Task 3018955
| Name | EightBitModified-1605931768-28260-0_0 |
| Workunit | 1363245 |
| Created | 21 Nov 2020, 4:09:32 UTC |
| Sent | 26 Nov 2020, 13:42:36 UTC |
| Report deadline | 4 Dec 2020, 13:42:36 UTC |
| Received | 26 Nov 2020, 15:47:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3280 |
| Run time | 1 hours 4 min 21 sec |
| CPU time | 1 hours 4 min 12 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> ain:581] : INFO : Epoch 510 | loss: 0.0315054 | val_loss: 0.0315138 | Time: 3725.15 ms [2020-11-26 06:18:51 main:581] : INFO : Epoch 511 | loss: 0.0315114 | val_loss: 0.0315318 | Time: 3698.26 ms [2020-11-26 06:18:54 main:581] : INFO : Epoch 512 | loss: 0.0315106 | val_loss: 0.0315174 | Time: 3922.86 ms [2020-11-26 06:18:59 main:581] : INFO : Epoch 513 | loss: 0.0315127 | val_loss: 0.0315387 | Time: 4068.56 ms [2020-11-26 06:19:02 main:581] : INFO : Epoch 514 | loss: 0.0315308 | val_loss: 0.0315208 | Time: 3713.26 ms [2020-11-26 06:19:06 main:581] : INFO : Epoch 515 | loss: 0.0315113 | val_loss: 0.0315264 | Time: 3645.04 ms [2020-11-26 06:19:10 main:581] : INFO : Epoch 516 | loss: 0.0315133 | val_loss: 0.0315281 | Time: 3712.65 ms [2020-11-26 06:19:13 main:581] : INFO : Epoch 517 | loss: 0.0315164 | val_loss: 0.0315394 | Time: 3692.92 ms [2020-11-26 06:19:17 main:581] : INFO : Epoch 518 | loss: 0.0315147 | val_loss: 0.0315156 | Time: 3707.81 ms [2020-11-26 06:19:21 main:581] : INFO : Epoch 519 | loss: 0.0315261 | val_loss: 0.0315992 | Time: 3776.27 ms [2020-11-26 06:19:25 main:581] : INFO : Epoch 520 | loss: 0.0315246 | val_loss: 0.0315212 | Time: 4002.91 ms [2020-11-26 06:19:29 main:581] : INFO : Epoch 521 | loss: 0.0315093 | val_loss: 0.0315164 | Time: 4178.89 ms [2020-11-26 06:19:33 main:581] : INFO : Epoch 522 | loss: 0.0315004 | val_loss: 0.0315097 | Time: 3664.41 ms [2020-11-26 06:19:36 main:581] : INFO : Epoch 523 | loss: 0.0315062 | val_loss: 0.0315283 | Time: 3697.07 ms [2020-11-26 06:19:40 main:581] : INFO : Epoch 524 | loss: 0.0315396 | val_loss: 0.0315189 | Time: 3723.6 ms [2020-11-26 06:19:44 main:581] : INFO : Epoch 525 | loss: 0.0315102 | val_loss: 0.0315034 | Time: 3750.8 ms [2020-11-26 06:19:47 main:581] : INFO : Epoch 526 | loss: 0.031504 | val_loss: 0.031522 | Time: 3708.69 ms [2020-11-26 06:19:51 main:581] : INFO : Epoch 527 | loss: 0.03151 | val_loss: 0.0315112 | Time: 3733.46 ms [2020-11-26 06:19:55 main:581] : INFO : Epoch 528 | loss: 0.0314994 | val_loss: 0.031512 | Time: 3901.86 ms [2020-11-26 06:19:59 main:581] : INFO : Epoch 529 | loss: 0.0315038 | val_loss: 0.0315304 | Time: 3690.19 ms [2020-11-26 06:20:03 main:581] : INFO : Epoch 530 | loss: 0.031541 | val_loss: 0.0315393 | Time: 3704.51 ms [2020-11-26 06:20:06 main:581] : INFO : Epoch 531 | loss: 0.0315223 | val_loss: 0.0315311 | Time: 3815.86 ms [2020-11-26 06:20:10 main:581] : INFO : Epoch 532 | loss: 0.0315117 | val_loss: 0.0315029 | Time: 3714.25 ms [2020-11-26 06:20:14 main:581] : INFO : Epoch 533 | loss: 0.0314987 | val_loss: 0.0315025 | Time: 3685.53 ms [2020-11-26 06:20:17 main:581] : INFO : Epoch 534 | loss: 0.0315024 | val_loss: 0.0315269 | Time: 3690.11 ms [2020-11-26 06:20:21 main:581] : INFO : Epoch 535 | loss: 0.0315316 | val_loss: 0.0315341 | Time: 3696.5 ms [2020-11-26 06:20:25 main:581] : INFO : Epoch 536 | loss: 0.0315009 | val_loss: 0.031503 | Time: 3763.48 ms [2020-11-26 06:20:29 main:581] : INFO : Epoch 537 | loss: 0.0314945 | val_loss: 0.0315059 | Time: 3750.62 ms [2020-11-26 06:20:32 main:581] : INFO : Epoch 538 | loss: 0.0315048 | val_loss: 0.0315352 | Time: 3741.01 ms [2020-11-26 06:20:36 main:581] : INFO : Epoch 539 | loss: 0.0315565 | val_loss: 0.0315592 | Time: 3909.96 ms [2020-11-26 06:20:40 main:581] : INFO : Epoch 540 | loss: 0.0315236 | val_loss: 0.0315208 | Time: 3872.12 ms [2020-11-26 06:20:44 main:581] : INFO : Epoch 541 | loss: 0.0314987 | val_loss: 0.0315065 | Time: 3815.98 ms [2020-11-26 06:20:48 main:581] : INFO : Epoch 542 | loss: 0.0314941 | val_loss: 0.0315206 | Time: 3790.93 ms [2020-11-26 06:20:51 main:581] : INFO : Epoch 543 | loss: 0.0314969 | val_loss: 0.0315002 | Time: 3723.71 ms [2020-11-26 06:20:55 main:581] : INFO : Epoch 544 | loss: 0.0315385 | val_loss: 0.0316324 | Time: 3731.93 ms [2020-11-26 06:20:59 main:581] : INFO : Epoch 545 | loss: 0.0315303 | val_loss: 0.0315345 | Time: 3726.95 ms [2020-11-26 06:21:03 main:581] : INFO : Epoch 546 | loss: 0.0314979 | val_loss: 0.0314986 | Time: 3744.14 ms [2020-11-26 06:21:06 main:581] : INFO : Epoch 547 | loss: 0.0314957 | val_loss: 0.0315123 | Time: 3737.22 ms [2020-11-26 06:21:10 main:581] : INFO : Epoch 548 | loss: 0.0315042 | val_loss: 0.0315162 | Time: 3930.62 ms [2020-11-26 06:21:14 main:581] : INFO : Epoch 549 | loss: 0.0315055 | val_loss: 0.0315497 | Time: 3668.75 ms [2020-11-26 06:21:18 main:581] : INFO : Epoch 550 | loss: 0.0315331 | val_loss: 0.0315123 | Time: 3747.42 ms [2020-11-26 06:21:22 main:581] : INFO : Epoch 551 | loss: 0.0314974 | val_loss: 0.0315025 | Time: 3744.28 ms [2020-11-26 06:21:25 main:581] : INFO : Epoch 552 | loss: 0.0314975 | val_loss: 0.0315067 | Time: 3711.75 ms [2020-11-26 06:21:29 main:581] : INFO : Epoch 553 | loss: 0.0315093 | val_loss: 0.0315341 | Time: 3770.23 ms [2020-11-26 06:21:33 main:581] : INFO : Epoch 554 | loss: 0.0315109 | val_loss: 0.0315178 | Time: 4044.62 ms [2020-11-26 06:21:37 main:581] : INFO : Epoch 555 | loss: 0.0315082 | val_loss: 0.0315024 | Time: 3730.87 ms [2020-11-26 06:21:41 main:581] : INFO : Epoch 556 | loss: 0.0315089 | val_loss: 0.0315221 | Time: 3758.5 ms [2020-11-26 06:21:44 main:581] : INFO : Epoch 557 | loss: 0.0315108 | val_loss: 0.0315187 | Time: 3697.68 ms [2020-11-26 06:21:48 main:581] : INFO : Epoch 558 | loss: 0.031535 | val_loss: 0.0315115 | Time: 3702.41 ms [2020-11-26 06:21:52 main:581] : INFO : Epoch 559 | loss: 0.0315 | val_loss: 0.031511 | Time: 3684.11 ms [2020-11-26 06:21:55 main:581] : INFO : Epoch 560 | loss: 0.0314964 | val_loss: 0.0315133 | Time: 3691.33 ms [2020-11-26 06:21:59 main:581] : INFO : Epoch 561 | loss: 0.0315069 | val_loss: 0.0315303 | Time: 3715.56 ms [2020-11-26 06:22:03 main:581] : INFO : Epoch 562 | loss: 0.0315214 | val_loss: 0.0315346 | Time: 3856.69 ms [2020-11-26 06:22:07 main:581] : INFO : Epoch 563 | loss: 0.0315091 | val_loss: 0.0314989 | Time: 3884.76 ms [2020-11-26 06:22:11 main:581] : INFO : Epoch 564 | loss: 0.0314954 | val_loss: 0.0315114 | Time: 3886.33 ms [2020-11-26 06:22:14 main:581] : INFO : Epoch 565 | loss: 0.031513 | val_loss: 0.0315028 | Time: 3733.76 ms [2020-11-26 06:22:18 main:581] : INFO : Epoch 566 | loss: 0.0315052 | val_loss: 0.0315089 | Time: 3764.12 ms [2020-11-26 06:22:22 main:581] : INFO : Epoch 567 | loss: 0.0315068 | val_loss: 0.0315093 | Time: 3679.01 ms [2020-11-26 06:22:26 main:581] : INFO : Epoch 568 | loss: 0.0315165 | val_loss: 0.0315122 | Time: 3726.26 ms [2020-11-26 06:22:29 main:581] : INFO : Epoch 569 | loss: 0.0314969 | val_loss: 0.0315122 | Time: 3776.04 ms [2020-11-26 06:22:33 main:581] : INFO : Epoch 570 | loss: 0.0315144 | val_loss: 0.0315862 | Time: 3696.92 ms [2020-11-26 06:22:37 main:581] : INFO : Epoch 571 | loss: 0.0315569 | val_loss: 0.0315765 | Time: 3730.52 ms [2020-11-26 06:22:40 main:581] : INFO : Epoch 572 | loss: 0.0315093 | val_loss: 0.0315285 | Time: 3721.81 ms [2020-11-26 06:22:44 main:581] : INFO : Epoch 573 | loss: 0.0315102 | val_loss: 0.0314968 | Time: 3829.6 ms [2020-11-26 06:22:48 main:581] : INFO : Epoch 574 | loss: 0.031494 | val_loss: 0.0314919 | Time: 3752.08 ms [2020-11-26 06:22:52 main:581] : INFO : Epoch 575 | loss: 0.0314957 | val_loss: 0.0315008 | Time: 3956.54 ms [2020-11-26 06:22:56 main:581] : INFO : Epoch 576 | loss: 0.0314986 | val_loss: 0.0315193 | Time: 3727.07 ms [2020-11-26 06:23:00 main:581] : INFO : Epoch 577 | loss: 0.0315607 | val_loss: 0.0315637 | Time: 3779.75 ms [2020-11-26 06:23:03 main:581] : INFO : Epoch 578 | loss: 0.0315193 | val_loss: 0.0315294 | Time: 3681.53 ms [2020-11-26 06:23:07 main:581] : INFO : Epoch 579 | loss: 0.0314988 | val_loss: 0.0315141 | Time: 3724.99 ms [2020-11-26 06:23:11 main:581] : INFO : Epoch 580 | loss: 0.0314936 | val_loss: 0.0315037 | Time: 3814.14 ms [2020-11-26 06:23:14 main:581] : INFO : Epoch 581 | loss: 0.0314869 | val_loss: 0.0314947 | Time: 3675.05 ms [2020-11-26 06:23:18 main:581] : INFO : Epoch 582 | loss: 0.0314934 | val_loss: 0.0314915 | Time: 3642.02 ms [2020-11-26 06:23:22 main:581] : INFO : Epoch 583 | loss: 0.0315136 | val_loss: 0.0315326 | Time: 3797.23 ms [2020-11-26 06:23:26 main:581] : INFO : Epoch 584 | loss: 0.0315146 | val_loss: 0.0315232 | Time: 3739.68 ms [2020-11-26 06:23:29 main:581] : INFO : Epoch 585 | loss: 0.031492 | val_loss: 0.0314985 | Time: 3867.15 ms [2020-11-26 06:23:34 main:581] : INFO : Epoch 586 | loss: 0.031495 | val_loss: 0.031515 | Time: 4024.02 ms [2020-11-26 06:23:37 main:581] : INFO : Epoch 587 | loss: 0.0315038 | val_loss: 0.0315167 | Time: 3877.04 ms [2020-11-26 06:23:41 main:581] : INFO : Epoch 588 | loss: 0.0315265 | val_loss: 0.0315979 | Time: 3710.34 ms [2020-11-26 06:23:45 main:581] : INFO : Epoch 589 | loss: 0.0315441 | val_loss: 0.0314981 | Time: 3674.18 ms [2020-11-26 06:23:48 main:581] : INFO : Epoch 590 | loss: 0.031496 | val_loss: 0.0315061 | Time: 3668.33 ms [2020-11-26 06:23:52 main:581] : INFO : Epoch 591 | loss: 0.0314958 | val_loss: 0.0314942 | Time: 3702.12 ms [2020-11-26 06:23:56 main:581] : INFO : Epoch 592 | loss: 0.031487 | val_loss: 0.0315072 | Time: 3697.74 ms [2020-11-26 06:24:00 main:581] : INFO : Epoch 593 | loss: 0.0315138 | val_loss: 0.0315053 | Time: 3706.92 ms [2020-11-26 06:24:03 main:581] : INFO : Epoch 594 | loss: 0.0315039 | val_loss: 0.0315037 | Time: 3761.64 ms [2020-11-26 06:24:07 main:581] : INFO : Epoch 595 | loss: 0.0314995 | val_loss: 0.0314987 | Time: 3728.48 ms [2020-11-26 06:24:11 main:581] : INFO : Epoch 596 | loss: 0.0315138 | val_loss: 0.0315315 | Time: 3899.67 ms [2020-11-26 06:24:15 main:581] : INFO : Epoch 597 | loss: 0.0315169 | val_loss: 0.0315402 | Time: 4092.56 ms [2020-11-26 06:24:19 main:581] : INFO : Epoch 598 | loss: 0.0315047 | val_loss: 0.0315029 | Time: 3706.48 ms [2020-11-26 06:24:22 main:581] : INFO : Epoch 599 | loss: 0.031499 | val_loss: 0.0315154 | Time: 3701.51 ms [2020-11-26 06:24:26 main:581] : INFO : Epoch 600 | loss: 0.0314914 | val_loss: 0.0315128 | Time: 3813.76 ms [2020-11-26 06:24:30 main:581] : INFO : Epoch 601 | loss: 0.0315023 | val_loss: 0.0315014 | Time: 3919.37 ms [2020-11-26 06:24:34 main:581] : INFO : Epoch 602 | loss: 0.0314947 | val_loss: 0.0315114 | Time: 3699.97 ms [2020-11-26 06:24:38 main:581] : INFO : Epoch 603 | loss: 0.0315234 | val_loss: 0.0315158 | Time: 3653.29 ms [2020-11-26 06:24:41 main:581] : INFO : Epoch 604 | loss: 0.0314919 | val_loss: 0.0314875 | Time: 3727.05 ms [2020-11-26 06:24:45 main:581] : INFO : Epoch 605 | loss: 0.0314873 | val_loss: 0.0314984 | Time: 4178.52 ms [2020-11-26 06:24:49 main:581] : INFO : Epoch 606 | loss: 0.0314812 | val_loss: 0.0315007 | Time: 3991.03 ms [2020-11-26 06:24:53 main:581] : INFO : Epoch 607 | loss: 0.0315084 | val_loss: 0.0315405 | Time: 3747.53 ms [2020-11-26 06:24:57 main:581] : INFO : Epoch 608 | loss: 0.0315037 | val_loss: 0.0315171 | Time: 3683.23 ms [2020-11-26 06:25:01 main:581] : INFO : Epoch 609 | loss: 0.0315225 | val_loss: 0.0315148 | Time: 3703.82 ms [2020-11-26 06:25:04 main:581] : INFO : Epoch 610 | loss: 0.0314868 | val_loss: 0.0314816 | Time: 3729.79 ms [2020-11-26 06:25:08 main:581] : INFO : Epoch 611 | loss: 0.0314769 | val_loss: 0.0314924 | Time: 3726.44 ms [2020-11-26 06:25:12 main:581] : INFO : Epoch 612 | loss: 0.0314794 | val_loss: 0.0314803 | Time: 3738.34 ms [2020-11-26 06:25:16 main:581] : INFO : Epoch 613 | loss: 0.0314821 | val_loss: 0.0315102 | Time: 3788.54 ms [2020-11-26 06:25:19 main:581] : INFO : Epoch 614 | loss: 0.0315458 | val_loss: 0.0315254 | Time: 3815.64 ms [2020-11-26 06:25:23 main:581] : INFO : Epoch 615 | loss: 0.0314911 | val_loss: 0.0314875 | Time: 3648.82 ms [2020-11-26 06:25:27 main:581] : INFO : Epoch 616 | loss: 0.031475 | val_loss: 0.031482 | Time: 3746.35 ms [2020-11-26 06:25:31 main:581] : INFO : Epoch 617 | loss: 0.0314765 | val_loss: 0.031497 | Time: 4249.9 ms [2020-11-26 06:25:35 main:581] : INFO : Epoch 618 | loss: 0.0314767 | val_loss: 0.0314818 | Time: 3812.96 ms [2020-11-26 06:25:39 main:581] : INFO : Epoch 619 | loss: 0.0315012 | val_loss: 0.0315368 | Time: 3733.83 ms [2020-11-26 06:25:42 main:581] : INFO : Epoch 620 | loss: 0.03149 | val_loss: 0.0314898 | Time: 3684.15 ms [2020-11-26 06:25:46 main:581] : INFO : Epoch 621 | loss: 0.0314781 | val_loss: 0.0314986 | Time: 3738.09 ms [2020-11-26 06:25:50 main:581] : INFO : Epoch 622 | loss: 0.0314841 | val_loss: 0.0315152 | Time: 3732.79 ms [2020-11-26 06:25:54 main:581] : INFO : Epoch 623 | loss: 0.0315115 | val_loss: 0.0315009 | Time: 3868.7 ms [2020-11-26 06:25:57 main:581] : INFO : Epoch 624 | loss: 0.0314858 | val_loss: 0.0314895 | Time: 3665.33 ms [2020-11-26 06:26:01 main:581] : INFO : Epoch 625 | loss: 0.0314782 | val_loss: 0.0314831 | Time: 3715.94 ms [2020-11-26 06:26:05 main:581] : INFO : Epoch 626 | loss: 0.0314857 | val_loss: 0.0314893 | Time: 3745.83 ms [2020-11-26 06:26:08 main:581] : INFO : Epoch 627 | loss: 0.0315011 | val_loss: 0.0314857 | Time: 3726.26 ms [2020-11-26 06:26:12 main:581] : INFO : Epoch 628 | loss: 0.0314928 | val_loss: 0.0314908 | Time: 3762.82 ms [2020-11-26 06:26:16 main:581] : INFO : Epoch 629 | loss: 0.0314761 | val_loss: 0.0314812 | Time: 3657.28 ms [2020-11-26 06:26:20 main:581] : INFO : Epoch 630 | loss: 0.0314786 | val_loss: 0.0314956 | Time: 3706.59 ms [2020-11-26 06:26:23 main:581] : INFO : Epoch 631 | loss: 0.0314955 | val_loss: 0.0315024 | Time: 3809.48 ms [2020-11-26 06:26:27 main:581] : INFO : Epoch 632 | loss: 0.0315022 | val_loss: 0.0315012 | Time: 3814.98 ms [2020-11-26 06:26:31 main:581] : INFO : Epoch 633 | loss: 0.0314804 | val_loss: 0.0314957 | Time: 3675.57 ms [2020-11-26 06:26:35 main:581] : INFO : Epoch 634 | loss: 0.0314744 | val_loss: 0.0314925 | Time: 3757.22 ms [2020-11-26 06:26:38 main:581] : INFO : Epoch 635 | loss: 0.03149 | val_loss: 0.0314896 | Time: 3693.94 ms [2020-11-26 06:26:42 main:581] : INFO : Epoch 636 | loss: 0.0314759 | val_loss: 0.031477 | Time: 3689.29 ms [2020-11-26 06:26:46 main:581] : INFO : Epoch 637 | loss: 0.0315022 | val_loss: 0.0315754 | Time: 3685.49 ms [2020-11-26 06:26:49 main:581] : INFO : Epoch 638 | loss: 0.0315007 | val_loss: 0.0314928 | Time: 3705.98 ms [2020-11-26 06:26:53 main:581] : INFO : Epoch 639 | loss: 0.031475 | val_loss: 0.0314854 | Time: 3691.76 ms [2020-11-26 06:26:57 main:581] : INFO : Epoch 640 | loss: 0.0314684 | val_loss: 0.0314858 | Time: 3701.92 ms [2020-11-26 06:27:00 main:581] : INFO : Epoch 641 | loss: 0.0314842 | val_loss: 0.0314782 | Time: 3710.42 ms [2020-11-26 06:27:04 main:581] : INFO : Epoch 642 | loss: 0.0314703 | val_loss: 0.0314784 | Time: 3943.64 ms [2020-11-26 06:27:08 main:581] : INFO : Epoch 643 | loss: 0.0314682 | val_loss: 0.0314811 | Time: 3972.78 ms [2020-11-26 06:27:12 main:581] : INFO : Epoch 644 | loss: 0.0314707 | val_loss: 0.031499 | Time: 3714.19 ms [2020-11-26 06:27:16 main:581] : INFO : Epoch 645 | loss: 0.0314754 | val_loss: 0.0314904 | Time: 3766.75 ms [2020-11-26 06:27:20 main:581] : INFO : Epoch 646 | loss: 0.0314953 | val_loss: 0.0314968 | Time: 4007.35 ms [2020-11-26 06:27:24 main:581] : INFO : Epoch 647 | loss: 0.0314808 | val_loss: 0.0314847 | Time: 4039.75 ms [2020-11-26 06:27:28 main:581] : INFO : Epoch 648 | loss: 0.0314736 | val_loss: 0.0314894 | Time: 3813.41 ms [2020-11-26 06:27:31 main:581] : INFO : Epoch 649 | loss: 0.031471 | val_loss: 0.0314736 | Time: 3684.79 ms [2020-11-26 06:27:35 main:581] : INFO : Epoch 650 | loss: 0.0314654 | val_loss: 0.0314735 | Time: 3718.34 ms [2020-11-26 06:27:39 main:581] : INFO : Epoch 651 | loss: 0.0314894 | val_loss: 0.0315483 | Time: 3679.2 ms [2020-11-26 06:27:43 main:581] : INFO : Epoch 652 | loss: 0.0315009 | val_loss: 0.031491 | Time: 3773.47 ms [2020-11-26 06:27:46 main:581] : INFO : Epoch 653 | loss: 0.0314778 | val_loss: 0.0314826 | Time: 3797.42 ms [2020-11-26 06:27:50 main:581] : INFO : Epoch 654 | loss: 0.0314678 | val_loss: 0.0314717 | Time: 3831.65 ms [2020-11-26 06:27:54 main:581] : INFO : Epoch 655 | loss: 0.0314626 | val_loss: 0.03148 | Time: 4058.27 ms [2020-11-26 06:27:58 main:581] : INFO : Epoch 656 | loss: 0.0314742 | val_loss: 0.0315216 | Time: 3784 ms [2020-11-26 06:28:02 main:581] : INFO : Epoch 657 | loss: 0.031496 | val_loss: 0.0315024 | Time: 3718.13 ms [2020-11-26 06:28:05 main:581] : INFO : Epoch 658 | loss: 0.0314713 | val_loss: 0.0314669 | Time: 3666.63 ms [2020-11-26 06:28:09 main:581] : INFO : Epoch 659 | loss: 0.0314652 | val_loss: 0.0314832 | Time: 3651.49 ms [2020-11-26 06:28:13 main:581] : INFO : Epoch 660 | loss: 0.0314654 | val_loss: 0.0314747 | Time: 3710.08 ms [2020-11-26 06:28:17 main:581] : INFO : Epoch 661 | loss: 0.0314682 | val_loss: 0.0315148 | Time: 3868.44 ms [2020-11-26 06:28:20 main:581] : INFO : Epoch 662 | loss: 0.0315087 | val_loss: 0.0314927 | Time: 3640.97 ms [2020-11-26 06:28:24 main:581] : INFO : Epoch 663 | loss: 0.0314633 | val_loss: 0.0314694 | Time: 3701.21 ms [2020-11-26 06:28:28 main:581] : INFO : Epoch 664 | loss: 0.0314537 | val_loss: 0.0314749 | Time: 3822.11 ms [2020-11-26 06:28:32 main:581] : INFO : Epoch 665 | loss: 0.0315418 | val_loss: 0.0314982 | Time: 3771.61 ms [2020-11-26 06:28:35 main:581] : INFO : Epoch 666 | loss: 0.0314856 | val_loss: 0.0314912 | Time: 3773.75 ms [2020-11-26 06:28:39 main:581] : INFO : Epoch 667 | loss: 0.0314708 | val_loss: 0.031479 | Time: 3840.63 ms [2020-11-26 06:28:43 main:581] : INFO : Epoch 668 | loss: 0.0314552 | val_loss: 0.0314626 | Time: 4224.12 ms [2020-11-26 06:28:47 main:581] : INFO : Epoch 669 | loss: 0.0314473 | val_loss: 0.0314644 | Time: 3655.04 ms [2020-11-26 06:28:51 main:581] : INFO : Epoch 670 | loss: 0.0314414 | val_loss: 0.0314573 | Time: 3631.78 ms [2020-11-26 06:28:54 main:581] : INFO : Epoch 671 | loss: 0.0314744 | val_loss: 0.0314681 | Time: 3683.11 ms [2020-11-26 06:28:58 main:581] : INFO : Epoch 672 | loss: 0.0314589 | val_loss: 0.0314744 | Time: 3697.55 ms [2020-11-26 06:29:02 main:581] : INFO : Epoch 673 | loss: 0.0314615 | val_loss: 0.0314774 | Time: 3687.31 ms [2020-11-26 06:29:06 main:581] : INFO : Epoch 674 | loss: 0.031478 | val_loss: 0.0314921 | Time: 3726.67 ms [2020-11-26 06:29:09 main:581] : INFO : Epoch 675 | loss: 0.0314656 | val_loss: 0.0314683 | Time: 3245.64 ms [2020-11-26 06:29:13 main:581] : INFO : Epoch 676 | loss: 0.031464 | val_loss: 0.0314938 | Time: 4163.98 ms [2020-11-26 06:29:17 main:581] : INFO : Epoch 677 | loss: 0.0314553 | val_loss: 0.0314635 | Time: 3833.42 ms [2020-11-26 06:29:20 main:581] : INFO : Epoch 678 | loss: 0.0314715 | val_loss: 0.0316209 | Time: 3665.75 ms [2020-11-26 06:29:24 main:581] : INFO : Epoch 679 | loss: 0.031529 | val_loss: 0.0315125 | Time: 3697.24 ms [2020-11-26 06:29:28 main:581] : INFO : Epoch 680 | loss: 0.0314607 | val_loss: 0.0314645 | Time: 3648.22 ms [2020-11-26 06:29:32 main:581] : INFO : Epoch 681 | loss: 0.0314445 | val_loss: 0.0314689 | Time: 3719.16 ms [2020-11-26 06:29:35 main:581] : INFO : Epoch 682 | loss: 0.0314444 | val_loss: 0.0314705 | Time: 3700.27 ms [2020-11-26 06:29:39 main:581] : INFO : Epoch 683 | loss: 0.0314945 | val_loss: 0.031541 | Time: 3716.63 ms [2020-11-26 06:29:43 main:581] : INFO : Epoch 684 | loss: 0.0314789 | val_loss: 0.0314707 | Time: 4173.1 ms [2020-11-26 06:29:47 main:581] : INFO : Epoch 685 | loss: 0.0314424 | val_loss: 0.0314436 | Time: 4105.9 ms [2020-11-26 06:29:51 main:581] : INFO : Epoch 686 | loss: 0.0314308 | val_loss: 0.0314531 | Time: 3857.16 ms [2020-11-26 06:29:55 main:581] : INFO : Epoch 687 | loss: 0.0314888 | val_loss: 0.0315132 | Time: 3710.6 ms [2020-11-26 06:29:58 main:581] : INFO : Epoch 688 | loss: 0.0314588 | val_loss: 0.0314538 | Time: 3698.52 ms [2020-11-26 06:30:02 main:581] : INFO : Epoch 689 | loss: 0.0314338 | val_loss: 0.0314405 | Time: 3811.96 ms [2020-11-26 06:30:06 main:581] : INFO : Epoch 690 | loss: 0.0314284 | val_loss: 0.031452 | Time: 3751.67 ms [2020-11-26 06:30:10 main:581] : INFO : Epoch 691 | loss: 0.0314396 | val_loss: 0.0315829 | Time: 3703.7 ms [2020-11-26 06:30:13 main:581] : INFO : Epoch 692 | loss: 0.0358994 | val_loss: 0.0887824 | Time: 3659.15 ms [2020-11-26 06:30:17 main:581] : INFO : Epoch 693 | loss: 0.0763736 | val_loss: 0.0613232 | Time: 3700.5 ms [2020-11-26 06:30:21 main:581] : INFO : Epoch 694 | loss: 0.0454436 | val_loss: 0.0385088 | Time: 3839.41 ms [2020-11-26 06:30:25 main:581] : INFO : Epoch 695 | loss: 0.0349902 | val_loss: 0.0330436 | Time: 3634.59 ms [2020-11-26 06:30:28 main:581] : INFO : Epoch 696 | loss: 0.0323834 | val_loss: 0.0319736 | Time: 3652.7 ms [2020-11-26 06:30:32 main:581] : INFO : Epoch 697 | loss: 0.0318129 | val_loss: 0.0317167 | Time: 3655.31 ms [2020-11-26 06:30:36 main:581] : INFO : Epoch 698 | loss: 0.0316789 | val_loss: 0.0316576 | Time: 3793.15 ms [2020-11-26 06:30:39 main:581] : INFO : Epoch 699 | loss: 0.0316219 | val_loss: 0.0316197 | Time: 3736.2 ms [2020-11-26 06:30:43 main:581] : INFO : Epoch 700 | loss: 0.0315834 | val_loss: 0.0315825 | Time: 3759.13 ms [2020-11-26 06:30:47 main:581] : INFO : Epoch 701 | loss: 0.0315698 | val_loss: 0.0315812 | Time: 4268.05 ms [2020-11-26 06:30:51 main:581] : INFO : Epoch 702 | loss: 0.0315576 | val_loss: 0.0315628 | Time: 3955.58 ms [2020-11-26 06:30:55 main:581] : INFO : Epoch 703 | loss: 0.0315416 | val_loss: 0.0315406 | Time: 3730.75 ms [2020-11-26 06:30:59 main:581] : INFO : Epoch 704 | loss: 0.0315298 | val_loss: 0.0315311 | Time: 3723.25 ms [2020-11-26 06:31:03 main:581] : INFO : Epoch 705 | loss: 0.0315315 | val_loss: 0.0315432 | Time: 3651.81 ms [2020-11-26 06:31:06 main:581] : INFO : Epoch 706 | loss: 0.0315291 | val_loss: 0.0315436 | Time: 3718.77 ms [2020-11-26 06:31:10 main:581] : INFO : Epoch 707 | loss: 0.0315232 | val_loss: 0.0315294 | Time: 3699.14 ms [2020-11-26 06:31:14 main:581] : INFO : Epoch 708 | loss: 0.031517 | val_loss: 0.0315397 | Time: 3684.78 ms [2020-11-26 06:31:17 main:581] : INFO : Epoch 709 | loss: 0.0315217 | val_loss: 0.0315165 | Time: 3754.09 ms [2020-11-26 06:31:21 main:581] : INFO : Epoch 710 | loss: 0.03153 | val_loss: 0.0315152 | Time: 3785.58 ms [2020-11-26 06:31:25 main:581] : INFO : Epoch 711 | loss: 0.0315117 | val_loss: 0.0315185 | Time: 3810.69 ms [2020-11-26 06:31:29 main:581] : INFO : Epoch 712 | loss: 0.0315073 | val_loss: 0.0315133 | Time: 3908.09 ms [2020-11-26 06:31:33 main:581] : INFO : Epoch 713 | loss: 0.0315075 | val_loss: 0.0315182 | Time: 4161.13 ms [2020-11-26 06:31:37 main:581] : INFO : Epoch 714 | loss: 0.0315046 | val_loss: 0.0315041 | Time: 3764.93 ms [2020-11-26 06:31:41 main:581] : INFO : Epoch 715 | loss: 0.0315074 | val_loss: 0.0315166 | Time: 3766.17 ms [2020-11-26 06:31:44 main:581] : INFO : Epoch 716 | loss: 0.0315002 | val_loss: 0.0315049 | Time: 3891.25 ms [2020-11-26 06:31:48 main:581] : INFO : Epoch 717 | loss: 0.0314989 | val_loss: 0.0315059 | Time: 3751.01 ms [2020-11-26 06:31:52 main:581] : INFO : Epoch 718 | loss: 0.0314984 | val_loss: 0.0315073 | Time: 3686.35 ms [2020-11-26 06:31:56 main:581] : INFO : Epoch 719 | loss: 0.0314986 | val_loss: 0.0315019 | Time: 3646.59 ms [2020-11-26 06:31:59 main:581] : INFO : Epoch 720 | loss: 0.0314924 | val_loss: 0.0315008 | Time: 3715.58 ms [2020-11-26 06:32:03 main:581] : INFO : Epoch 721 | loss: 0.0314985 | val_loss: 0.0315118 | Time: 3697.95 ms [2020-11-26 06:32:07 main:581] : INFO : Epoch 722 | loss: 0.0314982 | val_loss: 0.0315094 | Time: 3665.82 ms [2020-11-26 06:32:10 main:581] : INFO : Epoch 723 | loss: 0.0314903 | val_loss: 0.0315087 | Time: 3742.18 ms [2020-11-26 06:32:14 main:581] : INFO : Epoch 724 | loss: 0.0315042 | val_loss: 0.031508 | Time: 4020.92 ms [2020-11-26 06:32:19 main:581] : INFO : Epoch 725 | loss: 0.0315018 | val_loss: 0.0315062 | Time: 4230.19 ms [2020-11-26 06:32:22 main:581] : INFO : Epoch 726 | loss: 0.0314982 | val_loss: 0.0315194 | Time: 3718.69 ms [2020-11-26 06:32:26 main:581] : INFO : Epoch 727 | loss: 0.0315008 | val_loss: 0.0315106 | Time: 3730.24 ms [2020-11-26 06:32:30 main:581] : INFO : Epoch 728 | loss: 0.0314992 | val_loss: 0.0315365 | Time: 3701.8 ms [2020-11-26 06:32:33 main:581] : INFO : Epoch 729 | loss: 0.0314989 | val_loss: 0.0314991 | Time: 3710.76 ms [2020-11-26 06:32:37 main:581] : INFO : Epoch 730 | loss: 0.0314894 | val_loss: 0.0314965 | Time: 3708.65 ms [2020-11-26 06:32:41 main:581] : INFO : Epoch 731 | loss: 0.0314911 | val_loss: 0.0315113 | Time: 3724.96 ms [2020-11-26 06:32:45 main:581] : INFO : Epoch 732 | loss: 0.0314994 | val_loss: 0.0315104 | Time: 3716.02 ms [2020-11-26 06:32:48 main:581] : INFO : Epoch 733 | loss: 0.0314975 | val_loss: 0.0315013 | Time: 3700.49 ms [2020-11-26 06:32:52 main:581] : INFO : Epoch 734 | loss: 0.0314907 | val_loss: 0.0314994 | Time: 3768.04 ms [2020-11-26 06:32:56 main:581] : INFO : Epoch 735 | loss: 0.0314927 | val_loss: 0.0315 | Time: 3742.21 ms [2020-11-26 06:33:00 main:581] : INFO : Epoch 736 | loss: 0.0314918 | val_loss: 0.0314905 | Time: 3764.52 ms [2020-11-26 06:33:03 main:581] : INFO : Epoch 737 | loss: 0.0314873 | val_loss: 0.0314914 | Time: 3748.4 ms [2020-11-26 06:33:07 main:581] : INFO : Epoch 738 | loss: 0.031488 | val_loss: 0.0315069 | Time: 3750.58 ms [2020-11-26 06:33:11 main:581] : INFO : Epoch 739 | loss: 0.0314906 | val_loss: 0.0314878 | Time: 3667.38 ms [2020-11-26 06:33:15 main:581] : INFO : Epoch 740 | loss: 0.0314885 | val_loss: 0.0314907 | Time: 3711.61 ms [2020-11-26 06:33:18 main:581] : INFO : Epoch 741 | loss: 0.0314828 | val_loss: 0.0314894 | Time: 3662.75 ms [2020-11-26 06:33:22 main:581] : INFO : Epoch 742 | loss: 0.0314844 | val_loss: 0.0314982 | Time: 3715.24 ms [2020-11-26 06:33:26 main:581] : INFO : Epoch 743 | loss: 0.0314912 | val_loss: 0.0315054 | Time: 3737.12 ms [2020-11-26 06:33:29 main:581] : INFO : Epoch 744 | loss: 0.0314907 | val_loss: 0.0315081 | Time: 3854.69 ms [2020-11-26 06:33:33 main:581] : INFO : Epoch 745 | loss: 0.0314864 | val_loss: 0.0314914 | Time: 3836.33 ms [2020-11-26 06:33:37 main:581] : INFO : Epoch 746 | loss: 0.0314879 | val_loss: 0.0314903 | Time: 4095.65 ms [2020-11-26 06:33:41 main:581] : INFO : Epoch 747 | loss: 0.0314893 | val_loss: 0.0314959 | Time: 3922.81 ms [2020-11-26 06:33:45 main:581] : INFO : Epoch 748 | loss: 0.0314863 | val_loss: 0.0314949 | Time: 3685.6 ms [2020-11-26 06:33:49 main:581] : INFO : Epoch 749 | loss: 0.0314829 | val_loss: 0.0314902 | Time: 3769.88 ms [2020-11-26 06:33:52 main:581] : INFO : Epoch 750 | loss: 0.0314877 | val_loss: 0.0314908 | Time: 3710.01 ms [2020-11-26 06:33:56 main:581] : INFO : Epoch 751 | loss: 0.0314838 | val_loss: 0.0314886 | Time: 3663.41 ms [2020-11-26 06:34:00 main:581] : INFO : Epoch 752 | loss: 0.0314869 | val_loss: 0.0314983 | Time: 3644.51 ms [2020-11-26 06:34:03 main:581] : INFO : Epoch 753 | loss: 0.0314918 | val_loss: 0.0314921 | Time: 3683.1 ms [2020-11-26 06:34:07 main:581] : INFO : Epoch 754 | loss: 0.0314814 | val_loss: 0.0314941 | Time: 3700.39 ms [2020-11-26 06:34:11 main:581] : INFO : Epoch 755 | loss: 0.0314851 | val_loss: 0.0314901 | Time: 3829.87 ms [2020-11-26 06:34:15 main:581] : INFO : Epoch 756 | loss: 0.0314822 | val_loss: 0.0314925 | Time: 4218.9 ms [2020-11-26 06:34:19 main:581] : INFO : Epoch 757 | loss: 0.0314911 | val_loss: 0.0315336 | Time: 3826.15 ms [2020-11-26 06:34:23 main:581] : INFO : Epoch 758 | loss: 0.0314935 | val_loss: 0.0314983 | Time: 4030.66 ms [2020-11-26 06:34:27 main:581] : INFO : Epoch 759 | loss: 0.0314857 | val_loss: 0.0314952 | Time: 3709.07 ms [2020-11-26 06:34:31 main:581] : INFO : Epoch 760 | loss: 0.0314863 | val_loss: 0.0314856 | Time: 3747.66 ms [2020-11-26 06:34:34 main:581] : INFO : Epoch 761 | loss: 0.0314858 | val_loss: 0.0314867 | Time: 3700.41 ms [2020-11-26 06:34:38 main:581] : INFO : Epoch 762 | loss: 0.031482 | val_loss: 0.0314905 | Time: 3735.19 ms [2020-11-26 06:34:42 main:581] : INFO : Epoch 763 | loss: 0.0314822 | val_loss: 0.0315081 | Time: 3689.95 ms [2020-11-26 06:34:45 main:581] : INFO : Epoch 764 | loss: 0.0314866 | val_loss: 0.0315111 | Time: 3676.27 ms [2020-11-26 06:34:49 main:581] : INFO : Epoch 765 | loss: 0.0314874 | val_loss: 0.031481 | Time: 3725.96 ms [2020-11-26 06:34:53 main:581] : INFO : Epoch 766 | loss: 0.0314787 | val_loss: 0.031483 | Time: 3715.04 ms [2020-11-26 06:34:57 main:581] : INFO : Epoch 767 | loss: 0.0314844 | val_loss: 0.0314858 | Time: 4343.9 ms [2020-11-26 06:35:01 main:581] : INFO : Epoch 768 | loss: 0.031483 | val_loss: 0.0314867 | Time: 3946.72 ms [2020-11-26 06:35:05 main:581] : INFO : Epoch 769 | loss: 0.0314779 | val_loss: 0.031481 | Time: 3712.99 ms [2020-11-26 06:35:09 main:581] : INFO : Epoch 770 | loss: 0.031481 | val_loss: 0.0314854 | Time: 3709.44 ms [2020-11-26 06:35:12 main:581] : INFO : Epoch 771 | loss: 0.0314785 | val_loss: 0.0314834 | Time: 3716.56 ms [2020-11-26 06:35:16 main:581] : INFO : Epoch 772 | loss: 0.0314757 | val_loss: 0.0314819 | Time: 3901.08 ms [2020-11-26 06:35:20 main:581] : INFO : Epoch 773 | loss: 0.0314764 | val_loss: 0.0314832 | Time: 3964.8 ms [2020-11-26 06:35:24 main:581] : INFO : Epoch 774 | loss: 0.0314778 | val_loss: 0.0314924 | Time: 3715.61 ms [2020-11-26 06:35:28 main:581] : INFO : Epoch 775 | loss: 0.0314787 | val_loss: 0.0314819 | Time: 3869.55 ms [2020-11-26 06:35:32 main:581] : INFO : Epoch 776 | loss: 0.0314784 | val_loss: 0.0314873 | Time: 3836.7 ms [2020-11-26 06:35:36 main:581] : INFO : Epoch 777 | loss: 0.0314777 | val_loss: 0.0314956 | Time: 4158.89 ms [2020-11-26 06:35:39 main:581] : INFO : Epoch 778 | loss: 0.0314781 | val_loss: 0.0314856 | Time: 3797.02 ms [2020-11-26 06:35:43 main:581] : INFO : Epoch 779 | loss: 0.0314812 | val_loss: 0.0314978 | Time: 3826.7 ms [2020-11-26 06:35:47 main:581] : INFO : Epoch 780 | loss: 0.0314829 | val_loss: 0.0314847 | Time: 3714.85 ms [2020-11-26 06:35:51 main:581] : INFO : Epoch 781 | loss: 0.0314818 | val_loss: 0.0314877 | Time: 3662.67 ms [2020-11-26 06:35:54 main:581] : INFO : Epoch 782 | loss: 0.0314858 | val_loss: 0.0314942 | Time: 3641.02 ms [2020-11-26 06:35:58 main:581] : INFO : Epoch 783 | loss: 0.0314812 | val_loss: 0.0314873 | Time: 3739.91 ms [2020-11-26 06:36:02 main:581] : INFO : Epoch 784 | loss: 0.0314767 | val_loss: 0.0314906 | Time: 3867.35 ms [2020-11-26 06:36:06 main:581] : INFO : Epoch 785 | loss: 0.0314784 | val_loss: 0.0314834 | Time: 3688.59 ms [2020-11-26 06:36:09 main:581] : INFO : Epoch 786 | loss: 0.0314754 | val_loss: 0.0314887 | Time: 3740.74 ms [2020-11-26 06:36:13 main:581] : INFO : Epoch 787 | loss: 0.0314764 | val_loss: 0.0314809 | Time: 3999.82 ms [2020-11-26 06:36:17 main:581] : INFO : Epoch 788 | loss: 0.0314777 | val_loss: 0.0314927 | Time: 3732.36 ms [2020-11-26 06:36:21 main:581] : INFO : Epoch 789 | loss: 0.0314798 | val_loss: 0.0314951 | Time: 3693.49 ms [2020-11-26 06:36:25 main:581] : INFO : Epoch 790 | loss: 0.0314778 | val_loss: 0.0314862 | Time: 3791.66 ms [2020-11-26 06:36:28 main:581] : INFO : Epoch 791 | loss: 0.0314742 | val_loss: 0.0314884 | Time: 3739.56 ms [2020-11-26 06:36:32 main:581] : INFO : Epoch 792 | loss: 0.031476 | val_loss: 0.0314831 | Time: 3639.17 ms [2020-11-26 06:36:36 main:581] : INFO : Epoch 793 | loss: 0.0314746 | val_loss: 0.0314832 | Time: 3717.22 ms [2020-11-26 06:36:39 main:581] : INFO : Epoch 794 | loss: 0.031483 | val_loss: 0.0314951 | Time: 3747.8 ms [2020-11-26 06:36:43 main:581] : INFO : Epoch 795 | loss: 0.0314858 | val_loss: 0.031485 | Time: 3864.6 ms [2020-11-26 06:36:47 main:581] : INFO : Epoch 796 | loss: 0.0314812 | val_loss: 0.03148 | Time: 3737.51 ms [2020-11-26 06:36:51 main:581] : INFO : Epoch 797 | loss: 0.0314778 | val_loss: 0.0314844 | Time: 3724.99 ms [2020-11-26 06:36:54 main:581] : INFO : Epoch 798 | loss: 0.0314755 | val_loss: 0.0314885 | Time: 3702.19 ms [2020-11-26 06:36:58 main:581] : INFO : Epoch 799 | loss: 0.0314748 | val_loss: 0.0314871 | Time: 3785.46 ms [2020-11-26 06:37:02 main:581] : INFO : Epoch 800 | loss: 0.0314893 | val_loss: 0.0314832 | Time: 3758.65 ms [2020-11-26 06:37:06 main:581] : INFO : Epoch 801 | loss: 0.0314733 | val_loss: 0.0314808 | Time: 3682.21 ms [2020-11-26 06:37:09 main:581] : INFO : Epoch 802 | loss: 0.0314726 | val_loss: 0.0314836 | Time: 3690.44 ms [2020-11-26 06:37:13 main:581] : INFO : Epoch 803 | loss: 0.0314749 | val_loss: 0.0314988 | Time: 3688 ms [2020-11-26 06:37:17 main:581] : INFO : Epoch 804 | loss: 0.0314784 | val_loss: 0.0314823 | Time: 3710.54 ms [2020-11-26 06:37:20 main:581] : INFO : Epoch 805 | loss: 0.0314803 | val_loss: 0.031479 | Time: 3703.82 ms [2020-11-26 06:37:24 main:581] : INFO : Epoch 806 | loss: 0.0314757 | val_loss: 0.0314923 | Time: 3769.85 ms [2020-11-26 06:37:29 main:581] : INFO : Epoch 807 | loss: 0.0314791 | val_loss: 0.0314837 | Time: 4338.31 ms [2020-11-26 06:37:32 main:581] : INFO : Epoch 808 | loss: 0.031482 | val_loss: 0.0315054 | Time: 3779.84 ms [2020-11-26 06:37:36 main:581] : INFO : Epoch 809 | loss: 0.0314854 | val_loss: 0.0314934 | Time: 3681 ms [2020-11-26 06:37:40 main:581] : INFO : Epoch 810 | loss: 0.0314807 | val_loss: 0.0315047 | Time: 3701.54 ms [2020-11-26 06:37:43 main:581] : INFO : Epoch 811 | loss: 0.0314838 | val_loss: 0.031487 | Time: 3743 ms [2020-11-26 06:37:47 main:581] : INFO : Epoch 812 | loss: 0.0314782 | val_loss: 0.0314836 | Time: 3735.36 ms [2020-11-26 06:37:51 main:581] : INFO : Epoch 813 | loss: 0.0314798 | val_loss: 0.031496 | Time: 3810.85 ms [2020-11-26 06:37:55 main:581] : INFO : Epoch 814 | loss: 0.0314787 | val_loss: 0.0315014 | Time: 4200.59 ms [2020-11-26 06:37:59 main:581] : INFO : Epoch 815 | loss: 0.0314836 | val_loss: 0.0314955 | Time: 3663.25 ms [2020-11-26 06:38:03 main:581] : INFO : Epoch 816 | loss: 0.0314968 | val_loss: 0.0315067 | Time: 3746.38 ms [2020-11-26 06:38:06 main:581] : INFO : Epoch 817 | loss: 0.0314779 | val_loss: 0.031484 | Time: 3711.78 ms [2020-11-26 06:38:10 main:581] : INFO : Epoch 818 | loss: 0.0314741 | val_loss: 0.0314863 | Time: 3671.65 ms [2020-11-26 06:38:14 main:581] : INFO : Epoch 819 | loss: 0.0314839 | val_loss: 0.0314906 | Time: 3669.32 ms [2020-11-26 06:38:17 main:581] : INFO : Epoch 820 | loss: 0.031489 | val_loss: 0.0315163 | Time: 3661.31 ms [2020-11-26 06:38:21 main:581] : INFO : Epoch 821 | loss: 0.0314884 | val_loss: 0.0314895 | Time: 3641.34 ms [2020-11-26 06:38:25 main:581] : INFO : Epoch 822 | loss: 0.0314794 | val_loss: 0.0314919 | Time: 3828.23 ms [2020-11-26 06:38:29 main:581] : INFO : Epoch 823 | loss: 0.0315166 | val_loss: 0.0314941 | Time: 3763.44 ms [2020-11-26 06:38:32 main:581] : INFO : Epoch 824 | loss: 0.0315027 | val_loss: 0.0315058 | Time: 3650.16 ms [2020-11-26 06:38:36 main:581] : INFO : Epoch 825 | loss: 0.0314833 | val_loss: 0.031482 | Time: 3736.06 ms [2020-11-26 06:38:40 main:581] : INFO : Epoch 826 | loss: 0.0314799 | val_loss: 0.0314826 | Time: 3921.71 ms [2020-11-26 06:38:44 main:581] : INFO : Epoch 827 | loss: 0.0314772 | val_loss: 0.0314826 | Time: 3852.54 ms [2020-11-26 06:38:48 main:581] : INFO : Epoch 828 | loss: 0.0314778 | val_loss: 0.0314827 | Time: 3942.36 ms [2020-11-26 06:38:51 main:581] : INFO : Epoch 829 | loss: 0.0314777 | val_loss: 0.0314908 | Time: 3629.75 ms [2020-11-26 06:38:55 main:581] : INFO : Epoch 830 | loss: 0.0314867 | val_loss: 0.0314979 | Time: 3615.7 ms [2020-11-26 06:38:59 main:581] : INFO : Epoch 831 | loss: 0.0315114 | val_loss: 0.0315031 | Time: 3665.4 ms [2020-11-26 06:39:03 main:581] : INFO : Epoch 832 | loss: 0.031483 | val_loss: 0.0314867 | Time: 4035.77 ms [2020-11-26 06:39:06 main:581] : INFO : Epoch 833 | loss: 0.0314839 | val_loss: 0.031492 | Time: 3852.49 ms [2020-11-26 06:39:10 main:581] : INFO : Epoch 834 | loss: 0.0314825 | val_loss: 0.0315037 | Time: 3700.7 ms [2020-11-26 06:39:14 main:581] : INFO : Epoch 835 | loss: 0.0314814 | val_loss: 0.0315001 | Time: 3688.5 ms [2020-11-26 06:39:18 main:581] : INFO : Epoch 836 | loss: 0.0314846 | val_loss: 0.0314991 | Time: 3752.87 ms [2020-11-26 06:39:21 main:581] : INFO : Epoch 837 | loss: 0.0314826 | val_loss: 0.0314912 | Time: 3796.67 ms [2020-11-26 06:39:25 main:581] : INFO : Epoch 838 | loss: 0.0314947 | val_loss: 0.031496 | Time: 3769.38 ms [2020-11-26 06:39:29 main:581] : INFO : Epoch 839 | loss: 0.0314828 | val_loss: 0.0314866 | Time: 3714.35 ms [2020-11-26 06:39:33 main:581] : INFO : Epoch 840 | loss: 0.0314791 | val_loss: 0.031492 | Time: 3724.23 ms [2020-11-26 06:39:36 main:581] : INFO : Epoch 841 | loss: 0.0314951 | val_loss: 0.0314968 | Time: 3775.08 ms [2020-11-26 06:39:41 main:581] : INFO : Epoch 842 | loss: 0.0314877 | val_loss: 0.0314961 | Time: 4400.91 ms [2020-11-26 06:39:45 main:581] : INFO : Epoch 843 | loss: 0.0314842 | val_loss: 0.0314985 | Time: 3697.36 ms [2020-11-26 06:39:48 main:581] : INFO : Epoch 844 | loss: 0.0314785 | val_loss: 0.0314981 | Time: 3630.45 ms [2020-11-26 06:39:52 main:581] : INFO : Epoch 845 | loss: 0.0314991 | val_loss: 0.0314862 | Time: 3659.44 ms [2020-11-26 06:39:56 main:581] : INFO : Epoch 846 | loss: 0.0314838 | val_loss: 0.0314862 | Time: 3733.18 ms [2020-11-26 06:39:59 main:581] : INFO : Epoch 847 | loss: 0.0314768 | val_loss: 0.0314834 | Time: 3722.86 ms [2020-11-26 06:40:03 main:581] : INFO : Epoch 848 | loss: 0.0314795 | val_loss: 0.0314913 | Time: 3732.11 ms [2020-11-26 06:40:07 main:581] : INFO : Epoch 849 | loss: 0.0314966 | val_loss: 0.0315134 | Time: 3757.79 ms [2020-11-26 06:40:11 main:581] : INFO : Epoch 850 | loss: 0.0314899 | val_loss: 0.0314866 | Time: 3802.5 ms [2020-11-26 06:40:14 main:581] : INFO : Epoch 851 | loss: 0.0314781 | val_loss: 0.0314917 | Time: 3731.1 ms [2020-11-26 06:40:18 main:581] : INFO : Epoch 852 | loss: 0.0314794 | val_loss: 0.0315041 | Time: 3715.04 ms [2020-11-26 06:40:22 main:581] : INFO : Epoch 853 | loss: 0.0314854 | val_loss: 0.0315045 | Time: 3691.24 ms [2020-11-26 06:40:25 main:581] : INFO : Epoch 854 | loss: 0.0314995 | val_loss: 0.0315031 | Time: 3640.35 ms [2020-11-26 06:40:29 main:581] : INFO : Epoch 855 | loss: 0.0314839 | val_loss: 0.0314833 | Time: 3735.38 ms [2020-11-26 06:40:33 main:581] : INFO : Epoch 856 | loss: 0.0314803 | val_loss: 0.0314851 | Time: 4108.22 ms [2020-11-26 06:40:37 main:581] : INFO : Epoch 857 | loss: 0.031485 | val_loss: 0.0314823 | Time: 3676.63 ms [2020-11-26 06:40:41 main:581] : INFO : Epoch 858 | loss: 0.0314888 | val_loss: 0.0314933 | Time: 3664.57 ms [2020-11-26 06:40:44 main:581] : INFO : Epoch 859 | loss: 0.0314776 | val_loss: 0.0314903 | Time: 3731.33 ms [2020-11-26 06:40:48 main:581] : INFO : Epoch 860 | loss: 0.0314828 | val_loss: 0.031488 | Time: 3744.03 ms [2020-11-26 06:40:52 main:581] : INFO : Epoch 861 | loss: 0.0314818 | val_loss: 0.0314889 | Time: 4214.79 ms [2020-11-26 06:40:56 main:581] : INFO : Epoch 862 | loss: 0.0314774 | val_loss: 0.0314853 | Time: 3837.75 ms [2020-11-26 06:41:00 main:581] : INFO : Epoch 863 | loss: 0.0314887 | val_loss: 0.0315153 | Time: 3716.75 ms [2020-11-26 06:41:03 main:581] : INFO : Epoch 864 | loss: 0.0315053 | val_loss: 0.0314928 | Time: 3657.09 ms [2020-11-26 06:41:07 main:581] : INFO : Epoch 865 | loss: 0.0314802 | val_loss: 0.0314882 | Time: 3736.9 ms [2020-11-26 06:41:11 main:581] : INFO : Epoch 866 | loss: 0.031482 | val_loss: 0.0314834 | Time: 3685.01 ms [2020-11-26 06:41:15 main:581] : INFO : Epoch 867 | loss: 0.0314861 | val_loss: 0.0314938 | Time: 3756.59 ms [2020-11-26 06:41:18 main:581] : INFO : Epoch 868 | loss: 0.0314807 | val_loss: 0.0314844 | Time: 3753.39 ms [2020-11-26 06:41:22 main:581] : INFO : Epoch 869 | loss: 0.0314785 | val_loss: 0.0314923 | Time: 3753.31 ms [2020-11-26 06:41:26 main:581] : INFO : Epoch 870 | loss: 0.0314816 | val_loss: 0.0314818 | Time: 3865.02 ms [2020-11-26 06:41:30 main:581] : INFO : Epoch 871 | loss: 0.0314812 | val_loss: 0.0314829 | Time: 3771.96 ms [2020-11-26 06:41:34 main:581] : INFO : Epoch 872 | loss: 0.0314846 | val_loss: 0.0314878 | Time: 3791.52 ms [2020-11-26 06:41:37 main:581] : INFO : Epoch 873 | loss: 0.031488 | val_loss: 0.0315041 | Time: 3715.33 ms [2020-11-26 06:41:41 main:581] : INFO : Epoch 874 | loss: 0.0314846 | val_loss: 0.0314961 | Time: 3639.28 ms [2020-11-26 06:41:45 main:581] : INFO : Epoch 875 | loss: 0.031497 | val_loss: 0.0315171 | Time: 3710.23 ms [2020-11-26 06:41:48 main:581] : INFO : Epoch 876 | loss: 0.0314886 | val_loss: 0.0315231 | Time: 3707.14 ms [2020-11-26 06:41:52 main:581] : INFO : Epoch 877 | loss: 0.0315494 | val_loss: 0.0315232 | Time: 3723.59 ms [2020-11-26 06:41:56 main:581] : INFO : Epoch 878 | loss: 0.0315041 | val_loss: 0.0315031 | Time: 3793.61 ms [2020-11-26 06:42:00 main:581] : INFO : Epoch 879 | loss: 0.0314866 | val_loss: 0.0314967 | Time: 3725.56 ms [2020-11-26 06:42:03 main:581] : INFO : Epoch 880 | loss: 0.0314994 | val_loss: 0.0315092 | Time: 3729.36 ms [2020-11-26 06:42:07 main:581] : INFO : Epoch 881 | loss: 0.0314878 | val_loss: 0.0314891 | Time: 3791.69 ms [2020-11-26 06:42:11 main:581] : INFO : Epoch 882 | loss: 0.031488 | val_loss: 0.0314924 | Time: 3736.93 ms [2020-11-26 06:42:15 main:581] : INFO : Epoch 883 | loss: 0.0314838 | val_loss: 0.0314924 | Time: 3708.23 ms [2020-11-26 06:42:18 main:581] : INFO : Epoch 884 | loss: 0.0314821 | val_loss: 0.0314684 | Time: 3816.02 ms [2020-11-26 06:42:22 main:581] : INFO : Epoch 885 | loss: 0.0314533 | val_loss: 0.031456 | Time: 3862.13 ms [2020-11-26 06:42:26 main:581] : INFO : Epoch 886 | loss: 0.0314366 | val_loss: 0.0314271 | Time: 3825.61 ms [2020-11-26 06:42:30 main:581] : INFO : Epoch 887 | loss: 0.0314788 | val_loss: 0.0315379 | Time: 3788.6 ms [2020-11-26 06:42:34 main:581] : INFO : Epoch 888 | loss: 0.0314412 | val_loss: 0.0314451 | Time: 3756.53 ms [2020-11-26 06:42:37 main:581] : INFO : Epoch 889 | loss: 0.031411 | val_loss: 0.0314044 | Time: 3776.97 ms [2020-11-26 06:42:41 main:581] : INFO : Epoch 890 | loss: 0.0313808 | val_loss: 0.0313817 | Time: 3782.33 ms [2020-11-26 06:42:45 main:581] : INFO : Epoch 891 | loss: 0.0313722 | val_loss: 0.0313941 | Time: 3759.58 ms [2020-11-26 06:42:49 main:581] : INFO : Epoch 892 | loss: 0.0313763 | val_loss: 0.0313781 | Time: 3822.81 ms [2020-11-26 06:42:52 main:581] : INFO : Epoch 893 | loss: 0.0313741 | val_loss: 0.031372 | Time: 3755.49 ms [2020-11-26 06:42:56 main:581] : INFO : Epoch 894 | loss: 0.0313641 | val_loss: 0.0313733 | Time: 3840.97 ms [2020-11-26 06:43:00 main:581] : INFO : Epoch 895 | loss: 0.0313611 | val_loss: 0.0313859 | Time: 3762.87 ms [2020-11-26 06:43:04 main:581] : INFO : Epoch 896 | loss: 0.0313676 | val_loss: 0.0313938 | Time: 3740.9 ms [2020-11-26 06:43:08 main:581] : INFO : Epoch 897 | loss: 0.031372 | val_loss: 0.0313772 | Time: 3734.6 ms [2020-11-26 06:43:11 main:581] : INFO : Epoch 898 | loss: 0.0313612 | val_loss: 0.0313797 | Time: 3744.66 ms [2020-11-26 06:43:15 main:581] : INFO : Epoch 899 | loss: 0.031368 | val_loss: 0.03138 | Time: 3690.1 ms [2020-11-26 06:43:19 main:581] : INFO : Epoch 900 | loss: 0.0313615 | val_loss: 0.0313738 | Time: 3676.76 ms [2020-11-26 06:43:22 main:581] : INFO : Epoch 901 | loss: 0.0313704 | val_loss: 0.0313832 | Time: 3759.5 ms [2020-11-26 06:43:26 main:581] : INFO : Epoch 902 | loss: 0.0313826 | val_loss: 0.0314194 | Time: 3778.62 ms [2020-11-26 06:43:30 main:581] : INFO : Epoch 903 | loss: 0.0313738 | val_loss: 0.0313842 | Time: 3829 ms [2020-11-26 06:43:34 main:581] : INFO : Epoch 904 | loss: 0.0313693 | val_loss: 0.0313985 | Time: 4220.56 ms [2020-11-26 06:43:38 main:581] : INFO : Epoch 905 | loss: 0.0313659 | val_loss: 0.0313729 | Time: 3780.41 ms [2020-11-26 06:43:42 main:581] : INFO : Epoch 906 | loss: 0.0313649 | val_loss: 0.0313895 | Time: 3697.36 ms [2020-11-26 06:43:46 main:581] : INFO : Epoch 907 | loss: 0.0313682 | val_loss: 0.0313836 | Time: 3878.85 ms [2020-11-26 06:43:50 main:581] : INFO : Epoch 908 | loss: 0.0313755 | val_loss: 0.0314122 | Time: 4122.42 ms [2020-11-26 06:43:54 main:581] : INFO : Epoch 909 | loss: 0.0313859 | val_loss: 0.0314134 | Time: 3778.34 ms [2020-11-26 06:43:57 main:581] : INFO : Epoch 910 | loss: 0.0313902 | val_loss: 0.0313908 | Time: 3641.71 ms [2020-11-26 06:44:01 main:581] : INFO : Epoch 911 | loss: 0.0313612 | val_loss: 0.0313857 | Time: 3685.29 ms [2020-11-26 06:44:05 main:581] : INFO : Epoch 912 | loss: 0.0313648 | val_loss: 0.0313807 | Time: 3788.01 ms [2020-11-26 06:44:08 main:581] : INFO : Epoch 913 | loss: 0.0313601 | val_loss: 0.0313692 | Time: 3801.05 ms [2020-11-26 06:44:12 main:581] : INFO : Epoch 914 | loss: 0.0313577 | val_loss: 0.0313706 | Time: 3660.3 ms [2020-11-26 06:44:16 main:581] : INFO : Epoch 915 | loss: 0.0313584 | val_loss: 0.0313856 | Time: 3767.88 ms [2020-11-26 06:44:20 main:581] : INFO : Epoch 916 | loss: 0.0313811 | val_loss: 0.0313865 | Time: 3746.47 ms [2020-11-26 06:44:23 main:581] : INFO : Epoch 917 | loss: 0.0313617 | val_loss: 0.0313788 | Time: 3737.39 ms [2020-11-26 06:44:27 main:581] : INFO : Epoch 918 | loss: 0.0313585 | val_loss: 0.0313749 | Time: 3694.54 ms [2020-11-26 06:44:31 main:581] : INFO : Epoch 919 | loss: 0.0313632 | val_loss: 0.0313762 | Time: 3707.68 ms [2020-11-26 06:44:34 main:581] : INFO : Epoch 920 | loss: 0.0313575 | val_loss: 0.031375 | Time: 3646.24 ms [2020-11-26 06:44:38 main:581] : INFO : Epoch 921 | loss: 0.0313726 | val_loss: 0.0314649 | Time: 3716.55 ms [2020-11-26 06:44:42 main:581] : INFO : Epoch 922 | loss: 0.0314165 | val_loss: 0.0313952 | Time: 3872.18 ms [2020-11-26 06:44:46 main:581] : INFO : Epoch 923 | loss: 0.0313805 | val_loss: 0.0313776 | Time: 3679.75 ms [2020-11-26 06:44:49 main:581] : INFO : Epoch 924 | loss: 0.03136 | val_loss: 0.0313922 | Time: 3695.45 ms [2020-11-26 06:44:53 main:581] : INFO : Epoch 925 | loss: 0.0313725 | val_loss: 0.0313821 | Time: 3659.63 ms [2020-11-26 06:44:57 main:581] : INFO : Epoch 926 | loss: 0.0313581 | val_loss: 0.0313701 | Time: 3707.71 ms [2020-11-26 06:45:01 main:581] : INFO : Epoch 927 | loss: 0.0313548 | val_loss: 0.0313717 | Time: 3820.32 ms [2020-11-26 06:45:05 main:581] : INFO : Epoch 928 | loss: 0.0313692 | val_loss: 0.0313728 | Time: 3970.33 ms [2020-11-26 06:45:08 main:581] : INFO : Epoch 929 | loss: 0.0313631 | val_loss: 0.0313823 | Time: 3745.72 ms [2020-11-26 06:45:12 main:581] : INFO : Epoch 930 | loss: 0.0313552 | val_loss: 0.0313742 | Time: 3849.56 ms [2020-11-26 06:45:16 main:581] : INFO : Epoch 931 | loss: 0.0313673 | val_loss: 0.0313855 | Time: 3792.96 ms [2020-11-26 06:45:20 main:581] : INFO : Epoch 932 | loss: 0.031364 | val_loss: 0.0313725 | Time: 3715.86 ms [2020-11-26 06:45:23 main:581] : INFO : Epoch 933 | loss: 0.0313557 | val_loss: 0.0313666 | Time: 3688.77 ms [2020-11-26 06:45:27 main:581] : INFO : Epoch 934 | loss: 0.0313571 | val_loss: 0.0313799 | Time: 3639.04 ms [2020-11-26 06:45:31 main:581] : INFO : Epoch 935 | loss: 0.0313785 | val_loss: 0.0314044 | Time: 3676.09 ms [2020-11-26 06:45:34 main:581] : INFO : Epoch 936 | loss: 0.0313985 | val_loss: 0.0313889 | Time: 3742.49 ms [2020-11-26 06:45:38 main:581] : INFO : Epoch 937 | loss: 0.0313664 | val_loss: 0.0313728 | Time: 3713.71 ms [2020-11-26 06:45:42 main:581] : INFO : Epoch 938 | loss: 0.0313629 | val_loss: 0.0313776 | Time: 3811.81 ms [2020-11-26 06:45:46 main:581] : INFO : Epoch 939 | loss: 0.0313553 | val_loss: 0.0313862 | Time: 3712.97 ms [2020-11-26 06:45:49 main:581] : INFO : Epoch 940 | loss: 0.0313573 | val_loss: 0.0313882 | Time: 3748.28 ms [2020-11-26 06:45:53 main:581] : INFO : Epoch 941 | loss: 0.0313825 | val_loss: 0.0314055 | Time: 3702.71 ms [2020-11-26 06:45:57 main:581] : INFO : Epoch 942 | loss: 0.0313727 | val_loss: 0.0313825 | Time: 3844.08 ms [2020-11-26 06:46:01 main:581] : INFO : Epoch 943 | loss: 0.0313659 | val_loss: 0.031372 | Time: 3859.65 ms [2020-11-26 06:46:04 main:581] : INFO : Epoch 944 | loss: 0.0313653 | val_loss: 0.0313756 | Time: 3645.98 ms [2020-11-26 06:46:08 main:581] : INFO : Epoch 945 | loss: 0.0313596 | val_loss: 0.0313678 | Time: 3682.9 ms [2020-11-26 06:46:12 main:581] : INFO : Epoch 946 | loss: 0.0313557 | val_loss: 0.0313899 | Time: 3641.8 ms [2020-11-26 06:46:16 main:581] : INFO : Epoch 947 | loss: 0.0313669 | val_loss: 0.031397 | Time: 3965.16 ms [2020-11-26 06:46:19 main:581] : INFO : Epoch 948 | loss: 0.0313816 | val_loss: 0.0313857 | Time: 3672.96 ms [2020-11-26 06:46:23 main:581] : INFO : Epoch 949 | loss: 0.031362 | val_loss: 0.0313818 | Time: 3679.73 ms [2020-11-26 06:46:27 main:581] : INFO : Epoch 950 | loss: 0.0313653 | val_loss: 0.0313896 | Time: 4173.75 ms [2020-11-26 06:46:31 main:581] : INFO : Epoch 951 | loss: 0.031369 | val_loss: 0.0313857 | Time: 3768.3 ms [2020-11-26 06:46:35 main:581] : INFO : Epoch 952 | loss: 0.0313689 | val_loss: 0.0313749 | Time: 3692.56 ms [2020-11-26 06:46:38 main:581] : INFO : Epoch 953 | loss: 0.0313665 | val_loss: 0.0313878 | Time: 3699.24 ms [2020-11-26 06:46:42 main:581] : INFO : Epoch 954 | loss: 0.0313799 | val_loss: 0.0313903 | Time: 3852.14 ms [2020-11-26 06:46:46 main:581] : INFO : Epoch 955 | loss: 0.0313669 | val_loss: 0.0313684 | Time: 3753.13 ms [2020-11-26 06:46:50 main:581] : INFO : Epoch 956 | loss: 0.0313574 | val_loss: 0.0313719 | Time: 3875.58 ms [2020-11-26 06:46:54 main:581] : INFO : Epoch 957 | loss: 0.0313625 | val_loss: 0.0313827 | Time: 3776.55 ms [2020-11-26 06:46:57 main:581] : INFO : Epoch 958 | loss: 0.0313557 | val_loss: 0.0313677 | Time: 3672.13 ms [2020-11-26 06:47:01 main:581] : INFO : Epoch 959 | loss: 0.031358 | val_loss: 0.0313679 | Time: 3697.32 ms [2020-11-26 06:47:05 main:581] : INFO : Epoch 960 | loss: 0.0313656 | val_loss: 0.0313866 | Time: 3747.47 ms [2020-11-26 06:47:09 main:581] : INFO : Epoch 961 | loss: 0.0313659 | val_loss: 0.0313762 | Time: 3785.33 ms [2020-11-26 06:47:12 main:581] : INFO : Epoch 962 | loss: 0.0313666 | val_loss: 0.0314062 | Time: 3745.05 ms [2020-11-26 06:47:16 main:581] : INFO : Epoch 963 | loss: 0.0313842 | val_loss: 0.0313945 | Time: 4001.12 ms [2020-11-26 06:47:20 main:581] : INFO : Epoch 964 | loss: 0.0313714 | val_loss: 0.0313857 | Time: 3776.72 ms [2020-11-26 06:47:24 main:581] : INFO : Epoch 965 | loss: 0.0313637 | val_loss: 0.0313694 | Time: 3826.2 ms [2020-11-26 06:47:28 main:581] : INFO : Epoch 966 | loss: 0.0313559 | val_loss: 0.0313692 | Time: 3852.48 ms [2020-11-26 06:47:31 main:581] : INFO : Epoch 967 | loss: 0.0313533 | val_loss: 0.03138 | Time: 3741.55 ms [2020-11-26 06:47:35 main:581] : INFO : Epoch 968 | loss: 0.0313847 | val_loss: 0.0313912 | Time: 3688.45 ms [2020-11-26 06:47:39 main:581] : INFO : Epoch 969 | loss: 0.0313943 | val_loss: 0.0313964 | Time: 3706.36 ms [2020-11-26 06:47:43 main:581] : INFO : Epoch 970 | loss: 0.0313688 | val_loss: 0.0313769 | Time: 3717.88 ms [2020-11-26 06:47:46 main:581] : INFO : Epoch 971 | loss: 0.031356 | val_loss: 0.0313751 | Time: 3805.04 ms [2020-11-26 06:47:51 main:581] : INFO : Epoch 972 | loss: 0.0313836 | val_loss: 0.0313989 | Time: 4207.22 ms [2020-11-26 06:47:54 main:581] : INFO : Epoch 973 | loss: 0.0313713 | val_loss: 0.0313737 | Time: 3695.03 ms [2020-11-26 06:47:58 main:581] : INFO : Epoch 974 | loss: 0.0313672 | val_loss: 0.031363 | Time: 3665.01 ms [2020-11-26 06:48:02 main:581] : INFO : Epoch 975 | loss: 0.0313623 | val_loss: 0.0313741 | Time: 3735.27 ms [2020-11-26 06:48:05 main:581] : INFO : Epoch 976 | loss: 0.0313667 | val_loss: 0.0314021 | Time: 3713.96 ms [2020-11-26 06:48:09 main:581] : INFO : Epoch 977 | loss: 0.0313656 | val_loss: 0.0314002 | Time: 3696.17 ms [2020-11-26 06:48:13 main:581] : INFO : Epoch 978 | loss: 0.0313846 | val_loss: 0.0313787 | Time: 3698.67 ms [2020-11-26 06:48:17 main:581] : INFO : Epoch 979 | loss: 0.0313585 | val_loss: 0.0313649 | Time: 3692.83 ms [2020-11-26 06:48:20 main:581] : INFO : Epoch 980 | loss: 0.0313535 | val_loss: 0.0313748 | Time: 3741.11 ms [2020-11-26 06:48:24 main:581] : INFO : Epoch 981 | loss: 0.0313547 | val_loss: 0.031371 | Time: 3694.78 ms [2020-11-26 06:48:28 main:581] : INFO : Epoch 982 | loss: 0.0313583 | val_loss: 0.0313655 | Time: 3915.22 ms [2020-11-26 06:48:32 main:581] : INFO : Epoch 983 | loss: 0.0313726 | val_loss: 0.031392 | Time: 4119.11 ms [2020-11-26 06:48:36 main:581] : INFO : Epoch 984 | loss: 0.0313654 | val_loss: 0.0313836 | Time: 3710.11 ms [2020-11-26 06:48:39 main:581] : INFO : Epoch 985 | loss: 0.0313551 | val_loss: 0.0313671 | Time: 3654.19 ms [2020-11-26 06:48:43 main:581] : INFO : Epoch 986 | loss: 0.0313552 | val_loss: 0.0313717 | Time: 3686.13 ms [2020-11-26 06:48:47 main:581] : INFO : Epoch 987 | loss: 0.0313657 | val_loss: 0.0313732 | Time: 3762.16 ms [2020-11-26 06:48:51 main:581] : INFO : Epoch 988 | loss: 0.0313557 | val_loss: 0.0313707 | Time: 3753.97 ms [2020-11-26 06:48:54 main:581] : INFO : Epoch 989 | loss: 0.0313538 | val_loss: 0.0313632 | Time: 3659.74 ms [2020-11-26 06:48:58 main:581] : INFO : Epoch 990 | loss: 0.0313564 | val_loss: 0.0313776 | Time: 3730.08 ms [2020-11-26 06:49:02 main:581] : INFO : Epoch 991 | loss: 0.0313705 | val_loss: 0.0313856 | Time: 3723.24 ms [2020-11-26 06:49:05 main:581] : INFO : Epoch 992 | loss: 0.0313723 | val_loss: 0.031387 | Time: 3748.66 ms [2020-11-26 06:49:09 main:581] : INFO : Epoch 993 | loss: 0.0313618 | val_loss: 0.031394 | Time: 3761.15 ms [2020-11-26 06:49:13 main:581] : INFO : Epoch 994 | loss: 0.0313734 | val_loss: 0.0313724 | Time: 3661.49 ms [2020-11-26 06:49:17 main:581] : INFO : Epoch 995 | loss: 0.0313594 | val_loss: 0.0313821 | Time: 3681.34 ms [2020-11-26 06:49:21 main:581] : INFO : Epoch 996 | loss: 0.0313855 | val_loss: 0.0313792 | Time: 3980.65 ms [2020-11-26 06:49:24 main:581] : INFO : Epoch 997 | loss: 0.0313636 | val_loss: 0.031369 | Time: 3757.75 ms [2020-11-26 06:49:28 main:581] : INFO : Epoch 998 | loss: 0.0313513 | val_loss: 0.0313575 | Time: 3684.95 ms [2020-11-26 06:49:32 main:581] : INFO : Epoch 999 | loss: 0.0313513 | val_loss: 0.0313664 | Time: 3992.34 ms [2020-11-26 06:49:36 main:581] : INFO : Epoch 1000 | loss: 0.0313564 | val_loss: 0.0313768 | Time: 3761.9 ms [2020-11-26 06:49:39 main:581] : INFO : Epoch 1001 | loss: 0.0313602 | val_loss: 0.0313921 | Time: 3698.64 ms [2020-11-26 06:49:43 main:581] : INFO : Epoch 1002 | loss: 0.0313956 | val_loss: 0.0313893 | Time: 3740.53 ms [2020-11-26 06:49:47 main:581] : INFO : Epoch 1003 | loss: 0.0313582 | val_loss: 0.0313684 | Time: 3755.43 ms [2020-11-26 06:49:51 main:581] : INFO : Epoch 1004 | loss: 0.0313546 | val_loss: 0.0313796 | Time: 3716.89 ms [2020-11-26 06:49:54 main:581] : INFO : Epoch 1005 | loss: 0.0313757 | val_loss: 0.0313695 | Time: 3748.69 ms [2020-11-26 06:49:58 main:581] : INFO : Epoch 1006 | loss: 0.0313593 | val_loss: 0.0313981 | Time: 3702.77 ms [2020-11-26 06:50:02 main:581] : INFO : Epoch 1007 | loss: 0.0313651 | val_loss: 0.0313673 | Time: 3843.32 ms [2020-11-26 06:50:06 main:581] : INFO : Epoch 1008 | loss: 0.031349 | val_loss: 0.0313618 | Time: 4193.57 ms [2020-11-26 06:50:10 main:581] : INFO : Epoch 1009 | loss: 0.0313499 | val_loss: 0.0313783 | Time: 3743.11 ms [2020-11-26 06:50:14 main:581] : INFO : Epoch 1010 | loss: 0.0313578 | val_loss: 0.0313692 | Time: 3697.39 ms [2020-11-26 06:50:17 main:581] : INFO : Epoch 1011 | loss: 0.0313532 | val_loss: 0.0313725 | Time: 3749.43 ms [2020-11-26 06:50:22 main:581] : INFO : Epoch 1012 | loss: 0.031371 | val_loss: 0.0314022 | Time: 4250.9 ms [2020-11-26 06:50:25 main:581] : INFO : Epoch 1013 | loss: 0.0313732 | val_loss: 0.0313893 | Time: 3791.76 ms [2020-11-26 06:50:29 main:581] : INFO : Epoch 1014 | loss: 0.0313694 | val_loss: 0.0313783 | Time: 3677.48 ms [2020-11-26 06:50:33 main:581] : INFO : Epoch 1015 | loss: 0.0313693 | val_loss: 0.0313856 | Time: 3730.4 ms [2020-11-26 06:50:36 main:581] : INFO : Epoch 1016 | loss: 0.0313637 | val_loss: 0.0313879 | Time: 3704.4 ms [2020-11-26 06:50:40 main:581] : INFO : Epoch 1017 | loss: 0.0313546 | val_loss: 0.0313804 | Time: 3773.51 ms [2020-11-26 06:50:44 main:581] : INFO : Epoch 1018 | loss: 0.0313784 | val_loss: 0.0313884 | Time: 3773.46 ms [2020-11-26 06:50:48 main:581] : INFO : Epoch 1019 | loss: 0.031383 | val_loss: 0.031385 | Time: 3792.29 ms [2020-11-26 06:50:52 main:581] : INFO : Epoch 1020 | loss: 0.031374 | val_loss: 0.0313843 | Time: 3775.51 ms [2020-11-26 06:50:55 main:581] : INFO : Epoch 1021 | loss: 0.0313657 | val_loss: 0.0313841 | Time: 3690.4 ms [2020-11-26 06:50:59 main:581] : INFO : Epoch 1022 | loss: 0.0313694 | val_loss: 0.0313761 | Time: 3750.64 ms [2020-11-26 06:51:03 main:581] : INFO : Epoch 1023 | loss: 0.0313569 | val_loss: 0.0313816 | Time: 3760.24 ms [2020-11-26 06:51:07 main:581] : INFO : Epoch 1024 | loss: 0.0313714 | val_loss: 0.0313822 | Time: 4194.1 ms [2020-11-26 06:51:07 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313822 [2020-11-26 06:51:07 main:610] : INFO : Saving end state to config to file [2020-11-26 06:51:07 main:615] : INFO : Success, exiting.. 06:51:07 (2038): 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)