Task 3745872
| Name | ParityMachine-1606531339-24943-14_0 |
| Workunit | 1925069 |
| Created | 20 Jan 2021, 22:44:38 UTC |
| Sent | 21 Jan 2021, 10:19:48 UTC |
| Report deadline | 28 Jan 2021, 10:19:48 UTC |
| Received | 21 Jan 2021, 12:35:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2877 |
| Run time | 1 hours 5 min 24 sec |
| CPU time | 57 min 53 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 11,343.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.70 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> poch 514 | loss: 0.031145 | val_loss: 0.0311617 | Time: 3743.27 ms [2021-01-21 03:02:24 main:574] : INFO : Epoch 515 | loss: 0.0311439 | val_loss: 0.0311572 | Time: 3542.99 ms [2021-01-21 03:02:27 main:574] : INFO : Epoch 516 | loss: 0.0311416 | val_loss: 0.0311569 | Time: 3761.58 ms [2021-01-21 03:02:31 main:574] : INFO : Epoch 517 | loss: 0.0311444 | val_loss: 0.0311555 | Time: 3906.01 ms [2021-01-21 03:02:35 main:574] : INFO : Epoch 518 | loss: 0.031142 | val_loss: 0.0311533 | Time: 3722.69 ms [2021-01-21 03:02:39 main:574] : INFO : Epoch 519 | loss: 0.0311422 | val_loss: 0.0311551 | Time: 3852.72 ms [2021-01-21 03:02:43 main:574] : INFO : Epoch 520 | loss: 0.0311465 | val_loss: 0.0311553 | Time: 3825.34 ms [2021-01-21 03:02:47 main:574] : INFO : Epoch 521 | loss: 0.0311485 | val_loss: 0.0311665 | Time: 3651.22 ms [2021-01-21 03:02:51 main:574] : INFO : Epoch 522 | loss: 0.0311552 | val_loss: 0.0311615 | Time: 3746.07 ms [2021-01-21 03:02:55 main:574] : INFO : Epoch 523 | loss: 0.0311459 | val_loss: 0.0311567 | Time: 3619.87 ms [2021-01-21 03:02:58 main:574] : INFO : Epoch 524 | loss: 0.0311434 | val_loss: 0.031155 | Time: 3711.26 ms [2021-01-21 03:03:02 main:574] : INFO : Epoch 525 | loss: 0.0311428 | val_loss: 0.0311536 | Time: 3937.76 ms [2021-01-21 03:03:06 main:574] : INFO : Epoch 526 | loss: 0.0311418 | val_loss: 0.0311537 | Time: 3644.82 ms [2021-01-21 03:03:10 main:574] : INFO : Epoch 527 | loss: 0.0311416 | val_loss: 0.0311534 | Time: 3935.79 ms [2021-01-21 03:03:14 main:574] : INFO : Epoch 528 | loss: 0.0311426 | val_loss: 0.0311527 | Time: 3626.48 ms [2021-01-21 03:03:18 main:574] : INFO : Epoch 529 | loss: 0.0311413 | val_loss: 0.0311528 | Time: 3441.71 ms [2021-01-21 03:03:21 main:574] : INFO : Epoch 530 | loss: 0.0311422 | val_loss: 0.0311541 | Time: 3590.79 ms [2021-01-21 03:03:25 main:574] : INFO : Epoch 531 | loss: 0.0311418 | val_loss: 0.0311571 | Time: 3413.01 ms [2021-01-21 03:03:29 main:574] : INFO : Epoch 532 | loss: 0.0311412 | val_loss: 0.0311574 | Time: 3666.56 ms [2021-01-21 03:03:32 main:574] : INFO : Epoch 533 | loss: 0.031141 | val_loss: 0.0311556 | Time: 3668.75 ms [2021-01-21 03:03:36 main:574] : INFO : Epoch 534 | loss: 0.0311418 | val_loss: 0.0311554 | Time: 3662.42 ms [2021-01-21 03:03:40 main:574] : INFO : Epoch 535 | loss: 0.0311414 | val_loss: 0.0311579 | Time: 3405.27 ms [2021-01-21 03:03:44 main:574] : INFO : Epoch 536 | loss: 0.0311421 | val_loss: 0.0311542 | Time: 3781.23 ms [2021-01-21 03:03:47 main:574] : INFO : Epoch 537 | loss: 0.0311404 | val_loss: 0.0311559 | Time: 3568.03 ms [2021-01-21 03:03:51 main:574] : INFO : Epoch 538 | loss: 0.0311413 | val_loss: 0.031156 | Time: 3484.66 ms [2021-01-21 03:03:54 main:574] : INFO : Epoch 539 | loss: 0.0311416 | val_loss: 0.0311541 | Time: 3421.9 ms [2021-01-21 03:03:58 main:574] : INFO : Epoch 540 | loss: 0.0311416 | val_loss: 0.0311559 | Time: 3674.4 ms [2021-01-21 03:04:02 main:574] : INFO : Epoch 541 | loss: 0.0311427 | val_loss: 0.0311553 | Time: 3718.73 ms [2021-01-21 03:04:06 main:574] : INFO : Epoch 542 | loss: 0.0311452 | val_loss: 0.0311582 | Time: 3683.5 ms [2021-01-21 03:04:10 main:574] : INFO : Epoch 543 | loss: 0.031174 | val_loss: 0.0312846 | Time: 3869.25 ms [2021-01-21 03:04:14 main:574] : INFO : Epoch 544 | loss: 0.045971 | val_loss: 0.0460734 | Time: 3608.84 ms [2021-01-21 03:04:18 main:574] : INFO : Epoch 545 | loss: 0.035147 | val_loss: 0.0322478 | Time: 3894.29 ms [2021-01-21 03:04:22 main:574] : INFO : Epoch 546 | loss: 0.031663 | val_loss: 0.0315223 | Time: 3846.48 ms [2021-01-21 03:04:26 main:574] : INFO : Epoch 547 | loss: 0.0313437 | val_loss: 0.0312974 | Time: 3932.41 ms [2021-01-21 03:04:30 main:574] : INFO : Epoch 548 | loss: 0.03127 | val_loss: 0.0312546 | Time: 3622.16 ms [2021-01-21 03:04:34 main:574] : INFO : Epoch 549 | loss: 0.0312517 | val_loss: 0.0312518 | Time: 3790.59 ms [2021-01-21 03:04:37 main:574] : INFO : Epoch 550 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 3425.17 ms [2021-01-21 03:04:41 main:574] : INFO : Epoch 551 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 3940.44 ms [2021-01-21 03:04:45 main:574] : INFO : Epoch 552 | loss: 0.0312465 | val_loss: 0.0312476 | Time: 3441.97 ms [2021-01-21 03:04:48 main:574] : INFO : Epoch 553 | loss: 0.0312454 | val_loss: 0.0312451 | Time: 3507.17 ms [2021-01-21 03:04:53 main:574] : INFO : Epoch 554 | loss: 0.0312439 | val_loss: 0.0312439 | Time: 3919.48 ms [2021-01-21 03:04:56 main:574] : INFO : Epoch 555 | loss: 0.0312416 | val_loss: 0.0312414 | Time: 3580.68 ms [2021-01-21 03:05:00 main:574] : INFO : Epoch 556 | loss: 0.0312395 | val_loss: 0.0312394 | Time: 3866.98 ms [2021-01-21 03:05:04 main:574] : INFO : Epoch 557 | loss: 0.0312375 | val_loss: 0.031237 | Time: 3398.87 ms [2021-01-21 03:05:07 main:574] : INFO : Epoch 558 | loss: 0.0312352 | val_loss: 0.0312346 | Time: 3394.94 ms [2021-01-21 03:05:11 main:574] : INFO : Epoch 559 | loss: 0.031232 | val_loss: 0.0312312 | Time: 3603.05 ms [2021-01-21 03:05:15 main:574] : INFO : Epoch 560 | loss: 0.0312289 | val_loss: 0.0312282 | Time: 3541.55 ms [2021-01-21 03:05:18 main:574] : INFO : Epoch 561 | loss: 0.0312268 | val_loss: 0.0312272 | Time: 3550.14 ms [2021-01-21 03:05:22 main:574] : INFO : Epoch 562 | loss: 0.0312237 | val_loss: 0.0312241 | Time: 3720.46 ms [2021-01-21 03:05:26 main:574] : INFO : Epoch 563 | loss: 0.0312201 | val_loss: 0.0312186 | Time: 3572.65 ms [2021-01-21 03:05:30 main:574] : INFO : Epoch 564 | loss: 0.0312164 | val_loss: 0.0312149 | Time: 3980.23 ms [2021-01-21 03:05:33 main:574] : INFO : Epoch 565 | loss: 0.0312132 | val_loss: 0.0312111 | Time: 3465.1 ms [2021-01-21 03:05:37 main:574] : INFO : Epoch 566 | loss: 0.0312072 | val_loss: 0.0312037 | Time: 3795.36 ms [2021-01-21 03:05:41 main:574] : INFO : Epoch 567 | loss: 0.0312017 | val_loss: 0.0312016 | Time: 3421.35 ms [2021-01-21 03:05:45 main:574] : INFO : Epoch 568 | loss: 0.0311978 | val_loss: 0.0311974 | Time: 4064.7 ms [2021-01-21 03:05:49 main:574] : INFO : Epoch 569 | loss: 0.0311938 | val_loss: 0.0311927 | Time: 3574.11 ms [2021-01-21 03:05:52 main:574] : INFO : Epoch 570 | loss: 0.0311901 | val_loss: 0.0311895 | Time: 3510.88 ms [2021-01-21 03:05:56 main:574] : INFO : Epoch 571 | loss: 0.0311878 | val_loss: 0.0311882 | Time: 3476.67 ms [2021-01-21 03:06:00 main:574] : INFO : Epoch 572 | loss: 0.0311856 | val_loss: 0.0311869 | Time: 3499.35 ms [2021-01-21 03:06:03 main:574] : INFO : Epoch 573 | loss: 0.0311849 | val_loss: 0.0311837 | Time: 3524.4 ms [2021-01-21 03:06:07 main:574] : INFO : Epoch 574 | loss: 0.0311839 | val_loss: 0.0311855 | Time: 3686.17 ms [2021-01-21 03:06:11 main:574] : INFO : Epoch 575 | loss: 0.0311799 | val_loss: 0.0311809 | Time: 3712.34 ms [2021-01-21 03:06:15 main:574] : INFO : Epoch 576 | loss: 0.0311776 | val_loss: 0.0311789 | Time: 3838.84 ms [2021-01-21 03:06:19 main:574] : INFO : Epoch 577 | loss: 0.031176 | val_loss: 0.0311784 | Time: 3948.66 ms [2021-01-21 03:06:23 main:574] : INFO : Epoch 578 | loss: 0.0311751 | val_loss: 0.0311783 | Time: 3982.9 ms [2021-01-21 03:06:27 main:574] : INFO : Epoch 579 | loss: 0.0311755 | val_loss: 0.0311774 | Time: 3463.48 ms [2021-01-21 03:06:30 main:574] : INFO : Epoch 580 | loss: 0.0311737 | val_loss: 0.0311773 | Time: 3534.5 ms [2021-01-21 03:06:34 main:574] : INFO : Epoch 581 | loss: 0.0311735 | val_loss: 0.0311774 | Time: 3836.92 ms [2021-01-21 03:06:38 main:574] : INFO : Epoch 582 | loss: 0.0311729 | val_loss: 0.0311769 | Time: 3700.3 ms [2021-01-21 03:06:41 main:574] : INFO : Epoch 583 | loss: 0.0311722 | val_loss: 0.0311771 | Time: 3463.84 ms [2021-01-21 03:06:45 main:574] : INFO : Epoch 584 | loss: 0.0311731 | val_loss: 0.0311756 | Time: 3538.1 ms [2021-01-21 03:06:49 main:574] : INFO : Epoch 585 | loss: 0.0311722 | val_loss: 0.0311783 | Time: 3889.68 ms [2021-01-21 03:06:53 main:574] : INFO : Epoch 586 | loss: 0.0311735 | val_loss: 0.0311767 | Time: 3693.03 ms [2021-01-21 03:06:57 main:574] : INFO : Epoch 587 | loss: 0.0311734 | val_loss: 0.0311734 | Time: 3955.64 ms [2021-01-21 03:07:01 main:574] : INFO : Epoch 588 | loss: 0.0311718 | val_loss: 0.0311746 | Time: 3913.28 ms [2021-01-21 03:07:05 main:574] : INFO : Epoch 589 | loss: 0.0311703 | val_loss: 0.031174 | Time: 4028.96 ms [2021-01-21 03:07:10 main:574] : INFO : Epoch 590 | loss: 0.0311708 | val_loss: 0.0311732 | Time: 4022.4 ms [2021-01-21 03:07:14 main:574] : INFO : Epoch 591 | loss: 0.0311698 | val_loss: 0.0311732 | Time: 4021.32 ms [2021-01-21 03:07:18 main:574] : INFO : Epoch 592 | loss: 0.0311703 | val_loss: 0.0311727 | Time: 3837.69 ms [2021-01-21 03:07:21 main:574] : INFO : Epoch 593 | loss: 0.0311713 | val_loss: 0.0311769 | Time: 3597.03 ms [2021-01-21 03:07:25 main:574] : INFO : Epoch 594 | loss: 0.031173 | val_loss: 0.0311789 | Time: 3627.1 ms [2021-01-21 03:07:29 main:574] : INFO : Epoch 595 | loss: 0.0311731 | val_loss: 0.0311818 | Time: 3923.94 ms [2021-01-21 03:07:33 main:574] : INFO : Epoch 596 | loss: 0.0311724 | val_loss: 0.0311756 | Time: 3843.1 ms [2021-01-21 03:07:37 main:574] : INFO : Epoch 597 | loss: 0.0311695 | val_loss: 0.0311738 | Time: 3431.57 ms [2021-01-21 03:07:41 main:574] : INFO : Epoch 598 | loss: 0.0311688 | val_loss: 0.0311728 | Time: 3887 ms [2021-01-21 03:07:44 main:574] : INFO : Epoch 599 | loss: 0.0311685 | val_loss: 0.0311732 | Time: 3488.72 ms [2021-01-21 03:07:48 main:574] : INFO : Epoch 600 | loss: 0.0311687 | val_loss: 0.0311733 | Time: 3782.34 ms [2021-01-21 03:07:52 main:574] : INFO : Epoch 601 | loss: 0.0311684 | val_loss: 0.0311743 | Time: 3772.17 ms [2021-01-21 03:07:56 main:574] : INFO : Epoch 602 | loss: 0.0311689 | val_loss: 0.0311731 | Time: 3975.92 ms [2021-01-21 03:08:00 main:574] : INFO : Epoch 603 | loss: 0.0311684 | val_loss: 0.0311741 | Time: 3951.35 ms [2021-01-21 03:08:04 main:574] : INFO : Epoch 604 | loss: 0.0311679 | val_loss: 0.0311731 | Time: 3844.86 ms [2021-01-21 03:08:08 main:574] : INFO : Epoch 605 | loss: 0.0311675 | val_loss: 0.0311724 | Time: 3425.81 ms [2021-01-21 03:08:12 main:574] : INFO : Epoch 606 | loss: 0.0311684 | val_loss: 0.0311715 | Time: 3811.73 ms [2021-01-21 03:08:15 main:574] : INFO : Epoch 607 | loss: 0.031168 | val_loss: 0.0311713 | Time: 3470 ms [2021-01-21 03:08:19 main:574] : INFO : Epoch 608 | loss: 0.0311683 | val_loss: 0.0311752 | Time: 4185.92 ms [2021-01-21 03:08:24 main:574] : INFO : Epoch 609 | loss: 0.0311696 | val_loss: 0.0311729 | Time: 3958.56 ms [2021-01-21 03:08:27 main:574] : INFO : Epoch 610 | loss: 0.0311673 | val_loss: 0.0311714 | Time: 3488.56 ms [2021-01-21 03:08:31 main:574] : INFO : Epoch 611 | loss: 0.0311671 | val_loss: 0.0311713 | Time: 3418.55 ms [2021-01-21 03:08:34 main:574] : INFO : Epoch 612 | loss: 0.0311671 | val_loss: 0.0311718 | Time: 3774.89 ms [2021-01-21 03:08:38 main:574] : INFO : Epoch 613 | loss: 0.0311673 | val_loss: 0.0311722 | Time: 3703.45 ms [2021-01-21 03:08:42 main:574] : INFO : Epoch 614 | loss: 0.0311675 | val_loss: 0.0311741 | Time: 3579.29 ms [2021-01-21 03:08:46 main:574] : INFO : Epoch 615 | loss: 0.031168 | val_loss: 0.031171 | Time: 3902.63 ms [2021-01-21 03:08:50 main:574] : INFO : Epoch 616 | loss: 0.0311716 | val_loss: 0.0311722 | Time: 3841.21 ms [2021-01-21 03:08:54 main:574] : INFO : Epoch 617 | loss: 0.0311672 | val_loss: 0.031171 | Time: 3531.44 ms [2021-01-21 03:08:58 main:574] : INFO : Epoch 618 | loss: 0.0311674 | val_loss: 0.031171 | Time: 3600.51 ms [2021-01-21 03:09:01 main:574] : INFO : Epoch 619 | loss: 0.0311664 | val_loss: 0.0311709 | Time: 3438.98 ms [2021-01-21 03:09:05 main:574] : INFO : Epoch 620 | loss: 0.0311667 | val_loss: 0.0311722 | Time: 3440.97 ms [2021-01-21 03:09:08 main:574] : INFO : Epoch 621 | loss: 0.0311685 | val_loss: 0.0311749 | Time: 3526.27 ms [2021-01-21 03:09:12 main:574] : INFO : Epoch 622 | loss: 0.0311682 | val_loss: 0.0311706 | Time: 3661.94 ms [2021-01-21 03:09:16 main:574] : INFO : Epoch 623 | loss: 0.0311684 | val_loss: 0.0311739 | Time: 3899.66 ms [2021-01-21 03:09:20 main:574] : INFO : Epoch 624 | loss: 0.0311674 | val_loss: 0.03117 | Time: 3854.58 ms [2021-01-21 03:09:24 main:574] : INFO : Epoch 625 | loss: 0.0311661 | val_loss: 0.0311703 | Time: 3900.2 ms [2021-01-21 03:09:28 main:574] : INFO : Epoch 626 | loss: 0.0311675 | val_loss: 0.0311716 | Time: 3544.62 ms [2021-01-21 03:09:31 main:574] : INFO : Epoch 627 | loss: 0.0311674 | val_loss: 0.0311711 | Time: 3534.26 ms [2021-01-21 03:09:35 main:574] : INFO : Epoch 628 | loss: 0.0311671 | val_loss: 0.0311709 | Time: 3601.71 ms [2021-01-21 03:09:39 main:574] : INFO : Epoch 629 | loss: 0.0311661 | val_loss: 0.0311699 | Time: 3551.63 ms [2021-01-21 03:09:42 main:574] : INFO : Epoch 630 | loss: 0.0311657 | val_loss: 0.0311744 | Time: 3508.39 ms [2021-01-21 03:09:46 main:574] : INFO : Epoch 631 | loss: 0.0311687 | val_loss: 0.0311693 | Time: 3504.25 ms [2021-01-21 03:09:50 main:574] : INFO : Epoch 632 | loss: 0.0311682 | val_loss: 0.0311704 | Time: 3797.41 ms [2021-01-21 03:09:54 main:574] : INFO : Epoch 633 | loss: 0.0311674 | val_loss: 0.0311717 | Time: 3583.46 ms [2021-01-21 03:09:57 main:574] : INFO : Epoch 634 | loss: 0.0311661 | val_loss: 0.0311697 | Time: 3503.48 ms [2021-01-21 03:10:01 main:574] : INFO : Epoch 635 | loss: 0.0311659 | val_loss: 0.0311718 | Time: 3556.87 ms [2021-01-21 03:10:05 main:574] : INFO : Epoch 636 | loss: 0.0311674 | val_loss: 0.0311764 | Time: 3575.28 ms [2021-01-21 03:10:09 main:574] : INFO : Epoch 637 | loss: 0.0311724 | val_loss: 0.0311703 | Time: 3589.84 ms [2021-01-21 03:10:12 main:574] : INFO : Epoch 638 | loss: 0.0311691 | val_loss: 0.0311745 | Time: 3573.95 ms [2021-01-21 03:10:16 main:574] : INFO : Epoch 639 | loss: 0.0311667 | val_loss: 0.0311691 | Time: 3584.51 ms [2021-01-21 03:10:20 main:574] : INFO : Epoch 640 | loss: 0.0311655 | val_loss: 0.0311696 | Time: 3997.24 ms [2021-01-21 03:10:24 main:574] : INFO : Epoch 641 | loss: 0.031165 | val_loss: 0.031172 | Time: 3960.48 ms [2021-01-21 03:10:28 main:574] : INFO : Epoch 642 | loss: 0.0311678 | val_loss: 0.031169 | Time: 3506.81 ms [2021-01-21 03:10:32 main:574] : INFO : Epoch 643 | loss: 0.0311647 | val_loss: 0.0311693 | Time: 3547.36 ms [2021-01-21 03:10:36 main:574] : INFO : Epoch 644 | loss: 0.0311657 | val_loss: 0.03118 | Time: 3875.15 ms [2021-01-21 03:10:39 main:574] : INFO : Epoch 645 | loss: 0.0311681 | val_loss: 0.0311741 | Time: 3908.14 ms [2021-01-21 03:10:43 main:574] : INFO : Epoch 646 | loss: 0.0311681 | val_loss: 0.0311763 | Time: 3510.66 ms [2021-01-21 03:10:47 main:574] : INFO : Epoch 647 | loss: 0.0311696 | val_loss: 0.0311725 | Time: 3518 ms [2021-01-21 03:10:51 main:574] : INFO : Epoch 648 | loss: 0.0311643 | val_loss: 0.0311715 | Time: 3484.66 ms [2021-01-21 03:10:55 main:574] : INFO : Epoch 649 | loss: 0.0311642 | val_loss: 0.0311694 | Time: 3900.01 ms [2021-01-21 03:10:58 main:574] : INFO : Epoch 650 | loss: 0.0311645 | val_loss: 0.03117 | Time: 3572.77 ms [2021-01-21 03:11:02 main:574] : INFO : Epoch 651 | loss: 0.0311645 | val_loss: 0.0311699 | Time: 3637.19 ms [2021-01-21 03:11:06 main:574] : INFO : Epoch 652 | loss: 0.0311645 | val_loss: 0.0311718 | Time: 3948.38 ms [2021-01-21 03:11:10 main:574] : INFO : Epoch 653 | loss: 0.0311662 | val_loss: 0.0311773 | Time: 3589.42 ms [2021-01-21 03:11:14 main:574] : INFO : Epoch 654 | loss: 0.0311667 | val_loss: 0.0311758 | Time: 3620.52 ms [2021-01-21 03:11:17 main:574] : INFO : Epoch 655 | loss: 0.0311684 | val_loss: 0.031173 | Time: 3549.03 ms [2021-01-21 03:11:21 main:574] : INFO : Epoch 656 | loss: 0.0311662 | val_loss: 0.0311735 | Time: 3833.96 ms [2021-01-21 03:11:25 main:574] : INFO : Epoch 657 | loss: 0.0311667 | val_loss: 0.0311685 | Time: 3562.69 ms [2021-01-21 03:11:29 main:574] : INFO : Epoch 658 | loss: 0.0311675 | val_loss: 0.0311711 | Time: 3636.67 ms [2021-01-21 03:11:32 main:574] : INFO : Epoch 659 | loss: 0.0311645 | val_loss: 0.0311732 | Time: 3499.36 ms [2021-01-21 03:11:36 main:574] : INFO : Epoch 660 | loss: 0.0311668 | val_loss: 0.0311704 | Time: 3648.77 ms [2021-01-21 03:11:40 main:574] : INFO : Epoch 661 | loss: 0.031163 | val_loss: 0.0311695 | Time: 3508.99 ms [2021-01-21 03:11:43 main:574] : INFO : Epoch 662 | loss: 0.0311615 | val_loss: 0.0311681 | Time: 3558.09 ms [2021-01-21 03:11:47 main:574] : INFO : Epoch 663 | loss: 0.0311595 | val_loss: 0.0311663 | Time: 3646.12 ms [2021-01-21 03:11:51 main:574] : INFO : Epoch 664 | loss: 0.0311631 | val_loss: 0.0311682 | Time: 3446.2 ms [2021-01-21 03:11:54 main:574] : INFO : Epoch 665 | loss: 0.0311618 | val_loss: 0.0311675 | Time: 3493.47 ms [2021-01-21 03:11:58 main:574] : INFO : Epoch 666 | loss: 0.031164 | val_loss: 0.0311671 | Time: 3487.24 ms [2021-01-21 03:12:01 main:574] : INFO : Epoch 667 | loss: 0.031161 | val_loss: 0.031167 | Time: 3537.7 ms [2021-01-21 03:12:05 main:574] : INFO : Epoch 668 | loss: 0.0311609 | val_loss: 0.0311713 | Time: 3515.36 ms [2021-01-21 03:12:09 main:574] : INFO : Epoch 669 | loss: 0.0311629 | val_loss: 0.0311662 | Time: 3488.33 ms [2021-01-21 03:12:13 main:574] : INFO : Epoch 670 | loss: 0.0311618 | val_loss: 0.0311677 | Time: 3958.49 ms [2021-01-21 03:12:17 main:574] : INFO : Epoch 671 | loss: 0.0311601 | val_loss: 0.0311675 | Time: 3750.47 ms [2021-01-21 03:12:20 main:574] : INFO : Epoch 672 | loss: 0.0311607 | val_loss: 0.0311682 | Time: 3694.78 ms [2021-01-21 03:12:24 main:574] : INFO : Epoch 673 | loss: 0.0311608 | val_loss: 0.0311662 | Time: 3651.6 ms [2021-01-21 03:12:28 main:574] : INFO : Epoch 674 | loss: 0.0311603 | val_loss: 0.0311652 | Time: 3510.37 ms [2021-01-21 03:12:31 main:574] : INFO : Epoch 675 | loss: 0.0311595 | val_loss: 0.0311626 | Time: 3611.53 ms [2021-01-21 03:12:35 main:574] : INFO : Epoch 676 | loss: 0.0311599 | val_loss: 0.0311629 | Time: 3460.8 ms [2021-01-21 03:12:39 main:574] : INFO : Epoch 677 | loss: 0.0311591 | val_loss: 0.0311659 | Time: 3841.07 ms [2021-01-21 03:12:43 main:574] : INFO : Epoch 678 | loss: 0.0311609 | val_loss: 0.0311649 | Time: 3593.14 ms [2021-01-21 03:12:47 main:574] : INFO : Epoch 679 | loss: 0.0311626 | val_loss: 0.0311628 | Time: 4062.62 ms [2021-01-21 03:12:51 main:574] : INFO : Epoch 680 | loss: 0.0311635 | val_loss: 0.0311643 | Time: 3745.89 ms [2021-01-21 03:12:54 main:574] : INFO : Epoch 681 | loss: 0.0311652 | val_loss: 0.0311669 | Time: 3630.86 ms [2021-01-21 03:12:58 main:574] : INFO : Epoch 682 | loss: 0.0311603 | val_loss: 0.0311601 | Time: 3977.81 ms [2021-01-21 03:13:02 main:574] : INFO : Epoch 683 | loss: 0.0311605 | val_loss: 0.0311639 | Time: 3743.84 ms [2021-01-21 03:13:06 main:574] : INFO : Epoch 684 | loss: 0.0311617 | val_loss: 0.0311619 | Time: 3929.68 ms [2021-01-21 03:13:10 main:574] : INFO : Epoch 685 | loss: 0.0311582 | val_loss: 0.0311606 | Time: 3695.29 ms [2021-01-21 03:13:14 main:574] : INFO : Epoch 686 | loss: 0.0311588 | val_loss: 0.0311586 | Time: 3771.11 ms [2021-01-21 03:13:18 main:574] : INFO : Epoch 687 | loss: 0.0311597 | val_loss: 0.0311638 | Time: 3640.49 ms [2021-01-21 03:13:22 main:574] : INFO : Epoch 688 | loss: 0.0311578 | val_loss: 0.0311704 | Time: 3509.36 ms [2021-01-21 03:13:25 main:574] : INFO : Epoch 689 | loss: 0.0311607 | val_loss: 0.0311663 | Time: 3441.46 ms [2021-01-21 03:13:29 main:574] : INFO : Epoch 690 | loss: 0.0311572 | val_loss: 0.03116 | Time: 3608.4 ms [2021-01-21 03:13:33 main:574] : INFO : Epoch 691 | loss: 0.0311565 | val_loss: 0.0311691 | Time: 3799.91 ms [2021-01-21 03:13:36 main:574] : INFO : Epoch 692 | loss: 0.0311615 | val_loss: 0.0311667 | Time: 3562.33 ms [2021-01-21 03:13:40 main:574] : INFO : Epoch 693 | loss: 0.0311618 | val_loss: 0.031173 | Time: 3770.57 ms [2021-01-21 03:13:44 main:574] : INFO : Epoch 694 | loss: 0.0311648 | val_loss: 0.0311712 | Time: 3696.84 ms [2021-01-21 03:13:48 main:574] : INFO : Epoch 695 | loss: 0.0311648 | val_loss: 0.0311633 | Time: 3956.53 ms [2021-01-21 03:13:52 main:574] : INFO : Epoch 696 | loss: 0.031164 | val_loss: 0.0311717 | Time: 4058.32 ms [2021-01-21 03:13:56 main:574] : INFO : Epoch 697 | loss: 0.0311595 | val_loss: 0.031163 | Time: 3655.52 ms [2021-01-21 03:14:00 main:574] : INFO : Epoch 698 | loss: 0.0311583 | val_loss: 0.0311652 | Time: 3553.09 ms [2021-01-21 03:14:04 main:574] : INFO : Epoch 699 | loss: 0.0311577 | val_loss: 0.0311669 | Time: 3705.19 ms [2021-01-21 03:14:08 main:574] : INFO : Epoch 700 | loss: 0.0311588 | val_loss: 0.0311606 | Time: 3792.78 ms [2021-01-21 03:14:12 main:574] : INFO : Epoch 701 | loss: 0.0311585 | val_loss: 0.0311611 | Time: 3953.19 ms [2021-01-21 03:14:16 main:574] : INFO : Epoch 702 | loss: 0.0311558 | val_loss: 0.0311607 | Time: 3956.89 ms [2021-01-21 03:14:20 main:574] : INFO : Epoch 703 | loss: 0.0311558 | val_loss: 0.0311613 | Time: 3935.41 ms [2021-01-21 03:14:23 main:574] : INFO : Epoch 704 | loss: 0.0311553 | val_loss: 0.0311596 | Time: 3517.87 ms [2021-01-21 03:14:28 main:574] : INFO : Epoch 705 | loss: 0.0311552 | val_loss: 0.0311622 | Time: 3949.19 ms [2021-01-21 03:14:32 main:574] : INFO : Epoch 706 | loss: 0.0311549 | val_loss: 0.0311629 | Time: 3946.14 ms [2021-01-21 03:14:35 main:574] : INFO : Epoch 707 | loss: 0.0311548 | val_loss: 0.0311646 | Time: 3467.99 ms [2021-01-21 03:14:40 main:574] : INFO : Epoch 708 | loss: 0.0311559 | val_loss: 0.0311622 | Time: 3882.69 ms [2021-01-21 03:14:44 main:574] : INFO : Epoch 709 | loss: 0.031159 | val_loss: 0.0311607 | Time: 3879.33 ms [2021-01-21 03:14:48 main:574] : INFO : Epoch 710 | loss: 0.0311546 | val_loss: 0.0311627 | Time: 3910.83 ms [2021-01-21 03:14:52 main:574] : INFO : Epoch 711 | loss: 0.0311572 | val_loss: 0.0311629 | Time: 3556.73 ms [2021-01-21 03:14:56 main:574] : INFO : Epoch 712 | loss: 0.0311563 | val_loss: 0.0311708 | Time: 3996.48 ms [2021-01-21 03:14:59 main:574] : INFO : Epoch 713 | loss: 0.0311574 | val_loss: 0.0311618 | Time: 3633.09 ms [2021-01-21 03:15:03 main:574] : INFO : Epoch 714 | loss: 0.0311562 | val_loss: 0.031163 | Time: 3945.7 ms [2021-01-21 03:15:07 main:574] : INFO : Epoch 715 | loss: 0.0311586 | val_loss: 0.0311718 | Time: 3726.59 ms [2021-01-21 03:15:11 main:574] : INFO : Epoch 716 | loss: 0.03116 | val_loss: 0.031163 | Time: 3906.39 ms [2021-01-21 03:15:15 main:574] : INFO : Epoch 717 | loss: 0.0311569 | val_loss: 0.0311602 | Time: 3960.49 ms [2021-01-21 03:15:19 main:574] : INFO : Epoch 718 | loss: 0.0311592 | val_loss: 0.0311707 | Time: 3672.02 ms [2021-01-21 03:15:23 main:574] : INFO : Epoch 719 | loss: 0.0311582 | val_loss: 0.0311607 | Time: 3880.81 ms [2021-01-21 03:15:27 main:574] : INFO : Epoch 720 | loss: 0.0311579 | val_loss: 0.0311595 | Time: 3477.93 ms [2021-01-21 03:15:30 main:574] : INFO : Epoch 721 | loss: 0.0311585 | val_loss: 0.0311606 | Time: 3506.59 ms [2021-01-21 03:15:34 main:574] : INFO : Epoch 722 | loss: 0.0311566 | val_loss: 0.0311611 | Time: 3768.67 ms [2021-01-21 03:15:38 main:574] : INFO : Epoch 723 | loss: 0.0311571 | val_loss: 0.0311598 | Time: 3966.23 ms [2021-01-21 03:15:42 main:574] : INFO : Epoch 724 | loss: 0.0311544 | val_loss: 0.0311585 | Time: 3438.32 ms [2021-01-21 03:15:46 main:574] : INFO : Epoch 725 | loss: 0.0311532 | val_loss: 0.0311594 | Time: 3939.22 ms [2021-01-21 03:15:50 main:574] : INFO : Epoch 726 | loss: 0.0311536 | val_loss: 0.0311593 | Time: 3963.39 ms [2021-01-21 03:15:54 main:574] : INFO : Epoch 727 | loss: 0.0311551 | val_loss: 0.031166 | Time: 3652.3 ms [2021-01-21 03:15:58 main:574] : INFO : Epoch 728 | loss: 0.031156 | val_loss: 0.0311577 | Time: 3707.49 ms [2021-01-21 03:16:02 main:574] : INFO : Epoch 729 | loss: 0.031155 | val_loss: 0.0311598 | Time: 3998.53 ms [2021-01-21 03:16:05 main:574] : INFO : Epoch 730 | loss: 0.0311537 | val_loss: 0.0311565 | Time: 3442.57 ms [2021-01-21 03:16:09 main:574] : INFO : Epoch 731 | loss: 0.0311535 | val_loss: 0.0311671 | Time: 3742.89 ms [2021-01-21 03:16:13 main:574] : INFO : Epoch 732 | loss: 0.0311569 | val_loss: 0.0311628 | Time: 3570.18 ms [2021-01-21 03:16:16 main:574] : INFO : Epoch 733 | loss: 0.0311527 | val_loss: 0.031156 | Time: 3497.47 ms [2021-01-21 03:16:20 main:574] : INFO : Epoch 734 | loss: 0.0311536 | val_loss: 0.0311563 | Time: 3833.55 ms [2021-01-21 03:16:24 main:574] : INFO : Epoch 735 | loss: 0.0311546 | val_loss: 0.0311621 | Time: 3545.56 ms [2021-01-21 03:16:28 main:574] : INFO : Epoch 736 | loss: 0.0311549 | val_loss: 0.0311578 | Time: 3464.54 ms [2021-01-21 03:16:32 main:574] : INFO : Epoch 737 | loss: 0.0311506 | val_loss: 0.0311573 | Time: 3890.99 ms [2021-01-21 03:16:36 main:574] : INFO : Epoch 738 | loss: 0.0311495 | val_loss: 0.0311564 | Time: 3593.77 ms [2021-01-21 03:16:39 main:574] : INFO : Epoch 739 | loss: 0.0311502 | val_loss: 0.0311561 | Time: 3795.31 ms [2021-01-21 03:16:43 main:574] : INFO : Epoch 740 | loss: 0.0311511 | val_loss: 0.0311643 | Time: 3642.77 ms [2021-01-21 03:16:47 main:574] : INFO : Epoch 741 | loss: 0.0311523 | val_loss: 0.0311579 | Time: 3423.15 ms [2021-01-21 03:16:50 main:574] : INFO : Epoch 742 | loss: 0.0311541 | val_loss: 0.0311721 | Time: 3494.36 ms [2021-01-21 03:16:54 main:574] : INFO : Epoch 743 | loss: 0.0311567 | val_loss: 0.0311639 | Time: 3895.42 ms [2021-01-21 03:16:58 main:574] : INFO : Epoch 744 | loss: 0.0311574 | val_loss: 0.0311674 | Time: 3847.21 ms [2021-01-21 03:17:02 main:574] : INFO : Epoch 745 | loss: 0.0311549 | val_loss: 0.0311544 | Time: 3687.04 ms [2021-01-21 03:17:06 main:574] : INFO : Epoch 746 | loss: 0.0311497 | val_loss: 0.0311572 | Time: 3700.46 ms [2021-01-21 03:17:10 main:574] : INFO : Epoch 747 | loss: 0.0311492 | val_loss: 0.0311611 | Time: 3713.78 ms [2021-01-21 03:17:14 main:574] : INFO : Epoch 748 | loss: 0.0311523 | val_loss: 0.0311599 | Time: 3855.54 ms [2021-01-21 03:17:17 main:574] : INFO : Epoch 749 | loss: 0.0311532 | val_loss: 0.0311588 | Time: 3489.66 ms [2021-01-21 03:17:21 main:574] : INFO : Epoch 750 | loss: 0.0311513 | val_loss: 0.0311597 | Time: 3623.71 ms [2021-01-21 03:17:25 main:574] : INFO : Epoch 751 | loss: 0.0311554 | val_loss: 0.0311586 | Time: 3455.79 ms [2021-01-21 03:17:28 main:574] : INFO : Epoch 752 | loss: 0.0311577 | val_loss: 0.0311719 | Time: 3593.86 ms [2021-01-21 03:17:32 main:574] : INFO : Epoch 753 | loss: 0.0311561 | val_loss: 0.0311627 | Time: 3765.67 ms [2021-01-21 03:17:36 main:574] : INFO : Epoch 754 | loss: 0.0311534 | val_loss: 0.0311689 | Time: 3863.34 ms [2021-01-21 03:17:40 main:574] : INFO : Epoch 755 | loss: 0.0311573 | val_loss: 0.0311661 | Time: 3647.49 ms [2021-01-21 03:17:44 main:574] : INFO : Epoch 756 | loss: 0.0311556 | val_loss: 0.0311573 | Time: 3500.98 ms [2021-01-21 03:17:47 main:574] : INFO : Epoch 757 | loss: 0.0311544 | val_loss: 0.0311637 | Time: 3472.9 ms [2021-01-21 03:17:51 main:574] : INFO : Epoch 758 | loss: 0.0311561 | val_loss: 0.0311603 | Time: 3729.85 ms [2021-01-21 03:17:55 main:574] : INFO : Epoch 759 | loss: 0.031153 | val_loss: 0.0311586 | Time: 3709.17 ms [2021-01-21 03:17:58 main:574] : INFO : Epoch 760 | loss: 0.0311518 | val_loss: 0.0311593 | Time: 3525.4 ms [2021-01-21 03:18:02 main:574] : INFO : Epoch 761 | loss: 0.0311535 | val_loss: 0.0311583 | Time: 3501.98 ms [2021-01-21 03:18:06 main:574] : INFO : Epoch 762 | loss: 0.0311545 | val_loss: 0.0311576 | Time: 3898.4 ms [2021-01-21 03:18:10 main:574] : INFO : Epoch 763 | loss: 0.0311541 | val_loss: 0.0311628 | Time: 3588 ms [2021-01-21 03:18:14 main:574] : INFO : Epoch 764 | loss: 0.031153 | val_loss: 0.0311587 | Time: 3583.09 ms [2021-01-21 03:18:17 main:574] : INFO : Epoch 765 | loss: 0.0311523 | val_loss: 0.0311588 | Time: 3632.44 ms [2021-01-21 03:18:21 main:574] : INFO : Epoch 766 | loss: 0.031152 | val_loss: 0.0311603 | Time: 3426.59 ms [2021-01-21 03:18:25 main:574] : INFO : Epoch 767 | loss: 0.0311522 | val_loss: 0.0311635 | Time: 4017.44 ms [2021-01-21 03:18:29 main:574] : INFO : Epoch 768 | loss: 0.0311588 | val_loss: 0.0311806 | Time: 3647.22 ms [2021-01-21 03:18:33 main:574] : INFO : Epoch 769 | loss: 0.0311537 | val_loss: 0.0311591 | Time: 4002.96 ms [2021-01-21 03:18:37 main:574] : INFO : Epoch 770 | loss: 0.0311499 | val_loss: 0.0311652 | Time: 3662.64 ms [2021-01-21 03:18:40 main:574] : INFO : Epoch 771 | loss: 0.0311495 | val_loss: 0.0311579 | Time: 3598.06 ms [2021-01-21 03:18:44 main:574] : INFO : Epoch 772 | loss: 0.0311478 | val_loss: 0.0311587 | Time: 3479.62 ms [2021-01-21 03:18:48 main:574] : INFO : Epoch 773 | loss: 0.0311485 | val_loss: 0.031164 | Time: 3682.29 ms [2021-01-21 03:18:51 main:574] : INFO : Epoch 774 | loss: 0.0311503 | val_loss: 0.0311576 | Time: 3544.99 ms [2021-01-21 03:18:55 main:574] : INFO : Epoch 775 | loss: 0.0311473 | val_loss: 0.0311593 | Time: 3769.99 ms [2021-01-21 03:18:59 main:574] : INFO : Epoch 776 | loss: 0.0311487 | val_loss: 0.0311572 | Time: 3749.82 ms [2021-01-21 03:19:03 main:574] : INFO : Epoch 777 | loss: 0.031148 | val_loss: 0.0311564 | Time: 3498.49 ms [2021-01-21 03:19:06 main:574] : INFO : Epoch 778 | loss: 0.0311511 | val_loss: 0.0311591 | Time: 3400.58 ms [2021-01-21 03:19:10 main:574] : INFO : Epoch 779 | loss: 0.0311488 | val_loss: 0.0311554 | Time: 3405.36 ms [2021-01-21 03:19:14 main:574] : INFO : Epoch 780 | loss: 0.0311493 | val_loss: 0.0311559 | Time: 3744.85 ms [2021-01-21 03:19:17 main:574] : INFO : Epoch 781 | loss: 0.0311557 | val_loss: 0.0311678 | Time: 3514.86 ms [2021-01-21 03:19:21 main:574] : INFO : Epoch 782 | loss: 0.0311558 | val_loss: 0.0311595 | Time: 3621.48 ms [2021-01-21 03:19:25 main:574] : INFO : Epoch 783 | loss: 0.0311492 | val_loss: 0.0311571 | Time: 3503.45 ms [2021-01-21 03:19:28 main:574] : INFO : Epoch 784 | loss: 0.0311491 | val_loss: 0.0311604 | Time: 3433.51 ms [2021-01-21 03:19:32 main:574] : INFO : Epoch 785 | loss: 0.0311525 | val_loss: 0.0311581 | Time: 3453.97 ms [2021-01-21 03:19:36 main:574] : INFO : Epoch 786 | loss: 0.0311501 | val_loss: 0.0311567 | Time: 3619.66 ms [2021-01-21 03:19:39 main:574] : INFO : Epoch 787 | loss: 0.0311498 | val_loss: 0.0311543 | Time: 3437.62 ms [2021-01-21 03:19:43 main:574] : INFO : Epoch 788 | loss: 0.0311487 | val_loss: 0.0311572 | Time: 3925.77 ms [2021-01-21 03:19:47 main:574] : INFO : Epoch 789 | loss: 0.0311538 | val_loss: 0.0311671 | Time: 3664.51 ms [2021-01-21 03:19:50 main:574] : INFO : Epoch 790 | loss: 0.0311555 | val_loss: 0.031158 | Time: 3427.9 ms [2021-01-21 03:19:54 main:574] : INFO : Epoch 791 | loss: 0.031153 | val_loss: 0.031159 | Time: 3684.8 ms [2021-01-21 03:19:58 main:574] : INFO : Epoch 792 | loss: 0.0311531 | val_loss: 0.0311581 | Time: 3808.91 ms [2021-01-21 03:20:02 main:574] : INFO : Epoch 793 | loss: 0.0311497 | val_loss: 0.0311544 | Time: 3880.01 ms [2021-01-21 03:20:06 main:574] : INFO : Epoch 794 | loss: 0.0311497 | val_loss: 0.0311577 | Time: 3449.74 ms [2021-01-21 03:20:09 main:574] : INFO : Epoch 795 | loss: 0.0311534 | val_loss: 0.0311558 | Time: 3536.15 ms [2021-01-21 03:20:13 main:574] : INFO : Epoch 796 | loss: 0.0311492 | val_loss: 0.0311544 | Time: 4042.53 ms [2021-01-21 03:20:17 main:574] : INFO : Epoch 797 | loss: 0.031148 | val_loss: 0.0311535 | Time: 3563.26 ms [2021-01-21 03:20:21 main:574] : INFO : Epoch 798 | loss: 0.031151 | val_loss: 0.031159 | Time: 3453.87 ms [2021-01-21 03:20:24 main:574] : INFO : Epoch 799 | loss: 0.0311501 | val_loss: 0.0311533 | Time: 3498.06 ms [2021-01-21 03:20:28 main:574] : INFO : Epoch 800 | loss: 0.0311499 | val_loss: 0.0311542 | Time: 3417.4 ms [2021-01-21 03:20:32 main:574] : INFO : Epoch 801 | loss: 0.0311543 | val_loss: 0.0311603 | Time: 3879.34 ms [2021-01-21 03:20:36 main:574] : INFO : Epoch 802 | loss: 0.031152 | val_loss: 0.031156 | Time: 3840.99 ms [2021-01-21 03:20:39 main:574] : INFO : Epoch 803 | loss: 0.0311506 | val_loss: 0.0311576 | Time: 3501.03 ms [2021-01-21 03:20:43 main:574] : INFO : Epoch 804 | loss: 0.0311475 | val_loss: 0.0311525 | Time: 3632.28 ms [2021-01-21 03:20:47 main:574] : INFO : Epoch 805 | loss: 0.0311476 | val_loss: 0.0311555 | Time: 3638.77 ms [2021-01-21 03:20:50 main:574] : INFO : Epoch 806 | loss: 0.0311494 | val_loss: 0.031158 | Time: 3570.78 ms [2021-01-21 03:20:54 main:574] : INFO : Epoch 807 | loss: 0.0311484 | val_loss: 0.0311544 | Time: 3518 ms [2021-01-21 03:20:58 main:574] : INFO : Epoch 808 | loss: 0.0311476 | val_loss: 0.0311549 | Time: 3617.34 ms [2021-01-21 03:21:01 main:574] : INFO : Epoch 809 | loss: 0.0311475 | val_loss: 0.0311535 | Time: 3411.3 ms [2021-01-21 03:21:05 main:574] : INFO : Epoch 810 | loss: 0.0311489 | val_loss: 0.0311557 | Time: 3423.52 ms [2021-01-21 03:21:09 main:574] : INFO : Epoch 811 | loss: 0.0311489 | val_loss: 0.0311553 | Time: 3722.26 ms [2021-01-21 03:21:12 main:574] : INFO : Epoch 812 | loss: 0.0311507 | val_loss: 0.0311559 | Time: 3729.99 ms [2021-01-21 03:21:16 main:574] : INFO : Epoch 813 | loss: 0.0311479 | val_loss: 0.0311527 | Time: 3759.7 ms [2021-01-21 03:21:20 main:574] : INFO : Epoch 814 | loss: 0.0311534 | val_loss: 0.0311617 | Time: 3539.1 ms [2021-01-21 03:21:24 main:574] : INFO : Epoch 815 | loss: 0.0311509 | val_loss: 0.0311578 | Time: 4009.68 ms [2021-01-21 03:21:28 main:574] : INFO : Epoch 816 | loss: 0.0311489 | val_loss: 0.031156 | Time: 3889.33 ms [2021-01-21 03:21:32 main:574] : INFO : Epoch 817 | loss: 0.0311474 | val_loss: 0.0311546 | Time: 3472.84 ms [2021-01-21 03:21:35 main:574] : INFO : Epoch 818 | loss: 0.0311472 | val_loss: 0.0311558 | Time: 3498.36 ms [2021-01-21 03:21:39 main:574] : INFO : Epoch 819 | loss: 0.0311514 | val_loss: 0.031166 | Time: 3909.33 ms [2021-01-21 03:21:43 main:574] : INFO : Epoch 820 | loss: 0.0311528 | val_loss: 0.0311712 | Time: 3458.35 ms [2021-01-21 03:21:47 main:574] : INFO : Epoch 821 | loss: 0.0311572 | val_loss: 0.0311704 | Time: 3516.48 ms [2021-01-21 03:21:50 main:574] : INFO : Epoch 822 | loss: 0.0311552 | val_loss: 0.0311641 | Time: 3628.48 ms [2021-01-21 03:21:54 main:574] : INFO : Epoch 823 | loss: 0.0311559 | val_loss: 0.0311642 | Time: 3732.03 ms [2021-01-21 03:21:58 main:574] : INFO : Epoch 824 | loss: 0.0311541 | val_loss: 0.0311603 | Time: 3548.01 ms [2021-01-21 03:22:02 main:574] : INFO : Epoch 825 | loss: 0.0311538 | val_loss: 0.0311611 | Time: 3752.87 ms [2021-01-21 03:22:05 main:574] : INFO : Epoch 826 | loss: 0.0311525 | val_loss: 0.0311582 | Time: 3722.87 ms [2021-01-21 03:22:09 main:574] : INFO : Epoch 827 | loss: 0.0311501 | val_loss: 0.0311568 | Time: 3412.2 ms [2021-01-21 03:22:13 main:574] : INFO : Epoch 828 | loss: 0.0311498 | val_loss: 0.0311561 | Time: 3670.49 ms [2021-01-21 03:22:16 main:574] : INFO : Epoch 829 | loss: 0.0311496 | val_loss: 0.0311578 | Time: 3663.72 ms [2021-01-21 03:22:20 main:574] : INFO : Epoch 830 | loss: 0.0311519 | val_loss: 0.0311586 | Time: 3823.86 ms [2021-01-21 03:22:24 main:574] : INFO : Epoch 831 | loss: 0.0311494 | val_loss: 0.0311584 | Time: 3643.03 ms [2021-01-21 03:22:28 main:574] : INFO : Epoch 832 | loss: 0.0311499 | val_loss: 0.0311576 | Time: 3549.31 ms [2021-01-21 03:22:32 main:574] : INFO : Epoch 833 | loss: 0.0311488 | val_loss: 0.031159 | Time: 3668.86 ms [2021-01-21 03:22:35 main:574] : INFO : Epoch 834 | loss: 0.0311518 | val_loss: 0.0311584 | Time: 3517.95 ms [2021-01-21 03:22:39 main:574] : INFO : Epoch 835 | loss: 0.0311487 | val_loss: 0.0311578 | Time: 3643.51 ms [2021-01-21 03:22:43 main:574] : INFO : Epoch 836 | loss: 0.0311483 | val_loss: 0.0311573 | Time: 3432.85 ms [2021-01-21 03:22:46 main:574] : INFO : Epoch 837 | loss: 0.0311481 | val_loss: 0.0311578 | Time: 3471.72 ms [2021-01-21 03:22:50 main:574] : INFO : Epoch 838 | loss: 0.0311494 | val_loss: 0.0311579 | Time: 3877.83 ms [2021-01-21 03:22:54 main:574] : INFO : Epoch 839 | loss: 0.0311511 | val_loss: 0.0311639 | Time: 3502.11 ms [2021-01-21 03:22:57 main:574] : INFO : Epoch 840 | loss: 0.0311533 | val_loss: 0.0311575 | Time: 3453.29 ms [2021-01-21 03:23:01 main:574] : INFO : Epoch 841 | loss: 0.0311515 | val_loss: 0.0311591 | Time: 3923.85 ms [2021-01-21 03:23:05 main:574] : INFO : Epoch 842 | loss: 0.0311531 | val_loss: 0.0311582 | Time: 3705.23 ms [2021-01-21 03:23:09 main:574] : INFO : Epoch 843 | loss: 0.0311566 | val_loss: 0.0311567 | Time: 3671.83 ms [2021-01-21 03:23:13 main:574] : INFO : Epoch 844 | loss: 0.0311536 | val_loss: 0.0311618 | Time: 3561.47 ms [2021-01-21 03:23:16 main:574] : INFO : Epoch 845 | loss: 0.0311526 | val_loss: 0.0311578 | Time: 3601.41 ms [2021-01-21 03:23:20 main:574] : INFO : Epoch 846 | loss: 0.0311572 | val_loss: 0.0311596 | Time: 3560.19 ms [2021-01-21 03:23:24 main:574] : INFO : Epoch 847 | loss: 0.0311528 | val_loss: 0.0311611 | Time: 3657.85 ms [2021-01-21 03:23:28 main:574] : INFO : Epoch 848 | loss: 0.0311548 | val_loss: 0.0311593 | Time: 3800.64 ms [2021-01-21 03:23:32 main:574] : INFO : Epoch 849 | loss: 0.031155 | val_loss: 0.0311572 | Time: 3884.71 ms [2021-01-21 03:23:35 main:574] : INFO : Epoch 850 | loss: 0.0311556 | val_loss: 0.0311649 | Time: 3596.84 ms [2021-01-21 03:23:39 main:574] : INFO : Epoch 851 | loss: 0.031156 | val_loss: 0.0311651 | Time: 3974.29 ms [2021-01-21 03:23:43 main:574] : INFO : Epoch 852 | loss: 0.0311582 | val_loss: 0.0311606 | Time: 3717.83 ms [2021-01-21 03:23:47 main:574] : INFO : Epoch 853 | loss: 0.0311577 | val_loss: 0.0311604 | Time: 3563.68 ms [2021-01-21 03:23:51 main:574] : INFO : Epoch 854 | loss: 0.0311568 | val_loss: 0.0311665 | Time: 3457.82 ms [2021-01-21 03:23:54 main:574] : INFO : Epoch 855 | loss: 0.0311599 | val_loss: 0.0311629 | Time: 3574.81 ms [2021-01-21 03:23:59 main:574] : INFO : Epoch 856 | loss: 0.0311586 | val_loss: 0.0311624 | Time: 4012.38 ms [2021-01-21 03:24:02 main:574] : INFO : Epoch 857 | loss: 0.0311542 | val_loss: 0.0311609 | Time: 3609.08 ms [2021-01-21 03:24:06 main:574] : INFO : Epoch 858 | loss: 0.0311543 | val_loss: 0.0311604 | Time: 3483.75 ms [2021-01-21 03:24:10 main:574] : INFO : Epoch 859 | loss: 0.0311537 | val_loss: 0.0311614 | Time: 3751.16 ms [2021-01-21 03:24:13 main:574] : INFO : Epoch 860 | loss: 0.0311541 | val_loss: 0.0311601 | Time: 3571.88 ms [2021-01-21 03:24:17 main:574] : INFO : Epoch 861 | loss: 0.0311524 | val_loss: 0.0311583 | Time: 3698.06 ms [2021-01-21 03:24:21 main:574] : INFO : Epoch 862 | loss: 0.0311512 | val_loss: 0.0311583 | Time: 3507.93 ms [2021-01-21 03:24:25 main:574] : INFO : Epoch 863 | loss: 0.0311514 | val_loss: 0.0311578 | Time: 3639.71 ms [2021-01-21 03:24:28 main:574] : INFO : Epoch 864 | loss: 0.0311517 | val_loss: 0.0311633 | Time: 3405.33 ms [2021-01-21 03:24:32 main:574] : INFO : Epoch 865 | loss: 0.0311535 | val_loss: 0.0311638 | Time: 3774.4 ms [2021-01-21 03:24:36 main:574] : INFO : Epoch 866 | loss: 0.0311529 | val_loss: 0.0311605 | Time: 3456.58 ms [2021-01-21 03:24:39 main:574] : INFO : Epoch 867 | loss: 0.0311548 | val_loss: 0.0311636 | Time: 3478.77 ms [2021-01-21 03:24:43 main:574] : INFO : Epoch 868 | loss: 0.0311552 | val_loss: 0.0311608 | Time: 3907.9 ms [2021-01-21 03:24:47 main:574] : INFO : Epoch 869 | loss: 0.0311525 | val_loss: 0.0311599 | Time: 3509.68 ms [2021-01-21 03:24:51 main:574] : INFO : Epoch 870 | loss: 0.0311533 | val_loss: 0.0311583 | Time: 3721.08 ms [2021-01-21 03:24:54 main:574] : INFO : Epoch 871 | loss: 0.0311523 | val_loss: 0.0311607 | Time: 3417.23 ms [2021-01-21 03:24:58 main:574] : INFO : Epoch 872 | loss: 0.0311519 | val_loss: 0.0311609 | Time: 3956.33 ms [2021-01-21 03:25:02 main:574] : INFO : Epoch 873 | loss: 0.0311531 | val_loss: 0.0311584 | Time: 3918.19 ms [2021-01-21 03:25:06 main:574] : INFO : Epoch 874 | loss: 0.0311512 | val_loss: 0.0311591 | Time: 3943.67 ms [2021-01-21 03:25:10 main:574] : INFO : Epoch 875 | loss: 0.0311485 | val_loss: 0.0311581 | Time: 3770.25 ms [2021-01-21 03:25:14 main:574] : INFO : Epoch 876 | loss: 0.0311502 | val_loss: 0.0311649 | Time: 3489.33 ms [2021-01-21 03:25:17 main:574] : INFO : Epoch 877 | loss: 0.0311507 | val_loss: 0.031167 | Time: 3513.22 ms [2021-01-21 03:25:21 main:574] : INFO : Epoch 878 | loss: 0.0311527 | val_loss: 0.0311578 | Time: 3622.31 ms [2021-01-21 03:25:25 main:574] : INFO : Epoch 879 | loss: 0.0311507 | val_loss: 0.0311595 | Time: 3691.82 ms [2021-01-21 03:25:29 main:574] : INFO : Epoch 880 | loss: 0.0311511 | val_loss: 0.0311605 | Time: 3577.43 ms [2021-01-21 03:25:33 main:574] : INFO : Epoch 881 | loss: 0.0311507 | val_loss: 0.0311652 | Time: 3999.43 ms [2021-01-21 03:25:36 main:574] : INFO : Epoch 882 | loss: 0.0311499 | val_loss: 0.031159 | Time: 3534.24 ms [2021-01-21 03:25:40 main:574] : INFO : Epoch 883 | loss: 0.0311508 | val_loss: 0.0311666 | Time: 3521.2 ms [2021-01-21 03:25:44 main:574] : INFO : Epoch 884 | loss: 0.0311526 | val_loss: 0.0311608 | Time: 3593.72 ms [2021-01-21 03:25:47 main:574] : INFO : Epoch 885 | loss: 0.0311482 | val_loss: 0.0311573 | Time: 3561.38 ms [2021-01-21 03:25:51 main:574] : INFO : Epoch 886 | loss: 0.0311488 | val_loss: 0.0311638 | Time: 3403.86 ms [2021-01-21 03:25:55 main:574] : INFO : Epoch 887 | loss: 0.0311527 | val_loss: 0.0311573 | Time: 3651.52 ms [2021-01-21 03:25:58 main:574] : INFO : Epoch 888 | loss: 0.0311497 | val_loss: 0.0311644 | Time: 3558.81 ms [2021-01-21 03:26:02 main:574] : INFO : Epoch 889 | loss: 0.0311487 | val_loss: 0.0311586 | Time: 3614.95 ms [2021-01-21 03:26:06 main:574] : INFO : Epoch 890 | loss: 0.0311486 | val_loss: 0.0311568 | Time: 3873.69 ms [2021-01-21 03:26:10 main:574] : INFO : Epoch 891 | loss: 0.0311472 | val_loss: 0.0311576 | Time: 3680.24 ms [2021-01-21 03:26:14 main:574] : INFO : Epoch 892 | loss: 0.0311474 | val_loss: 0.0311566 | Time: 3787.14 ms [2021-01-21 03:26:18 main:574] : INFO : Epoch 893 | loss: 0.0311474 | val_loss: 0.0311569 | Time: 3946.07 ms [2021-01-21 03:26:21 main:574] : INFO : Epoch 894 | loss: 0.0311462 | val_loss: 0.0311556 | Time: 3571.42 ms [2021-01-21 03:26:25 main:574] : INFO : Epoch 895 | loss: 0.0311458 | val_loss: 0.0311568 | Time: 3891.18 ms [2021-01-21 03:26:29 main:574] : INFO : Epoch 896 | loss: 0.0311467 | val_loss: 0.0311659 | Time: 3634.68 ms [2021-01-21 03:26:33 main:574] : INFO : Epoch 897 | loss: 0.031148 | val_loss: 0.0311559 | Time: 3893.41 ms [2021-01-21 03:26:37 main:574] : INFO : Epoch 898 | loss: 0.0311475 | val_loss: 0.0311568 | Time: 3437.14 ms [2021-01-21 03:26:40 main:574] : INFO : Epoch 899 | loss: 0.0311462 | val_loss: 0.031155 | Time: 3439.05 ms [2021-01-21 03:26:44 main:574] : INFO : Epoch 900 | loss: 0.0311462 | val_loss: 0.031156 | Time: 3988.66 ms [2021-01-21 03:26:48 main:574] : INFO : Epoch 901 | loss: 0.0311488 | val_loss: 0.0311624 | Time: 3982.92 ms [2021-01-21 03:26:52 main:574] : INFO : Epoch 902 | loss: 0.0311512 | val_loss: 0.0311567 | Time: 3606.72 ms [2021-01-21 03:26:56 main:574] : INFO : Epoch 903 | loss: 0.0311475 | val_loss: 0.0311547 | Time: 3778.58 ms [2021-01-21 03:27:00 main:574] : INFO : Epoch 904 | loss: 0.031149 | val_loss: 0.0311653 | Time: 3968.44 ms [2021-01-21 03:27:04 main:574] : INFO : Epoch 905 | loss: 0.0311483 | val_loss: 0.0311611 | Time: 3451.93 ms [2021-01-21 03:27:07 main:574] : INFO : Epoch 906 | loss: 0.0311483 | val_loss: 0.0311551 | Time: 3427.68 ms [2021-01-21 03:27:11 main:574] : INFO : Epoch 907 | loss: 0.0311472 | val_loss: 0.031156 | Time: 3854.84 ms [2021-01-21 03:27:15 main:574] : INFO : Epoch 908 | loss: 0.0311459 | val_loss: 0.0311528 | Time: 3478.28 ms [2021-01-21 03:27:19 main:574] : INFO : Epoch 909 | loss: 0.0311455 | val_loss: 0.0311538 | Time: 3581.21 ms [2021-01-21 03:27:23 main:574] : INFO : Epoch 910 | loss: 0.0311453 | val_loss: 0.0311548 | Time: 3518.86 ms [2021-01-21 03:27:26 main:574] : INFO : Epoch 911 | loss: 0.0311448 | val_loss: 0.0311616 | Time: 3442.94 ms [2021-01-21 03:27:30 main:574] : INFO : Epoch 912 | loss: 0.0311525 | val_loss: 0.0311615 | Time: 3503.45 ms [2021-01-21 03:27:33 main:574] : INFO : Epoch 913 | loss: 0.0311482 | val_loss: 0.0311556 | Time: 3486.23 ms [2021-01-21 03:27:37 main:574] : INFO : Epoch 914 | loss: 0.0311487 | val_loss: 0.0311556 | Time: 3632.68 ms [2021-01-21 03:27:41 main:574] : INFO : Epoch 915 | loss: 0.0311457 | val_loss: 0.031155 | Time: 3801.58 ms [2021-01-21 03:27:45 main:574] : INFO : Epoch 916 | loss: 0.0311487 | val_loss: 0.0311594 | Time: 3509 ms [2021-01-21 03:27:49 main:574] : INFO : Epoch 917 | loss: 0.0311458 | val_loss: 0.0311559 | Time: 3904.64 ms [2021-01-21 03:27:52 main:574] : INFO : Epoch 918 | loss: 0.031146 | val_loss: 0.031155 | Time: 3561.19 ms [2021-01-21 03:27:56 main:574] : INFO : Epoch 919 | loss: 0.0311456 | val_loss: 0.0311532 | Time: 3627.62 ms [2021-01-21 03:28:00 main:574] : INFO : Epoch 920 | loss: 0.0311481 | val_loss: 0.0311573 | Time: 3646.17 ms [2021-01-21 03:28:03 main:574] : INFO : Epoch 921 | loss: 0.0311443 | val_loss: 0.0311528 | Time: 3477.06 ms [2021-01-21 03:28:07 main:574] : INFO : Epoch 922 | loss: 0.0311433 | val_loss: 0.031154 | Time: 3602.04 ms [2021-01-21 03:28:11 main:574] : INFO : Epoch 923 | loss: 0.0311486 | val_loss: 0.0311568 | Time: 3535.69 ms [2021-01-21 03:28:14 main:574] : INFO : Epoch 924 | loss: 0.0311455 | val_loss: 0.0311527 | Time: 3492.3 ms [2021-01-21 03:28:18 main:574] : INFO : Epoch 925 | loss: 0.031145 | val_loss: 0.0311638 | Time: 3659.26 ms [2021-01-21 03:28:22 main:574] : INFO : Epoch 926 | loss: 0.0311474 | val_loss: 0.0311531 | Time: 4031.95 ms [2021-01-21 03:28:26 main:574] : INFO : Epoch 927 | loss: 0.0311437 | val_loss: 0.0311535 | Time: 3465.65 ms [2021-01-21 03:28:30 main:574] : INFO : Epoch 928 | loss: 0.0311463 | val_loss: 0.0311589 | Time: 3964.49 ms [2021-01-21 03:28:34 main:574] : INFO : Epoch 929 | loss: 0.0311517 | val_loss: 0.0311607 | Time: 3563.62 ms [2021-01-21 03:28:38 main:574] : INFO : Epoch 930 | loss: 0.0311457 | val_loss: 0.031154 | Time: 3877.66 ms [2021-01-21 03:28:42 main:574] : INFO : Epoch 931 | loss: 0.0311454 | val_loss: 0.0311606 | Time: 3913.15 ms [2021-01-21 03:28:46 main:574] : INFO : Epoch 932 | loss: 0.0311455 | val_loss: 0.0311546 | Time: 3649.25 ms [2021-01-21 03:28:50 main:574] : INFO : Epoch 933 | loss: 0.0311453 | val_loss: 0.0311539 | Time: 4002.74 ms [2021-01-21 03:28:54 main:574] : INFO : Epoch 934 | loss: 0.0311449 | val_loss: 0.0311552 | Time: 3818.99 ms [2021-01-21 03:28:57 main:574] : INFO : Epoch 935 | loss: 0.0311443 | val_loss: 0.0311549 | Time: 3473.56 ms [2021-01-21 03:29:01 main:574] : INFO : Epoch 936 | loss: 0.0311449 | val_loss: 0.0311544 | Time: 3475.21 ms [2021-01-21 03:29:04 main:574] : INFO : Epoch 937 | loss: 0.0311443 | val_loss: 0.0311548 | Time: 3527.55 ms [2021-01-21 03:29:08 main:574] : INFO : Epoch 938 | loss: 0.031145 | val_loss: 0.0311574 | Time: 3570.8 ms [2021-01-21 03:29:12 main:574] : INFO : Epoch 939 | loss: 0.0311461 | val_loss: 0.0311562 | Time: 3969.98 ms [2021-01-21 03:29:16 main:574] : INFO : Epoch 940 | loss: 0.0311506 | val_loss: 0.0311577 | Time: 3891.5 ms [2021-01-21 03:29:20 main:574] : INFO : Epoch 941 | loss: 0.0311502 | val_loss: 0.0311687 | Time: 3509.49 ms [2021-01-21 03:29:24 main:574] : INFO : Epoch 942 | loss: 0.0311529 | val_loss: 0.0311571 | Time: 3698.5 ms [2021-01-21 03:29:27 main:574] : INFO : Epoch 943 | loss: 0.0311477 | val_loss: 0.0311539 | Time: 3497.65 ms [2021-01-21 03:29:31 main:574] : INFO : Epoch 944 | loss: 0.0311455 | val_loss: 0.0311571 | Time: 3450.86 ms [2021-01-21 03:29:35 main:574] : INFO : Epoch 945 | loss: 0.031146 | val_loss: 0.0311549 | Time: 3970.13 ms [2021-01-21 03:29:38 main:574] : INFO : Epoch 946 | loss: 0.0311436 | val_loss: 0.0311568 | Time: 3445.43 ms [2021-01-21 03:29:42 main:574] : INFO : Epoch 947 | loss: 0.0311449 | val_loss: 0.0311568 | Time: 3509.89 ms [2021-01-21 03:29:46 main:574] : INFO : Epoch 948 | loss: 0.031144 | val_loss: 0.0311549 | Time: 3924.24 ms [2021-01-21 03:29:50 main:574] : INFO : Epoch 949 | loss: 0.0311506 | val_loss: 0.0311565 | Time: 3444.14 ms [2021-01-21 03:29:53 main:574] : INFO : Epoch 950 | loss: 0.0311558 | val_loss: 0.031159 | Time: 3500.25 ms [2021-01-21 03:29:58 main:574] : INFO : Epoch 951 | loss: 0.0311475 | val_loss: 0.0311631 | Time: 4038.15 ms [2021-01-21 03:30:01 main:574] : INFO : Epoch 952 | loss: 0.0311505 | val_loss: 0.0311614 | Time: 3522.47 ms [2021-01-21 03:30:05 main:574] : INFO : Epoch 953 | loss: 0.0311492 | val_loss: 0.0311569 | Time: 3715.75 ms [2021-01-21 03:30:09 main:574] : INFO : Epoch 954 | loss: 0.0311444 | val_loss: 0.0311549 | Time: 3768.48 ms [2021-01-21 03:30:13 main:574] : INFO : Epoch 955 | loss: 0.0311436 | val_loss: 0.031154 | Time: 3952.35 ms [2021-01-21 03:30:17 main:574] : INFO : Epoch 956 | loss: 0.0311441 | val_loss: 0.0311566 | Time: 3744.44 ms [2021-01-21 03:30:20 main:574] : INFO : Epoch 957 | loss: 0.0311446 | val_loss: 0.0311553 | Time: 3481.09 ms [2021-01-21 03:30:24 main:574] : INFO : Epoch 958 | loss: 0.0311447 | val_loss: 0.0311575 | Time: 3904.38 ms [2021-01-21 03:30:28 main:574] : INFO : Epoch 959 | loss: 0.031146 | val_loss: 0.031156 | Time: 3471.32 ms [2021-01-21 03:30:32 main:574] : INFO : Epoch 960 | loss: 0.0311458 | val_loss: 0.031157 | Time: 3620.41 ms [2021-01-21 03:30:35 main:574] : INFO : Epoch 961 | loss: 0.031148 | val_loss: 0.0311568 | Time: 3473.33 ms [2021-01-21 03:30:39 main:574] : INFO : Epoch 962 | loss: 0.0311455 | val_loss: 0.0311545 | Time: 3577.65 ms [2021-01-21 03:30:43 main:574] : INFO : Epoch 963 | loss: 0.0311456 | val_loss: 0.0311589 | Time: 3520.98 ms [2021-01-21 03:30:46 main:574] : INFO : Epoch 964 | loss: 0.0311442 | val_loss: 0.0311563 | Time: 3632.39 ms [2021-01-21 03:30:50 main:574] : INFO : Epoch 965 | loss: 0.0311436 | val_loss: 0.0311539 | Time: 3451.28 ms [2021-01-21 03:30:54 main:574] : INFO : Epoch 966 | loss: 0.031144 | val_loss: 0.0311586 | Time: 3859.92 ms [2021-01-21 03:30:58 main:574] : INFO : Epoch 967 | loss: 0.0311485 | val_loss: 0.0311629 | Time: 3887.14 ms [2021-01-21 03:31:02 main:574] : INFO : Epoch 968 | loss: 0.031151 | val_loss: 0.0311686 | Time: 3848.77 ms [2021-01-21 03:31:06 main:574] : INFO : Epoch 969 | loss: 0.0311541 | val_loss: 0.0311586 | Time: 3856.87 ms [2021-01-21 03:31:10 main:574] : INFO : Epoch 970 | loss: 0.0311507 | val_loss: 0.0311612 | Time: 3940.18 ms [2021-01-21 03:31:14 main:574] : INFO : Epoch 971 | loss: 0.0311501 | val_loss: 0.0311567 | Time: 4008.57 ms [2021-01-21 03:31:18 main:574] : INFO : Epoch 972 | loss: 0.0311471 | val_loss: 0.0311563 | Time: 3478.23 ms [2021-01-21 03:31:22 main:574] : INFO : Epoch 973 | loss: 0.031145 | val_loss: 0.0311549 | Time: 4028.69 ms [2021-01-21 03:31:26 main:574] : INFO : Epoch 974 | loss: 0.0311444 | val_loss: 0.0311549 | Time: 4001.01 ms [2021-01-21 03:31:29 main:574] : INFO : Epoch 975 | loss: 0.0311479 | val_loss: 0.0311578 | Time: 3481.11 ms [2021-01-21 03:31:34 main:574] : INFO : Epoch 976 | loss: 0.0311475 | val_loss: 0.0311543 | Time: 4022.41 ms [2021-01-21 03:31:37 main:574] : INFO : Epoch 977 | loss: 0.0311438 | val_loss: 0.0311533 | Time: 3589.13 ms [2021-01-21 03:31:41 main:574] : INFO : Epoch 978 | loss: 0.0311426 | val_loss: 0.0311528 | Time: 3616.12 ms [2021-01-21 03:31:45 main:574] : INFO : Epoch 979 | loss: 0.0311434 | val_loss: 0.0311559 | Time: 3924.62 ms [2021-01-21 03:31:48 main:574] : INFO : Epoch 980 | loss: 0.0311448 | val_loss: 0.0311589 | Time: 3402.37 ms [2021-01-21 03:31:52 main:574] : INFO : Epoch 981 | loss: 0.0311514 | val_loss: 0.031169 | Time: 3481.54 ms [2021-01-21 03:31:56 main:574] : INFO : Epoch 982 | loss: 0.0311491 | val_loss: 0.031155 | Time: 3567.66 ms [2021-01-21 03:31:59 main:574] : INFO : Epoch 983 | loss: 0.0311443 | val_loss: 0.0311537 | Time: 3432.98 ms [2021-01-21 03:32:03 main:574] : INFO : Epoch 984 | loss: 0.0311462 | val_loss: 0.031156 | Time: 3869.1 ms [2021-01-21 03:32:07 main:574] : INFO : Epoch 985 | loss: 0.0311465 | val_loss: 0.0311603 | Time: 3501.46 ms [2021-01-21 03:32:11 main:574] : INFO : Epoch 986 | loss: 0.0311444 | val_loss: 0.031153 | Time: 3728.4 ms [2021-01-21 03:32:14 main:574] : INFO : Epoch 987 | loss: 0.0311415 | val_loss: 0.0311526 | Time: 3450.62 ms [2021-01-21 03:32:18 main:574] : INFO : Epoch 988 | loss: 0.0311479 | val_loss: 0.0311584 | Time: 3431.62 ms [2021-01-21 03:32:22 main:574] : INFO : Epoch 989 | loss: 0.0311483 | val_loss: 0.0311543 | Time: 3772.1 ms [2021-01-21 03:32:26 main:574] : INFO : Epoch 990 | loss: 0.0311452 | val_loss: 0.0311523 | Time: 3889.52 ms [2021-01-21 03:32:30 main:574] : INFO : Epoch 991 | loss: 0.0311426 | val_loss: 0.0311542 | Time: 4054.14 ms [2021-01-21 03:32:34 main:574] : INFO : Epoch 992 | loss: 0.0311424 | val_loss: 0.0311526 | Time: 3614.92 ms [2021-01-21 03:32:37 main:574] : INFO : Epoch 993 | loss: 0.0311415 | val_loss: 0.0311557 | Time: 3716.69 ms [2021-01-21 03:32:42 main:574] : INFO : Epoch 994 | loss: 0.0311429 | val_loss: 0.0311532 | Time: 3986.84 ms [2021-01-21 03:32:45 main:574] : INFO : Epoch 995 | loss: 0.0311428 | val_loss: 0.0311525 | Time: 3586.53 ms [2021-01-21 03:32:49 main:574] : INFO : Epoch 996 | loss: 0.0311435 | val_loss: 0.0311516 | Time: 3967.59 ms [2021-01-21 03:32:53 main:574] : INFO : Epoch 997 | loss: 0.0311429 | val_loss: 0.031156 | Time: 3552.41 ms [2021-01-21 03:32:57 main:574] : INFO : Epoch 998 | loss: 0.0311435 | val_loss: 0.0311541 | Time: 3599.2 ms [2021-01-21 03:33:00 main:574] : INFO : Epoch 999 | loss: 0.0311433 | val_loss: 0.0311562 | Time: 3457.74 ms [2021-01-21 03:33:04 main:574] : INFO : Epoch 1000 | loss: 0.0311489 | val_loss: 0.0311576 | Time: 3760.69 ms [2021-01-21 03:33:08 main:574] : INFO : Epoch 1001 | loss: 0.0311472 | val_loss: 0.0311572 | Time: 3944.35 ms [2021-01-21 03:33:12 main:574] : INFO : Epoch 1002 | loss: 0.0311442 | val_loss: 0.0311534 | Time: 3964.71 ms [2021-01-21 03:33:16 main:574] : INFO : Epoch 1003 | loss: 0.0311425 | val_loss: 0.0311543 | Time: 3498.89 ms [2021-01-21 03:33:20 main:574] : INFO : Epoch 1004 | loss: 0.0311426 | val_loss: 0.0311531 | Time: 3816.17 ms [2021-01-21 03:33:23 main:574] : INFO : Epoch 1005 | loss: 0.0311435 | val_loss: 0.0311545 | Time: 3631.96 ms [2021-01-21 03:33:27 main:574] : INFO : Epoch 1006 | loss: 0.0311405 | val_loss: 0.0311527 | Time: 3535.87 ms [2021-01-21 03:33:31 main:574] : INFO : Epoch 1007 | loss: 0.0311419 | val_loss: 0.0311527 | Time: 3463.08 ms [2021-01-21 03:33:35 main:574] : INFO : Epoch 1008 | loss: 0.0311446 | val_loss: 0.0311527 | Time: 4028.8 ms [2021-01-21 03:33:39 main:574] : INFO : Epoch 1009 | loss: 0.031144 | val_loss: 0.0311585 | Time: 3952.21 ms [2021-01-21 03:33:43 main:574] : INFO : Epoch 1010 | loss: 0.0311428 | val_loss: 0.0311515 | Time: 3745.63 ms [2021-01-21 03:33:46 main:574] : INFO : Epoch 1011 | loss: 0.0311415 | val_loss: 0.0311523 | Time: 3521.9 ms [2021-01-21 03:33:50 main:574] : INFO : Epoch 1012 | loss: 0.0311412 | val_loss: 0.0311503 | Time: 3940.23 ms [2021-01-21 03:33:54 main:574] : INFO : Epoch 1013 | loss: 0.0311431 | val_loss: 0.0311546 | Time: 3855.1 ms [2021-01-21 03:33:58 main:574] : INFO : Epoch 1014 | loss: 0.0311434 | val_loss: 0.031152 | Time: 3961.15 ms [2021-01-21 03:34:02 main:574] : INFO : Epoch 1015 | loss: 0.0311428 | val_loss: 0.0311525 | Time: 3485.16 ms [2021-01-21 03:34:06 main:574] : INFO : Epoch 1016 | loss: 0.0311415 | val_loss: 0.0311531 | Time: 3545.51 ms [2021-01-21 03:34:09 main:574] : INFO : Epoch 1017 | loss: 0.0311429 | val_loss: 0.031153 | Time: 3412.66 ms [2021-01-21 03:34:13 main:574] : INFO : Epoch 1018 | loss: 0.0311447 | val_loss: 0.0311567 | Time: 3493.68 ms [2021-01-21 03:34:16 main:574] : INFO : Epoch 1019 | loss: 0.0311456 | val_loss: 0.0311552 | Time: 3469.89 ms [2021-01-21 03:34:20 main:574] : INFO : Epoch 1020 | loss: 0.0311467 | val_loss: 0.031155 | Time: 3414.17 ms [2021-01-21 03:34:23 main:574] : INFO : Epoch 1021 | loss: 0.031149 | val_loss: 0.0311579 | Time: 3417.92 ms [2021-01-21 03:34:27 main:574] : INFO : Epoch 1022 | loss: 0.0311504 | val_loss: 0.0311548 | Time: 3498.13 ms [2021-01-21 03:34:31 main:574] : INFO : Epoch 1023 | loss: 0.0311473 | val_loss: 0.0311527 | Time: 3543.38 ms [2021-01-21 03:34:35 main:574] : INFO : Epoch 1024 | loss: 0.0311448 | val_loss: 0.0311524 | Time: 3830.8 ms [2021-01-21 03:34:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311524 [2021-01-21 03:34:35 main:603] : INFO : Saving end state to config to file [2021-01-21 03:34:35 main:608] : INFO : Success, exiting.. 03:34:35 (3048): 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)