: 3171.76 ms
[2021-04-12 22:57:32	                main:574]	:	INFO	:	Epoch 1903 | loss: 0.0312315 | val_loss: 0.0312335 | Time: 3339.04 ms
[2021-04-12 22:57:35	                main:574]	:	INFO	:	Epoch 1904 | loss: 0.0312335 | val_loss: 0.0312314 | Time: 3190.27 ms
[2021-04-12 22:57:39	                main:574]	:	INFO	:	Epoch 1905 | loss: 0.0312321 | val_loss: 0.0312286 | Time: 3255.66 ms
[2021-04-12 22:57:42	                main:574]	:	INFO	:	Epoch 1906 | loss: 0.0312319 | val_loss: 0.0312279 | Time: 3361.63 ms
[2021-04-12 22:57:45	                main:574]	:	INFO	:	Epoch 1907 | loss: 0.0312305 | val_loss: 0.0312303 | Time: 3152.2 ms
[2021-04-12 22:57:48	                main:574]	:	INFO	:	Epoch 1908 | loss: 0.0312312 | val_loss: 0.0312274 | Time: 3152.24 ms
[2021-04-12 22:57:52	                main:574]	:	INFO	:	Epoch 1909 | loss: 0.0312302 | val_loss: 0.0312281 | Time: 3173.44 ms
[2021-04-12 22:57:55	                main:574]	:	INFO	:	Epoch 1910 | loss: 0.0312308 | val_loss: 0.0312305 | Time: 3238.93 ms
[2021-04-12 22:57:58	                main:574]	:	INFO	:	Epoch 1911 | loss: 0.0312319 | val_loss: 0.031229 | Time: 3165.75 ms
[2021-04-12 22:58:01	                main:574]	:	INFO	:	Epoch 1912 | loss: 0.0312311 | val_loss: 0.0312265 | Time: 3146 ms
[2021-04-12 22:58:05	                main:574]	:	INFO	:	Epoch 1913 | loss: 0.0312302 | val_loss: 0.0312265 | Time: 3197.2 ms
[2021-04-12 22:58:08	                main:574]	:	INFO	:	Epoch 1914 | loss: 0.0312299 | val_loss: 0.0312267 | Time: 3152.41 ms
[2021-04-12 22:58:11	                main:574]	:	INFO	:	Epoch 1915 | loss: 0.0312308 | val_loss: 0.0312261 | Time: 3153.67 ms
[2021-04-12 22:58:14	                main:574]	:	INFO	:	Epoch 1916 | loss: 0.0312303 | val_loss: 0.0312259 | Time: 3140.53 ms
[2021-04-12 22:58:17	                main:574]	:	INFO	:	Epoch 1917 | loss: 0.031231 | val_loss: 0.0312264 | Time: 3172.05 ms
[2021-04-12 22:58:21	                main:574]	:	INFO	:	Epoch 1918 | loss: 0.031232 | val_loss: 0.0312264 | Time: 3198.53 ms
[2021-04-12 22:58:24	                main:574]	:	INFO	:	Epoch 1919 | loss: 0.0312314 | val_loss: 0.0312261 | Time: 3143.28 ms
[2021-04-12 22:58:27	                main:574]	:	INFO	:	Epoch 1920 | loss: 0.0312312 | val_loss: 0.0312282 | Time: 3231.54 ms
[2021-04-12 22:58:30	                main:574]	:	INFO	:	Epoch 1921 | loss: 0.0312321 | val_loss: 0.0312269 | Time: 3402.67 ms
[2021-04-12 22:58:34	                main:574]	:	INFO	:	Epoch 1922 | loss: 0.03123 | val_loss: 0.031227 | Time: 3143.82 ms
[2021-04-12 22:58:37	                main:574]	:	INFO	:	Epoch 1923 | loss: 0.0312307 | val_loss: 0.0312291 | Time: 3169.93 ms
[2021-04-12 22:58:40	                main:574]	:	INFO	:	Epoch 1924 | loss: 0.0312315 | val_loss: 0.0312276 | Time: 3341.87 ms
[2021-04-12 22:58:44	                main:574]	:	INFO	:	Epoch 1925 | loss: 0.0312302 | val_loss: 0.031227 | Time: 3162.18 ms
[2021-04-12 22:58:47	                main:574]	:	INFO	:	Epoch 1926 | loss: 0.0312307 | val_loss: 0.0312305 | Time: 3150.58 ms
[2021-04-12 22:58:50	                main:574]	:	INFO	:	Epoch 1927 | loss: 0.0312322 | val_loss: 0.0312283 | Time: 3171.14 ms
[2021-04-12 22:58:53	                main:574]	:	INFO	:	Epoch 1928 | loss: 0.0312312 | val_loss: 0.0312284 | Time: 3169.69 ms
[2021-04-12 22:58:56	                main:574]	:	INFO	:	Epoch 1929 | loss: 0.0312305 | val_loss: 0.0312259 | Time: 3167.51 ms
[2021-04-12 22:59:00	                main:574]	:	INFO	:	Epoch 1930 | loss: 0.0312297 | val_loss: 0.0312263 | Time: 3296.89 ms
[2021-04-12 22:59:03	                main:574]	:	INFO	:	Epoch 1931 | loss: 0.03123 | val_loss: 0.0312307 | Time: 3154.35 ms
[2021-04-12 22:59:06	                main:574]	:	INFO	:	Epoch 1932 | loss: 0.0312317 | val_loss: 0.0312292 | Time: 3174.32 ms
[2021-04-12 22:59:10	                main:574]	:	INFO	:	Epoch 1933 | loss: 0.0312322 | val_loss: 0.0312283 | Time: 3575.68 ms
[2021-04-12 22:59:13	                main:574]	:	INFO	:	Epoch 1934 | loss: 0.0312312 | val_loss: 0.0312269 | Time: 3121.2 ms
[2021-04-12 22:59:16	                main:574]	:	INFO	:	Epoch 1935 | loss: 0.031231 | val_loss: 0.0312264 | Time: 3269.51 ms
[2021-04-12 22:59:20	                main:574]	:	INFO	:	Epoch 1936 | loss: 0.0312301 | val_loss: 0.031227 | Time: 3212.66 ms
[2021-04-12 22:59:23	                main:574]	:	INFO	:	Epoch 1937 | loss: 0.0312301 | val_loss: 0.0312263 | Time: 3178.45 ms
[2021-04-12 22:59:26	                main:574]	:	INFO	:	Epoch 1938 | loss: 0.0312309 | val_loss: 0.0312263 | Time: 3159.38 ms
[2021-04-12 22:59:29	                main:574]	:	INFO	:	Epoch 1939 | loss: 0.0312301 | val_loss: 0.0312265 | Time: 3156.81 ms
[2021-04-12 22:59:32	                main:574]	:	INFO	:	Epoch 1940 | loss: 0.0312308 | val_loss: 0.0312263 | Time: 3151.16 ms
[2021-04-12 22:59:36	                main:574]	:	INFO	:	Epoch 1941 | loss: 0.0312304 | val_loss: 0.0312266 | Time: 3148.27 ms
[2021-04-12 22:59:39	                main:574]	:	INFO	:	Epoch 1942 | loss: 0.0312302 | val_loss: 0.0312275 | Time: 3128.01 ms
[2021-04-12 22:59:42	                main:574]	:	INFO	:	Epoch 1943 | loss: 0.0312299 | val_loss: 0.0312275 | Time: 3194.14 ms
[2021-04-12 22:59:45	                main:574]	:	INFO	:	Epoch 1944 | loss: 0.0312315 | val_loss: 0.0312265 | Time: 3107.42 ms
[2021-04-12 22:59:48	                main:574]	:	INFO	:	Epoch 1945 | loss: 0.0312307 | val_loss: 0.0312284 | Time: 3118.74 ms
[2021-04-12 22:59:52	                main:574]	:	INFO	:	Epoch 1946 | loss: 0.0312318 | val_loss: 0.0312268 | Time: 3160.42 ms
[2021-04-12 22:59:55	                main:574]	:	INFO	:	Epoch 1947 | loss: 0.0312306 | val_loss: 0.0312261 | Time: 3126.58 ms
[2021-04-12 22:59:58	                main:574]	:	INFO	:	Epoch 1948 | loss: 0.0312304 | val_loss: 0.0312294 | Time: 3184.44 ms
[2021-04-12 23:00:01	                main:574]	:	INFO	:	Epoch 1949 | loss: 0.0312302 | val_loss: 0.0312276 | Time: 3130.04 ms
[2021-04-12 23:00:04	                main:574]	:	INFO	:	Epoch 1950 | loss: 0.0312301 | val_loss: 0.0312269 | Time: 3131.09 ms
[2021-04-12 23:00:09	                main:574]	:	INFO	:	Epoch 1951 | loss: 0.0312306 | val_loss: 0.0312275 | Time: 4890.84 ms
[2021-04-12 23:00:13	                main:574]	:	INFO	:	Epoch 1952 | loss: 0.031231 | val_loss: 0.0312265 | Time: 3220.42 ms
[2021-04-12 23:00:16	                main:574]	:	INFO	:	Epoch 1953 | loss: 0.0312301 | val_loss: 0.0312262 | Time: 3156.77 ms
[2021-04-12 23:00:19	                main:574]	:	INFO	:	Epoch 1954 | loss: 0.0312302 | val_loss: 0.0312266 | Time: 3191 ms
[2021-04-12 23:00:22	                main:574]	:	INFO	:	Epoch 1955 | loss: 0.0312306 | val_loss: 0.031228 | Time: 3163.72 ms
[2021-04-12 23:00:25	                main:574]	:	INFO	:	Epoch 1956 | loss: 0.0312314 | val_loss: 0.0312273 | Time: 3156.25 ms
[2021-04-12 23:00:29	                main:574]	:	INFO	:	Epoch 1957 | loss: 0.0312303 | val_loss: 0.0312264 | Time: 3138.83 ms
[2021-04-12 23:00:32	                main:574]	:	INFO	:	Epoch 1958 | loss: 0.031231 | val_loss: 0.0312286 | Time: 3149.25 ms
[2021-04-12 23:00:35	                main:574]	:	INFO	:	Epoch 1959 | loss: 0.031232 | val_loss: 0.0312281 | Time: 3174.37 ms
[2021-04-12 23:00:38	                main:574]	:	INFO	:	Epoch 1960 | loss: 0.0312305 | val_loss: 0.031228 | Time: 3198.99 ms
[2021-04-12 23:00:42	                main:574]	:	INFO	:	Epoch 1961 | loss: 0.0312305 | val_loss: 0.0312277 | Time: 3249.83 ms
[2021-04-12 23:00:45	                main:574]	:	INFO	:	Epoch 1962 | loss: 0.0312307 | val_loss: 0.0312296 | Time: 3157.36 ms
[2021-04-12 23:00:48	                main:574]	:	INFO	:	Epoch 1963 | loss: 0.0312311 | val_loss: 0.0312266 | Time: 3127.01 ms
[2021-04-12 23:00:51	                main:574]	:	INFO	:	Epoch 1964 | loss: 0.0312304 | val_loss: 0.0312281 | Time: 3170.26 ms
[2021-04-12 23:00:54	                main:574]	:	INFO	:	Epoch 1965 | loss: 0.0312317 | val_loss: 0.0312272 | Time: 3134.24 ms
[2021-04-12 23:00:57	                main:574]	:	INFO	:	Epoch 1966 | loss: 0.031232 | val_loss: 0.0312271 | Time: 3149.45 ms
[2021-04-12 23:01:01	                main:574]	:	INFO	:	Epoch 1967 | loss: 0.0312314 | val_loss: 0.0312269 | Time: 3141.64 ms
[2021-04-12 23:01:04	                main:574]	:	INFO	:	Epoch 1968 | loss: 0.0312303 | val_loss: 0.031228 | Time: 3154.23 ms
[2021-04-12 23:01:07	                main:574]	:	INFO	:	Epoch 1969 | loss: 0.0312308 | val_loss: 0.0312266 | Time: 3157 ms
[2021-04-12 23:01:11	                main:574]	:	INFO	:	Epoch 1970 | loss: 0.0312309 | val_loss: 0.0312263 | Time: 3576.62 ms
[2021-04-12 23:01:14	                main:574]	:	INFO	:	Epoch 1971 | loss: 0.0312301 | val_loss: 0.031226 | Time: 3160.21 ms
[2021-04-12 23:01:17	                main:574]	:	INFO	:	Epoch 1972 | loss: 0.0312308 | val_loss: 0.0312279 | Time: 3140.97 ms
[2021-04-12 23:01:20	                main:574]	:	INFO	:	Epoch 1973 | loss: 0.0312309 | val_loss: 0.0312266 | Time: 3213.9 ms
[2021-04-12 23:01:24	                main:574]	:	INFO	:	Epoch 1974 | loss: 0.0312305 | val_loss: 0.0312269 | Time: 3180.6 ms
[2021-04-12 23:01:27	                main:574]	:	INFO	:	Epoch 1975 | loss: 0.0312297 | val_loss: 0.0312259 | Time: 3170.09 ms
[2021-04-12 23:01:30	                main:574]	:	INFO	:	Epoch 1976 | loss: 0.0312305 | val_loss: 0.0312287 | Time: 3201.03 ms
[2021-04-12 23:01:33	                main:574]	:	INFO	:	Epoch 1977 | loss: 0.0312306 | val_loss: 0.0312281 | Time: 3138.17 ms
[2021-04-12 23:01:36	                main:574]	:	INFO	:	Epoch 1978 | loss: 0.0312303 | val_loss: 0.0312263 | Time: 3141.04 ms
[2021-04-12 23:01:40	                main:574]	:	INFO	:	Epoch 1979 | loss: 0.03123 | val_loss: 0.0312278 | Time: 3365 ms
[2021-04-12 23:01:43	                main:574]	:	INFO	:	Epoch 1980 | loss: 0.0312312 | val_loss: 0.0312281 | Time: 3373.16 ms
[2021-04-12 23:01:46	                main:574]	:	INFO	:	Epoch 1981 | loss: 0.0312329 | val_loss: 0.0312265 | Time: 3136.44 ms
[2021-04-12 23:01:50	                main:574]	:	INFO	:	Epoch 1982 | loss: 0.031234 | val_loss: 0.031231 | Time: 3138.05 ms
[2021-04-12 23:01:53	                main:574]	:	INFO	:	Epoch 1983 | loss: 0.0312312 | val_loss: 0.0312277 | Time: 3132.08 ms
[2021-04-12 23:01:56	                main:574]	:	INFO	:	Epoch 1984 | loss: 0.0312309 | val_loss: 0.0312269 | Time: 3143.78 ms
[2021-04-12 23:01:59	                main:574]	:	INFO	:	Epoch 1985 | loss: 0.031231 | val_loss: 0.0312262 | Time: 3386.13 ms
[2021-04-12 23:02:03	                main:574]	:	INFO	:	Epoch 1986 | loss: 0.03123 | val_loss: 0.0312265 | Time: 3156.63 ms
[2021-04-12 23:02:06	                main:574]	:	INFO	:	Epoch 1987 | loss: 0.0312305 | val_loss: 0.0312293 | Time: 3201.47 ms
[2021-04-12 23:02:09	                main:574]	:	INFO	:	Epoch 1988 | loss: 0.0312334 | val_loss: 0.0312271 | Time: 3257.61 ms
[2021-04-12 23:02:12	                main:574]	:	INFO	:	Epoch 1989 | loss: 0.0312308 | val_loss: 0.0312277 | Time: 3171.01 ms
[2021-04-12 23:02:16	                main:574]	:	INFO	:	Epoch 1990 | loss: 0.0312308 | val_loss: 0.0312266 | Time: 3158.56 ms
[2021-04-12 23:02:19	                main:574]	:	INFO	:	Epoch 1991 | loss: 0.0312304 | val_loss: 0.0312263 | Time: 3155.5 ms
[2021-04-12 23:02:22	                main:574]	:	INFO	:	Epoch 1992 | loss: 0.0312299 | val_loss: 0.0312275 | Time: 3169.36 ms
[2021-04-12 23:02:25	                main:574]	:	INFO	:	Epoch 1993 | loss: 0.0312324 | val_loss: 0.03123 | Time: 3138.7 ms
[2021-04-12 23:02:29	                main:574]	:	INFO	:	Epoch 1994 | loss: 0.0312306 | val_loss: 0.0312272 | Time: 3192.65 ms
[2021-04-12 23:02:32	                main:574]	:	INFO	:	Epoch 1995 | loss: 0.0312304 | val_loss: 0.0312261 | Time: 3146.62 ms
[2021-04-12 23:02:35	                main:574]	:	INFO	:	Epoch 1996 | loss: 0.0312299 | val_loss: 0.0312266 | Time: 3156.39 ms
[2021-04-12 23:02:38	                main:574]	:	INFO	:	Epoch 1997 | loss: 0.0312301 | val_loss: 0.0312268 | Time: 3139.99 ms
[2021-04-12 23:02:41	                main:574]	:	INFO	:	Epoch 1998 | loss: 0.0312302 | val_loss: 0.0312259 | Time: 3144.34 ms
[2021-04-12 23:02:45	                main:574]	:	INFO	:	Epoch 1999 | loss: 0.03123 | val_loss: 0.0312264 | Time: 3273.83 ms
[2021-04-12 23:02:48	                main:574]	:	INFO	:	Epoch 2000 | loss: 0.0312303 | val_loss: 0.0312266 | Time: 3110.02 ms
[2021-04-12 23:02:51	                main:574]	:	INFO	:	Epoch 2001 | loss: 0.0312296 | val_loss: 0.0312297 | Time: 3162.04 ms
[2021-04-12 23:02:54	                main:574]	:	INFO	:	Epoch 2002 | loss: 0.0312311 | val_loss: 0.0312271 | Time: 3128.78 ms
[2021-04-12 23:02:57	                main:574]	:	INFO	:	Epoch 2003 | loss: 0.031231 | val_loss: 0.03123 | Time: 3152.81 ms
[2021-04-12 23:03:01	                main:574]	:	INFO	:	Epoch 2004 | loss: 0.0312313 | val_loss: 0.0312286 | Time: 3165.24 ms
[2021-04-12 23:03:04	                main:574]	:	INFO	:	Epoch 2005 | loss: 0.0312324 | val_loss: 0.0312266 | Time: 3106.06 ms
[2021-04-12 23:03:07	                main:574]	:	INFO	:	Epoch 2006 | loss: 0.0312308 | val_loss: 0.0312298 | Time: 3145.14 ms
[2021-04-12 23:03:10	                main:574]	:	INFO	:	Epoch 2007 | loss: 0.0312319 | val_loss: 0.0312304 | Time: 3172.12 ms
[2021-04-12 23:03:13	                main:574]	:	INFO	:	Epoch 2008 | loss: 0.0312308 | val_loss: 0.0312265 | Time: 3153.97 ms
[2021-04-12 23:03:16	                main:574]	:	INFO	:	Epoch 2009 | loss: 0.0312296 | val_loss: 0.0312262 | Time: 3132.6 ms
[2021-04-12 23:03:20	                main:574]	:	INFO	:	Epoch 2010 | loss: 0.0312311 | val_loss: 0.0312282 | Time: 3123.15 ms
[2021-04-12 23:03:23	                main:574]	:	INFO	:	Epoch 2011 | loss: 0.0312316 | val_loss: 0.0312268 | Time: 3221.83 ms
[2021-04-12 23:03:26	                main:574]	:	INFO	:	Epoch 2012 | loss: 0.0312315 | val_loss: 0.0312265 | Time: 3148.41 ms
[2021-04-12 23:03:29	                main:574]	:	INFO	:	Epoch 2013 | loss: 0.0312299 | val_loss: 0.0312268 | Time: 3144.73 ms
[2021-04-12 23:03:32	                main:574]	:	INFO	:	Epoch 2014 | loss: 0.0312299 | val_loss: 0.0312261 | Time: 3140.83 ms
[2021-04-12 23:03:36	                main:574]	:	INFO	:	Epoch 2015 | loss: 0.0312303 | val_loss: 0.0312288 | Time: 3179.44 ms
[2021-04-12 23:03:39	                main:574]	:	INFO	:	Epoch 2016 | loss: 0.0312308 | val_loss: 0.0312272 | Time: 3156.41 ms
[2021-04-12 23:03:42	                main:574]	:	INFO	:	Epoch 2017 | loss: 0.0312304 | val_loss: 0.0312271 | Time: 3116.88 ms
[2021-04-12 23:03:45	                main:574]	:	INFO	:	Epoch 2018 | loss: 0.0312306 | val_loss: 0.0312267 | Time: 3132 ms
[2021-04-12 23:03:48	                main:574]	:	INFO	:	Epoch 2019 | loss: 0.031232 | val_loss: 0.0312264 | Time: 3145.09 ms
[2021-04-12 23:03:52	                main:574]	:	INFO	:	Epoch 2020 | loss: 0.0312319 | val_loss: 0.0312263 | Time: 3201.56 ms
[2021-04-12 23:03:55	                main:574]	:	INFO	:	Epoch 2021 | loss: 0.0312302 | val_loss: 0.0312272 | Time: 3173.82 ms
[2021-04-12 23:03:58	                main:574]	:	INFO	:	Epoch 2022 | loss: 0.0312304 | val_loss: 0.031228 | Time: 3161.38 ms
[2021-04-12 23:04:01	                main:574]	:	INFO	:	Epoch 2023 | loss: 0.031231 | val_loss: 0.0312271 | Time: 3155 ms
[2021-04-12 23:04:05	                main:574]	:	INFO	:	Epoch 2024 | loss: 0.0312303 | val_loss: 0.031226 | Time: 3189.19 ms
[2021-04-12 23:04:08	                main:574]	:	INFO	:	Epoch 2025 | loss: 0.0312314 | val_loss: 0.0312276 | Time: 3152.2 ms
[2021-04-12 23:04:11	                main:574]	:	INFO	:	Epoch 2026 | loss: 0.0312305 | val_loss: 0.0312301 | Time: 3157.02 ms
[2021-04-12 23:04:15	                main:574]	:	INFO	:	Epoch 2027 | loss: 0.031233 | val_loss: 0.0312271 | Time: 3946.92 ms
[2021-04-12 23:04:18	                main:574]	:	INFO	:	Epoch 2028 | loss: 0.0312318 | val_loss: 0.0312281 | Time: 3180.35 ms
[2021-04-12 23:04:22	                main:574]	:	INFO	:	Epoch 2029 | loss: 0.0312304 | val_loss: 0.0312274 | Time: 3194.62 ms
[2021-04-12 23:04:25	                main:574]	:	INFO	:	Epoch 2030 | loss: 0.0312324 | val_loss: 0.0312273 | Time: 3163.48 ms
[2021-04-12 23:04:28	                main:574]	:	INFO	:	Epoch 2031 | loss: 0.0312319 | val_loss: 0.0312273 | Time: 3130.43 ms
[2021-04-12 23:04:31	                main:574]	:	INFO	:	Epoch 2032 | loss: 0.0312313 | val_loss: 0.0312291 | Time: 3231.05 ms
[2021-04-12 23:04:35	                main:574]	:	INFO	:	Epoch 2033 | loss: 0.0312317 | val_loss: 0.0312303 | Time: 3295.6 ms
[2021-04-12 23:04:38	                main:574]	:	INFO	:	Epoch 2034 | loss: 0.0312322 | val_loss: 0.0312268 | Time: 3153.02 ms
[2021-04-12 23:04:41	                main:574]	:	INFO	:	Epoch 2035 | loss: 0.0312309 | val_loss: 0.0312261 | Time: 3206.01 ms
[2021-04-12 23:04:44	                main:574]	:	INFO	:	Epoch 2036 | loss: 0.0312328 | val_loss: 0.0312293 | Time: 3195.09 ms
[2021-04-12 23:04:48	                main:574]	:	INFO	:	Epoch 2037 | loss: 0.0312303 | val_loss: 0.031227 | Time: 3152.33 ms
[2021-04-12 23:04:51	                main:574]	:	INFO	:	Epoch 2038 | loss: 0.031231 | val_loss: 0.0312269 | Time: 3134.86 ms
[2021-04-12 23:04:54	                main:574]	:	INFO	:	Epoch 2039 | loss: 0.0312306 | val_loss: 0.0312295 | Time: 3145.01 ms
[2021-04-12 23:04:57	                main:574]	:	INFO	:	Epoch 2040 | loss: 0.0312313 | val_loss: 0.0312267 | Time: 3154.08 ms
[2021-04-12 23:05:00	                main:574]	:	INFO	:	Epoch 2041 | loss: 0.0312305 | val_loss: 0.0312267 | Time: 3148.46 ms
[2021-04-12 23:05:04	                main:574]	:	INFO	:	Epoch 2042 | loss: 0.03123 | val_loss: 0.0312292 | Time: 3413.59 ms
[2021-04-12 23:05:07	                main:574]	:	INFO	:	Epoch 2043 | loss: 0.0312309 | val_loss: 0.031226 | Time: 3206.04 ms
[2021-04-12 23:05:10	                main:574]	:	INFO	:	Epoch 2044 | loss: 0.03123 | val_loss: 0.0312275 | Time: 3146.9 ms
[2021-04-12 23:05:13	                main:574]	:	INFO	:	Epoch 2045 | loss: 0.0312304 | val_loss: 0.0312264 | Time: 3215.26 ms
[2021-04-12 23:05:17	                main:574]	:	INFO	:	Epoch 2046 | loss: 0.0312308 | val_loss: 0.0312294 | Time: 3158.21 ms
[2021-04-12 23:05:20	                main:574]	:	INFO	:	Epoch 2047 | loss: 0.0312311 | val_loss: 0.0312262 | Time: 3129.06 ms
[2021-04-12 23:05:23	                main:574]	:	INFO	:	Epoch 2048 | loss: 0.0312304 | val_loss: 0.0312263 | Time: 3226.71 ms
[2021-04-12 23:05:23	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0312263
[2021-04-12 23:05:23	                main:603]	:	INFO	:	Saving end state to config to file
[2021-04-12 23:05:23	                main:608]	:	INFO	:	Success, exiting..
23:05:23 (19892): 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)