Task 3026444

Name ParityMachine-1605152437-4725-2_0
Workunit 1368604
Created 21 Nov 2020, 21:30:08 UTC
Sent 26 Nov 2020, 14:43:50 UTC
Report deadline 3 Dec 2020, 14:43:50 UTC
Received 26 Nov 2020, 16:20:12 UTC
Server state Over
Outcome Validate error
Client state Done
Exit status 0 (0x00000000)
Computer ID 3280
Run time 1 hours 4 min 30 sec
CPU time 1 hours 4 min 24 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 4,385.24 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.80 (cuda10200)
x86_64-pc-linux-gnu
Peak working set size 1.70 GB
Peak swap size 40.65 GB
Peak disk usage 2.98 GB

Stderr output

<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
0-11-26 07:21:48	                main:581]	:	INFO	:	Epoch 484 | loss: 0.0310574 | val_loss: 0.0311933 | Time: 3718.88 ms
[2020-11-26 07:21:52	                main:581]	:	INFO	:	Epoch 485 | loss: 0.0310582 | val_loss: 0.0311949 | Time: 3708.18 ms
[2020-11-26 07:21:56	                main:581]	:	INFO	:	Epoch 486 | loss: 0.0310601 | val_loss: 0.0311852 | Time: 3984.5 ms
[2020-11-26 07:22:00	                main:581]	:	INFO	:	Epoch 487 | loss: 0.0310638 | val_loss: 0.0311887 | Time: 4098.42 ms
[2020-11-26 07:22:04	                main:581]	:	INFO	:	Epoch 488 | loss: 0.0310612 | val_loss: 0.0311916 | Time: 3678.31 ms
[2020-11-26 07:22:08	                main:581]	:	INFO	:	Epoch 489 | loss: 0.0310579 | val_loss: 0.0311819 | Time: 3721.16 ms
[2020-11-26 07:22:11	                main:581]	:	INFO	:	Epoch 490 | loss: 0.0310588 | val_loss: 0.0311886 | Time: 3678.91 ms
[2020-11-26 07:22:15	                main:581]	:	INFO	:	Epoch 491 | loss: 0.0310586 | val_loss: 0.0311962 | Time: 3658.27 ms
[2020-11-26 07:22:19	                main:581]	:	INFO	:	Epoch 492 | loss: 0.0310621 | val_loss: 0.0311938 | Time: 3686.46 ms
[2020-11-26 07:22:22	                main:581]	:	INFO	:	Epoch 493 | loss: 0.0310592 | val_loss: 0.0311893 | Time: 3708.41 ms
[2020-11-26 07:22:26	                main:581]	:	INFO	:	Epoch 494 | loss: 0.0310631 | val_loss: 0.0311948 | Time: 3681.31 ms
[2020-11-26 07:22:30	                main:581]	:	INFO	:	Epoch 495 | loss: 0.0310645 | val_loss: 0.0311914 | Time: 3689.55 ms
[2020-11-26 07:22:33	                main:581]	:	INFO	:	Epoch 496 | loss: 0.0310551 | val_loss: 0.0311918 | Time: 3698.31 ms
[2020-11-26 07:22:37	                main:581]	:	INFO	:	Epoch 497 | loss: 0.0310519 | val_loss: 0.0311985 | Time: 3688.82 ms
[2020-11-26 07:22:41	                main:581]	:	INFO	:	Epoch 498 | loss: 0.0310536 | val_loss: 0.0311895 | Time: 3779.37 ms
[2020-11-26 07:22:45	                main:581]	:	INFO	:	Epoch 499 | loss: 0.0310547 | val_loss: 0.031188 | Time: 3711.67 ms
[2020-11-26 07:22:48	                main:581]	:	INFO	:	Epoch 500 | loss: 0.0310515 | val_loss: 0.0311941 | Time: 3651.53 ms
[2020-11-26 07:22:52	                main:581]	:	INFO	:	Epoch 501 | loss: 0.0310505 | val_loss: 0.0312084 | Time: 3671.92 ms
[2020-11-26 07:22:56	                main:581]	:	INFO	:	Epoch 502 | loss: 0.0310493 | val_loss: 0.0311997 | Time: 3849.88 ms
[2020-11-26 07:22:59	                main:581]	:	INFO	:	Epoch 503 | loss: 0.0310518 | val_loss: 0.0312027 | Time: 3616.15 ms
[2020-11-26 07:23:03	                main:581]	:	INFO	:	Epoch 504 | loss: 0.0310507 | val_loss: 0.0312036 | Time: 3628.23 ms
[2020-11-26 07:23:07	                main:581]	:	INFO	:	Epoch 505 | loss: 0.0310495 | val_loss: 0.0312044 | Time: 3710.07 ms
[2020-11-26 07:23:10	                main:581]	:	INFO	:	Epoch 506 | loss: 0.0310512 | val_loss: 0.0311979 | Time: 3699.31 ms
[2020-11-26 07:23:14	                main:581]	:	INFO	:	Epoch 507 | loss: 0.0310516 | val_loss: 0.0311908 | Time: 3750 ms
[2020-11-26 07:23:18	                main:581]	:	INFO	:	Epoch 508 | loss: 0.0310547 | val_loss: 0.0312073 | Time: 3764.87 ms
[2020-11-26 07:23:22	                main:581]	:	INFO	:	Epoch 509 | loss: 0.0310478 | val_loss: 0.0312046 | Time: 3702.25 ms
[2020-11-26 07:23:25	                main:581]	:	INFO	:	Epoch 510 | loss: 0.0310496 | val_loss: 0.0312062 | Time: 3741.73 ms
[2020-11-26 07:23:29	                main:581]	:	INFO	:	Epoch 511 | loss: 0.0310479 | val_loss: 0.031209 | Time: 3704.71 ms
[2020-11-26 07:23:33	                main:581]	:	INFO	:	Epoch 512 | loss: 0.0310557 | val_loss: 0.0311965 | Time: 3803.51 ms
[2020-11-26 07:23:37	                main:581]	:	INFO	:	Epoch 513 | loss: 0.0310551 | val_loss: 0.0311817 | Time: 4020.93 ms
[2020-11-26 07:23:41	                main:581]	:	INFO	:	Epoch 514 | loss: 0.0310533 | val_loss: 0.0311955 | Time: 3878.15 ms
[2020-11-26 07:23:44	                main:581]	:	INFO	:	Epoch 515 | loss: 0.0310521 | val_loss: 0.0311924 | Time: 3768.67 ms
[2020-11-26 07:23:48	                main:581]	:	INFO	:	Epoch 516 | loss: 0.031056 | val_loss: 0.0311975 | Time: 3781.21 ms
[2020-11-26 07:23:52	                main:581]	:	INFO	:	Epoch 517 | loss: 0.0310549 | val_loss: 0.0312033 | Time: 3697.93 ms
[2020-11-26 07:23:56	                main:581]	:	INFO	:	Epoch 518 | loss: 0.0310555 | val_loss: 0.0311989 | Time: 3712.04 ms
[2020-11-26 07:23:59	                main:581]	:	INFO	:	Epoch 519 | loss: 0.0310562 | val_loss: 0.0312002 | Time: 3694.44 ms
[2020-11-26 07:24:03	                main:581]	:	INFO	:	Epoch 520 | loss: 0.0310607 | val_loss: 0.0312033 | Time: 3649.43 ms
[2020-11-26 07:24:07	                main:581]	:	INFO	:	Epoch 521 | loss: 0.031055 | val_loss: 0.0311906 | Time: 3690.68 ms
[2020-11-26 07:24:10	                main:581]	:	INFO	:	Epoch 522 | loss: 0.0310537 | val_loss: 0.0312022 | Time: 3707.24 ms
[2020-11-26 07:24:14	                main:581]	:	INFO	:	Epoch 523 | loss: 0.031058 | val_loss: 0.0312054 | Time: 3823.2 ms
[2020-11-26 07:24:18	                main:581]	:	INFO	:	Epoch 524 | loss: 0.0310575 | val_loss: 0.0311897 | Time: 3679.31 ms
[2020-11-26 07:24:22	                main:581]	:	INFO	:	Epoch 525 | loss: 0.0310503 | val_loss: 0.0312012 | Time: 3728.48 ms
[2020-11-26 07:24:26	                main:581]	:	INFO	:	Epoch 526 | loss: 0.0310536 | val_loss: 0.031205 | Time: 4045.58 ms
[2020-11-26 07:24:30	                main:581]	:	INFO	:	Epoch 527 | loss: 0.0310563 | val_loss: 0.0311825 | Time: 3980.78 ms
[2020-11-26 07:24:33	                main:581]	:	INFO	:	Epoch 528 | loss: 0.0310561 | val_loss: 0.0311964 | Time: 3686.69 ms
[2020-11-26 07:24:37	                main:581]	:	INFO	:	Epoch 529 | loss: 0.0310613 | val_loss: 0.0311924 | Time: 3664.08 ms
[2020-11-26 07:24:41	                main:581]	:	INFO	:	Epoch 530 | loss: 0.0310544 | val_loss: 0.0311916 | Time: 3703.06 ms
[2020-11-26 07:24:45	                main:581]	:	INFO	:	Epoch 531 | loss: 0.0310499 | val_loss: 0.0312014 | Time: 3933.5 ms
[2020-11-26 07:24:49	                main:581]	:	INFO	:	Epoch 532 | loss: 0.0310561 | val_loss: 0.0311895 | Time: 3875.55 ms
[2020-11-26 07:24:52	                main:581]	:	INFO	:	Epoch 533 | loss: 0.0310499 | val_loss: 0.0312056 | Time: 3709.66 ms
[2020-11-26 07:24:56	                main:581]	:	INFO	:	Epoch 534 | loss: 0.0310589 | val_loss: 0.0311922 | Time: 3681.85 ms
[2020-11-26 07:25:00	                main:581]	:	INFO	:	Epoch 535 | loss: 0.0310524 | val_loss: 0.031204 | Time: 3775.14 ms
[2020-11-26 07:25:03	                main:581]	:	INFO	:	Epoch 536 | loss: 0.0310542 | val_loss: 0.0312005 | Time: 3767.27 ms
[2020-11-26 07:25:07	                main:581]	:	INFO	:	Epoch 537 | loss: 0.0310511 | val_loss: 0.0312039 | Time: 3729.97 ms
[2020-11-26 07:25:11	                main:581]	:	INFO	:	Epoch 538 | loss: 0.0310692 | val_loss: 0.0311868 | Time: 3689.83 ms
[2020-11-26 07:25:15	                main:581]	:	INFO	:	Epoch 539 | loss: 0.0310701 | val_loss: 0.0311918 | Time: 3739.39 ms
[2020-11-26 07:25:18	                main:581]	:	INFO	:	Epoch 540 | loss: 0.0310612 | val_loss: 0.0311851 | Time: 3780.59 ms
[2020-11-26 07:25:22	                main:581]	:	INFO	:	Epoch 541 | loss: 0.0310529 | val_loss: 0.0312066 | Time: 3787.84 ms
[2020-11-26 07:25:26	                main:581]	:	INFO	:	Epoch 542 | loss: 0.0310469 | val_loss: 0.0312065 | Time: 3670.59 ms
[2020-11-26 07:25:30	                main:581]	:	INFO	:	Epoch 543 | loss: 0.0310441 | val_loss: 0.031202 | Time: 3695.82 ms
[2020-11-26 07:25:33	                main:581]	:	INFO	:	Epoch 544 | loss: 0.0310466 | val_loss: 0.0311998 | Time: 3694.01 ms
[2020-11-26 07:25:37	                main:581]	:	INFO	:	Epoch 545 | loss: 0.0310475 | val_loss: 0.0312009 | Time: 3697.16 ms
[2020-11-26 07:25:41	                main:581]	:	INFO	:	Epoch 546 | loss: 0.0310544 | val_loss: 0.0311909 | Time: 3712.19 ms
[2020-11-26 07:25:44	                main:581]	:	INFO	:	Epoch 547 | loss: 0.0310508 | val_loss: 0.0311927 | Time: 3758.19 ms
[2020-11-26 07:25:48	                main:581]	:	INFO	:	Epoch 548 | loss: 0.0310519 | val_loss: 0.0312052 | Time: 3768.54 ms
[2020-11-26 07:25:52	                main:581]	:	INFO	:	Epoch 549 | loss: 0.0310577 | val_loss: 0.0311937 | Time: 4133.59 ms
[2020-11-26 07:25:56	                main:581]	:	INFO	:	Epoch 550 | loss: 0.0310565 | val_loss: 0.0311974 | Time: 3781.26 ms
[2020-11-26 07:26:00	                main:581]	:	INFO	:	Epoch 551 | loss: 0.0310473 | val_loss: 0.0311985 | Time: 4105.07 ms
[2020-11-26 07:26:04	                main:581]	:	INFO	:	Epoch 552 | loss: 0.0310455 | val_loss: 0.0312141 | Time: 3753.27 ms
[2020-11-26 07:26:08	                main:581]	:	INFO	:	Epoch 553 | loss: 0.0310529 | val_loss: 0.0311888 | Time: 3675.11 ms
[2020-11-26 07:26:11	                main:581]	:	INFO	:	Epoch 554 | loss: 0.0310506 | val_loss: 0.031198 | Time: 3743.61 ms
[2020-11-26 07:26:15	                main:581]	:	INFO	:	Epoch 555 | loss: 0.0310501 | val_loss: 0.0311973 | Time: 3811.02 ms
[2020-11-26 07:26:19	                main:581]	:	INFO	:	Epoch 556 | loss: 0.0310673 | val_loss: 0.0311902 | Time: 4205.89 ms
[2020-11-26 07:26:23	                main:581]	:	INFO	:	Epoch 557 | loss: 0.0310674 | val_loss: 0.0311915 | Time: 3846.39 ms
[2020-11-26 07:26:27	                main:581]	:	INFO	:	Epoch 558 | loss: 0.0310576 | val_loss: 0.0311988 | Time: 3765.1 ms
[2020-11-26 07:26:31	                main:581]	:	INFO	:	Epoch 559 | loss: 0.0310567 | val_loss: 0.031191 | Time: 3703.68 ms
[2020-11-26 07:26:34	                main:581]	:	INFO	:	Epoch 560 | loss: 0.0310545 | val_loss: 0.0311975 | Time: 3687.59 ms
[2020-11-26 07:26:38	                main:581]	:	INFO	:	Epoch 561 | loss: 0.0310477 | val_loss: 0.0312008 | Time: 3725.09 ms
[2020-11-26 07:26:42	                main:581]	:	INFO	:	Epoch 562 | loss: 0.0310463 | val_loss: 0.0312115 | Time: 3651.19 ms
[2020-11-26 07:26:45	                main:581]	:	INFO	:	Epoch 563 | loss: 0.0310453 | val_loss: 0.0312042 | Time: 3617.59 ms
[2020-11-26 07:26:49	                main:581]	:	INFO	:	Epoch 564 | loss: 0.0310469 | val_loss: 0.0312035 | Time: 3707.81 ms
[2020-11-26 07:26:53	                main:581]	:	INFO	:	Epoch 565 | loss: 0.0310496 | val_loss: 0.0312057 | Time: 3771.29 ms
[2020-11-26 07:26:57	                main:581]	:	INFO	:	Epoch 566 | loss: 0.0310511 | val_loss: 0.0311994 | Time: 3780.18 ms
[2020-11-26 07:27:00	                main:581]	:	INFO	:	Epoch 567 | loss: 0.0310512 | val_loss: 0.0311885 | Time: 3753.04 ms
[2020-11-26 07:27:04	                main:581]	:	INFO	:	Epoch 568 | loss: 0.0310559 | val_loss: 0.0311945 | Time: 3758.37 ms
[2020-11-26 07:27:08	                main:581]	:	INFO	:	Epoch 569 | loss: 0.031046 | val_loss: 0.0312026 | Time: 3784.23 ms
[2020-11-26 07:27:12	                main:581]	:	INFO	:	Epoch 570 | loss: 0.031046 | val_loss: 0.0312014 | Time: 3848.05 ms
[2020-11-26 07:27:16	                main:581]	:	INFO	:	Epoch 571 | loss: 0.0310498 | val_loss: 0.031199 | Time: 3724.56 ms
[2020-11-26 07:27:19	                main:581]	:	INFO	:	Epoch 572 | loss: 0.0310436 | val_loss: 0.0312074 | Time: 3618.92 ms
[2020-11-26 07:27:23	                main:581]	:	INFO	:	Epoch 573 | loss: 0.0310511 | val_loss: 0.0312009 | Time: 3678.02 ms
[2020-11-26 07:27:27	                main:581]	:	INFO	:	Epoch 574 | loss: 0.0310505 | val_loss: 0.0312005 | Time: 3765.3 ms
[2020-11-26 07:27:31	                main:581]	:	INFO	:	Epoch 575 | loss: 0.0310548 | val_loss: 0.0311876 | Time: 4118.88 ms
[2020-11-26 07:27:34	                main:581]	:	INFO	:	Epoch 576 | loss: 0.0310579 | val_loss: 0.031193 | Time: 3741.67 ms
[2020-11-26 07:27:38	                main:581]	:	INFO	:	Epoch 577 | loss: 0.0310474 | val_loss: 0.0312008 | Time: 3747.59 ms
[2020-11-26 07:27:42	                main:581]	:	INFO	:	Epoch 578 | loss: 0.0310447 | val_loss: 0.0311998 | Time: 3752.21 ms
[2020-11-26 07:27:46	                main:581]	:	INFO	:	Epoch 579 | loss: 0.031052 | val_loss: 0.0312122 | Time: 3658.07 ms
[2020-11-26 07:27:49	                main:581]	:	INFO	:	Epoch 580 | loss: 0.0310516 | val_loss: 0.0311994 | Time: 3772.36 ms
[2020-11-26 07:27:54	                main:581]	:	INFO	:	Epoch 581 | loss: 0.0310516 | val_loss: 0.0311946 | Time: 4170.04 ms
[2020-11-26 07:27:57	                main:581]	:	INFO	:	Epoch 582 | loss: 0.0310503 | val_loss: 0.0311905 | Time: 3689.06 ms
[2020-11-26 07:28:01	                main:581]	:	INFO	:	Epoch 583 | loss: 0.0310933 | val_loss: 0.0311767 | Time: 3645.07 ms
[2020-11-26 07:28:05	                main:581]	:	INFO	:	Epoch 584 | loss: 0.0310985 | val_loss: 0.0311739 | Time: 3692.69 ms
[2020-11-26 07:28:08	                main:581]	:	INFO	:	Epoch 585 | loss: 0.0310787 | val_loss: 0.0311853 | Time: 3695.52 ms
[2020-11-26 07:28:12	                main:581]	:	INFO	:	Epoch 586 | loss: 0.0310595 | val_loss: 0.0311901 | Time: 3774.06 ms
[2020-11-26 07:28:16	                main:581]	:	INFO	:	Epoch 587 | loss: 0.0310585 | val_loss: 0.0311877 | Time: 3764.32 ms
[2020-11-26 07:28:20	                main:581]	:	INFO	:	Epoch 588 | loss: 0.031056 | val_loss: 0.0312009 | Time: 3712.62 ms
[2020-11-26 07:28:23	                main:581]	:	INFO	:	Epoch 589 | loss: 0.0310507 | val_loss: 0.0311959 | Time: 3893.06 ms
[2020-11-26 07:28:27	                main:581]	:	INFO	:	Epoch 590 | loss: 0.0310486 | val_loss: 0.0311993 | Time: 3643.51 ms
[2020-11-26 07:28:31	                main:581]	:	INFO	:	Epoch 591 | loss: 0.0310466 | val_loss: 0.0311935 | Time: 3822.75 ms
[2020-11-26 07:28:35	                main:581]	:	INFO	:	Epoch 592 | loss: 0.0310447 | val_loss: 0.0312034 | Time: 3712.51 ms
[2020-11-26 07:28:38	                main:581]	:	INFO	:	Epoch 593 | loss: 0.0310524 | val_loss: 0.0312008 | Time: 3658.73 ms
[2020-11-26 07:28:42	                main:581]	:	INFO	:	Epoch 594 | loss: 0.0310497 | val_loss: 0.0311896 | Time: 3677.69 ms
[2020-11-26 07:28:46	                main:581]	:	INFO	:	Epoch 595 | loss: 0.0310474 | val_loss: 0.0312149 | Time: 3705.54 ms
[2020-11-26 07:28:49	                main:581]	:	INFO	:	Epoch 596 | loss: 0.0310428 | val_loss: 0.0312103 | Time: 3700.78 ms
[2020-11-26 07:28:53	                main:581]	:	INFO	:	Epoch 597 | loss: 0.0310463 | val_loss: 0.031218 | Time: 3689.83 ms
[2020-11-26 07:28:57	                main:581]	:	INFO	:	Epoch 598 | loss: 0.0310415 | val_loss: 0.031193 | Time: 3746.84 ms
[2020-11-26 07:29:01	                main:581]	:	INFO	:	Epoch 599 | loss: 0.0310423 | val_loss: 0.0311893 | Time: 3738.59 ms
[2020-11-26 07:29:04	                main:581]	:	INFO	:	Epoch 600 | loss: 0.0310437 | val_loss: 0.0312098 | Time: 3712.35 ms
[2020-11-26 07:29:08	                main:581]	:	INFO	:	Epoch 601 | loss: 0.0310451 | val_loss: 0.0311936 | Time: 3812.59 ms
[2020-11-26 07:29:12	                main:581]	:	INFO	:	Epoch 602 | loss: 0.0310464 | val_loss: 0.0311954 | Time: 4093.66 ms
[2020-11-26 07:29:16	                main:581]	:	INFO	:	Epoch 603 | loss: 0.0310489 | val_loss: 0.0312027 | Time: 3845.15 ms
[2020-11-26 07:29:20	                main:581]	:	INFO	:	Epoch 604 | loss: 0.0310485 | val_loss: 0.0311992 | Time: 3697.98 ms
[2020-11-26 07:29:23	                main:581]	:	INFO	:	Epoch 605 | loss: 0.031049 | val_loss: 0.0312101 | Time: 3721.4 ms
[2020-11-26 07:29:27	                main:581]	:	INFO	:	Epoch 606 | loss: 0.0310423 | val_loss: 0.0312178 | Time: 3764.01 ms
[2020-11-26 07:29:31	                main:581]	:	INFO	:	Epoch 607 | loss: 0.0310546 | val_loss: 0.0312002 | Time: 3708.74 ms
[2020-11-26 07:29:35	                main:581]	:	INFO	:	Epoch 608 | loss: 0.0310438 | val_loss: 0.0312013 | Time: 3663.89 ms
[2020-11-26 07:29:38	                main:581]	:	INFO	:	Epoch 609 | loss: 0.0310411 | val_loss: 0.0312001 | Time: 3799.9 ms
[2020-11-26 07:29:42	                main:581]	:	INFO	:	Epoch 610 | loss: 0.0310499 | val_loss: 0.0312068 | Time: 3700.47 ms
[2020-11-26 07:29:46	                main:581]	:	INFO	:	Epoch 611 | loss: 0.0310423 | val_loss: 0.031212 | Time: 3712.01 ms
[2020-11-26 07:29:49	                main:581]	:	INFO	:	Epoch 612 | loss: 0.0310392 | val_loss: 0.0312017 | Time: 3719.51 ms
[2020-11-26 07:29:53	                main:581]	:	INFO	:	Epoch 613 | loss: 0.031046 | val_loss: 0.0312191 | Time: 3760.26 ms
[2020-11-26 07:29:57	                main:581]	:	INFO	:	Epoch 614 | loss: 0.0310542 | val_loss: 0.0311822 | Time: 3766.61 ms
[2020-11-26 07:30:01	                main:581]	:	INFO	:	Epoch 615 | loss: 0.0310594 | val_loss: 0.0311985 | Time: 3997.99 ms
[2020-11-26 07:30:05	                main:581]	:	INFO	:	Epoch 616 | loss: 0.0310495 | val_loss: 0.0311986 | Time: 3974.99 ms
[2020-11-26 07:30:09	                main:581]	:	INFO	:	Epoch 617 | loss: 0.031049 | val_loss: 0.0312059 | Time: 3919.47 ms
[2020-11-26 07:30:13	                main:581]	:	INFO	:	Epoch 618 | loss: 0.031045 | val_loss: 0.0312127 | Time: 3637.23 ms
[2020-11-26 07:30:16	                main:581]	:	INFO	:	Epoch 619 | loss: 0.0310456 | val_loss: 0.0312032 | Time: 3658.34 ms
[2020-11-26 07:30:20	                main:581]	:	INFO	:	Epoch 620 | loss: 0.0310456 | val_loss: 0.0312017 | Time: 3718.11 ms
[2020-11-26 07:30:24	                main:581]	:	INFO	:	Epoch 621 | loss: 0.031047 | val_loss: 0.0311953 | Time: 3669.74 ms
[2020-11-26 07:30:27	                main:581]	:	INFO	:	Epoch 622 | loss: 0.0310432 | val_loss: 0.0312121 | Time: 3629.75 ms
[2020-11-26 07:30:31	                main:581]	:	INFO	:	Epoch 623 | loss: 0.0310397 | val_loss: 0.0312068 | Time: 3694.41 ms
[2020-11-26 07:30:35	                main:581]	:	INFO	:	Epoch 624 | loss: 0.0310404 | val_loss: 0.0312102 | Time: 3652.19 ms
[2020-11-26 07:30:38	                main:581]	:	INFO	:	Epoch 625 | loss: 0.0310421 | val_loss: 0.0312014 | Time: 3782.76 ms
[2020-11-26 07:30:42	                main:581]	:	INFO	:	Epoch 626 | loss: 0.0310437 | val_loss: 0.0312108 | Time: 4094.09 ms
[2020-11-26 07:30:46	                main:581]	:	INFO	:	Epoch 627 | loss: 0.0310442 | val_loss: 0.0311953 | Time: 3987.43 ms
[2020-11-26 07:30:50	                main:581]	:	INFO	:	Epoch 628 | loss: 0.0310481 | val_loss: 0.0312002 | Time: 3633.7 ms
[2020-11-26 07:30:54	                main:581]	:	INFO	:	Epoch 629 | loss: 0.0310468 | val_loss: 0.0312093 | Time: 3705.19 ms
[2020-11-26 07:30:57	                main:581]	:	INFO	:	Epoch 630 | loss: 0.0310425 | val_loss: 0.031199 | Time: 3711.86 ms
[2020-11-26 07:31:01	                main:581]	:	INFO	:	Epoch 631 | loss: 0.031048 | val_loss: 0.0311945 | Time: 3689.19 ms
[2020-11-26 07:31:05	                main:581]	:	INFO	:	Epoch 632 | loss: 0.0310512 | val_loss: 0.0312011 | Time: 3687.91 ms
[2020-11-26 07:31:09	                main:581]	:	INFO	:	Epoch 633 | loss: 0.031046 | val_loss: 0.0312024 | Time: 3791.28 ms
[2020-11-26 07:31:12	                main:581]	:	INFO	:	Epoch 634 | loss: 0.0310547 | val_loss: 0.0311954 | Time: 3757.67 ms
[2020-11-26 07:31:16	                main:581]	:	INFO	:	Epoch 635 | loss: 0.031051 | val_loss: 0.031196 | Time: 3712.24 ms
[2020-11-26 07:31:20	                main:581]	:	INFO	:	Epoch 636 | loss: 0.0310558 | val_loss: 0.0311968 | Time: 4173.99 ms
[2020-11-26 07:31:24	                main:581]	:	INFO	:	Epoch 637 | loss: 0.0310448 | val_loss: 0.0312071 | Time: 3872.14 ms
[2020-11-26 07:31:28	                main:581]	:	INFO	:	Epoch 638 | loss: 0.0310454 | val_loss: 0.0312052 | Time: 3683.8 ms
[2020-11-26 07:31:32	                main:581]	:	INFO	:	Epoch 639 | loss: 0.0310467 | val_loss: 0.0312025 | Time: 3911.66 ms
[2020-11-26 07:31:36	                main:581]	:	INFO	:	Epoch 640 | loss: 0.0310465 | val_loss: 0.0312064 | Time: 4056 ms
[2020-11-26 07:31:39	                main:581]	:	INFO	:	Epoch 641 | loss: 0.0310498 | val_loss: 0.0312037 | Time: 3664.61 ms
[2020-11-26 07:31:43	                main:581]	:	INFO	:	Epoch 642 | loss: 0.0310416 | val_loss: 0.0312057 | Time: 3654.61 ms
[2020-11-26 07:31:47	                main:581]	:	INFO	:	Epoch 643 | loss: 0.0310431 | val_loss: 0.0312085 | Time: 3646.12 ms
[2020-11-26 07:31:51	                main:581]	:	INFO	:	Epoch 644 | loss: 0.0310523 | val_loss: 0.0311933 | Time: 3720.26 ms
[2020-11-26 07:31:54	                main:581]	:	INFO	:	Epoch 645 | loss: 0.0310473 | val_loss: 0.0312124 | Time: 3686.69 ms
[2020-11-26 07:31:58	                main:581]	:	INFO	:	Epoch 646 | loss: 0.0310425 | val_loss: 0.0312053 | Time: 3663.88 ms
[2020-11-26 07:32:02	                main:581]	:	INFO	:	Epoch 647 | loss: 0.0310437 | val_loss: 0.0312071 | Time: 3692.99 ms
[2020-11-26 07:32:05	                main:581]	:	INFO	:	Epoch 648 | loss: 0.0310468 | val_loss: 0.031202 | Time: 3735.25 ms
[2020-11-26 07:32:09	                main:581]	:	INFO	:	Epoch 649 | loss: 0.0310421 | val_loss: 0.0312121 | Time: 3800.71 ms
[2020-11-26 07:32:13	                main:581]	:	INFO	:	Epoch 650 | loss: 0.0310394 | val_loss: 0.0312076 | Time: 4166.38 ms
[2020-11-26 07:32:17	                main:581]	:	INFO	:	Epoch 651 | loss: 0.0310341 | val_loss: 0.0312026 | Time: 3682.02 ms
[2020-11-26 07:32:21	                main:581]	:	INFO	:	Epoch 652 | loss: 0.0310406 | val_loss: 0.0312019 | Time: 3926.83 ms
[2020-11-26 07:32:25	                main:581]	:	INFO	:	Epoch 653 | loss: 0.0310432 | val_loss: 0.0312027 | Time: 3978.34 ms
[2020-11-26 07:32:28	                main:581]	:	INFO	:	Epoch 654 | loss: 0.0310456 | val_loss: 0.0312068 | Time: 3621.89 ms
[2020-11-26 07:32:32	                main:581]	:	INFO	:	Epoch 655 | loss: 0.0310487 | val_loss: 0.0312076 | Time: 3641.62 ms
[2020-11-26 07:32:36	                main:581]	:	INFO	:	Epoch 656 | loss: 0.0310471 | val_loss: 0.0311956 | Time: 3752.1 ms
[2020-11-26 07:32:40	                main:581]	:	INFO	:	Epoch 657 | loss: 0.0310462 | val_loss: 0.0312005 | Time: 4178.33 ms
[2020-11-26 07:32:44	                main:581]	:	INFO	:	Epoch 658 | loss: 0.0310481 | val_loss: 0.0312054 | Time: 4024.84 ms
[2020-11-26 07:32:48	                main:581]	:	INFO	:	Epoch 659 | loss: 0.0310432 | val_loss: 0.0312174 | Time: 3641.62 ms
[2020-11-26 07:32:51	                main:581]	:	INFO	:	Epoch 660 | loss: 0.0310456 | val_loss: 0.0311909 | Time: 3664.95 ms
[2020-11-26 07:32:55	                main:581]	:	INFO	:	Epoch 661 | loss: 0.0310459 | val_loss: 0.031194 | Time: 3804.12 ms
[2020-11-26 07:32:59	                main:581]	:	INFO	:	Epoch 662 | loss: 0.031045 | val_loss: 0.0312035 | Time: 3745.77 ms
[2020-11-26 07:33:03	                main:581]	:	INFO	:	Epoch 663 | loss: 0.0310405 | val_loss: 0.0312159 | Time: 3683.15 ms
[2020-11-26 07:33:06	                main:581]	:	INFO	:	Epoch 664 | loss: 0.0310468 | val_loss: 0.0311959 | Time: 3736.7 ms
[2020-11-26 07:33:10	                main:581]	:	INFO	:	Epoch 665 | loss: 0.0310455 | val_loss: 0.0311964 | Time: 3821.03 ms
[2020-11-26 07:33:14	                main:581]	:	INFO	:	Epoch 666 | loss: 0.0310487 | val_loss: 0.0311959 | Time: 3764.51 ms
[2020-11-26 07:33:18	                main:581]	:	INFO	:	Epoch 667 | loss: 0.0310427 | val_loss: 0.0311925 | Time: 4052.31 ms
[2020-11-26 07:33:22	                main:581]	:	INFO	:	Epoch 668 | loss: 0.0310424 | val_loss: 0.031213 | Time: 3694.37 ms
[2020-11-26 07:33:26	                main:581]	:	INFO	:	Epoch 669 | loss: 0.0310458 | val_loss: 0.0312073 | Time: 3842.16 ms
[2020-11-26 07:33:30	                main:581]	:	INFO	:	Epoch 670 | loss: 0.031041 | val_loss: 0.0312086 | Time: 4387.39 ms
[2020-11-26 07:33:34	                main:581]	:	INFO	:	Epoch 671 | loss: 0.0310438 | val_loss: 0.031209 | Time: 3747.37 ms
[2020-11-26 07:33:37	                main:581]	:	INFO	:	Epoch 672 | loss: 0.0310412 | val_loss: 0.0312158 | Time: 3658.39 ms
[2020-11-26 07:33:41	                main:581]	:	INFO	:	Epoch 673 | loss: 0.0310424 | val_loss: 0.0312123 | Time: 3662.31 ms
[2020-11-26 07:33:45	                main:581]	:	INFO	:	Epoch 674 | loss: 0.0310413 | val_loss: 0.0312028 | Time: 3709.05 ms
[2020-11-26 07:33:48	                main:581]	:	INFO	:	Epoch 675 | loss: 0.0310392 | val_loss: 0.0312152 | Time: 3706.26 ms
[2020-11-26 07:33:52	                main:581]	:	INFO	:	Epoch 676 | loss: 0.0310374 | val_loss: 0.0312064 | Time: 3635.08 ms
[2020-11-26 07:33:56	                main:581]	:	INFO	:	Epoch 677 | loss: 0.0310429 | val_loss: 0.0312145 | Time: 3720.92 ms
[2020-11-26 07:34:00	                main:581]	:	INFO	:	Epoch 678 | loss: 0.0310405 | val_loss: 0.0312106 | Time: 4161.99 ms
[2020-11-26 07:34:04	                main:581]	:	INFO	:	Epoch 679 | loss: 0.0310416 | val_loss: 0.0312164 | Time: 3775.19 ms
[2020-11-26 07:34:07	                main:581]	:	INFO	:	Epoch 680 | loss: 0.0310413 | val_loss: 0.0312059 | Time: 3767.32 ms
[2020-11-26 07:34:11	                main:581]	:	INFO	:	Epoch 681 | loss: 0.0310367 | val_loss: 0.031212 | Time: 3731.58 ms
[2020-11-26 07:34:15	                main:581]	:	INFO	:	Epoch 682 | loss: 0.031041 | val_loss: 0.0312075 | Time: 3760.6 ms
[2020-11-26 07:34:19	                main:581]	:	INFO	:	Epoch 683 | loss: 0.0310417 | val_loss: 0.031209 | Time: 4184.72 ms
[2020-11-26 07:34:23	                main:581]	:	INFO	:	Epoch 684 | loss: 0.0310413 | val_loss: 0.0312106 | Time: 3726.07 ms
[2020-11-26 07:34:27	                main:581]	:	INFO	:	Epoch 685 | loss: 0.0310383 | val_loss: 0.0312192 | Time: 3729.75 ms
[2020-11-26 07:34:30	                main:581]	:	INFO	:	Epoch 686 | loss: 0.0310358 | val_loss: 0.0312038 | Time: 3736.7 ms
[2020-11-26 07:34:34	                main:581]	:	INFO	:	Epoch 687 | loss: 0.0310415 | val_loss: 0.0312161 | Time: 3669.43 ms
[2020-11-26 07:34:38	                main:581]	:	INFO	:	Epoch 688 | loss: 0.0310456 | val_loss: 0.0312093 | Time: 3687.46 ms
[2020-11-26 07:34:41	                main:581]	:	INFO	:	Epoch 689 | loss: 0.0310426 | val_loss: 0.0312152 | Time: 3754.1 ms
[2020-11-26 07:34:45	                main:581]	:	INFO	:	Epoch 690 | loss: 0.0310461 | val_loss: 0.0312092 | Time: 3721.48 ms
[2020-11-26 07:34:49	                main:581]	:	INFO	:	Epoch 691 | loss: 0.0310393 | val_loss: 0.0312035 | Time: 3774.46 ms
[2020-11-26 07:34:53	                main:581]	:	INFO	:	Epoch 692 | loss: 0.0310408 | val_loss: 0.0311928 | Time: 3765.38 ms
[2020-11-26 07:34:56	                main:581]	:	INFO	:	Epoch 693 | loss: 0.0310508 | val_loss: 0.0312093 | Time: 3681.29 ms
[2020-11-26 07:35:00	                main:581]	:	INFO	:	Epoch 694 | loss: 0.0310467 | val_loss: 0.0311961 | Time: 3610.03 ms
[2020-11-26 07:35:04	                main:581]	:	INFO	:	Epoch 695 | loss: 0.031043 | val_loss: 0.0312111 | Time: 3613.84 ms
[2020-11-26 07:35:07	                main:581]	:	INFO	:	Epoch 696 | loss: 0.0310432 | val_loss: 0.0312083 | Time: 3681.52 ms
[2020-11-26 07:35:11	                main:581]	:	INFO	:	Epoch 697 | loss: 0.0310425 | val_loss: 0.0312249 | Time: 3726.41 ms
[2020-11-26 07:35:15	                main:581]	:	INFO	:	Epoch 698 | loss: 0.0310457 | val_loss: 0.0312034 | Time: 3711.78 ms
[2020-11-26 07:35:18	                main:581]	:	INFO	:	Epoch 699 | loss: 0.0310427 | val_loss: 0.0312054 | Time: 3664.15 ms
[2020-11-26 07:35:22	                main:581]	:	INFO	:	Epoch 700 | loss: 0.0310421 | val_loss: 0.0312145 | Time: 3690.35 ms
[2020-11-26 07:35:26	                main:581]	:	INFO	:	Epoch 701 | loss: 0.0310456 | val_loss: 0.0311939 | Time: 3642.02 ms
[2020-11-26 07:35:29	                main:581]	:	INFO	:	Epoch 702 | loss: 0.0310585 | val_loss: 0.0311891 | Time: 3755.7 ms
[2020-11-26 07:35:33	                main:581]	:	INFO	:	Epoch 703 | loss: 0.0311226 | val_loss: 0.031179 | Time: 3889.17 ms
[2020-11-26 07:35:37	                main:581]	:	INFO	:	Epoch 704 | loss: 0.0311206 | val_loss: 0.0311687 | Time: 3738.8 ms
[2020-11-26 07:35:41	                main:581]	:	INFO	:	Epoch 705 | loss: 0.0311097 | val_loss: 0.031166 | Time: 3770.88 ms
[2020-11-26 07:35:45	                main:581]	:	INFO	:	Epoch 706 | loss: 0.0311017 | val_loss: 0.0311673 | Time: 3829.98 ms
[2020-11-26 07:35:48	                main:581]	:	INFO	:	Epoch 707 | loss: 0.0310944 | val_loss: 0.0311681 | Time: 3716.44 ms
[2020-11-26 07:35:52	                main:581]	:	INFO	:	Epoch 708 | loss: 0.0310877 | val_loss: 0.0311733 | Time: 3688.83 ms
[2020-11-26 07:35:56	                main:581]	:	INFO	:	Epoch 709 | loss: 0.0310836 | val_loss: 0.0311775 | Time: 3695.57 ms
[2020-11-26 07:36:00	                main:581]	:	INFO	:	Epoch 710 | loss: 0.0310828 | val_loss: 0.0311737 | Time: 3741.27 ms
[2020-11-26 07:36:04	                main:581]	:	INFO	:	Epoch 711 | loss: 0.0310776 | val_loss: 0.0311755 | Time: 3975.28 ms
[2020-11-26 07:36:07	                main:581]	:	INFO	:	Epoch 712 | loss: 0.0310739 | val_loss: 0.0311761 | Time: 3709.06 ms
[2020-11-26 07:36:11	                main:581]	:	INFO	:	Epoch 713 | loss: 0.0310672 | val_loss: 0.0311925 | Time: 3793.87 ms
[2020-11-26 07:36:15	                main:581]	:	INFO	:	Epoch 714 | loss: 0.0310656 | val_loss: 0.0311849 | Time: 3738.51 ms
[2020-11-26 07:36:19	                main:581]	:	INFO	:	Epoch 715 | loss: 0.0310643 | val_loss: 0.0311919 | Time: 3732.99 ms
[2020-11-26 07:36:22	                main:581]	:	INFO	:	Epoch 716 | loss: 0.0310644 | val_loss: 0.0311974 | Time: 3643.11 ms
[2020-11-26 07:36:26	                main:581]	:	INFO	:	Epoch 717 | loss: 0.0310564 | val_loss: 0.0311863 | Time: 3706.43 ms
[2020-11-26 07:36:30	                main:581]	:	INFO	:	Epoch 718 | loss: 0.0310554 | val_loss: 0.0311932 | Time: 4085.58 ms
[2020-11-26 07:36:34	                main:581]	:	INFO	:	Epoch 719 | loss: 0.0310617 | val_loss: 0.0311875 | Time: 3702.94 ms
[2020-11-26 07:36:37	                main:581]	:	INFO	:	Epoch 720 | loss: 0.031054 | val_loss: 0.0311921 | Time: 3685.79 ms
[2020-11-26 07:36:41	                main:581]	:	INFO	:	Epoch 721 | loss: 0.0310646 | val_loss: 0.0311844 | Time: 3978.74 ms
[2020-11-26 07:36:45	                main:581]	:	INFO	:	Epoch 722 | loss: 0.0310635 | val_loss: 0.0311896 | Time: 3736.37 ms
[2020-11-26 07:36:49	                main:581]	:	INFO	:	Epoch 723 | loss: 0.0310571 | val_loss: 0.0311988 | Time: 4064.43 ms
[2020-11-26 07:36:53	                main:581]	:	INFO	:	Epoch 724 | loss: 0.0310513 | val_loss: 0.0311935 | Time: 3827.93 ms
[2020-11-26 07:36:57	                main:581]	:	INFO	:	Epoch 725 | loss: 0.0310527 | val_loss: 0.0311969 | Time: 3696.29 ms
[2020-11-26 07:37:00	                main:581]	:	INFO	:	Epoch 726 | loss: 0.031051 | val_loss: 0.0311936 | Time: 3752.17 ms
[2020-11-26 07:37:04	                main:581]	:	INFO	:	Epoch 727 | loss: 0.0310459 | val_loss: 0.0311933 | Time: 3704.59 ms
[2020-11-26 07:37:08	                main:581]	:	INFO	:	Epoch 728 | loss: 0.0310497 | val_loss: 0.0311923 | Time: 3718.37 ms
[2020-11-26 07:37:12	                main:581]	:	INFO	:	Epoch 729 | loss: 0.0310479 | val_loss: 0.0311938 | Time: 3785.06 ms
[2020-11-26 07:37:15	                main:581]	:	INFO	:	Epoch 730 | loss: 0.0310443 | val_loss: 0.0311888 | Time: 3692.08 ms
[2020-11-26 07:37:19	                main:581]	:	INFO	:	Epoch 731 | loss: 0.0310441 | val_loss: 0.031204 | Time: 3955.58 ms
[2020-11-26 07:37:23	                main:581]	:	INFO	:	Epoch 732 | loss: 0.0310421 | val_loss: 0.0311897 | Time: 3847.33 ms
[2020-11-26 07:37:27	                main:581]	:	INFO	:	Epoch 733 | loss: 0.0310494 | val_loss: 0.0311977 | Time: 3717.64 ms
[2020-11-26 07:37:31	                main:581]	:	INFO	:	Epoch 734 | loss: 0.0310493 | val_loss: 0.031206 | Time: 3692.24 ms
[2020-11-26 07:37:34	                main:581]	:	INFO	:	Epoch 735 | loss: 0.0310512 | val_loss: 0.0311928 | Time: 3655.37 ms
[2020-11-26 07:37:38	                main:581]	:	INFO	:	Epoch 736 | loss: 0.0310456 | val_loss: 0.0312027 | Time: 3692.82 ms
[2020-11-26 07:37:42	                main:581]	:	INFO	:	Epoch 737 | loss: 0.0310403 | val_loss: 0.0312035 | Time: 3668.48 ms
[2020-11-26 07:37:45	                main:581]	:	INFO	:	Epoch 738 | loss: 0.0311075 | val_loss: 0.0311677 | Time: 3683.62 ms
[2020-11-26 07:37:49	                main:581]	:	INFO	:	Epoch 739 | loss: 0.0311106 | val_loss: 0.0311689 | Time: 3789.92 ms
[2020-11-26 07:37:53	                main:581]	:	INFO	:	Epoch 740 | loss: 0.0310995 | val_loss: 0.0311671 | Time: 4023.5 ms
[2020-11-26 07:37:57	                main:581]	:	INFO	:	Epoch 741 | loss: 0.0310935 | val_loss: 0.0311803 | Time: 4182.44 ms
[2020-11-26 07:38:01	                main:581]	:	INFO	:	Epoch 742 | loss: 0.0310756 | val_loss: 0.0311754 | Time: 3812.16 ms
[2020-11-26 07:38:05	                main:581]	:	INFO	:	Epoch 743 | loss: 0.0310647 | val_loss: 0.0311938 | Time: 3758.62 ms
[2020-11-26 07:38:08	                main:581]	:	INFO	:	Epoch 744 | loss: 0.0310598 | val_loss: 0.0311861 | Time: 3692.12 ms
[2020-11-26 07:38:12	                main:581]	:	INFO	:	Epoch 745 | loss: 0.0310667 | val_loss: 0.0312197 | Time: 3663.06 ms
[2020-11-26 07:38:16	                main:581]	:	INFO	:	Epoch 746 | loss: 0.0312579 | val_loss: 0.0320678 | Time: 3692.31 ms
[2020-11-26 07:38:20	                main:581]	:	INFO	:	Epoch 747 | loss: nan | val_loss: nan | Time: 3689.1 ms
[2020-11-26 07:38:23	                main:581]	:	INFO	:	Epoch 748 | loss: nan | val_loss: nan | Time: 3671.23 ms
[2020-11-26 07:38:27	                main:581]	:	INFO	:	Epoch 749 | loss: nan | val_loss: nan | Time: 3719.01 ms
[2020-11-26 07:38:31	                main:581]	:	INFO	:	Epoch 750 | loss: nan | val_loss: nan | Time: 3753.25 ms
[2020-11-26 07:38:34	                main:581]	:	INFO	:	Epoch 751 | loss: nan | val_loss: nan | Time: 3840.41 ms
[2020-11-26 07:38:38	                main:581]	:	INFO	:	Epoch 752 | loss: nan | val_loss: nan | Time: 3746.89 ms
[2020-11-26 07:38:42	                main:581]	:	INFO	:	Epoch 753 | loss: nan | val_loss: nan | Time: 3763.18 ms
[2020-11-26 07:38:46	                main:581]	:	INFO	:	Epoch 754 | loss: nan | val_loss: nan | Time: 3956.57 ms
[2020-11-26 07:38:50	                main:581]	:	INFO	:	Epoch 755 | loss: nan | val_loss: nan | Time: 4048.17 ms
[2020-11-26 07:38:54	                main:581]	:	INFO	:	Epoch 756 | loss: nan | val_loss: nan | Time: 3663 ms
[2020-11-26 07:38:57	                main:581]	:	INFO	:	Epoch 757 | loss: nan | val_loss: nan | Time: 3654.06 ms
[2020-11-26 07:39:01	                main:581]	:	INFO	:	Epoch 758 | loss: nan | val_loss: nan | Time: 3640.39 ms
[2020-11-26 07:39:05	                main:581]	:	INFO	:	Epoch 759 | loss: nan | val_loss: nan | Time: 3660.89 ms
[2020-11-26 07:39:08	                main:581]	:	INFO	:	Epoch 760 | loss: nan | val_loss: nan | Time: 3731.4 ms
[2020-11-26 07:39:12	                main:581]	:	INFO	:	Epoch 761 | loss: nan | val_loss: nan | Time: 3766.65 ms
[2020-11-26 07:39:16	                main:581]	:	INFO	:	Epoch 762 | loss: nan | val_loss: nan | Time: 3955.73 ms
[2020-11-26 07:39:20	                main:581]	:	INFO	:	Epoch 763 | loss: nan | val_loss: nan | Time: 3803.94 ms
[2020-11-26 07:39:24	                main:581]	:	INFO	:	Epoch 764 | loss: nan | val_loss: nan | Time: 3689.13 ms
[2020-11-26 07:39:27	                main:581]	:	INFO	:	Epoch 765 | loss: nan | val_loss: nan | Time: 3752.1 ms
[2020-11-26 07:39:31	                main:581]	:	INFO	:	Epoch 766 | loss: nan | val_loss: nan | Time: 3675.22 ms
[2020-11-26 07:39:35	                main:581]	:	INFO	:	Epoch 767 | loss: nan | val_loss: nan | Time: 3668.76 ms
[2020-11-26 07:39:38	                main:581]	:	INFO	:	Epoch 768 | loss: nan | val_loss: nan | Time: 3698.41 ms
[2020-11-26 07:39:42	                main:581]	:	INFO	:	Epoch 769 | loss: nan | val_loss: nan | Time: 3731.69 ms
[2020-11-26 07:39:46	                main:581]	:	INFO	:	Epoch 770 | loss: nan | val_loss: nan | Time: 3702.34 ms
[2020-11-26 07:39:49	                main:581]	:	INFO	:	Epoch 771 | loss: nan | val_loss: nan | Time: 3685.42 ms
[2020-11-26 07:39:53	                main:581]	:	INFO	:	Epoch 772 | loss: nan | val_loss: nan | Time: 3675.79 ms
[2020-11-26 07:39:57	                main:581]	:	INFO	:	Epoch 773 | loss: nan | val_loss: nan | Time: 3752.53 ms
[2020-11-26 07:40:01	                main:581]	:	INFO	:	Epoch 774 | loss: nan | val_loss: nan | Time: 3731.96 ms
[2020-11-26 07:40:04	                main:581]	:	INFO	:	Epoch 775 | loss: nan | val_loss: nan | Time: 3793.87 ms
[2020-11-26 07:40:08	                main:581]	:	INFO	:	Epoch 776 | loss: nan | val_loss: nan | Time: 3906.76 ms
[2020-11-26 07:40:13	                main:581]	:	INFO	:	Epoch 777 | loss: nan | val_loss: nan | Time: 4173.66 ms
[2020-11-26 07:40:16	                main:581]	:	INFO	:	Epoch 778 | loss: nan | val_loss: nan | Time: 3711.9 ms
[2020-11-26 07:40:20	                main:581]	:	INFO	:	Epoch 779 | loss: nan | val_loss: nan | Time: 3653.9 ms
[2020-11-26 07:40:24	                main:581]	:	INFO	:	Epoch 780 | loss: nan | val_loss: nan | Time: 3639.58 ms
[2020-11-26 07:40:27	                main:581]	:	INFO	:	Epoch 781 | loss: nan | val_loss: nan | Time: 3652.22 ms
[2020-11-26 07:40:31	                main:581]	:	INFO	:	Epoch 782 | loss: nan | val_loss: nan | Time: 3678.65 ms
[2020-11-26 07:40:35	                main:581]	:	INFO	:	Epoch 783 | loss: nan | val_loss: nan | Time: 3814.69 ms
[2020-11-26 07:40:39	                main:581]	:	INFO	:	Epoch 784 | loss: nan | val_loss: nan | Time: 3929.52 ms
[2020-11-26 07:40:42	                main:581]	:	INFO	:	Epoch 785 | loss: nan | val_loss: nan | Time: 3689.44 ms
[2020-11-26 07:40:46	                main:581]	:	INFO	:	Epoch 786 | loss: nan | val_loss: nan | Time: 3761.73 ms
[2020-11-26 07:40:50	                main:581]	:	INFO	:	Epoch 787 | loss: nan | val_loss: nan | Time: 3737.57 ms
[2020-11-26 07:40:54	                main:581]	:	INFO	:	Epoch 788 | loss: nan | val_loss: nan | Time: 3707.42 ms
[2020-11-26 07:40:57	                main:581]	:	INFO	:	Epoch 789 | loss: nan | val_loss: nan | Time: 3701.62 ms
[2020-11-26 07:41:01	                main:581]	:	INFO	:	Epoch 790 | loss: nan | val_loss: nan | Time: 3669.65 ms
[2020-11-26 07:41:05	                main:581]	:	INFO	:	Epoch 791 | loss: nan | val_loss: nan | Time: 3640.06 ms
[2020-11-26 07:41:08	                main:581]	:	INFO	:	Epoch 792 | loss: nan | val_loss: nan | Time: 3686.09 ms
[2020-11-26 07:41:12	                main:581]	:	INFO	:	Epoch 793 | loss: nan | val_loss: nan | Time: 3746.35 ms
[2020-11-26 07:41:16	                main:581]	:	INFO	:	Epoch 794 | loss: nan | val_loss: nan | Time: 3904.97 ms
[2020-11-26 07:41:20	                main:581]	:	INFO	:	Epoch 795 | loss: nan | val_loss: nan | Time: 3786.43 ms
[2020-11-26 07:41:24	                main:581]	:	INFO	:	Epoch 796 | loss: nan | val_loss: nan | Time: 3941.36 ms
[2020-11-26 07:41:27	                main:581]	:	INFO	:	Epoch 797 | loss: nan | val_loss: nan | Time: 3686.39 ms
[2020-11-26 07:41:31	                main:581]	:	INFO	:	Epoch 798 | loss: nan | val_loss: nan | Time: 4168.15 ms
[2020-11-26 07:41:35	                main:581]	:	INFO	:	Epoch 799 | loss: nan | val_loss: nan | Time: 3716.84 ms
[2020-11-26 07:41:39	                main:581]	:	INFO	:	Epoch 800 | loss: nan | val_loss: nan | Time: 3645.44 ms
[2020-11-26 07:41:43	                main:581]	:	INFO	:	Epoch 801 | loss: nan | val_loss: nan | Time: 3707.08 ms
[2020-11-26 07:41:46	                main:581]	:	INFO	:	Epoch 802 | loss: nan | val_loss: nan | Time: 3666.81 ms
[2020-11-26 07:41:50	                main:581]	:	INFO	:	Epoch 803 | loss: nan | val_loss: nan | Time: 3730.36 ms
[2020-11-26 07:41:54	                main:581]	:	INFO	:	Epoch 804 | loss: nan | val_loss: nan | Time: 3762.83 ms
[2020-11-26 07:41:57	                main:581]	:	INFO	:	Epoch 805 | loss: nan | val_loss: nan | Time: 3702.96 ms
[2020-11-26 07:42:01	                main:581]	:	INFO	:	Epoch 806 | loss: nan | val_loss: nan | Time: 3797.33 ms
[2020-11-26 07:42:05	                main:581]	:	INFO	:	Epoch 807 | loss: nan | val_loss: nan | Time: 3702.8 ms
[2020-11-26 07:42:09	                main:581]	:	INFO	:	Epoch 808 | loss: nan | val_loss: nan | Time: 4030.75 ms
[2020-11-26 07:42:13	                main:581]	:	INFO	:	Epoch 809 | loss: nan | val_loss: nan | Time: 3786.52 ms
[2020-11-26 07:42:16	                main:581]	:	INFO	:	Epoch 810 | loss: nan | val_loss: nan | Time: 3659.58 ms
[2020-11-26 07:42:20	                main:581]	:	INFO	:	Epoch 811 | loss: nan | val_loss: nan | Time: 3645.26 ms
[2020-11-26 07:42:24	                main:581]	:	INFO	:	Epoch 812 | loss: nan | val_loss: nan | Time: 3658.39 ms
[2020-11-26 07:42:27	                main:581]	:	INFO	:	Epoch 813 | loss: nan | val_loss: nan | Time: 3702.83 ms
[2020-11-26 07:42:31	                main:581]	:	INFO	:	Epoch 814 | loss: nan | val_loss: nan | Time: 3728.84 ms
[2020-11-26 07:42:35	                main:581]	:	INFO	:	Epoch 815 | loss: nan | val_loss: nan | Time: 3769.91 ms
[2020-11-26 07:42:39	                main:581]	:	INFO	:	Epoch 816 | loss: nan | val_loss: nan | Time: 3913.09 ms
[2020-11-26 07:42:43	                main:581]	:	INFO	:	Epoch 817 | loss: nan | val_loss: nan | Time: 3878.25 ms
[2020-11-26 07:42:46	                main:581]	:	INFO	:	Epoch 818 | loss: nan | val_loss: nan | Time: 3712.5 ms
[2020-11-26 07:42:50	                main:581]	:	INFO	:	Epoch 819 | loss: nan | val_loss: nan | Time: 3896.45 ms
[2020-11-26 07:42:54	                main:581]	:	INFO	:	Epoch 820 | loss: nan | val_loss: nan | Time: 3902.49 ms
[2020-11-26 07:42:58	                main:581]	:	INFO	:	Epoch 821 | loss: nan | val_loss: nan | Time: 3707.61 ms
[2020-11-26 07:43:02	                main:581]	:	INFO	:	Epoch 822 | loss: nan | val_loss: nan | Time: 3669.66 ms
[2020-11-26 07:43:05	                main:581]	:	INFO	:	Epoch 823 | loss: nan | val_loss: nan | Time: 3648.48 ms
[2020-11-26 07:43:09	                main:581]	:	INFO	:	Epoch 824 | loss: nan | val_loss: nan | Time: 3629.7 ms
[2020-11-26 07:43:12	                main:581]	:	INFO	:	Epoch 825 | loss: nan | val_loss: nan | Time: 3636.5 ms
[2020-11-26 07:43:16	                main:581]	:	INFO	:	Epoch 826 | loss: nan | val_loss: nan | Time: 3747.05 ms
[2020-11-26 07:43:20	                main:581]	:	INFO	:	Epoch 827 | loss: nan | val_loss: nan | Time: 4137.15 ms
[2020-11-26 07:43:24	                main:581]	:	INFO	:	Epoch 828 | loss: nan | val_loss: nan | Time: 3873.35 ms
[2020-11-26 07:43:28	                main:581]	:	INFO	:	Epoch 829 | loss: nan | val_loss: nan | Time: 3684.61 ms
[2020-11-26 07:43:32	                main:581]	:	INFO	:	Epoch 830 | loss: nan | val_loss: nan | Time: 3737.97 ms
[2020-11-26 07:43:35	                main:581]	:	INFO	:	Epoch 831 | loss: nan | val_loss: nan | Time: 3703.02 ms
[2020-11-26 07:43:39	                main:581]	:	INFO	:	Epoch 832 | loss: nan | val_loss: nan | Time: 3754.3 ms
[2020-11-26 07:43:43	                main:581]	:	INFO	:	Epoch 833 | loss: nan | val_loss: nan | Time: 3772.89 ms
[2020-11-26 07:43:47	                main:581]	:	INFO	:	Epoch 834 | loss: nan | val_loss: nan | Time: 3736.72 ms
[2020-11-26 07:43:50	                main:581]	:	INFO	:	Epoch 835 | loss: nan | val_loss: nan | Time: 3690.49 ms
[2020-11-26 07:43:54	                main:581]	:	INFO	:	Epoch 836 | loss: nan | val_loss: nan | Time: 3674.75 ms
[2020-11-26 07:43:58	                main:581]	:	INFO	:	Epoch 837 | loss: nan | val_loss: nan | Time: 3687.55 ms
[2020-11-26 07:44:01	                main:581]	:	INFO	:	Epoch 838 | loss: nan | val_loss: nan | Time: 3745.7 ms
[2020-11-26 07:44:05	                main:581]	:	INFO	:	Epoch 839 | loss: nan | val_loss: nan | Time: 3727.02 ms
[2020-11-26 07:44:09	                main:581]	:	INFO	:	Epoch 840 | loss: nan | val_loss: nan | Time: 3713.15 ms
[2020-11-26 07:44:13	                main:581]	:	INFO	:	Epoch 841 | loss: nan | val_loss: nan | Time: 3720.96 ms
[2020-11-26 07:44:16	                main:581]	:	INFO	:	Epoch 842 | loss: nan | val_loss: nan | Time: 3775 ms
[2020-11-26 07:44:20	                main:581]	:	INFO	:	Epoch 843 | loss: nan | val_loss: nan | Time: 3762.23 ms
[2020-11-26 07:44:24	                main:581]	:	INFO	:	Epoch 844 | loss: nan | val_loss: nan | Time: 3819.99 ms
[2020-11-26 07:44:28	                main:581]	:	INFO	:	Epoch 845 | loss: nan | val_loss: nan | Time: 3778.13 ms
[2020-11-26 07:44:31	                main:581]	:	INFO	:	Epoch 846 | loss: nan | val_loss: nan | Time: 3734.93 ms
[2020-11-26 07:44:35	                main:581]	:	INFO	:	Epoch 847 | loss: nan | val_loss: nan | Time: 3690.74 ms
[2020-11-26 07:44:39	                main:581]	:	INFO	:	Epoch 848 | loss: nan | val_loss: nan | Time: 3705.35 ms
[2020-11-26 07:44:43	                main:581]	:	INFO	:	Epoch 849 | loss: nan | val_loss: nan | Time: 3717.04 ms
[2020-11-26 07:44:46	                main:581]	:	INFO	:	Epoch 850 | loss: nan | val_loss: nan | Time: 3770.91 ms
[2020-11-26 07:44:50	                main:581]	:	INFO	:	Epoch 851 | loss: nan | val_loss: nan | Time: 4074.55 ms
[2020-11-26 07:44:54	                main:581]	:	INFO	:	Epoch 852 | loss: nan | val_loss: nan | Time: 3934.89 ms
[2020-11-26 07:44:58	                main:581]	:	INFO	:	Epoch 853 | loss: nan | val_loss: nan | Time: 3681.46 ms
[2020-11-26 07:45:02	                main:581]	:	INFO	:	Epoch 854 | loss: nan | val_loss: nan | Time: 4179.64 ms
[2020-11-26 07:45:06	                main:581]	:	INFO	:	Epoch 855 | loss: nan | val_loss: nan | Time: 3781 ms
[2020-11-26 07:45:10	                main:581]	:	INFO	:	Epoch 856 | loss: nan | val_loss: nan | Time: 3626.63 ms
[2020-11-26 07:45:13	                main:581]	:	INFO	:	Epoch 857 | loss: nan | val_loss: nan | Time: 3697.12 ms
[2020-11-26 07:45:17	                main:581]	:	INFO	:	Epoch 858 | loss: nan | val_loss: nan | Time: 3662.22 ms
[2020-11-26 07:45:21	                main:581]	:	INFO	:	Epoch 859 | loss: nan | val_loss: nan | Time: 3767.2 ms
[2020-11-26 07:45:25	                main:581]	:	INFO	:	Epoch 860 | loss: nan | val_loss: nan | Time: 3938.61 ms
[2020-11-26 07:45:28	                main:581]	:	INFO	:	Epoch 861 | loss: nan | val_loss: nan | Time: 3694.43 ms
[2020-11-26 07:45:32	                main:581]	:	INFO	:	Epoch 862 | loss: nan | val_loss: nan | Time: 3707.35 ms
[2020-11-26 07:45:36	                main:581]	:	INFO	:	Epoch 863 | loss: nan | val_loss: nan | Time: 3813.1 ms
[2020-11-26 07:45:40	                main:581]	:	INFO	:	Epoch 864 | loss: nan | val_loss: nan | Time: 4144.15 ms
[2020-11-26 07:45:44	                main:581]	:	INFO	:	Epoch 865 | loss: nan | val_loss: nan | Time: 3774.37 ms
[2020-11-26 07:45:48	                main:581]	:	INFO	:	Epoch 866 | loss: nan | val_loss: nan | Time: 3892.34 ms
[2020-11-26 07:45:51	                main:581]	:	INFO	:	Epoch 867 | loss: nan | val_loss: nan | Time: 3733.76 ms
[2020-11-26 07:45:55	                main:581]	:	INFO	:	Epoch 868 | loss: nan | val_loss: nan | Time: 3706.15 ms
[2020-11-26 07:45:59	                main:581]	:	INFO	:	Epoch 869 | loss: nan | val_loss: nan | Time: 3700.33 ms
[2020-11-26 07:46:02	                main:581]	:	INFO	:	Epoch 870 | loss: nan | val_loss: nan | Time: 3646.13 ms
[2020-11-26 07:46:06	                main:581]	:	INFO	:	Epoch 871 | loss: nan | val_loss: nan | Time: 3722.96 ms
[2020-11-26 07:46:10	                main:581]	:	INFO	:	Epoch 872 | loss: nan | val_loss: nan | Time: 3664.32 ms
[2020-11-26 07:46:14	                main:581]	:	INFO	:	Epoch 873 | loss: nan | val_loss: nan | Time: 3663.49 ms
[2020-11-26 07:46:17	                main:581]	:	INFO	:	Epoch 874 | loss: nan | val_loss: nan | Time: 3768.2 ms
[2020-11-26 07:46:21	                main:581]	:	INFO	:	Epoch 875 | loss: nan | val_loss: nan | Time: 3721.88 ms
[2020-11-26 07:46:25	                main:581]	:	INFO	:	Epoch 876 | loss: nan | val_loss: nan | Time: 4044.84 ms
[2020-11-26 07:46:29	                main:581]	:	INFO	:	Epoch 877 | loss: nan | val_loss: nan | Time: 3688.46 ms
[2020-11-26 07:46:33	                main:581]	:	INFO	:	Epoch 878 | loss: nan | val_loss: nan | Time: 3945.26 ms
[2020-11-26 07:46:37	                main:581]	:	INFO	:	Epoch 879 | loss: nan | val_loss: nan | Time: 3971.86 ms
[2020-11-26 07:46:40	                main:581]	:	INFO	:	Epoch 880 | loss: nan | val_loss: nan | Time: 3814.47 ms
[2020-11-26 07:46:44	                main:581]	:	INFO	:	Epoch 881 | loss: nan | val_loss: nan | Time: 3686.36 ms
[2020-11-26 07:46:48	                main:581]	:	INFO	:	Epoch 882 | loss: nan | val_loss: nan | Time: 3656.73 ms
[2020-11-26 07:46:52	                main:581]	:	INFO	:	Epoch 883 | loss: nan | val_loss: nan | Time: 3664 ms
[2020-11-26 07:46:55	                main:581]	:	INFO	:	Epoch 884 | loss: nan | val_loss: nan | Time: 3728.03 ms
[2020-11-26 07:46:59	                main:581]	:	INFO	:	Epoch 885 | loss: nan | val_loss: nan | Time: 3777.63 ms
[2020-11-26 07:47:03	                main:581]	:	INFO	:	Epoch 886 | loss: nan | val_loss: nan | Time: 3724.4 ms
[2020-11-26 07:47:07	                main:581]	:	INFO	:	Epoch 887 | loss: nan | val_loss: nan | Time: 3840.69 ms
[2020-11-26 07:47:10	                main:581]	:	INFO	:	Epoch 888 | loss: nan | val_loss: nan | Time: 3652.61 ms
[2020-11-26 07:47:14	                main:581]	:	INFO	:	Epoch 889 | loss: nan | val_loss: nan | Time: 4122.35 ms
[2020-11-26 07:47:18	                main:581]	:	INFO	:	Epoch 890 | loss: nan | val_loss: nan | Time: 3716.55 ms
[2020-11-26 07:47:22	                main:581]	:	INFO	:	Epoch 891 | loss: nan | val_loss: nan | Time: 3662.07 ms
[2020-11-26 07:47:25	                main:581]	:	INFO	:	Epoch 892 | loss: nan | val_loss: nan | Time: 3681.77 ms
[2020-11-26 07:47:29	                main:581]	:	INFO	:	Epoch 893 | loss: nan | val_loss: nan | Time: 3728.17 ms
[2020-11-26 07:47:33	                main:581]	:	INFO	:	Epoch 894 | loss: nan | val_loss: nan | Time: 3671.78 ms
[2020-11-26 07:47:37	                main:581]	:	INFO	:	Epoch 895 | loss: nan | val_loss: nan | Time: 3756.72 ms
[2020-11-26 07:47:40	                main:581]	:	INFO	:	Epoch 896 | loss: nan | val_loss: nan | Time: 3726.8 ms
[2020-11-26 07:47:44	                main:581]	:	INFO	:	Epoch 897 | loss: nan | val_loss: nan | Time: 3783.36 ms
[2020-11-26 07:47:48	                main:581]	:	INFO	:	Epoch 898 | loss: nan | val_loss: nan | Time: 4127.93 ms
[2020-11-26 07:47:52	                main:581]	:	INFO	:	Epoch 899 | loss: nan | val_loss: nan | Time: 3695.49 ms
[2020-11-26 07:47:56	                main:581]	:	INFO	:	Epoch 900 | loss: nan | val_loss: nan | Time: 3683.83 ms
[2020-11-26 07:47:59	                main:581]	:	INFO	:	Epoch 901 | loss: nan | val_loss: nan | Time: 3709.38 ms
[2020-11-26 07:48:03	                main:581]	:	INFO	:	Epoch 902 | loss: nan | val_loss: nan | Time: 3822.6 ms
[2020-11-26 07:48:07	                main:581]	:	INFO	:	Epoch 903 | loss: nan | val_loss: nan | Time: 4110.54 ms
[2020-11-26 07:48:11	                main:581]	:	INFO	:	Epoch 904 | loss: nan | val_loss: nan | Time: 3697.26 ms
[2020-11-26 07:48:15	                main:581]	:	INFO	:	Epoch 905 | loss: nan | val_loss: nan | Time: 3677.22 ms
[2020-11-26 07:48:18	                main:581]	:	INFO	:	Epoch 906 | loss: nan | val_loss: nan | Time: 3759.53 ms
[2020-11-26 07:48:22	                main:581]	:	INFO	:	Epoch 907 | loss: nan | val_loss: nan | Time: 3953.59 ms
[2020-11-26 07:48:26	                main:581]	:	INFO	:	Epoch 908 | loss: nan | val_loss: nan | Time: 3871.05 ms
[2020-11-26 07:48:30	                main:581]	:	INFO	:	Epoch 909 | loss: nan | val_loss: nan | Time: 3700.1 ms
[2020-11-26 07:48:34	                main:581]	:	INFO	:	Epoch 910 | loss: nan | val_loss: nan | Time: 3631.21 ms
[2020-11-26 07:48:37	                main:581]	:	INFO	:	Epoch 911 | loss: nan | val_loss: nan | Time: 3684.47 ms
[2020-11-26 07:48:41	                main:581]	:	INFO	:	Epoch 912 | loss: nan | val_loss: nan | Time: 3720.53 ms
[2020-11-26 07:48:45	                main:581]	:	INFO	:	Epoch 913 | loss: nan | val_loss: nan | Time: 3659.24 ms
[2020-11-26 07:48:48	                main:581]	:	INFO	:	Epoch 914 | loss: nan | val_loss: nan | Time: 3654.71 ms
[2020-11-26 07:48:52	                main:581]	:	INFO	:	Epoch 915 | loss: nan | val_loss: nan | Time: 3663.36 ms
[2020-11-26 07:48:56	                main:581]	:	INFO	:	Epoch 916 | loss: nan | val_loss: nan | Time: 3810.75 ms
[2020-11-26 07:49:00	                main:581]	:	INFO	:	Epoch 917 | loss: nan | val_loss: nan | Time: 3904.69 ms
[2020-11-26 07:49:04	                main:581]	:	INFO	:	Epoch 918 | loss: nan | val_loss: nan | Time: 4220.08 ms
[2020-11-26 07:49:08	                main:581]	:	INFO	:	Epoch 919 | loss: nan | val_loss: nan | Time: 3775.01 ms
[2020-11-26 07:49:11	                main:581]	:	INFO	:	Epoch 920 | loss: nan | val_loss: nan | Time: 3702.97 ms
[2020-11-26 07:49:15	                main:581]	:	INFO	:	Epoch 921 | loss: nan | val_loss: nan | Time: 3648.83 ms
[2020-11-26 07:49:19	                main:581]	:	INFO	:	Epoch 922 | loss: nan | val_loss: nan | Time: 3623.11 ms
[2020-11-26 07:49:22	                main:581]	:	INFO	:	Epoch 923 | loss: nan | val_loss: nan | Time: 3637.37 ms
[2020-11-26 07:49:26	                main:581]	:	INFO	:	Epoch 924 | loss: nan | val_loss: nan | Time: 3644.69 ms
[2020-11-26 07:49:30	                main:581]	:	INFO	:	Epoch 925 | loss: nan | val_loss: nan | Time: 3681.26 ms
[2020-11-26 07:49:33	                main:581]	:	INFO	:	Epoch 926 | loss: nan | val_loss: nan | Time: 3862.08 ms
[2020-11-26 07:49:37	                main:581]	:	INFO	:	Epoch 927 | loss: nan | val_loss: nan | Time: 3807.67 ms
[2020-11-26 07:49:41	                main:581]	:	INFO	:	Epoch 928 | loss: nan | val_loss: nan | Time: 3808.45 ms
[2020-11-26 07:49:45	                main:581]	:	INFO	:	Epoch 929 | loss: nan | val_loss: nan | Time: 3707.09 ms
[2020-11-26 07:49:49	                main:581]	:	INFO	:	Epoch 930 | loss: nan | val_loss: nan | Time: 3889.18 ms
[2020-11-26 07:49:52	                main:581]	:	INFO	:	Epoch 931 | loss: nan | val_loss: nan | Time: 3631.34 ms
[2020-11-26 07:49:56	                main:581]	:	INFO	:	Epoch 932 | loss: nan | val_loss: nan | Time: 3678.35 ms
[2020-11-26 07:50:00	                main:581]	:	INFO	:	Epoch 933 | loss: nan | val_loss: nan | Time: 3626.81 ms
[2020-11-26 07:50:03	                main:581]	:	INFO	:	Epoch 934 | loss: nan | val_loss: nan | Time: 3636.1 ms
[2020-11-26 07:50:07	                main:581]	:	INFO	:	Epoch 935 | loss: nan | val_loss: nan | Time: 3669.94 ms
[2020-11-26 07:50:11	                main:581]	:	INFO	:	Epoch 936 | loss: nan | val_loss: nan | Time: 3785.52 ms
[2020-11-26 07:50:15	                main:581]	:	INFO	:	Epoch 937 | loss: nan | val_loss: nan | Time: 4210.3 ms
[2020-11-26 07:50:19	                main:581]	:	INFO	:	Epoch 938 | loss: nan | val_loss: nan | Time: 3724.62 ms
[2020-11-26 07:50:22	                main:581]	:	INFO	:	Epoch 939 | loss: nan | val_loss: nan | Time: 3743.61 ms
[2020-11-26 07:50:26	                main:581]	:	INFO	:	Epoch 940 | loss: nan | val_loss: nan | Time: 3788.06 ms
[2020-11-26 07:50:30	                main:581]	:	INFO	:	Epoch 941 | loss: nan | val_loss: nan | Time: 3818.94 ms
[2020-11-26 07:50:34	                main:581]	:	INFO	:	Epoch 942 | loss: nan | val_loss: nan | Time: 3696.84 ms
[2020-11-26 07:50:37	                main:581]	:	INFO	:	Epoch 943 | loss: nan | val_loss: nan | Time: 3687.69 ms
[2020-11-26 07:50:41	                main:581]	:	INFO	:	Epoch 944 | loss: nan | val_loss: nan | Time: 3681.74 ms
[2020-11-26 07:50:45	                main:581]	:	INFO	:	Epoch 945 | loss: nan | val_loss: nan | Time: 3628.42 ms
[2020-11-26 07:50:48	                main:581]	:	INFO	:	Epoch 946 | loss: nan | val_loss: nan | Time: 3644.17 ms
[2020-11-26 07:50:52	                main:581]	:	INFO	:	Epoch 947 | loss: nan | val_loss: nan | Time: 3676.22 ms
[2020-11-26 07:50:56	                main:581]	:	INFO	:	Epoch 948 | loss: nan | val_loss: nan | Time: 3812.43 ms
[2020-11-26 07:50:59	                main:581]	:	INFO	:	Epoch 949 | loss: nan | val_loss: nan | Time: 3718.45 ms
[2020-11-26 07:51:03	                main:581]	:	INFO	:	Epoch 950 | loss: nan | val_loss: nan | Time: 3710.36 ms
[2020-11-26 07:51:07	                main:581]	:	INFO	:	Epoch 951 | loss: nan | val_loss: nan | Time: 3729.57 ms
[2020-11-26 07:51:11	                main:581]	:	INFO	:	Epoch 952 | loss: nan | val_loss: nan | Time: 3687.55 ms
[2020-11-26 07:51:14	                main:581]	:	INFO	:	Epoch 953 | loss: nan | val_loss: nan | Time: 3684.56 ms
[2020-11-26 07:51:18	                main:581]	:	INFO	:	Epoch 954 | loss: nan | val_loss: nan | Time: 3722.37 ms
[2020-11-26 07:51:22	                main:581]	:	INFO	:	Epoch 955 | loss: nan | val_loss: nan | Time: 3742.94 ms
[2020-11-26 07:51:26	                main:581]	:	INFO	:	Epoch 956 | loss: nan | val_loss: nan | Time: 4189 ms
[2020-11-26 07:51:30	                main:581]	:	INFO	:	Epoch 957 | loss: nan | val_loss: nan | Time: 3704.03 ms
[2020-11-26 07:51:33	                main:581]	:	INFO	:	Epoch 958 | loss: nan | val_loss: nan | Time: 3720.5 ms
[2020-11-26 07:51:37	                main:581]	:	INFO	:	Epoch 959 | loss: nan | val_loss: nan | Time: 3657.63 ms
[2020-11-26 07:51:41	                main:581]	:	INFO	:	Epoch 960 | loss: nan | val_loss: nan | Time: 3690.29 ms
[2020-11-26 07:51:44	                main:581]	:	INFO	:	Epoch 961 | loss: nan | val_loss: nan | Time: 3732.34 ms
[2020-11-26 07:51:48	                main:581]	:	INFO	:	Epoch 962 | loss: nan | val_loss: nan | Time: 3794.67 ms
[2020-11-26 07:51:52	                main:581]	:	INFO	:	Epoch 963 | loss: nan | val_loss: nan | Time: 3812.25 ms
[2020-11-26 07:51:56	                main:581]	:	INFO	:	Epoch 964 | loss: nan | val_loss: nan | Time: 4192.52 ms
[2020-11-26 07:52:00	                main:581]	:	INFO	:	Epoch 965 | loss: nan | val_loss: nan | Time: 3751.68 ms
[2020-11-26 07:52:04	                main:581]	:	INFO	:	Epoch 966 | loss: nan | val_loss: nan | Time: 3690.06 ms
[2020-11-26 07:52:07	                main:581]	:	INFO	:	Epoch 967 | loss: nan | val_loss: nan | Time: 3660.74 ms
[2020-11-26 07:52:11	                main:581]	:	INFO	:	Epoch 968 | loss: nan | val_loss: nan | Time: 3663.17 ms
[2020-11-26 07:52:15	                main:581]	:	INFO	:	Epoch 969 | loss: nan | val_loss: nan | Time: 3684 ms
[2020-11-26 07:52:18	                main:581]	:	INFO	:	Epoch 970 | loss: nan | val_loss: nan | Time: 3689.08 ms
[2020-11-26 07:52:22	                main:581]	:	INFO	:	Epoch 971 | loss: nan | val_loss: nan | Time: 3715.59 ms
[2020-11-26 07:52:26	                main:581]	:	INFO	:	Epoch 972 | loss: nan | val_loss: nan | Time: 3696.8 ms
[2020-11-26 07:52:30	                main:581]	:	INFO	:	Epoch 973 | loss: nan | val_loss: nan | Time: 3719.66 ms
[2020-11-26 07:52:33	                main:581]	:	INFO	:	Epoch 974 | loss: nan | val_loss: nan | Time: 3825.98 ms
[2020-11-26 07:52:37	                main:581]	:	INFO	:	Epoch 975 | loss: nan | val_loss: nan | Time: 4057.26 ms
[2020-11-26 07:52:42	                main:581]	:	INFO	:	Epoch 976 | loss: nan | val_loss: nan | Time: 4095.65 ms
[2020-11-26 07:52:45	                main:581]	:	INFO	:	Epoch 977 | loss: nan | val_loss: nan | Time: 3637.71 ms
[2020-11-26 07:52:49	                main:581]	:	INFO	:	Epoch 978 | loss: nan | val_loss: nan | Time: 3686.3 ms
[2020-11-26 07:52:53	                main:581]	:	INFO	:	Epoch 979 | loss: nan | val_loss: nan | Time: 3727.92 ms
[2020-11-26 07:52:56	                main:581]	:	INFO	:	Epoch 980 | loss: nan | val_loss: nan | Time: 3693.59 ms
[2020-11-26 07:53:00	                main:581]	:	INFO	:	Epoch 981 | loss: nan | val_loss: nan | Time: 3687.58 ms
[2020-11-26 07:53:04	                main:581]	:	INFO	:	Epoch 982 | loss: nan | val_loss: nan | Time: 3722.38 ms
[2020-11-26 07:53:08	                main:581]	:	INFO	:	Epoch 983 | loss: nan | val_loss: nan | Time: 3831.83 ms
[2020-11-26 07:53:12	                main:581]	:	INFO	:	Epoch 984 | loss: nan | val_loss: nan | Time: 4146.75 ms
[2020-11-26 07:53:15	                main:581]	:	INFO	:	Epoch 985 | loss: nan | val_loss: nan | Time: 3747.85 ms
[2020-11-26 07:53:19	                main:581]	:	INFO	:	Epoch 986 | loss: nan | val_loss: nan | Time: 3679.57 ms
[2020-11-26 07:53:23	                main:581]	:	INFO	:	Epoch 987 | loss: nan | val_loss: nan | Time: 3705.39 ms
[2020-11-26 07:53:27	                main:581]	:	INFO	:	Epoch 988 | loss: nan | val_loss: nan | Time: 3724.16 ms
[2020-11-26 07:53:30	                main:581]	:	INFO	:	Epoch 989 | loss: nan | val_loss: nan | Time: 3704.06 ms
[2020-11-26 07:53:34	                main:581]	:	INFO	:	Epoch 990 | loss: nan | val_loss: nan | Time: 3706.59 ms
[2020-11-26 07:53:38	                main:581]	:	INFO	:	Epoch 991 | loss: nan | val_loss: nan | Time: 3891.93 ms
[2020-11-26 07:53:42	                main:581]	:	INFO	:	Epoch 992 | loss: nan | val_loss: nan | Time: 3686.87 ms
[2020-11-26 07:53:46	                main:581]	:	INFO	:	Epoch 993 | loss: nan | val_loss: nan | Time: 4376.4 ms
[2020-11-26 07:53:50	                main:581]	:	INFO	:	Epoch 994 | loss: nan | val_loss: nan | Time: 3705.87 ms
[2020-11-26 07:53:53	                main:581]	:	INFO	:	Epoch 995 | loss: nan | val_loss: nan | Time: 3841.14 ms
[2020-11-26 07:53:57	                main:581]	:	INFO	:	Epoch 996 | loss: nan | val_loss: nan | Time: 3713.65 ms
[2020-11-26 07:54:01	                main:581]	:	INFO	:	Epoch 997 | loss: nan | val_loss: nan | Time: 3811.56 ms
[2020-11-26 07:54:05	                main:581]	:	INFO	:	Epoch 998 | loss: nan | val_loss: nan | Time: 3765.55 ms
[2020-11-26 07:54:09	                main:581]	:	INFO	:	Epoch 999 | loss: nan | val_loss: nan | Time: 3802.69 ms
[2020-11-26 07:54:12	                main:581]	:	INFO	:	Epoch 1000 | loss: nan | val_loss: nan | Time: 3707.93 ms
[2020-11-26 07:54:16	                main:581]	:	INFO	:	Epoch 1001 | loss: nan | val_loss: nan | Time: 3793.75 ms
[2020-11-26 07:54:20	                main:581]	:	INFO	:	Epoch 1002 | loss: nan | val_loss: nan | Time: 3774.5 ms
[2020-11-26 07:54:24	                main:581]	:	INFO	:	Epoch 1003 | loss: nan | val_loss: nan | Time: 3756.88 ms
[2020-11-26 07:54:28	                main:581]	:	INFO	:	Epoch 1004 | loss: nan | val_loss: nan | Time: 3977.36 ms
[2020-11-26 07:54:32	                main:581]	:	INFO	:	Epoch 1005 | loss: nan | val_loss: nan | Time: 4085.96 ms
[2020-11-26 07:54:35	                main:581]	:	INFO	:	Epoch 1006 | loss: nan | val_loss: nan | Time: 3677.64 ms
[2020-11-26 07:54:39	                main:581]	:	INFO	:	Epoch 1007 | loss: nan | val_loss: nan | Time: 3671.65 ms
[2020-11-26 07:54:43	                main:581]	:	INFO	:	Epoch 1008 | loss: nan | val_loss: nan | Time: 3666.8 ms
[2020-11-26 07:54:46	                main:581]	:	INFO	:	Epoch 1009 | loss: nan | val_loss: nan | Time: 3743.57 ms
[2020-11-26 07:54:50	                main:581]	:	INFO	:	Epoch 1010 | loss: nan | val_loss: nan | Time: 3703.93 ms
[2020-11-26 07:54:54	                main:581]	:	INFO	:	Epoch 1011 | loss: nan | val_loss: nan | Time: 3687.95 ms
[2020-11-26 07:54:58	                main:581]	:	INFO	:	Epoch 1012 | loss: nan | val_loss: nan | Time: 3795.8 ms
[2020-11-26 07:55:01	                main:581]	:	INFO	:	Epoch 1013 | loss: nan | val_loss: nan | Time: 3813.42 ms
[2020-11-26 07:55:05	                main:581]	:	INFO	:	Epoch 1014 | loss: nan | val_loss: nan | Time: 3727.03 ms
[2020-11-26 07:55:09	                main:581]	:	INFO	:	Epoch 1015 | loss: nan | val_loss: nan | Time: 3716.01 ms
[2020-11-26 07:55:12	                main:581]	:	INFO	:	Epoch 1016 | loss: nan | val_loss: nan | Time: 3659.21 ms
[2020-11-26 07:55:16	                main:581]	:	INFO	:	Epoch 1017 | loss: nan | val_loss: nan | Time: 3712.66 ms
[2020-11-26 07:55:20	                main:581]	:	INFO	:	Epoch 1018 | loss: nan | val_loss: nan | Time: 3716.28 ms
[2020-11-26 07:55:24	                main:581]	:	INFO	:	Epoch 1019 | loss: nan | val_loss: nan | Time: 3786.28 ms
[2020-11-26 07:55:28	                main:581]	:	INFO	:	Epoch 1020 | loss: nan | val_loss: nan | Time: 4108.58 ms
[2020-11-26 07:55:32	                main:581]	:	INFO	:	Epoch 1021 | loss: nan | val_loss: nan | Time: 3922.29 ms
[2020-11-26 07:55:36	                main:581]	:	INFO	:	Epoch 1022 | loss: nan | val_loss: nan | Time: 3778.34 ms
[2020-11-26 07:55:39	                main:581]	:	INFO	:	Epoch 1023 | loss: nan | val_loss: nan | Time: 3673.42 ms
[2020-11-26 07:55:43	                main:581]	:	INFO	:	Epoch 1024 | loss: nan | val_loss: nan | Time: 3728.33 ms
[2020-11-26 07:55:43	                main:604]	:	INFO	:	Saving trained model to model-final.pt, val_loss nan
[2020-11-26 07:55:43	                main:610]	:	INFO	:	Saving end state to config to file
[2020-11-26 07:55:43	                main:615]	:	INFO	:	Success, exiting..
07:55:43 (2549): 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)