Task 3020221
| Name | EightBitModified-1605932453-17795-0_0 |
| Workunit | 1364494 |
| Created | 21 Nov 2020, 4:20:55 UTC |
| Sent | 26 Nov 2020, 15:47:58 UTC |
| Report deadline | 4 Dec 2020, 15:47:58 UTC |
| Received | 26 Nov 2020, 17:01:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3280 |
| Run time | 1 hours 5 min 9 sec |
| CPU time | 1 hours 5 min 3 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| 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> 510 | loss: 0.0316275 | val_loss: 0.031611 | Time: 3793.44 ms [2020-11-26 08:28:21 main:581] : INFO : Epoch 511 | loss: 0.0315979 | val_loss: 0.0316089 | Time: 3752.21 ms [2020-11-26 08:28:25 main:581] : INFO : Epoch 512 | loss: 0.0315884 | val_loss: 0.0315956 | Time: 3703.96 ms [2020-11-26 08:28:28 main:581] : INFO : Epoch 513 | loss: 0.0315863 | val_loss: 0.0315991 | Time: 3693.62 ms [2020-11-26 08:28:32 main:581] : INFO : Epoch 514 | loss: 0.0315849 | val_loss: 0.031596 | Time: 3717.33 ms [2020-11-26 08:28:36 main:581] : INFO : Epoch 515 | loss: 0.031595 | val_loss: 0.0315985 | Time: 3707.65 ms [2020-11-26 08:28:40 main:581] : INFO : Epoch 516 | loss: 0.0315881 | val_loss: 0.0315794 | Time: 3832.64 ms [2020-11-26 08:28:44 main:581] : INFO : Epoch 517 | loss: 0.0315709 | val_loss: 0.0315763 | Time: 4191.62 ms [2020-11-26 08:28:47 main:581] : INFO : Epoch 518 | loss: 0.0315657 | val_loss: 0.0315836 | Time: 3799.06 ms [2020-11-26 08:28:51 main:581] : INFO : Epoch 519 | loss: 0.0315855 | val_loss: 0.0317022 | Time: 3923.71 ms [2020-11-26 08:28:55 main:581] : INFO : Epoch 520 | loss: 0.0316627 | val_loss: 0.03158 | Time: 3829.63 ms [2020-11-26 08:28:59 main:581] : INFO : Epoch 521 | loss: 0.0315663 | val_loss: 0.0315906 | Time: 3834.24 ms [2020-11-26 08:29:03 main:581] : INFO : Epoch 522 | loss: 0.0315667 | val_loss: 0.0315816 | Time: 3720.97 ms [2020-11-26 08:29:06 main:581] : INFO : Epoch 523 | loss: 0.0315569 | val_loss: 0.0315531 | Time: 3698.12 ms [2020-11-26 08:29:10 main:581] : INFO : Epoch 524 | loss: 0.0315505 | val_loss: 0.0315473 | Time: 3742.37 ms [2020-11-26 08:29:14 main:581] : INFO : Epoch 525 | loss: 0.0315437 | val_loss: 0.0315582 | Time: 3769.06 ms [2020-11-26 08:29:18 main:581] : INFO : Epoch 526 | loss: 0.0315392 | val_loss: 0.0315495 | Time: 3752.64 ms [2020-11-26 08:29:22 main:581] : INFO : Epoch 527 | loss: 0.0315387 | val_loss: 0.0315797 | Time: 3798.85 ms [2020-11-26 08:29:25 main:581] : INFO : Epoch 528 | loss: 0.0315351 | val_loss: 0.0315403 | Time: 3780.07 ms [2020-11-26 08:29:29 main:581] : INFO : Epoch 529 | loss: 0.0315269 | val_loss: 0.0315349 | Time: 3834.43 ms [2020-11-26 08:29:33 main:581] : INFO : Epoch 530 | loss: 0.0315281 | val_loss: 0.0315735 | Time: 3922.61 ms [2020-11-26 08:29:37 main:581] : INFO : Epoch 531 | loss: 0.0315783 | val_loss: 0.0315443 | Time: 4041.73 ms [2020-11-26 08:29:41 main:581] : INFO : Epoch 532 | loss: 0.0315244 | val_loss: 0.0315357 | Time: 3726.08 ms [2020-11-26 08:29:45 main:581] : INFO : Epoch 533 | loss: 0.0315155 | val_loss: 0.0315253 | Time: 3688.57 ms [2020-11-26 08:29:48 main:581] : INFO : Epoch 534 | loss: 0.0315113 | val_loss: 0.0315208 | Time: 3688.73 ms [2020-11-26 08:29:52 main:581] : INFO : Epoch 535 | loss: 0.0315129 | val_loss: 0.0315236 | Time: 3767.22 ms [2020-11-26 08:29:56 main:581] : INFO : Epoch 536 | loss: 0.0315518 | val_loss: 0.0316954 | Time: 3989.03 ms [2020-11-26 08:30:00 main:581] : INFO : Epoch 537 | loss: 0.0315595 | val_loss: 0.0315255 | Time: 3774.89 ms [2020-11-26 08:30:03 main:581] : INFO : Epoch 538 | loss: 0.0315197 | val_loss: 0.0315267 | Time: 3669.55 ms [2020-11-26 08:30:07 main:581] : INFO : Epoch 539 | loss: 0.0315038 | val_loss: 0.0315327 | Time: 3798.6 ms [2020-11-26 08:30:11 main:581] : INFO : Epoch 540 | loss: 0.0315085 | val_loss: 0.0315238 | Time: 3757.19 ms [2020-11-26 08:30:15 main:581] : INFO : Epoch 541 | loss: 0.0314967 | val_loss: 0.0315072 | Time: 3739.1 ms [2020-11-26 08:30:19 main:581] : INFO : Epoch 542 | loss: 0.0314993 | val_loss: 0.0315179 | Time: 3838.66 ms [2020-11-26 08:30:22 main:581] : INFO : Epoch 543 | loss: 0.0314979 | val_loss: 0.0315083 | Time: 3842.03 ms [2020-11-26 08:30:26 main:581] : INFO : Epoch 544 | loss: 0.0315228 | val_loss: 0.0315879 | Time: 3805.13 ms [2020-11-26 08:30:30 main:581] : INFO : Epoch 545 | loss: 0.0315483 | val_loss: 0.0315277 | Time: 3749.85 ms [2020-11-26 08:30:34 main:581] : INFO : Epoch 546 | loss: 0.0315192 | val_loss: 0.0315661 | Time: 3778.49 ms [2020-11-26 08:30:38 main:581] : INFO : Epoch 547 | loss: 0.0314937 | val_loss: 0.0315061 | Time: 3800.86 ms [2020-11-26 08:30:41 main:581] : INFO : Epoch 548 | loss: 0.0314865 | val_loss: 0.0314887 | Time: 3742.92 ms [2020-11-26 08:30:45 main:581] : INFO : Epoch 549 | loss: 0.031483 | val_loss: 0.0314889 | Time: 3708.52 ms [2020-11-26 08:30:49 main:581] : INFO : Epoch 550 | loss: 0.0314805 | val_loss: 0.0315025 | Time: 3732.44 ms [2020-11-26 08:30:52 main:581] : INFO : Epoch 551 | loss: 0.0315099 | val_loss: 0.031526 | Time: 3741.63 ms [2020-11-26 08:30:56 main:581] : INFO : Epoch 552 | loss: 0.0314882 | val_loss: 0.0314899 | Time: 3701.28 ms [2020-11-26 08:31:00 main:581] : INFO : Epoch 553 | loss: 0.0314784 | val_loss: 0.0314847 | Time: 3852.93 ms [2020-11-26 08:31:04 main:581] : INFO : Epoch 554 | loss: 0.0314818 | val_loss: 0.031485 | Time: 4145.21 ms [2020-11-26 08:31:08 main:581] : INFO : Epoch 555 | loss: 0.0315388 | val_loss: 0.0316384 | Time: 3967.29 ms [2020-11-26 08:31:12 main:581] : INFO : Epoch 556 | loss: 0.0315164 | val_loss: 0.0315028 | Time: 3831.16 ms [2020-11-26 08:31:16 main:581] : INFO : Epoch 557 | loss: 0.0314805 | val_loss: 0.0314896 | Time: 3715.09 ms [2020-11-26 08:31:19 main:581] : INFO : Epoch 558 | loss: 0.0314688 | val_loss: 0.0314829 | Time: 3706.75 ms [2020-11-26 08:31:23 main:581] : INFO : Epoch 559 | loss: 0.0314709 | val_loss: 0.0314752 | Time: 3723.91 ms [2020-11-26 08:31:27 main:581] : INFO : Epoch 560 | loss: 0.0314631 | val_loss: 0.0314738 | Time: 3680.86 ms [2020-11-26 08:31:31 main:581] : INFO : Epoch 561 | loss: 0.0314656 | val_loss: 0.0314983 | Time: 3725.32 ms [2020-11-26 08:31:35 main:581] : INFO : Epoch 562 | loss: 0.0314979 | val_loss: 0.0314987 | Time: 4063.18 ms [2020-11-26 08:31:38 main:581] : INFO : Epoch 563 | loss: 0.03147 | val_loss: 0.0314747 | Time: 3694.03 ms [2020-11-26 08:31:42 main:581] : INFO : Epoch 564 | loss: 0.0314646 | val_loss: 0.0314836 | Time: 3710.53 ms [2020-11-26 08:31:46 main:581] : INFO : Epoch 565 | loss: 0.0314723 | val_loss: 0.0314638 | Time: 3834.48 ms [2020-11-26 08:31:50 main:581] : INFO : Epoch 566 | loss: 0.0315028 | val_loss: 0.0315857 | Time: 4126.17 ms [2020-11-26 08:31:54 main:581] : INFO : Epoch 567 | loss: 0.0315323 | val_loss: 0.0314814 | Time: 3878.91 ms [2020-11-26 08:31:58 main:581] : INFO : Epoch 568 | loss: 0.0314722 | val_loss: 0.0314764 | Time: 3726.04 ms [2020-11-26 08:32:01 main:581] : INFO : Epoch 569 | loss: 0.0314581 | val_loss: 0.0314703 | Time: 3730.13 ms [2020-11-26 08:32:05 main:581] : INFO : Epoch 570 | loss: 0.0314547 | val_loss: 0.0314626 | Time: 3712.89 ms [2020-11-26 08:32:09 main:581] : INFO : Epoch 571 | loss: 0.0314577 | val_loss: 0.0314586 | Time: 3810.23 ms [2020-11-26 08:32:13 main:581] : INFO : Epoch 572 | loss: 0.0315875 | val_loss: 0.0315454 | Time: 3744.7 ms [2020-11-26 08:32:16 main:581] : INFO : Epoch 573 | loss: 0.0315024 | val_loss: 0.0315114 | Time: 3718.22 ms [2020-11-26 08:32:20 main:581] : INFO : Epoch 574 | loss: 0.0314669 | val_loss: 0.0314577 | Time: 3775.8 ms [2020-11-26 08:32:24 main:581] : INFO : Epoch 575 | loss: 0.031453 | val_loss: 0.0314631 | Time: 3778.96 ms [2020-11-26 08:32:28 main:581] : INFO : Epoch 576 | loss: 0.0314511 | val_loss: 0.0314575 | Time: 3978.51 ms [2020-11-26 08:32:32 main:581] : INFO : Epoch 577 | loss: 0.0314561 | val_loss: 0.0314708 | Time: 4327.45 ms [2020-11-26 08:32:36 main:581] : INFO : Epoch 578 | loss: 0.031443 | val_loss: 0.0314616 | Time: 3838.25 ms [2020-11-26 08:32:40 main:581] : INFO : Epoch 579 | loss: 0.0314501 | val_loss: 0.0314696 | Time: 3810.39 ms [2020-11-26 08:32:44 main:581] : INFO : Epoch 580 | loss: 0.0314602 | val_loss: 0.0315457 | Time: 3732.49 ms [2020-11-26 08:32:47 main:581] : INFO : Epoch 581 | loss: 0.0314999 | val_loss: 0.0314603 | Time: 3705.34 ms [2020-11-26 08:32:51 main:581] : INFO : Epoch 582 | loss: 0.0314509 | val_loss: 0.031476 | Time: 3771.71 ms [2020-11-26 08:32:55 main:581] : INFO : Epoch 583 | loss: 0.0314537 | val_loss: 0.0314613 | Time: 3759.87 ms [2020-11-26 08:32:59 main:581] : INFO : Epoch 584 | loss: 0.0314563 | val_loss: 0.0314791 | Time: 3848.02 ms [2020-11-26 08:33:03 main:581] : INFO : Epoch 585 | loss: 0.031512 | val_loss: 0.0314873 | Time: 4286.9 ms [2020-11-26 08:33:07 main:581] : INFO : Epoch 586 | loss: 0.0314486 | val_loss: 0.0314609 | Time: 3798.43 ms [2020-11-26 08:33:11 main:581] : INFO : Epoch 587 | loss: 0.0314413 | val_loss: 0.0314483 | Time: 3861.14 ms [2020-11-26 08:33:14 main:581] : INFO : Epoch 588 | loss: 0.0314394 | val_loss: 0.0314516 | Time: 3866.18 ms [2020-11-26 08:33:18 main:581] : INFO : Epoch 589 | loss: 0.0314422 | val_loss: 0.0314631 | Time: 3708.24 ms [2020-11-26 08:33:22 main:581] : INFO : Epoch 590 | loss: 0.0314343 | val_loss: 0.0314572 | Time: 3793.07 ms [2020-11-26 08:33:26 main:581] : INFO : Epoch 591 | loss: 0.0314949 | val_loss: 0.0316476 | Time: 3707.86 ms [2020-11-26 08:33:29 main:581] : INFO : Epoch 592 | loss: 0.0314951 | val_loss: 0.0314525 | Time: 3736.37 ms [2020-11-26 08:33:33 main:581] : INFO : Epoch 593 | loss: 0.0314376 | val_loss: 0.0314484 | Time: 3722.79 ms [2020-11-26 08:33:37 main:581] : INFO : Epoch 594 | loss: 0.031433 | val_loss: 0.0314437 | Time: 4116.67 ms [2020-11-26 08:33:41 main:581] : INFO : Epoch 595 | loss: 0.031424 | val_loss: 0.0314395 | Time: 3937.86 ms [2020-11-26 08:33:45 main:581] : INFO : Epoch 596 | loss: 0.0314232 | val_loss: 0.0314468 | Time: 3794.38 ms [2020-11-26 08:33:49 main:581] : INFO : Epoch 597 | loss: 0.0314744 | val_loss: 0.0314362 | Time: 3883.35 ms [2020-11-26 08:33:53 main:581] : INFO : Epoch 598 | loss: 0.0314278 | val_loss: 0.0314283 | Time: 3774.72 ms [2020-11-26 08:33:56 main:581] : INFO : Epoch 599 | loss: 0.0314288 | val_loss: 0.0314316 | Time: 3716.14 ms [2020-11-26 08:34:00 main:581] : INFO : Epoch 600 | loss: 0.0314235 | val_loss: 0.0314234 | Time: 3870.17 ms [2020-11-26 08:34:04 main:581] : INFO : Epoch 601 | loss: 0.0314197 | val_loss: 0.0314297 | Time: 3852.87 ms [2020-11-26 08:34:08 main:581] : INFO : Epoch 602 | loss: 0.0314296 | val_loss: 0.0314565 | Time: 3717.76 ms [2020-11-26 08:34:11 main:581] : INFO : Epoch 603 | loss: 0.0314349 | val_loss: 0.0314386 | Time: 3731 ms [2020-11-26 08:34:15 main:581] : INFO : Epoch 604 | loss: 0.0314151 | val_loss: 0.0314462 | Time: 3753.46 ms [2020-11-26 08:34:19 main:581] : INFO : Epoch 605 | loss: 0.0314267 | val_loss: 0.0314941 | Time: 4079.83 ms [2020-11-26 08:34:23 main:581] : INFO : Epoch 606 | loss: 0.031496 | val_loss: 0.0314654 | Time: 3667.88 ms [2020-11-26 08:34:27 main:581] : INFO : Epoch 607 | loss: 0.0314589 | val_loss: 0.0314234 | Time: 3670.21 ms [2020-11-26 08:34:31 main:581] : INFO : Epoch 608 | loss: 0.0314264 | val_loss: 0.031414 | Time: 3992.23 ms [2020-11-26 08:34:34 main:581] : INFO : Epoch 609 | loss: 0.0314115 | val_loss: 0.0314396 | Time: 3699.9 ms [2020-11-26 08:34:38 main:581] : INFO : Epoch 610 | loss: 0.0314205 | val_loss: 0.0314182 | Time: 3805.32 ms [2020-11-26 08:34:42 main:581] : INFO : Epoch 611 | loss: 0.0314102 | val_loss: 0.0314182 | Time: 3974.38 ms [2020-11-26 08:34:46 main:581] : INFO : Epoch 612 | loss: 0.0314053 | val_loss: 0.0314196 | Time: 3765.79 ms [2020-11-26 08:34:50 main:581] : INFO : Epoch 613 | loss: 0.031407 | val_loss: 0.0314217 | Time: 3778.24 ms [2020-11-26 08:34:53 main:581] : INFO : Epoch 614 | loss: 0.0314428 | val_loss: 0.0315427 | Time: 3707.07 ms [2020-11-26 08:34:57 main:581] : INFO : Epoch 615 | loss: 0.0314328 | val_loss: 0.0314332 | Time: 3766.23 ms [2020-11-26 08:35:01 main:581] : INFO : Epoch 616 | loss: 0.0314014 | val_loss: 0.0314117 | Time: 3744.12 ms [2020-11-26 08:35:05 main:581] : INFO : Epoch 617 | loss: 0.0314015 | val_loss: 0.031428 | Time: 3703.68 ms [2020-11-26 08:35:08 main:581] : INFO : Epoch 618 | loss: 0.031406 | val_loss: 0.0314178 | Time: 3747.48 ms [2020-11-26 08:35:12 main:581] : INFO : Epoch 619 | loss: 0.0314053 | val_loss: 0.0314093 | Time: 4029.92 ms [2020-11-26 08:35:16 main:581] : INFO : Epoch 620 | loss: 0.0313981 | val_loss: 0.0314013 | Time: 3741.81 ms [2020-11-26 08:35:20 main:581] : INFO : Epoch 621 | loss: 0.0313959 | val_loss: 0.0314104 | Time: 3824.3 ms [2020-11-26 08:35:24 main:581] : INFO : Epoch 622 | loss: 0.0314049 | val_loss: 0.0314216 | Time: 4226.15 ms [2020-11-26 08:35:28 main:581] : INFO : Epoch 623 | loss: 0.0314397 | val_loss: 0.0314433 | Time: 3910.48 ms [2020-11-26 08:35:32 main:581] : INFO : Epoch 624 | loss: 0.0314233 | val_loss: 0.0314304 | Time: 3729.55 ms [2020-11-26 08:35:36 main:581] : INFO : Epoch 625 | loss: 0.0314028 | val_loss: 0.0314016 | Time: 3741.67 ms [2020-11-26 08:35:39 main:581] : INFO : Epoch 626 | loss: 0.0313941 | val_loss: 0.0313913 | Time: 3726.11 ms [2020-11-26 08:35:43 main:581] : INFO : Epoch 627 | loss: 0.0313929 | val_loss: 0.0313935 | Time: 3696.38 ms [2020-11-26 08:35:47 main:581] : INFO : Epoch 628 | loss: 0.0313958 | val_loss: 0.0314593 | Time: 3680.78 ms [2020-11-26 08:35:50 main:581] : INFO : Epoch 629 | loss: 0.0314933 | val_loss: 0.0314726 | Time: 3741.76 ms [2020-11-26 08:35:54 main:581] : INFO : Epoch 630 | loss: 0.0314186 | val_loss: 0.0314157 | Time: 3735.01 ms [2020-11-26 08:35:58 main:581] : INFO : Epoch 631 | loss: 0.0314122 | val_loss: 0.0314338 | Time: 3762.26 ms [2020-11-26 08:36:02 main:581] : INFO : Epoch 632 | loss: 0.031396 | val_loss: 0.0313978 | Time: 4008.6 ms [2020-11-26 08:36:06 main:581] : INFO : Epoch 633 | loss: 0.0313886 | val_loss: 0.0313929 | Time: 3961.88 ms [2020-11-26 08:36:10 main:581] : INFO : Epoch 634 | loss: 0.031382 | val_loss: 0.0313953 | Time: 3787.72 ms [2020-11-26 08:36:13 main:581] : INFO : Epoch 635 | loss: 0.0313848 | val_loss: 0.0313899 | Time: 3832.97 ms [2020-11-26 08:36:18 main:581] : INFO : Epoch 636 | loss: 0.0313867 | val_loss: 0.0314153 | Time: 4252.61 ms [2020-11-26 08:36:21 main:581] : INFO : Epoch 637 | loss: 0.0314143 | val_loss: 0.0313974 | Time: 3696.48 ms [2020-11-26 08:36:25 main:581] : INFO : Epoch 638 | loss: 0.0313941 | val_loss: 0.0314024 | Time: 3661.37 ms [2020-11-26 08:36:29 main:581] : INFO : Epoch 639 | loss: 0.0313876 | val_loss: 0.031392 | Time: 3669.47 ms [2020-11-26 08:36:33 main:581] : INFO : Epoch 640 | loss: 0.0313823 | val_loss: 0.0313881 | Time: 3767.98 ms [2020-11-26 08:36:36 main:581] : INFO : Epoch 641 | loss: 0.0313879 | val_loss: 0.0314388 | Time: 3764.28 ms [2020-11-26 08:36:40 main:581] : INFO : Epoch 642 | loss: 0.0314154 | val_loss: 0.0314067 | Time: 3799.93 ms [2020-11-26 08:36:44 main:581] : INFO : Epoch 643 | loss: 0.0313865 | val_loss: 0.0313994 | Time: 3824.51 ms [2020-11-26 08:36:48 main:581] : INFO : Epoch 644 | loss: 0.0313829 | val_loss: 0.0313874 | Time: 3804.84 ms [2020-11-26 08:36:51 main:581] : INFO : Epoch 645 | loss: 0.0313797 | val_loss: 0.0314002 | Time: 3737.88 ms [2020-11-26 08:36:55 main:581] : INFO : Epoch 646 | loss: 0.0314222 | val_loss: 0.0314994 | Time: 3704.1 ms [2020-11-26 08:36:59 main:581] : INFO : Epoch 647 | loss: 0.0314376 | val_loss: 0.0313975 | Time: 3735.04 ms [2020-11-26 08:37:03 main:581] : INFO : Epoch 648 | loss: 0.0313908 | val_loss: 0.0313978 | Time: 3704.26 ms [2020-11-26 08:37:06 main:581] : INFO : Epoch 649 | loss: 0.0313794 | val_loss: 0.031382 | Time: 3733.66 ms [2020-11-26 08:37:10 main:581] : INFO : Epoch 650 | loss: 0.0313887 | val_loss: 0.0314602 | Time: 3791.32 ms [2020-11-26 08:37:14 main:581] : INFO : Epoch 651 | loss: 0.0314138 | val_loss: 0.0313869 | Time: 3780.69 ms [2020-11-26 08:37:18 main:581] : INFO : Epoch 652 | loss: 0.0313801 | val_loss: 0.0313881 | Time: 3889.27 ms [2020-11-26 08:37:22 main:581] : INFO : Epoch 653 | loss: 0.0313745 | val_loss: 0.0313816 | Time: 4006.02 ms [2020-11-26 08:37:26 main:581] : INFO : Epoch 654 | loss: 0.0313774 | val_loss: 0.0314019 | Time: 4060.94 ms [2020-11-26 08:37:30 main:581] : INFO : Epoch 655 | loss: 0.0313805 | val_loss: 0.0313895 | Time: 3684.88 ms [2020-11-26 08:37:33 main:581] : INFO : Epoch 656 | loss: 0.031392 | val_loss: 0.0314623 | Time: 3716.05 ms [2020-11-26 08:37:37 main:581] : INFO : Epoch 657 | loss: 0.0314102 | val_loss: 0.0314037 | Time: 4083.31 ms [2020-11-26 08:37:41 main:581] : INFO : Epoch 658 | loss: 0.0313791 | val_loss: 0.0313922 | Time: 4018.06 ms [2020-11-26 08:37:45 main:581] : INFO : Epoch 659 | loss: 0.0313906 | val_loss: 0.031434 | Time: 3673.63 ms [2020-11-26 08:37:49 main:581] : INFO : Epoch 660 | loss: 0.0314097 | val_loss: 0.0313933 | Time: 3726.58 ms [2020-11-26 08:37:53 main:581] : INFO : Epoch 661 | loss: 0.0313812 | val_loss: 0.0313909 | Time: 3739.24 ms [2020-11-26 08:37:56 main:581] : INFO : Epoch 662 | loss: 0.0313855 | val_loss: 0.0314012 | Time: 3745.71 ms [2020-11-26 08:38:00 main:581] : INFO : Epoch 663 | loss: 0.0313878 | val_loss: 0.03139 | Time: 3782.77 ms [2020-11-26 08:38:04 main:581] : INFO : Epoch 664 | loss: 0.0313721 | val_loss: 0.0313783 | Time: 3724.73 ms [2020-11-26 08:38:08 main:581] : INFO : Epoch 665 | loss: 0.0313738 | val_loss: 0.0313907 | Time: 3726.67 ms [2020-11-26 08:38:11 main:581] : INFO : Epoch 666 | loss: 0.0314115 | val_loss: 0.0314197 | Time: 3770.66 ms [2020-11-26 08:38:15 main:581] : INFO : Epoch 667 | loss: 0.031401 | val_loss: 0.0314168 | Time: 3693.5 ms [2020-11-26 08:38:19 main:581] : INFO : Epoch 668 | loss: 0.0313928 | val_loss: 0.0313832 | Time: 3679.31 ms [2020-11-26 08:38:23 main:581] : INFO : Epoch 669 | loss: 0.0313753 | val_loss: 0.031381 | Time: 3914.3 ms [2020-11-26 08:38:26 main:581] : INFO : Epoch 670 | loss: 0.0313768 | val_loss: 0.0313904 | Time: 3757.68 ms [2020-11-26 08:38:30 main:581] : INFO : Epoch 671 | loss: 0.0313942 | val_loss: 0.0313885 | Time: 3732.63 ms [2020-11-26 08:38:34 main:581] : INFO : Epoch 672 | loss: 0.0313732 | val_loss: 0.0313732 | Time: 3875.29 ms [2020-11-26 08:38:38 main:581] : INFO : Epoch 673 | loss: 0.031373 | val_loss: 0.0314008 | Time: 3804.07 ms [2020-11-26 08:38:42 main:581] : INFO : Epoch 674 | loss: 0.0314047 | val_loss: 0.031401 | Time: 3821.59 ms [2020-11-26 08:38:45 main:581] : INFO : Epoch 675 | loss: 0.0314004 | val_loss: 0.0314565 | Time: 3844.97 ms [2020-11-26 08:38:49 main:581] : INFO : Epoch 676 | loss: 0.0314101 | val_loss: 0.0313866 | Time: 3749.36 ms [2020-11-26 08:38:53 main:581] : INFO : Epoch 677 | loss: 0.0313751 | val_loss: 0.031375 | Time: 3686.29 ms [2020-11-26 08:38:57 main:581] : INFO : Epoch 678 | loss: 0.0313695 | val_loss: 0.0313767 | Time: 3684 ms [2020-11-26 08:39:00 main:581] : INFO : Epoch 679 | loss: 0.0313678 | val_loss: 0.0313808 | Time: 3734.75 ms [2020-11-26 08:39:04 main:581] : INFO : Epoch 680 | loss: 0.0313646 | val_loss: 0.0313773 | Time: 3726.72 ms [2020-11-26 08:39:08 main:581] : INFO : Epoch 681 | loss: 0.0313974 | val_loss: 0.0314292 | Time: 3749.67 ms [2020-11-26 08:39:12 main:581] : INFO : Epoch 682 | loss: 0.0313815 | val_loss: 0.0313895 | Time: 3864.38 ms [2020-11-26 08:39:15 main:581] : INFO : Epoch 683 | loss: 0.031377 | val_loss: 0.0314023 | Time: 3830.53 ms [2020-11-26 08:39:20 main:581] : INFO : Epoch 684 | loss: 0.031378 | val_loss: 0.0313801 | Time: 4302.25 ms [2020-11-26 08:39:24 main:581] : INFO : Epoch 685 | loss: 0.0313681 | val_loss: 0.0313803 | Time: 4349.55 ms [2020-11-26 08:39:28 main:581] : INFO : Epoch 686 | loss: 0.0313793 | val_loss: 0.0313753 | Time: 3687.25 ms [2020-11-26 08:39:32 main:581] : INFO : Epoch 687 | loss: 0.0313679 | val_loss: 0.0313762 | Time: 3755.91 ms [2020-11-26 08:39:35 main:581] : INFO : Epoch 688 | loss: 0.0313827 | val_loss: 0.0314102 | Time: 3726.29 ms [2020-11-26 08:39:39 main:581] : INFO : Epoch 689 | loss: 0.031419 | val_loss: 0.0314065 | Time: 3694.26 ms [2020-11-26 08:39:43 main:581] : INFO : Epoch 690 | loss: 0.0313804 | val_loss: 0.0313921 | Time: 3684.31 ms [2020-11-26 08:39:46 main:581] : INFO : Epoch 691 | loss: 0.0313756 | val_loss: 0.0313946 | Time: 3694.2 ms [2020-11-26 08:39:50 main:581] : INFO : Epoch 692 | loss: 0.0313784 | val_loss: 0.0313773 | Time: 3690.53 ms [2020-11-26 08:39:54 main:581] : INFO : Epoch 693 | loss: 0.0313669 | val_loss: 0.0313784 | Time: 3735.92 ms [2020-11-26 08:39:58 main:581] : INFO : Epoch 694 | loss: 0.0313663 | val_loss: 0.0313914 | Time: 3917.42 ms [2020-11-26 08:40:02 main:581] : INFO : Epoch 695 | loss: 0.0313965 | val_loss: 0.0313879 | Time: 3972.33 ms [2020-11-26 08:40:05 main:581] : INFO : Epoch 696 | loss: 0.0313877 | val_loss: 0.0313828 | Time: 3840.93 ms [2020-11-26 08:40:09 main:581] : INFO : Epoch 697 | loss: 0.0313963 | val_loss: 0.0314315 | Time: 3807.2 ms [2020-11-26 08:40:13 main:581] : INFO : Epoch 698 | loss: 0.0313793 | val_loss: 0.0313793 | Time: 3830.33 ms [2020-11-26 08:40:17 main:581] : INFO : Epoch 699 | loss: 0.0313681 | val_loss: 0.0313684 | Time: 3715.68 ms [2020-11-26 08:40:21 main:581] : INFO : Epoch 700 | loss: 0.0313578 | val_loss: 0.0313693 | Time: 3683.59 ms [2020-11-26 08:40:24 main:581] : INFO : Epoch 701 | loss: 0.031371 | val_loss: 0.0314186 | Time: 3674.93 ms [2020-11-26 08:40:28 main:581] : INFO : Epoch 702 | loss: 0.0313785 | val_loss: 0.0313823 | Time: 3659.59 ms [2020-11-26 08:40:32 main:581] : INFO : Epoch 703 | loss: 0.0313648 | val_loss: 0.0313752 | Time: 3815.05 ms [2020-11-26 08:40:36 main:581] : INFO : Epoch 704 | loss: 0.0313886 | val_loss: 0.0314535 | Time: 3912.8 ms [2020-11-26 08:40:39 main:581] : INFO : Epoch 705 | loss: 0.0313958 | val_loss: 0.0313918 | Time: 3820.43 ms [2020-11-26 08:40:43 main:581] : INFO : Epoch 706 | loss: 0.0313867 | val_loss: 0.0314242 | Time: 3760.02 ms [2020-11-26 08:40:47 main:581] : INFO : Epoch 707 | loss: 0.0313812 | val_loss: 0.0313843 | Time: 3626.74 ms [2020-11-26 08:40:50 main:581] : INFO : Epoch 708 | loss: 0.0313739 | val_loss: 0.0313855 | Time: 3626.63 ms [2020-11-26 08:40:54 main:581] : INFO : Epoch 709 | loss: 0.0313816 | val_loss: 0.0313952 | Time: 3693.87 ms [2020-11-26 08:40:58 main:581] : INFO : Epoch 710 | loss: 0.0313758 | val_loss: 0.0313702 | Time: 4020.15 ms [2020-11-26 08:41:02 main:581] : INFO : Epoch 711 | loss: 0.0313678 | val_loss: 0.0313688 | Time: 3818.19 ms [2020-11-26 08:41:06 main:581] : INFO : Epoch 712 | loss: 0.0313654 | val_loss: 0.0313739 | Time: 3741.28 ms [2020-11-26 08:41:10 main:581] : INFO : Epoch 713 | loss: 0.0313657 | val_loss: 0.0313939 | Time: 4166.99 ms [2020-11-26 08:41:14 main:581] : INFO : Epoch 714 | loss: 0.031395 | val_loss: 0.0313875 | Time: 4041.94 ms [2020-11-26 08:41:18 main:581] : INFO : Epoch 715 | loss: 0.0313754 | val_loss: 0.0313788 | Time: 3784.19 ms [2020-11-26 08:41:20 main:581] : INFO : Epoch 716 | loss: 0.0313674 | val_loss: 0.031371 | Time: 2691.37 ms [2020-11-26 08:41:24 main:581] : INFO : Epoch 717 | loss: 0.0313726 | val_loss: 0.0313865 | Time: 3776.92 ms [2020-11-26 08:41:28 main:581] : INFO : Epoch 718 | loss: 0.0313743 | val_loss: 0.031396 | Time: 3764.96 ms [2020-11-26 08:41:32 main:581] : INFO : Epoch 719 | loss: 0.0313808 | val_loss: 0.0314085 | Time: 3746.19 ms [2020-11-26 08:41:35 main:581] : INFO : Epoch 720 | loss: 0.0314064 | val_loss: 0.0314373 | Time: 3747.73 ms [2020-11-26 08:41:39 main:581] : INFO : Epoch 721 | loss: 0.0313925 | val_loss: 0.0313744 | Time: 3739.66 ms [2020-11-26 08:41:43 main:581] : INFO : Epoch 722 | loss: 0.0313771 | val_loss: 0.0313784 | Time: 3678.78 ms [2020-11-26 08:41:47 main:581] : INFO : Epoch 723 | loss: 0.0313702 | val_loss: 0.0313791 | Time: 3751.74 ms [2020-11-26 08:41:50 main:581] : INFO : Epoch 724 | loss: 0.0313692 | val_loss: 0.0314026 | Time: 3810.77 ms [2020-11-26 08:41:56 main:581] : INFO : Epoch 725 | loss: 0.0313779 | val_loss: 0.0313884 | Time: 5564.55 ms [2020-11-26 08:42:00 main:581] : INFO : Epoch 726 | loss: 0.0313664 | val_loss: 0.0313673 | Time: 4266.22 ms [2020-11-26 08:42:04 main:581] : INFO : Epoch 727 | loss: 0.0313771 | val_loss: 0.0313832 | Time: 3790.8 ms [2020-11-26 08:42:08 main:581] : INFO : Epoch 728 | loss: 0.0313749 | val_loss: 0.0313751 | Time: 3704.07 ms [2020-11-26 08:42:12 main:581] : INFO : Epoch 729 | loss: 0.0313685 | val_loss: 0.0313677 | Time: 3939.82 ms [2020-11-26 08:42:15 main:581] : INFO : Epoch 730 | loss: 0.0314037 | val_loss: 0.0314496 | Time: 3734.14 ms [2020-11-26 08:42:19 main:581] : INFO : Epoch 731 | loss: 0.0314043 | val_loss: 0.0313812 | Time: 3708.23 ms [2020-11-26 08:42:23 main:581] : INFO : Epoch 732 | loss: 0.0313712 | val_loss: 0.0313931 | Time: 4112.98 ms [2020-11-26 08:42:27 main:581] : INFO : Epoch 733 | loss: 0.0313716 | val_loss: 0.0313754 | Time: 3771.82 ms [2020-11-26 08:42:31 main:581] : INFO : Epoch 734 | loss: 0.0313652 | val_loss: 0.0313748 | Time: 3758.49 ms [2020-11-26 08:42:34 main:581] : INFO : Epoch 735 | loss: 0.0313682 | val_loss: 0.0313667 | Time: 3737.43 ms [2020-11-26 08:42:38 main:581] : INFO : Epoch 736 | loss: 0.0313662 | val_loss: 0.0313764 | Time: 3741.65 ms [2020-11-26 08:42:42 main:581] : INFO : Epoch 737 | loss: 0.0313724 | val_loss: 0.0313981 | Time: 3836.66 ms [2020-11-26 08:42:46 main:581] : INFO : Epoch 738 | loss: 0.0313824 | val_loss: 0.0313791 | Time: 4130.63 ms [2020-11-26 08:42:50 main:581] : INFO : Epoch 739 | loss: 0.031368 | val_loss: 0.0313746 | Time: 4004.56 ms [2020-11-26 08:42:54 main:581] : INFO : Epoch 740 | loss: 0.0313663 | val_loss: 0.0313698 | Time: 3842.89 ms [2020-11-26 08:42:58 main:581] : INFO : Epoch 741 | loss: 0.0313775 | val_loss: 0.0314265 | Time: 3806.33 ms [2020-11-26 08:43:02 main:581] : INFO : Epoch 742 | loss: 0.0313915 | val_loss: 0.0313747 | Time: 4086.49 ms [2020-11-26 08:43:06 main:581] : INFO : Epoch 743 | loss: 0.0313642 | val_loss: 0.0313742 | Time: 3930.55 ms [2020-11-26 08:43:10 main:581] : INFO : Epoch 744 | loss: 0.0314013 | val_loss: 0.0313975 | Time: 3749.11 ms [2020-11-26 08:43:13 main:581] : INFO : Epoch 745 | loss: 0.0313681 | val_loss: 0.0313738 | Time: 3709.21 ms [2020-11-26 08:43:17 main:581] : INFO : Epoch 746 | loss: 0.0313596 | val_loss: 0.0313715 | Time: 3662.58 ms [2020-11-26 08:43:21 main:581] : INFO : Epoch 747 | loss: 0.0313807 | val_loss: 0.0314268 | Time: 3670.98 ms [2020-11-26 08:43:24 main:581] : INFO : Epoch 748 | loss: 0.0313839 | val_loss: 0.031394 | Time: 3684.53 ms [2020-11-26 08:43:29 main:581] : INFO : Epoch 749 | loss: 0.0313722 | val_loss: 0.03137 | Time: 4188.92 ms [2020-11-26 08:43:32 main:581] : INFO : Epoch 750 | loss: 0.0313627 | val_loss: 0.0313702 | Time: 3911.06 ms [2020-11-26 08:43:36 main:581] : INFO : Epoch 751 | loss: 0.0313815 | val_loss: 0.0314234 | Time: 3768.39 ms [2020-11-26 08:43:40 main:581] : INFO : Epoch 752 | loss: 0.0313786 | val_loss: 0.0313829 | Time: 3768.11 ms [2020-11-26 08:43:44 main:581] : INFO : Epoch 753 | loss: 0.0313702 | val_loss: 0.0313714 | Time: 3712.13 ms [2020-11-26 08:43:47 main:581] : INFO : Epoch 754 | loss: 0.0313602 | val_loss: 0.0313725 | Time: 3731.92 ms [2020-11-26 08:43:51 main:581] : INFO : Epoch 755 | loss: 0.0313839 | val_loss: 0.0313822 | Time: 3713.19 ms [2020-11-26 08:43:55 main:581] : INFO : Epoch 756 | loss: 0.0313958 | val_loss: 0.0314183 | Time: 3730.71 ms [2020-11-26 08:43:59 main:581] : INFO : Epoch 757 | loss: 0.0313685 | val_loss: 0.0313681 | Time: 3765.69 ms [2020-11-26 08:44:02 main:581] : INFO : Epoch 758 | loss: 0.0313566 | val_loss: 0.0313623 | Time: 3829.16 ms [2020-11-26 08:44:06 main:581] : INFO : Epoch 759 | loss: 0.0313563 | val_loss: 0.0313773 | Time: 3802.16 ms [2020-11-26 08:44:11 main:581] : INFO : Epoch 760 | loss: 0.031378 | val_loss: 0.0313794 | Time: 4365.74 ms [2020-11-26 08:44:14 main:581] : INFO : Epoch 761 | loss: 0.031367 | val_loss: 0.0313681 | Time: 3829.69 ms [2020-11-26 08:44:18 main:581] : INFO : Epoch 762 | loss: 0.0313596 | val_loss: 0.0313667 | Time: 3884.62 ms [2020-11-26 08:44:22 main:581] : INFO : Epoch 763 | loss: 0.0313533 | val_loss: 0.0313614 | Time: 3924.15 ms [2020-11-26 08:44:26 main:581] : INFO : Epoch 764 | loss: 0.0313809 | val_loss: 0.031435 | Time: 3738.37 ms [2020-11-26 08:44:30 main:581] : INFO : Epoch 765 | loss: 0.031401 | val_loss: 0.031384 | Time: 3749.73 ms [2020-11-26 08:44:34 main:581] : INFO : Epoch 766 | loss: 0.0313691 | val_loss: 0.0313694 | Time: 3731.14 ms [2020-11-26 08:44:37 main:581] : INFO : Epoch 767 | loss: 0.0313635 | val_loss: 0.0313774 | Time: 3721.41 ms [2020-11-26 08:44:41 main:581] : INFO : Epoch 768 | loss: 0.0313758 | val_loss: 0.0313805 | Time: 3753.15 ms [2020-11-26 08:44:45 main:581] : INFO : Epoch 769 | loss: 0.0313706 | val_loss: 0.0313869 | Time: 3714 ms [2020-11-26 08:44:48 main:581] : INFO : Epoch 770 | loss: 0.0313762 | val_loss: 0.031372 | Time: 3673.11 ms [2020-11-26 08:44:52 main:581] : INFO : Epoch 771 | loss: 0.0313702 | val_loss: 0.0314134 | Time: 3697.73 ms [2020-11-26 08:44:56 main:581] : INFO : Epoch 772 | loss: 0.0313977 | val_loss: 0.0313689 | Time: 4019.05 ms [2020-11-26 08:45:00 main:581] : INFO : Epoch 773 | loss: 0.0313808 | val_loss: 0.0313784 | Time: 4112.17 ms [2020-11-26 08:45:04 main:581] : INFO : Epoch 774 | loss: 0.0313752 | val_loss: 0.0313657 | Time: 4019.3 ms [2020-11-26 08:45:08 main:581] : INFO : Epoch 775 | loss: 0.0313539 | val_loss: 0.0313699 | Time: 3687.21 ms [2020-11-26 08:45:12 main:581] : INFO : Epoch 776 | loss: 0.0313575 | val_loss: 0.0313638 | Time: 3666.03 ms [2020-11-26 08:45:15 main:581] : INFO : Epoch 777 | loss: 0.0313647 | val_loss: 0.0313842 | Time: 3739.15 ms [2020-11-26 08:45:19 main:581] : INFO : Epoch 778 | loss: 0.0313884 | val_loss: 0.0313842 | Time: 3785.75 ms [2020-11-26 08:45:23 main:581] : INFO : Epoch 779 | loss: 0.0313619 | val_loss: 0.0313723 | Time: 3860.95 ms [2020-11-26 08:45:27 main:581] : INFO : Epoch 780 | loss: 0.0313637 | val_loss: 0.0313735 | Time: 3702.17 ms [2020-11-26 08:45:30 main:581] : INFO : Epoch 781 | loss: 0.0313654 | val_loss: 0.031385 | Time: 3715.51 ms [2020-11-26 08:45:34 main:581] : INFO : Epoch 782 | loss: 0.031374 | val_loss: 0.031372 | Time: 3778.15 ms [2020-11-26 08:45:38 main:581] : INFO : Epoch 783 | loss: 0.0313762 | val_loss: 0.0313756 | Time: 4326.02 ms [2020-11-26 08:45:42 main:581] : INFO : Epoch 784 | loss: 0.0313845 | val_loss: 0.0314074 | Time: 3820.09 ms [2020-11-26 08:45:46 main:581] : INFO : Epoch 785 | loss: 0.0313766 | val_loss: 0.0313742 | Time: 4015.75 ms [2020-11-26 08:45:50 main:581] : INFO : Epoch 786 | loss: 0.0313577 | val_loss: 0.0313698 | Time: 3737.28 ms [2020-11-26 08:45:54 main:581] : INFO : Epoch 787 | loss: 0.0313645 | val_loss: 0.0313859 | Time: 3707.01 ms [2020-11-26 08:45:57 main:581] : INFO : Epoch 788 | loss: 0.0313728 | val_loss: 0.031378 | Time: 3702.3 ms [2020-11-26 08:46:01 main:581] : INFO : Epoch 789 | loss: 0.0313685 | val_loss: 0.0313601 | Time: 3750.47 ms [2020-11-26 08:46:05 main:581] : INFO : Epoch 790 | loss: 0.0313626 | val_loss: 0.0313841 | Time: 3776.62 ms [2020-11-26 08:46:09 main:581] : INFO : Epoch 791 | loss: 0.0313948 | val_loss: 0.0314045 | Time: 3714.38 ms [2020-11-26 08:46:13 main:581] : INFO : Epoch 792 | loss: 0.0313744 | val_loss: 0.031371 | Time: 3961.41 ms [2020-11-26 08:46:16 main:581] : INFO : Epoch 793 | loss: 0.0313581 | val_loss: 0.0313725 | Time: 3781.77 ms [2020-11-26 08:46:20 main:581] : INFO : Epoch 794 | loss: 0.031366 | val_loss: 0.0314258 | Time: 3756.82 ms [2020-11-26 08:46:24 main:581] : INFO : Epoch 795 | loss: 0.0313763 | val_loss: 0.0313693 | Time: 3723.89 ms [2020-11-26 08:46:28 main:581] : INFO : Epoch 796 | loss: 0.0313739 | val_loss: 0.0313982 | Time: 3779.6 ms [2020-11-26 08:46:31 main:581] : INFO : Epoch 797 | loss: 0.0313659 | val_loss: 0.031368 | Time: 3781.27 ms [2020-11-26 08:46:35 main:581] : INFO : Epoch 798 | loss: 0.0313688 | val_loss: 0.0313769 | Time: 3743.39 ms [2020-11-26 08:46:39 main:581] : INFO : Epoch 799 | loss: 0.0313775 | val_loss: 0.0313914 | Time: 3695.45 ms [2020-11-26 08:46:43 main:581] : INFO : Epoch 800 | loss: 0.031388 | val_loss: 0.0313977 | Time: 3918.43 ms [2020-11-26 08:46:47 main:581] : INFO : Epoch 801 | loss: 0.0313694 | val_loss: 0.0313702 | Time: 3681.56 ms [2020-11-26 08:46:50 main:581] : INFO : Epoch 802 | loss: 0.0313695 | val_loss: 0.0314023 | Time: 3767.17 ms [2020-11-26 08:46:54 main:581] : INFO : Epoch 803 | loss: 0.0313824 | val_loss: 0.0313887 | Time: 3730.7 ms [2020-11-26 08:46:58 main:581] : INFO : Epoch 804 | loss: 0.0313674 | val_loss: 0.0313599 | Time: 3769.55 ms [2020-11-26 08:47:02 main:581] : INFO : Epoch 805 | loss: 0.0313542 | val_loss: 0.0313614 | Time: 3811.73 ms [2020-11-26 08:47:05 main:581] : INFO : Epoch 806 | loss: 0.0313785 | val_loss: 0.0314058 | Time: 3777.78 ms [2020-11-26 08:47:09 main:581] : INFO : Epoch 807 | loss: 0.0313741 | val_loss: 0.0313679 | Time: 3791.61 ms [2020-11-26 08:47:13 main:581] : INFO : Epoch 808 | loss: 0.0313736 | val_loss: 0.0313786 | Time: 3784.03 ms [2020-11-26 08:47:17 main:581] : INFO : Epoch 809 | loss: 0.0313604 | val_loss: 0.0313584 | Time: 3752.9 ms [2020-11-26 08:47:20 main:581] : INFO : Epoch 810 | loss: 0.0313558 | val_loss: 0.0313677 | Time: 3676.02 ms [2020-11-26 08:47:24 main:581] : INFO : Epoch 811 | loss: 0.0313607 | val_loss: 0.0313737 | Time: 3681.65 ms [2020-11-26 08:47:28 main:581] : INFO : Epoch 812 | loss: 0.0313732 | val_loss: 0.0313729 | Time: 3706.23 ms [2020-11-26 08:47:32 main:581] : INFO : Epoch 813 | loss: 0.0313666 | val_loss: 0.0313871 | Time: 4204.15 ms [2020-11-26 08:47:36 main:581] : INFO : Epoch 814 | loss: 0.0313743 | val_loss: 0.0313929 | Time: 3708.34 ms [2020-11-26 08:47:39 main:581] : INFO : Epoch 815 | loss: 0.0314083 | val_loss: 0.0313997 | Time: 3771.57 ms [2020-11-26 08:47:44 main:581] : INFO : Epoch 816 | loss: 0.0313698 | val_loss: 0.0313656 | Time: 4249.99 ms [2020-11-26 08:47:48 main:581] : INFO : Epoch 817 | loss: 0.0313589 | val_loss: 0.0313663 | Time: 3991.87 ms [2020-11-26 08:47:51 main:581] : INFO : Epoch 818 | loss: 0.0313616 | val_loss: 0.0313761 | Time: 3769.25 ms [2020-11-26 08:47:55 main:581] : INFO : Epoch 819 | loss: 0.0313673 | val_loss: 0.0313799 | Time: 3698.7 ms [2020-11-26 08:47:59 main:581] : INFO : Epoch 820 | loss: 0.0313822 | val_loss: 0.0313929 | Time: 3724.37 ms [2020-11-26 08:48:03 main:581] : INFO : Epoch 821 | loss: 0.0314217 | val_loss: 0.0313891 | Time: 3697.37 ms [2020-11-26 08:48:06 main:581] : INFO : Epoch 822 | loss: 0.0313792 | val_loss: 0.0313732 | Time: 3697.28 ms [2020-11-26 08:48:10 main:581] : INFO : Epoch 823 | loss: 0.0313664 | val_loss: 0.0313815 | Time: 4099.98 ms [2020-11-26 08:48:14 main:581] : INFO : Epoch 824 | loss: 0.0313553 | val_loss: 0.0313683 | Time: 3862.42 ms [2020-11-26 08:48:18 main:581] : INFO : Epoch 825 | loss: 0.0313608 | val_loss: 0.0313822 | Time: 3728.74 ms [2020-11-26 08:48:22 main:581] : INFO : Epoch 826 | loss: 0.031357 | val_loss: 0.031362 | Time: 3982.29 ms [2020-11-26 08:48:26 main:581] : INFO : Epoch 827 | loss: 0.0313527 | val_loss: 0.0313785 | Time: 3769.94 ms [2020-11-26 08:48:30 main:581] : INFO : Epoch 828 | loss: 0.0313658 | val_loss: 0.0313754 | Time: 3840.69 ms [2020-11-26 08:48:33 main:581] : INFO : Epoch 829 | loss: 0.0313701 | val_loss: 0.0313671 | Time: 3760.5 ms [2020-11-26 08:48:37 main:581] : INFO : Epoch 830 | loss: 0.0313688 | val_loss: 0.0313783 | Time: 3777.14 ms [2020-11-26 08:48:41 main:581] : INFO : Epoch 831 | loss: 0.0313714 | val_loss: 0.0313999 | Time: 3708.57 ms [2020-11-26 08:48:45 main:581] : INFO : Epoch 832 | loss: 0.0313737 | val_loss: 0.031378 | Time: 3682.16 ms [2020-11-26 08:48:48 main:581] : INFO : Epoch 833 | loss: 0.031371 | val_loss: 0.0313698 | Time: 3781.32 ms [2020-11-26 08:48:52 main:581] : INFO : Epoch 834 | loss: 0.0313619 | val_loss: 0.0313552 | Time: 3781.24 ms [2020-11-26 08:48:56 main:581] : INFO : Epoch 835 | loss: 0.0313628 | val_loss: 0.031389 | Time: 3734.39 ms [2020-11-26 08:49:00 main:581] : INFO : Epoch 836 | loss: 0.0314075 | val_loss: 0.0314057 | Time: 3756.99 ms [2020-11-26 08:49:04 main:581] : INFO : Epoch 837 | loss: 0.0313763 | val_loss: 0.0314034 | Time: 3966.45 ms [2020-11-26 08:49:07 main:581] : INFO : Epoch 838 | loss: 0.0313696 | val_loss: 0.0313714 | Time: 3675.88 ms [2020-11-26 08:49:11 main:581] : INFO : Epoch 839 | loss: 0.0313593 | val_loss: 0.0313672 | Time: 3678.81 ms [2020-11-26 08:49:15 main:581] : INFO : Epoch 840 | loss: 0.0313589 | val_loss: 0.0313828 | Time: 3694.57 ms [2020-11-26 08:49:18 main:581] : INFO : Epoch 841 | loss: 0.0313865 | val_loss: 0.0313714 | Time: 3760.39 ms [2020-11-26 08:49:22 main:581] : INFO : Epoch 842 | loss: 0.0313643 | val_loss: 0.0313663 | Time: 3742.57 ms [2020-11-26 08:49:26 main:581] : INFO : Epoch 843 | loss: 0.0313561 | val_loss: 0.0313736 | Time: 3703.05 ms [2020-11-26 08:49:30 main:581] : INFO : Epoch 844 | loss: 0.0313593 | val_loss: 0.0313606 | Time: 3770.99 ms [2020-11-26 08:49:33 main:581] : INFO : Epoch 845 | loss: 0.03136 | val_loss: 0.0313993 | Time: 3737.21 ms [2020-11-26 08:49:37 main:581] : INFO : Epoch 846 | loss: 0.0313759 | val_loss: 0.0313927 | Time: 3796.99 ms [2020-11-26 08:49:41 main:581] : INFO : Epoch 847 | loss: 0.0313875 | val_loss: 0.0313965 | Time: 4190.86 ms [2020-11-26 08:49:45 main:581] : INFO : Epoch 848 | loss: 0.031377 | val_loss: 0.0313788 | Time: 3886.79 ms [2020-11-26 08:49:49 main:581] : INFO : Epoch 849 | loss: 0.0313691 | val_loss: 0.0313656 | Time: 3951.62 ms [2020-11-26 08:49:53 main:581] : INFO : Epoch 850 | loss: 0.0313637 | val_loss: 0.0313759 | Time: 3724.71 ms [2020-11-26 08:49:57 main:581] : INFO : Epoch 851 | loss: 0.0313604 | val_loss: 0.0313749 | Time: 3804.35 ms [2020-11-26 08:50:01 main:581] : INFO : Epoch 852 | loss: 0.0313889 | val_loss: 0.0314282 | Time: 4082.88 ms [2020-11-26 08:50:05 main:581] : INFO : Epoch 853 | loss: 0.0313842 | val_loss: 0.0313736 | Time: 3783.39 ms [2020-11-26 08:50:08 main:581] : INFO : Epoch 854 | loss: 0.0313583 | val_loss: 0.0313575 | Time: 3674.24 ms [2020-11-26 08:50:12 main:581] : INFO : Epoch 855 | loss: 0.0313503 | val_loss: 0.0313722 | Time: 3684.78 ms [2020-11-26 08:50:16 main:581] : INFO : Epoch 856 | loss: 0.0313556 | val_loss: 0.0313664 | Time: 4101.08 ms [2020-11-26 08:50:20 main:581] : INFO : Epoch 857 | loss: 0.0313935 | val_loss: 0.0313933 | Time: 3992.56 ms [2020-11-26 08:50:24 main:581] : INFO : Epoch 858 | loss: 0.0313688 | val_loss: 0.0313721 | Time: 3834.4 ms [2020-11-26 08:50:28 main:581] : INFO : Epoch 859 | loss: 0.0314024 | val_loss: 0.0314004 | Time: 4396.88 ms [2020-11-26 08:50:32 main:581] : INFO : Epoch 860 | loss: 0.0313684 | val_loss: 0.0313577 | Time: 4126.67 ms [2020-11-26 08:50:36 main:581] : INFO : Epoch 861 | loss: 0.031355 | val_loss: 0.0313868 | Time: 3704.52 ms [2020-11-26 08:50:40 main:581] : INFO : Epoch 862 | loss: 0.0313828 | val_loss: 0.0313683 | Time: 3748.89 ms [2020-11-26 08:50:44 main:581] : INFO : Epoch 863 | loss: 0.0313518 | val_loss: 0.0313656 | Time: 3739 ms [2020-11-26 08:50:47 main:581] : INFO : Epoch 864 | loss: 0.0313533 | val_loss: 0.0313694 | Time: 3698.5 ms [2020-11-26 08:50:51 main:581] : INFO : Epoch 865 | loss: 0.0313625 | val_loss: 0.0314499 | Time: 3692.31 ms [2020-11-26 08:50:55 main:581] : INFO : Epoch 866 | loss: 0.0340781 | val_loss: 0.0338556 | Time: 3696.42 ms [2020-11-26 08:50:58 main:581] : INFO : Epoch 867 | loss: 0.0326607 | val_loss: 0.0319738 | Time: 3795.56 ms [2020-11-26 08:51:02 main:581] : INFO : Epoch 868 | loss: 0.0316232 | val_loss: 0.0314602 | Time: 3955.61 ms [2020-11-26 08:51:06 main:581] : INFO : Epoch 869 | loss: 0.0314117 | val_loss: 0.0313937 | Time: 3937.04 ms [2020-11-26 08:51:10 main:581] : INFO : Epoch 870 | loss: 0.0313704 | val_loss: 0.0313691 | Time: 3732.62 ms [2020-11-26 08:51:14 main:581] : INFO : Epoch 871 | loss: 0.0313606 | val_loss: 0.0313642 | Time: 4098 ms [2020-11-26 08:51:18 main:581] : INFO : Epoch 872 | loss: 0.0313603 | val_loss: 0.031374 | Time: 3742.37 ms [2020-11-26 08:51:22 main:581] : INFO : Epoch 873 | loss: 0.0313573 | val_loss: 0.0313566 | Time: 3712.72 ms [2020-11-26 08:51:25 main:581] : INFO : Epoch 874 | loss: 0.0313549 | val_loss: 0.0313591 | Time: 3764.71 ms [2020-11-26 08:51:29 main:581] : INFO : Epoch 875 | loss: 0.0313554 | val_loss: 0.0313595 | Time: 3679.67 ms [2020-11-26 08:51:33 main:581] : INFO : Epoch 876 | loss: 0.0313577 | val_loss: 0.0313614 | Time: 3730.45 ms [2020-11-26 08:51:37 main:581] : INFO : Epoch 877 | loss: 0.0313623 | val_loss: 0.0313721 | Time: 3884.73 ms [2020-11-26 08:51:41 main:581] : INFO : Epoch 878 | loss: 0.0313618 | val_loss: 0.0313737 | Time: 3965.68 ms [2020-11-26 08:51:44 main:581] : INFO : Epoch 879 | loss: 0.0313575 | val_loss: 0.0313591 | Time: 3760.54 ms [2020-11-26 08:51:48 main:581] : INFO : Epoch 880 | loss: 0.0313535 | val_loss: 0.0313625 | Time: 3791.86 ms [2020-11-26 08:51:52 main:581] : INFO : Epoch 881 | loss: 0.0313501 | val_loss: 0.0313654 | Time: 3736.28 ms [2020-11-26 08:51:56 main:581] : INFO : Epoch 882 | loss: 0.0313582 | val_loss: 0.03136 | Time: 3721.67 ms [2020-11-26 08:52:00 main:581] : INFO : Epoch 883 | loss: 0.0313511 | val_loss: 0.0313657 | Time: 4139.83 ms [2020-11-26 08:52:04 main:581] : INFO : Epoch 884 | loss: 0.0313535 | val_loss: 0.031367 | Time: 3884.39 ms [2020-11-26 08:52:07 main:581] : INFO : Epoch 885 | loss: 0.0313528 | val_loss: 0.0313552 | Time: 3772.1 ms [2020-11-26 08:52:11 main:581] : INFO : Epoch 886 | loss: 0.0313598 | val_loss: 0.0313566 | Time: 3707.19 ms [2020-11-26 08:52:15 main:581] : INFO : Epoch 887 | loss: 0.0313491 | val_loss: 0.031369 | Time: 3924.23 ms [2020-11-26 08:52:19 main:581] : INFO : Epoch 888 | loss: 0.0313962 | val_loss: 0.0313996 | Time: 3770.4 ms [2020-11-26 08:52:23 main:581] : INFO : Epoch 889 | loss: 0.0313667 | val_loss: 0.0313549 | Time: 3825.57 ms [2020-11-26 08:52:26 main:581] : INFO : Epoch 890 | loss: 0.0313541 | val_loss: 0.0313559 | Time: 3770.69 ms [2020-11-26 08:52:30 main:581] : INFO : Epoch 891 | loss: 0.0313544 | val_loss: 0.0313694 | Time: 3725.48 ms [2020-11-26 08:52:34 main:581] : INFO : Epoch 892 | loss: 0.0313552 | val_loss: 0.0313686 | Time: 3689.07 ms [2020-11-26 08:52:38 main:581] : INFO : Epoch 893 | loss: 0.0313527 | val_loss: 0.0313545 | Time: 3735.6 ms [2020-11-26 08:52:41 main:581] : INFO : Epoch 894 | loss: 0.0313473 | val_loss: 0.0313599 | Time: 3853.65 ms [2020-11-26 08:52:46 main:581] : INFO : Epoch 895 | loss: 0.0313527 | val_loss: 0.0313565 | Time: 4075.09 ms [2020-11-26 08:52:49 main:581] : INFO : Epoch 896 | loss: 0.0313501 | val_loss: 0.0313738 | Time: 3756.62 ms [2020-11-26 08:52:53 main:581] : INFO : Epoch 897 | loss: 0.0313543 | val_loss: 0.031365 | Time: 3765.26 ms [2020-11-26 08:52:57 main:581] : INFO : Epoch 898 | loss: 0.0313492 | val_loss: 0.0313699 | Time: 3762.08 ms [2020-11-26 08:53:01 main:581] : INFO : Epoch 899 | loss: 0.0313537 | val_loss: 0.0313587 | Time: 3761.91 ms [2020-11-26 08:53:04 main:581] : INFO : Epoch 900 | loss: 0.0313541 | val_loss: 0.031364 | Time: 3768.31 ms [2020-11-26 08:53:08 main:581] : INFO : Epoch 901 | loss: 0.0313523 | val_loss: 0.031368 | Time: 3711.99 ms [2020-11-26 08:53:12 main:581] : INFO : Epoch 902 | loss: 0.0313537 | val_loss: 0.0313623 | Time: 3730.66 ms [2020-11-26 08:53:16 main:581] : INFO : Epoch 903 | loss: 0.0313521 | val_loss: 0.0313646 | Time: 3788.36 ms [2020-11-26 08:53:20 main:581] : INFO : Epoch 904 | loss: 0.0313537 | val_loss: 0.0313635 | Time: 4184.75 ms [2020-11-26 08:53:24 main:581] : INFO : Epoch 905 | loss: 0.0313503 | val_loss: 0.0313588 | Time: 3853.93 ms [2020-11-26 08:53:27 main:581] : INFO : Epoch 906 | loss: 0.0313515 | val_loss: 0.031361 | Time: 3858.64 ms [2020-11-26 08:53:31 main:581] : INFO : Epoch 907 | loss: 0.0313523 | val_loss: 0.0313612 | Time: 3718.81 ms [2020-11-26 08:53:35 main:581] : INFO : Epoch 908 | loss: 0.0313591 | val_loss: 0.0313886 | Time: 3698.09 ms [2020-11-26 08:53:39 main:581] : INFO : Epoch 909 | loss: 0.0313622 | val_loss: 0.0313594 | Time: 3786.74 ms [2020-11-26 08:53:42 main:581] : INFO : Epoch 910 | loss: 0.0313546 | val_loss: 0.0313604 | Time: 3757.34 ms [2020-11-26 08:53:46 main:581] : INFO : Epoch 911 | loss: 0.0313541 | val_loss: 0.0313571 | Time: 3715.76 ms [2020-11-26 08:53:50 main:581] : INFO : Epoch 912 | loss: 0.0313515 | val_loss: 0.0313607 | Time: 4088.61 ms [2020-11-26 08:53:54 main:581] : INFO : Epoch 913 | loss: 0.0313508 | val_loss: 0.0313545 | Time: 3842.92 ms [2020-11-26 08:53:58 main:581] : INFO : Epoch 914 | loss: 0.031359 | val_loss: 0.031373 | Time: 3700.31 ms [2020-11-26 08:54:02 main:581] : INFO : Epoch 915 | loss: 0.0313536 | val_loss: 0.0313763 | Time: 3805.18 ms [2020-11-26 08:54:05 main:581] : INFO : Epoch 916 | loss: 0.0313532 | val_loss: 0.0313634 | Time: 3877.1 ms [2020-11-26 08:54:09 main:581] : INFO : Epoch 917 | loss: 0.0313742 | val_loss: 0.0313687 | Time: 3752.14 ms [2020-11-26 08:54:13 main:581] : INFO : Epoch 918 | loss: 0.031354 | val_loss: 0.0313658 | Time: 3677.57 ms [2020-11-26 08:54:17 main:581] : INFO : Epoch 919 | loss: 0.0313481 | val_loss: 0.031359 | Time: 3720.27 ms [2020-11-26 08:54:20 main:581] : INFO : Epoch 920 | loss: 0.0313477 | val_loss: 0.0313593 | Time: 3672.32 ms [2020-11-26 08:54:24 main:581] : INFO : Epoch 921 | loss: 0.0313566 | val_loss: 0.0313628 | Time: 3664.01 ms [2020-11-26 08:54:28 main:581] : INFO : Epoch 922 | loss: 0.0313556 | val_loss: 0.0313604 | Time: 3731.03 ms [2020-11-26 08:54:31 main:581] : INFO : Epoch 923 | loss: 0.0313514 | val_loss: 0.0313584 | Time: 3724.57 ms [2020-11-26 08:54:35 main:581] : INFO : Epoch 924 | loss: 0.0313608 | val_loss: 0.0314093 | Time: 3767.11 ms [2020-11-26 08:54:39 main:581] : INFO : Epoch 925 | loss: 0.0313861 | val_loss: 0.0313861 | Time: 3745.42 ms [2020-11-26 08:54:43 main:581] : INFO : Epoch 926 | loss: 0.0313644 | val_loss: 0.0313718 | Time: 3823.95 ms [2020-11-26 08:54:47 main:581] : INFO : Epoch 927 | loss: 0.0313526 | val_loss: 0.0313542 | Time: 3817.28 ms [2020-11-26 08:54:51 main:581] : INFO : Epoch 928 | loss: 0.0313543 | val_loss: 0.0313869 | Time: 4132.85 ms [2020-11-26 08:54:54 main:581] : INFO : Epoch 929 | loss: 0.0313603 | val_loss: 0.0313875 | Time: 3681.71 ms [2020-11-26 08:54:58 main:581] : INFO : Epoch 930 | loss: 0.0313605 | val_loss: 0.0313669 | Time: 3737.8 ms [2020-11-26 08:55:02 main:581] : INFO : Epoch 931 | loss: 0.0313546 | val_loss: 0.031364 | Time: 3922.83 ms [2020-11-26 08:55:06 main:581] : INFO : Epoch 932 | loss: 0.0313533 | val_loss: 0.0313546 | Time: 3781.09 ms [2020-11-26 08:55:09 main:581] : INFO : Epoch 933 | loss: 0.0313627 | val_loss: 0.0313678 | Time: 3695.16 ms [2020-11-26 08:55:13 main:581] : INFO : Epoch 934 | loss: 0.0313513 | val_loss: 0.031371 | Time: 3799.13 ms [2020-11-26 08:55:17 main:581] : INFO : Epoch 935 | loss: 0.0313562 | val_loss: 0.0313851 | Time: 3988.21 ms [2020-11-26 08:55:21 main:581] : INFO : Epoch 936 | loss: 0.0313877 | val_loss: 0.0314132 | Time: 3741.89 ms [2020-11-26 08:55:25 main:581] : INFO : Epoch 937 | loss: 0.0313776 | val_loss: 0.0313605 | Time: 3873.57 ms [2020-11-26 08:55:29 main:581] : INFO : Epoch 938 | loss: 0.0313536 | val_loss: 0.0313729 | Time: 3683.17 ms [2020-11-26 08:55:32 main:581] : INFO : Epoch 939 | loss: 0.0313519 | val_loss: 0.0313606 | Time: 3804.53 ms [2020-11-26 08:55:36 main:581] : INFO : Epoch 940 | loss: 0.0313526 | val_loss: 0.0313611 | Time: 3736.94 ms [2020-11-26 08:55:40 main:581] : INFO : Epoch 941 | loss: 0.0313491 | val_loss: 0.031358 | Time: 3718.8 ms [2020-11-26 08:55:44 main:581] : INFO : Epoch 942 | loss: 0.0313747 | val_loss: 0.0313695 | Time: 3724.02 ms [2020-11-26 08:55:47 main:581] : INFO : Epoch 943 | loss: 0.0313611 | val_loss: 0.0313592 | Time: 3845.23 ms [2020-11-26 08:55:52 main:581] : INFO : Epoch 944 | loss: 0.0313486 | val_loss: 0.0313607 | Time: 4353.37 ms [2020-11-26 08:55:56 main:581] : INFO : Epoch 945 | loss: 0.0313541 | val_loss: 0.03137 | Time: 3800.93 ms [2020-11-26 08:55:59 main:581] : INFO : Epoch 946 | loss: 0.0313716 | val_loss: 0.0313858 | Time: 3668.69 ms [2020-11-26 08:56:03 main:581] : INFO : Epoch 947 | loss: 0.0313576 | val_loss: 0.0313548 | Time: 3678.79 ms [2020-11-26 08:56:07 main:581] : INFO : Epoch 948 | loss: 0.0313516 | val_loss: 0.0313664 | Time: 3667.87 ms [2020-11-26 08:56:10 main:581] : INFO : Epoch 949 | loss: 0.0313557 | val_loss: 0.0313684 | Time: 3870.9 ms [2020-11-26 08:56:14 main:581] : INFO : Epoch 950 | loss: 0.0313556 | val_loss: 0.0313642 | Time: 3718.05 ms [2020-11-26 08:56:18 main:581] : INFO : Epoch 951 | loss: 0.0313573 | val_loss: 0.0313671 | Time: 3730.05 ms [2020-11-26 08:56:22 main:581] : INFO : Epoch 952 | loss: 0.0313562 | val_loss: 0.0313714 | Time: 3757.3 ms [2020-11-26 08:56:25 main:581] : INFO : Epoch 953 | loss: 0.0313699 | val_loss: 0.0313728 | Time: 3724.83 ms [2020-11-26 08:56:29 main:581] : INFO : Epoch 954 | loss: 0.0313526 | val_loss: 0.0313699 | Time: 3917.57 ms [2020-11-26 08:56:34 main:581] : INFO : Epoch 955 | loss: 0.0313725 | val_loss: 0.0314149 | Time: 4255.42 ms [2020-11-26 08:56:37 main:581] : INFO : Epoch 956 | loss: 0.0313641 | val_loss: 0.0313768 | Time: 3679.1 ms [2020-11-26 08:56:41 main:581] : INFO : Epoch 957 | loss: 0.0313737 | val_loss: 0.0313699 | Time: 3756.06 ms [2020-11-26 08:56:45 main:581] : INFO : Epoch 958 | loss: 0.0313551 | val_loss: 0.0313646 | Time: 3740.3 ms [2020-11-26 08:56:48 main:581] : INFO : Epoch 959 | loss: 0.0313556 | val_loss: 0.0313578 | Time: 3748.2 ms [2020-11-26 08:56:52 main:581] : INFO : Epoch 960 | loss: 0.0313591 | val_loss: 0.0313839 | Time: 3768.86 ms [2020-11-26 08:56:56 main:581] : INFO : Epoch 961 | loss: 0.0313623 | val_loss: 0.03136 | Time: 3866.31 ms [2020-11-26 08:57:00 main:581] : INFO : Epoch 962 | loss: 0.0313592 | val_loss: 0.0313798 | Time: 4357.58 ms [2020-11-26 08:57:04 main:581] : INFO : Epoch 963 | loss: 0.0313678 | val_loss: 0.0313765 | Time: 3891.46 ms [2020-11-26 08:57:08 main:581] : INFO : Epoch 964 | loss: 0.0313562 | val_loss: 0.0313678 | Time: 3693.29 ms [2020-11-26 08:57:12 main:581] : INFO : Epoch 965 | loss: 0.0313562 | val_loss: 0.0313992 | Time: 3709.34 ms [2020-11-26 08:57:16 main:581] : INFO : Epoch 966 | loss: 0.0313973 | val_loss: 0.0313715 | Time: 3748.79 ms [2020-11-26 08:57:19 main:581] : INFO : Epoch 967 | loss: 0.0313577 | val_loss: 0.0313647 | Time: 3732.45 ms [2020-11-26 08:57:23 main:581] : INFO : Epoch 968 | loss: 0.0313505 | val_loss: 0.0313566 | Time: 3730.62 ms [2020-11-26 08:57:27 main:581] : INFO : Epoch 969 | loss: 0.0313498 | val_loss: 0.0313558 | Time: 3922.99 ms [2020-11-26 08:57:31 main:581] : INFO : Epoch 970 | loss: 0.0313523 | val_loss: 0.0313707 | Time: 4219.32 ms [2020-11-26 08:57:35 main:581] : INFO : Epoch 971 | loss: 0.0313559 | val_loss: 0.0313858 | Time: 3678.32 ms [2020-11-26 08:57:39 main:581] : INFO : Epoch 972 | loss: 0.0313739 | val_loss: 0.0313798 | Time: 3722.33 ms [2020-11-26 08:57:42 main:581] : INFO : Epoch 973 | loss: 0.0313675 | val_loss: 0.0313622 | Time: 3728.16 ms [2020-11-26 08:57:46 main:581] : INFO : Epoch 974 | loss: 0.0313527 | val_loss: 0.0313639 | Time: 3703.73 ms [2020-11-26 08:57:50 main:581] : INFO : Epoch 975 | loss: 0.0313685 | val_loss: 0.0313933 | Time: 3782.2 ms [2020-11-26 08:57:54 main:581] : INFO : Epoch 976 | loss: 0.0313647 | val_loss: 0.0313663 | Time: 3762.06 ms [2020-11-26 08:57:57 main:581] : INFO : Epoch 977 | loss: 0.031359 | val_loss: 0.0313689 | Time: 3719.18 ms [2020-11-26 08:58:01 main:581] : INFO : Epoch 978 | loss: 0.0313539 | val_loss: 0.0313607 | Time: 3685.97 ms [2020-11-26 08:58:05 main:581] : INFO : Epoch 979 | loss: 0.0313571 | val_loss: 0.0313864 | Time: 3773.8 ms [2020-11-26 08:58:09 main:581] : INFO : Epoch 980 | loss: 0.0313895 | val_loss: 0.0313721 | Time: 4343.53 ms [2020-11-26 08:58:13 main:581] : INFO : Epoch 981 | loss: 0.0313594 | val_loss: 0.0313754 | Time: 3969.02 ms [2020-11-26 08:58:17 main:581] : INFO : Epoch 982 | loss: 0.0313527 | val_loss: 0.0313568 | Time: 3664.66 ms [2020-11-26 08:58:20 main:581] : INFO : Epoch 983 | loss: 0.0313521 | val_loss: 0.0313595 | Time: 3693.56 ms [2020-11-26 08:58:24 main:581] : INFO : Epoch 984 | loss: 0.0313671 | val_loss: 0.0313659 | Time: 3769.47 ms [2020-11-26 08:58:28 main:581] : INFO : Epoch 985 | loss: 0.0313612 | val_loss: 0.0313867 | Time: 3771.58 ms [2020-11-26 08:58:32 main:581] : INFO : Epoch 986 | loss: 0.0313786 | val_loss: 0.0313693 | Time: 3705.37 ms [2020-11-26 08:58:35 main:581] : INFO : Epoch 987 | loss: 0.0313585 | val_loss: 0.0313642 | Time: 3786.14 ms [2020-11-26 08:58:39 main:581] : INFO : Epoch 988 | loss: 0.0313562 | val_loss: 0.0313726 | Time: 3947.81 ms [2020-11-26 08:58:43 main:581] : INFO : Epoch 989 | loss: 0.0313637 | val_loss: 0.0313595 | Time: 4005.19 ms [2020-11-26 08:58:47 main:581] : INFO : Epoch 990 | loss: 0.0313571 | val_loss: 0.0313846 | Time: 3771.99 ms [2020-11-26 08:58:51 main:581] : INFO : Epoch 991 | loss: 0.0313705 | val_loss: 0.0313718 | Time: 3735.78 ms [2020-11-26 08:58:55 main:581] : INFO : Epoch 992 | loss: 0.0313682 | val_loss: 0.0313842 | Time: 3781.33 ms [2020-11-26 08:58:58 main:581] : INFO : Epoch 993 | loss: 0.0313809 | val_loss: 0.0313824 | Time: 3833.04 ms [2020-11-26 08:59:03 main:581] : INFO : Epoch 994 | loss: 0.0313593 | val_loss: 0.0313711 | Time: 4082.46 ms [2020-11-26 08:59:06 main:581] : INFO : Epoch 995 | loss: 0.0313533 | val_loss: 0.0313679 | Time: 3903.73 ms [2020-11-26 08:59:10 main:581] : INFO : Epoch 996 | loss: 0.0313707 | val_loss: 0.0313632 | Time: 3702.33 ms [2020-11-26 08:59:14 main:581] : INFO : Epoch 997 | loss: 0.0313555 | val_loss: 0.0313725 | Time: 3751.31 ms [2020-11-26 08:59:18 main:581] : INFO : Epoch 998 | loss: 0.0313615 | val_loss: 0.0314039 | Time: 4200.2 ms [2020-11-26 08:59:22 main:581] : INFO : Epoch 999 | loss: 0.0313814 | val_loss: 0.0313656 | Time: 3945.18 ms [2020-11-26 08:59:26 main:581] : INFO : Epoch 1000 | loss: 0.0313557 | val_loss: 0.0313704 | Time: 3861.02 ms [2020-11-26 08:59:30 main:581] : INFO : Epoch 1001 | loss: 0.0313584 | val_loss: 0.0313534 | Time: 3742.14 ms [2020-11-26 08:59:33 main:581] : INFO : Epoch 1002 | loss: 0.0313542 | val_loss: 0.031369 | Time: 3783.63 ms [2020-11-26 08:59:37 main:581] : INFO : Epoch 1003 | loss: 0.0313721 | val_loss: 0.0314186 | Time: 3803.28 ms [2020-11-26 08:59:42 main:581] : INFO : Epoch 1004 | loss: 0.0313903 | val_loss: 0.0313793 | Time: 4249.22 ms [2020-11-26 08:59:45 main:581] : INFO : Epoch 1005 | loss: 0.0313551 | val_loss: 0.0313555 | Time: 3771.78 ms [2020-11-26 08:59:49 main:581] : INFO : Epoch 1006 | loss: 0.0313525 | val_loss: 0.0313619 | Time: 3691.72 ms [2020-11-26 08:59:53 main:581] : INFO : Epoch 1007 | loss: 0.0313488 | val_loss: 0.0313532 | Time: 3690.22 ms [2020-11-26 08:59:56 main:581] : INFO : Epoch 1008 | loss: 0.0313529 | val_loss: 0.0313623 | Time: 3749.78 ms [2020-11-26 09:00:00 main:581] : INFO : Epoch 1009 | loss: 0.0313651 | val_loss: 0.0313734 | Time: 3735.68 ms [2020-11-26 09:00:04 main:581] : INFO : Epoch 1010 | loss: 0.0313632 | val_loss: 0.031366 | Time: 3761.96 ms [2020-11-26 09:00:08 main:581] : INFO : Epoch 1011 | loss: 0.0313572 | val_loss: 0.0313744 | Time: 3797.27 ms [2020-11-26 09:00:11 main:581] : INFO : Epoch 1012 | loss: 0.0313876 | val_loss: 0.0313876 | Time: 3717.19 ms [2020-11-26 09:00:15 main:581] : INFO : Epoch 1013 | loss: 0.0313757 | val_loss: 0.0313683 | Time: 3712.65 ms [2020-11-26 09:00:19 main:581] : INFO : Epoch 1014 | loss: 0.0313549 | val_loss: 0.031374 | Time: 3828.53 ms [2020-11-26 09:00:23 main:581] : INFO : Epoch 1015 | loss: 0.0313549 | val_loss: 0.0313608 | Time: 3844.61 ms [2020-11-26 09:00:27 main:581] : INFO : Epoch 1016 | loss: 0.0313525 | val_loss: 0.0313623 | Time: 3711.79 ms [2020-11-26 09:00:31 main:581] : INFO : Epoch 1017 | loss: 0.0313549 | val_loss: 0.0313708 | Time: 4317.78 ms [2020-11-26 09:00:35 main:581] : INFO : Epoch 1018 | loss: 0.0313552 | val_loss: 0.0313757 | Time: 3808.64 ms [2020-11-26 09:00:39 main:581] : INFO : Epoch 1019 | loss: 0.0313988 | val_loss: 0.0314115 | Time: 3885.34 ms [2020-11-26 09:00:43 main:581] : INFO : Epoch 1020 | loss: 0.0313832 | val_loss: 0.0313771 | Time: 4009.58 ms [2020-11-26 09:00:46 main:581] : INFO : Epoch 1021 | loss: 0.0313613 | val_loss: 0.0313599 | Time: 3896.59 ms [2020-11-26 09:00:50 main:581] : INFO : Epoch 1022 | loss: 0.031351 | val_loss: 0.0313593 | Time: 3858.92 ms [2020-11-26 09:00:54 main:581] : INFO : Epoch 1023 | loss: 0.0313467 | val_loss: 0.0313607 | Time: 3709.77 ms [2020-11-26 09:00:58 main:581] : INFO : Epoch 1024 | loss: 0.0313539 | val_loss: 0.0313612 | Time: 3757.4 ms [2020-11-26 09:00:58 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313612 [2020-11-26 09:00:58 main:610] : INFO : Saving end state to config to file [2020-11-26 09:00:58 main:615] : INFO : Success, exiting.. 09:00:58 (2919): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)