Task 3614479
| Name | ParityModified-1605151114-31795-14_0 |
| Workunit | 1828912 |
| Created | 8 Jan 2021, 19:17:49 UTC |
| Sent | 11 Jan 2021, 3:49:50 UTC |
| Report deadline | 18 Jan 2021, 3:49:50 UTC |
| Received | 13 Jan 2021, 11:02:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7318 |
| Run time | 57 min 36 sec |
| CPU time | 55 min 53 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 3,068.91 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.41 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 514 | loss: 0.0311608 | val_loss: 0.0311675 | Time: 3243.47 ms [2021-01-13 11:34:45 main:574] : INFO : Epoch 515 | loss: 0.0311615 | val_loss: 0.0311615 | Time: 3223.18 ms [2021-01-13 11:34:48 main:574] : INFO : Epoch 516 | loss: 0.0311615 | val_loss: 0.0311613 | Time: 3234.75 ms [2021-01-13 11:34:52 main:574] : INFO : Epoch 517 | loss: 0.031161 | val_loss: 0.0311621 | Time: 3283.62 ms [2021-01-13 11:34:55 main:574] : INFO : Epoch 518 | loss: 0.031159 | val_loss: 0.0311607 | Time: 3178.72 ms [2021-01-13 11:34:58 main:574] : INFO : Epoch 519 | loss: 0.0311591 | val_loss: 0.0311596 | Time: 3211.44 ms [2021-01-13 11:35:01 main:574] : INFO : Epoch 520 | loss: 0.0311601 | val_loss: 0.0311601 | Time: 3188.23 ms [2021-01-13 11:35:04 main:574] : INFO : Epoch 521 | loss: 0.0311585 | val_loss: 0.0311641 | Time: 3237.68 ms [2021-01-13 11:35:08 main:574] : INFO : Epoch 522 | loss: 0.0311588 | val_loss: 0.0311589 | Time: 3269.09 ms [2021-01-13 11:35:11 main:574] : INFO : Epoch 523 | loss: 0.0311578 | val_loss: 0.03116 | Time: 3226.87 ms [2021-01-13 11:35:14 main:574] : INFO : Epoch 524 | loss: 0.0311582 | val_loss: 0.0311602 | Time: 3202.79 ms [2021-01-13 11:35:18 main:574] : INFO : Epoch 525 | loss: 0.0311583 | val_loss: 0.0311611 | Time: 3271.64 ms [2021-01-13 11:35:21 main:574] : INFO : Epoch 526 | loss: 0.0311628 | val_loss: 0.0311639 | Time: 3240.69 ms [2021-01-13 11:35:24 main:574] : INFO : Epoch 527 | loss: 0.0311593 | val_loss: 0.0311636 | Time: 3286.47 ms [2021-01-13 11:35:27 main:574] : INFO : Epoch 528 | loss: 0.0311578 | val_loss: 0.0311654 | Time: 3260 ms [2021-01-13 11:35:31 main:574] : INFO : Epoch 529 | loss: 0.0311569 | val_loss: 0.0311628 | Time: 3268.6 ms [2021-01-13 11:35:34 main:574] : INFO : Epoch 530 | loss: 0.0311577 | val_loss: 0.0311714 | Time: 3249.29 ms [2021-01-13 11:35:37 main:574] : INFO : Epoch 531 | loss: 0.031158 | val_loss: 0.0311635 | Time: 3138.47 ms [2021-01-13 11:35:40 main:574] : INFO : Epoch 532 | loss: 0.0311567 | val_loss: 0.0311653 | Time: 3257.9 ms [2021-01-13 11:35:44 main:574] : INFO : Epoch 533 | loss: 0.031156 | val_loss: 0.0311645 | Time: 3259.02 ms [2021-01-13 11:35:47 main:574] : INFO : Epoch 534 | loss: 0.0311571 | val_loss: 0.0311699 | Time: 3243.25 ms [2021-01-13 11:35:50 main:574] : INFO : Epoch 535 | loss: 0.0311581 | val_loss: 0.0311654 | Time: 3207.27 ms [2021-01-13 11:35:53 main:574] : INFO : Epoch 536 | loss: 0.0311581 | val_loss: 0.0311692 | Time: 3218.98 ms [2021-01-13 11:35:57 main:574] : INFO : Epoch 537 | loss: 0.0311572 | val_loss: 0.0311642 | Time: 3247.18 ms [2021-01-13 11:36:00 main:574] : INFO : Epoch 538 | loss: 0.0311567 | val_loss: 0.0311628 | Time: 3221.08 ms [2021-01-13 11:36:03 main:574] : INFO : Epoch 539 | loss: 0.0311556 | val_loss: 0.0311633 | Time: 3175.88 ms [2021-01-13 11:36:06 main:574] : INFO : Epoch 540 | loss: 0.0311552 | val_loss: 0.0311625 | Time: 3247 ms [2021-01-13 11:36:10 main:574] : INFO : Epoch 541 | loss: 0.0311556 | val_loss: 0.0311613 | Time: 3270.37 ms [2021-01-13 11:36:13 main:574] : INFO : Epoch 542 | loss: 0.0311568 | val_loss: 0.0311608 | Time: 3248.72 ms [2021-01-13 11:36:16 main:574] : INFO : Epoch 543 | loss: 0.0311577 | val_loss: 0.0311594 | Time: 3245.36 ms [2021-01-13 11:36:19 main:574] : INFO : Epoch 544 | loss: 0.031155 | val_loss: 0.0311632 | Time: 3154.82 ms [2021-01-13 11:36:23 main:574] : INFO : Epoch 545 | loss: 0.0311552 | val_loss: 0.0311632 | Time: 3239.94 ms [2021-01-13 11:36:26 main:574] : INFO : Epoch 546 | loss: 0.0311571 | val_loss: 0.0311697 | Time: 3228.78 ms [2021-01-13 11:36:29 main:574] : INFO : Epoch 547 | loss: 0.0311582 | val_loss: 0.0311676 | Time: 3210.11 ms [2021-01-13 11:36:32 main:574] : INFO : Epoch 548 | loss: 0.031155 | val_loss: 0.0311614 | Time: 3200.01 ms [2021-01-13 11:36:36 main:574] : INFO : Epoch 549 | loss: 0.0311537 | val_loss: 0.0311609 | Time: 3189.88 ms [2021-01-13 11:36:39 main:574] : INFO : Epoch 550 | loss: 0.0311535 | val_loss: 0.0311624 | Time: 3242.58 ms [2021-01-13 11:36:42 main:574] : INFO : Epoch 551 | loss: 0.0311537 | val_loss: 0.031163 | Time: 3236.24 ms [2021-01-13 11:36:46 main:574] : INFO : Epoch 552 | loss: 0.0311558 | val_loss: 0.0311637 | Time: 3337.05 ms [2021-01-13 11:36:49 main:574] : INFO : Epoch 553 | loss: 0.0311543 | val_loss: 0.0311599 | Time: 3234.7 ms [2021-01-13 11:36:52 main:574] : INFO : Epoch 554 | loss: 0.0311538 | val_loss: 0.0311592 | Time: 3254.28 ms [2021-01-13 11:36:55 main:574] : INFO : Epoch 555 | loss: 0.0311541 | val_loss: 0.0311596 | Time: 3425.28 ms [2021-01-13 11:36:59 main:574] : INFO : Epoch 556 | loss: 0.0311537 | val_loss: 0.0311655 | Time: 3305.56 ms [2021-01-13 11:37:02 main:574] : INFO : Epoch 557 | loss: 0.0311543 | val_loss: 0.0311628 | Time: 2808.31 ms [2021-01-13 11:37:05 main:574] : INFO : Epoch 558 | loss: 0.0311581 | val_loss: 0.0311647 | Time: 3226.24 ms [2021-01-13 11:37:08 main:574] : INFO : Epoch 559 | loss: 0.0311566 | val_loss: 0.0311626 | Time: 2940.56 ms [2021-01-13 11:37:11 main:574] : INFO : Epoch 560 | loss: 0.0311559 | val_loss: 0.0311632 | Time: 3019.75 ms [2021-01-13 11:37:14 main:574] : INFO : Epoch 561 | loss: 0.031157 | val_loss: 0.0311618 | Time: 3004.24 ms [2021-01-13 11:37:17 main:574] : INFO : Epoch 562 | loss: 0.0311559 | val_loss: 0.0311618 | Time: 3037.39 ms [2021-01-13 11:37:20 main:574] : INFO : Epoch 563 | loss: 0.0311566 | val_loss: 0.0311624 | Time: 2954.34 ms [2021-01-13 11:37:23 main:574] : INFO : Epoch 564 | loss: 0.0311546 | val_loss: 0.0311592 | Time: 2942.34 ms [2021-01-13 11:37:26 main:574] : INFO : Epoch 565 | loss: 0.0311556 | val_loss: 0.0311601 | Time: 3150.13 ms [2021-01-13 11:37:29 main:574] : INFO : Epoch 566 | loss: 0.031154 | val_loss: 0.0311621 | Time: 3187.02 ms [2021-01-13 11:37:32 main:574] : INFO : Epoch 567 | loss: 0.0311543 | val_loss: 0.0311614 | Time: 2999.02 ms [2021-01-13 11:37:35 main:574] : INFO : Epoch 568 | loss: 0.0311564 | val_loss: 0.0311653 | Time: 2991.61 ms [2021-01-13 11:37:38 main:574] : INFO : Epoch 569 | loss: 0.0311588 | val_loss: 0.0311632 | Time: 3014.6 ms [2021-01-13 11:37:41 main:574] : INFO : Epoch 570 | loss: 0.0311546 | val_loss: 0.0311637 | Time: 2966.77 ms [2021-01-13 11:37:44 main:574] : INFO : Epoch 571 | loss: 0.0311547 | val_loss: 0.0311601 | Time: 3014.91 ms [2021-01-13 11:37:47 main:574] : INFO : Epoch 572 | loss: 0.0311538 | val_loss: 0.0311609 | Time: 2983.3 ms [2021-01-13 11:37:50 main:574] : INFO : Epoch 573 | loss: 0.0311545 | val_loss: 0.0311611 | Time: 2897.91 ms [2021-01-13 11:37:53 main:574] : INFO : Epoch 574 | loss: 0.0311572 | val_loss: 0.031163 | Time: 3019.11 ms [2021-01-13 11:37:56 main:574] : INFO : Epoch 575 | loss: 0.0311546 | val_loss: 0.0311606 | Time: 2942.38 ms [2021-01-13 11:37:59 main:574] : INFO : Epoch 576 | loss: 0.0311534 | val_loss: 0.0311597 | Time: 2915.54 ms [2021-01-13 11:38:02 main:574] : INFO : Epoch 577 | loss: 0.0311523 | val_loss: 0.0311597 | Time: 2924.18 ms [2021-01-13 11:38:06 main:574] : INFO : Epoch 578 | loss: 0.0311542 | val_loss: 0.0311602 | Time: 3325.2 ms [2021-01-13 11:38:09 main:574] : INFO : Epoch 579 | loss: 0.031155 | val_loss: 0.0311648 | Time: 3235.73 ms [2021-01-13 11:38:12 main:574] : INFO : Epoch 580 | loss: 0.0311562 | val_loss: 0.0311643 | Time: 3296.36 ms [2021-01-13 11:38:16 main:574] : INFO : Epoch 581 | loss: 0.0311587 | val_loss: 0.0311639 | Time: 3340.35 ms [2021-01-13 11:38:19 main:574] : INFO : Epoch 582 | loss: 0.031159 | val_loss: 0.0311638 | Time: 3277.98 ms [2021-01-13 11:38:22 main:574] : INFO : Epoch 583 | loss: 0.0311592 | val_loss: 0.0311619 | Time: 3252.78 ms [2021-01-13 11:38:25 main:574] : INFO : Epoch 584 | loss: 0.0311638 | val_loss: 0.0311637 | Time: 3289.61 ms [2021-01-13 11:38:29 main:574] : INFO : Epoch 585 | loss: 0.0311641 | val_loss: 0.0311667 | Time: 3299.06 ms [2021-01-13 11:38:32 main:574] : INFO : Epoch 586 | loss: 0.0311622 | val_loss: 0.0311668 | Time: 3317.5 ms [2021-01-13 11:38:35 main:574] : INFO : Epoch 587 | loss: 0.0311612 | val_loss: 0.0311658 | Time: 3312.21 ms [2021-01-13 11:38:39 main:574] : INFO : Epoch 588 | loss: 0.031161 | val_loss: 0.0311659 | Time: 3299.07 ms [2021-01-13 11:38:42 main:574] : INFO : Epoch 589 | loss: 0.0311624 | val_loss: 0.0311654 | Time: 3299.38 ms [2021-01-13 11:38:45 main:574] : INFO : Epoch 590 | loss: 0.0311608 | val_loss: 0.0311661 | Time: 3288.8 ms [2021-01-13 11:38:49 main:574] : INFO : Epoch 591 | loss: 0.0311613 | val_loss: 0.0311638 | Time: 3266.08 ms [2021-01-13 11:38:52 main:574] : INFO : Epoch 592 | loss: 0.0311599 | val_loss: 0.0311634 | Time: 3293.32 ms [2021-01-13 11:38:55 main:574] : INFO : Epoch 593 | loss: 0.031159 | val_loss: 0.0311635 | Time: 3259.86 ms [2021-01-13 11:38:59 main:574] : INFO : Epoch 594 | loss: 0.03116 | val_loss: 0.0311699 | Time: 3287.97 ms [2021-01-13 11:39:02 main:574] : INFO : Epoch 595 | loss: 0.0311614 | val_loss: 0.0311656 | Time: 3269.29 ms [2021-01-13 11:39:05 main:574] : INFO : Epoch 596 | loss: 0.0311614 | val_loss: 0.0311654 | Time: 3298.06 ms [2021-01-13 11:39:09 main:574] : INFO : Epoch 597 | loss: 0.0311598 | val_loss: 0.0311658 | Time: 3285.46 ms [2021-01-13 11:39:12 main:574] : INFO : Epoch 598 | loss: 0.0311596 | val_loss: 0.0311647 | Time: 3256.05 ms [2021-01-13 11:39:15 main:574] : INFO : Epoch 599 | loss: 0.0311585 | val_loss: 0.031165 | Time: 3356.75 ms [2021-01-13 11:39:19 main:574] : INFO : Epoch 600 | loss: 0.0311591 | val_loss: 0.0311643 | Time: 3454.4 ms [2021-01-13 11:39:22 main:574] : INFO : Epoch 601 | loss: 0.0311616 | val_loss: 0.0311656 | Time: 3533.4 ms [2021-01-13 11:39:26 main:574] : INFO : Epoch 602 | loss: 0.0311643 | val_loss: 0.0311726 | Time: 3592.98 ms [2021-01-13 11:39:29 main:574] : INFO : Epoch 603 | loss: 0.031166 | val_loss: 0.0311693 | Time: 3603.6 ms [2021-01-13 11:39:33 main:574] : INFO : Epoch 604 | loss: 0.0311651 | val_loss: 0.03117 | Time: 3562.62 ms [2021-01-13 11:39:37 main:574] : INFO : Epoch 605 | loss: 0.0311659 | val_loss: 0.0311754 | Time: 3541.89 ms [2021-01-13 11:39:40 main:574] : INFO : Epoch 606 | loss: 0.0311661 | val_loss: 0.0311713 | Time: 3494.89 ms [2021-01-13 11:39:44 main:574] : INFO : Epoch 607 | loss: 0.0311637 | val_loss: 0.0311707 | Time: 3580.34 ms [2021-01-13 11:39:47 main:574] : INFO : Epoch 608 | loss: 0.031163 | val_loss: 0.0311696 | Time: 3582.2 ms [2021-01-13 11:39:51 main:574] : INFO : Epoch 609 | loss: 0.0311625 | val_loss: 0.0311775 | Time: 3560.86 ms [2021-01-13 11:39:54 main:574] : INFO : Epoch 610 | loss: 0.0311644 | val_loss: 0.0311687 | Time: 3461.06 ms [2021-01-13 11:39:58 main:574] : INFO : Epoch 611 | loss: 0.0311633 | val_loss: 0.031174 | Time: 3479.07 ms [2021-01-13 11:40:01 main:574] : INFO : Epoch 612 | loss: 0.0311641 | val_loss: 0.0311717 | Time: 3493.98 ms [2021-01-13 11:40:05 main:574] : INFO : Epoch 613 | loss: 0.0311636 | val_loss: 0.0311705 | Time: 3498 ms [2021-01-13 11:40:09 main:574] : INFO : Epoch 614 | loss: 0.0311618 | val_loss: 0.0311714 | Time: 3566.86 ms [2021-01-13 11:40:12 main:574] : INFO : Epoch 615 | loss: 0.0311616 | val_loss: 0.0311702 | Time: 3483.44 ms [2021-01-13 11:40:16 main:574] : INFO : Epoch 616 | loss: 0.0311617 | val_loss: 0.0311683 | Time: 3506.64 ms [2021-01-13 11:40:19 main:574] : INFO : Epoch 617 | loss: 0.0311608 | val_loss: 0.0311679 | Time: 3547.52 ms [2021-01-13 11:40:23 main:574] : INFO : Epoch 618 | loss: 0.0311633 | val_loss: 0.0311704 | Time: 3485.63 ms [2021-01-13 11:40:26 main:574] : INFO : Epoch 619 | loss: 0.0311637 | val_loss: 0.031169 | Time: 3510.84 ms [2021-01-13 11:40:30 main:574] : INFO : Epoch 620 | loss: 0.0311604 | val_loss: 0.0311677 | Time: 3476.61 ms [2021-01-13 11:40:33 main:574] : INFO : Epoch 621 | loss: 0.0311589 | val_loss: 0.031167 | Time: 3490.82 ms [2021-01-13 11:40:37 main:574] : INFO : Epoch 622 | loss: 0.0311588 | val_loss: 0.0311714 | Time: 3464.23 ms [2021-01-13 11:40:40 main:574] : INFO : Epoch 623 | loss: 0.0311593 | val_loss: 0.0311685 | Time: 3493.08 ms [2021-01-13 11:40:44 main:574] : INFO : Epoch 624 | loss: 0.0311584 | val_loss: 0.0311668 | Time: 3534.1 ms [2021-01-13 11:40:47 main:574] : INFO : Epoch 625 | loss: 0.0311578 | val_loss: 0.0311661 | Time: 3482.64 ms [2021-01-13 11:40:51 main:574] : INFO : Epoch 626 | loss: 0.031158 | val_loss: 0.0311682 | Time: 3520.12 ms [2021-01-13 11:40:54 main:574] : INFO : Epoch 627 | loss: 0.0311591 | val_loss: 0.03117 | Time: 3500.73 ms [2021-01-13 11:40:58 main:574] : INFO : Epoch 628 | loss: 0.0311577 | val_loss: 0.031167 | Time: 3546.46 ms [2021-01-13 11:41:02 main:574] : INFO : Epoch 629 | loss: 0.0311593 | val_loss: 0.0311667 | Time: 3502.27 ms [2021-01-13 11:41:05 main:574] : INFO : Epoch 630 | loss: 0.0311599 | val_loss: 0.0311697 | Time: 3554.12 ms [2021-01-13 11:41:09 main:574] : INFO : Epoch 631 | loss: 0.0311587 | val_loss: 0.0311686 | Time: 3558.02 ms [2021-01-13 11:41:12 main:574] : INFO : Epoch 632 | loss: 0.0311594 | val_loss: 0.0311681 | Time: 3541.94 ms [2021-01-13 11:41:16 main:574] : INFO : Epoch 633 | loss: 0.0311583 | val_loss: 0.0311686 | Time: 3555.99 ms [2021-01-13 11:41:19 main:574] : INFO : Epoch 634 | loss: 0.031157 | val_loss: 0.0311689 | Time: 3552.1 ms [2021-01-13 11:41:23 main:574] : INFO : Epoch 635 | loss: 0.0311586 | val_loss: 0.0311658 | Time: 3540.91 ms [2021-01-13 11:41:27 main:574] : INFO : Epoch 636 | loss: 0.0311612 | val_loss: 0.0311661 | Time: 3521.83 ms [2021-01-13 11:41:30 main:574] : INFO : Epoch 637 | loss: 0.0311623 | val_loss: 0.0311683 | Time: 3535.6 ms [2021-01-13 11:41:34 main:574] : INFO : Epoch 638 | loss: 0.0311621 | val_loss: 0.0311692 | Time: 3610.25 ms [2021-01-13 11:41:37 main:574] : INFO : Epoch 639 | loss: 0.0311625 | val_loss: 0.031167 | Time: 3510.39 ms [2021-01-13 11:41:41 main:574] : INFO : Epoch 640 | loss: 0.0311637 | val_loss: 0.0311691 | Time: 3435.13 ms [2021-01-13 11:41:44 main:574] : INFO : Epoch 641 | loss: 0.0311642 | val_loss: 0.0311648 | Time: 3526.69 ms [2021-01-13 11:41:48 main:574] : INFO : Epoch 642 | loss: 0.0311618 | val_loss: 0.0311672 | Time: 3549.38 ms [2021-01-13 11:41:51 main:574] : INFO : Epoch 643 | loss: 0.0311601 | val_loss: 0.0311658 | Time: 3514.24 ms [2021-01-13 11:41:55 main:574] : INFO : Epoch 644 | loss: 0.0311602 | val_loss: 0.031166 | Time: 3537.42 ms [2021-01-13 11:41:58 main:574] : INFO : Epoch 645 | loss: 0.0311603 | val_loss: 0.031165 | Time: 3509.38 ms [2021-01-13 11:42:02 main:574] : INFO : Epoch 646 | loss: 0.0311601 | val_loss: 0.0311644 | Time: 3511.34 ms [2021-01-13 11:42:06 main:574] : INFO : Epoch 647 | loss: 0.0311581 | val_loss: 0.0311638 | Time: 3507.2 ms [2021-01-13 11:42:09 main:574] : INFO : Epoch 648 | loss: 0.0311577 | val_loss: 0.0311654 | Time: 3487.03 ms [2021-01-13 11:42:13 main:574] : INFO : Epoch 649 | loss: 0.0311571 | val_loss: 0.0311685 | Time: 3505 ms [2021-01-13 11:42:16 main:574] : INFO : Epoch 650 | loss: 0.0311577 | val_loss: 0.0311641 | Time: 3530.55 ms [2021-01-13 11:42:20 main:574] : INFO : Epoch 651 | loss: 0.0311558 | val_loss: 0.0311657 | Time: 3465.72 ms [2021-01-13 11:42:23 main:574] : INFO : Epoch 652 | loss: 0.0311565 | val_loss: 0.0311654 | Time: 2997.3 ms [2021-01-13 11:42:26 main:574] : INFO : Epoch 653 | loss: 0.0311591 | val_loss: 0.0311635 | Time: 2981.84 ms [2021-01-13 11:42:29 main:574] : INFO : Epoch 654 | loss: 0.0311569 | val_loss: 0.031163 | Time: 2921.72 ms [2021-01-13 11:42:31 main:574] : INFO : Epoch 655 | loss: 0.0311562 | val_loss: 0.0311634 | Time: 2904.69 ms [2021-01-13 11:42:34 main:574] : INFO : Epoch 656 | loss: 0.031157 | val_loss: 0.0311639 | Time: 2884.4 ms [2021-01-13 11:42:37 main:574] : INFO : Epoch 657 | loss: 0.0311585 | val_loss: 0.0311659 | Time: 2936.11 ms [2021-01-13 11:42:40 main:574] : INFO : Epoch 658 | loss: 0.0311575 | val_loss: 0.0311654 | Time: 3009.08 ms [2021-01-13 11:42:43 main:574] : INFO : Epoch 659 | loss: 0.0311561 | val_loss: 0.0311624 | Time: 2988.31 ms [2021-01-13 11:42:46 main:574] : INFO : Epoch 660 | loss: 0.0311561 | val_loss: 0.0311634 | Time: 2973.63 ms [2021-01-13 11:42:49 main:574] : INFO : Epoch 661 | loss: 0.0311556 | val_loss: 0.0311633 | Time: 2987.27 ms [2021-01-13 11:42:52 main:574] : INFO : Epoch 662 | loss: 0.0311573 | val_loss: 0.0311626 | Time: 2955.95 ms [2021-01-13 11:42:55 main:574] : INFO : Epoch 663 | loss: 0.0311575 | val_loss: 0.0311712 | Time: 2973.11 ms [2021-01-13 11:42:58 main:574] : INFO : Epoch 664 | loss: 0.0311589 | val_loss: 0.0311674 | Time: 2849.84 ms [2021-01-13 11:43:01 main:574] : INFO : Epoch 665 | loss: 0.0311565 | val_loss: 0.0311665 | Time: 2895.22 ms [2021-01-13 11:43:04 main:574] : INFO : Epoch 666 | loss: 0.0311568 | val_loss: 0.0311662 | Time: 3011.4 ms [2021-01-13 11:43:07 main:574] : INFO : Epoch 667 | loss: 0.031155 | val_loss: 0.031163 | Time: 2878.23 ms [2021-01-13 11:43:10 main:574] : INFO : Epoch 668 | loss: 0.0311538 | val_loss: 0.0311622 | Time: 2900.24 ms [2021-01-13 11:43:13 main:574] : INFO : Epoch 669 | loss: 0.0311556 | val_loss: 0.0311642 | Time: 2902.37 ms [2021-01-13 11:43:16 main:574] : INFO : Epoch 670 | loss: 0.0311553 | val_loss: 0.0311627 | Time: 2961.27 ms [2021-01-13 11:43:19 main:574] : INFO : Epoch 671 | loss: 0.0311545 | val_loss: 0.0311623 | Time: 2935.06 ms [2021-01-13 11:43:22 main:574] : INFO : Epoch 672 | loss: 0.0311547 | val_loss: 0.0311629 | Time: 2973.27 ms [2021-01-13 11:43:25 main:574] : INFO : Epoch 673 | loss: 0.0311553 | val_loss: 0.0311646 | Time: 3519.7 ms [2021-01-13 11:43:29 main:574] : INFO : Epoch 674 | loss: 0.0311549 | val_loss: 0.0311648 | Time: 3523.51 ms [2021-01-13 11:43:33 main:574] : INFO : Epoch 675 | loss: 0.0311566 | val_loss: 0.0311635 | Time: 3512.75 ms [2021-01-13 11:43:36 main:574] : INFO : Epoch 676 | loss: 0.0311579 | val_loss: 0.0311652 | Time: 3573.67 ms [2021-01-13 11:43:40 main:574] : INFO : Epoch 677 | loss: 0.0311549 | val_loss: 0.031164 | Time: 3513.26 ms [2021-01-13 11:43:43 main:574] : INFO : Epoch 678 | loss: 0.0311544 | val_loss: 0.0311631 | Time: 3538.37 ms [2021-01-13 11:43:47 main:574] : INFO : Epoch 679 | loss: 0.0311542 | val_loss: 0.0311652 | Time: 3560.11 ms [2021-01-13 11:43:50 main:574] : INFO : Epoch 680 | loss: 0.0311546 | val_loss: 0.0311634 | Time: 3507.63 ms [2021-01-13 11:43:54 main:574] : INFO : Epoch 681 | loss: 0.0311547 | val_loss: 0.031167 | Time: 3496.71 ms [2021-01-13 11:43:57 main:574] : INFO : Epoch 682 | loss: 0.0311596 | val_loss: 0.0311686 | Time: 3504.43 ms [2021-01-13 11:44:01 main:574] : INFO : Epoch 683 | loss: 0.0311619 | val_loss: 0.031173 | Time: 3497.78 ms [2021-01-13 11:44:05 main:574] : INFO : Epoch 684 | loss: 0.0311597 | val_loss: 0.0311664 | Time: 3471.89 ms [2021-01-13 11:44:08 main:574] : INFO : Epoch 685 | loss: 0.0311599 | val_loss: 0.0311666 | Time: 3503.93 ms [2021-01-13 11:44:12 main:574] : INFO : Epoch 686 | loss: 0.0311579 | val_loss: 0.0311648 | Time: 3536.56 ms [2021-01-13 11:44:15 main:574] : INFO : Epoch 687 | loss: 0.0311584 | val_loss: 0.0311672 | Time: 3510.77 ms [2021-01-13 11:44:19 main:574] : INFO : Epoch 688 | loss: 0.0311584 | val_loss: 0.0311654 | Time: 3533.71 ms [2021-01-13 11:44:22 main:574] : INFO : Epoch 689 | loss: 0.0311566 | val_loss: 0.0311645 | Time: 3501.64 ms [2021-01-13 11:44:26 main:574] : INFO : Epoch 690 | loss: 0.0311566 | val_loss: 0.0311684 | Time: 3548.61 ms [2021-01-13 11:44:29 main:574] : INFO : Epoch 691 | loss: 0.0311564 | val_loss: 0.0311665 | Time: 3539.51 ms [2021-01-13 11:44:33 main:574] : INFO : Epoch 692 | loss: 0.0311558 | val_loss: 0.0311645 | Time: 3515.02 ms [2021-01-13 11:44:36 main:574] : INFO : Epoch 693 | loss: 0.0311564 | val_loss: 0.0311649 | Time: 3519.42 ms [2021-01-13 11:44:40 main:574] : INFO : Epoch 694 | loss: 0.0311552 | val_loss: 0.0311647 | Time: 3550.98 ms [2021-01-13 11:44:44 main:574] : INFO : Epoch 695 | loss: 0.0311563 | val_loss: 0.0311688 | Time: 3565.58 ms [2021-01-13 11:44:47 main:574] : INFO : Epoch 696 | loss: 0.0311587 | val_loss: 0.0311703 | Time: 3543.07 ms [2021-01-13 11:44:51 main:574] : INFO : Epoch 697 | loss: 0.0311606 | val_loss: 0.0311677 | Time: 3536.53 ms [2021-01-13 11:44:54 main:574] : INFO : Epoch 698 | loss: 0.0311547 | val_loss: 0.031165 | Time: 3529.19 ms [2021-01-13 11:44:58 main:574] : INFO : Epoch 699 | loss: 0.0311561 | val_loss: 0.0311653 | Time: 3509.11 ms [2021-01-13 11:45:01 main:574] : INFO : Epoch 700 | loss: 0.0311553 | val_loss: 0.0311645 | Time: 3527.56 ms [2021-01-13 11:45:05 main:574] : INFO : Epoch 701 | loss: 0.0311552 | val_loss: 0.0311643 | Time: 3557.27 ms [2021-01-13 11:45:09 main:574] : INFO : Epoch 702 | loss: 0.0311555 | val_loss: 0.0311705 | Time: 3519.76 ms [2021-01-13 11:45:12 main:574] : INFO : Epoch 703 | loss: 0.0311561 | val_loss: 0.031165 | Time: 3508.79 ms [2021-01-13 11:45:16 main:574] : INFO : Epoch 704 | loss: 0.0311604 | val_loss: 0.0311637 | Time: 3553.69 ms [2021-01-13 11:45:19 main:574] : INFO : Epoch 705 | loss: 0.031158 | val_loss: 0.0311646 | Time: 3566.12 ms [2021-01-13 11:45:23 main:574] : INFO : Epoch 706 | loss: 0.0311552 | val_loss: 0.0311685 | Time: 3572.62 ms [2021-01-13 11:45:26 main:574] : INFO : Epoch 707 | loss: 0.0311561 | val_loss: 0.0311658 | Time: 3546.47 ms [2021-01-13 11:45:30 main:574] : INFO : Epoch 708 | loss: 0.0311561 | val_loss: 0.0311642 | Time: 3587.22 ms [2021-01-13 11:45:34 main:574] : INFO : Epoch 709 | loss: 0.0311567 | val_loss: 0.0311708 | Time: 3552.73 ms [2021-01-13 11:45:37 main:574] : INFO : Epoch 710 | loss: 0.0311562 | val_loss: 0.0311682 | Time: 3489.06 ms [2021-01-13 11:45:41 main:574] : INFO : Epoch 711 | loss: 0.0311547 | val_loss: 0.0311645 | Time: 3525.65 ms [2021-01-13 11:45:44 main:574] : INFO : Epoch 712 | loss: 0.0311552 | val_loss: 0.0311653 | Time: 3517.9 ms [2021-01-13 11:45:48 main:574] : INFO : Epoch 713 | loss: 0.0311548 | val_loss: 0.031165 | Time: 3610.75 ms [2021-01-13 11:45:51 main:574] : INFO : Epoch 714 | loss: 0.0311562 | val_loss: 0.031167 | Time: 3463.82 ms [2021-01-13 11:45:55 main:574] : INFO : Epoch 715 | loss: 0.0311576 | val_loss: 0.0311669 | Time: 3500.73 ms [2021-01-13 11:45:58 main:574] : INFO : Epoch 716 | loss: 0.0311573 | val_loss: 0.0311716 | Time: 3533.54 ms [2021-01-13 11:46:02 main:574] : INFO : Epoch 717 | loss: 0.031159 | val_loss: 0.0311715 | Time: 3595.42 ms [2021-01-13 11:46:06 main:574] : INFO : Epoch 718 | loss: 0.0311565 | val_loss: 0.0311795 | Time: 3590.08 ms [2021-01-13 11:46:09 main:574] : INFO : Epoch 719 | loss: 0.0311585 | val_loss: 0.0311722 | Time: 3547.5 ms [2021-01-13 11:46:13 main:574] : INFO : Epoch 720 | loss: 0.0311564 | val_loss: 0.0311696 | Time: 3587.99 ms [2021-01-13 11:46:16 main:574] : INFO : Epoch 721 | loss: 0.0311552 | val_loss: 0.0311691 | Time: 3555.65 ms [2021-01-13 11:46:20 main:574] : INFO : Epoch 722 | loss: 0.0311542 | val_loss: 0.0311694 | Time: 3479.54 ms [2021-01-13 11:46:23 main:574] : INFO : Epoch 723 | loss: 0.0311554 | val_loss: 0.0311718 | Time: 3567.31 ms [2021-01-13 11:46:27 main:574] : INFO : Epoch 724 | loss: 0.0311601 | val_loss: 0.0311725 | Time: 3530.86 ms [2021-01-13 11:46:31 main:574] : INFO : Epoch 725 | loss: 0.0311589 | val_loss: 0.0311721 | Time: 3533.27 ms [2021-01-13 11:46:34 main:574] : INFO : Epoch 726 | loss: 0.0311582 | val_loss: 0.0311692 | Time: 3592.88 ms [2021-01-13 11:46:38 main:574] : INFO : Epoch 727 | loss: 0.0311566 | val_loss: 0.0311663 | Time: 3537.26 ms [2021-01-13 11:46:41 main:574] : INFO : Epoch 728 | loss: 0.0311566 | val_loss: 0.0311671 | Time: 3517.1 ms [2021-01-13 11:46:45 main:574] : INFO : Epoch 729 | loss: 0.0311578 | val_loss: 0.0311678 | Time: 3521.31 ms [2021-01-13 11:46:48 main:574] : INFO : Epoch 730 | loss: 0.03116 | val_loss: 0.0311667 | Time: 3454.09 ms [2021-01-13 11:46:52 main:574] : INFO : Epoch 731 | loss: 0.031162 | val_loss: 0.0311794 | Time: 3540.28 ms [2021-01-13 11:46:55 main:574] : INFO : Epoch 732 | loss: 0.0311697 | val_loss: 0.0311798 | Time: 3546.45 ms [2021-01-13 11:46:59 main:574] : INFO : Epoch 733 | loss: 0.031165 | val_loss: 0.0311726 | Time: 3520.09 ms [2021-01-13 11:47:03 main:574] : INFO : Epoch 734 | loss: 0.0311634 | val_loss: 0.0311743 | Time: 3576.2 ms [2021-01-13 11:47:06 main:574] : INFO : Epoch 735 | loss: 0.0311634 | val_loss: 0.0311704 | Time: 3528.87 ms [2021-01-13 11:47:10 main:574] : INFO : Epoch 736 | loss: 0.0311631 | val_loss: 0.0311702 | Time: 3518.74 ms [2021-01-13 11:47:13 main:574] : INFO : Epoch 737 | loss: 0.031162 | val_loss: 0.0311723 | Time: 3524.22 ms [2021-01-13 11:47:17 main:574] : INFO : Epoch 738 | loss: 0.0311616 | val_loss: 0.0311708 | Time: 3589.38 ms [2021-01-13 11:47:20 main:574] : INFO : Epoch 739 | loss: 0.031162 | val_loss: 0.0311768 | Time: 3552.79 ms [2021-01-13 11:47:24 main:574] : INFO : Epoch 740 | loss: 0.0311629 | val_loss: 0.0311735 | Time: 3425.91 ms [2021-01-13 11:47:27 main:574] : INFO : Epoch 741 | loss: 0.0311613 | val_loss: 0.0311724 | Time: 3235.02 ms [2021-01-13 11:47:30 main:574] : INFO : Epoch 742 | loss: 0.0311629 | val_loss: 0.0311693 | Time: 3029.29 ms [2021-01-13 11:47:33 main:574] : INFO : Epoch 743 | loss: 0.0311635 | val_loss: 0.0311717 | Time: 2973.94 ms [2021-01-13 11:47:36 main:574] : INFO : Epoch 744 | loss: 0.0311633 | val_loss: 0.0311694 | Time: 3078.43 ms [2021-01-13 11:47:39 main:574] : INFO : Epoch 745 | loss: 0.0311608 | val_loss: 0.0311719 | Time: 2938.74 ms [2021-01-13 11:47:42 main:574] : INFO : Epoch 746 | loss: 0.0311598 | val_loss: 0.0311708 | Time: 2915.16 ms [2021-01-13 11:47:45 main:574] : INFO : Epoch 747 | loss: 0.03116 | val_loss: 0.0311698 | Time: 2930.62 ms [2021-01-13 11:47:48 main:574] : INFO : Epoch 748 | loss: 0.0311608 | val_loss: 0.0311692 | Time: 2844.84 ms [2021-01-13 11:47:51 main:574] : INFO : Epoch 749 | loss: 0.0311618 | val_loss: 0.0311701 | Time: 2955.12 ms [2021-01-13 11:47:54 main:574] : INFO : Epoch 750 | loss: 0.0311648 | val_loss: 0.0311761 | Time: 2952.54 ms [2021-01-13 11:47:57 main:574] : INFO : Epoch 751 | loss: 0.0311629 | val_loss: 0.0311681 | Time: 2981.55 ms [2021-01-13 11:48:00 main:574] : INFO : Epoch 752 | loss: 0.0311614 | val_loss: 0.0311681 | Time: 3034.53 ms [2021-01-13 11:48:03 main:574] : INFO : Epoch 753 | loss: 0.0311634 | val_loss: 0.0311722 | Time: 3003.02 ms [2021-01-13 11:48:06 main:574] : INFO : Epoch 754 | loss: 0.0311606 | val_loss: 0.0311674 | Time: 2952.54 ms [2021-01-13 11:48:09 main:574] : INFO : Epoch 755 | loss: 0.0311594 | val_loss: 0.0311706 | Time: 2967.64 ms [2021-01-13 11:48:12 main:574] : INFO : Epoch 756 | loss: 0.0311608 | val_loss: 0.0311684 | Time: 2895.9 ms [2021-01-13 11:48:15 main:574] : INFO : Epoch 757 | loss: 0.0311659 | val_loss: 0.0311764 | Time: 3047.37 ms [2021-01-13 11:48:18 main:574] : INFO : Epoch 758 | loss: 0.0311752 | val_loss: 0.0311826 | Time: 3008.78 ms [2021-01-13 11:48:21 main:574] : INFO : Epoch 759 | loss: 0.031175 | val_loss: 0.0311841 | Time: 2997.28 ms [2021-01-13 11:48:24 main:574] : INFO : Epoch 760 | loss: 0.0311823 | val_loss: 0.0311824 | Time: 2936.15 ms [2021-01-13 11:48:27 main:574] : INFO : Epoch 761 | loss: 0.03118 | val_loss: 0.0311844 | Time: 3019.49 ms [2021-01-13 11:48:30 main:574] : INFO : Epoch 762 | loss: 0.0311783 | val_loss: 0.0311838 | Time: 3176.16 ms [2021-01-13 11:48:34 main:574] : INFO : Epoch 763 | loss: 0.0311806 | val_loss: 0.0311908 | Time: 3536.78 ms [2021-01-13 11:48:37 main:574] : INFO : Epoch 764 | loss: 0.0311814 | val_loss: 0.0311843 | Time: 3478.13 ms [2021-01-13 11:48:41 main:574] : INFO : Epoch 765 | loss: 0.0311795 | val_loss: 0.031188 | Time: 3588.74 ms [2021-01-13 11:48:45 main:574] : INFO : Epoch 766 | loss: 0.0311793 | val_loss: 0.031186 | Time: 3512.85 ms [2021-01-13 11:48:48 main:574] : INFO : Epoch 767 | loss: 0.0311793 | val_loss: 0.0311889 | Time: 3583.53 ms [2021-01-13 11:48:52 main:574] : INFO : Epoch 768 | loss: 0.0311795 | val_loss: 0.0311808 | Time: 3513.89 ms [2021-01-13 11:48:55 main:574] : INFO : Epoch 769 | loss: 0.0311755 | val_loss: 0.031181 | Time: 3611.61 ms [2021-01-13 11:48:59 main:574] : INFO : Epoch 770 | loss: 0.031176 | val_loss: 0.0311792 | Time: 3574.18 ms [2021-01-13 11:49:03 main:574] : INFO : Epoch 771 | loss: 0.0311783 | val_loss: 0.0311802 | Time: 3633.83 ms [2021-01-13 11:49:06 main:574] : INFO : Epoch 772 | loss: 0.0311786 | val_loss: 0.0311823 | Time: 3534.78 ms [2021-01-13 11:49:10 main:574] : INFO : Epoch 773 | loss: 0.0311831 | val_loss: 0.0311992 | Time: 3619.78 ms [2021-01-13 11:49:13 main:574] : INFO : Epoch 774 | loss: 0.0311871 | val_loss: 0.0311877 | Time: 3570.22 ms [2021-01-13 11:49:17 main:574] : INFO : Epoch 775 | loss: 0.0311862 | val_loss: 0.0311869 | Time: 3591.97 ms [2021-01-13 11:49:21 main:574] : INFO : Epoch 776 | loss: 0.0311823 | val_loss: 0.0311879 | Time: 3536.18 ms [2021-01-13 11:49:24 main:574] : INFO : Epoch 777 | loss: 0.0311815 | val_loss: 0.0311842 | Time: 3594.29 ms [2021-01-13 11:49:28 main:574] : INFO : Epoch 778 | loss: 0.0311809 | val_loss: 0.031184 | Time: 3469.42 ms [2021-01-13 11:49:31 main:574] : INFO : Epoch 779 | loss: 0.0311781 | val_loss: 0.0311864 | Time: 3526.34 ms [2021-01-13 11:49:35 main:574] : INFO : Epoch 780 | loss: 0.0311792 | val_loss: 0.0311852 | Time: 3484.4 ms [2021-01-13 11:49:38 main:574] : INFO : Epoch 781 | loss: 0.0311792 | val_loss: 0.0311849 | Time: 3519.38 ms [2021-01-13 11:49:42 main:574] : INFO : Epoch 782 | loss: 0.0311777 | val_loss: 0.0311847 | Time: 3522.02 ms [2021-01-13 11:49:45 main:574] : INFO : Epoch 783 | loss: 0.0311774 | val_loss: 0.031182 | Time: 3488.41 ms [2021-01-13 11:49:49 main:574] : INFO : Epoch 784 | loss: 0.0311767 | val_loss: 0.0311824 | Time: 3532.72 ms [2021-01-13 11:49:52 main:574] : INFO : Epoch 785 | loss: 0.031176 | val_loss: 0.0311825 | Time: 3489.29 ms [2021-01-13 11:49:56 main:574] : INFO : Epoch 786 | loss: 0.0311763 | val_loss: 0.0311841 | Time: 3507.48 ms [2021-01-13 11:49:59 main:574] : INFO : Epoch 787 | loss: 0.0311772 | val_loss: 0.0311824 | Time: 3449.15 ms [2021-01-13 11:50:03 main:574] : INFO : Epoch 788 | loss: 0.0311762 | val_loss: 0.0311815 | Time: 3533.43 ms [2021-01-13 11:50:07 main:574] : INFO : Epoch 789 | loss: 0.031176 | val_loss: 0.0311834 | Time: 3543.71 ms [2021-01-13 11:50:10 main:574] : INFO : Epoch 790 | loss: 0.0311769 | val_loss: 0.0311823 | Time: 3618.74 ms [2021-01-13 11:50:14 main:574] : INFO : Epoch 791 | loss: 0.0311767 | val_loss: 0.0311824 | Time: 3568.76 ms [2021-01-13 11:50:17 main:574] : INFO : Epoch 792 | loss: 0.0311796 | val_loss: 0.031183 | Time: 3464.17 ms [2021-01-13 11:50:21 main:574] : INFO : Epoch 793 | loss: 0.0311765 | val_loss: 0.0311818 | Time: 3536.43 ms [2021-01-13 11:50:24 main:574] : INFO : Epoch 794 | loss: 0.0311754 | val_loss: 0.031186 | Time: 3528.71 ms [2021-01-13 11:50:28 main:574] : INFO : Epoch 795 | loss: 0.031176 | val_loss: 0.0311871 | Time: 3551.05 ms [2021-01-13 11:50:31 main:574] : INFO : Epoch 796 | loss: 0.0311773 | val_loss: 0.031182 | Time: 3467.3 ms [2021-01-13 11:50:35 main:574] : INFO : Epoch 797 | loss: 0.0311752 | val_loss: 0.031183 | Time: 3518.06 ms [2021-01-13 11:50:39 main:574] : INFO : Epoch 798 | loss: 0.0311752 | val_loss: 0.0311841 | Time: 3500.91 ms [2021-01-13 11:50:42 main:574] : INFO : Epoch 799 | loss: 0.0311782 | val_loss: 0.0311856 | Time: 3484.33 ms [2021-01-13 11:50:46 main:574] : INFO : Epoch 800 | loss: 0.0311763 | val_loss: 0.0311845 | Time: 3536.51 ms [2021-01-13 11:50:49 main:574] : INFO : Epoch 801 | loss: 0.0311763 | val_loss: 0.0311858 | Time: 3473.95 ms [2021-01-13 11:50:53 main:574] : INFO : Epoch 802 | loss: 0.0311789 | val_loss: 0.0311847 | Time: 3508.66 ms [2021-01-13 11:50:56 main:574] : INFO : Epoch 803 | loss: 0.0311764 | val_loss: 0.0311831 | Time: 3468.7 ms [2021-01-13 11:51:00 main:574] : INFO : Epoch 804 | loss: 0.0311774 | val_loss: 0.0311838 | Time: 3536.89 ms [2021-01-13 11:51:03 main:574] : INFO : Epoch 805 | loss: 0.0311754 | val_loss: 0.0311841 | Time: 3487.12 ms [2021-01-13 11:51:07 main:574] : INFO : Epoch 806 | loss: 0.031175 | val_loss: 0.0311813 | Time: 3543.6 ms [2021-01-13 11:51:10 main:574] : INFO : Epoch 807 | loss: 0.0311753 | val_loss: 0.0311797 | Time: 3515.54 ms [2021-01-13 11:51:14 main:574] : INFO : Epoch 808 | loss: 0.0311748 | val_loss: 0.0311811 | Time: 3535.34 ms [2021-01-13 11:51:17 main:574] : INFO : Epoch 809 | loss: 0.0311747 | val_loss: 0.031181 | Time: 3522.88 ms [2021-01-13 11:51:21 main:574] : INFO : Epoch 810 | loss: 0.0311761 | val_loss: 0.0311832 | Time: 3561.59 ms [2021-01-13 11:51:25 main:574] : INFO : Epoch 811 | loss: 0.0311751 | val_loss: 0.0311812 | Time: 3517.94 ms [2021-01-13 11:51:28 main:574] : INFO : Epoch 812 | loss: 0.0311747 | val_loss: 0.0311822 | Time: 3589.19 ms [2021-01-13 11:51:32 main:574] : INFO : Epoch 813 | loss: 0.0311764 | val_loss: 0.031184 | Time: 3522.85 ms [2021-01-13 11:51:35 main:574] : INFO : Epoch 814 | loss: 0.0311782 | val_loss: 0.0311835 | Time: 3516.93 ms [2021-01-13 11:51:39 main:574] : INFO : Epoch 815 | loss: 0.0311764 | val_loss: 0.0311839 | Time: 3309.24 ms [2021-01-13 11:51:42 main:574] : INFO : Epoch 816 | loss: 0.0311756 | val_loss: 0.0311822 | Time: 3061.46 ms [2021-01-13 11:51:45 main:574] : INFO : Epoch 817 | loss: 0.0311761 | val_loss: 0.0311846 | Time: 3038.19 ms [2021-01-13 11:51:48 main:574] : INFO : Epoch 818 | loss: 0.0311762 | val_loss: 0.0311879 | Time: 2937.41 ms [2021-01-13 11:51:51 main:574] : INFO : Epoch 819 | loss: 0.0311774 | val_loss: 0.0311864 | Time: 2906.84 ms [2021-01-13 11:51:54 main:574] : INFO : Epoch 820 | loss: 0.031181 | val_loss: 0.0311874 | Time: 2945.34 ms [2021-01-13 11:51:57 main:574] : INFO : Epoch 821 | loss: 0.0311765 | val_loss: 0.0311856 | Time: 2982.76 ms [2021-01-13 11:52:00 main:574] : INFO : Epoch 822 | loss: 0.0311772 | val_loss: 0.0311846 | Time: 3036.42 ms [2021-01-13 11:52:03 main:574] : INFO : Epoch 823 | loss: 0.0311772 | val_loss: 0.0311865 | Time: 2991.36 ms [2021-01-13 11:52:06 main:574] : INFO : Epoch 824 | loss: 0.0311761 | val_loss: 0.0311841 | Time: 3116.14 ms [2021-01-13 11:52:09 main:574] : INFO : Epoch 825 | loss: 0.0311753 | val_loss: 0.0311847 | Time: 2949.64 ms [2021-01-13 11:52:12 main:574] : INFO : Epoch 826 | loss: 0.0311747 | val_loss: 0.0311872 | Time: 2966.86 ms [2021-01-13 11:52:15 main:574] : INFO : Epoch 827 | loss: 0.0311759 | val_loss: 0.0311843 | Time: 3022.91 ms [2021-01-13 11:52:18 main:574] : INFO : Epoch 828 | loss: 0.0311748 | val_loss: 0.0311839 | Time: 2905 ms [2021-01-13 11:52:21 main:574] : INFO : Epoch 829 | loss: 0.0311753 | val_loss: 0.0311829 | Time: 2922.07 ms [2021-01-13 11:52:24 main:574] : INFO : Epoch 830 | loss: 0.0311787 | val_loss: 0.0311836 | Time: 2936.4 ms [2021-01-13 11:52:27 main:574] : INFO : Epoch 831 | loss: 0.0311758 | val_loss: 0.0311821 | Time: 2940.33 ms [2021-01-13 11:52:30 main:574] : INFO : Epoch 832 | loss: 0.0311765 | val_loss: 0.0311829 | Time: 2964.67 ms [2021-01-13 11:52:33 main:574] : INFO : Epoch 833 | loss: 0.0311753 | val_loss: 0.0311837 | Time: 3045.65 ms [2021-01-13 11:52:36 main:574] : INFO : Epoch 834 | loss: 0.0311744 | val_loss: 0.0311818 | Time: 2974.99 ms [2021-01-13 11:52:39 main:574] : INFO : Epoch 835 | loss: 0.031173 | val_loss: 0.0311852 | Time: 3017.52 ms [2021-01-13 11:52:42 main:574] : INFO : Epoch 836 | loss: 0.0311721 | val_loss: 0.0311833 | Time: 2971.45 ms [2021-01-13 11:52:45 main:574] : INFO : Epoch 837 | loss: 0.0311722 | val_loss: 0.031184 | Time: 3253.42 ms [2021-01-13 11:52:48 main:574] : INFO : Epoch 838 | loss: 0.0311733 | val_loss: 0.0311815 | Time: 3264.07 ms [2021-01-13 11:52:52 main:574] : INFO : Epoch 839 | loss: 0.0311743 | val_loss: 0.031182 | Time: 3251.36 ms [2021-01-13 11:52:55 main:574] : INFO : Epoch 840 | loss: 0.0311732 | val_loss: 0.0311893 | Time: 3257.62 ms [2021-01-13 11:52:58 main:574] : INFO : Epoch 841 | loss: 0.0311745 | val_loss: 0.0311804 | Time: 3248.03 ms [2021-01-13 11:53:01 main:574] : INFO : Epoch 842 | loss: 0.0311719 | val_loss: 0.03118 | Time: 3254.23 ms [2021-01-13 11:53:05 main:574] : INFO : Epoch 843 | loss: 0.0311716 | val_loss: 0.0311784 | Time: 3301.86 ms [2021-01-13 11:53:08 main:574] : INFO : Epoch 844 | loss: 0.0311709 | val_loss: 0.0311788 | Time: 3294.89 ms [2021-01-13 11:53:11 main:574] : INFO : Epoch 845 | loss: 0.0311716 | val_loss: 0.0311791 | Time: 3289.75 ms [2021-01-13 11:53:15 main:574] : INFO : Epoch 846 | loss: 0.0311725 | val_loss: 0.03118 | Time: 3275.31 ms [2021-01-13 11:53:18 main:574] : INFO : Epoch 847 | loss: 0.0311708 | val_loss: 0.0311852 | Time: 3285.78 ms [2021-01-13 11:53:21 main:574] : INFO : Epoch 848 | loss: 0.0311722 | val_loss: 0.031182 | Time: 3200.3 ms [2021-01-13 11:53:24 main:574] : INFO : Epoch 849 | loss: 0.031174 | val_loss: 0.0311826 | Time: 3304.39 ms [2021-01-13 11:53:28 main:574] : INFO : Epoch 850 | loss: 0.0311705 | val_loss: 0.0311805 | Time: 3274.77 ms [2021-01-13 11:53:31 main:574] : INFO : Epoch 851 | loss: 0.0311721 | val_loss: 0.0311794 | Time: 3232.65 ms [2021-01-13 11:53:34 main:574] : INFO : Epoch 852 | loss: 0.0311712 | val_loss: 0.0311821 | Time: 3201.14 ms [2021-01-13 11:53:38 main:574] : INFO : Epoch 853 | loss: 0.03117 | val_loss: 0.0311796 | Time: 3278.92 ms [2021-01-13 11:53:41 main:574] : INFO : Epoch 854 | loss: 0.0311697 | val_loss: 0.0311795 | Time: 3237.38 ms [2021-01-13 11:53:44 main:574] : INFO : Epoch 855 | loss: 0.0311695 | val_loss: 0.0311796 | Time: 3257.63 ms [2021-01-13 11:53:47 main:574] : INFO : Epoch 856 | loss: 0.0311703 | val_loss: 0.0311809 | Time: 3287.66 ms [2021-01-13 11:53:51 main:574] : INFO : Epoch 857 | loss: 0.0311712 | val_loss: 0.0311817 | Time: 3278.68 ms [2021-01-13 11:53:54 main:574] : INFO : Epoch 858 | loss: 0.031173 | val_loss: 0.0311809 | Time: 3279.22 ms [2021-01-13 11:53:57 main:574] : INFO : Epoch 859 | loss: 0.0311708 | val_loss: 0.0311818 | Time: 3257.7 ms [2021-01-13 11:54:01 main:574] : INFO : Epoch 860 | loss: 0.0311752 | val_loss: 0.0311889 | Time: 3290.47 ms [2021-01-13 11:54:04 main:574] : INFO : Epoch 861 | loss: 0.0311735 | val_loss: 0.0311819 | Time: 3175.62 ms [2021-01-13 11:54:07 main:574] : INFO : Epoch 862 | loss: 0.0311714 | val_loss: 0.031183 | Time: 3252.42 ms [2021-01-13 11:54:10 main:574] : INFO : Epoch 863 | loss: 0.0311714 | val_loss: 0.0311815 | Time: 3230.67 ms [2021-01-13 11:54:14 main:574] : INFO : Epoch 864 | loss: 0.0311724 | val_loss: 0.0311814 | Time: 3267.98 ms [2021-01-13 11:54:17 main:574] : INFO : Epoch 865 | loss: 0.031182 | val_loss: 0.0311881 | Time: 3276.44 ms [2021-01-13 11:54:20 main:574] : INFO : Epoch 866 | loss: 0.0311867 | val_loss: 0.0311878 | Time: 3258.42 ms [2021-01-13 11:54:23 main:574] : INFO : Epoch 867 | loss: 0.0311843 | val_loss: 0.0311867 | Time: 3191.71 ms [2021-01-13 11:54:27 main:574] : INFO : Epoch 868 | loss: 0.0311824 | val_loss: 0.031186 | Time: 3185.42 ms [2021-01-13 11:54:30 main:574] : INFO : Epoch 869 | loss: 0.0311825 | val_loss: 0.031191 | Time: 3203.07 ms [2021-01-13 11:54:33 main:574] : INFO : Epoch 870 | loss: 0.0311839 | val_loss: 0.0311854 | Time: 3288.27 ms [2021-01-13 11:54:36 main:574] : INFO : Epoch 871 | loss: 0.0311813 | val_loss: 0.0311837 | Time: 3303.37 ms [2021-01-13 11:54:40 main:574] : INFO : Epoch 872 | loss: 0.0311817 | val_loss: 0.0311835 | Time: 3246.07 ms [2021-01-13 11:54:43 main:574] : INFO : Epoch 873 | loss: 0.0311803 | val_loss: 0.0311837 | Time: 3269.66 ms [2021-01-13 11:54:46 main:574] : INFO : Epoch 874 | loss: 0.0311793 | val_loss: 0.0311811 | Time: 3283.06 ms [2021-01-13 11:54:50 main:574] : INFO : Epoch 875 | loss: 0.0311796 | val_loss: 0.0311823 | Time: 3280.07 ms [2021-01-13 11:54:53 main:574] : INFO : Epoch 876 | loss: 0.0311809 | val_loss: 0.0311847 | Time: 3206.29 ms [2021-01-13 11:54:56 main:574] : INFO : Epoch 877 | loss: 0.0311798 | val_loss: 0.0311845 | Time: 3266.18 ms [2021-01-13 11:54:59 main:574] : INFO : Epoch 878 | loss: 0.0311786 | val_loss: 0.0311839 | Time: 3255.64 ms [2021-01-13 11:55:03 main:574] : INFO : Epoch 879 | loss: 0.0311804 | val_loss: 0.0311825 | Time: 3210.76 ms [2021-01-13 11:55:06 main:574] : INFO : Epoch 880 | loss: 0.0311798 | val_loss: 0.0311823 | Time: 3175.46 ms [2021-01-13 11:55:09 main:574] : INFO : Epoch 881 | loss: 0.031178 | val_loss: 0.0311802 | Time: 3196.47 ms [2021-01-13 11:55:12 main:574] : INFO : Epoch 882 | loss: 0.0311784 | val_loss: 0.0311805 | Time: 3241.22 ms [2021-01-13 11:55:16 main:574] : INFO : Epoch 883 | loss: 0.0311791 | val_loss: 0.0311822 | Time: 3294.04 ms [2021-01-13 11:55:19 main:574] : INFO : Epoch 884 | loss: 0.0311784 | val_loss: 0.0311813 | Time: 3206.34 ms [2021-01-13 11:55:22 main:574] : INFO : Epoch 885 | loss: 0.0311775 | val_loss: 0.0311803 | Time: 3255.36 ms [2021-01-13 11:55:25 main:574] : INFO : Epoch 886 | loss: 0.0311778 | val_loss: 0.0311802 | Time: 3235.42 ms [2021-01-13 11:55:29 main:574] : INFO : Epoch 887 | loss: 0.0311777 | val_loss: 0.0311805 | Time: 3251.99 ms [2021-01-13 11:55:32 main:574] : INFO : Epoch 888 | loss: 0.0311783 | val_loss: 0.0311826 | Time: 3207.77 ms [2021-01-13 11:55:35 main:574] : INFO : Epoch 889 | loss: 0.0311792 | val_loss: 0.0311808 | Time: 3303.33 ms [2021-01-13 11:55:39 main:574] : INFO : Epoch 890 | loss: 0.0311794 | val_loss: 0.031182 | Time: 3282.35 ms [2021-01-13 11:55:42 main:574] : INFO : Epoch 891 | loss: 0.0311803 | val_loss: 0.0311816 | Time: 3245.36 ms [2021-01-13 11:55:45 main:574] : INFO : Epoch 892 | loss: 0.0311793 | val_loss: 0.0311911 | Time: 3270.9 ms [2021-01-13 11:55:48 main:574] : INFO : Epoch 893 | loss: 0.0311828 | val_loss: 0.031192 | Time: 3242.86 ms [2021-01-13 11:55:52 main:574] : INFO : Epoch 894 | loss: 0.0311858 | val_loss: 0.0311899 | Time: 3246.87 ms [2021-01-13 11:55:55 main:574] : INFO : Epoch 895 | loss: 0.0311998 | val_loss: 0.0312761 | Time: 3285.99 ms [2021-01-13 11:55:58 main:574] : INFO : Epoch 896 | loss: 0.0558627 | val_loss: 0.0711132 | Time: 3211.74 ms [2021-01-13 11:56:02 main:574] : INFO : Epoch 897 | loss: 0.0397165 | val_loss: 0.033912 | Time: 3259.11 ms [2021-01-13 11:56:05 main:574] : INFO : Epoch 898 | loss: 0.0324754 | val_loss: 0.0314697 | Time: 3339.74 ms [2021-01-13 11:56:08 main:574] : INFO : Epoch 899 | loss: 0.0314037 | val_loss: 0.0313245 | Time: 3234.11 ms [2021-01-13 11:56:11 main:574] : INFO : Epoch 900 | loss: 0.0312748 | val_loss: 0.031253 | Time: 3240.68 ms [2021-01-13 11:56:15 main:574] : INFO : Epoch 901 | loss: 0.0312466 | val_loss: 0.0312363 | Time: 3293.01 ms [2021-01-13 11:56:18 main:574] : INFO : Epoch 902 | loss: 0.0312367 | val_loss: 0.0312291 | Time: 3254.3 ms [2021-01-13 11:56:21 main:574] : INFO : Epoch 903 | loss: 0.0312316 | val_loss: 0.0312253 | Time: 3223.39 ms [2021-01-13 11:56:25 main:574] : INFO : Epoch 904 | loss: 0.031228 | val_loss: 0.0312216 | Time: 3283.29 ms [2021-01-13 11:56:28 main:574] : INFO : Epoch 905 | loss: 0.0312253 | val_loss: 0.0312185 | Time: 3320.15 ms [2021-01-13 11:56:31 main:574] : INFO : Epoch 906 | loss: 0.0312227 | val_loss: 0.0312154 | Time: 3270.62 ms [2021-01-13 11:56:34 main:574] : INFO : Epoch 907 | loss: 0.0312208 | val_loss: 0.0312143 | Time: 3268.04 ms [2021-01-13 11:56:38 main:574] : INFO : Epoch 908 | loss: 0.0312196 | val_loss: 0.0312127 | Time: 3245.86 ms [2021-01-13 11:56:41 main:574] : INFO : Epoch 909 | loss: 0.0312176 | val_loss: 0.0312125 | Time: 3260.87 ms [2021-01-13 11:56:45 main:574] : INFO : Epoch 910 | loss: 0.0312165 | val_loss: 0.0312107 | Time: 3634.19 ms [2021-01-13 11:56:48 main:574] : INFO : Epoch 911 | loss: 0.0312156 | val_loss: 0.0312097 | Time: 3304.41 ms [2021-01-13 11:56:51 main:574] : INFO : Epoch 912 | loss: 0.031215 | val_loss: 0.0312098 | Time: 2967.09 ms [2021-01-13 11:56:54 main:574] : INFO : Epoch 913 | loss: 0.0312146 | val_loss: 0.0312093 | Time: 2997.79 ms [2021-01-13 11:56:57 main:574] : INFO : Epoch 914 | loss: 0.0312141 | val_loss: 0.0312083 | Time: 2954.66 ms [2021-01-13 11:57:00 main:574] : INFO : Epoch 915 | loss: 0.0312129 | val_loss: 0.0312078 | Time: 3005.55 ms [2021-01-13 11:57:03 main:574] : INFO : Epoch 916 | loss: 0.0312119 | val_loss: 0.0312068 | Time: 2981.58 ms [2021-01-13 11:57:06 main:574] : INFO : Epoch 917 | loss: 0.0312114 | val_loss: 0.0312063 | Time: 3123.45 ms [2021-01-13 11:57:09 main:574] : INFO : Epoch 918 | loss: 0.0312108 | val_loss: 0.0312059 | Time: 2906.77 ms [2021-01-13 11:57:12 main:574] : INFO : Epoch 919 | loss: 0.0312105 | val_loss: 0.0312051 | Time: 2917.03 ms [2021-01-13 11:57:15 main:574] : INFO : Epoch 920 | loss: 0.03121 | val_loss: 0.0312053 | Time: 2988.21 ms [2021-01-13 11:57:18 main:574] : INFO : Epoch 921 | loss: 0.0312101 | val_loss: 0.0312046 | Time: 2869.65 ms [2021-01-13 11:57:21 main:574] : INFO : Epoch 922 | loss: 0.0312094 | val_loss: 0.0312045 | Time: 2902.63 ms [2021-01-13 11:57:24 main:574] : INFO : Epoch 923 | loss: 0.0312088 | val_loss: 0.0312041 | Time: 2791.68 ms [2021-01-13 11:57:27 main:574] : INFO : Epoch 924 | loss: 0.0312085 | val_loss: 0.0312031 | Time: 2860.42 ms [2021-01-13 11:57:30 main:574] : INFO : Epoch 925 | loss: 0.0312086 | val_loss: 0.0312037 | Time: 2961.6 ms [2021-01-13 11:57:33 main:574] : INFO : Epoch 926 | loss: 0.0312077 | val_loss: 0.0312039 | Time: 3011.28 ms [2021-01-13 11:57:36 main:574] : INFO : Epoch 927 | loss: 0.0312072 | val_loss: 0.031202 | Time: 2964.37 ms [2021-01-13 11:57:39 main:574] : INFO : Epoch 928 | loss: 0.031206 | val_loss: 0.0312017 | Time: 3032.82 ms [2021-01-13 11:57:42 main:574] : INFO : Epoch 929 | loss: 0.0312058 | val_loss: 0.0312013 | Time: 2941.1 ms [2021-01-13 11:57:45 main:574] : INFO : Epoch 930 | loss: 0.0312057 | val_loss: 0.0312013 | Time: 2992.67 ms [2021-01-13 11:57:48 main:574] : INFO : Epoch 931 | loss: 0.0312054 | val_loss: 0.0312016 | Time: 2991.69 ms [2021-01-13 11:57:51 main:574] : INFO : Epoch 932 | loss: 0.0312052 | val_loss: 0.0312003 | Time: 3005.97 ms [2021-01-13 11:57:54 main:574] : INFO : Epoch 933 | loss: 0.0312049 | val_loss: 0.0312003 | Time: 2998.31 ms [2021-01-13 11:57:57 main:574] : INFO : Epoch 934 | loss: 0.0312047 | val_loss: 0.0312003 | Time: 3022.96 ms [2021-01-13 11:58:00 main:574] : INFO : Epoch 935 | loss: 0.0312048 | val_loss: 0.0312005 | Time: 2971.87 ms [2021-01-13 11:58:03 main:574] : INFO : Epoch 936 | loss: 0.0312054 | val_loss: 0.0312003 | Time: 3044.62 ms [2021-01-13 11:58:06 main:574] : INFO : Epoch 937 | loss: 0.0312045 | val_loss: 0.0311994 | Time: 2953.6 ms [2021-01-13 11:58:09 main:574] : INFO : Epoch 938 | loss: 0.0312041 | val_loss: 0.0311993 | Time: 3029.09 ms [2021-01-13 11:58:12 main:574] : INFO : Epoch 939 | loss: 0.031204 | val_loss: 0.0311991 | Time: 3105.82 ms [2021-01-13 11:58:15 main:574] : INFO : Epoch 940 | loss: 0.031204 | val_loss: 0.0311986 | Time: 3017.71 ms [2021-01-13 11:58:18 main:574] : INFO : Epoch 941 | loss: 0.0312026 | val_loss: 0.031197 | Time: 2974.65 ms [2021-01-13 11:58:21 main:574] : INFO : Epoch 942 | loss: 0.0312013 | val_loss: 0.0311972 | Time: 2950.18 ms [2021-01-13 11:58:24 main:574] : INFO : Epoch 943 | loss: 0.0312005 | val_loss: 0.0311962 | Time: 3067.05 ms [2021-01-13 11:58:27 main:574] : INFO : Epoch 944 | loss: 0.0312001 | val_loss: 0.0311956 | Time: 2812.99 ms [2021-01-13 11:58:30 main:574] : INFO : Epoch 945 | loss: 0.0312004 | val_loss: 0.0311946 | Time: 2861.11 ms [2021-01-13 11:58:33 main:574] : INFO : Epoch 946 | loss: 0.0312 | val_loss: 0.0311946 | Time: 2927.1 ms [2021-01-13 11:58:36 main:574] : INFO : Epoch 947 | loss: 0.0311997 | val_loss: 0.0311943 | Time: 2888.39 ms [2021-01-13 11:58:39 main:574] : INFO : Epoch 948 | loss: 0.0311988 | val_loss: 0.0311945 | Time: 2986.59 ms [2021-01-13 11:58:42 main:574] : INFO : Epoch 949 | loss: 0.0311985 | val_loss: 0.0311947 | Time: 2986.23 ms [2021-01-13 11:58:45 main:574] : INFO : Epoch 950 | loss: 0.0311986 | val_loss: 0.0311941 | Time: 2921.58 ms [2021-01-13 11:58:48 main:574] : INFO : Epoch 951 | loss: 0.0311982 | val_loss: 0.0311923 | Time: 3027.61 ms [2021-01-13 11:58:51 main:574] : INFO : Epoch 952 | loss: 0.0311982 | val_loss: 0.0311924 | Time: 2968.43 ms [2021-01-13 11:58:53 main:574] : INFO : Epoch 953 | loss: 0.0311981 | val_loss: 0.031193 | Time: 2892.21 ms [2021-01-13 11:58:56 main:574] : INFO : Epoch 954 | loss: 0.0311976 | val_loss: 0.0311924 | Time: 2957.38 ms [2021-01-13 11:58:59 main:574] : INFO : Epoch 955 | loss: 0.0311974 | val_loss: 0.0311928 | Time: 2977.81 ms [2021-01-13 11:59:02 main:574] : INFO : Epoch 956 | loss: 0.0311976 | val_loss: 0.0311925 | Time: 2970.41 ms [2021-01-13 11:59:05 main:574] : INFO : Epoch 957 | loss: 0.0311974 | val_loss: 0.0311919 | Time: 2999.89 ms [2021-01-13 11:59:09 main:574] : INFO : Epoch 958 | loss: 0.031197 | val_loss: 0.0311916 | Time: 3069.18 ms [2021-01-13 11:59:12 main:574] : INFO : Epoch 959 | loss: 0.0311973 | val_loss: 0.0311923 | Time: 3029.88 ms [2021-01-13 11:59:15 main:574] : INFO : Epoch 960 | loss: 0.0311974 | val_loss: 0.0311929 | Time: 2915.96 ms [2021-01-13 11:59:17 main:574] : INFO : Epoch 961 | loss: 0.0311961 | val_loss: 0.0311915 | Time: 2908.32 ms [2021-01-13 11:59:20 main:574] : INFO : Epoch 962 | loss: 0.0311957 | val_loss: 0.0311909 | Time: 2983.47 ms [2021-01-13 11:59:23 main:574] : INFO : Epoch 963 | loss: 0.0311953 | val_loss: 0.0311902 | Time: 2977.15 ms [2021-01-13 11:59:26 main:574] : INFO : Epoch 964 | loss: 0.0311955 | val_loss: 0.0311918 | Time: 2947.85 ms [2021-01-13 11:59:29 main:574] : INFO : Epoch 965 | loss: 0.031196 | val_loss: 0.0311915 | Time: 2970.23 ms [2021-01-13 11:59:32 main:574] : INFO : Epoch 966 | loss: 0.0311955 | val_loss: 0.0311911 | Time: 2914.81 ms [2021-01-13 11:59:35 main:574] : INFO : Epoch 967 | loss: 0.0311949 | val_loss: 0.0311902 | Time: 3008.87 ms [2021-01-13 11:59:38 main:574] : INFO : Epoch 968 | loss: 0.0311944 | val_loss: 0.0311902 | Time: 3037.44 ms [2021-01-13 11:59:41 main:574] : INFO : Epoch 969 | loss: 0.0311941 | val_loss: 0.0311906 | Time: 2943.01 ms [2021-01-13 11:59:44 main:574] : INFO : Epoch 970 | loss: 0.0311945 | val_loss: 0.03119 | Time: 2927.46 ms [2021-01-13 11:59:47 main:574] : INFO : Epoch 971 | loss: 0.0311939 | val_loss: 0.0311904 | Time: 3093.65 ms [2021-01-13 11:59:50 main:574] : INFO : Epoch 972 | loss: 0.0311946 | val_loss: 0.0311913 | Time: 2987.93 ms [2021-01-13 11:59:54 main:574] : INFO : Epoch 973 | loss: 0.0311946 | val_loss: 0.0311921 | Time: 3003.03 ms [2021-01-13 11:59:57 main:574] : INFO : Epoch 974 | loss: 0.0311953 | val_loss: 0.0311916 | Time: 3020.99 ms [2021-01-13 12:00:00 main:574] : INFO : Epoch 975 | loss: 0.0311946 | val_loss: 0.0311906 | Time: 2973.29 ms [2021-01-13 12:00:03 main:574] : INFO : Epoch 976 | loss: 0.0311936 | val_loss: 0.0311914 | Time: 2955.58 ms [2021-01-13 12:00:06 main:574] : INFO : Epoch 977 | loss: 0.0311937 | val_loss: 0.0311905 | Time: 2927.81 ms [2021-01-13 12:00:08 main:574] : INFO : Epoch 978 | loss: 0.0311935 | val_loss: 0.0311898 | Time: 2948.49 ms [2021-01-13 12:00:12 main:574] : INFO : Epoch 979 | loss: 0.031193 | val_loss: 0.0311904 | Time: 3098.19 ms [2021-01-13 12:00:14 main:574] : INFO : Epoch 980 | loss: 0.0311927 | val_loss: 0.0311904 | Time: 2770.38 ms [2021-01-13 12:00:17 main:574] : INFO : Epoch 981 | loss: 0.0311925 | val_loss: 0.0311904 | Time: 2808.72 ms [2021-01-13 12:00:20 main:574] : INFO : Epoch 982 | loss: 0.0311932 | val_loss: 0.031192 | Time: 3014.24 ms [2021-01-13 12:00:23 main:574] : INFO : Epoch 983 | loss: 0.0311929 | val_loss: 0.0311906 | Time: 2996.71 ms [2021-01-13 12:00:26 main:574] : INFO : Epoch 984 | loss: 0.0311927 | val_loss: 0.0311908 | Time: 2961.85 ms [2021-01-13 12:00:29 main:574] : INFO : Epoch 985 | loss: 0.0311937 | val_loss: 0.031191 | Time: 3019.34 ms [2021-01-13 12:00:32 main:574] : INFO : Epoch 986 | loss: 0.0311932 | val_loss: 0.0311904 | Time: 2982.66 ms [2021-01-13 12:00:35 main:574] : INFO : Epoch 987 | loss: 0.0311923 | val_loss: 0.0311905 | Time: 3089.76 ms [2021-01-13 12:00:38 main:574] : INFO : Epoch 988 | loss: 0.0311936 | val_loss: 0.0311889 | Time: 3018.21 ms [2021-01-13 12:00:42 main:574] : INFO : Epoch 989 | loss: 0.0311945 | val_loss: 0.0311892 | Time: 3106.67 ms [2021-01-13 12:00:45 main:574] : INFO : Epoch 990 | loss: 0.0311942 | val_loss: 0.0311893 | Time: 2962.78 ms [2021-01-13 12:00:47 main:574] : INFO : Epoch 991 | loss: 0.0311939 | val_loss: 0.0311884 | Time: 2865.63 ms [2021-01-13 12:00:50 main:574] : INFO : Epoch 992 | loss: 0.0311937 | val_loss: 0.0311891 | Time: 3001.35 ms [2021-01-13 12:00:54 main:574] : INFO : Epoch 993 | loss: 0.0311942 | val_loss: 0.0311879 | Time: 3107.09 ms [2021-01-13 12:00:57 main:574] : INFO : Epoch 994 | loss: 0.0311939 | val_loss: 0.0311887 | Time: 2979.26 ms [2021-01-13 12:01:00 main:574] : INFO : Epoch 995 | loss: 0.0311942 | val_loss: 0.0311891 | Time: 2978.83 ms [2021-01-13 12:01:03 main:574] : INFO : Epoch 996 | loss: 0.0311939 | val_loss: 0.0311884 | Time: 2951.36 ms [2021-01-13 12:01:06 main:574] : INFO : Epoch 997 | loss: 0.0311928 | val_loss: 0.03119 | Time: 2975.18 ms [2021-01-13 12:01:09 main:574] : INFO : Epoch 998 | loss: 0.0311925 | val_loss: 0.0311895 | Time: 2973.29 ms [2021-01-13 12:01:12 main:574] : INFO : Epoch 999 | loss: 0.0311931 | val_loss: 0.0311876 | Time: 2951.68 ms [2021-01-13 12:01:15 main:574] : INFO : Epoch 1000 | loss: 0.0311927 | val_loss: 0.0311885 | Time: 2967.75 ms [2021-01-13 12:01:18 main:574] : INFO : Epoch 1001 | loss: 0.0311936 | val_loss: 0.031188 | Time: 3042.72 ms [2021-01-13 12:01:21 main:574] : INFO : Epoch 1002 | loss: 0.031192 | val_loss: 0.0311892 | Time: 2969.84 ms [2021-01-13 12:01:24 main:574] : INFO : Epoch 1003 | loss: 0.0311923 | val_loss: 0.0311886 | Time: 2973.23 ms [2021-01-13 12:01:26 main:574] : INFO : Epoch 1004 | loss: 0.0311919 | val_loss: 0.0311884 | Time: 2836.48 ms [2021-01-13 12:01:29 main:574] : INFO : Epoch 1005 | loss: 0.0311911 | val_loss: 0.031187 | Time: 2956.09 ms [2021-01-13 12:01:32 main:574] : INFO : Epoch 1006 | loss: 0.0311905 | val_loss: 0.031187 | Time: 2912.41 ms [2021-01-13 12:01:35 main:574] : INFO : Epoch 1007 | loss: 0.0311921 | val_loss: 0.0311879 | Time: 3157.01 ms [2021-01-13 12:01:38 main:574] : INFO : Epoch 1008 | loss: 0.0311925 | val_loss: 0.0311875 | Time: 2939.65 ms [2021-01-13 12:01:41 main:574] : INFO : Epoch 1009 | loss: 0.0311921 | val_loss: 0.0311878 | Time: 2947.42 ms [2021-01-13 12:01:44 main:574] : INFO : Epoch 1010 | loss: 0.0311928 | val_loss: 0.0311881 | Time: 2916.63 ms [2021-01-13 12:01:47 main:574] : INFO : Epoch 1011 | loss: 0.0311927 | val_loss: 0.031189 | Time: 2848.26 ms [2021-01-13 12:01:50 main:574] : INFO : Epoch 1012 | loss: 0.031193 | val_loss: 0.0311886 | Time: 2845.54 ms [2021-01-13 12:01:53 main:574] : INFO : Epoch 1013 | loss: 0.0311919 | val_loss: 0.0311895 | Time: 2932 ms [2021-01-13 12:01:56 main:574] : INFO : Epoch 1014 | loss: 0.0311917 | val_loss: 0.0311888 | Time: 2896.01 ms [2021-01-13 12:01:59 main:574] : INFO : Epoch 1015 | loss: 0.0311917 | val_loss: 0.0311879 | Time: 2962.19 ms [2021-01-13 12:02:02 main:574] : INFO : Epoch 1016 | loss: 0.0311906 | val_loss: 0.0311874 | Time: 3015.02 ms [2021-01-13 12:02:05 main:574] : INFO : Epoch 1017 | loss: 0.0311912 | val_loss: 0.031189 | Time: 2987.87 ms [2021-01-13 12:02:08 main:574] : INFO : Epoch 1018 | loss: 0.0311914 | val_loss: 0.0311887 | Time: 3023.92 ms [2021-01-13 12:02:11 main:574] : INFO : Epoch 1019 | loss: 0.0311913 | val_loss: 0.0311893 | Time: 3069.39 ms [2021-01-13 12:02:14 main:574] : INFO : Epoch 1020 | loss: 0.0311903 | val_loss: 0.0311872 | Time: 2947.46 ms [2021-01-13 12:02:17 main:574] : INFO : Epoch 1021 | loss: 0.0311896 | val_loss: 0.0311892 | Time: 3106.82 ms [2021-01-13 12:02:20 main:574] : INFO : Epoch 1022 | loss: 0.0311897 | val_loss: 0.0311894 | Time: 2931.12 ms [2021-01-13 12:02:23 main:574] : INFO : Epoch 1023 | loss: 0.0311888 | val_loss: 0.0311894 | Time: 2972.3 ms [2021-01-13 12:02:26 main:574] : INFO : Epoch 1024 | loss: 0.0311887 | val_loss: 0.03119 | Time: 2997.74 ms [2021-01-13 12:02:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03119 [2021-01-13 12:02:26 main:603] : INFO : Saving end state to config to file [2021-01-13 12:02:26 main:608] : INFO : Success, exiting.. 12:02:26 (12256): 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)