Task 3718257
| Name | ParityMachine-1605152300-32632-14_0 |
| Workunit | 1904023 |
| Created | 18 Jan 2021, 13:38:05 UTC |
| Sent | 18 Jan 2021, 13:38:32 UTC |
| Report deadline | 25 Jan 2021, 13:38:32 UTC |
| Received | 18 Jan 2021, 23:34:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 0 min 10 sec |
| CPU time | 45 min 43 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 2,569.86 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 514 | loss: 0.031165 | val_loss: 0.0311701 | Time: 3127.26 ms [2021-01-19 00:02:10 main:574] : INFO : Epoch 515 | loss: 0.0311637 | val_loss: 0.0311685 | Time: 3095.19 ms [2021-01-19 00:02:14 main:574] : INFO : Epoch 516 | loss: 0.0311637 | val_loss: 0.0311707 | Time: 3203.76 ms [2021-01-19 00:02:17 main:574] : INFO : Epoch 517 | loss: 0.0311628 | val_loss: 0.0311701 | Time: 3137.98 ms [2021-01-19 00:02:20 main:574] : INFO : Epoch 518 | loss: 0.0311622 | val_loss: 0.0311695 | Time: 3215.8 ms [2021-01-19 00:02:23 main:574] : INFO : Epoch 519 | loss: 0.0311613 | val_loss: 0.031168 | Time: 3179.66 ms [2021-01-19 00:02:27 main:574] : INFO : Epoch 520 | loss: 0.0311605 | val_loss: 0.0311692 | Time: 3523.45 ms [2021-01-19 00:02:30 main:574] : INFO : Epoch 521 | loss: 0.0311607 | val_loss: 0.0311698 | Time: 2504.3 ms [2021-01-19 00:02:33 main:574] : INFO : Epoch 522 | loss: 0.0311608 | val_loss: 0.031169 | Time: 3117.43 ms [2021-01-19 00:02:36 main:574] : INFO : Epoch 523 | loss: 0.0311604 | val_loss: 0.0311686 | Time: 3112.26 ms [2021-01-19 00:02:39 main:574] : INFO : Epoch 524 | loss: 0.0311605 | val_loss: 0.0311703 | Time: 3147.22 ms [2021-01-19 00:02:43 main:574] : INFO : Epoch 525 | loss: 0.0311604 | val_loss: 0.0311701 | Time: 3231.25 ms [2021-01-19 00:02:47 main:574] : INFO : Epoch 526 | loss: 0.0311608 | val_loss: 0.0311689 | Time: 3179.48 ms [2021-01-19 00:02:50 main:574] : INFO : Epoch 527 | loss: 0.03116 | val_loss: 0.0311702 | Time: 3081.03 ms [2021-01-19 00:02:55 main:574] : INFO : Epoch 528 | loss: 0.0311596 | val_loss: 0.0311708 | Time: 3287.64 ms [2021-01-19 00:02:59 main:574] : INFO : Epoch 529 | loss: 0.0311603 | val_loss: 0.03117 | Time: 3181.85 ms [2021-01-19 00:03:02 main:574] : INFO : Epoch 530 | loss: 0.0311606 | val_loss: 0.03117 | Time: 3070.02 ms [2021-01-19 00:03:05 main:574] : INFO : Epoch 531 | loss: 0.0311618 | val_loss: 0.0311696 | Time: 3138.38 ms [2021-01-19 00:03:08 main:574] : INFO : Epoch 532 | loss: 0.031163 | val_loss: 0.0311726 | Time: 3166 ms [2021-01-19 00:03:11 main:574] : INFO : Epoch 533 | loss: 0.0311619 | val_loss: 0.0311713 | Time: 3193.86 ms [2021-01-19 00:03:15 main:574] : INFO : Epoch 534 | loss: 0.0311594 | val_loss: 0.0311693 | Time: 3269.69 ms [2021-01-19 00:03:18 main:574] : INFO : Epoch 535 | loss: 0.0311579 | val_loss: 0.0311677 | Time: 3100.78 ms [2021-01-19 00:03:21 main:574] : INFO : Epoch 536 | loss: 0.0311574 | val_loss: 0.0311687 | Time: 3083.63 ms [2021-01-19 00:03:24 main:574] : INFO : Epoch 537 | loss: 0.0311578 | val_loss: 0.0311691 | Time: 3102.66 ms [2021-01-19 00:03:27 main:574] : INFO : Epoch 538 | loss: 0.0311572 | val_loss: 0.0311688 | Time: 2818.92 ms [2021-01-19 00:03:30 main:574] : INFO : Epoch 539 | loss: 0.0311569 | val_loss: 0.0311679 | Time: 2950.3 ms [2021-01-19 00:03:36 main:574] : INFO : Epoch 540 | loss: 0.0311561 | val_loss: 0.0311691 | Time: 2999.35 ms [2021-01-19 00:03:40 main:574] : INFO : Epoch 541 | loss: 0.0311567 | val_loss: 0.0311695 | Time: 3117.99 ms [2021-01-19 00:03:45 main:574] : INFO : Epoch 542 | loss: 0.0311572 | val_loss: 0.031171 | Time: 3270.36 ms [2021-01-19 00:03:48 main:574] : INFO : Epoch 543 | loss: 0.0311595 | val_loss: 0.031178 | Time: 3165.45 ms [2021-01-19 00:03:51 main:574] : INFO : Epoch 544 | loss: 0.0311739 | val_loss: 0.031179 | Time: 3088.9 ms [2021-01-19 00:03:55 main:574] : INFO : Epoch 545 | loss: 0.0311728 | val_loss: 0.0311757 | Time: 3382.95 ms [2021-01-19 00:03:59 main:574] : INFO : Epoch 546 | loss: 0.0311709 | val_loss: 0.031175 | Time: 3112.7 ms [2021-01-19 00:04:02 main:574] : INFO : Epoch 547 | loss: 0.0311692 | val_loss: 0.0311749 | Time: 3344.86 ms [2021-01-19 00:04:06 main:574] : INFO : Epoch 548 | loss: 0.031169 | val_loss: 0.0311752 | Time: 3246.61 ms [2021-01-19 00:04:09 main:574] : INFO : Epoch 549 | loss: 0.0311672 | val_loss: 0.0311738 | Time: 2999.96 ms [2021-01-19 00:04:14 main:574] : INFO : Epoch 550 | loss: 0.0311664 | val_loss: 0.0311758 | Time: 3208.06 ms [2021-01-19 00:04:17 main:574] : INFO : Epoch 551 | loss: 0.0311671 | val_loss: 0.0311759 | Time: 3097.4 ms [2021-01-19 00:04:21 main:574] : INFO : Epoch 552 | loss: 0.0311679 | val_loss: 0.0311747 | Time: 3125.54 ms [2021-01-19 00:04:24 main:574] : INFO : Epoch 553 | loss: 0.0311671 | val_loss: 0.0311742 | Time: 3059.93 ms [2021-01-19 00:04:27 main:574] : INFO : Epoch 554 | loss: 0.0311669 | val_loss: 0.0311755 | Time: 2418.73 ms [2021-01-19 00:04:30 main:574] : INFO : Epoch 555 | loss: 0.0311657 | val_loss: 0.0311741 | Time: 3155.41 ms [2021-01-19 00:04:34 main:574] : INFO : Epoch 556 | loss: 0.0311654 | val_loss: 0.0311726 | Time: 3356.18 ms [2021-01-19 00:04:37 main:574] : INFO : Epoch 557 | loss: 0.0311636 | val_loss: 0.0311734 | Time: 2530.66 ms [2021-01-19 00:04:40 main:574] : INFO : Epoch 558 | loss: 0.0311643 | val_loss: 0.0311741 | Time: 3085.76 ms [2021-01-19 00:04:45 main:574] : INFO : Epoch 559 | loss: 0.0311645 | val_loss: 0.0311714 | Time: 3326.34 ms [2021-01-19 00:04:50 main:574] : INFO : Epoch 560 | loss: 0.0311637 | val_loss: 0.0311717 | Time: 3166 ms [2021-01-19 00:04:53 main:574] : INFO : Epoch 561 | loss: 0.0311633 | val_loss: 0.0311729 | Time: 3182.59 ms [2021-01-19 00:04:56 main:574] : INFO : Epoch 562 | loss: 0.0311637 | val_loss: 0.0311717 | Time: 3087.88 ms [2021-01-19 00:05:01 main:574] : INFO : Epoch 563 | loss: 0.0311632 | val_loss: 0.031172 | Time: 3366.9 ms [2021-01-19 00:05:04 main:574] : INFO : Epoch 564 | loss: 0.0311634 | val_loss: 0.0311724 | Time: 3146.37 ms [2021-01-19 00:05:07 main:574] : INFO : Epoch 565 | loss: 0.0311631 | val_loss: 0.0311729 | Time: 3120.06 ms [2021-01-19 00:05:10 main:574] : INFO : Epoch 566 | loss: 0.0311629 | val_loss: 0.0311701 | Time: 3183.71 ms [2021-01-19 00:05:14 main:574] : INFO : Epoch 567 | loss: 0.0311626 | val_loss: 0.0311691 | Time: 3045.26 ms [2021-01-19 00:05:17 main:574] : INFO : Epoch 568 | loss: 0.0311629 | val_loss: 0.0311702 | Time: 3189.15 ms [2021-01-19 00:05:20 main:574] : INFO : Epoch 569 | loss: 0.0311625 | val_loss: 0.0311697 | Time: 3163.17 ms [2021-01-19 00:05:23 main:574] : INFO : Epoch 570 | loss: 0.0311629 | val_loss: 0.0311692 | Time: 3137.32 ms [2021-01-19 00:05:26 main:574] : INFO : Epoch 571 | loss: 0.0311639 | val_loss: 0.0311711 | Time: 3239.48 ms [2021-01-19 00:05:30 main:574] : INFO : Epoch 572 | loss: 0.0311628 | val_loss: 0.0311746 | Time: 3032.46 ms [2021-01-19 00:05:34 main:574] : INFO : Epoch 573 | loss: 0.0311633 | val_loss: 0.0311693 | Time: 3180.09 ms [2021-01-19 00:05:37 main:574] : INFO : Epoch 574 | loss: 0.0311649 | val_loss: 0.0311715 | Time: 3190.08 ms [2021-01-19 00:05:40 main:574] : INFO : Epoch 575 | loss: 0.0311668 | val_loss: 0.0311722 | Time: 2701.17 ms [2021-01-19 00:05:43 main:574] : INFO : Epoch 576 | loss: 0.0311691 | val_loss: 0.0311729 | Time: 3074.38 ms [2021-01-19 00:05:47 main:574] : INFO : Epoch 577 | loss: 0.0311695 | val_loss: 0.0311711 | Time: 3427.68 ms [2021-01-19 00:05:51 main:574] : INFO : Epoch 578 | loss: 0.031169 | val_loss: 0.0311724 | Time: 3149.67 ms [2021-01-19 00:05:54 main:574] : INFO : Epoch 579 | loss: 0.031168 | val_loss: 0.031172 | Time: 3173.79 ms [2021-01-19 00:05:57 main:574] : INFO : Epoch 580 | loss: 0.0311666 | val_loss: 0.0311712 | Time: 3281.31 ms [2021-01-19 00:06:01 main:574] : INFO : Epoch 581 | loss: 0.0311651 | val_loss: 0.0311708 | Time: 3239.83 ms [2021-01-19 00:06:06 main:574] : INFO : Epoch 582 | loss: 0.0311638 | val_loss: 0.0311704 | Time: 3125.29 ms [2021-01-19 00:06:09 main:574] : INFO : Epoch 583 | loss: 0.031164 | val_loss: 0.0311728 | Time: 3068.06 ms [2021-01-19 00:06:14 main:574] : INFO : Epoch 584 | loss: 0.031165 | val_loss: 0.0311691 | Time: 3266.11 ms [2021-01-19 00:06:17 main:574] : INFO : Epoch 585 | loss: 0.0311668 | val_loss: 0.0311745 | Time: 3164.86 ms [2021-01-19 00:06:20 main:574] : INFO : Epoch 586 | loss: 0.0311676 | val_loss: 0.0311729 | Time: 3082.4 ms [2021-01-19 00:06:23 main:574] : INFO : Epoch 587 | loss: 0.0311673 | val_loss: 0.0311713 | Time: 2700.16 ms [2021-01-19 00:06:26 main:574] : INFO : Epoch 588 | loss: 0.0311667 | val_loss: 0.0311718 | Time: 3105.39 ms [2021-01-19 00:06:30 main:574] : INFO : Epoch 589 | loss: 0.0311644 | val_loss: 0.0311747 | Time: 3072.31 ms [2021-01-19 00:06:35 main:574] : INFO : Epoch 590 | loss: 0.0311648 | val_loss: 0.031175 | Time: 3066.02 ms [2021-01-19 00:06:40 main:574] : INFO : Epoch 591 | loss: 0.0311707 | val_loss: 0.0311797 | Time: 3307.37 ms [2021-01-19 00:06:43 main:574] : INFO : Epoch 592 | loss: 0.0311723 | val_loss: 0.0311808 | Time: 3156.2 ms [2021-01-19 00:06:49 main:574] : INFO : Epoch 593 | loss: 0.0311743 | val_loss: 0.0311775 | Time: 3146.52 ms [2021-01-19 00:06:53 main:574] : INFO : Epoch 594 | loss: 0.031171 | val_loss: 0.0311779 | Time: 3184.33 ms [2021-01-19 00:06:57 main:574] : INFO : Epoch 595 | loss: 0.0311693 | val_loss: 0.0311778 | Time: 3164.08 ms [2021-01-19 00:07:00 main:574] : INFO : Epoch 596 | loss: 0.0311692 | val_loss: 0.0311761 | Time: 3128.78 ms [2021-01-19 00:07:03 main:574] : INFO : Epoch 597 | loss: 0.0311675 | val_loss: 0.0311767 | Time: 3312.39 ms [2021-01-19 00:07:07 main:574] : INFO : Epoch 598 | loss: 0.0311669 | val_loss: 0.0311773 | Time: 3510.9 ms [2021-01-19 00:07:10 main:574] : INFO : Epoch 599 | loss: 0.0311673 | val_loss: 0.0311774 | Time: 3310.95 ms [2021-01-19 00:07:13 main:574] : INFO : Epoch 600 | loss: 0.0311662 | val_loss: 0.0311803 | Time: 3083.12 ms [2021-01-19 00:07:16 main:574] : INFO : Epoch 601 | loss: 0.0311661 | val_loss: 0.031177 | Time: 3161.9 ms [2021-01-19 00:07:20 main:574] : INFO : Epoch 602 | loss: 0.0311652 | val_loss: 0.0311767 | Time: 3415.55 ms [2021-01-19 00:07:23 main:574] : INFO : Epoch 603 | loss: 0.0311649 | val_loss: 0.0311772 | Time: 3072.74 ms [2021-01-19 00:07:26 main:574] : INFO : Epoch 604 | loss: 0.0311665 | val_loss: 0.0311773 | Time: 3151.98 ms [2021-01-19 00:07:30 main:574] : INFO : Epoch 605 | loss: 0.0311689 | val_loss: 0.0311761 | Time: 3179.51 ms [2021-01-19 00:07:33 main:574] : INFO : Epoch 606 | loss: 0.0311693 | val_loss: 0.0311788 | Time: 3066.86 ms [2021-01-19 00:07:37 main:574] : INFO : Epoch 607 | loss: 0.0311676 | val_loss: 0.0311736 | Time: 3080.36 ms [2021-01-19 00:07:39 main:574] : INFO : Epoch 608 | loss: 0.0311659 | val_loss: 0.0311765 | Time: 2704.97 ms [2021-01-19 00:07:43 main:574] : INFO : Epoch 609 | loss: 0.0311662 | val_loss: 0.031177 | Time: 3187.77 ms [2021-01-19 00:07:48 main:574] : INFO : Epoch 610 | loss: 0.0311656 | val_loss: 0.0311762 | Time: 3429.26 ms [2021-01-19 00:07:51 main:574] : INFO : Epoch 611 | loss: 0.0311643 | val_loss: 0.031175 | Time: 3293.99 ms [2021-01-19 00:07:54 main:574] : INFO : Epoch 612 | loss: 0.0311645 | val_loss: 0.0311802 | Time: 3250.64 ms [2021-01-19 00:07:58 main:574] : INFO : Epoch 613 | loss: 0.0311649 | val_loss: 0.0311739 | Time: 3128.2 ms [2021-01-19 00:08:01 main:574] : INFO : Epoch 614 | loss: 0.031163 | val_loss: 0.0311733 | Time: 3153.9 ms [2021-01-19 00:08:04 main:574] : INFO : Epoch 615 | loss: 0.0311637 | val_loss: 0.031172 | Time: 3062.42 ms [2021-01-19 00:08:09 main:574] : INFO : Epoch 616 | loss: 0.0311621 | val_loss: 0.0311709 | Time: 3124.87 ms [2021-01-19 00:08:15 main:574] : INFO : Epoch 617 | loss: 0.0311611 | val_loss: 0.0311716 | Time: 3161.99 ms [2021-01-19 00:08:18 main:574] : INFO : Epoch 618 | loss: 0.0311607 | val_loss: 0.0311725 | Time: 2991.28 ms [2021-01-19 00:08:23 main:574] : INFO : Epoch 619 | loss: 0.0311623 | val_loss: 0.0311699 | Time: 3056.18 ms [2021-01-19 00:08:28 main:574] : INFO : Epoch 620 | loss: 0.0311631 | val_loss: 0.0311713 | Time: 3095.01 ms [2021-01-19 00:08:32 main:574] : INFO : Epoch 621 | loss: 0.0311618 | val_loss: 0.0311697 | Time: 3008.7 ms [2021-01-19 00:08:36 main:574] : INFO : Epoch 622 | loss: 0.0311636 | val_loss: 0.0311695 | Time: 2959.04 ms [2021-01-19 00:08:39 main:574] : INFO : Epoch 623 | loss: 0.031162 | val_loss: 0.0311705 | Time: 2957.53 ms [2021-01-19 00:08:43 main:574] : INFO : Epoch 624 | loss: 0.0311627 | val_loss: 0.0311714 | Time: 2730.74 ms [2021-01-19 00:08:47 main:574] : INFO : Epoch 625 | loss: 0.031162 | val_loss: 0.0311675 | Time: 3074.07 ms [2021-01-19 00:08:51 main:574] : INFO : Epoch 626 | loss: 0.0311603 | val_loss: 0.0311698 | Time: 3219.94 ms [2021-01-19 00:08:54 main:574] : INFO : Epoch 627 | loss: 0.0311651 | val_loss: 0.03117 | Time: 3022.76 ms [2021-01-19 00:08:57 main:574] : INFO : Epoch 628 | loss: 0.0311609 | val_loss: 0.0311687 | Time: 3046.25 ms [2021-01-19 00:09:01 main:574] : INFO : Epoch 629 | loss: 0.0311595 | val_loss: 0.0311671 | Time: 3408.39 ms [2021-01-19 00:09:05 main:574] : INFO : Epoch 630 | loss: 0.0311587 | val_loss: 0.0311672 | Time: 3157.96 ms [2021-01-19 00:09:09 main:574] : INFO : Epoch 631 | loss: 0.031159 | val_loss: 0.0311691 | Time: 2992.05 ms [2021-01-19 00:09:13 main:574] : INFO : Epoch 632 | loss: 0.0311607 | val_loss: 0.0311697 | Time: 3375.89 ms [2021-01-19 00:09:17 main:574] : INFO : Epoch 633 | loss: 0.0311622 | val_loss: 0.0311707 | Time: 3183.78 ms [2021-01-19 00:09:20 main:574] : INFO : Epoch 634 | loss: 0.0311623 | val_loss: 0.0311671 | Time: 3157.1 ms [2021-01-19 00:09:24 main:574] : INFO : Epoch 635 | loss: 0.0311602 | val_loss: 0.0311688 | Time: 3396.48 ms [2021-01-19 00:09:27 main:574] : INFO : Epoch 636 | loss: 0.0311606 | val_loss: 0.0311668 | Time: 2726.75 ms [2021-01-19 00:09:30 main:574] : INFO : Epoch 637 | loss: 0.0311626 | val_loss: 0.0311746 | Time: 3244.01 ms [2021-01-19 00:09:33 main:574] : INFO : Epoch 638 | loss: 0.0311626 | val_loss: 0.0311668 | Time: 3163.27 ms [2021-01-19 00:09:37 main:574] : INFO : Epoch 639 | loss: 0.0311613 | val_loss: 0.0311693 | Time: 4105.16 ms [2021-01-19 00:09:41 main:574] : INFO : Epoch 640 | loss: 0.0311613 | val_loss: 0.0311659 | Time: 3522.3 ms [2021-01-19 00:09:44 main:574] : INFO : Epoch 641 | loss: 0.031163 | val_loss: 0.0311701 | Time: 3136.3 ms [2021-01-19 00:09:47 main:574] : INFO : Epoch 642 | loss: 0.0311638 | val_loss: 0.0311727 | Time: 2704.35 ms [2021-01-19 00:09:51 main:574] : INFO : Epoch 643 | loss: 0.0311647 | val_loss: 0.0311725 | Time: 3155.35 ms [2021-01-19 00:09:55 main:574] : INFO : Epoch 644 | loss: 0.031162 | val_loss: 0.0311697 | Time: 3180.33 ms [2021-01-19 00:09:58 main:574] : INFO : Epoch 645 | loss: 0.0311615 | val_loss: 0.0311678 | Time: 3033.3 ms [2021-01-19 00:10:02 main:574] : INFO : Epoch 646 | loss: 0.0311624 | val_loss: 0.0311748 | Time: 2999.82 ms [2021-01-19 00:10:05 main:574] : INFO : Epoch 647 | loss: 0.0311633 | val_loss: 0.0311679 | Time: 3271.76 ms [2021-01-19 00:10:10 main:574] : INFO : Epoch 648 | loss: 0.0311607 | val_loss: 0.0311678 | Time: 3234.17 ms [2021-01-19 00:10:13 main:574] : INFO : Epoch 649 | loss: 0.031159 | val_loss: 0.0311682 | Time: 3076.13 ms [2021-01-19 00:10:17 main:574] : INFO : Epoch 650 | loss: 0.0311688 | val_loss: 0.0311739 | Time: 3292.82 ms [2021-01-19 00:10:21 main:574] : INFO : Epoch 651 | loss: 0.0311697 | val_loss: 0.0311697 | Time: 3126.52 ms [2021-01-19 00:10:25 main:574] : INFO : Epoch 652 | loss: 0.0311705 | val_loss: 0.0311704 | Time: 3118.13 ms [2021-01-19 00:10:28 main:574] : INFO : Epoch 653 | loss: 0.0311687 | val_loss: 0.0311734 | Time: 3027.8 ms [2021-01-19 00:10:31 main:574] : INFO : Epoch 654 | loss: 0.0311693 | val_loss: 0.0311694 | Time: 3279.29 ms [2021-01-19 00:10:34 main:574] : INFO : Epoch 655 | loss: 0.0311666 | val_loss: 0.0311695 | Time: 3047.33 ms [2021-01-19 00:10:38 main:574] : INFO : Epoch 656 | loss: 0.0311651 | val_loss: 0.0311689 | Time: 3077.27 ms [2021-01-19 00:10:42 main:574] : INFO : Epoch 657 | loss: 0.0311643 | val_loss: 0.0311672 | Time: 3211.75 ms [2021-01-19 00:10:46 main:574] : INFO : Epoch 658 | loss: 0.0311651 | val_loss: 0.0311696 | Time: 3259.5 ms [2021-01-19 00:10:50 main:574] : INFO : Epoch 659 | loss: 0.0311647 | val_loss: 0.0311664 | Time: 3320.77 ms [2021-01-19 00:10:54 main:574] : INFO : Epoch 660 | loss: 0.0311657 | val_loss: 0.0311677 | Time: 3382.46 ms [2021-01-19 00:10:59 main:574] : INFO : Epoch 661 | loss: 0.0311655 | val_loss: 0.0311705 | Time: 3169.01 ms [2021-01-19 00:11:02 main:574] : INFO : Epoch 662 | loss: 0.0311699 | val_loss: 0.0311725 | Time: 3251.24 ms [2021-01-19 00:11:06 main:574] : INFO : Epoch 663 | loss: 0.0311679 | val_loss: 0.0311698 | Time: 3164.96 ms [2021-01-19 00:11:11 main:574] : INFO : Epoch 664 | loss: 0.0311671 | val_loss: 0.0311681 | Time: 3092.44 ms [2021-01-19 00:11:14 main:574] : INFO : Epoch 665 | loss: 0.0311694 | val_loss: 0.0311766 | Time: 3153.31 ms [2021-01-19 00:11:17 main:574] : INFO : Epoch 666 | loss: 0.0311751 | val_loss: 0.0311776 | Time: 3155.86 ms [2021-01-19 00:11:20 main:574] : INFO : Epoch 667 | loss: 0.0311851 | val_loss: 0.0311956 | Time: 3128.28 ms [2021-01-19 00:11:25 main:574] : INFO : Epoch 668 | loss: 0.0311867 | val_loss: 0.0311854 | Time: 3232.2 ms [2021-01-19 00:11:28 main:574] : INFO : Epoch 669 | loss: 0.0311826 | val_loss: 0.0311843 | Time: 3147.68 ms [2021-01-19 00:11:32 main:574] : INFO : Epoch 670 | loss: 0.0311814 | val_loss: 0.0311858 | Time: 3070.39 ms [2021-01-19 00:11:35 main:574] : INFO : Epoch 671 | loss: 0.0311798 | val_loss: 0.0311805 | Time: 3156.94 ms [2021-01-19 00:11:40 main:574] : INFO : Epoch 672 | loss: 0.031178 | val_loss: 0.0311823 | Time: 3095.61 ms [2021-01-19 00:11:46 main:574] : INFO : Epoch 673 | loss: 0.0311775 | val_loss: 0.0311767 | Time: 3125.62 ms [2021-01-19 00:11:50 main:574] : INFO : Epoch 674 | loss: 0.0311743 | val_loss: 0.0311755 | Time: 2951.85 ms [2021-01-19 00:11:54 main:574] : INFO : Epoch 675 | loss: 0.0311733 | val_loss: 0.0311769 | Time: 2728.42 ms [2021-01-19 00:11:58 main:574] : INFO : Epoch 676 | loss: 0.0311737 | val_loss: 0.031177 | Time: 3204.29 ms [2021-01-19 00:12:02 main:574] : INFO : Epoch 677 | loss: 0.0311757 | val_loss: 0.0311767 | Time: 3309.5 ms [2021-01-19 00:12:05 main:574] : INFO : Epoch 678 | loss: 0.031174 | val_loss: 0.0311752 | Time: 3031.98 ms [2021-01-19 00:12:10 main:574] : INFO : Epoch 679 | loss: 0.0311731 | val_loss: 0.0311768 | Time: 3116.36 ms [2021-01-19 00:12:13 main:574] : INFO : Epoch 680 | loss: 0.0311728 | val_loss: 0.0311745 | Time: 3155.25 ms [2021-01-19 00:12:16 main:574] : INFO : Epoch 681 | loss: 0.0311731 | val_loss: 0.0311766 | Time: 3184.11 ms [2021-01-19 00:12:21 main:574] : INFO : Epoch 682 | loss: 0.0311733 | val_loss: 0.0311749 | Time: 3149.9 ms [2021-01-19 00:12:25 main:574] : INFO : Epoch 683 | loss: 0.0311721 | val_loss: 0.0311753 | Time: 3149.28 ms [2021-01-19 00:12:29 main:574] : INFO : Epoch 684 | loss: 0.0311716 | val_loss: 0.0311758 | Time: 3246.09 ms [2021-01-19 00:12:32 main:574] : INFO : Epoch 685 | loss: 0.0311739 | val_loss: 0.0311794 | Time: 2570.21 ms [2021-01-19 00:12:35 main:574] : INFO : Epoch 686 | loss: 0.0311746 | val_loss: 0.0311761 | Time: 2990.72 ms [2021-01-19 00:12:38 main:574] : INFO : Epoch 687 | loss: 0.0311731 | val_loss: 0.031175 | Time: 3297.54 ms [2021-01-19 00:12:41 main:574] : INFO : Epoch 688 | loss: 0.0311735 | val_loss: 0.0311768 | Time: 3353.61 ms [2021-01-19 00:12:45 main:574] : INFO : Epoch 689 | loss: 0.0311736 | val_loss: 0.0311759 | Time: 3286.47 ms [2021-01-19 00:12:48 main:574] : INFO : Epoch 690 | loss: 0.0311746 | val_loss: 0.0311765 | Time: 3191.08 ms [2021-01-19 00:12:52 main:574] : INFO : Epoch 691 | loss: 0.0311725 | val_loss: 0.0311789 | Time: 2958.32 ms [2021-01-19 00:12:56 main:574] : INFO : Epoch 692 | loss: 0.0311733 | val_loss: 0.0311756 | Time: 2508.61 ms [2021-01-19 00:12:59 main:574] : INFO : Epoch 693 | loss: 0.0311733 | val_loss: 0.0311738 | Time: 3122.44 ms [2021-01-19 00:13:02 main:574] : INFO : Epoch 694 | loss: 0.0311714 | val_loss: 0.0311755 | Time: 3146.91 ms [2021-01-19 00:13:07 main:574] : INFO : Epoch 695 | loss: 0.0311718 | val_loss: 0.0311736 | Time: 3221.82 ms [2021-01-19 00:13:11 main:574] : INFO : Epoch 696 | loss: 0.0311712 | val_loss: 0.031176 | Time: 3187.97 ms [2021-01-19 00:13:14 main:574] : INFO : Epoch 697 | loss: 0.0311746 | val_loss: 0.031176 | Time: 3083.34 ms [2021-01-19 00:13:19 main:574] : INFO : Epoch 698 | loss: 0.0311729 | val_loss: 0.0311782 | Time: 3286.48 ms [2021-01-19 00:13:24 main:574] : INFO : Epoch 699 | loss: 0.0311738 | val_loss: 0.0311738 | Time: 2979.19 ms [2021-01-19 00:13:27 main:574] : INFO : Epoch 700 | loss: 0.0311744 | val_loss: 0.0311752 | Time: 2987.58 ms [2021-01-19 00:13:30 main:574] : INFO : Epoch 701 | loss: 0.0311729 | val_loss: 0.0311752 | Time: 2728.6 ms [2021-01-19 00:13:33 main:574] : INFO : Epoch 702 | loss: 0.0311734 | val_loss: 0.031178 | Time: 2590.5 ms [2021-01-19 00:13:36 main:574] : INFO : Epoch 703 | loss: 0.0311738 | val_loss: 0.0311828 | Time: 2972.19 ms [2021-01-19 00:13:40 main:574] : INFO : Epoch 704 | loss: 0.0311758 | val_loss: 0.0311747 | Time: 3144.17 ms [2021-01-19 00:13:43 main:574] : INFO : Epoch 705 | loss: 0.0311728 | val_loss: 0.0311733 | Time: 3179.08 ms [2021-01-19 00:13:48 main:574] : INFO : Epoch 706 | loss: 0.0311706 | val_loss: 0.031173 | Time: 3246.79 ms [2021-01-19 00:13:51 main:574] : INFO : Epoch 707 | loss: 0.031171 | val_loss: 0.0311737 | Time: 3027.41 ms [2021-01-19 00:13:57 main:574] : INFO : Epoch 708 | loss: 0.0311711 | val_loss: 0.0311721 | Time: 3189.8 ms [2021-01-19 00:14:00 main:574] : INFO : Epoch 709 | loss: 0.0311702 | val_loss: 0.0311737 | Time: 3079.87 ms [2021-01-19 00:14:04 main:574] : INFO : Epoch 710 | loss: 0.0311709 | val_loss: 0.031175 | Time: 3346.73 ms [2021-01-19 00:14:08 main:574] : INFO : Epoch 711 | loss: 0.0311703 | val_loss: 0.0311752 | Time: 3181.34 ms [2021-01-19 00:14:12 main:574] : INFO : Epoch 712 | loss: 0.0311687 | val_loss: 0.0311735 | Time: 3073.72 ms [2021-01-19 00:14:16 main:574] : INFO : Epoch 713 | loss: 0.0311731 | val_loss: 0.0311765 | Time: 3306.33 ms [2021-01-19 00:14:19 main:574] : INFO : Epoch 714 | loss: 0.0311722 | val_loss: 0.031175 | Time: 3077.26 ms [2021-01-19 00:14:22 main:574] : INFO : Epoch 715 | loss: 0.031171 | val_loss: 0.0311748 | Time: 3102.91 ms [2021-01-19 00:14:26 main:574] : INFO : Epoch 716 | loss: 0.0311702 | val_loss: 0.031176 | Time: 3374.86 ms [2021-01-19 00:14:30 main:574] : INFO : Epoch 717 | loss: 0.0311683 | val_loss: 0.031175 | Time: 3209.97 ms [2021-01-19 00:14:33 main:574] : INFO : Epoch 718 | loss: 0.031169 | val_loss: 0.0311756 | Time: 3567.53 ms [2021-01-19 00:14:36 main:574] : INFO : Epoch 719 | loss: 0.0311709 | val_loss: 0.0311761 | Time: 2974.97 ms [2021-01-19 00:14:40 main:574] : INFO : Epoch 720 | loss: 0.0311708 | val_loss: 0.0311782 | Time: 3460.58 ms [2021-01-19 00:14:44 main:574] : INFO : Epoch 721 | loss: 0.0311713 | val_loss: 0.0311804 | Time: 3505.76 ms [2021-01-19 00:14:47 main:574] : INFO : Epoch 722 | loss: 0.0311716 | val_loss: 0.0311769 | Time: 3233.84 ms [2021-01-19 00:14:50 main:574] : INFO : Epoch 723 | loss: 0.0311703 | val_loss: 0.0311771 | Time: 3257.66 ms [2021-01-19 00:14:54 main:574] : INFO : Epoch 724 | loss: 0.03117 | val_loss: 0.0311754 | Time: 3118.63 ms [2021-01-19 00:14:58 main:574] : INFO : Epoch 725 | loss: 0.0311701 | val_loss: 0.0311747 | Time: 3227.01 ms [2021-01-19 00:15:02 main:574] : INFO : Epoch 726 | loss: 0.0311698 | val_loss: 0.0311766 | Time: 3582.17 ms [2021-01-19 00:15:06 main:574] : INFO : Epoch 727 | loss: 0.0311694 | val_loss: 0.0311742 | Time: 3860.13 ms [2021-01-19 00:15:09 main:574] : INFO : Epoch 728 | loss: 0.0311686 | val_loss: 0.0311743 | Time: 3779.87 ms [2021-01-19 00:15:13 main:574] : INFO : Epoch 729 | loss: 0.0311733 | val_loss: 0.0311748 | Time: 3388.07 ms [2021-01-19 00:15:17 main:574] : INFO : Epoch 730 | loss: 0.0311746 | val_loss: 0.0311751 | Time: 3542.82 ms [2021-01-19 00:15:21 main:574] : INFO : Epoch 731 | loss: 0.0311731 | val_loss: 0.0311731 | Time: 3201.12 ms [2021-01-19 00:15:25 main:574] : INFO : Epoch 732 | loss: 0.0311725 | val_loss: 0.031177 | Time: 3356.95 ms [2021-01-19 00:15:28 main:574] : INFO : Epoch 733 | loss: 0.0311736 | val_loss: 0.0311768 | Time: 3215.38 ms [2021-01-19 00:15:31 main:574] : INFO : Epoch 734 | loss: 0.0311729 | val_loss: 0.0311767 | Time: 3423.41 ms [2021-01-19 00:15:35 main:574] : INFO : Epoch 735 | loss: 0.0311736 | val_loss: 0.0311772 | Time: 3160.07 ms [2021-01-19 00:15:39 main:574] : INFO : Epoch 736 | loss: 0.0311753 | val_loss: 0.0311783 | Time: 3563.46 ms [2021-01-19 00:15:43 main:574] : INFO : Epoch 737 | loss: 0.0311738 | val_loss: 0.0311755 | Time: 3784.07 ms [2021-01-19 00:15:47 main:574] : INFO : Epoch 738 | loss: 0.0311718 | val_loss: 0.0311747 | Time: 3497.98 ms [2021-01-19 00:15:51 main:574] : INFO : Epoch 739 | loss: 0.0311717 | val_loss: 0.0311756 | Time: 3151.93 ms [2021-01-19 00:15:55 main:574] : INFO : Epoch 740 | loss: 0.0311722 | val_loss: 0.0311751 | Time: 3695.24 ms [2021-01-19 00:15:59 main:574] : INFO : Epoch 741 | loss: 0.0311721 | val_loss: 0.0311782 | Time: 4004.01 ms [2021-01-19 00:16:03 main:574] : INFO : Epoch 742 | loss: 0.0311719 | val_loss: 0.0311766 | Time: 3859.53 ms [2021-01-19 00:16:07 main:574] : INFO : Epoch 743 | loss: 0.0311723 | val_loss: 0.0311735 | Time: 4052.98 ms [2021-01-19 00:16:11 main:574] : INFO : Epoch 744 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 3749.45 ms [2021-01-19 00:16:14 main:574] : INFO : Epoch 745 | loss: 0.0311708 | val_loss: 0.0311742 | Time: 3535.68 ms [2021-01-19 00:16:18 main:574] : INFO : Epoch 746 | loss: 0.0311704 | val_loss: 0.0311735 | Time: 3640.21 ms [2021-01-19 00:16:21 main:574] : INFO : Epoch 747 | loss: 0.0311708 | val_loss: 0.0311731 | Time: 3571.1 ms [2021-01-19 00:16:26 main:574] : INFO : Epoch 748 | loss: 0.0311699 | val_loss: 0.0311726 | Time: 4389.14 ms [2021-01-19 00:16:30 main:574] : INFO : Epoch 749 | loss: 0.0311698 | val_loss: 0.031172 | Time: 3992.19 ms [2021-01-19 00:16:34 main:574] : INFO : Epoch 750 | loss: 0.0311712 | val_loss: 0.0311753 | Time: 3325.4 ms [2021-01-19 00:16:37 main:574] : INFO : Epoch 751 | loss: 0.0311782 | val_loss: 0.0311771 | Time: 3320.15 ms [2021-01-19 00:16:41 main:574] : INFO : Epoch 752 | loss: 0.0311749 | val_loss: 0.0311759 | Time: 3456.01 ms [2021-01-19 00:16:45 main:574] : INFO : Epoch 753 | loss: 0.0311723 | val_loss: 0.0311772 | Time: 3158.34 ms [2021-01-19 00:16:49 main:574] : INFO : Epoch 754 | loss: 0.0311727 | val_loss: 0.0311764 | Time: 4119.3 ms [2021-01-19 00:16:53 main:574] : INFO : Epoch 755 | loss: 0.0311718 | val_loss: 0.0311749 | Time: 3881.02 ms [2021-01-19 00:16:56 main:574] : INFO : Epoch 756 | loss: 0.0311717 | val_loss: 0.0311758 | Time: 3584.62 ms [2021-01-19 00:17:00 main:574] : INFO : Epoch 757 | loss: 0.0311711 | val_loss: 0.0311746 | Time: 3401.76 ms [2021-01-19 00:17:03 main:574] : INFO : Epoch 758 | loss: 0.0311711 | val_loss: 0.0311762 | Time: 3519.34 ms [2021-01-19 00:17:07 main:574] : INFO : Epoch 759 | loss: 0.0311694 | val_loss: 0.0311767 | Time: 3280.3 ms [2021-01-19 00:17:10 main:574] : INFO : Epoch 760 | loss: 0.0311701 | val_loss: 0.0311739 | Time: 3274.86 ms [2021-01-19 00:17:13 main:574] : INFO : Epoch 761 | loss: 0.0311696 | val_loss: 0.0311787 | Time: 2837.31 ms [2021-01-19 00:17:17 main:574] : INFO : Epoch 762 | loss: 0.0311715 | val_loss: 0.0311789 | Time: 3729.05 ms [2021-01-19 00:17:21 main:574] : INFO : Epoch 763 | loss: 0.0311728 | val_loss: 0.0311751 | Time: 3873.14 ms [2021-01-19 00:17:26 main:574] : INFO : Epoch 764 | loss: 0.031171 | val_loss: 0.0311738 | Time: 4503.51 ms [2021-01-19 00:17:30 main:574] : INFO : Epoch 765 | loss: 0.0311677 | val_loss: 0.0311717 | Time: 3922.2 ms [2021-01-19 00:17:34 main:574] : INFO : Epoch 766 | loss: 0.031167 | val_loss: 0.0311724 | Time: 3825.31 ms [2021-01-19 00:17:37 main:574] : INFO : Epoch 767 | loss: 0.031168 | val_loss: 0.0311738 | Time: 3596.15 ms [2021-01-19 00:17:41 main:574] : INFO : Epoch 768 | loss: 0.0311681 | val_loss: 0.0311726 | Time: 3670.74 ms [2021-01-19 00:17:45 main:574] : INFO : Epoch 769 | loss: 0.0311668 | val_loss: 0.0311729 | Time: 3517.41 ms [2021-01-19 00:17:48 main:574] : INFO : Epoch 770 | loss: 0.0311671 | val_loss: 0.0311736 | Time: 3762.86 ms [2021-01-19 00:17:52 main:574] : INFO : Epoch 771 | loss: 0.0311675 | val_loss: 0.0311721 | Time: 3469.17 ms [2021-01-19 00:17:56 main:574] : INFO : Epoch 772 | loss: 0.0311673 | val_loss: 0.031172 | Time: 3353.13 ms [2021-01-19 00:18:00 main:574] : INFO : Epoch 773 | loss: 0.0311667 | val_loss: 0.0311713 | Time: 3717.12 ms [2021-01-19 00:18:03 main:574] : INFO : Epoch 774 | loss: 0.0311681 | val_loss: 0.0311726 | Time: 3466.63 ms [2021-01-19 00:18:07 main:574] : INFO : Epoch 775 | loss: 0.031168 | val_loss: 0.0311723 | Time: 3789.78 ms [2021-01-19 00:18:11 main:574] : INFO : Epoch 776 | loss: 0.0311678 | val_loss: 0.0311725 | Time: 3907.96 ms [2021-01-19 00:18:14 main:574] : INFO : Epoch 777 | loss: 0.0311675 | val_loss: 0.0311745 | Time: 3439.22 ms [2021-01-19 00:18:18 main:574] : INFO : Epoch 778 | loss: 0.03117 | val_loss: 0.0311779 | Time: 3427.13 ms [2021-01-19 00:18:22 main:574] : INFO : Epoch 779 | loss: 0.0311688 | val_loss: 0.0311726 | Time: 3924.06 ms [2021-01-19 00:18:26 main:574] : INFO : Epoch 780 | loss: 0.0311665 | val_loss: 0.0311717 | Time: 3754.12 ms [2021-01-19 00:18:29 main:574] : INFO : Epoch 781 | loss: 0.0311664 | val_loss: 0.0311713 | Time: 3145.43 ms [2021-01-19 00:18:33 main:574] : INFO : Epoch 782 | loss: 0.0311677 | val_loss: 0.0311698 | Time: 4038.44 ms [2021-01-19 00:18:38 main:574] : INFO : Epoch 783 | loss: 0.0311671 | val_loss: 0.0311705 | Time: 4687 ms [2021-01-19 00:18:42 main:574] : INFO : Epoch 784 | loss: 0.0311679 | val_loss: 0.0311713 | Time: 3709.4 ms [2021-01-19 00:18:46 main:574] : INFO : Epoch 785 | loss: 0.0311675 | val_loss: 0.0311709 | Time: 4215.68 ms [2021-01-19 00:18:50 main:574] : INFO : Epoch 786 | loss: 0.0311674 | val_loss: 0.0311714 | Time: 3827.28 ms [2021-01-19 00:18:54 main:574] : INFO : Epoch 787 | loss: 0.0311677 | val_loss: 0.0311722 | Time: 3813.97 ms [2021-01-19 00:18:57 main:574] : INFO : Epoch 788 | loss: 0.0311673 | val_loss: 0.0311707 | Time: 3631.26 ms [2021-01-19 00:19:01 main:574] : INFO : Epoch 789 | loss: 0.0311672 | val_loss: 0.0311707 | Time: 3766.79 ms [2021-01-19 00:19:05 main:574] : INFO : Epoch 790 | loss: 0.0311664 | val_loss: 0.0311715 | Time: 3632.88 ms [2021-01-19 00:19:09 main:574] : INFO : Epoch 791 | loss: 0.0311664 | val_loss: 0.031171 | Time: 3800.46 ms [2021-01-19 00:19:12 main:574] : INFO : Epoch 792 | loss: 0.0311666 | val_loss: 0.0311704 | Time: 3726.42 ms [2021-01-19 00:19:16 main:574] : INFO : Epoch 793 | loss: 0.0311656 | val_loss: 0.0311703 | Time: 3719.61 ms [2021-01-19 00:19:20 main:574] : INFO : Epoch 794 | loss: 0.0311645 | val_loss: 0.0311692 | Time: 3689.99 ms [2021-01-19 00:19:24 main:574] : INFO : Epoch 795 | loss: 0.0311651 | val_loss: 0.0311694 | Time: 3913.45 ms [2021-01-19 00:19:28 main:574] : INFO : Epoch 796 | loss: 0.0311645 | val_loss: 0.0311698 | Time: 3721.61 ms [2021-01-19 00:19:31 main:574] : INFO : Epoch 797 | loss: 0.0311647 | val_loss: 0.0311697 | Time: 3743.17 ms [2021-01-19 00:19:35 main:574] : INFO : Epoch 798 | loss: 0.0311659 | val_loss: 0.0311729 | Time: 3258.5 ms [2021-01-19 00:19:39 main:574] : INFO : Epoch 799 | loss: 0.0311647 | val_loss: 0.0311695 | Time: 3842.76 ms [2021-01-19 00:19:43 main:574] : INFO : Epoch 800 | loss: 0.0311642 | val_loss: 0.0311695 | Time: 3752.53 ms [2021-01-19 00:19:46 main:574] : INFO : Epoch 801 | loss: 0.031164 | val_loss: 0.0311695 | Time: 3323.97 ms [2021-01-19 00:19:50 main:574] : INFO : Epoch 802 | loss: 0.0311647 | val_loss: 0.0311723 | Time: 3193.23 ms [2021-01-19 00:19:54 main:574] : INFO : Epoch 803 | loss: 0.0311643 | val_loss: 0.0311702 | Time: 3672.69 ms [2021-01-19 00:19:57 main:574] : INFO : Epoch 804 | loss: 0.0311638 | val_loss: 0.0311729 | Time: 2972.8 ms [2021-01-19 00:20:01 main:574] : INFO : Epoch 805 | loss: 0.0311671 | val_loss: 0.0311792 | Time: 3802.15 ms [2021-01-19 00:20:04 main:574] : INFO : Epoch 806 | loss: 0.0311654 | val_loss: 0.0311712 | Time: 3737.9 ms [2021-01-19 00:20:08 main:574] : INFO : Epoch 807 | loss: 0.0311657 | val_loss: 0.0311734 | Time: 3156.28 ms [2021-01-19 00:20:12 main:574] : INFO : Epoch 808 | loss: 0.03117 | val_loss: 0.0311759 | Time: 3846.17 ms [2021-01-19 00:20:15 main:574] : INFO : Epoch 809 | loss: 0.0311684 | val_loss: 0.0311719 | Time: 3118.06 ms [2021-01-19 00:20:19 main:574] : INFO : Epoch 810 | loss: 0.0311693 | val_loss: 0.0311719 | Time: 3564.66 ms [2021-01-19 00:20:23 main:574] : INFO : Epoch 811 | loss: 0.031169 | val_loss: 0.031172 | Time: 3799.54 ms [2021-01-19 00:20:27 main:574] : INFO : Epoch 812 | loss: 0.0311692 | val_loss: 0.0311731 | Time: 3835.12 ms [2021-01-19 00:20:30 main:574] : INFO : Epoch 813 | loss: 0.0311675 | val_loss: 0.0311738 | Time: 3695.76 ms [2021-01-19 00:20:34 main:574] : INFO : Epoch 814 | loss: 0.0311668 | val_loss: 0.0311729 | Time: 3734.37 ms [2021-01-19 00:20:37 main:574] : INFO : Epoch 815 | loss: 0.0311664 | val_loss: 0.031172 | Time: 3237.07 ms [2021-01-19 00:20:41 main:574] : INFO : Epoch 816 | loss: 0.0311683 | val_loss: 0.0311734 | Time: 3375.38 ms [2021-01-19 00:20:44 main:574] : INFO : Epoch 817 | loss: 0.0311675 | val_loss: 0.0311734 | Time: 3536.89 ms [2021-01-19 00:20:48 main:574] : INFO : Epoch 818 | loss: 0.0311657 | val_loss: 0.0311715 | Time: 3725.85 ms [2021-01-19 00:20:52 main:574] : INFO : Epoch 819 | loss: 0.0311662 | val_loss: 0.0311713 | Time: 3754.83 ms [2021-01-19 00:20:56 main:574] : INFO : Epoch 820 | loss: 0.0311654 | val_loss: 0.0311723 | Time: 4436.24 ms [2021-01-19 00:21:00 main:574] : INFO : Epoch 821 | loss: 0.0311661 | val_loss: 0.031172 | Time: 3973.59 ms [2021-01-19 00:21:04 main:574] : INFO : Epoch 822 | loss: 0.0311665 | val_loss: 0.0311716 | Time: 3733.91 ms [2021-01-19 00:21:08 main:574] : INFO : Epoch 823 | loss: 0.0311649 | val_loss: 0.0311731 | Time: 4002.44 ms [2021-01-19 00:21:13 main:574] : INFO : Epoch 824 | loss: 0.0311657 | val_loss: 0.0311708 | Time: 4414.67 ms [2021-01-19 00:21:17 main:574] : INFO : Epoch 825 | loss: 0.0311656 | val_loss: 0.0311716 | Time: 4094.65 ms [2021-01-19 00:21:21 main:574] : INFO : Epoch 826 | loss: 0.0311653 | val_loss: 0.0311713 | Time: 3950.47 ms [2021-01-19 00:21:25 main:574] : INFO : Epoch 827 | loss: 0.031165 | val_loss: 0.0311697 | Time: 3871.75 ms [2021-01-19 00:21:28 main:574] : INFO : Epoch 828 | loss: 0.031166 | val_loss: 0.0311707 | Time: 3570.41 ms [2021-01-19 00:21:32 main:574] : INFO : Epoch 829 | loss: 0.0311649 | val_loss: 0.0311696 | Time: 3410.06 ms [2021-01-19 00:21:35 main:574] : INFO : Epoch 830 | loss: 0.0311644 | val_loss: 0.0311695 | Time: 3148.7 ms [2021-01-19 00:21:38 main:574] : INFO : Epoch 831 | loss: 0.0311649 | val_loss: 0.0311699 | Time: 3030.34 ms [2021-01-19 00:21:42 main:574] : INFO : Epoch 832 | loss: 0.0311654 | val_loss: 0.0311701 | Time: 2866.2 ms [2021-01-19 00:21:48 main:574] : INFO : Epoch 833 | loss: 0.0311646 | val_loss: 0.0311689 | Time: 3131.11 ms [2021-01-19 00:21:51 main:574] : INFO : Epoch 834 | loss: 0.0311643 | val_loss: 0.031169 | Time: 2978.39 ms [2021-01-19 00:21:55 main:574] : INFO : Epoch 835 | loss: 0.0311635 | val_loss: 0.031169 | Time: 3066.63 ms [2021-01-19 00:21:58 main:574] : INFO : Epoch 836 | loss: 0.0311634 | val_loss: 0.0311721 | Time: 3287.31 ms [2021-01-19 00:22:03 main:574] : INFO : Epoch 837 | loss: 0.0311645 | val_loss: 0.0311709 | Time: 3144.7 ms [2021-01-19 00:22:07 main:574] : INFO : Epoch 838 | loss: 0.0311642 | val_loss: 0.0311711 | Time: 2553.19 ms [2021-01-19 00:22:10 main:574] : INFO : Epoch 839 | loss: 0.031166 | val_loss: 0.031171 | Time: 3109.28 ms [2021-01-19 00:22:15 main:574] : INFO : Epoch 840 | loss: 0.0311663 | val_loss: 0.0311756 | Time: 3240.47 ms [2021-01-19 00:22:18 main:574] : INFO : Epoch 841 | loss: 0.0311666 | val_loss: 0.0311696 | Time: 3298.96 ms [2021-01-19 00:22:22 main:574] : INFO : Epoch 842 | loss: 0.0311648 | val_loss: 0.0311705 | Time: 3000.44 ms [2021-01-19 00:22:27 main:574] : INFO : Epoch 843 | loss: 0.0311641 | val_loss: 0.0311707 | Time: 3053.18 ms [2021-01-19 00:22:30 main:574] : INFO : Epoch 844 | loss: 0.0311633 | val_loss: 0.0311723 | Time: 3123.81 ms [2021-01-19 00:22:35 main:574] : INFO : Epoch 845 | loss: 0.0311636 | val_loss: 0.0311704 | Time: 3103.83 ms [2021-01-19 00:22:38 main:574] : INFO : Epoch 846 | loss: 0.0311641 | val_loss: 0.0311719 | Time: 3125.69 ms [2021-01-19 00:22:43 main:574] : INFO : Epoch 847 | loss: 0.0311636 | val_loss: 0.0311713 | Time: 3177.56 ms [2021-01-19 00:22:46 main:574] : INFO : Epoch 848 | loss: 0.0311632 | val_loss: 0.0311709 | Time: 3058.46 ms [2021-01-19 00:22:49 main:574] : INFO : Epoch 849 | loss: 0.0311643 | val_loss: 0.0311818 | Time: 3024.52 ms [2021-01-19 00:22:54 main:574] : INFO : Epoch 850 | loss: 0.0311669 | val_loss: 0.0311732 | Time: 3108.39 ms [2021-01-19 00:22:57 main:574] : INFO : Epoch 851 | loss: 0.0311635 | val_loss: 0.031169 | Time: 3105.5 ms [2021-01-19 00:23:02 main:574] : INFO : Epoch 852 | loss: 0.0311627 | val_loss: 0.0311698 | Time: 3103.08 ms [2021-01-19 00:23:05 main:574] : INFO : Epoch 853 | loss: 0.0311612 | val_loss: 0.03117 | Time: 3114.31 ms [2021-01-19 00:23:08 main:574] : INFO : Epoch 854 | loss: 0.031164 | val_loss: 0.0311719 | Time: 2946.28 ms [2021-01-19 00:23:11 main:574] : INFO : Epoch 855 | loss: 0.0311628 | val_loss: 0.0311759 | Time: 3209.72 ms [2021-01-19 00:23:17 main:574] : INFO : Epoch 856 | loss: 0.031163 | val_loss: 0.0311756 | Time: 3440.28 ms [2021-01-19 00:23:21 main:574] : INFO : Epoch 857 | loss: 0.0311635 | val_loss: 0.0311714 | Time: 3274.17 ms [2021-01-19 00:23:26 main:574] : INFO : Epoch 858 | loss: 0.031163 | val_loss: 0.0311705 | Time: 3429.27 ms [2021-01-19 00:23:31 main:574] : INFO : Epoch 859 | loss: 0.0311643 | val_loss: 0.0311705 | Time: 3317.27 ms [2021-01-19 00:23:37 main:574] : INFO : Epoch 860 | loss: 0.0311646 | val_loss: 0.0311722 | Time: 3530.33 ms [2021-01-19 00:23:41 main:574] : INFO : Epoch 861 | loss: 0.0311636 | val_loss: 0.0311702 | Time: 3105.48 ms [2021-01-19 00:23:45 main:574] : INFO : Epoch 862 | loss: 0.0311654 | val_loss: 0.0311705 | Time: 3339 ms [2021-01-19 00:23:49 main:574] : INFO : Epoch 863 | loss: 0.0311651 | val_loss: 0.031173 | Time: 2412.37 ms [2021-01-19 00:23:52 main:574] : INFO : Epoch 864 | loss: 0.0311643 | val_loss: 0.0311708 | Time: 3147.67 ms [2021-01-19 00:23:57 main:574] : INFO : Epoch 865 | loss: 0.031164 | val_loss: 0.0311709 | Time: 3158.38 ms [2021-01-19 00:24:00 main:574] : INFO : Epoch 866 | loss: 0.0311643 | val_loss: 0.0311736 | Time: 3130.76 ms [2021-01-19 00:24:04 main:574] : INFO : Epoch 867 | loss: 0.0311644 | val_loss: 0.031173 | Time: 3353.77 ms [2021-01-19 00:24:09 main:574] : INFO : Epoch 868 | loss: 0.0311649 | val_loss: 0.0311706 | Time: 2955.23 ms [2021-01-19 00:24:13 main:574] : INFO : Epoch 869 | loss: 0.0311635 | val_loss: 0.0311703 | Time: 3162.42 ms [2021-01-19 00:24:17 main:574] : INFO : Epoch 870 | loss: 0.0311659 | val_loss: 0.0311769 | Time: 3140.45 ms [2021-01-19 00:24:21 main:574] : INFO : Epoch 871 | loss: 0.0311639 | val_loss: 0.0311703 | Time: 3108.03 ms [2021-01-19 00:24:26 main:574] : INFO : Epoch 872 | loss: 0.0311629 | val_loss: 0.0311707 | Time: 3079.92 ms [2021-01-19 00:24:29 main:574] : INFO : Epoch 873 | loss: 0.0311625 | val_loss: 0.0311703 | Time: 3255.27 ms [2021-01-19 00:24:33 main:574] : INFO : Epoch 874 | loss: 0.0311621 | val_loss: 0.0311697 | Time: 3075.17 ms [2021-01-19 00:24:37 main:574] : INFO : Epoch 875 | loss: 0.0311626 | val_loss: 0.0311699 | Time: 3082.93 ms [2021-01-19 00:24:42 main:574] : INFO : Epoch 876 | loss: 0.0311622 | val_loss: 0.0311699 | Time: 3106.71 ms [2021-01-19 00:24:45 main:574] : INFO : Epoch 877 | loss: 0.0311629 | val_loss: 0.0311725 | Time: 3272.78 ms [2021-01-19 00:24:48 main:574] : INFO : Epoch 878 | loss: 0.0311626 | val_loss: 0.0311707 | Time: 3363.81 ms [2021-01-19 00:24:54 main:574] : INFO : Epoch 879 | loss: 0.0311613 | val_loss: 0.0311729 | Time: 3247.88 ms [2021-01-19 00:24:58 main:574] : INFO : Epoch 880 | loss: 0.0311634 | val_loss: 0.0311687 | Time: 3176.16 ms [2021-01-19 00:25:02 main:574] : INFO : Epoch 881 | loss: 0.031163 | val_loss: 0.0311759 | Time: 3065.81 ms [2021-01-19 00:25:05 main:574] : INFO : Epoch 882 | loss: 0.0311632 | val_loss: 0.0311689 | Time: 3138.59 ms [2021-01-19 00:25:08 main:574] : INFO : Epoch 883 | loss: 0.0311617 | val_loss: 0.0311717 | Time: 3146.93 ms [2021-01-19 00:25:12 main:574] : INFO : Epoch 884 | loss: 0.0311622 | val_loss: 0.0311749 | Time: 3295.62 ms [2021-01-19 00:25:16 main:574] : INFO : Epoch 885 | loss: 0.0311627 | val_loss: 0.0311716 | Time: 3252.66 ms [2021-01-19 00:25:20 main:574] : INFO : Epoch 886 | loss: 0.0311629 | val_loss: 0.0311695 | Time: 4101.82 ms [2021-01-19 00:25:24 main:574] : INFO : Epoch 887 | loss: 0.0311612 | val_loss: 0.0311705 | Time: 3158.92 ms [2021-01-19 00:25:27 main:574] : INFO : Epoch 888 | loss: 0.0311624 | val_loss: 0.0311707 | Time: 3359.75 ms [2021-01-19 00:25:31 main:574] : INFO : Epoch 889 | loss: 0.0311626 | val_loss: 0.0311704 | Time: 3563.1 ms [2021-01-19 00:25:35 main:574] : INFO : Epoch 890 | loss: 0.0311623 | val_loss: 0.0311733 | Time: 3878.36 ms [2021-01-19 00:25:39 main:574] : INFO : Epoch 891 | loss: 0.031163 | val_loss: 0.0311707 | Time: 4477.64 ms [2021-01-19 00:25:43 main:574] : INFO : Epoch 892 | loss: 0.0311626 | val_loss: 0.0311721 | Time: 4152.6 ms [2021-01-19 00:25:47 main:574] : INFO : Epoch 893 | loss: 0.0311628 | val_loss: 0.0311718 | Time: 3353.45 ms [2021-01-19 00:25:50 main:574] : INFO : Epoch 894 | loss: 0.0311605 | val_loss: 0.0311702 | Time: 3247.98 ms [2021-01-19 00:25:54 main:574] : INFO : Epoch 895 | loss: 0.0311613 | val_loss: 0.0311716 | Time: 3873.23 ms [2021-01-19 00:25:58 main:574] : INFO : Epoch 896 | loss: 0.0311602 | val_loss: 0.0311693 | Time: 4021.13 ms [2021-01-19 00:26:02 main:574] : INFO : Epoch 897 | loss: 0.031162 | val_loss: 0.0311709 | Time: 4293.95 ms [2021-01-19 00:26:06 main:574] : INFO : Epoch 898 | loss: 0.031162 | val_loss: 0.0311692 | Time: 4240.58 ms [2021-01-19 00:26:11 main:574] : INFO : Epoch 899 | loss: 0.0311634 | val_loss: 0.0311698 | Time: 4251.37 ms [2021-01-19 00:26:15 main:574] : INFO : Epoch 900 | loss: 0.0311603 | val_loss: 0.0311762 | Time: 3905.89 ms [2021-01-19 00:26:19 main:574] : INFO : Epoch 901 | loss: 0.0311628 | val_loss: 0.0311691 | Time: 4197.35 ms [2021-01-19 00:26:24 main:574] : INFO : Epoch 902 | loss: 0.0311603 | val_loss: 0.03117 | Time: 4717.61 ms [2021-01-19 00:26:28 main:574] : INFO : Epoch 903 | loss: 0.0311601 | val_loss: 0.0311758 | Time: 4470.39 ms [2021-01-19 00:26:32 main:574] : INFO : Epoch 904 | loss: 0.0311613 | val_loss: 0.0311691 | Time: 3894.05 ms [2021-01-19 00:26:36 main:574] : INFO : Epoch 905 | loss: 0.0311601 | val_loss: 0.0311698 | Time: 3951.9 ms [2021-01-19 00:26:40 main:574] : INFO : Epoch 906 | loss: 0.0311605 | val_loss: 0.0311702 | Time: 3871.7 ms [2021-01-19 00:26:44 main:574] : INFO : Epoch 907 | loss: 0.0311597 | val_loss: 0.03117 | Time: 4138.59 ms [2021-01-19 00:26:48 main:574] : INFO : Epoch 908 | loss: 0.0311601 | val_loss: 0.0311703 | Time: 3594.93 ms [2021-01-19 00:26:52 main:574] : INFO : Epoch 909 | loss: 0.0311602 | val_loss: 0.031169 | Time: 3754.8 ms [2021-01-19 00:26:55 main:574] : INFO : Epoch 910 | loss: 0.0311594 | val_loss: 0.03117 | Time: 3307.1 ms [2021-01-19 00:26:59 main:574] : INFO : Epoch 911 | loss: 0.0311597 | val_loss: 0.0311709 | Time: 4052.47 ms [2021-01-19 00:27:03 main:574] : INFO : Epoch 912 | loss: 0.0311609 | val_loss: 0.0311686 | Time: 3876.7 ms [2021-01-19 00:27:07 main:574] : INFO : Epoch 913 | loss: 0.0311596 | val_loss: 0.0311705 | Time: 4229.73 ms [2021-01-19 00:27:11 main:574] : INFO : Epoch 914 | loss: 0.0311599 | val_loss: 0.0311693 | Time: 3686.16 ms [2021-01-19 00:27:15 main:574] : INFO : Epoch 915 | loss: 0.0311605 | val_loss: 0.0311685 | Time: 3926.7 ms [2021-01-19 00:27:19 main:574] : INFO : Epoch 916 | loss: 0.0311602 | val_loss: 0.0311705 | Time: 4322.93 ms [2021-01-19 00:27:23 main:574] : INFO : Epoch 917 | loss: 0.0311588 | val_loss: 0.0311692 | Time: 3925.74 ms [2021-01-19 00:27:27 main:574] : INFO : Epoch 918 | loss: 0.0311585 | val_loss: 0.0311685 | Time: 4240.01 ms [2021-01-19 00:27:32 main:574] : INFO : Epoch 919 | loss: 0.0311588 | val_loss: 0.0311711 | Time: 4372.62 ms [2021-01-19 00:27:37 main:574] : INFO : Epoch 920 | loss: 0.0311588 | val_loss: 0.0311695 | Time: 4832.53 ms [2021-01-19 00:27:41 main:574] : INFO : Epoch 921 | loss: 0.0311582 | val_loss: 0.0311685 | Time: 4171.66 ms [2021-01-19 00:27:45 main:574] : INFO : Epoch 922 | loss: 0.031159 | val_loss: 0.0311686 | Time: 3577.12 ms [2021-01-19 00:27:49 main:574] : INFO : Epoch 923 | loss: 0.0311595 | val_loss: 0.0311678 | Time: 3176.66 ms [2021-01-19 00:27:52 main:574] : INFO : Epoch 924 | loss: 0.0311591 | val_loss: 0.03117 | Time: 3156.81 ms [2021-01-19 00:27:56 main:574] : INFO : Epoch 925 | loss: 0.0311594 | val_loss: 0.0311709 | Time: 3164.31 ms [2021-01-19 00:28:01 main:574] : INFO : Epoch 926 | loss: 0.0311593 | val_loss: 0.0311695 | Time: 3248.05 ms [2021-01-19 00:28:06 main:574] : INFO : Epoch 927 | loss: 0.0311598 | val_loss: 0.0311697 | Time: 3242.08 ms [2021-01-19 00:28:11 main:574] : INFO : Epoch 928 | loss: 0.0311636 | val_loss: 0.0311796 | Time: 3156.04 ms [2021-01-19 00:28:16 main:574] : INFO : Epoch 929 | loss: 0.0311634 | val_loss: 0.0311697 | Time: 2816.78 ms [2021-01-19 00:28:20 main:574] : INFO : Epoch 930 | loss: 0.0311588 | val_loss: 0.0311701 | Time: 3069.87 ms [2021-01-19 00:28:24 main:574] : INFO : Epoch 931 | loss: 0.0311601 | val_loss: 0.0311737 | Time: 3190.09 ms [2021-01-19 00:28:28 main:574] : INFO : Epoch 932 | loss: 0.0311603 | val_loss: 0.0311718 | Time: 2995.64 ms [2021-01-19 00:28:32 main:574] : INFO : Epoch 933 | loss: 0.0311625 | val_loss: 0.0311712 | Time: 3141.37 ms [2021-01-19 00:28:37 main:574] : INFO : Epoch 934 | loss: 0.0311617 | val_loss: 0.0311713 | Time: 3126.51 ms [2021-01-19 00:28:40 main:574] : INFO : Epoch 935 | loss: 0.0311634 | val_loss: 0.0311696 | Time: 3096.84 ms [2021-01-19 00:28:45 main:574] : INFO : Epoch 936 | loss: 0.0311605 | val_loss: 0.0311686 | Time: 3061.37 ms [2021-01-19 00:28:48 main:574] : INFO : Epoch 937 | loss: 0.0311602 | val_loss: 0.0311693 | Time: 3237.54 ms [2021-01-19 00:28:53 main:574] : INFO : Epoch 938 | loss: 0.0311586 | val_loss: 0.0311691 | Time: 2961.67 ms [2021-01-19 00:28:56 main:574] : INFO : Epoch 939 | loss: 0.0311605 | val_loss: 0.0311694 | Time: 2774.3 ms [2021-01-19 00:29:00 main:574] : INFO : Epoch 940 | loss: 0.0311579 | val_loss: 0.0311682 | Time: 3196.69 ms [2021-01-19 00:29:03 main:574] : INFO : Epoch 941 | loss: 0.0311581 | val_loss: 0.0311672 | Time: 3111.11 ms [2021-01-19 00:29:07 main:574] : INFO : Epoch 942 | loss: 0.0311582 | val_loss: 0.0311704 | Time: 3261.51 ms [2021-01-19 00:29:11 main:574] : INFO : Epoch 943 | loss: 0.0311586 | val_loss: 0.0311708 | Time: 3109.04 ms [2021-01-19 00:29:15 main:574] : INFO : Epoch 944 | loss: 0.0311581 | val_loss: 0.0311705 | Time: 3178.15 ms [2021-01-19 00:29:18 main:574] : INFO : Epoch 945 | loss: 0.0311573 | val_loss: 0.0311735 | Time: 2536.16 ms [2021-01-19 00:29:21 main:574] : INFO : Epoch 946 | loss: 0.0311601 | val_loss: 0.0311672 | Time: 3092.11 ms [2021-01-19 00:29:24 main:574] : INFO : Epoch 947 | loss: 0.0311597 | val_loss: 0.0311789 | Time: 3198.01 ms [2021-01-19 00:29:29 main:574] : INFO : Epoch 948 | loss: 0.0311613 | val_loss: 0.0311676 | Time: 3043.24 ms [2021-01-19 00:29:32 main:574] : INFO : Epoch 949 | loss: 0.0311573 | val_loss: 0.0311686 | Time: 2913.3 ms [2021-01-19 00:29:36 main:574] : INFO : Epoch 950 | loss: 0.0311568 | val_loss: 0.0311677 | Time: 2357.26 ms [2021-01-19 00:29:39 main:574] : INFO : Epoch 951 | loss: 0.0311569 | val_loss: 0.0311682 | Time: 3155.11 ms [2021-01-19 00:29:44 main:574] : INFO : Epoch 952 | loss: 0.0311577 | val_loss: 0.0311688 | Time: 3100.92 ms [2021-01-19 00:29:49 main:574] : INFO : Epoch 953 | loss: 0.0311567 | val_loss: 0.0311702 | Time: 3204.1 ms [2021-01-19 00:29:53 main:574] : INFO : Epoch 954 | loss: 0.0311574 | val_loss: 0.0311718 | Time: 3121.62 ms [2021-01-19 00:29:56 main:574] : INFO : Epoch 955 | loss: 0.0311603 | val_loss: 0.0311695 | Time: 2887.93 ms [2021-01-19 00:30:00 main:574] : INFO : Epoch 956 | loss: 0.0311627 | val_loss: 0.0311716 | Time: 3391.43 ms [2021-01-19 00:30:03 main:574] : INFO : Epoch 957 | loss: 0.0311576 | val_loss: 0.0311673 | Time: 3227.48 ms [2021-01-19 00:30:08 main:574] : INFO : Epoch 958 | loss: 0.0311559 | val_loss: 0.0311692 | Time: 3415.87 ms [2021-01-19 00:30:11 main:574] : INFO : Epoch 959 | loss: 0.0311564 | val_loss: 0.0311674 | Time: 3308.69 ms [2021-01-19 00:30:14 main:574] : INFO : Epoch 960 | loss: 0.0311553 | val_loss: 0.0311676 | Time: 2753.56 ms [2021-01-19 00:30:19 main:574] : INFO : Epoch 961 | loss: 0.0311556 | val_loss: 0.0311674 | Time: 3614.48 ms [2021-01-19 00:30:23 main:574] : INFO : Epoch 962 | loss: 0.0311557 | val_loss: 0.0311686 | Time: 3971.19 ms [2021-01-19 00:30:27 main:574] : INFO : Epoch 963 | loss: 0.0311582 | val_loss: 0.0311722 | Time: 4128.04 ms [2021-01-19 00:30:31 main:574] : INFO : Epoch 964 | loss: 0.0311566 | val_loss: 0.0311679 | Time: 4229.45 ms [2021-01-19 00:30:35 main:574] : INFO : Epoch 965 | loss: 0.031157 | val_loss: 0.0311689 | Time: 3984.34 ms [2021-01-19 00:30:39 main:574] : INFO : Epoch 966 | loss: 0.0311572 | val_loss: 0.031168 | Time: 3792.52 ms [2021-01-19 00:30:43 main:574] : INFO : Epoch 967 | loss: 0.031158 | val_loss: 0.0311672 | Time: 3955.61 ms [2021-01-19 00:30:47 main:574] : INFO : Epoch 968 | loss: 0.0311589 | val_loss: 0.0311706 | Time: 4034.67 ms [2021-01-19 00:30:51 main:574] : INFO : Epoch 969 | loss: 0.0311581 | val_loss: 0.0311699 | Time: 3962.67 ms [2021-01-19 00:30:56 main:574] : INFO : Epoch 970 | loss: 0.0311574 | val_loss: 0.0311698 | Time: 4811.64 ms [2021-01-19 00:31:00 main:574] : INFO : Epoch 971 | loss: 0.0311591 | val_loss: 0.0311686 | Time: 3872.65 ms [2021-01-19 00:31:04 main:574] : INFO : Epoch 972 | loss: 0.0311587 | val_loss: 0.0311714 | Time: 3992.1 ms [2021-01-19 00:31:08 main:574] : INFO : Epoch 973 | loss: 0.0311595 | val_loss: 0.0311719 | Time: 4484.17 ms [2021-01-19 00:31:12 main:574] : INFO : Epoch 974 | loss: 0.031158 | val_loss: 0.0311765 | Time: 4061.73 ms [2021-01-19 00:31:16 main:574] : INFO : Epoch 975 | loss: 0.0311597 | val_loss: 0.0311738 | Time: 3898.86 ms [2021-01-19 00:31:20 main:574] : INFO : Epoch 976 | loss: 0.0311581 | val_loss: 0.0311715 | Time: 4001.58 ms [2021-01-19 00:31:24 main:574] : INFO : Epoch 977 | loss: 0.0311585 | val_loss: 0.0311743 | Time: 3650.81 ms [2021-01-19 00:31:28 main:574] : INFO : Epoch 978 | loss: 0.0311619 | val_loss: 0.0311747 | Time: 4006.42 ms [2021-01-19 00:31:32 main:574] : INFO : Epoch 979 | loss: 0.0311592 | val_loss: 0.0311687 | Time: 4200.03 ms [2021-01-19 00:31:37 main:574] : INFO : Epoch 980 | loss: 0.0311571 | val_loss: 0.031168 | Time: 4198.14 ms [2021-01-19 00:31:40 main:574] : INFO : Epoch 981 | loss: 0.031157 | val_loss: 0.0311701 | Time: 3866.9 ms [2021-01-19 00:31:45 main:574] : INFO : Epoch 982 | loss: 0.0311604 | val_loss: 0.0311717 | Time: 4177.39 ms [2021-01-19 00:31:49 main:574] : INFO : Epoch 983 | loss: 0.0311599 | val_loss: 0.0311719 | Time: 4571.97 ms [2021-01-19 00:31:53 main:574] : INFO : Epoch 984 | loss: 0.0311603 | val_loss: 0.0311703 | Time: 3702.02 ms [2021-01-19 00:31:57 main:574] : INFO : Epoch 985 | loss: 0.0311588 | val_loss: 0.03117 | Time: 3991.16 ms [2021-01-19 00:32:01 main:574] : INFO : Epoch 986 | loss: 0.0311593 | val_loss: 0.0311695 | Time: 4127.95 ms [2021-01-19 00:32:05 main:574] : INFO : Epoch 987 | loss: 0.0311604 | val_loss: 0.0311693 | Time: 3894.22 ms [2021-01-19 00:32:09 main:574] : INFO : Epoch 988 | loss: 0.0311587 | val_loss: 0.0311693 | Time: 4027.28 ms [2021-01-19 00:32:13 main:574] : INFO : Epoch 989 | loss: 0.031159 | val_loss: 0.0311703 | Time: 3596.11 ms [2021-01-19 00:32:17 main:574] : INFO : Epoch 990 | loss: 0.0311585 | val_loss: 0.0311697 | Time: 4388.22 ms [2021-01-19 00:32:22 main:574] : INFO : Epoch 991 | loss: 0.0311597 | val_loss: 0.0311727 | Time: 4231.3 ms [2021-01-19 00:32:26 main:574] : INFO : Epoch 992 | loss: 0.0311589 | val_loss: 0.0311711 | Time: 3720.88 ms [2021-01-19 00:32:29 main:574] : INFO : Epoch 993 | loss: 0.0311579 | val_loss: 0.0311698 | Time: 3665.2 ms [2021-01-19 00:32:33 main:574] : INFO : Epoch 994 | loss: 0.031158 | val_loss: 0.0311702 | Time: 3219.32 ms [2021-01-19 00:32:36 main:574] : INFO : Epoch 995 | loss: 0.0311596 | val_loss: 0.0311744 | Time: 3253.05 ms [2021-01-19 00:32:40 main:574] : INFO : Epoch 996 | loss: 0.0311602 | val_loss: 0.031173 | Time: 3258.16 ms [2021-01-19 00:32:44 main:574] : INFO : Epoch 997 | loss: 0.0311585 | val_loss: 0.0311701 | Time: 3202.53 ms [2021-01-19 00:32:47 main:574] : INFO : Epoch 998 | loss: 0.0311603 | val_loss: 0.0311713 | Time: 3153.4 ms [2021-01-19 00:32:52 main:574] : INFO : Epoch 999 | loss: 0.0311604 | val_loss: 0.0311773 | Time: 3399.25 ms [2021-01-19 00:32:57 main:574] : INFO : Epoch 1000 | loss: 0.0311588 | val_loss: 0.0311719 | Time: 3165.42 ms [2021-01-19 00:33:01 main:574] : INFO : Epoch 1001 | loss: 0.0311593 | val_loss: 0.0311737 | Time: 2780.13 ms [2021-01-19 00:33:05 main:574] : INFO : Epoch 1002 | loss: 0.0311597 | val_loss: 0.0311702 | Time: 3277.22 ms [2021-01-19 00:33:09 main:574] : INFO : Epoch 1003 | loss: 0.0311581 | val_loss: 0.0311782 | Time: 3192.68 ms [2021-01-19 00:33:14 main:574] : INFO : Epoch 1004 | loss: 0.0311598 | val_loss: 0.0311712 | Time: 3156.4 ms [2021-01-19 00:33:18 main:574] : INFO : Epoch 1005 | loss: 0.0311599 | val_loss: 0.0311713 | Time: 3240.21 ms [2021-01-19 00:33:21 main:574] : INFO : Epoch 1006 | loss: 0.0311584 | val_loss: 0.0311694 | Time: 3047.03 ms [2021-01-19 00:33:24 main:574] : INFO : Epoch 1007 | loss: 0.0311594 | val_loss: 0.0311682 | Time: 2656.08 ms [2021-01-19 00:33:28 main:574] : INFO : Epoch 1008 | loss: 0.0311583 | val_loss: 0.0311693 | Time: 3832.19 ms [2021-01-19 00:33:32 main:574] : INFO : Epoch 1009 | loss: 0.0311584 | val_loss: 0.0311716 | Time: 4269.35 ms [2021-01-19 00:33:37 main:574] : INFO : Epoch 1010 | loss: 0.0311606 | val_loss: 0.0311689 | Time: 4127.57 ms [2021-01-19 00:33:41 main:574] : INFO : Epoch 1011 | loss: 0.0311598 | val_loss: 0.0311701 | Time: 4456.29 ms [2021-01-19 00:33:45 main:574] : INFO : Epoch 1012 | loss: 0.031159 | val_loss: 0.0311708 | Time: 3862.56 ms [2021-01-19 00:33:50 main:574] : INFO : Epoch 1013 | loss: 0.0311574 | val_loss: 0.0311685 | Time: 4337.19 ms [2021-01-19 00:33:54 main:574] : INFO : Epoch 1014 | loss: 0.0311573 | val_loss: 0.0311684 | Time: 4028.39 ms [2021-01-19 00:33:58 main:574] : INFO : Epoch 1015 | loss: 0.0311576 | val_loss: 0.0311695 | Time: 4083.61 ms [2021-01-19 00:34:02 main:574] : INFO : Epoch 1016 | loss: 0.0311569 | val_loss: 0.0311712 | Time: 4026.69 ms [2021-01-19 00:34:06 main:574] : INFO : Epoch 1017 | loss: 0.0311579 | val_loss: 0.0311676 | Time: 3971.33 ms [2021-01-19 00:34:09 main:574] : INFO : Epoch 1018 | loss: 0.0311567 | val_loss: 0.0311688 | Time: 3423.59 ms [2021-01-19 00:34:13 main:574] : INFO : Epoch 1019 | loss: 0.0311593 | val_loss: 0.031168 | Time: 3592.41 ms [2021-01-19 00:34:17 main:574] : INFO : Epoch 1020 | loss: 0.0311593 | val_loss: 0.0311686 | Time: 3858.86 ms [2021-01-19 00:34:21 main:574] : INFO : Epoch 1021 | loss: 0.0311569 | val_loss: 0.0311719 | Time: 4179.55 ms [2021-01-19 00:34:25 main:574] : INFO : Epoch 1022 | loss: 0.0311587 | val_loss: 0.0311713 | Time: 3678.5 ms [2021-01-19 00:34:29 main:574] : INFO : Epoch 1023 | loss: 0.031157 | val_loss: 0.0311731 | Time: 3964.51 ms [2021-01-19 00:34:33 main:574] : INFO : Epoch 1024 | loss: 0.0311613 | val_loss: 0.0311776 | Time: 3949.4 ms [2021-01-19 00:34:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311776 [2021-01-19 00:34:33 main:603] : INFO : Saving end state to config to file [2021-01-19 00:34:33 main:608] : INFO : Success, exiting.. 00:34:33 (15168): 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)