Task 3184527
| Name | ParityMachine-1606531309-24081-1_1 |
| Workunit | 1473742 |
| Created | 6 Dec 2020, 0:34:29 UTC |
| Sent | 6 Dec 2020, 0:43:47 UTC |
| Report deadline | 13 Dec 2020, 0:43:47 UTC |
| Received | 6 Dec 2020, 2:29:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12399 |
| Run time | 52 min 46 sec |
| CPU time | 52 min 42 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,642.29 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 | 32.65 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> | loss: 0.0311388 | val_loss: 0.0311663 | Time: 3051.31 ms [2020-12-06 02:10:32 main:581] : INFO : Epoch 511 | loss: 0.0311394 | val_loss: 0.0311736 | Time: 3062.48 ms [2020-12-06 02:10:35 main:581] : INFO : Epoch 512 | loss: 0.031142 | val_loss: 0.0311692 | Time: 3035.94 ms [2020-12-06 02:10:38 main:581] : INFO : Epoch 513 | loss: 0.0311409 | val_loss: 0.0311668 | Time: 3120.57 ms [2020-12-06 02:10:42 main:581] : INFO : Epoch 514 | loss: 0.0311406 | val_loss: 0.0311721 | Time: 3077.49 ms [2020-12-06 02:10:45 main:581] : INFO : Epoch 515 | loss: 0.0311438 | val_loss: 0.0311696 | Time: 3033.95 ms [2020-12-06 02:10:48 main:581] : INFO : Epoch 516 | loss: 0.0311467 | val_loss: 0.0311658 | Time: 3064.27 ms [2020-12-06 02:10:51 main:581] : INFO : Epoch 517 | loss: 0.0311455 | val_loss: 0.0311682 | Time: 3068.23 ms [2020-12-06 02:10:54 main:581] : INFO : Epoch 518 | loss: 0.0311407 | val_loss: 0.0311676 | Time: 3115.63 ms [2020-12-06 02:10:57 main:581] : INFO : Epoch 519 | loss: 0.0311384 | val_loss: 0.0311655 | Time: 3047.47 ms [2020-12-06 02:11:00 main:581] : INFO : Epoch 520 | loss: 0.0311389 | val_loss: 0.0311645 | Time: 3055.41 ms [2020-12-06 02:11:03 main:581] : INFO : Epoch 521 | loss: 0.0311394 | val_loss: 0.0311652 | Time: 3068.82 ms [2020-12-06 02:11:06 main:581] : INFO : Epoch 522 | loss: 0.0311379 | val_loss: 0.0311685 | Time: 3116.08 ms [2020-12-06 02:11:09 main:581] : INFO : Epoch 523 | loss: 0.0311368 | val_loss: 0.0311643 | Time: 3055.48 ms [2020-12-06 02:11:12 main:581] : INFO : Epoch 524 | loss: 0.0311356 | val_loss: 0.0311676 | Time: 3034.9 ms [2020-12-06 02:11:15 main:581] : INFO : Epoch 525 | loss: 0.0311346 | val_loss: 0.0311661 | Time: 3065.28 ms [2020-12-06 02:11:18 main:581] : INFO : Epoch 526 | loss: 0.0311336 | val_loss: 0.0311675 | Time: 3092.37 ms [2020-12-06 02:11:21 main:581] : INFO : Epoch 527 | loss: 0.0311355 | val_loss: 0.031165 | Time: 3080.19 ms [2020-12-06 02:11:24 main:581] : INFO : Epoch 528 | loss: 0.0311341 | val_loss: 0.0311696 | Time: 3035.74 ms [2020-12-06 02:11:28 main:581] : INFO : Epoch 529 | loss: 0.0311356 | val_loss: 0.0311685 | Time: 3061.44 ms [2020-12-06 02:11:31 main:581] : INFO : Epoch 530 | loss: 0.0311318 | val_loss: 0.0311634 | Time: 3077.56 ms [2020-12-06 02:11:34 main:581] : INFO : Epoch 531 | loss: 0.0311318 | val_loss: 0.0311664 | Time: 3077.25 ms [2020-12-06 02:11:37 main:581] : INFO : Epoch 532 | loss: 0.0311345 | val_loss: 0.0311682 | Time: 3044.33 ms [2020-12-06 02:11:40 main:581] : INFO : Epoch 533 | loss: 0.0311358 | val_loss: 0.0311695 | Time: 3041.36 ms [2020-12-06 02:11:43 main:581] : INFO : Epoch 534 | loss: 0.0311349 | val_loss: 0.0311664 | Time: 3120.14 ms [2020-12-06 02:11:46 main:581] : INFO : Epoch 535 | loss: 0.0311313 | val_loss: 0.0311716 | Time: 3070.96 ms [2020-12-06 02:11:49 main:581] : INFO : Epoch 536 | loss: 0.0311305 | val_loss: 0.0311707 | Time: 3058.67 ms [2020-12-06 02:11:52 main:581] : INFO : Epoch 537 | loss: 0.0311297 | val_loss: 0.0311656 | Time: 3038.21 ms [2020-12-06 02:11:55 main:581] : INFO : Epoch 538 | loss: 0.0311289 | val_loss: 0.0311657 | Time: 3083.09 ms [2020-12-06 02:11:58 main:581] : INFO : Epoch 539 | loss: 0.0311313 | val_loss: 0.03117 | Time: 3093.34 ms [2020-12-06 02:12:01 main:581] : INFO : Epoch 540 | loss: 0.0311294 | val_loss: 0.0311667 | Time: 3041.08 ms [2020-12-06 02:12:04 main:581] : INFO : Epoch 541 | loss: 0.0311296 | val_loss: 0.0311687 | Time: 3059 ms [2020-12-06 02:12:07 main:581] : INFO : Epoch 542 | loss: 0.0311309 | val_loss: 0.0311672 | Time: 3065.94 ms [2020-12-06 02:12:10 main:581] : INFO : Epoch 543 | loss: 0.0311348 | val_loss: 0.0311691 | Time: 3077.57 ms [2020-12-06 02:12:14 main:581] : INFO : Epoch 544 | loss: 0.0311349 | val_loss: 0.0311681 | Time: 3064.84 ms [2020-12-06 02:12:17 main:581] : INFO : Epoch 545 | loss: 0.031133 | val_loss: 0.0311708 | Time: 3045.96 ms [2020-12-06 02:12:20 main:581] : INFO : Epoch 546 | loss: 0.0311325 | val_loss: 0.0311689 | Time: 3075.75 ms [2020-12-06 02:12:23 main:581] : INFO : Epoch 547 | loss: 0.0311306 | val_loss: 0.0311675 | Time: 3073.77 ms [2020-12-06 02:12:26 main:581] : INFO : Epoch 548 | loss: 0.0311303 | val_loss: 0.0311674 | Time: 3054.55 ms [2020-12-06 02:12:29 main:581] : INFO : Epoch 549 | loss: 0.0311316 | val_loss: 0.0311661 | Time: 3062.04 ms [2020-12-06 02:12:32 main:581] : INFO : Epoch 550 | loss: 0.0311326 | val_loss: 0.0311665 | Time: 3064.34 ms [2020-12-06 02:12:35 main:581] : INFO : Epoch 551 | loss: 0.0311323 | val_loss: 0.0311694 | Time: 3067.04 ms [2020-12-06 02:12:38 main:581] : INFO : Epoch 552 | loss: 0.0311308 | val_loss: 0.031165 | Time: 3056.07 ms [2020-12-06 02:12:41 main:581] : INFO : Epoch 553 | loss: 0.0311318 | val_loss: 0.0311667 | Time: 3049.51 ms [2020-12-06 02:12:44 main:581] : INFO : Epoch 554 | loss: 0.0311335 | val_loss: 0.0311725 | Time: 3098.79 ms [2020-12-06 02:12:47 main:581] : INFO : Epoch 555 | loss: 0.0311304 | val_loss: 0.0311668 | Time: 3081.59 ms [2020-12-06 02:12:50 main:581] : INFO : Epoch 556 | loss: 0.0311284 | val_loss: 0.0311704 | Time: 3057.79 ms [2020-12-06 02:12:53 main:581] : INFO : Epoch 557 | loss: 0.0311406 | val_loss: 0.0311719 | Time: 3041.13 ms [2020-12-06 02:12:56 main:581] : INFO : Epoch 558 | loss: 0.0311493 | val_loss: 0.0311669 | Time: 3060.27 ms [2020-12-06 02:13:00 main:581] : INFO : Epoch 559 | loss: 0.0311454 | val_loss: 0.0311707 | Time: 3135.05 ms [2020-12-06 02:13:03 main:581] : INFO : Epoch 560 | loss: 0.0311422 | val_loss: 0.0311667 | Time: 3060.73 ms [2020-12-06 02:13:06 main:581] : INFO : Epoch 561 | loss: 0.0311389 | val_loss: 0.0311636 | Time: 3042.95 ms [2020-12-06 02:13:09 main:581] : INFO : Epoch 562 | loss: 0.0311371 | val_loss: 0.0311616 | Time: 3049 ms [2020-12-06 02:13:12 main:581] : INFO : Epoch 563 | loss: 0.0311387 | val_loss: 0.0311645 | Time: 3097.03 ms [2020-12-06 02:13:15 main:581] : INFO : Epoch 564 | loss: 0.0311721 | val_loss: 0.0311759 | Time: 3143.96 ms [2020-12-06 02:13:18 main:581] : INFO : Epoch 565 | loss: 0.0311621 | val_loss: 0.0311685 | Time: 3037.05 ms [2020-12-06 02:13:21 main:581] : INFO : Epoch 566 | loss: 0.0311553 | val_loss: 0.0311657 | Time: 3035.74 ms [2020-12-06 02:13:24 main:581] : INFO : Epoch 567 | loss: 0.0311532 | val_loss: 0.0311664 | Time: 3075.37 ms [2020-12-06 02:13:27 main:581] : INFO : Epoch 568 | loss: 0.0311522 | val_loss: 0.031164 | Time: 3095.39 ms [2020-12-06 02:13:30 main:581] : INFO : Epoch 569 | loss: 0.0311485 | val_loss: 0.0311671 | Time: 3095.57 ms [2020-12-06 02:13:33 main:581] : INFO : Epoch 570 | loss: 0.0311494 | val_loss: 0.0311641 | Time: 3034.57 ms [2020-12-06 02:13:36 main:581] : INFO : Epoch 571 | loss: 0.0311481 | val_loss: 0.0311684 | Time: 3059.98 ms [2020-12-06 02:13:39 main:581] : INFO : Epoch 572 | loss: 0.031148 | val_loss: 0.0311695 | Time: 3087.98 ms [2020-12-06 02:13:43 main:581] : INFO : Epoch 573 | loss: 0.0311481 | val_loss: 0.0311661 | Time: 3109.61 ms [2020-12-06 02:13:46 main:581] : INFO : Epoch 574 | loss: 0.0311438 | val_loss: 0.0311657 | Time: 3043.1 ms [2020-12-06 02:13:49 main:581] : INFO : Epoch 575 | loss: 0.0311424 | val_loss: 0.0311658 | Time: 3052.28 ms [2020-12-06 02:13:52 main:581] : INFO : Epoch 576 | loss: 0.0311415 | val_loss: 0.0311651 | Time: 3061.39 ms [2020-12-06 02:13:55 main:581] : INFO : Epoch 577 | loss: 0.0311406 | val_loss: 0.0311637 | Time: 3114.06 ms [2020-12-06 02:13:58 main:581] : INFO : Epoch 578 | loss: 0.031141 | val_loss: 0.0311668 | Time: 3071.95 ms [2020-12-06 02:14:01 main:581] : INFO : Epoch 579 | loss: 0.0311413 | val_loss: 0.0311653 | Time: 3034.72 ms [2020-12-06 02:14:04 main:581] : INFO : Epoch 580 | loss: 0.0311385 | val_loss: 0.0311668 | Time: 3093.97 ms [2020-12-06 02:14:07 main:581] : INFO : Epoch 581 | loss: 0.0311395 | val_loss: 0.0311653 | Time: 3054.14 ms [2020-12-06 02:14:10 main:581] : INFO : Epoch 582 | loss: 0.0311399 | val_loss: 0.0311667 | Time: 3103.38 ms [2020-12-06 02:14:13 main:581] : INFO : Epoch 583 | loss: 0.0311381 | val_loss: 0.0311652 | Time: 3043.17 ms [2020-12-06 02:14:16 main:581] : INFO : Epoch 584 | loss: 0.0311362 | val_loss: 0.0311662 | Time: 3067.92 ms [2020-12-06 02:14:19 main:581] : INFO : Epoch 585 | loss: 0.0311372 | val_loss: 0.0311674 | Time: 3113.8 ms [2020-12-06 02:14:23 main:581] : INFO : Epoch 586 | loss: 0.0311388 | val_loss: 0.0311686 | Time: 3049.09 ms [2020-12-06 02:14:26 main:581] : INFO : Epoch 587 | loss: 0.0311391 | val_loss: 0.0311729 | Time: 3061.87 ms [2020-12-06 02:14:29 main:581] : INFO : Epoch 588 | loss: 0.0311385 | val_loss: 0.0311671 | Time: 3038.82 ms [2020-12-06 02:14:32 main:581] : INFO : Epoch 589 | loss: 0.0311364 | val_loss: 0.0311686 | Time: 3088.17 ms [2020-12-06 02:14:35 main:581] : INFO : Epoch 590 | loss: 0.0311342 | val_loss: 0.0311667 | Time: 3112.94 ms [2020-12-06 02:14:38 main:581] : INFO : Epoch 591 | loss: 0.0311359 | val_loss: 0.0311658 | Time: 3039.29 ms [2020-12-06 02:14:41 main:581] : INFO : Epoch 592 | loss: 0.0311402 | val_loss: 0.0311635 | Time: 3060.73 ms [2020-12-06 02:14:44 main:581] : INFO : Epoch 593 | loss: 0.0311417 | val_loss: 0.0311665 | Time: 3050.62 ms [2020-12-06 02:14:47 main:581] : INFO : Epoch 594 | loss: 0.0311405 | val_loss: 0.0311671 | Time: 3098.35 ms [2020-12-06 02:14:50 main:581] : INFO : Epoch 595 | loss: 0.0311404 | val_loss: 0.0311649 | Time: 3079.23 ms [2020-12-06 02:14:53 main:581] : INFO : Epoch 596 | loss: 0.0311362 | val_loss: 0.0311648 | Time: 3037.53 ms [2020-12-06 02:14:56 main:581] : INFO : Epoch 597 | loss: 0.0311349 | val_loss: 0.0311652 | Time: 3073.55 ms [2020-12-06 02:14:59 main:581] : INFO : Epoch 598 | loss: 0.0311364 | val_loss: 0.0311678 | Time: 3068.28 ms [2020-12-06 02:15:02 main:581] : INFO : Epoch 599 | loss: 0.0311361 | val_loss: 0.0311675 | Time: 3085.1 ms [2020-12-06 02:15:05 main:581] : INFO : Epoch 600 | loss: 0.0311348 | val_loss: 0.0311691 | Time: 3058.28 ms [2020-12-06 02:15:09 main:581] : INFO : Epoch 601 | loss: 0.0311344 | val_loss: 0.0311672 | Time: 3054.08 ms [2020-12-06 02:15:12 main:581] : INFO : Epoch 602 | loss: 0.031136 | val_loss: 0.0311663 | Time: 3073.2 ms [2020-12-06 02:15:15 main:581] : INFO : Epoch 603 | loss: 0.0311358 | val_loss: 0.0311657 | Time: 3072.17 ms [2020-12-06 02:15:18 main:581] : INFO : Epoch 604 | loss: 0.0311341 | val_loss: 0.0311665 | Time: 3050.71 ms [2020-12-06 02:15:21 main:581] : INFO : Epoch 605 | loss: 0.0311345 | val_loss: 0.0311645 | Time: 3067.5 ms [2020-12-06 02:15:24 main:581] : INFO : Epoch 606 | loss: 0.0311333 | val_loss: 0.0311701 | Time: 3093.02 ms [2020-12-06 02:15:27 main:581] : INFO : Epoch 607 | loss: 0.0311338 | val_loss: 0.0311675 | Time: 3052.18 ms [2020-12-06 02:15:30 main:581] : INFO : Epoch 608 | loss: 0.0311313 | val_loss: 0.031163 | Time: 3046.13 ms [2020-12-06 02:15:33 main:581] : INFO : Epoch 609 | loss: 0.0311292 | val_loss: 0.0311654 | Time: 3039.05 ms [2020-12-06 02:15:36 main:581] : INFO : Epoch 610 | loss: 0.0311318 | val_loss: 0.0311689 | Time: 3131.75 ms [2020-12-06 02:15:39 main:581] : INFO : Epoch 611 | loss: 0.0311339 | val_loss: 0.0311654 | Time: 3101.49 ms [2020-12-06 02:15:42 main:581] : INFO : Epoch 612 | loss: 0.0311378 | val_loss: 0.0311669 | Time: 3045.51 ms [2020-12-06 02:15:45 main:581] : INFO : Epoch 613 | loss: 0.0311367 | val_loss: 0.0311638 | Time: 3039.01 ms [2020-12-06 02:15:48 main:581] : INFO : Epoch 614 | loss: 0.0311383 | val_loss: 0.0311648 | Time: 3060.03 ms [2020-12-06 02:15:52 main:581] : INFO : Epoch 615 | loss: 0.0311363 | val_loss: 0.0311646 | Time: 3144.72 ms [2020-12-06 02:15:55 main:581] : INFO : Epoch 616 | loss: 0.0311393 | val_loss: 0.0311616 | Time: 3077.67 ms [2020-12-06 02:15:58 main:581] : INFO : Epoch 617 | loss: 0.0311371 | val_loss: 0.0311615 | Time: 3031.89 ms [2020-12-06 02:16:01 main:581] : INFO : Epoch 618 | loss: 0.0311364 | val_loss: 0.0311621 | Time: 3042.55 ms [2020-12-06 02:16:04 main:581] : INFO : Epoch 619 | loss: 0.0311347 | val_loss: 0.0311671 | Time: 3050.38 ms [2020-12-06 02:16:07 main:581] : INFO : Epoch 620 | loss: 0.0311379 | val_loss: 0.0311782 | Time: 3086.09 ms [2020-12-06 02:16:10 main:581] : INFO : Epoch 621 | loss: 0.0311373 | val_loss: 0.0311655 | Time: 3048.17 ms [2020-12-06 02:16:13 main:581] : INFO : Epoch 622 | loss: 0.0311613 | val_loss: 0.0311758 | Time: 3041.95 ms [2020-12-06 02:16:16 main:581] : INFO : Epoch 623 | loss: 0.0311704 | val_loss: 0.0311752 | Time: 3071.08 ms [2020-12-06 02:16:19 main:581] : INFO : Epoch 624 | loss: 0.0311662 | val_loss: 0.0311718 | Time: 3108.98 ms [2020-12-06 02:16:22 main:581] : INFO : Epoch 625 | loss: 0.0311621 | val_loss: 0.0311667 | Time: 3061.31 ms [2020-12-06 02:16:25 main:581] : INFO : Epoch 626 | loss: 0.0311591 | val_loss: 0.0311652 | Time: 3039.86 ms [2020-12-06 02:16:28 main:581] : INFO : Epoch 627 | loss: 0.0311558 | val_loss: 0.0311651 | Time: 3064.73 ms [2020-12-06 02:16:31 main:581] : INFO : Epoch 628 | loss: 0.0311558 | val_loss: 0.0311641 | Time: 3098.35 ms [2020-12-06 02:16:34 main:581] : INFO : Epoch 629 | loss: 0.0311538 | val_loss: 0.0311631 | Time: 3111.72 ms [2020-12-06 02:16:38 main:581] : INFO : Epoch 630 | loss: 0.0311523 | val_loss: 0.0311635 | Time: 3041.56 ms [2020-12-06 02:16:41 main:581] : INFO : Epoch 631 | loss: 0.0311514 | val_loss: 0.0311631 | Time: 3065.58 ms [2020-12-06 02:16:44 main:581] : INFO : Epoch 632 | loss: 0.0311535 | val_loss: 0.0311629 | Time: 3054.59 ms [2020-12-06 02:16:47 main:581] : INFO : Epoch 633 | loss: 0.0311495 | val_loss: 0.0311643 | Time: 3108.6 ms [2020-12-06 02:16:50 main:581] : INFO : Epoch 634 | loss: 0.0311489 | val_loss: 0.0311632 | Time: 3060.89 ms [2020-12-06 02:16:53 main:581] : INFO : Epoch 635 | loss: 0.0311496 | val_loss: 0.0311631 | Time: 3037.64 ms [2020-12-06 02:16:56 main:581] : INFO : Epoch 636 | loss: 0.0311492 | val_loss: 0.031167 | Time: 3094.48 ms [2020-12-06 02:16:59 main:581] : INFO : Epoch 637 | loss: 0.031146 | val_loss: 0.0311613 | Time: 3049.38 ms [2020-12-06 02:17:02 main:581] : INFO : Epoch 638 | loss: 0.0311453 | val_loss: 0.0311609 | Time: 3081.46 ms [2020-12-06 02:17:05 main:581] : INFO : Epoch 639 | loss: 0.0311443 | val_loss: 0.0311614 | Time: 3051.25 ms [2020-12-06 02:17:08 main:581] : INFO : Epoch 640 | loss: 0.0311435 | val_loss: 0.0311596 | Time: 3084.79 ms [2020-12-06 02:17:11 main:581] : INFO : Epoch 641 | loss: 0.0311434 | val_loss: 0.0311608 | Time: 3089.76 ms [2020-12-06 02:17:14 main:581] : INFO : Epoch 642 | loss: 0.0311442 | val_loss: 0.0311624 | Time: 3049.7 ms [2020-12-06 02:17:17 main:581] : INFO : Epoch 643 | loss: 0.0311422 | val_loss: 0.0311619 | Time: 3065.99 ms [2020-12-06 02:17:20 main:581] : INFO : Epoch 644 | loss: 0.0311436 | val_loss: 0.0311605 | Time: 3051.02 ms [2020-12-06 02:17:24 main:581] : INFO : Epoch 645 | loss: 0.0311445 | val_loss: 0.0311684 | Time: 3098.12 ms [2020-12-06 02:17:27 main:581] : INFO : Epoch 646 | loss: 0.0311427 | val_loss: 0.0311613 | Time: 3064.31 ms [2020-12-06 02:17:30 main:581] : INFO : Epoch 647 | loss: 0.0311419 | val_loss: 0.0311603 | Time: 3034.52 ms [2020-12-06 02:17:33 main:581] : INFO : Epoch 648 | loss: 0.0311415 | val_loss: 0.031164 | Time: 3078.76 ms [2020-12-06 02:17:36 main:581] : INFO : Epoch 649 | loss: 0.0311434 | val_loss: 0.031162 | Time: 3074.74 ms [2020-12-06 02:17:39 main:581] : INFO : Epoch 650 | loss: 0.0311419 | val_loss: 0.0311652 | Time: 3086.38 ms [2020-12-06 02:17:42 main:581] : INFO : Epoch 651 | loss: 0.0311418 | val_loss: 0.0311629 | Time: 3052.88 ms [2020-12-06 02:17:45 main:581] : INFO : Epoch 652 | loss: 0.0311388 | val_loss: 0.0311621 | Time: 3036.93 ms [2020-12-06 02:17:48 main:581] : INFO : Epoch 653 | loss: 0.0311395 | val_loss: 0.0311627 | Time: 3092.3 ms [2020-12-06 02:17:51 main:581] : INFO : Epoch 654 | loss: 0.0311404 | val_loss: 0.0311612 | Time: 3068.68 ms [2020-12-06 02:17:54 main:581] : INFO : Epoch 655 | loss: 0.0311392 | val_loss: 0.0311655 | Time: 3052.87 ms [2020-12-06 02:17:57 main:581] : INFO : Epoch 656 | loss: 0.0311379 | val_loss: 0.031162 | Time: 3057.02 ms [2020-12-06 02:18:00 main:581] : INFO : Epoch 657 | loss: 0.031138 | val_loss: 0.0311621 | Time: 3086.87 ms [2020-12-06 02:18:03 main:581] : INFO : Epoch 658 | loss: 0.0311377 | val_loss: 0.0311632 | Time: 3068.16 ms [2020-12-06 02:18:06 main:581] : INFO : Epoch 659 | loss: 0.0311412 | val_loss: 0.0311731 | Time: 3065.75 ms [2020-12-06 02:18:10 main:581] : INFO : Epoch 660 | loss: 0.0311396 | val_loss: 0.0311659 | Time: 3040.24 ms [2020-12-06 02:18:13 main:581] : INFO : Epoch 661 | loss: 0.0311381 | val_loss: 0.0311649 | Time: 3096.35 ms [2020-12-06 02:18:16 main:581] : INFO : Epoch 662 | loss: 0.031138 | val_loss: 0.0311624 | Time: 3102.6 ms [2020-12-06 02:18:19 main:581] : INFO : Epoch 663 | loss: 0.031137 | val_loss: 0.0311668 | Time: 3054.2 ms [2020-12-06 02:18:22 main:581] : INFO : Epoch 664 | loss: 0.0311371 | val_loss: 0.0311665 | Time: 3036.59 ms [2020-12-06 02:18:25 main:581] : INFO : Epoch 665 | loss: 0.0311377 | val_loss: 0.031164 | Time: 3048.6 ms [2020-12-06 02:18:28 main:581] : INFO : Epoch 666 | loss: 0.0311363 | val_loss: 0.0311626 | Time: 3141.74 ms [2020-12-06 02:18:31 main:581] : INFO : Epoch 667 | loss: 0.0311354 | val_loss: 0.0311647 | Time: 3083.61 ms [2020-12-06 02:18:34 main:581] : INFO : Epoch 668 | loss: 0.0311364 | val_loss: 0.0311649 | Time: 3042.96 ms [2020-12-06 02:18:37 main:581] : INFO : Epoch 669 | loss: 0.0311394 | val_loss: 0.031164 | Time: 3046.35 ms [2020-12-06 02:18:40 main:581] : INFO : Epoch 670 | loss: 0.0311363 | val_loss: 0.0311666 | Time: 3079.21 ms [2020-12-06 02:18:43 main:581] : INFO : Epoch 671 | loss: 0.0311359 | val_loss: 0.0311682 | Time: 3140.18 ms [2020-12-06 02:18:46 main:581] : INFO : Epoch 672 | loss: 0.0311365 | val_loss: 0.031168 | Time: 3055.58 ms [2020-12-06 02:18:50 main:581] : INFO : Epoch 673 | loss: 0.0311381 | val_loss: 0.0311634 | Time: 3035.67 ms [2020-12-06 02:18:53 main:581] : INFO : Epoch 674 | loss: 0.0311375 | val_loss: 0.0311686 | Time: 3065.3 ms [2020-12-06 02:18:56 main:581] : INFO : Epoch 675 | loss: 0.0311382 | val_loss: 0.0311648 | Time: 3082.63 ms [2020-12-06 02:18:59 main:581] : INFO : Epoch 676 | loss: 0.0311356 | val_loss: 0.0311676 | Time: 3115.91 ms [2020-12-06 02:19:02 main:581] : INFO : Epoch 677 | loss: 0.0311359 | val_loss: 0.0311617 | Time: 3037.09 ms [2020-12-06 02:19:05 main:581] : INFO : Epoch 678 | loss: 0.0311372 | val_loss: 0.0311707 | Time: 3055.85 ms [2020-12-06 02:19:08 main:581] : INFO : Epoch 679 | loss: 0.0311418 | val_loss: 0.0311693 | Time: 3061.44 ms [2020-12-06 02:19:11 main:581] : INFO : Epoch 680 | loss: 0.0311429 | val_loss: 0.0311671 | Time: 3115.44 ms [2020-12-06 02:19:14 main:581] : INFO : Epoch 681 | loss: 0.0311425 | val_loss: 0.0311627 | Time: 3045.89 ms [2020-12-06 02:19:17 main:581] : INFO : Epoch 682 | loss: 0.031138 | val_loss: 0.0311668 | Time: 3045.48 ms [2020-12-06 02:19:20 main:581] : INFO : Epoch 683 | loss: 0.0311367 | val_loss: 0.0311691 | Time: 3076.93 ms [2020-12-06 02:19:23 main:581] : INFO : Epoch 684 | loss: 0.0311349 | val_loss: 0.0311669 | Time: 3072.02 ms [2020-12-06 02:19:26 main:581] : INFO : Epoch 685 | loss: 0.0311351 | val_loss: 0.031168 | Time: 3094.65 ms [2020-12-06 02:19:29 main:581] : INFO : Epoch 686 | loss: 0.0311363 | val_loss: 0.031167 | Time: 3036.11 ms [2020-12-06 02:19:32 main:581] : INFO : Epoch 687 | loss: 0.0311351 | val_loss: 0.0311732 | Time: 3058.59 ms [2020-12-06 02:19:36 main:581] : INFO : Epoch 688 | loss: 0.0311367 | val_loss: 0.0311698 | Time: 3100.9 ms [2020-12-06 02:19:39 main:581] : INFO : Epoch 689 | loss: 0.0311348 | val_loss: 0.0311682 | Time: 3062.76 ms [2020-12-06 02:19:42 main:581] : INFO : Epoch 690 | loss: 0.0311356 | val_loss: 0.0311689 | Time: 3074.86 ms [2020-12-06 02:19:45 main:581] : INFO : Epoch 691 | loss: 0.0311357 | val_loss: 0.03117 | Time: 3043.21 ms [2020-12-06 02:19:48 main:581] : INFO : Epoch 692 | loss: 0.0311358 | val_loss: 0.0311692 | Time: 3085.96 ms [2020-12-06 02:19:51 main:581] : INFO : Epoch 693 | loss: 0.0311336 | val_loss: 0.03117 | Time: 3055.74 ms [2020-12-06 02:19:54 main:581] : INFO : Epoch 694 | loss: 0.0311333 | val_loss: 0.0311659 | Time: 3078.2 ms [2020-12-06 02:19:57 main:581] : INFO : Epoch 695 | loss: 0.0311348 | val_loss: 0.0311671 | Time: 3060.66 ms [2020-12-06 02:20:00 main:581] : INFO : Epoch 696 | loss: 0.03114 | val_loss: 0.0311641 | Time: 3067.97 ms [2020-12-06 02:20:03 main:581] : INFO : Epoch 697 | loss: 0.0311372 | val_loss: 0.0311638 | Time: 3087.45 ms [2020-12-06 02:20:06 main:581] : INFO : Epoch 698 | loss: 0.0311395 | val_loss: 0.0311661 | Time: 3043.22 ms [2020-12-06 02:20:09 main:581] : INFO : Epoch 699 | loss: 0.0311425 | val_loss: 0.0311638 | Time: 3078.75 ms [2020-12-06 02:20:12 main:581] : INFO : Epoch 700 | loss: 0.0311394 | val_loss: 0.0311667 | Time: 3046.62 ms [2020-12-06 02:20:15 main:581] : INFO : Epoch 701 | loss: 0.0311378 | val_loss: 0.0311744 | Time: 3096.43 ms [2020-12-06 02:20:19 main:581] : INFO : Epoch 702 | loss: 0.0311436 | val_loss: 0.0311824 | Time: 3068.47 ms [2020-12-06 02:20:22 main:581] : INFO : Epoch 703 | loss: 0.0334009 | val_loss: 0.0338456 | Time: 3040.73 ms [2020-12-06 02:20:25 main:581] : INFO : Epoch 704 | loss: 0.0346814 | val_loss: 0.0329289 | Time: 3083.55 ms [2020-12-06 02:20:28 main:581] : INFO : Epoch 705 | loss: 0.0316855 | val_loss: 0.0312928 | Time: 3057.71 ms [2020-12-06 02:20:31 main:581] : INFO : Epoch 706 | loss: 0.0313049 | val_loss: 0.0312687 | Time: 3068.87 ms [2020-12-06 02:20:34 main:581] : INFO : Epoch 707 | loss: 0.0312574 | val_loss: 0.0312499 | Time: 3053.95 ms [2020-12-06 02:20:37 main:581] : INFO : Epoch 708 | loss: 0.031248 | val_loss: 0.0312472 | Time: 3071.58 ms [2020-12-06 02:20:40 main:581] : INFO : Epoch 709 | loss: 0.0312453 | val_loss: 0.0312442 | Time: 3082.82 ms [2020-12-06 02:20:43 main:581] : INFO : Epoch 710 | loss: 0.0312425 | val_loss: 0.0312412 | Time: 3057.65 ms [2020-12-06 02:20:46 main:581] : INFO : Epoch 711 | loss: 0.0312388 | val_loss: 0.0312369 | Time: 3049.11 ms [2020-12-06 02:20:49 main:581] : INFO : Epoch 712 | loss: 0.0312341 | val_loss: 0.0312313 | Time: 3082.62 ms [2020-12-06 02:20:52 main:581] : INFO : Epoch 713 | loss: 0.031227 | val_loss: 0.0312232 | Time: 3096.18 ms [2020-12-06 02:20:55 main:581] : INFO : Epoch 714 | loss: 0.0312183 | val_loss: 0.0312137 | Time: 3048.44 ms [2020-12-06 02:20:58 main:581] : INFO : Epoch 715 | loss: 0.0312082 | val_loss: 0.0312043 | Time: 3053.2 ms [2020-12-06 02:21:01 main:581] : INFO : Epoch 716 | loss: 0.0311998 | val_loss: 0.0311988 | Time: 3040.18 ms [2020-12-06 02:21:05 main:581] : INFO : Epoch 717 | loss: 0.0311959 | val_loss: 0.0311979 | Time: 3099.2 ms [2020-12-06 02:21:08 main:581] : INFO : Epoch 718 | loss: 0.0311924 | val_loss: 0.0311932 | Time: 3129.21 ms [2020-12-06 02:21:11 main:581] : INFO : Epoch 719 | loss: 0.0311908 | val_loss: 0.0311912 | Time: 3036.24 ms [2020-12-06 02:21:14 main:581] : INFO : Epoch 720 | loss: 0.0311904 | val_loss: 0.0311904 | Time: 3044.13 ms [2020-12-06 02:21:17 main:581] : INFO : Epoch 721 | loss: 0.0311873 | val_loss: 0.0311905 | Time: 3043.98 ms [2020-12-06 02:21:20 main:581] : INFO : Epoch 722 | loss: 0.0311865 | val_loss: 0.0311892 | Time: 3133.43 ms [2020-12-06 02:21:23 main:581] : INFO : Epoch 723 | loss: 0.0311859 | val_loss: 0.0311886 | Time: 3103.74 ms [2020-12-06 02:21:26 main:581] : INFO : Epoch 724 | loss: 0.0311873 | val_loss: 0.0311882 | Time: 3034.48 ms [2020-12-06 02:21:29 main:581] : INFO : Epoch 725 | loss: 0.031186 | val_loss: 0.0311895 | Time: 3057.77 ms [2020-12-06 02:21:32 main:581] : INFO : Epoch 726 | loss: 0.0311851 | val_loss: 0.0311886 | Time: 3061.17 ms [2020-12-06 02:21:35 main:581] : INFO : Epoch 727 | loss: 0.0311867 | val_loss: 0.0311888 | Time: 3138.91 ms [2020-12-06 02:21:38 main:581] : INFO : Epoch 728 | loss: 0.0311873 | val_loss: 0.0311908 | Time: 3058.05 ms [2020-12-06 02:21:41 main:581] : INFO : Epoch 729 | loss: 0.0311851 | val_loss: 0.0311896 | Time: 3039.32 ms [2020-12-06 02:21:44 main:581] : INFO : Epoch 730 | loss: 0.0311847 | val_loss: 0.0311863 | Time: 3071.44 ms [2020-12-06 02:21:48 main:581] : INFO : Epoch 731 | loss: 0.0311844 | val_loss: 0.0311858 | Time: 3075.19 ms [2020-12-06 02:21:51 main:581] : INFO : Epoch 732 | loss: 0.0311838 | val_loss: 0.0311851 | Time: 3101.39 ms [2020-12-06 02:21:54 main:581] : INFO : Epoch 733 | loss: 0.0311815 | val_loss: 0.0311857 | Time: 3041.03 ms [2020-12-06 02:21:57 main:581] : INFO : Epoch 734 | loss: 0.0311826 | val_loss: 0.0311879 | Time: 3071.07 ms [2020-12-06 02:22:00 main:581] : INFO : Epoch 735 | loss: 0.0311808 | val_loss: 0.0311855 | Time: 3064.63 ms [2020-12-06 02:22:03 main:581] : INFO : Epoch 736 | loss: 0.0311809 | val_loss: 0.0311854 | Time: 3073.85 ms [2020-12-06 02:22:06 main:581] : INFO : Epoch 737 | loss: 0.0311808 | val_loss: 0.0311857 | Time: 3062.71 ms [2020-12-06 02:22:09 main:581] : INFO : Epoch 738 | loss: 0.0311796 | val_loss: 0.0311834 | Time: 3050.83 ms [2020-12-06 02:22:12 main:581] : INFO : Epoch 739 | loss: 0.03118 | val_loss: 0.031185 | Time: 3100.3 ms [2020-12-06 02:22:15 main:581] : INFO : Epoch 740 | loss: 0.0311794 | val_loss: 0.0311848 | Time: 3061.92 ms [2020-12-06 02:22:18 main:581] : INFO : Epoch 741 | loss: 0.0311793 | val_loss: 0.0311843 | Time: 3063.75 ms [2020-12-06 02:22:21 main:581] : INFO : Epoch 742 | loss: 0.0311795 | val_loss: 0.0311828 | Time: 3045.77 ms [2020-12-06 02:22:24 main:581] : INFO : Epoch 743 | loss: 0.0311809 | val_loss: 0.0311835 | Time: 3080.7 ms [2020-12-06 02:22:27 main:581] : INFO : Epoch 744 | loss: 0.0311804 | val_loss: 0.0311871 | Time: 3085.34 ms [2020-12-06 02:22:31 main:581] : INFO : Epoch 745 | loss: 0.0311811 | val_loss: 0.0311921 | Time: 3066.61 ms [2020-12-06 02:22:34 main:581] : INFO : Epoch 746 | loss: 0.031183 | val_loss: 0.0311916 | Time: 3060.74 ms [2020-12-06 02:22:37 main:581] : INFO : Epoch 747 | loss: 0.0311788 | val_loss: 0.0311824 | Time: 3048.18 ms [2020-12-06 02:22:40 main:581] : INFO : Epoch 748 | loss: 0.0311793 | val_loss: 0.0311867 | Time: 3086.3 ms [2020-12-06 02:22:43 main:581] : INFO : Epoch 749 | loss: 0.0311785 | val_loss: 0.0311814 | Time: 3044.83 ms [2020-12-06 02:22:46 main:581] : INFO : Epoch 750 | loss: 0.0311829 | val_loss: 0.0311813 | Time: 3039.13 ms [2020-12-06 02:22:49 main:581] : INFO : Epoch 751 | loss: 0.0311774 | val_loss: 0.0311832 | Time: 3046.16 ms [2020-12-06 02:22:52 main:581] : INFO : Epoch 752 | loss: 0.0311772 | val_loss: 0.0311814 | Time: 3063.71 ms [2020-12-06 02:22:55 main:581] : INFO : Epoch 753 | loss: 0.0311765 | val_loss: 0.0311821 | Time: 3084.86 ms [2020-12-06 02:22:58 main:581] : INFO : Epoch 754 | loss: 0.0311764 | val_loss: 0.0311809 | Time: 3074.04 ms [2020-12-06 02:23:01 main:581] : INFO : Epoch 755 | loss: 0.0311778 | val_loss: 0.0311872 | Time: 3058.85 ms [2020-12-06 02:23:04 main:581] : INFO : Epoch 756 | loss: 0.0311783 | val_loss: 0.0311831 | Time: 3042.66 ms [2020-12-06 02:23:07 main:581] : INFO : Epoch 757 | loss: 0.0311756 | val_loss: 0.031184 | Time: 3068.02 ms [2020-12-06 02:23:10 main:581] : INFO : Epoch 758 | loss: 0.0311804 | val_loss: 0.0311815 | Time: 3081.08 ms [2020-12-06 02:23:13 main:581] : INFO : Epoch 759 | loss: 0.0311758 | val_loss: 0.0311938 | Time: 3092.25 ms [2020-12-06 02:23:16 main:581] : INFO : Epoch 760 | loss: 0.0311776 | val_loss: 0.031181 | Time: 3053.64 ms [2020-12-06 02:23:20 main:581] : INFO : Epoch 761 | loss: 0.0311751 | val_loss: 0.0311834 | Time: 3047.41 ms [2020-12-06 02:23:23 main:581] : INFO : Epoch 762 | loss: 0.0311746 | val_loss: 0.0311824 | Time: 3072.18 ms [2020-12-06 02:23:26 main:581] : INFO : Epoch 763 | loss: 0.0311769 | val_loss: 0.0311904 | Time: 3065.75 ms [2020-12-06 02:23:29 main:581] : INFO : Epoch 764 | loss: 0.0311797 | val_loss: 0.0311901 | Time: 3089.01 ms [2020-12-06 02:23:32 main:581] : INFO : Epoch 765 | loss: 0.0311769 | val_loss: 0.031182 | Time: 3063.58 ms [2020-12-06 02:23:35 main:581] : INFO : Epoch 766 | loss: 0.0311752 | val_loss: 0.0311805 | Time: 3047.81 ms [2020-12-06 02:23:38 main:581] : INFO : Epoch 767 | loss: 0.0311748 | val_loss: 0.031182 | Time: 3074.64 ms [2020-12-06 02:23:41 main:581] : INFO : Epoch 768 | loss: 0.0311737 | val_loss: 0.0311829 | Time: 3072.15 ms [2020-12-06 02:23:44 main:581] : INFO : Epoch 769 | loss: 0.0311767 | val_loss: 0.031184 | Time: 3080.47 ms [2020-12-06 02:23:47 main:581] : INFO : Epoch 770 | loss: 0.0311745 | val_loss: 0.0311821 | Time: 3052.07 ms [2020-12-06 02:23:50 main:581] : INFO : Epoch 771 | loss: 0.0311731 | val_loss: 0.0311799 | Time: 3072.78 ms [2020-12-06 02:23:53 main:581] : INFO : Epoch 772 | loss: 0.0311728 | val_loss: 0.0311807 | Time: 3072.55 ms [2020-12-06 02:23:56 main:581] : INFO : Epoch 773 | loss: 0.0311758 | val_loss: 0.0311833 | Time: 3070.58 ms [2020-12-06 02:23:59 main:581] : INFO : Epoch 774 | loss: 0.0311727 | val_loss: 0.0311805 | Time: 3063.02 ms [2020-12-06 02:24:02 main:581] : INFO : Epoch 775 | loss: 0.0311738 | val_loss: 0.0311824 | Time: 3049.78 ms [2020-12-06 02:24:06 main:581] : INFO : Epoch 776 | loss: 0.0311742 | val_loss: 0.0311796 | Time: 3063.11 ms [2020-12-06 02:24:09 main:581] : INFO : Epoch 777 | loss: 0.0311723 | val_loss: 0.0311815 | Time: 3099.44 ms [2020-12-06 02:24:12 main:581] : INFO : Epoch 778 | loss: 0.0311718 | val_loss: 0.031182 | Time: 3064.71 ms [2020-12-06 02:24:15 main:581] : INFO : Epoch 779 | loss: 0.0311725 | val_loss: 0.0311824 | Time: 3051.17 ms [2020-12-06 02:24:18 main:581] : INFO : Epoch 780 | loss: 0.0311724 | val_loss: 0.0311819 | Time: 3044.61 ms [2020-12-06 02:24:21 main:581] : INFO : Epoch 781 | loss: 0.0311738 | val_loss: 0.03118 | Time: 3087.97 ms [2020-12-06 02:24:24 main:581] : INFO : Epoch 782 | loss: 0.0311721 | val_loss: 0.0311795 | Time: 3080.18 ms [2020-12-06 02:24:27 main:581] : INFO : Epoch 783 | loss: 0.0311726 | val_loss: 0.0311833 | Time: 3067.38 ms [2020-12-06 02:24:30 main:581] : INFO : Epoch 784 | loss: 0.031176 | val_loss: 0.0311833 | Time: 3041.95 ms [2020-12-06 02:24:33 main:581] : INFO : Epoch 785 | loss: 0.0311734 | val_loss: 0.0311829 | Time: 3062.52 ms [2020-12-06 02:24:36 main:581] : INFO : Epoch 786 | loss: 0.0311746 | val_loss: 0.0311784 | Time: 3088.69 ms [2020-12-06 02:24:39 main:581] : INFO : Epoch 787 | loss: 0.0311708 | val_loss: 0.0311817 | Time: 3077.02 ms [2020-12-06 02:24:42 main:581] : INFO : Epoch 788 | loss: 0.0311704 | val_loss: 0.0311783 | Time: 3053.79 ms [2020-12-06 02:24:45 main:581] : INFO : Epoch 789 | loss: 0.0311697 | val_loss: 0.0311788 | Time: 3071.25 ms [2020-12-06 02:24:49 main:581] : INFO : Epoch 790 | loss: 0.0311696 | val_loss: 0.0311788 | Time: 3080.49 ms [2020-12-06 02:24:52 main:581] : INFO : Epoch 791 | loss: 0.0311699 | val_loss: 0.0311788 | Time: 3067.31 ms [2020-12-06 02:24:55 main:581] : INFO : Epoch 792 | loss: 0.0311703 | val_loss: 0.0311788 | Time: 3062.41 ms [2020-12-06 02:24:58 main:581] : INFO : Epoch 793 | loss: 0.0311693 | val_loss: 0.0311836 | Time: 3042.91 ms [2020-12-06 02:25:01 main:581] : INFO : Epoch 794 | loss: 0.0311707 | val_loss: 0.0311777 | Time: 3097.07 ms [2020-12-06 02:25:04 main:581] : INFO : Epoch 795 | loss: 0.0311691 | val_loss: 0.0311794 | Time: 3079.95 ms [2020-12-06 02:25:07 main:581] : INFO : Epoch 796 | loss: 0.0311702 | val_loss: 0.0311796 | Time: 3053.68 ms [2020-12-06 02:25:10 main:581] : INFO : Epoch 797 | loss: 0.031168 | val_loss: 0.0311818 | Time: 3049.75 ms [2020-12-06 02:25:13 main:581] : INFO : Epoch 798 | loss: 0.0311713 | val_loss: 0.0311812 | Time: 3055.49 ms [2020-12-06 02:25:16 main:581] : INFO : Epoch 799 | loss: 0.0311685 | val_loss: 0.0311775 | Time: 3119.27 ms [2020-12-06 02:25:19 main:581] : INFO : Epoch 800 | loss: 0.0311688 | val_loss: 0.0311812 | Time: 3071.48 ms [2020-12-06 02:25:22 main:581] : INFO : Epoch 801 | loss: 0.0311713 | val_loss: 0.0311765 | Time: 3061.95 ms [2020-12-06 02:25:25 main:581] : INFO : Epoch 802 | loss: 0.0311696 | val_loss: 0.0311785 | Time: 3035.98 ms [2020-12-06 02:25:28 main:581] : INFO : Epoch 803 | loss: 0.0311695 | val_loss: 0.0311774 | Time: 3082.14 ms [2020-12-06 02:25:31 main:581] : INFO : Epoch 804 | loss: 0.0311683 | val_loss: 0.0311764 | Time: 3099.27 ms [2020-12-06 02:25:35 main:581] : INFO : Epoch 805 | loss: 0.0311715 | val_loss: 0.0311766 | Time: 3064.47 ms [2020-12-06 02:25:38 main:581] : INFO : Epoch 806 | loss: 0.0311698 | val_loss: 0.0311756 | Time: 3055.64 ms [2020-12-06 02:25:41 main:581] : INFO : Epoch 807 | loss: 0.0311673 | val_loss: 0.0311783 | Time: 3044.98 ms [2020-12-06 02:25:44 main:581] : INFO : Epoch 808 | loss: 0.0311671 | val_loss: 0.0311755 | Time: 3079.78 ms [2020-12-06 02:25:47 main:581] : INFO : Epoch 809 | loss: 0.031168 | val_loss: 0.0311866 | Time: 3086.48 ms [2020-12-06 02:25:50 main:581] : INFO : Epoch 810 | loss: 0.031169 | val_loss: 0.0311826 | Time: 3068.85 ms [2020-12-06 02:25:53 main:581] : INFO : Epoch 811 | loss: 0.0311691 | val_loss: 0.0311769 | Time: 3055.56 ms [2020-12-06 02:25:56 main:581] : INFO : Epoch 812 | loss: 0.0311729 | val_loss: 0.0311796 | Time: 3050.33 ms [2020-12-06 02:25:59 main:581] : INFO : Epoch 813 | loss: 0.0311757 | val_loss: 0.0311857 | Time: 3074.56 ms [2020-12-06 02:26:02 main:581] : INFO : Epoch 814 | loss: 0.031171 | val_loss: 0.0311756 | Time: 3074.36 ms [2020-12-06 02:26:05 main:581] : INFO : Epoch 815 | loss: 0.031168 | val_loss: 0.0311793 | Time: 3066.16 ms [2020-12-06 02:26:08 main:581] : INFO : Epoch 816 | loss: 0.0311676 | val_loss: 0.0311748 | Time: 3050.47 ms [2020-12-06 02:26:11 main:581] : INFO : Epoch 817 | loss: 0.0311713 | val_loss: 0.0311844 | Time: 3057.19 ms [2020-12-06 02:26:14 main:581] : INFO : Epoch 818 | loss: 0.0311697 | val_loss: 0.0311755 | Time: 3066.29 ms [2020-12-06 02:26:17 main:581] : INFO : Epoch 819 | loss: 0.0311662 | val_loss: 0.0311751 | Time: 3097.14 ms [2020-12-06 02:26:21 main:581] : INFO : Epoch 820 | loss: 0.0311663 | val_loss: 0.0311764 | Time: 3053.31 ms [2020-12-06 02:26:24 main:581] : INFO : Epoch 821 | loss: 0.0311677 | val_loss: 0.0311798 | Time: 3061.94 ms [2020-12-06 02:26:27 main:581] : INFO : Epoch 822 | loss: 0.0311669 | val_loss: 0.031175 | Time: 3056.27 ms [2020-12-06 02:26:30 main:581] : INFO : Epoch 823 | loss: 0.0311656 | val_loss: 0.0311753 | Time: 3065.77 ms [2020-12-06 02:26:33 main:581] : INFO : Epoch 824 | loss: 0.0311664 | val_loss: 0.0311811 | Time: 3080.33 ms [2020-12-06 02:26:36 main:581] : INFO : Epoch 825 | loss: 0.0311669 | val_loss: 0.0311746 | Time: 3055.82 ms [2020-12-06 02:26:39 main:581] : INFO : Epoch 826 | loss: 0.0311658 | val_loss: 0.0311771 | Time: 3060.19 ms [2020-12-06 02:26:42 main:581] : INFO : Epoch 827 | loss: 0.0311662 | val_loss: 0.0311747 | Time: 3065.54 ms [2020-12-06 02:26:45 main:581] : INFO : Epoch 828 | loss: 0.0311659 | val_loss: 0.031175 | Time: 3072.75 ms [2020-12-06 02:26:48 main:581] : INFO : Epoch 829 | loss: 0.0311675 | val_loss: 0.031178 | Time: 3065.16 ms [2020-12-06 02:26:51 main:581] : INFO : Epoch 830 | loss: 0.0311691 | val_loss: 0.0311873 | Time: 3057.66 ms [2020-12-06 02:26:54 main:581] : INFO : Epoch 831 | loss: 0.0311694 | val_loss: 0.0311748 | Time: 3065.25 ms [2020-12-06 02:26:57 main:581] : INFO : Epoch 832 | loss: 0.0311648 | val_loss: 0.0311745 | Time: 3060.34 ms [2020-12-06 02:27:00 main:581] : INFO : Epoch 833 | loss: 0.0311644 | val_loss: 0.0311748 | Time: 3072.58 ms [2020-12-06 02:27:03 main:581] : INFO : Epoch 834 | loss: 0.0311645 | val_loss: 0.0311742 | Time: 3059.05 ms [2020-12-06 02:27:07 main:581] : INFO : Epoch 835 | loss: 0.031165 | val_loss: 0.031176 | Time: 3067.99 ms [2020-12-06 02:27:10 main:581] : INFO : Epoch 836 | loss: 0.0311652 | val_loss: 0.0311757 | Time: 3055.26 ms [2020-12-06 02:27:13 main:581] : INFO : Epoch 837 | loss: 0.0311663 | val_loss: 0.0311768 | Time: 3099.69 ms [2020-12-06 02:27:16 main:581] : INFO : Epoch 838 | loss: 0.0311655 | val_loss: 0.0311739 | Time: 3044.86 ms [2020-12-06 02:27:19 main:581] : INFO : Epoch 839 | loss: 0.0311656 | val_loss: 0.0311743 | Time: 3070.89 ms [2020-12-06 02:27:22 main:581] : INFO : Epoch 840 | loss: 0.0311671 | val_loss: 0.0311745 | Time: 3067.1 ms [2020-12-06 02:27:25 main:581] : INFO : Epoch 841 | loss: 0.031165 | val_loss: 0.0311746 | Time: 3058.35 ms [2020-12-06 02:27:28 main:581] : INFO : Epoch 842 | loss: 0.0311655 | val_loss: 0.0311744 | Time: 3081.76 ms [2020-12-06 02:27:31 main:581] : INFO : Epoch 843 | loss: 0.0311635 | val_loss: 0.0311741 | Time: 3044.05 ms [2020-12-06 02:27:34 main:581] : INFO : Epoch 844 | loss: 0.0311631 | val_loss: 0.0311748 | Time: 3048.84 ms [2020-12-06 02:27:37 main:581] : INFO : Epoch 845 | loss: 0.0311633 | val_loss: 0.0311743 | Time: 3078.87 ms [2020-12-06 02:27:40 main:581] : INFO : Epoch 846 | loss: 0.0311634 | val_loss: 0.0311827 | Time: 3081.19 ms [2020-12-06 02:27:43 main:581] : INFO : Epoch 847 | loss: 0.0311641 | val_loss: 0.0311741 | Time: 3063.64 ms [2020-12-06 02:27:46 main:581] : INFO : Epoch 848 | loss: 0.0311632 | val_loss: 0.0311763 | Time: 3044.13 ms [2020-12-06 02:27:49 main:581] : INFO : Epoch 849 | loss: 0.0311636 | val_loss: 0.031177 | Time: 3069.76 ms [2020-12-06 02:27:53 main:581] : INFO : Epoch 850 | loss: 0.0311633 | val_loss: 0.0311757 | Time: 3081.95 ms [2020-12-06 02:27:56 main:581] : INFO : Epoch 851 | loss: 0.0311639 | val_loss: 0.0311735 | Time: 3070.05 ms [2020-12-06 02:27:59 main:581] : INFO : Epoch 852 | loss: 0.0311665 | val_loss: 0.031174 | Time: 3065.9 ms [2020-12-06 02:28:02 main:581] : INFO : Epoch 853 | loss: 0.031166 | val_loss: 0.0311753 | Time: 3042.98 ms [2020-12-06 02:28:05 main:581] : INFO : Epoch 854 | loss: 0.0311647 | val_loss: 0.0311737 | Time: 3076.89 ms [2020-12-06 02:28:08 main:581] : INFO : Epoch 855 | loss: 0.0311642 | val_loss: 0.0311746 | Time: 3092.47 ms [2020-12-06 02:28:11 main:581] : INFO : Epoch 856 | loss: 0.0311659 | val_loss: 0.0311777 | Time: 3058.25 ms [2020-12-06 02:28:14 main:581] : INFO : Epoch 857 | loss: 0.0311637 | val_loss: 0.0311775 | Time: 3057.77 ms [2020-12-06 02:28:17 main:581] : INFO : Epoch 858 | loss: 0.0311624 | val_loss: 0.0311732 | Time: 3053.57 ms [2020-12-06 02:28:20 main:581] : INFO : Epoch 859 | loss: 0.031163 | val_loss: 0.0311739 | Time: 3077.94 ms [2020-12-06 02:28:23 main:581] : INFO : Epoch 860 | loss: 0.0311626 | val_loss: 0.0311754 | Time: 3096.47 ms [2020-12-06 02:28:26 main:581] : INFO : Epoch 861 | loss: 0.0311628 | val_loss: 0.0311728 | Time: 3060.26 ms [2020-12-06 02:28:29 main:581] : INFO : Epoch 862 | loss: 0.0311624 | val_loss: 0.0311754 | Time: 3042.52 ms [2020-12-06 02:28:32 main:581] : INFO : Epoch 863 | loss: 0.0311617 | val_loss: 0.0311757 | Time: 3047.3 ms [2020-12-06 02:28:35 main:581] : INFO : Epoch 864 | loss: 0.0311629 | val_loss: 0.0311733 | Time: 3095.64 ms [2020-12-06 02:28:39 main:581] : INFO : Epoch 865 | loss: 0.031162 | val_loss: 0.0311734 | Time: 3095.61 ms [2020-12-06 02:28:42 main:581] : INFO : Epoch 866 | loss: 0.0311619 | val_loss: 0.031176 | Time: 3058.9 ms [2020-12-06 02:28:45 main:581] : INFO : Epoch 867 | loss: 0.0311623 | val_loss: 0.0311746 | Time: 3066.67 ms [2020-12-06 02:28:48 main:581] : INFO : Epoch 868 | loss: 0.0311628 | val_loss: 0.0311751 | Time: 3036.3 ms [2020-12-06 02:28:51 main:581] : INFO : Epoch 869 | loss: 0.031161 | val_loss: 0.0311772 | Time: 3098.51 ms [2020-12-06 02:28:54 main:581] : INFO : Epoch 870 | loss: 0.0311614 | val_loss: 0.0311734 | Time: 3083.31 ms [2020-12-06 02:28:57 main:581] : INFO : Epoch 871 | loss: 0.0311648 | val_loss: 0.0311803 | Time: 3049.89 ms [2020-12-06 02:29:00 main:581] : INFO : Epoch 872 | loss: 0.0311659 | val_loss: 0.0311785 | Time: 3072.22 ms [2020-12-06 02:29:03 main:581] : INFO : Epoch 873 | loss: 0.0311689 | val_loss: 0.0311774 | Time: 3043.32 ms [2020-12-06 02:29:06 main:581] : INFO : Epoch 874 | loss: 0.0311623 | val_loss: 0.0311746 | Time: 3095.37 ms [2020-12-06 02:29:09 main:581] : INFO : Epoch 875 | loss: 0.0311648 | val_loss: 0.0311819 | Time: 3064.72 ms [2020-12-06 02:29:12 main:581] : INFO : Epoch 876 | loss: 0.0311648 | val_loss: 0.0311749 | Time: 3058.92 ms [2020-12-06 02:29:15 main:581] : INFO : Epoch 877 | loss: 0.0311636 | val_loss: 0.0311766 | Time: 3089.77 ms [2020-12-06 02:29:18 main:581] : INFO : Epoch 878 | loss: 0.031164 | val_loss: 0.0311756 | Time: 3039 ms [2020-12-06 02:29:22 main:581] : INFO : Epoch 879 | loss: 0.0311615 | val_loss: 0.0311745 | Time: 3089.18 ms [2020-12-06 02:29:25 main:581] : INFO : Epoch 880 | loss: 0.0311614 | val_loss: 0.0311833 | Time: 3045.59 ms [2020-12-06 02:29:28 main:581] : INFO : Epoch 881 | loss: 0.0311649 | val_loss: 0.0311809 | Time: 3063.72 ms [2020-12-06 02:29:31 main:581] : INFO : Epoch 882 | loss: 0.0311668 | val_loss: 0.0311745 | Time: 3109.97 ms [2020-12-06 02:29:34 main:581] : INFO : Epoch 883 | loss: 0.0311615 | val_loss: 0.031177 | Time: 3050.82 ms [2020-12-06 02:29:37 main:581] : INFO : Epoch 884 | loss: 0.0311679 | val_loss: 0.0311734 | Time: 3061.72 ms [2020-12-06 02:29:40 main:581] : INFO : Epoch 885 | loss: 0.0311615 | val_loss: 0.0311735 | Time: 3050.83 ms [2020-12-06 02:29:43 main:581] : INFO : Epoch 886 | loss: 0.0311597 | val_loss: 0.0311735 | Time: 3100.21 ms [2020-12-06 02:29:46 main:581] : INFO : Epoch 887 | loss: 0.0311605 | val_loss: 0.0311752 | Time: 3073.2 ms [2020-12-06 02:29:49 main:581] : INFO : Epoch 888 | loss: 0.0311601 | val_loss: 0.031173 | Time: 3067.11 ms [2020-12-06 02:29:52 main:581] : INFO : Epoch 889 | loss: 0.0311615 | val_loss: 0.0311729 | Time: 3038.93 ms [2020-12-06 02:29:55 main:581] : INFO : Epoch 890 | loss: 0.031161 | val_loss: 0.0311746 | Time: 3074.36 ms [2020-12-06 02:29:58 main:581] : INFO : Epoch 891 | loss: 0.0311592 | val_loss: 0.0311737 | Time: 3065.05 ms [2020-12-06 02:30:01 main:581] : INFO : Epoch 892 | loss: 0.0311601 | val_loss: 0.0311739 | Time: 3070 ms [2020-12-06 02:30:04 main:581] : INFO : Epoch 893 | loss: 0.0311589 | val_loss: 0.031176 | Time: 3085.12 ms [2020-12-06 02:30:07 main:581] : INFO : Epoch 894 | loss: 0.0311596 | val_loss: 0.0311734 | Time: 3035.5 ms [2020-12-06 02:30:11 main:581] : INFO : Epoch 895 | loss: 0.0311598 | val_loss: 0.0311738 | Time: 3094.97 ms [2020-12-06 02:30:14 main:581] : INFO : Epoch 896 | loss: 0.0311596 | val_loss: 0.031174 | Time: 3051.27 ms [2020-12-06 02:30:17 main:581] : INFO : Epoch 897 | loss: 0.0311591 | val_loss: 0.0311751 | Time: 3085.51 ms [2020-12-06 02:30:20 main:581] : INFO : Epoch 898 | loss: 0.0311601 | val_loss: 0.0311732 | Time: 3079.35 ms [2020-12-06 02:30:23 main:581] : INFO : Epoch 899 | loss: 0.0311602 | val_loss: 0.0311764 | Time: 3058.33 ms [2020-12-06 02:30:26 main:581] : INFO : Epoch 900 | loss: 0.0311604 | val_loss: 0.031174 | Time: 3083.53 ms [2020-12-06 02:30:29 main:581] : INFO : Epoch 901 | loss: 0.0311581 | val_loss: 0.0311741 | Time: 3037.68 ms [2020-12-06 02:30:32 main:581] : INFO : Epoch 902 | loss: 0.0311596 | val_loss: 0.0311799 | Time: 3102.23 ms [2020-12-06 02:30:35 main:581] : INFO : Epoch 903 | loss: 0.0311619 | val_loss: 0.0311755 | Time: 3077.38 ms [2020-12-06 02:30:38 main:581] : INFO : Epoch 904 | loss: 0.0311593 | val_loss: 0.0311742 | Time: 3053.68 ms [2020-12-06 02:30:41 main:581] : INFO : Epoch 905 | loss: 0.0311581 | val_loss: 0.0311747 | Time: 3063.89 ms [2020-12-06 02:30:44 main:581] : INFO : Epoch 906 | loss: 0.0311575 | val_loss: 0.0311745 | Time: 3049.04 ms [2020-12-06 02:30:47 main:581] : INFO : Epoch 907 | loss: 0.0311602 | val_loss: 0.0311809 | Time: 3107 ms [2020-12-06 02:30:50 main:581] : INFO : Epoch 908 | loss: 0.0311581 | val_loss: 0.0311747 | Time: 3050.65 ms [2020-12-06 02:30:54 main:581] : INFO : Epoch 909 | loss: 0.0311576 | val_loss: 0.0311751 | Time: 3060.52 ms [2020-12-06 02:30:57 main:581] : INFO : Epoch 910 | loss: 0.0311608 | val_loss: 0.0311743 | Time: 3062.27 ms [2020-12-06 02:31:00 main:581] : INFO : Epoch 911 | loss: 0.0311594 | val_loss: 0.0311776 | Time: 3067.21 ms [2020-12-06 02:31:03 main:581] : INFO : Epoch 912 | loss: 0.0311588 | val_loss: 0.0311741 | Time: 3091.22 ms [2020-12-06 02:31:06 main:581] : INFO : Epoch 913 | loss: 0.0311568 | val_loss: 0.031175 | Time: 3038.47 ms [2020-12-06 02:31:09 main:581] : INFO : Epoch 914 | loss: 0.0311579 | val_loss: 0.0311764 | Time: 3075.57 ms [2020-12-06 02:31:12 main:581] : INFO : Epoch 915 | loss: 0.031158 | val_loss: 0.0311763 | Time: 3066.87 ms [2020-12-06 02:31:15 main:581] : INFO : Epoch 916 | loss: 0.0311568 | val_loss: 0.0311754 | Time: 3092.54 ms [2020-12-06 02:31:18 main:581] : INFO : Epoch 917 | loss: 0.0311582 | val_loss: 0.0311766 | Time: 3058.53 ms [2020-12-06 02:31:21 main:581] : INFO : Epoch 918 | loss: 0.0311579 | val_loss: 0.0311772 | Time: 3042.09 ms [2020-12-06 02:31:24 main:581] : INFO : Epoch 919 | loss: 0.0311581 | val_loss: 0.0311739 | Time: 3072.89 ms [2020-12-06 02:31:27 main:581] : INFO : Epoch 920 | loss: 0.0311568 | val_loss: 0.0311742 | Time: 3088.75 ms [2020-12-06 02:31:30 main:581] : INFO : Epoch 921 | loss: 0.0311563 | val_loss: 0.0311747 | Time: 3065.84 ms [2020-12-06 02:31:33 main:581] : INFO : Epoch 922 | loss: 0.031159 | val_loss: 0.0311772 | Time: 3047.06 ms [2020-12-06 02:31:37 main:581] : INFO : Epoch 923 | loss: 0.0311593 | val_loss: 0.0311747 | Time: 3074.16 ms [2020-12-06 02:31:40 main:581] : INFO : Epoch 924 | loss: 0.0311562 | val_loss: 0.0311776 | Time: 3070.64 ms [2020-12-06 02:31:43 main:581] : INFO : Epoch 925 | loss: 0.0311567 | val_loss: 0.0311749 | Time: 3098.97 ms [2020-12-06 02:31:46 main:581] : INFO : Epoch 926 | loss: 0.0311567 | val_loss: 0.0311738 | Time: 3054.97 ms [2020-12-06 02:31:49 main:581] : INFO : Epoch 927 | loss: 0.0311567 | val_loss: 0.0311743 | Time: 3059.73 ms [2020-12-06 02:31:52 main:581] : INFO : Epoch 928 | loss: 0.0311593 | val_loss: 0.0311794 | Time: 3084.01 ms [2020-12-06 02:31:55 main:581] : INFO : Epoch 929 | loss: 0.0311613 | val_loss: 0.0311782 | Time: 3054.45 ms [2020-12-06 02:31:58 main:581] : INFO : Epoch 930 | loss: 0.0311562 | val_loss: 0.0311758 | Time: 3077.43 ms [2020-12-06 02:32:01 main:581] : INFO : Epoch 931 | loss: 0.0311577 | val_loss: 0.0311796 | Time: 3036.46 ms [2020-12-06 02:32:04 main:581] : INFO : Epoch 932 | loss: 0.0311612 | val_loss: 0.0311825 | Time: 3078.36 ms [2020-12-06 02:32:07 main:581] : INFO : Epoch 933 | loss: 0.0311591 | val_loss: 0.0311733 | Time: 3107.46 ms [2020-12-06 02:32:10 main:581] : INFO : Epoch 934 | loss: 0.0311549 | val_loss: 0.0311744 | Time: 3051.55 ms [2020-12-06 02:32:13 main:581] : INFO : Epoch 935 | loss: 0.0311553 | val_loss: 0.0311745 | Time: 3067.07 ms [2020-12-06 02:32:16 main:581] : INFO : Epoch 936 | loss: 0.0311565 | val_loss: 0.031178 | Time: 3044.1 ms [2020-12-06 02:32:20 main:581] : INFO : Epoch 937 | loss: 0.031155 | val_loss: 0.0311743 | Time: 3121.74 ms [2020-12-06 02:32:23 main:581] : INFO : Epoch 938 | loss: 0.0311551 | val_loss: 0.0311742 | Time: 3079.92 ms [2020-12-06 02:32:26 main:581] : INFO : Epoch 939 | loss: 0.0311544 | val_loss: 0.0311757 | Time: 3060.17 ms [2020-12-06 02:32:29 main:581] : INFO : Epoch 940 | loss: 0.031154 | val_loss: 0.0311745 | Time: 3046.97 ms [2020-12-06 02:32:32 main:581] : INFO : Epoch 941 | loss: 0.0311545 | val_loss: 0.0311809 | Time: 3058.88 ms [2020-12-06 02:32:35 main:581] : INFO : Epoch 942 | loss: 0.0311554 | val_loss: 0.0311774 | Time: 3110.05 ms [2020-12-06 02:32:38 main:581] : INFO : Epoch 943 | loss: 0.0311608 | val_loss: 0.0311749 | Time: 3078.46 ms [2020-12-06 02:32:41 main:581] : INFO : Epoch 944 | loss: 0.0311569 | val_loss: 0.0311802 | Time: 3037.2 ms [2020-12-06 02:32:44 main:581] : INFO : Epoch 945 | loss: 0.0311554 | val_loss: 0.0311751 | Time: 3051.22 ms [2020-12-06 02:32:47 main:581] : INFO : Epoch 946 | loss: 0.0311545 | val_loss: 0.0311741 | Time: 3083.74 ms [2020-12-06 02:32:50 main:581] : INFO : Epoch 947 | loss: 0.031155 | val_loss: 0.0311777 | Time: 3104.66 ms [2020-12-06 02:32:53 main:581] : INFO : Epoch 948 | loss: 0.0311543 | val_loss: 0.0311794 | Time: 3048.92 ms [2020-12-06 02:32:56 main:581] : INFO : Epoch 949 | loss: 0.0311556 | val_loss: 0.0311775 | Time: 3061.37 ms [2020-12-06 02:32:59 main:581] : INFO : Epoch 950 | loss: 0.0311538 | val_loss: 0.0311781 | Time: 3050.93 ms [2020-12-06 02:33:02 main:581] : INFO : Epoch 951 | loss: 0.0311536 | val_loss: 0.0311748 | Time: 3090.73 ms [2020-12-06 02:33:06 main:581] : INFO : Epoch 952 | loss: 0.0311533 | val_loss: 0.0311759 | Time: 3068.34 ms [2020-12-06 02:33:09 main:581] : INFO : Epoch 953 | loss: 0.0311533 | val_loss: 0.0311763 | Time: 3050.61 ms [2020-12-06 02:33:12 main:581] : INFO : Epoch 954 | loss: 0.0311537 | val_loss: 0.0311777 | Time: 3075.72 ms [2020-12-06 02:33:15 main:581] : INFO : Epoch 955 | loss: 0.0311552 | val_loss: 0.0311773 | Time: 3064.62 ms [2020-12-06 02:33:18 main:581] : INFO : Epoch 956 | loss: 0.0311611 | val_loss: 0.0311811 | Time: 3055.39 ms [2020-12-06 02:33:21 main:581] : INFO : Epoch 957 | loss: 0.0311586 | val_loss: 0.0311781 | Time: 3055.12 ms [2020-12-06 02:33:24 main:581] : INFO : Epoch 958 | loss: 0.031157 | val_loss: 0.0311742 | Time: 3076.97 ms [2020-12-06 02:33:27 main:581] : INFO : Epoch 959 | loss: 0.0311544 | val_loss: 0.0311746 | Time: 3062.91 ms [2020-12-06 02:33:30 main:581] : INFO : Epoch 960 | loss: 0.0311538 | val_loss: 0.0311725 | Time: 3083.36 ms [2020-12-06 02:33:33 main:581] : INFO : Epoch 961 | loss: 0.031153 | val_loss: 0.0311767 | Time: 3040.64 ms [2020-12-06 02:33:36 main:581] : INFO : Epoch 962 | loss: 0.0311543 | val_loss: 0.0311766 | Time: 3091.32 ms [2020-12-06 02:33:39 main:581] : INFO : Epoch 963 | loss: 0.0311528 | val_loss: 0.0311731 | Time: 3095.99 ms [2020-12-06 02:33:42 main:581] : INFO : Epoch 964 | loss: 0.0311521 | val_loss: 0.0311752 | Time: 3040.54 ms [2020-12-06 02:33:45 main:581] : INFO : Epoch 965 | loss: 0.0311532 | val_loss: 0.0311768 | Time: 3073.55 ms [2020-12-06 02:33:48 main:581] : INFO : Epoch 966 | loss: 0.0311584 | val_loss: 0.0311839 | Time: 3051.65 ms [2020-12-06 02:33:52 main:581] : INFO : Epoch 967 | loss: 0.0311575 | val_loss: 0.0311736 | Time: 3113.25 ms [2020-12-06 02:33:55 main:581] : INFO : Epoch 968 | loss: 0.0311532 | val_loss: 0.031173 | Time: 3076.23 ms [2020-12-06 02:33:58 main:581] : INFO : Epoch 969 | loss: 0.0311532 | val_loss: 0.0311742 | Time: 3041.9 ms [2020-12-06 02:34:01 main:581] : INFO : Epoch 970 | loss: 0.0311519 | val_loss: 0.0311756 | Time: 3079.41 ms [2020-12-06 02:34:04 main:581] : INFO : Epoch 971 | loss: 0.0311516 | val_loss: 0.0311739 | Time: 3050.91 ms [2020-12-06 02:34:07 main:581] : INFO : Epoch 972 | loss: 0.0311509 | val_loss: 0.0311742 | Time: 3089.45 ms [2020-12-06 02:34:10 main:581] : INFO : Epoch 973 | loss: 0.0311527 | val_loss: 0.0311762 | Time: 3054.61 ms [2020-12-06 02:34:13 main:581] : INFO : Epoch 974 | loss: 0.0311552 | val_loss: 0.0311836 | Time: 3061.9 ms [2020-12-06 02:34:16 main:581] : INFO : Epoch 975 | loss: 0.0311565 | val_loss: 0.0311774 | Time: 3106.31 ms [2020-12-06 02:34:19 main:581] : INFO : Epoch 976 | loss: 0.0311557 | val_loss: 0.0311755 | Time: 3043.79 ms [2020-12-06 02:34:22 main:581] : INFO : Epoch 977 | loss: 0.0311543 | val_loss: 0.0311803 | Time: 3069.17 ms [2020-12-06 02:34:25 main:581] : INFO : Epoch 978 | loss: 0.0311562 | val_loss: 0.0311924 | Time: 3044.13 ms [2020-12-06 02:34:28 main:581] : INFO : Epoch 979 | loss: 0.0311596 | val_loss: 0.0311741 | Time: 3085.52 ms [2020-12-06 02:34:32 main:581] : INFO : Epoch 980 | loss: 0.0311537 | val_loss: 0.0311761 | Time: 3116.42 ms [2020-12-06 02:34:35 main:581] : INFO : Epoch 981 | loss: 0.0311525 | val_loss: 0.0311735 | Time: 3048.02 ms [2020-12-06 02:34:38 main:581] : INFO : Epoch 982 | loss: 0.03115 | val_loss: 0.0311739 | Time: 3048.73 ms [2020-12-06 02:34:41 main:581] : INFO : Epoch 983 | loss: 0.0311498 | val_loss: 0.0311749 | Time: 3050.09 ms [2020-12-06 02:34:44 main:581] : INFO : Epoch 984 | loss: 0.0311508 | val_loss: 0.0311754 | Time: 3112.16 ms [2020-12-06 02:34:47 main:581] : INFO : Epoch 985 | loss: 0.0311511 | val_loss: 0.0311751 | Time: 3075.58 ms [2020-12-06 02:34:50 main:581] : INFO : Epoch 986 | loss: 0.0311495 | val_loss: 0.0311734 | Time: 3054.88 ms [2020-12-06 02:34:53 main:581] : INFO : Epoch 987 | loss: 0.0311521 | val_loss: 0.0311733 | Time: 3047.38 ms [2020-12-06 02:34:56 main:581] : INFO : Epoch 988 | loss: 0.0311532 | val_loss: 0.0311738 | Time: 3084.65 ms [2020-12-06 02:34:59 main:581] : INFO : Epoch 989 | loss: 0.0311508 | val_loss: 0.0311747 | Time: 3108.98 ms [2020-12-06 02:35:02 main:581] : INFO : Epoch 990 | loss: 0.0311502 | val_loss: 0.0311735 | Time: 3038.51 ms [2020-12-06 02:35:05 main:581] : INFO : Epoch 991 | loss: 0.0311497 | val_loss: 0.0311739 | Time: 3049.64 ms [2020-12-06 02:35:08 main:581] : INFO : Epoch 992 | loss: 0.0311501 | val_loss: 0.031173 | Time: 3053.4 ms [2020-12-06 02:35:11 main:581] : INFO : Epoch 993 | loss: 0.0311528 | val_loss: 0.0311754 | Time: 3122.52 ms [2020-12-06 02:35:14 main:581] : INFO : Epoch 994 | loss: 0.0311511 | val_loss: 0.0311757 | Time: 3067.56 ms [2020-12-06 02:35:18 main:581] : INFO : Epoch 995 | loss: 0.0311503 | val_loss: 0.0311733 | Time: 3034.07 ms [2020-12-06 02:35:21 main:581] : INFO : Epoch 996 | loss: 0.0311499 | val_loss: 0.0311742 | Time: 3056.74 ms [2020-12-06 02:35:24 main:581] : INFO : Epoch 997 | loss: 0.0311491 | val_loss: 0.0311776 | Time: 3086.7 ms [2020-12-06 02:35:27 main:581] : INFO : Epoch 998 | loss: 0.0311509 | val_loss: 0.0311735 | Time: 3102.15 ms [2020-12-06 02:35:30 main:581] : INFO : Epoch 999 | loss: 0.0311491 | val_loss: 0.031176 | Time: 3036.84 ms [2020-12-06 02:35:33 main:581] : INFO : Epoch 1000 | loss: 0.031149 | val_loss: 0.0311751 | Time: 3053.8 ms [2020-12-06 02:35:36 main:581] : INFO : Epoch 1001 | loss: 0.0311486 | val_loss: 0.0311753 | Time: 3060.91 ms [2020-12-06 02:35:39 main:581] : INFO : Epoch 1002 | loss: 0.0311491 | val_loss: 0.0311764 | Time: 3112.56 ms [2020-12-06 02:35:42 main:581] : INFO : Epoch 1003 | loss: 0.0311517 | val_loss: 0.0311801 | Time: 3058.42 ms [2020-12-06 02:35:45 main:581] : INFO : Epoch 1004 | loss: 0.0311542 | val_loss: 0.0311818 | Time: 3039.41 ms [2020-12-06 02:35:48 main:581] : INFO : Epoch 1005 | loss: 0.0311559 | val_loss: 0.0311811 | Time: 3089.21 ms [2020-12-06 02:35:51 main:581] : INFO : Epoch 1006 | loss: 0.0311567 | val_loss: 0.0311763 | Time: 3058.51 ms [2020-12-06 02:35:54 main:581] : INFO : Epoch 1007 | loss: 0.0311559 | val_loss: 0.031175 | Time: 3098.24 ms [2020-12-06 02:35:57 main:581] : INFO : Epoch 1008 | loss: 0.0311568 | val_loss: 0.0311734 | Time: 3034.56 ms [2020-12-06 02:36:00 main:581] : INFO : Epoch 1009 | loss: 0.0311575 | val_loss: 0.0311864 | Time: 3050.35 ms [2020-12-06 02:36:04 main:581] : INFO : Epoch 1010 | loss: 0.0311584 | val_loss: 0.0311713 | Time: 3112.5 ms [2020-12-06 02:36:07 main:581] : INFO : Epoch 1011 | loss: 0.0311531 | val_loss: 0.0311745 | Time: 3065.89 ms [2020-12-06 02:36:10 main:581] : INFO : Epoch 1012 | loss: 0.0311546 | val_loss: 0.0311704 | Time: 3063.6 ms [2020-12-06 02:36:13 main:581] : INFO : Epoch 1013 | loss: 0.031154 | val_loss: 0.031172 | Time: 3039.62 ms [2020-12-06 02:36:16 main:581] : INFO : Epoch 1014 | loss: 0.0311539 | val_loss: 0.0311719 | Time: 3102.59 ms [2020-12-06 02:36:19 main:581] : INFO : Epoch 1015 | loss: 0.0311545 | val_loss: 0.0311735 | Time: 3100.78 ms [2020-12-06 02:36:22 main:581] : INFO : Epoch 1016 | loss: 0.0311518 | val_loss: 0.0311695 | Time: 3053.96 ms [2020-12-06 02:36:25 main:581] : INFO : Epoch 1017 | loss: 0.0311519 | val_loss: 0.031171 | Time: 3054.83 ms [2020-12-06 02:36:28 main:581] : INFO : Epoch 1018 | loss: 0.0311509 | val_loss: 0.0311729 | Time: 3047.35 ms [2020-12-06 02:36:31 main:581] : INFO : Epoch 1019 | loss: 0.0311504 | val_loss: 0.0311704 | Time: 3124.21 ms [2020-12-06 02:36:34 main:581] : INFO : Epoch 1020 | loss: 0.0311492 | val_loss: 0.031171 | Time: 3070.29 ms [2020-12-06 02:36:37 main:581] : INFO : Epoch 1021 | loss: 0.0311497 | val_loss: 0.0311681 | Time: 3039.84 ms [2020-12-06 02:36:40 main:581] : INFO : Epoch 1022 | loss: 0.0311528 | val_loss: 0.0311707 | Time: 3068.1 ms [2020-12-06 02:36:43 main:581] : INFO : Epoch 1023 | loss: 0.0311514 | val_loss: 0.0311714 | Time: 3066.03 ms [2020-12-06 02:36:47 main:581] : INFO : Epoch 1024 | loss: 0.0311509 | val_loss: 0.0311695 | Time: 3111.98 ms [2020-12-06 02:36:47 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311695 [2020-12-06 02:36:47 main:610] : INFO : Saving end state to config to file [2020-12-06 02:36:47 main:615] : INFO : Success, exiting.. 02:36:47 (4908): 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)