Task 3295165

Name ParityModified-1605151389-8694-8_0
Workunit 1564795
Created 15 Dec 2020, 16:20:52 UTC
Sent 16 Dec 2020, 7:36:05 UTC
Report deadline 23 Dec 2020, 7:36:05 UTC
Received 16 Dec 2020, 10:47:41 UTC
Server state Over
Outcome Validate error
Client state Done
Exit status 0 (0x00000000)
Computer ID 157
Run time 1 hours 3 min 13 sec
CPU time 52 min 11 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 4,473.99 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>
    main:574]	:	INFO	:	Epoch 492 | loss: 0.0312042 | val_loss: 0.0312116 | Time: 3797.95 ms
[2020-12-16 03:15:22	                main:574]	:	INFO	:	Epoch 493 | loss: 0.0312064 | val_loss: 0.0312155 | Time: 3694.71 ms
[2020-12-16 03:15:25	                main:574]	:	INFO	:	Epoch 494 | loss: 0.0312071 | val_loss: 0.0312146 | Time: 3764.23 ms
[2020-12-16 03:15:29	                main:574]	:	INFO	:	Epoch 495 | loss: 0.0312059 | val_loss: 0.0312122 | Time: 3910.27 ms
[2020-12-16 03:15:33	                main:574]	:	INFO	:	Epoch 496 | loss: 0.0312065 | val_loss: 0.0312137 | Time: 3551.28 ms
[2020-12-16 03:15:37	                main:574]	:	INFO	:	Epoch 497 | loss: 0.0312073 | val_loss: 0.0312106 | Time: 3579.73 ms
[2020-12-16 03:15:40	                main:574]	:	INFO	:	Epoch 498 | loss: 0.0312083 | val_loss: 0.0312129 | Time: 3477.09 ms
[2020-12-16 03:15:44	                main:574]	:	INFO	:	Epoch 499 | loss: 0.0312123 | val_loss: 0.031214 | Time: 3621.51 ms
[2020-12-16 03:15:48	                main:574]	:	INFO	:	Epoch 500 | loss: 0.0312117 | val_loss: 0.0312152 | Time: 3615.94 ms
[2020-12-16 03:15:51	                main:574]	:	INFO	:	Epoch 501 | loss: 0.0312119 | val_loss: 0.0312143 | Time: 3575.92 ms
[2020-12-16 03:15:55	                main:574]	:	INFO	:	Epoch 502 | loss: 0.031213 | val_loss: 0.031215 | Time: 3630.78 ms
[2020-12-16 03:15:59	                main:574]	:	INFO	:	Epoch 503 | loss: 0.0312137 | val_loss: 0.0312157 | Time: 3721.05 ms
[2020-12-16 03:16:02	                main:574]	:	INFO	:	Epoch 504 | loss: 0.0312121 | val_loss: 0.0312144 | Time: 3563.16 ms
[2020-12-16 03:16:06	                main:574]	:	INFO	:	Epoch 505 | loss: 0.0312106 | val_loss: 0.0312137 | Time: 3616.56 ms
[2020-12-16 03:16:10	                main:574]	:	INFO	:	Epoch 506 | loss: 0.0312119 | val_loss: 0.0312143 | Time: 3559.37 ms
[2020-12-16 03:16:13	                main:574]	:	INFO	:	Epoch 507 | loss: 0.0312111 | val_loss: 0.0312141 | Time: 3583.05 ms
[2020-12-16 03:16:17	                main:574]	:	INFO	:	Epoch 508 | loss: 0.0312103 | val_loss: 0.031213 | Time: 3665.15 ms
[2020-12-16 03:16:21	                main:574]	:	INFO	:	Epoch 509 | loss: 0.0312101 | val_loss: 0.0312139 | Time: 3529.37 ms
[2020-12-16 03:16:24	                main:574]	:	INFO	:	Epoch 510 | loss: 0.0312089 | val_loss: 0.031213 | Time: 3580.12 ms
[2020-12-16 03:16:28	                main:574]	:	INFO	:	Epoch 511 | loss: 0.0312094 | val_loss: 0.0312133 | Time: 3629.49 ms
[2020-12-16 03:16:31	                main:574]	:	INFO	:	Epoch 512 | loss: 0.0312187 | val_loss: 0.0312395 | Time: 3526.61 ms
[2020-12-16 03:16:35	                main:574]	:	INFO	:	Epoch 513 | loss: 0.0312403 | val_loss: 0.0312402 | Time: 3682.96 ms
[2020-12-16 03:16:39	                main:574]	:	INFO	:	Epoch 514 | loss: 0.0312384 | val_loss: 0.0312366 | Time: 3565.6 ms
[2020-12-16 03:16:43	                main:574]	:	INFO	:	Epoch 515 | loss: 0.0312347 | val_loss: 0.0312338 | Time: 3604.11 ms
[2020-12-16 03:16:46	                main:574]	:	INFO	:	Epoch 516 | loss: 0.0312339 | val_loss: 0.0312334 | Time: 3520.35 ms
[2020-12-16 03:16:50	                main:574]	:	INFO	:	Epoch 517 | loss: 0.0312343 | val_loss: 0.0312433 | Time: 3650.7 ms
[2020-12-16 03:16:54	                main:574]	:	INFO	:	Epoch 518 | loss: 0.0312342 | val_loss: 0.0312308 | Time: 3778.63 ms
[2020-12-16 03:16:57	                main:574]	:	INFO	:	Epoch 519 | loss: 0.0312306 | val_loss: 0.0312306 | Time: 3667.83 ms
[2020-12-16 03:17:01	                main:574]	:	INFO	:	Epoch 520 | loss: 0.0312304 | val_loss: 0.0312305 | Time: 3507.41 ms
[2020-12-16 03:17:05	                main:574]	:	INFO	:	Epoch 521 | loss: 0.0312303 | val_loss: 0.0312305 | Time: 3531.55 ms
[2020-12-16 03:17:08	                main:574]	:	INFO	:	Epoch 522 | loss: 0.0312307 | val_loss: 0.0312317 | Time: 3613.86 ms
[2020-12-16 03:17:12	                main:574]	:	INFO	:	Epoch 523 | loss: 0.0312296 | val_loss: 0.03123 | Time: 3609.22 ms
[2020-12-16 03:17:16	                main:574]	:	INFO	:	Epoch 524 | loss: 0.0312291 | val_loss: 0.0312319 | Time: 3634.52 ms
[2020-12-16 03:17:19	                main:574]	:	INFO	:	Epoch 525 | loss: 0.03123 | val_loss: 0.0312308 | Time: 3649.18 ms
[2020-12-16 03:17:23	                main:574]	:	INFO	:	Epoch 526 | loss: 0.0312302 | val_loss: 0.0312338 | Time: 3506.92 ms
[2020-12-16 03:17:27	                main:574]	:	INFO	:	Epoch 527 | loss: 0.0312307 | val_loss: 0.0312299 | Time: 3689.64 ms
[2020-12-16 03:17:30	                main:574]	:	INFO	:	Epoch 528 | loss: 0.0312285 | val_loss: 0.0312301 | Time: 3485.75 ms
[2020-12-16 03:17:34	                main:574]	:	INFO	:	Epoch 529 | loss: 0.0312287 | val_loss: 0.0312295 | Time: 3552.78 ms
[2020-12-16 03:17:38	                main:574]	:	INFO	:	Epoch 530 | loss: 0.0312285 | val_loss: 0.0312298 | Time: 3754.99 ms
[2020-12-16 03:17:41	                main:574]	:	INFO	:	Epoch 531 | loss: 0.0312277 | val_loss: 0.03123 | Time: 3411.64 ms
[2020-12-16 03:17:45	                main:574]	:	INFO	:	Epoch 532 | loss: 0.0312281 | val_loss: 0.0312297 | Time: 3733.56 ms
[2020-12-16 03:17:48	                main:574]	:	INFO	:	Epoch 533 | loss: 0.031228 | val_loss: 0.0312299 | Time: 3616.93 ms
[2020-12-16 03:17:52	                main:574]	:	INFO	:	Epoch 534 | loss: 0.0312277 | val_loss: 0.0312293 | Time: 3546.77 ms
[2020-12-16 03:17:56	                main:574]	:	INFO	:	Epoch 535 | loss: 0.0312276 | val_loss: 0.0312293 | Time: 3668.78 ms
[2020-12-16 03:17:59	                main:574]	:	INFO	:	Epoch 536 | loss: 0.0312277 | val_loss: 0.0312299 | Time: 3602.09 ms
[2020-12-16 03:18:03	                main:574]	:	INFO	:	Epoch 537 | loss: 0.031228 | val_loss: 0.03123 | Time: 3445.69 ms
[2020-12-16 03:18:07	                main:574]	:	INFO	:	Epoch 538 | loss: 0.0312287 | val_loss: 0.0312298 | Time: 3737.86 ms
[2020-12-16 03:18:10	                main:574]	:	INFO	:	Epoch 539 | loss: 0.0312272 | val_loss: 0.0312286 | Time: 3452.57 ms
[2020-12-16 03:18:14	                main:574]	:	INFO	:	Epoch 540 | loss: 0.0312266 | val_loss: 0.0312285 | Time: 3634.71 ms
[2020-12-16 03:18:17	                main:574]	:	INFO	:	Epoch 541 | loss: 0.0312273 | val_loss: 0.031229 | Time: 3598.85 ms
[2020-12-16 03:18:21	                main:574]	:	INFO	:	Epoch 542 | loss: 0.0312277 | val_loss: 0.0312371 | Time: 3592.01 ms
[2020-12-16 03:18:25	                main:574]	:	INFO	:	Epoch 543 | loss: 0.0312362 | val_loss: 0.0312363 | Time: 3612.63 ms
[2020-12-16 03:18:28	                main:574]	:	INFO	:	Epoch 544 | loss: 0.0312316 | val_loss: 0.0312304 | Time: 3653.67 ms
[2020-12-16 03:18:32	                main:574]	:	INFO	:	Epoch 545 | loss: 0.0312282 | val_loss: 0.0312294 | Time: 3690 ms
[2020-12-16 03:18:36	                main:574]	:	INFO	:	Epoch 546 | loss: 0.0312285 | val_loss: 0.0312295 | Time: 3609.9 ms
[2020-12-16 03:18:40	                main:574]	:	INFO	:	Epoch 547 | loss: 0.0312288 | val_loss: 0.0312297 | Time: 3685.56 ms
[2020-12-16 03:18:43	                main:574]	:	INFO	:	Epoch 548 | loss: 0.031229 | val_loss: 0.0312301 | Time: 3658.82 ms
[2020-12-16 03:18:47	                main:574]	:	INFO	:	Epoch 549 | loss: 0.0312292 | val_loss: 0.0312296 | Time: 3604.56 ms
[2020-12-16 03:18:50	                main:574]	:	INFO	:	Epoch 550 | loss: 0.0312294 | val_loss: 0.0312307 | Time: 3535.08 ms
[2020-12-16 03:18:54	                main:574]	:	INFO	:	Epoch 551 | loss: 0.0312285 | val_loss: 0.0312304 | Time: 3651.18 ms
[2020-12-16 03:18:58	                main:574]	:	INFO	:	Epoch 552 | loss: 0.0312279 | val_loss: 0.0312301 | Time: 3657.87 ms
[2020-12-16 03:19:02	                main:574]	:	INFO	:	Epoch 553 | loss: 0.0312291 | val_loss: 0.031229 | Time: 3597.99 ms
[2020-12-16 03:19:06	                main:574]	:	INFO	:	Epoch 554 | loss: 0.0312281 | val_loss: 0.0312289 | Time: 4430.94 ms
[2020-12-16 03:19:10	                main:574]	:	INFO	:	Epoch 555 | loss: 0.0312282 | val_loss: 0.0312305 | Time: 3618.9 ms
[2020-12-16 03:19:14	                main:574]	:	INFO	:	Epoch 556 | loss: 0.0312274 | val_loss: 0.0312286 | Time: 3788.42 ms
[2020-12-16 03:19:17	                main:574]	:	INFO	:	Epoch 557 | loss: 0.031227 | val_loss: 0.031229 | Time: 3793.93 ms
[2020-12-16 03:19:21	                main:574]	:	INFO	:	Epoch 558 | loss: 0.0312269 | val_loss: 0.0312281 | Time: 3538.54 ms
[2020-12-16 03:19:25	                main:574]	:	INFO	:	Epoch 559 | loss: 0.0312267 | val_loss: 0.0312282 | Time: 3625.02 ms
[2020-12-16 03:19:29	                main:574]	:	INFO	:	Epoch 560 | loss: 0.0312272 | val_loss: 0.031228 | Time: 3656.68 ms
[2020-12-16 03:19:32	                main:574]	:	INFO	:	Epoch 561 | loss: 0.0312268 | val_loss: 0.0312285 | Time: 3587.85 ms
[2020-12-16 03:19:36	                main:574]	:	INFO	:	Epoch 562 | loss: 0.0312275 | val_loss: 0.0312297 | Time: 3738.19 ms
[2020-12-16 03:19:40	                main:574]	:	INFO	:	Epoch 563 | loss: 0.0312292 | val_loss: 0.0312296 | Time: 3600.95 ms
[2020-12-16 03:19:43	                main:574]	:	INFO	:	Epoch 564 | loss: 0.0312271 | val_loss: 0.031228 | Time: 3580.25 ms
[2020-12-16 03:19:47	                main:574]	:	INFO	:	Epoch 565 | loss: 0.031227 | val_loss: 0.0312305 | Time: 3585.78 ms
[2020-12-16 03:19:51	                main:574]	:	INFO	:	Epoch 566 | loss: 0.0312271 | val_loss: 0.0312292 | Time: 3610.65 ms
[2020-12-16 03:19:54	                main:574]	:	INFO	:	Epoch 567 | loss: 0.031227 | val_loss: 0.0312287 | Time: 3596.79 ms
[2020-12-16 03:19:58	                main:574]	:	INFO	:	Epoch 568 | loss: 0.0312262 | val_loss: 0.0312283 | Time: 3742.94 ms
[2020-12-16 03:20:02	                main:574]	:	INFO	:	Epoch 569 | loss: 0.0312266 | val_loss: 0.0312282 | Time: 3710.58 ms
[2020-12-16 03:20:06	                main:574]	:	INFO	:	Epoch 570 | loss: 0.0312267 | val_loss: 0.0312312 | Time: 3695.77 ms
[2020-12-16 03:20:09	                main:574]	:	INFO	:	Epoch 571 | loss: 0.0312271 | val_loss: 0.0312282 | Time: 3810.99 ms
[2020-12-16 03:20:13	                main:574]	:	INFO	:	Epoch 572 | loss: 0.0312267 | val_loss: 0.0312282 | Time: 3624.02 ms
[2020-12-16 03:20:17	                main:574]	:	INFO	:	Epoch 573 | loss: 0.0312274 | val_loss: 0.0312315 | Time: 3698.4 ms
[2020-12-16 03:20:20	                main:574]	:	INFO	:	Epoch 574 | loss: 0.0312266 | val_loss: 0.0312284 | Time: 3542.59 ms
[2020-12-16 03:20:24	                main:574]	:	INFO	:	Epoch 575 | loss: 0.0312264 | val_loss: 0.0312278 | Time: 3568.5 ms
[2020-12-16 03:20:28	                main:574]	:	INFO	:	Epoch 576 | loss: 0.0312261 | val_loss: 0.0312279 | Time: 3654.46 ms
[2020-12-16 03:20:32	                main:574]	:	INFO	:	Epoch 577 | loss: 0.0312261 | val_loss: 0.0312278 | Time: 3667.06 ms
[2020-12-16 03:20:35	                main:574]	:	INFO	:	Epoch 578 | loss: 0.0312259 | val_loss: 0.0312284 | Time: 3641.57 ms
[2020-12-16 03:20:39	                main:574]	:	INFO	:	Epoch 579 | loss: 0.0312262 | val_loss: 0.0312272 | Time: 3682.93 ms
[2020-12-16 03:20:43	                main:574]	:	INFO	:	Epoch 580 | loss: 0.031226 | val_loss: 0.0312313 | Time: 3536.53 ms
[2020-12-16 03:20:46	                main:574]	:	INFO	:	Epoch 581 | loss: 0.0312273 | val_loss: 0.0312305 | Time: 3645 ms
[2020-12-16 03:20:50	                main:574]	:	INFO	:	Epoch 582 | loss: 0.0312264 | val_loss: 0.0312275 | Time: 3517.09 ms
[2020-12-16 03:20:54	                main:574]	:	INFO	:	Epoch 583 | loss: 0.0312256 | val_loss: 0.0312282 | Time: 3733.55 ms
[2020-12-16 03:20:57	                main:574]	:	INFO	:	Epoch 584 | loss: 0.0312259 | val_loss: 0.0312308 | Time: 3592.04 ms
[2020-12-16 03:21:01	                main:574]	:	INFO	:	Epoch 585 | loss: 0.0312261 | val_loss: 0.0312277 | Time: 3502.8 ms
[2020-12-16 03:21:05	                main:574]	:	INFO	:	Epoch 586 | loss: 0.0312268 | val_loss: 0.0312277 | Time: 3684.31 ms
[2020-12-16 03:21:08	                main:574]	:	INFO	:	Epoch 587 | loss: 0.0312258 | val_loss: 0.0312268 | Time: 3676.69 ms
[2020-12-16 03:21:12	                main:574]	:	INFO	:	Epoch 588 | loss: 0.0312256 | val_loss: 0.0312269 | Time: 3553.63 ms
[2020-12-16 03:21:16	                main:574]	:	INFO	:	Epoch 589 | loss: 0.0312257 | val_loss: 0.0312266 | Time: 3790.85 ms
[2020-12-16 03:21:20	                main:574]	:	INFO	:	Epoch 590 | loss: 0.0312254 | val_loss: 0.0312267 | Time: 3577.62 ms
[2020-12-16 03:21:23	                main:574]	:	INFO	:	Epoch 591 | loss: 0.0312252 | val_loss: 0.0312269 | Time: 3499.01 ms
[2020-12-16 03:21:27	                main:574]	:	INFO	:	Epoch 592 | loss: 0.0312253 | val_loss: 0.0312267 | Time: 3741.95 ms
[2020-12-16 03:21:30	                main:574]	:	INFO	:	Epoch 593 | loss: 0.0312272 | val_loss: 0.0312344 | Time: 3480.07 ms
[2020-12-16 03:21:34	                main:574]	:	INFO	:	Epoch 594 | loss: 0.0312293 | val_loss: 0.0312269 | Time: 3658.28 ms
[2020-12-16 03:21:38	                main:574]	:	INFO	:	Epoch 595 | loss: 0.031227 | val_loss: 0.0312306 | Time: 3650.56 ms
[2020-12-16 03:21:41	                main:574]	:	INFO	:	Epoch 596 | loss: 0.0312279 | val_loss: 0.0312278 | Time: 3504.99 ms
[2020-12-16 03:21:45	                main:574]	:	INFO	:	Epoch 597 | loss: 0.0312266 | val_loss: 0.0312278 | Time: 3612.02 ms
[2020-12-16 03:21:49	                main:574]	:	INFO	:	Epoch 598 | loss: 0.0312261 | val_loss: 0.0312277 | Time: 3708.02 ms
[2020-12-16 03:21:53	                main:574]	:	INFO	:	Epoch 599 | loss: 0.0312261 | val_loss: 0.0312296 | Time: 3638.06 ms
[2020-12-16 03:21:56	                main:574]	:	INFO	:	Epoch 600 | loss: 0.0312265 | val_loss: 0.0312296 | Time: 3672.48 ms
[2020-12-16 03:22:00	                main:574]	:	INFO	:	Epoch 601 | loss: 0.0312261 | val_loss: 0.031227 | Time: 3608.06 ms
[2020-12-16 03:22:04	                main:574]	:	INFO	:	Epoch 602 | loss: 0.0312251 | val_loss: 0.0312265 | Time: 3614.6 ms
[2020-12-16 03:22:07	                main:574]	:	INFO	:	Epoch 603 | loss: 0.0312257 | val_loss: 0.0312267 | Time: 3528.07 ms
[2020-12-16 03:22:11	                main:574]	:	INFO	:	Epoch 604 | loss: 0.0312283 | val_loss: 0.0312309 | Time: 3532.71 ms
[2020-12-16 03:22:14	                main:574]	:	INFO	:	Epoch 605 | loss: 0.031227 | val_loss: 0.031227 | Time: 3595.84 ms
[2020-12-16 03:22:18	                main:574]	:	INFO	:	Epoch 606 | loss: 0.0312252 | val_loss: 0.0312282 | Time: 3704.48 ms
[2020-12-16 03:22:22	                main:574]	:	INFO	:	Epoch 607 | loss: 0.0312257 | val_loss: 0.0312267 | Time: 3632.36 ms
[2020-12-16 03:22:25	                main:574]	:	INFO	:	Epoch 608 | loss: 0.031226 | val_loss: 0.0312267 | Time: 3731.71 ms
[2020-12-16 03:22:29	                main:574]	:	INFO	:	Epoch 609 | loss: 0.0312253 | val_loss: 0.0312266 | Time: 3551.87 ms
[2020-12-16 03:22:33	                main:574]	:	INFO	:	Epoch 610 | loss: 0.031225 | val_loss: 0.0312265 | Time: 3569 ms
[2020-12-16 03:22:36	                main:574]	:	INFO	:	Epoch 611 | loss: 0.0312256 | val_loss: 0.0312267 | Time: 3661.23 ms
[2020-12-16 03:22:40	                main:574]	:	INFO	:	Epoch 612 | loss: 0.031225 | val_loss: 0.0312268 | Time: 3521.73 ms
[2020-12-16 03:22:44	                main:574]	:	INFO	:	Epoch 613 | loss: 0.0312261 | val_loss: 0.0312269 | Time: 3575.72 ms
[2020-12-16 03:22:47	                main:574]	:	INFO	:	Epoch 614 | loss: 0.0312254 | val_loss: 0.0312268 | Time: 3643.7 ms
[2020-12-16 03:22:51	                main:574]	:	INFO	:	Epoch 615 | loss: 0.0312248 | val_loss: 0.0312293 | Time: 3488.21 ms
[2020-12-16 03:22:55	                main:574]	:	INFO	:	Epoch 616 | loss: 0.0312254 | val_loss: 0.0312268 | Time: 3656.03 ms
[2020-12-16 03:22:58	                main:574]	:	INFO	:	Epoch 617 | loss: 0.0312251 | val_loss: 0.0312282 | Time: 3644.38 ms
[2020-12-16 03:23:02	                main:574]	:	INFO	:	Epoch 618 | loss: 0.0312256 | val_loss: 0.0312289 | Time: 3560.45 ms
[2020-12-16 03:23:06	                main:574]	:	INFO	:	Epoch 619 | loss: 0.0312259 | val_loss: 0.0312285 | Time: 3717.12 ms
[2020-12-16 03:23:09	                main:574]	:	INFO	:	Epoch 620 | loss: 0.0312263 | val_loss: 0.0312278 | Time: 3569.36 ms
[2020-12-16 03:23:13	                main:574]	:	INFO	:	Epoch 621 | loss: 0.0312257 | val_loss: 0.0312268 | Time: 3448.03 ms
[2020-12-16 03:23:17	                main:574]	:	INFO	:	Epoch 622 | loss: 0.0312251 | val_loss: 0.0312269 | Time: 3694.91 ms
[2020-12-16 03:23:20	                main:574]	:	INFO	:	Epoch 623 | loss: 0.0312252 | val_loss: 0.0312266 | Time: 3531.38 ms
[2020-12-16 03:23:24	                main:574]	:	INFO	:	Epoch 624 | loss: 0.031226 | val_loss: 0.0312277 | Time: 3645.75 ms
[2020-12-16 03:23:28	                main:574]	:	INFO	:	Epoch 625 | loss: 0.0312249 | val_loss: 0.0312275 | Time: 3744.65 ms
[2020-12-16 03:23:31	                main:574]	:	INFO	:	Epoch 626 | loss: 0.031225 | val_loss: 0.0312275 | Time: 3410.59 ms
[2020-12-16 03:23:35	                main:574]	:	INFO	:	Epoch 627 | loss: 0.0312253 | val_loss: 0.0312262 | Time: 3667.58 ms
[2020-12-16 03:23:38	                main:574]	:	INFO	:	Epoch 628 | loss: 0.0312258 | val_loss: 0.0312276 | Time: 3682.6 ms
[2020-12-16 03:23:42	                main:574]	:	INFO	:	Epoch 629 | loss: 0.0312256 | val_loss: 0.031228 | Time: 3648.3 ms
[2020-12-16 03:23:46	                main:574]	:	INFO	:	Epoch 630 | loss: 0.0312265 | val_loss: 0.0312282 | Time: 3589.87 ms
[2020-12-16 03:23:49	                main:574]	:	INFO	:	Epoch 631 | loss: 0.0312264 | val_loss: 0.0312288 | Time: 3667.45 ms
[2020-12-16 03:23:53	                main:574]	:	INFO	:	Epoch 632 | loss: 0.0312248 | val_loss: 0.0312268 | Time: 3608.57 ms
[2020-12-16 03:23:57	                main:574]	:	INFO	:	Epoch 633 | loss: 0.0312254 | val_loss: 0.0312264 | Time: 3681.57 ms
[2020-12-16 03:24:01	                main:574]	:	INFO	:	Epoch 634 | loss: 0.0312245 | val_loss: 0.0312264 | Time: 3557.41 ms
[2020-12-16 03:24:04	                main:574]	:	INFO	:	Epoch 635 | loss: 0.0312254 | val_loss: 0.0312272 | Time: 3809.34 ms
[2020-12-16 03:24:08	                main:574]	:	INFO	:	Epoch 636 | loss: 0.031225 | val_loss: 0.0312262 | Time: 3606.98 ms
[2020-12-16 03:24:12	                main:574]	:	INFO	:	Epoch 637 | loss: 0.0312248 | val_loss: 0.031226 | Time: 3883.24 ms
[2020-12-16 03:24:16	                main:574]	:	INFO	:	Epoch 638 | loss: 0.0312255 | val_loss: 0.0312261 | Time: 4350.58 ms
[2020-12-16 03:24:20	                main:574]	:	INFO	:	Epoch 639 | loss: 0.031225 | val_loss: 0.0312268 | Time: 3769.96 ms
[2020-12-16 03:24:24	                main:574]	:	INFO	:	Epoch 640 | loss: 0.0312251 | val_loss: 0.031227 | Time: 3731.7 ms
[2020-12-16 03:24:28	                main:574]	:	INFO	:	Epoch 641 | loss: 0.0312247 | val_loss: 0.0312264 | Time: 3886.95 ms
[2020-12-16 03:24:32	                main:574]	:	INFO	:	Epoch 642 | loss: 0.0312252 | val_loss: 0.0312262 | Time: 3636.39 ms
[2020-12-16 03:24:35	                main:574]	:	INFO	:	Epoch 643 | loss: 0.0312251 | val_loss: 0.0312261 | Time: 3582.77 ms
[2020-12-16 03:24:39	                main:574]	:	INFO	:	Epoch 644 | loss: 0.0312272 | val_loss: 0.0312299 | Time: 3648.41 ms
[2020-12-16 03:24:43	                main:574]	:	INFO	:	Epoch 645 | loss: 0.0312263 | val_loss: 0.0312259 | Time: 3571.13 ms
[2020-12-16 03:24:46	                main:574]	:	INFO	:	Epoch 646 | loss: 0.0312255 | val_loss: 0.0312274 | Time: 3564.68 ms
[2020-12-16 03:24:50	                main:574]	:	INFO	:	Epoch 647 | loss: 0.0312246 | val_loss: 0.0312266 | Time: 3592.04 ms
[2020-12-16 03:24:53	                main:574]	:	INFO	:	Epoch 648 | loss: 0.0312249 | val_loss: 0.0312262 | Time: 3580.74 ms
[2020-12-16 03:24:57	                main:574]	:	INFO	:	Epoch 649 | loss: 0.031225 | val_loss: 0.0312279 | Time: 3706.18 ms
[2020-12-16 03:25:01	                main:574]	:	INFO	:	Epoch 650 | loss: 0.0312254 | val_loss: 0.0312274 | Time: 3729.39 ms
[2020-12-16 03:25:05	                main:574]	:	INFO	:	Epoch 651 | loss: 0.0312247 | val_loss: 0.0312252 | Time: 3635.93 ms
[2020-12-16 03:25:08	                main:574]	:	INFO	:	Epoch 652 | loss: 0.031224 | val_loss: 0.0312251 | Time: 3532.09 ms
[2020-12-16 03:25:12	                main:574]	:	INFO	:	Epoch 653 | loss: 0.031225 | val_loss: 0.031226 | Time: 3663.3 ms
[2020-12-16 03:25:16	                main:574]	:	INFO	:	Epoch 654 | loss: 0.0312266 | val_loss: 0.0312259 | Time: 3711.2 ms
[2020-12-16 03:25:20	                main:574]	:	INFO	:	Epoch 655 | loss: 0.0312271 | val_loss: 0.031233 | Time: 3907.95 ms
[2020-12-16 03:25:24	                main:574]	:	INFO	:	Epoch 656 | loss: 0.0312259 | val_loss: 0.0312258 | Time: 3577.88 ms
[2020-12-16 03:25:27	                main:574]	:	INFO	:	Epoch 657 | loss: 0.0312242 | val_loss: 0.0312259 | Time: 3754.63 ms
[2020-12-16 03:25:31	                main:574]	:	INFO	:	Epoch 658 | loss: 0.0312239 | val_loss: 0.0312257 | Time: 3535.37 ms
[2020-12-16 03:25:35	                main:574]	:	INFO	:	Epoch 659 | loss: 0.0312245 | val_loss: 0.0312256 | Time: 3771.04 ms
[2020-12-16 03:25:38	                main:574]	:	INFO	:	Epoch 660 | loss: 0.0312237 | val_loss: 0.0312253 | Time: 3713.15 ms
[2020-12-16 03:25:42	                main:574]	:	INFO	:	Epoch 661 | loss: 0.0312239 | val_loss: 0.0312253 | Time: 3583.07 ms
[2020-12-16 03:25:46	                main:574]	:	INFO	:	Epoch 662 | loss: 0.0312236 | val_loss: 0.0312253 | Time: 3655.42 ms
[2020-12-16 03:25:50	                main:574]	:	INFO	:	Epoch 663 | loss: 0.031224 | val_loss: 0.0312259 | Time: 3657.26 ms
[2020-12-16 03:25:53	                main:574]	:	INFO	:	Epoch 664 | loss: 0.0312259 | val_loss: 0.0312258 | Time: 3514.99 ms
[2020-12-16 03:25:57	                main:574]	:	INFO	:	Epoch 665 | loss: 0.0312237 | val_loss: 0.0312281 | Time: 3661.25 ms
[2020-12-16 03:26:01	                main:574]	:	INFO	:	Epoch 666 | loss: 0.0312233 | val_loss: 0.0312261 | Time: 3602.88 ms
[2020-12-16 03:26:04	                main:574]	:	INFO	:	Epoch 667 | loss: 0.0312238 | val_loss: 0.0312261 | Time: 3716.01 ms
[2020-12-16 03:26:08	                main:574]	:	INFO	:	Epoch 668 | loss: 0.0312244 | val_loss: 0.0312289 | Time: 3639.83 ms
[2020-12-16 03:26:12	                main:574]	:	INFO	:	Epoch 669 | loss: 0.0312254 | val_loss: 0.0312258 | Time: 3500.2 ms
[2020-12-16 03:26:15	                main:574]	:	INFO	:	Epoch 670 | loss: 0.0312242 | val_loss: 0.0312256 | Time: 3617.36 ms
[2020-12-16 03:26:19	                main:574]	:	INFO	:	Epoch 671 | loss: 0.0312236 | val_loss: 0.0312262 | Time: 3650.84 ms
[2020-12-16 03:26:23	                main:574]	:	INFO	:	Epoch 672 | loss: 0.0312241 | val_loss: 0.0312257 | Time: 3598.96 ms
[2020-12-16 03:26:26	                main:574]	:	INFO	:	Epoch 673 | loss: 0.0312233 | val_loss: 0.0312253 | Time: 3628.66 ms
[2020-12-16 03:26:30	                main:574]	:	INFO	:	Epoch 674 | loss: 0.0312241 | val_loss: 0.0312262 | Time: 3617.38 ms
[2020-12-16 03:26:34	                main:574]	:	INFO	:	Epoch 675 | loss: 0.0312237 | val_loss: 0.0312257 | Time: 3562.24 ms
[2020-12-16 03:26:37	                main:574]	:	INFO	:	Epoch 676 | loss: 0.0312231 | val_loss: 0.0312287 | Time: 3583.11 ms
[2020-12-16 03:26:41	                main:574]	:	INFO	:	Epoch 677 | loss: 0.0312238 | val_loss: 0.0312261 | Time: 3570.23 ms
[2020-12-16 03:26:45	                main:574]	:	INFO	:	Epoch 678 | loss: 0.0312246 | val_loss: 0.0312253 | Time: 3766.99 ms
[2020-12-16 03:26:48	                main:574]	:	INFO	:	Epoch 679 | loss: 0.0312231 | val_loss: 0.0312253 | Time: 3693.53 ms
[2020-12-16 03:26:52	                main:574]	:	INFO	:	Epoch 680 | loss: 0.031223 | val_loss: 0.0312259 | Time: 3704.44 ms
[2020-12-16 03:26:56	                main:574]	:	INFO	:	Epoch 681 | loss: 0.0312231 | val_loss: 0.0312253 | Time: 3758.64 ms
[2020-12-16 03:26:59	                main:574]	:	INFO	:	Epoch 682 | loss: 0.0312232 | val_loss: 0.0312264 | Time: 3581.4 ms
[2020-12-16 03:27:03	                main:574]	:	INFO	:	Epoch 683 | loss: 0.0312229 | val_loss: 0.0312256 | Time: 3593.32 ms
[2020-12-16 03:27:07	                main:574]	:	INFO	:	Epoch 684 | loss: 0.0312232 | val_loss: 0.0312253 | Time: 3745.22 ms
[2020-12-16 03:27:11	                main:574]	:	INFO	:	Epoch 685 | loss: 0.0312263 | val_loss: 0.0312254 | Time: 3524.01 ms
[2020-12-16 03:27:14	                main:574]	:	INFO	:	Epoch 686 | loss: 0.0312245 | val_loss: 0.0312268 | Time: 3697.14 ms
[2020-12-16 03:27:18	                main:574]	:	INFO	:	Epoch 687 | loss: 0.0312234 | val_loss: 0.0312258 | Time: 3691.09 ms
[2020-12-16 03:27:22	                main:574]	:	INFO	:	Epoch 688 | loss: 0.0312247 | val_loss: 0.0312274 | Time: 3565.38 ms
[2020-12-16 03:27:25	                main:574]	:	INFO	:	Epoch 689 | loss: 0.031224 | val_loss: 0.0312253 | Time: 3658.31 ms
[2020-12-16 03:27:29	                main:574]	:	INFO	:	Epoch 690 | loss: 0.0312246 | val_loss: 0.0312256 | Time: 3684.08 ms
[2020-12-16 03:27:33	                main:574]	:	INFO	:	Epoch 691 | loss: 0.0312233 | val_loss: 0.0312255 | Time: 3474.93 ms
[2020-12-16 03:27:36	                main:574]	:	INFO	:	Epoch 692 | loss: 0.0312242 | val_loss: 0.03123 | Time: 3684.71 ms
[2020-12-16 03:27:40	                main:574]	:	INFO	:	Epoch 693 | loss: 0.0312262 | val_loss: 0.0312258 | Time: 3541.97 ms
[2020-12-16 03:27:43	                main:574]	:	INFO	:	Epoch 694 | loss: 0.0312234 | val_loss: 0.0312256 | Time: 3477.25 ms
[2020-12-16 03:27:47	                main:574]	:	INFO	:	Epoch 695 | loss: 0.0312234 | val_loss: 0.0312255 | Time: 3796.16 ms
[2020-12-16 03:27:51	                main:574]	:	INFO	:	Epoch 696 | loss: 0.0312236 | val_loss: 0.0312258 | Time: 3593.59 ms
[2020-12-16 03:27:55	                main:574]	:	INFO	:	Epoch 697 | loss: 0.0312241 | val_loss: 0.031226 | Time: 3738.2 ms
[2020-12-16 03:27:58	                main:574]	:	INFO	:	Epoch 698 | loss: 0.0312234 | val_loss: 0.0312275 | Time: 3684.49 ms
[2020-12-16 03:28:02	                main:574]	:	INFO	:	Epoch 699 | loss: 0.0312228 | val_loss: 0.0312255 | Time: 3573.69 ms
[2020-12-16 03:28:06	                main:574]	:	INFO	:	Epoch 700 | loss: 0.0312233 | val_loss: 0.0312278 | Time: 3841.9 ms
[2020-12-16 03:28:10	                main:574]	:	INFO	:	Epoch 701 | loss: 0.0312238 | val_loss: 0.031227 | Time: 3603.33 ms
[2020-12-16 03:28:13	                main:574]	:	INFO	:	Epoch 702 | loss: 0.0312237 | val_loss: 0.0312251 | Time: 3545.07 ms
[2020-12-16 03:28:17	                main:574]	:	INFO	:	Epoch 703 | loss: 0.0312228 | val_loss: 0.0312254 | Time: 3645.39 ms
[2020-12-16 03:28:20	                main:574]	:	INFO	:	Epoch 704 | loss: 0.0312233 | val_loss: 0.031225 | Time: 3483.9 ms
[2020-12-16 03:28:24	                main:574]	:	INFO	:	Epoch 705 | loss: 0.0312229 | val_loss: 0.0312272 | Time: 3629.86 ms
[2020-12-16 03:28:28	                main:574]	:	INFO	:	Epoch 706 | loss: 0.0312235 | val_loss: 0.0312252 | Time: 3737.4 ms
[2020-12-16 03:28:31	                main:574]	:	INFO	:	Epoch 707 | loss: 0.0312236 | val_loss: 0.0312263 | Time: 3529.53 ms
[2020-12-16 03:28:35	                main:574]	:	INFO	:	Epoch 708 | loss: 0.0312254 | val_loss: 0.0312266 | Time: 3672.24 ms
[2020-12-16 03:28:39	                main:574]	:	INFO	:	Epoch 709 | loss: 0.031226 | val_loss: 0.0312282 | Time: 3699.32 ms
[2020-12-16 03:28:43	                main:574]	:	INFO	:	Epoch 710 | loss: 0.0312256 | val_loss: 0.0312278 | Time: 3602.98 ms
[2020-12-16 03:28:46	                main:574]	:	INFO	:	Epoch 711 | loss: 0.0312253 | val_loss: 0.0312262 | Time: 3619.36 ms
[2020-12-16 03:28:50	                main:574]	:	INFO	:	Epoch 712 | loss: 0.0312245 | val_loss: 0.0312258 | Time: 3605.56 ms
[2020-12-16 03:28:54	                main:574]	:	INFO	:	Epoch 713 | loss: 0.0312239 | val_loss: 0.0312258 | Time: 3651.57 ms
[2020-12-16 03:28:57	                main:574]	:	INFO	:	Epoch 714 | loss: 0.0312266 | val_loss: 0.0312252 | Time: 3642.73 ms
[2020-12-16 03:29:01	                main:574]	:	INFO	:	Epoch 715 | loss: 0.0312257 | val_loss: 0.0312277 | Time: 3521.86 ms
[2020-12-16 03:29:04	                main:574]	:	INFO	:	Epoch 716 | loss: 0.0312245 | val_loss: 0.0312258 | Time: 3517.86 ms
[2020-12-16 03:29:08	                main:574]	:	INFO	:	Epoch 717 | loss: 0.0312258 | val_loss: 0.0312301 | Time: 3692.52 ms
[2020-12-16 03:29:12	                main:574]	:	INFO	:	Epoch 718 | loss: 0.0312264 | val_loss: 0.0312264 | Time: 3620.76 ms
[2020-12-16 03:29:15	                main:574]	:	INFO	:	Epoch 719 | loss: 0.0312276 | val_loss: 0.0312275 | Time: 3557.36 ms
[2020-12-16 03:29:19	                main:574]	:	INFO	:	Epoch 720 | loss: 0.0312278 | val_loss: 0.0312264 | Time: 3686.24 ms
[2020-12-16 03:29:23	                main:574]	:	INFO	:	Epoch 721 | loss: 0.0312255 | val_loss: 0.0312289 | Time: 3508.1 ms
[2020-12-16 03:29:27	                main:574]	:	INFO	:	Epoch 722 | loss: 0.0312249 | val_loss: 0.0312264 | Time: 4221.48 ms
[2020-12-16 03:29:31	                main:574]	:	INFO	:	Epoch 723 | loss: 0.0312249 | val_loss: 0.0312273 | Time: 3841.04 ms
[2020-12-16 03:29:35	                main:574]	:	INFO	:	Epoch 724 | loss: 0.0312257 | val_loss: 0.0312269 | Time: 3642.67 ms
[2020-12-16 03:29:38	                main:574]	:	INFO	:	Epoch 725 | loss: 0.0312289 | val_loss: 0.0312299 | Time: 3626.49 ms
[2020-12-16 03:29:42	                main:574]	:	INFO	:	Epoch 726 | loss: 0.0312256 | val_loss: 0.0312301 | Time: 3643.23 ms
[2020-12-16 03:29:46	                main:574]	:	INFO	:	Epoch 727 | loss: 0.0312243 | val_loss: 0.0312269 | Time: 3559.36 ms
[2020-12-16 03:29:50	                main:574]	:	INFO	:	Epoch 728 | loss: 0.0312236 | val_loss: 0.0312271 | Time: 3816.93 ms
[2020-12-16 03:29:54	                main:574]	:	INFO	:	Epoch 729 | loss: 0.0312241 | val_loss: 0.0312277 | Time: 4008.9 ms
[2020-12-16 03:29:57	                main:574]	:	INFO	:	Epoch 730 | loss: 0.0312243 | val_loss: 0.0312287 | Time: 3692.85 ms
[2020-12-16 03:30:01	                main:574]	:	INFO	:	Epoch 731 | loss: 0.031224 | val_loss: 0.0312275 | Time: 3763.71 ms
[2020-12-16 03:30:05	                main:574]	:	INFO	:	Epoch 732 | loss: 0.0312235 | val_loss: 0.0312266 | Time: 3463.41 ms
[2020-12-16 03:30:09	                main:574]	:	INFO	:	Epoch 733 | loss: 0.0312242 | val_loss: 0.0312277 | Time: 3879.63 ms
[2020-12-16 03:30:12	                main:574]	:	INFO	:	Epoch 734 | loss: 0.0312245 | val_loss: 0.0312295 | Time: 3598.59 ms
[2020-12-16 03:30:16	                main:574]	:	INFO	:	Epoch 735 | loss: 0.0312247 | val_loss: 0.031227 | Time: 3596.99 ms
[2020-12-16 03:30:20	                main:574]	:	INFO	:	Epoch 736 | loss: 0.0312244 | val_loss: 0.0312276 | Time: 4231.46 ms
[2020-12-16 03:30:24	                main:574]	:	INFO	:	Epoch 737 | loss: 0.0312237 | val_loss: 0.0312281 | Time: 3573.63 ms
[2020-12-16 03:30:27	                main:574]	:	INFO	:	Epoch 738 | loss: 0.0312256 | val_loss: 0.0312321 | Time: 3357.38 ms
[2020-12-16 03:30:31	                main:574]	:	INFO	:	Epoch 739 | loss: 0.0312256 | val_loss: 0.0312307 | Time: 3257.77 ms
[2020-12-16 03:30:34	                main:574]	:	INFO	:	Epoch 740 | loss: 0.0312261 | val_loss: 0.0312272 | Time: 3419.45 ms
[2020-12-16 03:30:38	                main:574]	:	INFO	:	Epoch 741 | loss: 0.0312244 | val_loss: 0.0312302 | Time: 3600.09 ms
[2020-12-16 03:30:42	                main:574]	:	INFO	:	Epoch 742 | loss: 0.031225 | val_loss: 0.0312289 | Time: 3635.2 ms
[2020-12-16 03:30:45	                main:574]	:	INFO	:	Epoch 743 | loss: 0.0312246 | val_loss: 0.0312269 | Time: 3329.52 ms
[2020-12-16 03:30:49	                main:574]	:	INFO	:	Epoch 744 | loss: 0.0312246 | val_loss: 0.0312285 | Time: 3577.75 ms
[2020-12-16 03:30:52	                main:574]	:	INFO	:	Epoch 745 | loss: 0.0312253 | val_loss: 0.0312279 | Time: 3480.61 ms
[2020-12-16 03:30:56	                main:574]	:	INFO	:	Epoch 746 | loss: 0.0312241 | val_loss: 0.0312272 | Time: 3543.67 ms
[2020-12-16 03:31:00	                main:574]	:	INFO	:	Epoch 747 | loss: 0.0312262 | val_loss: 0.0312282 | Time: 3514.54 ms
[2020-12-16 03:31:03	                main:574]	:	INFO	:	Epoch 748 | loss: 0.0312243 | val_loss: 0.031227 | Time: 3353.8 ms
[2020-12-16 03:31:07	                main:574]	:	INFO	:	Epoch 749 | loss: 0.0312243 | val_loss: 0.0312271 | Time: 3571.98 ms
[2020-12-16 03:31:11	                main:574]	:	INFO	:	Epoch 750 | loss: 0.0312238 | val_loss: 0.0312291 | Time: 4321.08 ms
[2020-12-16 03:31:14	                main:574]	:	INFO	:	Epoch 751 | loss: 0.0312242 | val_loss: 0.0312281 | Time: 3467.9 ms
[2020-12-16 03:31:18	                main:574]	:	INFO	:	Epoch 752 | loss: 0.0312246 | val_loss: 0.0312279 | Time: 3596.75 ms
[2020-12-16 03:31:22	                main:574]	:	INFO	:	Epoch 753 | loss: 0.0312242 | val_loss: 0.0312271 | Time: 3603.02 ms
[2020-12-16 03:31:25	                main:574]	:	INFO	:	Epoch 754 | loss: 0.0312242 | val_loss: 0.0312287 | Time: 3543.4 ms
[2020-12-16 03:31:29	                main:574]	:	INFO	:	Epoch 755 | loss: 0.0312247 | val_loss: 0.0312291 | Time: 3602.94 ms
[2020-12-16 03:31:33	                main:574]	:	INFO	:	Epoch 756 | loss: 0.0312244 | val_loss: 0.031227 | Time: 3541.1 ms
[2020-12-16 03:31:36	                main:574]	:	INFO	:	Epoch 757 | loss: 0.0312243 | val_loss: 0.0312275 | Time: 3565.7 ms
[2020-12-16 03:31:40	                main:574]	:	INFO	:	Epoch 758 | loss: 0.0312251 | val_loss: 0.0312278 | Time: 3542.73 ms
[2020-12-16 03:31:43	                main:574]	:	INFO	:	Epoch 759 | loss: 0.0312238 | val_loss: 0.0312265 | Time: 3512.19 ms
[2020-12-16 03:31:47	                main:574]	:	INFO	:	Epoch 760 | loss: 0.0312252 | val_loss: 0.0312268 | Time: 3619.04 ms
[2020-12-16 03:31:51	                main:574]	:	INFO	:	Epoch 761 | loss: 0.0312254 | val_loss: 0.0312268 | Time: 3539.61 ms
[2020-12-16 03:31:54	                main:574]	:	INFO	:	Epoch 762 | loss: 0.0312239 | val_loss: 0.0312263 | Time: 3409.54 ms
[2020-12-16 03:31:58	                main:574]	:	INFO	:	Epoch 763 | loss: 0.0312243 | val_loss: 0.0312272 | Time: 3551.04 ms
[2020-12-16 03:32:01	                main:574]	:	INFO	:	Epoch 764 | loss: 0.0312241 | val_loss: 0.0312269 | Time: 3500.01 ms
[2020-12-16 03:32:05	                main:574]	:	INFO	:	Epoch 765 | loss: 0.0312231 | val_loss: 0.0312265 | Time: 3468.58 ms
[2020-12-16 03:32:08	                main:574]	:	INFO	:	Epoch 766 | loss: 0.031225 | val_loss: 0.0312266 | Time: 3575.15 ms
[2020-12-16 03:32:12	                main:574]	:	INFO	:	Epoch 767 | loss: 0.0312236 | val_loss: 0.0312263 | Time: 3904.07 ms
[2020-12-16 03:32:16	                main:574]	:	INFO	:	Epoch 768 | loss: 0.0312247 | val_loss: 0.0312316 | Time: 3417.65 ms
[2020-12-16 03:32:19	                main:574]	:	INFO	:	Epoch 769 | loss: 0.0312264 | val_loss: 0.0312303 | Time: 3509.95 ms
[2020-12-16 03:32:23	                main:574]	:	INFO	:	Epoch 770 | loss: 0.0312279 | val_loss: 0.0312287 | Time: 3385.55 ms
[2020-12-16 03:32:26	                main:574]	:	INFO	:	Epoch 771 | loss: 0.0312296 | val_loss: 0.0312331 | Time: 3564.52 ms
[2020-12-16 03:32:30	                main:574]	:	INFO	:	Epoch 772 | loss: 0.0312273 | val_loss: 0.0312273 | Time: 3577.14 ms
[2020-12-16 03:32:33	                main:574]	:	INFO	:	Epoch 773 | loss: 0.0312309 | val_loss: 0.0312331 | Time: 3298.45 ms
[2020-12-16 03:32:37	                main:574]	:	INFO	:	Epoch 774 | loss: 0.031235 | val_loss: 0.0312335 | Time: 3568.03 ms
[2020-12-16 03:32:40	                main:574]	:	INFO	:	Epoch 775 | loss: 0.0312351 | val_loss: 0.0312322 | Time: 3500.75 ms
[2020-12-16 03:32:44	                main:574]	:	INFO	:	Epoch 776 | loss: 0.0312341 | val_loss: 0.0312364 | Time: 3295.77 ms
[2020-12-16 03:32:47	                main:574]	:	INFO	:	Epoch 777 | loss: 0.0312345 | val_loss: 0.0312324 | Time: 3545.15 ms
[2020-12-16 03:32:51	                main:574]	:	INFO	:	Epoch 778 | loss: 0.0312333 | val_loss: 0.0312308 | Time: 3583.03 ms
[2020-12-16 03:32:54	                main:574]	:	INFO	:	Epoch 779 | loss: 0.0312314 | val_loss: 0.0312311 | Time: 3383.72 ms
[2020-12-16 03:32:58	                main:574]	:	INFO	:	Epoch 780 | loss: 0.0312307 | val_loss: 0.0312305 | Time: 3496.36 ms
[2020-12-16 03:33:02	                main:574]	:	INFO	:	Epoch 781 | loss: 0.0312302 | val_loss: 0.031231 | Time: 3502.1 ms
[2020-12-16 03:33:05	                main:574]	:	INFO	:	Epoch 782 | loss: 0.0312298 | val_loss: 0.0312291 | Time: 3390.82 ms
[2020-12-16 03:33:09	                main:574]	:	INFO	:	Epoch 783 | loss: 0.0312295 | val_loss: 0.0312291 | Time: 3545.77 ms
[2020-12-16 03:33:12	                main:574]	:	INFO	:	Epoch 784 | loss: 0.0312296 | val_loss: 0.0312301 | Time: 3434.91 ms
[2020-12-16 03:33:15	                main:574]	:	INFO	:	Epoch 785 | loss: 0.0312293 | val_loss: 0.0312292 | Time: 3345.9 ms
[2020-12-16 03:33:19	                main:574]	:	INFO	:	Epoch 786 | loss: 0.0312281 | val_loss: 0.031229 | Time: 3533.9 ms
[2020-12-16 03:33:22	                main:574]	:	INFO	:	Epoch 787 | loss: 0.0312297 | val_loss: 0.0312291 | Time: 3431.88 ms
[2020-12-16 03:33:26	                main:574]	:	INFO	:	Epoch 788 | loss: 0.0312291 | val_loss: 0.0312289 | Time: 3403.37 ms
[2020-12-16 03:33:30	                main:574]	:	INFO	:	Epoch 789 | loss: nan | val_loss: nan | Time: 3650.89 ms
[2020-12-16 03:33:33	                main:574]	:	INFO	:	Epoch 790 | loss: nan | val_loss: nan | Time: 3334.91 ms
[2020-12-16 03:33:37	                main:574]	:	INFO	:	Epoch 791 | loss: nan | val_loss: nan | Time: 3455.06 ms
[2020-12-16 03:33:40	                main:574]	:	INFO	:	Epoch 792 | loss: nan | val_loss: nan | Time: 3491.76 ms
[2020-12-16 03:33:43	                main:574]	:	INFO	:	Epoch 793 | loss: nan | val_loss: nan | Time: 3318.96 ms
[2020-12-16 03:33:47	                main:574]	:	INFO	:	Epoch 794 | loss: nan | val_loss: nan | Time: 3570.4 ms
[2020-12-16 03:33:51	                main:574]	:	INFO	:	Epoch 795 | loss: nan | val_loss: nan | Time: 3489.98 ms
[2020-12-16 03:33:54	                main:574]	:	INFO	:	Epoch 796 | loss: nan | val_loss: nan | Time: 3387.3 ms
[2020-12-16 03:33:58	                main:574]	:	INFO	:	Epoch 797 | loss: nan | val_loss: nan | Time: 3617.76 ms
[2020-12-16 03:34:01	                main:574]	:	INFO	:	Epoch 798 | loss: nan | val_loss: nan | Time: 3585.42 ms
[2020-12-16 03:34:05	                main:574]	:	INFO	:	Epoch 799 | loss: nan | val_loss: nan | Time: 3382.32 ms
[2020-12-16 03:34:08	                main:574]	:	INFO	:	Epoch 800 | loss: nan | val_loss: nan | Time: 3567.3 ms
[2020-12-16 03:34:12	                main:574]	:	INFO	:	Epoch 801 | loss: nan | val_loss: nan | Time: 3587.79 ms
[2020-12-16 03:34:15	                main:574]	:	INFO	:	Epoch 802 | loss: nan | val_loss: nan | Time: 3324.96 ms
[2020-12-16 03:34:19	                main:574]	:	INFO	:	Epoch 803 | loss: nan | val_loss: nan | Time: 3620.81 ms
[2020-12-16 03:34:23	                main:574]	:	INFO	:	Epoch 804 | loss: nan | val_loss: nan | Time: 3420.44 ms
[2020-12-16 03:34:26	                main:574]	:	INFO	:	Epoch 805 | loss: nan | val_loss: nan | Time: 3408.48 ms
[2020-12-16 03:34:30	                main:574]	:	INFO	:	Epoch 806 | loss: nan | val_loss: nan | Time: 3498.92 ms
[2020-12-16 03:34:33	                main:574]	:	INFO	:	Epoch 807 | loss: nan | val_loss: nan | Time: 3349.14 ms
[2020-12-16 03:34:36	                main:574]	:	INFO	:	Epoch 808 | loss: nan | val_loss: nan | Time: 3250.07 ms
[2020-12-16 03:34:40	                main:574]	:	INFO	:	Epoch 809 | loss: nan | val_loss: nan | Time: 3694.17 ms
[2020-12-16 03:34:44	                main:574]	:	INFO	:	Epoch 810 | loss: nan | val_loss: nan | Time: 3664.2 ms
[2020-12-16 03:34:47	                main:574]	:	INFO	:	Epoch 811 | loss: nan | val_loss: nan | Time: 3415.87 ms
[2020-12-16 03:34:51	                main:574]	:	INFO	:	Epoch 812 | loss: nan | val_loss: nan | Time: 3503.75 ms
[2020-12-16 03:34:54	                main:574]	:	INFO	:	Epoch 813 | loss: nan | val_loss: nan | Time: 3559.09 ms
[2020-12-16 03:34:58	                main:574]	:	INFO	:	Epoch 814 | loss: nan | val_loss: nan | Time: 3342.52 ms
[2020-12-16 03:35:01	                main:574]	:	INFO	:	Epoch 815 | loss: nan | val_loss: nan | Time: 3559.04 ms
[2020-12-16 03:35:05	                main:574]	:	INFO	:	Epoch 816 | loss: nan | val_loss: nan | Time: 3360.78 ms
[2020-12-16 03:35:08	                main:574]	:	INFO	:	Epoch 817 | loss: nan | val_loss: nan | Time: 3480.65 ms
[2020-12-16 03:35:12	                main:574]	:	INFO	:	Epoch 818 | loss: nan | val_loss: nan | Time: 3593.19 ms
[2020-12-16 03:35:15	                main:574]	:	INFO	:	Epoch 819 | loss: nan | val_loss: nan | Time: 3454.99 ms
[2020-12-16 03:35:19	                main:574]	:	INFO	:	Epoch 820 | loss: nan | val_loss: nan | Time: 3487.48 ms
[2020-12-16 03:35:23	                main:574]	:	INFO	:	Epoch 821 | loss: nan | val_loss: nan | Time: 3496.59 ms
[2020-12-16 03:35:26	                main:574]	:	INFO	:	Epoch 822 | loss: nan | val_loss: nan | Time: 3430.67 ms
[2020-12-16 03:35:30	                main:574]	:	INFO	:	Epoch 823 | loss: nan | val_loss: nan | Time: 3543.98 ms
[2020-12-16 03:35:33	                main:574]	:	INFO	:	Epoch 824 | loss: nan | val_loss: nan | Time: 3540.97 ms
[2020-12-16 03:35:37	                main:574]	:	INFO	:	Epoch 825 | loss: nan | val_loss: nan | Time: 3405.74 ms
[2020-12-16 03:35:40	                main:574]	:	INFO	:	Epoch 826 | loss: nan | val_loss: nan | Time: 3484.1 ms
[2020-12-16 03:35:44	                main:574]	:	INFO	:	Epoch 827 | loss: nan | val_loss: nan | Time: 3588.96 ms
[2020-12-16 03:35:47	                main:574]	:	INFO	:	Epoch 828 | loss: nan | val_loss: nan | Time: 3375.85 ms
[2020-12-16 03:35:51	                main:574]	:	INFO	:	Epoch 829 | loss: nan | val_loss: nan | Time: 3493.72 ms
[2020-12-16 03:35:55	                main:574]	:	INFO	:	Epoch 830 | loss: nan | val_loss: nan | Time: 3487.05 ms
[2020-12-16 03:35:58	                main:574]	:	INFO	:	Epoch 831 | loss: nan | val_loss: nan | Time: 3476.36 ms
[2020-12-16 03:36:02	                main:574]	:	INFO	:	Epoch 832 | loss: nan | val_loss: nan | Time: 3529.36 ms
[2020-12-16 03:36:06	                main:574]	:	INFO	:	Epoch 833 | loss: nan | val_loss: nan | Time: 3946.6 ms
[2020-12-16 03:36:09	                main:574]	:	INFO	:	Epoch 834 | loss: nan | val_loss: nan | Time: 3418.33 ms
[2020-12-16 03:36:13	                main:574]	:	INFO	:	Epoch 835 | loss: nan | val_loss: nan | Time: 3517.68 ms
[2020-12-16 03:36:16	                main:574]	:	INFO	:	Epoch 836 | loss: nan | val_loss: nan | Time: 3407.8 ms
[2020-12-16 03:36:20	                main:574]	:	INFO	:	Epoch 837 | loss: nan | val_loss: nan | Time: 3467.36 ms
[2020-12-16 03:36:23	                main:574]	:	INFO	:	Epoch 838 | loss: nan | val_loss: nan | Time: 3439.09 ms
[2020-12-16 03:36:27	                main:574]	:	INFO	:	Epoch 839 | loss: nan | val_loss: nan | Time: 3367.38 ms
[2020-12-16 03:36:31	                main:574]	:	INFO	:	Epoch 840 | loss: nan | val_loss: nan | Time: 3933.77 ms
[2020-12-16 03:36:34	                main:574]	:	INFO	:	Epoch 841 | loss: nan | val_loss: nan | Time: 3689.56 ms
[2020-12-16 03:36:38	                main:574]	:	INFO	:	Epoch 842 | loss: nan | val_loss: nan | Time: 3478.24 ms
[2020-12-16 03:36:41	                main:574]	:	INFO	:	Epoch 843 | loss: nan | val_loss: nan | Time: 3489.06 ms
[2020-12-16 03:36:45	                main:574]	:	INFO	:	Epoch 844 | loss: nan | val_loss: nan | Time: 3558.81 ms
[2020-12-16 03:36:49	                main:574]	:	INFO	:	Epoch 845 | loss: nan | val_loss: nan | Time: 3398.2 ms
[2020-12-16 03:36:52	                main:574]	:	INFO	:	Epoch 846 | loss: nan | val_loss: nan | Time: 3553.38 ms
[2020-12-16 03:36:56	                main:574]	:	INFO	:	Epoch 847 | loss: nan | val_loss: nan | Time: 3481.88 ms
[2020-12-16 03:36:59	                main:574]	:	INFO	:	Epoch 848 | loss: nan | val_loss: nan | Time: 3451.65 ms
[2020-12-16 03:37:03	                main:574]	:	INFO	:	Epoch 849 | loss: nan | val_loss: nan | Time: 3564.96 ms
[2020-12-16 03:37:06	                main:574]	:	INFO	:	Epoch 850 | loss: nan | val_loss: nan | Time: 3452.03 ms
[2020-12-16 03:37:10	                main:574]	:	INFO	:	Epoch 851 | loss: nan | val_loss: nan | Time: 3461.77 ms
[2020-12-16 03:37:13	                main:574]	:	INFO	:	Epoch 852 | loss: nan | val_loss: nan | Time: 3491.91 ms
[2020-12-16 03:37:17	                main:574]	:	INFO	:	Epoch 853 | loss: nan | val_loss: nan | Time: 3348.82 ms
[2020-12-16 03:37:20	                main:574]	:	INFO	:	Epoch 854 | loss: nan | val_loss: nan | Time: 3486.07 ms
[2020-12-16 03:37:24	                main:574]	:	INFO	:	Epoch 855 | loss: nan | val_loss: nan | Time: 3573.52 ms
[2020-12-16 03:37:27	                main:574]	:	INFO	:	Epoch 856 | loss: nan | val_loss: nan | Time: 3339.33 ms
[2020-12-16 03:37:31	                main:574]	:	INFO	:	Epoch 857 | loss: nan | val_loss: nan | Time: 3531.59 ms
[2020-12-16 03:37:35	                main:574]	:	INFO	:	Epoch 858 | loss: nan | val_loss: nan | Time: 3743.69 ms
[2020-12-16 03:37:38	                main:574]	:	INFO	:	Epoch 859 | loss: nan | val_loss: nan | Time: 3768.23 ms
[2020-12-16 03:37:42	                main:574]	:	INFO	:	Epoch 860 | loss: nan | val_loss: nan | Time: 3528.93 ms
[2020-12-16 03:37:46	                main:574]	:	INFO	:	Epoch 861 | loss: nan | val_loss: nan | Time: 3542.85 ms
[2020-12-16 03:37:49	                main:574]	:	INFO	:	Epoch 862 | loss: nan | val_loss: nan | Time: 3368.61 ms
[2020-12-16 03:37:53	                main:574]	:	INFO	:	Epoch 863 | loss: nan | val_loss: nan | Time: 3509.41 ms
[2020-12-16 03:37:56	                main:574]	:	INFO	:	Epoch 864 | loss: nan | val_loss: nan | Time: 3493.52 ms
[2020-12-16 03:38:00	                main:574]	:	INFO	:	Epoch 865 | loss: nan | val_loss: nan | Time: 3353.64 ms
[2020-12-16 03:38:03	                main:574]	:	INFO	:	Epoch 866 | loss: nan | val_loss: nan | Time: 3587.07 ms
[2020-12-16 03:38:07	                main:574]	:	INFO	:	Epoch 867 | loss: nan | val_loss: nan | Time: 3365.25 ms
[2020-12-16 03:38:10	                main:574]	:	INFO	:	Epoch 868 | loss: nan | val_loss: nan | Time: 3423.82 ms
[2020-12-16 03:38:14	                main:574]	:	INFO	:	Epoch 869 | loss: nan | val_loss: nan | Time: 3575.42 ms
[2020-12-16 03:38:17	                main:574]	:	INFO	:	Epoch 870 | loss: nan | val_loss: nan | Time: 3303.2 ms
[2020-12-16 03:38:21	                main:574]	:	INFO	:	Epoch 871 | loss: nan | val_loss: nan | Time: 3613.08 ms
[2020-12-16 03:38:24	                main:574]	:	INFO	:	Epoch 872 | loss: nan | val_loss: nan | Time: 3491.7 ms
[2020-12-16 03:38:28	                main:574]	:	INFO	:	Epoch 873 | loss: nan | val_loss: nan | Time: 3420.37 ms
[2020-12-16 03:38:31	                main:574]	:	INFO	:	Epoch 874 | loss: nan | val_loss: nan | Time: 3535.47 ms
[2020-12-16 03:38:35	                main:574]	:	INFO	:	Epoch 875 | loss: nan | val_loss: nan | Time: 3598.61 ms
[2020-12-16 03:38:38	                main:574]	:	INFO	:	Epoch 876 | loss: nan | val_loss: nan | Time: 3363.12 ms
[2020-12-16 03:38:42	                main:574]	:	INFO	:	Epoch 877 | loss: nan | val_loss: nan | Time: 3492.31 ms
[2020-12-16 03:38:45	                main:574]	:	INFO	:	Epoch 878 | loss: nan | val_loss: nan | Time: 3546.92 ms
[2020-12-16 03:38:49	                main:574]	:	INFO	:	Epoch 879 | loss: nan | val_loss: nan | Time: 3382.27 ms
[2020-12-16 03:38:52	                main:574]	:	INFO	:	Epoch 880 | loss: nan | val_loss: nan | Time: 3543.84 ms
[2020-12-16 03:38:56	                main:574]	:	INFO	:	Epoch 881 | loss: nan | val_loss: nan | Time: 3640.21 ms
[2020-12-16 03:39:00	                main:574]	:	INFO	:	Epoch 882 | loss: nan | val_loss: nan | Time: 3397.12 ms
[2020-12-16 03:39:03	                main:574]	:	INFO	:	Epoch 883 | loss: nan | val_loss: nan | Time: 3537.4 ms
[2020-12-16 03:39:07	                main:574]	:	INFO	:	Epoch 884 | loss: nan | val_loss: nan | Time: 3401.78 ms
[2020-12-16 03:39:10	                main:574]	:	INFO	:	Epoch 885 | loss: nan | val_loss: nan | Time: 3464.69 ms
[2020-12-16 03:39:14	                main:574]	:	INFO	:	Epoch 886 | loss: nan | val_loss: nan | Time: 3579.58 ms
[2020-12-16 03:39:17	                main:574]	:	INFO	:	Epoch 887 | loss: nan | val_loss: nan | Time: 3296.15 ms
[2020-12-16 03:39:21	                main:574]	:	INFO	:	Epoch 888 | loss: nan | val_loss: nan | Time: 3510.11 ms
[2020-12-16 03:39:24	                main:574]	:	INFO	:	Epoch 889 | loss: nan | val_loss: nan | Time: 3623.5 ms
[2020-12-16 03:39:28	                main:574]	:	INFO	:	Epoch 890 | loss: nan | val_loss: nan | Time: 3391.88 ms
[2020-12-16 03:39:31	                main:574]	:	INFO	:	Epoch 891 | loss: nan | val_loss: nan | Time: 3453.46 ms
[2020-12-16 03:39:35	                main:574]	:	INFO	:	Epoch 892 | loss: nan | val_loss: nan | Time: 3564.36 ms
[2020-12-16 03:39:38	                main:574]	:	INFO	:	Epoch 893 | loss: nan | val_loss: nan | Time: 3295.41 ms
[2020-12-16 03:39:42	                main:574]	:	INFO	:	Epoch 894 | loss: nan | val_loss: nan | Time: 3495.91 ms
[2020-12-16 03:39:46	                main:574]	:	INFO	:	Epoch 895 | loss: nan | val_loss: nan | Time: 3624.73 ms
[2020-12-16 03:39:49	                main:574]	:	INFO	:	Epoch 896 | loss: nan | val_loss: nan | Time: 3702.47 ms
[2020-12-16 03:39:53	                main:574]	:	INFO	:	Epoch 897 | loss: nan | val_loss: nan | Time: 3664.25 ms
[2020-12-16 03:39:57	                main:574]	:	INFO	:	Epoch 898 | loss: nan | val_loss: nan | Time: 3596.37 ms
[2020-12-16 03:40:00	                main:574]	:	INFO	:	Epoch 899 | loss: nan | val_loss: nan | Time: 3412.36 ms
[2020-12-16 03:40:04	                main:574]	:	INFO	:	Epoch 900 | loss: nan | val_loss: nan | Time: 3561.79 ms
[2020-12-16 03:40:07	                main:574]	:	INFO	:	Epoch 901 | loss: nan | val_loss: nan | Time: 3510.8 ms
[2020-12-16 03:40:11	                main:574]	:	INFO	:	Epoch 902 | loss: nan | val_loss: nan | Time: 3332.52 ms
[2020-12-16 03:40:14	                main:574]	:	INFO	:	Epoch 903 | loss: nan | val_loss: nan | Time: 3481.73 ms
[2020-12-16 03:40:18	                main:574]	:	INFO	:	Epoch 904 | loss: nan | val_loss: nan | Time: 3543.78 ms
[2020-12-16 03:40:21	                main:574]	:	INFO	:	Epoch 905 | loss: nan | val_loss: nan | Time: 3427.92 ms
[2020-12-16 03:40:25	                main:574]	:	INFO	:	Epoch 906 | loss: nan | val_loss: nan | Time: 3490.36 ms
[2020-12-16 03:40:28	                main:574]	:	INFO	:	Epoch 907 | loss: nan | val_loss: nan | Time: 3577.29 ms
[2020-12-16 03:40:32	                main:574]	:	INFO	:	Epoch 908 | loss: nan | val_loss: nan | Time: 3401.53 ms
[2020-12-16 03:40:35	                main:574]	:	INFO	:	Epoch 909 | loss: nan | val_loss: nan | Time: 3544.6 ms
[2020-12-16 03:40:39	                main:574]	:	INFO	:	Epoch 910 | loss: nan | val_loss: nan | Time: 3322.14 ms
[2020-12-16 03:40:42	                main:574]	:	INFO	:	Epoch 911 | loss: nan | val_loss: nan | Time: 3424.58 ms
[2020-12-16 03:40:46	                main:574]	:	INFO	:	Epoch 912 | loss: nan | val_loss: nan | Time: 3530.54 ms
[2020-12-16 03:40:49	                main:574]	:	INFO	:	Epoch 913 | loss: nan | val_loss: nan | Time: 3256.55 ms
[2020-12-16 03:40:53	                main:574]	:	INFO	:	Epoch 914 | loss: nan | val_loss: nan | Time: 3599.15 ms
[2020-12-16 03:40:56	                main:574]	:	INFO	:	Epoch 915 | loss: nan | val_loss: nan | Time: 3512.02 ms
[2020-12-16 03:41:00	                main:574]	:	INFO	:	Epoch 916 | loss: nan | val_loss: nan | Time: 3398.85 ms
[2020-12-16 03:41:03	                main:574]	:	INFO	:	Epoch 917 | loss: nan | val_loss: nan | Time: 3616.99 ms
[2020-12-16 03:41:07	                main:574]	:	INFO	:	Epoch 918 | loss: nan | val_loss: nan | Time: 3503.08 ms
[2020-12-16 03:41:10	                main:574]	:	INFO	:	Epoch 919 | loss: nan | val_loss: nan | Time: 3358.55 ms
[2020-12-16 03:41:14	                main:574]	:	INFO	:	Epoch 920 | loss: nan | val_loss: nan | Time: 3563.93 ms
[2020-12-16 03:41:18	                main:574]	:	INFO	:	Epoch 921 | loss: nan | val_loss: nan | Time: 3631.45 ms
[2020-12-16 03:41:21	                main:574]	:	INFO	:	Epoch 922 | loss: nan | val_loss: nan | Time: 3349.66 ms
[2020-12-16 03:41:25	                main:574]	:	INFO	:	Epoch 923 | loss: nan | val_loss: nan | Time: 3502.12 ms
[2020-12-16 03:41:28	                main:574]	:	INFO	:	Epoch 924 | loss: nan | val_loss: nan | Time: 3522.63 ms
[2020-12-16 03:41:32	                main:574]	:	INFO	:	Epoch 925 | loss: nan | val_loss: nan | Time: 3434.86 ms
[2020-12-16 03:41:35	                main:574]	:	INFO	:	Epoch 926 | loss: nan | val_loss: nan | Time: 3469.31 ms
[2020-12-16 03:41:39	                main:574]	:	INFO	:	Epoch 927 | loss: nan | val_loss: nan | Time: 3446.99 ms
[2020-12-16 03:41:42	                main:574]	:	INFO	:	Epoch 928 | loss: nan | val_loss: nan | Time: 3434.21 ms
[2020-12-16 03:41:46	                main:574]	:	INFO	:	Epoch 929 | loss: nan | val_loss: nan | Time: 3564.4 ms
[2020-12-16 03:41:49	                main:574]	:	INFO	:	Epoch 930 | loss: nan | val_loss: nan | Time: 3358.04 ms
[2020-12-16 03:41:53	                main:574]	:	INFO	:	Epoch 931 | loss: nan | val_loss: nan | Time: 3426 ms
[2020-12-16 03:41:56	                main:574]	:	INFO	:	Epoch 932 | loss: nan | val_loss: nan | Time: 3582.72 ms
[2020-12-16 03:42:00	                main:574]	:	INFO	:	Epoch 933 | loss: nan | val_loss: nan | Time: 3395.72 ms
[2020-12-16 03:42:03	                main:574]	:	INFO	:	Epoch 934 | loss: nan | val_loss: nan | Time: 3528.93 ms
[2020-12-16 03:42:07	                main:574]	:	INFO	:	Epoch 935 | loss: nan | val_loss: nan | Time: 3565.61 ms
[2020-12-16 03:42:11	                main:574]	:	INFO	:	Epoch 936 | loss: nan | val_loss: nan | Time: 3402.82 ms
[2020-12-16 03:42:14	                main:574]	:	INFO	:	Epoch 937 | loss: nan | val_loss: nan | Time: 3580.44 ms
[2020-12-16 03:42:18	                main:574]	:	INFO	:	Epoch 938 | loss: nan | val_loss: nan | Time: 3525.55 ms
[2020-12-16 03:42:21	                main:574]	:	INFO	:	Epoch 939 | loss: nan | val_loss: nan | Time: 3354.05 ms
[2020-12-16 03:42:25	                main:574]	:	INFO	:	Epoch 940 | loss: nan | val_loss: nan | Time: 3615.11 ms
[2020-12-16 03:42:28	                main:574]	:	INFO	:	Epoch 941 | loss: nan | val_loss: nan | Time: 3481.41 ms
[2020-12-16 03:42:32	                main:574]	:	INFO	:	Epoch 942 | loss: nan | val_loss: nan | Time: 3382.28 ms
[2020-12-16 03:42:35	                main:574]	:	INFO	:	Epoch 943 | loss: nan | val_loss: nan | Time: 3514.04 ms
[2020-12-16 03:42:39	                main:574]	:	INFO	:	Epoch 944 | loss: nan | val_loss: nan | Time: 3381.22 ms
[2020-12-16 03:42:42	                main:574]	:	INFO	:	Epoch 945 | loss: nan | val_loss: nan | Time: 3446.84 ms
[2020-12-16 03:42:46	                main:574]	:	INFO	:	Epoch 946 | loss: nan | val_loss: nan | Time: 3520.22 ms
[2020-12-16 03:42:50	                main:574]	:	INFO	:	Epoch 947 | loss: nan | val_loss: nan | Time: 3436.72 ms
[2020-12-16 03:42:53	                main:574]	:	INFO	:	Epoch 948 | loss: nan | val_loss: nan | Time: 3558.35 ms
[2020-12-16 03:42:57	                main:574]	:	INFO	:	Epoch 949 | loss: nan | val_loss: nan | Time: 3591.52 ms
[2020-12-16 03:43:00	                main:574]	:	INFO	:	Epoch 950 | loss: nan | val_loss: nan | Time: 3388.81 ms
[2020-12-16 03:43:04	                main:574]	:	INFO	:	Epoch 951 | loss: nan | val_loss: nan | Time: 3520.16 ms
[2020-12-16 03:43:07	                main:574]	:	INFO	:	Epoch 952 | loss: nan | val_loss: nan | Time: 3475.65 ms
[2020-12-16 03:43:11	                main:574]	:	INFO	:	Epoch 953 | loss: nan | val_loss: nan | Time: 3420.24 ms
[2020-12-16 03:43:14	                main:574]	:	INFO	:	Epoch 954 | loss: nan | val_loss: nan | Time: 3593.73 ms
[2020-12-16 03:43:18	                main:574]	:	INFO	:	Epoch 955 | loss: nan | val_loss: nan | Time: 3497.2 ms
[2020-12-16 03:43:21	                main:574]	:	INFO	:	Epoch 956 | loss: nan | val_loss: nan | Time: 3372.3 ms
[2020-12-16 03:43:25	                main:574]	:	INFO	:	Epoch 957 | loss: nan | val_loss: nan | Time: 3562.49 ms
[2020-12-16 03:43:29	                main:574]	:	INFO	:	Epoch 958 | loss: nan | val_loss: nan | Time: 3468.75 ms
[2020-12-16 03:43:32	                main:574]	:	INFO	:	Epoch 959 | loss: nan | val_loss: nan | Time: 3358.52 ms
[2020-12-16 03:43:35	                main:574]	:	INFO	:	Epoch 960 | loss: nan | val_loss: nan | Time: 3551.4 ms
[2020-12-16 03:43:39	                main:574]	:	INFO	:	Epoch 961 | loss: nan | val_loss: nan | Time: 3404.68 ms
[2020-12-16 03:43:43	                main:574]	:	INFO	:	Epoch 962 | loss: nan | val_loss: nan | Time: 3548.19 ms
[2020-12-16 03:43:46	                main:574]	:	INFO	:	Epoch 963 | loss: nan | val_loss: nan | Time: 3452.49 ms
[2020-12-16 03:43:49	                main:574]	:	INFO	:	Epoch 964 | loss: nan | val_loss: nan | Time: 3333.57 ms
[2020-12-16 03:43:53	                main:574]	:	INFO	:	Epoch 965 | loss: nan | val_loss: nan | Time: 3486.97 ms
[2020-12-16 03:43:57	                main:574]	:	INFO	:	Epoch 966 | loss: nan | val_loss: nan | Time: 3607.36 ms
[2020-12-16 03:44:00	                main:574]	:	INFO	:	Epoch 967 | loss: nan | val_loss: nan | Time: 3351.32 ms
[2020-12-16 03:44:04	                main:574]	:	INFO	:	Epoch 968 | loss: nan | val_loss: nan | Time: 3559.46 ms
[2020-12-16 03:44:07	                main:574]	:	INFO	:	Epoch 969 | loss: nan | val_loss: nan | Time: 3525.78 ms
[2020-12-16 03:44:11	                main:574]	:	INFO	:	Epoch 970 | loss: nan | val_loss: nan | Time: 3416.99 ms
[2020-12-16 03:44:14	                main:574]	:	INFO	:	Epoch 971 | loss: nan | val_loss: nan | Time: 3487.11 ms
[2020-12-16 03:44:18	                main:574]	:	INFO	:	Epoch 972 | loss: nan | val_loss: nan | Time: 3592.03 ms
[2020-12-16 03:44:21	                main:574]	:	INFO	:	Epoch 973 | loss: nan | val_loss: nan | Time: 3340.91 ms
[2020-12-16 03:44:25	                main:574]	:	INFO	:	Epoch 974 | loss: nan | val_loss: nan | Time: 3541.84 ms
[2020-12-16 03:44:28	                main:574]	:	INFO	:	Epoch 975 | loss: nan | val_loss: nan | Time: 3456.55 ms
[2020-12-16 03:44:32	                main:574]	:	INFO	:	Epoch 976 | loss: nan | val_loss: nan | Time: 3356.4 ms
[2020-12-16 03:44:35	                main:574]	:	INFO	:	Epoch 977 | loss: nan | val_loss: nan | Time: 3525.15 ms
[2020-12-16 03:44:39	                main:574]	:	INFO	:	Epoch 978 | loss: nan | val_loss: nan | Time: 3410.65 ms
[2020-12-16 03:44:42	                main:574]	:	INFO	:	Epoch 979 | loss: nan | val_loss: nan | Time: 3414.39 ms
[2020-12-16 03:44:46	                main:574]	:	INFO	:	Epoch 980 | loss: nan | val_loss: nan | Time: 3524.61 ms
[2020-12-16 03:44:49	                main:574]	:	INFO	:	Epoch 981 | loss: nan | val_loss: nan | Time: 3377.42 ms
[2020-12-16 03:44:53	                main:574]	:	INFO	:	Epoch 982 | loss: nan | val_loss: nan | Time: 3548.44 ms
[2020-12-16 03:44:57	                main:574]	:	INFO	:	Epoch 983 | loss: nan | val_loss: nan | Time: 4087.57 ms
[2020-12-16 03:45:01	                main:574]	:	INFO	:	Epoch 984 | loss: nan | val_loss: nan | Time: 3893.56 ms
[2020-12-16 03:45:05	                main:574]	:	INFO	:	Epoch 985 | loss: nan | val_loss: nan | Time: 3537.01 ms
[2020-12-16 03:45:08	                main:574]	:	INFO	:	Epoch 986 | loss: nan | val_loss: nan | Time: 3741.08 ms
[2020-12-16 03:45:12	                main:574]	:	INFO	:	Epoch 987 | loss: nan | val_loss: nan | Time: 3578.34 ms
[2020-12-16 03:45:16	                main:574]	:	INFO	:	Epoch 988 | loss: nan | val_loss: nan | Time: 3550.21 ms
[2020-12-16 03:45:20	                main:574]	:	INFO	:	Epoch 989 | loss: nan | val_loss: nan | Time: 3813.89 ms
[2020-12-16 03:45:23	                main:574]	:	INFO	:	Epoch 990 | loss: nan | val_loss: nan | Time: 3629.73 ms
[2020-12-16 03:45:27	                main:574]	:	INFO	:	Epoch 991 | loss: nan | val_loss: nan | Time: 3602.56 ms
[2020-12-16 03:45:31	                main:574]	:	INFO	:	Epoch 992 | loss: nan | val_loss: nan | Time: 3882.58 ms
[2020-12-16 03:45:34	                main:574]	:	INFO	:	Epoch 993 | loss: nan | val_loss: nan | Time: 3329.22 ms
[2020-12-16 03:45:38	                main:574]	:	INFO	:	Epoch 994 | loss: nan | val_loss: nan | Time: 3941.79 ms
[2020-12-16 03:45:42	                main:574]	:	INFO	:	Epoch 995 | loss: nan | val_loss: nan | Time: 3692.52 ms
[2020-12-16 03:45:46	                main:574]	:	INFO	:	Epoch 996 | loss: nan | val_loss: nan | Time: 3541.49 ms
[2020-12-16 03:45:50	                main:574]	:	INFO	:	Epoch 997 | loss: nan | val_loss: nan | Time: 3987.18 ms
[2020-12-16 03:45:53	                main:574]	:	INFO	:	Epoch 998 | loss: nan | val_loss: nan | Time: 3506.89 ms
[2020-12-16 03:45:57	                main:574]	:	INFO	:	Epoch 999 | loss: nan | val_loss: nan | Time: 3523.82 ms
[2020-12-16 03:46:01	                main:574]	:	INFO	:	Epoch 1000 | loss: nan | val_loss: nan | Time: 3948.55 ms
[2020-12-16 03:46:04	                main:574]	:	INFO	:	Epoch 1001 | loss: nan | val_loss: nan | Time: 3517.3 ms
[2020-12-16 03:46:08	                main:574]	:	INFO	:	Epoch 1002 | loss: nan | val_loss: nan | Time: 3568.55 ms
[2020-12-16 03:46:12	                main:574]	:	INFO	:	Epoch 1003 | loss: nan | val_loss: nan | Time: 3613.73 ms
[2020-12-16 03:46:15	                main:574]	:	INFO	:	Epoch 1004 | loss: nan | val_loss: nan | Time: 3347.38 ms
[2020-12-16 03:46:19	                main:574]	:	INFO	:	Epoch 1005 | loss: nan | val_loss: nan | Time: 3533.59 ms
[2020-12-16 03:46:22	                main:574]	:	INFO	:	Epoch 1006 | loss: nan | val_loss: nan | Time: 3522.36 ms
[2020-12-16 03:46:26	                main:574]	:	INFO	:	Epoch 1007 | loss: nan | val_loss: nan | Time: 3463.35 ms
[2020-12-16 03:46:29	                main:574]	:	INFO	:	Epoch 1008 | loss: nan | val_loss: nan | Time: 3559.97 ms
[2020-12-16 03:46:33	                main:574]	:	INFO	:	Epoch 1009 | loss: nan | val_loss: nan | Time: 3341.73 ms
[2020-12-16 03:46:36	                main:574]	:	INFO	:	Epoch 1010 | loss: nan | val_loss: nan | Time: 3453.93 ms
[2020-12-16 03:46:40	                main:574]	:	INFO	:	Epoch 1011 | loss: nan | val_loss: nan | Time: 3528.62 ms
[2020-12-16 03:46:43	                main:574]	:	INFO	:	Epoch 1012 | loss: nan | val_loss: nan | Time: 3292.47 ms
[2020-12-16 03:46:47	                main:574]	:	INFO	:	Epoch 1013 | loss: nan | val_loss: nan | Time: 3562.31 ms
[2020-12-16 03:46:50	                main:574]	:	INFO	:	Epoch 1014 | loss: nan | val_loss: nan | Time: 3512.1 ms
[2020-12-16 03:46:54	                main:574]	:	INFO	:	Epoch 1015 | loss: nan | val_loss: nan | Time: 3434.39 ms
[2020-12-16 03:46:57	                main:574]	:	INFO	:	Epoch 1016 | loss: nan | val_loss: nan | Time: 3491.41 ms
[2020-12-16 03:47:01	                main:574]	:	INFO	:	Epoch 1017 | loss: nan | val_loss: nan | Time: 3515.99 ms
[2020-12-16 03:47:04	                main:574]	:	INFO	:	Epoch 1018 | loss: nan | val_loss: nan | Time: 3419.01 ms
[2020-12-16 03:47:08	                main:574]	:	INFO	:	Epoch 1019 | loss: nan | val_loss: nan | Time: 3499.68 ms
[2020-12-16 03:47:11	                main:574]	:	INFO	:	Epoch 1020 | loss: nan | val_loss: nan | Time: 3490.16 ms
[2020-12-16 03:47:15	                main:574]	:	INFO	:	Epoch 1021 | loss: nan | val_loss: nan | Time: 3371.92 ms
[2020-12-16 03:47:18	                main:574]	:	INFO	:	Epoch 1022 | loss: nan | val_loss: nan | Time: 3574.09 ms
[2020-12-16 03:47:22	                main:574]	:	INFO	:	Epoch 1023 | loss: nan | val_loss: nan | Time: 3560.48 ms
[2020-12-16 03:47:25	                main:574]	:	INFO	:	Epoch 1024 | loss: nan | val_loss: nan | Time: 3360.35 ms
[2020-12-16 03:47:25	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss nan
[2020-12-16 03:47:25	                main:603]	:	INFO	:	Saving end state to config to file
[2020-12-16 03:47:26	                main:608]	:	INFO	:	Success, exiting..
03:47:26 (15412): 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)