Task 3628664
| Name | ParityModified-1606530378-29301-15_0 |
| Workunit | 1836527 |
| Created | 10 Jan 2021, 19:52:12 UTC |
| Sent | 13 Jan 2021, 7:13:11 UTC |
| Report deadline | 20 Jan 2021, 7:13:11 UTC |
| Received | 13 Jan 2021, 8:12:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5217 |
| Run time | 56 min 58 sec |
| CPU time | 55 min 47 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,178.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> och 514 | loss: 0.0311669 | val_loss: 0.0311756 | Time: 3260.88 ms [2021-01-13 08:44:28 main:574] : INFO : Epoch 515 | loss: 0.0311656 | val_loss: 0.0311746 | Time: 3251.39 ms [2021-01-13 08:44:31 main:574] : INFO : Epoch 516 | loss: 0.0311685 | val_loss: 0.0311809 | Time: 3270.64 ms [2021-01-13 08:44:34 main:574] : INFO : Epoch 517 | loss: 0.0311689 | val_loss: 0.0311751 | Time: 3245.75 ms [2021-01-13 08:44:37 main:574] : INFO : Epoch 518 | loss: 0.0311672 | val_loss: 0.0311754 | Time: 3272.52 ms [2021-01-13 08:44:41 main:574] : INFO : Epoch 519 | loss: 0.0311667 | val_loss: 0.0311742 | Time: 3269.69 ms [2021-01-13 08:44:44 main:574] : INFO : Epoch 520 | loss: 0.0311663 | val_loss: 0.0311738 | Time: 3269.26 ms [2021-01-13 08:44:47 main:574] : INFO : Epoch 521 | loss: 0.0311666 | val_loss: 0.0311741 | Time: 3254.05 ms [2021-01-13 08:44:51 main:574] : INFO : Epoch 522 | loss: 0.0311656 | val_loss: 0.0311736 | Time: 3259.4 ms [2021-01-13 08:44:54 main:574] : INFO : Epoch 523 | loss: 0.031166 | val_loss: 0.0311731 | Time: 3254.11 ms [2021-01-13 08:44:57 main:574] : INFO : Epoch 524 | loss: 0.0311682 | val_loss: 0.0311804 | Time: 3255.65 ms [2021-01-13 08:45:00 main:574] : INFO : Epoch 525 | loss: 0.031169 | val_loss: 0.0311743 | Time: 3264.01 ms [2021-01-13 08:45:04 main:574] : INFO : Epoch 526 | loss: 0.0311719 | val_loss: 0.0311775 | Time: 3262.91 ms [2021-01-13 08:45:07 main:574] : INFO : Epoch 527 | loss: 0.0311721 | val_loss: 0.0311776 | Time: 3247.3 ms [2021-01-13 08:45:10 main:574] : INFO : Epoch 528 | loss: 0.0311714 | val_loss: 0.0311751 | Time: 3278.64 ms [2021-01-13 08:45:14 main:574] : INFO : Epoch 529 | loss: 0.0311712 | val_loss: 0.0311786 | Time: 3306.74 ms [2021-01-13 08:45:17 main:574] : INFO : Epoch 530 | loss: 0.0311734 | val_loss: 0.0311755 | Time: 3340.91 ms [2021-01-13 08:45:20 main:574] : INFO : Epoch 531 | loss: 0.0311712 | val_loss: 0.0311754 | Time: 3296.25 ms [2021-01-13 08:45:24 main:574] : INFO : Epoch 532 | loss: 0.0311696 | val_loss: 0.0311764 | Time: 3317.67 ms [2021-01-13 08:45:27 main:574] : INFO : Epoch 533 | loss: 0.0311693 | val_loss: 0.0311779 | Time: 3341.97 ms [2021-01-13 08:45:30 main:574] : INFO : Epoch 534 | loss: 0.0311706 | val_loss: 0.0311753 | Time: 3268.63 ms [2021-01-13 08:45:34 main:574] : INFO : Epoch 535 | loss: 0.0311715 | val_loss: 0.0311753 | Time: 3248.66 ms [2021-01-13 08:45:37 main:574] : INFO : Epoch 536 | loss: 0.0311725 | val_loss: 0.0311793 | Time: 3255.84 ms [2021-01-13 08:45:40 main:574] : INFO : Epoch 537 | loss: 0.0311737 | val_loss: 0.0311753 | Time: 3249.1 ms [2021-01-13 08:45:43 main:574] : INFO : Epoch 538 | loss: 0.0311716 | val_loss: 0.0311803 | Time: 3253.31 ms [2021-01-13 08:45:47 main:574] : INFO : Epoch 539 | loss: 0.031171 | val_loss: 0.0311751 | Time: 3274.14 ms [2021-01-13 08:45:50 main:574] : INFO : Epoch 540 | loss: 0.0311691 | val_loss: 0.0311764 | Time: 3276.48 ms [2021-01-13 08:45:53 main:574] : INFO : Epoch 541 | loss: 0.0311696 | val_loss: 0.0311768 | Time: 3286.8 ms [2021-01-13 08:45:57 main:574] : INFO : Epoch 542 | loss: 0.0311696 | val_loss: 0.0311781 | Time: 3260.92 ms [2021-01-13 08:46:00 main:574] : INFO : Epoch 543 | loss: 0.0311704 | val_loss: 0.0311768 | Time: 3252.85 ms [2021-01-13 08:46:03 main:574] : INFO : Epoch 544 | loss: 0.0311696 | val_loss: 0.0311753 | Time: 3279.28 ms [2021-01-13 08:46:06 main:574] : INFO : Epoch 545 | loss: 0.0311688 | val_loss: 0.031176 | Time: 3326.71 ms [2021-01-13 08:46:10 main:574] : INFO : Epoch 546 | loss: 0.0311705 | val_loss: 0.0311761 | Time: 3313.47 ms [2021-01-13 08:46:13 main:574] : INFO : Epoch 547 | loss: 0.0311692 | val_loss: 0.0311761 | Time: 3258.43 ms [2021-01-13 08:46:16 main:574] : INFO : Epoch 548 | loss: 0.0311681 | val_loss: 0.0311765 | Time: 3259 ms [2021-01-13 08:46:20 main:574] : INFO : Epoch 549 | loss: 0.0311699 | val_loss: 0.0311745 | Time: 3271.05 ms [2021-01-13 08:46:23 main:574] : INFO : Epoch 550 | loss: 0.0311686 | val_loss: 0.0311747 | Time: 3249.87 ms [2021-01-13 08:46:26 main:574] : INFO : Epoch 551 | loss: 0.03117 | val_loss: 0.0311755 | Time: 3265.1 ms [2021-01-13 08:46:29 main:574] : INFO : Epoch 552 | loss: 0.0311677 | val_loss: 0.0311734 | Time: 3273.65 ms [2021-01-13 08:46:33 main:574] : INFO : Epoch 553 | loss: 0.0311664 | val_loss: 0.0311735 | Time: 3249.66 ms [2021-01-13 08:46:36 main:574] : INFO : Epoch 554 | loss: 0.0311674 | val_loss: 0.0311743 | Time: 3259.37 ms [2021-01-13 08:46:39 main:574] : INFO : Epoch 555 | loss: 0.031169 | val_loss: 0.0311752 | Time: 3260.04 ms [2021-01-13 08:46:43 main:574] : INFO : Epoch 556 | loss: 0.0311692 | val_loss: 0.0311773 | Time: 3266.54 ms [2021-01-13 08:46:46 main:574] : INFO : Epoch 557 | loss: 0.0311687 | val_loss: 0.031175 | Time: 3288.02 ms [2021-01-13 08:46:49 main:574] : INFO : Epoch 558 | loss: 0.0311672 | val_loss: 0.0311738 | Time: 3255.52 ms [2021-01-13 08:46:52 main:574] : INFO : Epoch 559 | loss: 0.0311665 | val_loss: 0.0311735 | Time: 3242.76 ms [2021-01-13 08:46:56 main:574] : INFO : Epoch 560 | loss: 0.0311665 | val_loss: 0.0311734 | Time: 3267.07 ms [2021-01-13 08:46:59 main:574] : INFO : Epoch 561 | loss: 0.0311678 | val_loss: 0.0311736 | Time: 3254.87 ms [2021-01-13 08:47:02 main:574] : INFO : Epoch 562 | loss: 0.0311678 | val_loss: 0.0311762 | Time: 3282.21 ms [2021-01-13 08:47:06 main:574] : INFO : Epoch 563 | loss: 0.0311678 | val_loss: 0.031173 | Time: 3251.23 ms [2021-01-13 08:47:09 main:574] : INFO : Epoch 564 | loss: 0.0311673 | val_loss: 0.0311725 | Time: 3245.92 ms [2021-01-13 08:47:12 main:574] : INFO : Epoch 565 | loss: 0.0311678 | val_loss: 0.0311728 | Time: 3250.99 ms [2021-01-13 08:47:15 main:574] : INFO : Epoch 566 | loss: 0.0311682 | val_loss: 0.031176 | Time: 3271.86 ms [2021-01-13 08:47:19 main:574] : INFO : Epoch 567 | loss: 0.0311687 | val_loss: 0.0311727 | Time: 3263.94 ms [2021-01-13 08:47:22 main:574] : INFO : Epoch 568 | loss: 0.0311696 | val_loss: 0.0311789 | Time: 3253.25 ms [2021-01-13 08:47:25 main:574] : INFO : Epoch 569 | loss: 0.0311693 | val_loss: 0.0311729 | Time: 3266.97 ms [2021-01-13 08:47:29 main:574] : INFO : Epoch 570 | loss: 0.0311677 | val_loss: 0.0311718 | Time: 3271.64 ms [2021-01-13 08:47:32 main:574] : INFO : Epoch 571 | loss: 0.0311688 | val_loss: 0.0311734 | Time: 3271.32 ms [2021-01-13 08:47:35 main:574] : INFO : Epoch 572 | loss: 0.0311675 | val_loss: 0.0311723 | Time: 3254.47 ms [2021-01-13 08:47:38 main:574] : INFO : Epoch 573 | loss: 0.0311671 | val_loss: 0.031172 | Time: 3245.69 ms [2021-01-13 08:47:42 main:574] : INFO : Epoch 574 | loss: 0.0311667 | val_loss: 0.0311729 | Time: 3264.13 ms [2021-01-13 08:47:45 main:574] : INFO : Epoch 575 | loss: 0.0311668 | val_loss: 0.0311722 | Time: 3256.63 ms [2021-01-13 08:47:48 main:574] : INFO : Epoch 576 | loss: 0.0311681 | val_loss: 0.031177 | Time: 3256.7 ms [2021-01-13 08:47:52 main:574] : INFO : Epoch 577 | loss: 0.0311693 | val_loss: 0.0311731 | Time: 3245.11 ms [2021-01-13 08:47:55 main:574] : INFO : Epoch 578 | loss: 0.0311669 | val_loss: 0.0311727 | Time: 3257.94 ms [2021-01-13 08:47:58 main:574] : INFO : Epoch 579 | loss: 0.031168 | val_loss: 0.031172 | Time: 3253.81 ms [2021-01-13 08:48:01 main:574] : INFO : Epoch 580 | loss: 0.0311682 | val_loss: 0.0311737 | Time: 3261.92 ms [2021-01-13 08:48:05 main:574] : INFO : Epoch 581 | loss: 0.0311687 | val_loss: 0.0311747 | Time: 3268.4 ms [2021-01-13 08:48:08 main:574] : INFO : Epoch 582 | loss: 0.0311674 | val_loss: 0.0311778 | Time: 3259.45 ms [2021-01-13 08:48:11 main:574] : INFO : Epoch 583 | loss: 0.0311682 | val_loss: 0.0311725 | Time: 3263.12 ms [2021-01-13 08:48:15 main:574] : INFO : Epoch 584 | loss: 0.0311664 | val_loss: 0.0311721 | Time: 3231.72 ms [2021-01-13 08:48:18 main:574] : INFO : Epoch 585 | loss: 0.0311677 | val_loss: 0.0311748 | Time: 3281.93 ms [2021-01-13 08:48:21 main:574] : INFO : Epoch 586 | loss: 0.0311664 | val_loss: 0.0311748 | Time: 3263.71 ms [2021-01-13 08:48:24 main:574] : INFO : Epoch 587 | loss: 0.031167 | val_loss: 0.0311722 | Time: 3253.13 ms [2021-01-13 08:48:28 main:574] : INFO : Epoch 588 | loss: 0.0311676 | val_loss: 0.0311726 | Time: 3253.11 ms [2021-01-13 08:48:31 main:574] : INFO : Epoch 589 | loss: 0.0311694 | val_loss: 0.0311775 | Time: 3294.8 ms [2021-01-13 08:48:34 main:574] : INFO : Epoch 590 | loss: 0.031169 | val_loss: 0.0311728 | Time: 3335.44 ms [2021-01-13 08:48:38 main:574] : INFO : Epoch 591 | loss: 0.0311661 | val_loss: 0.0311734 | Time: 3541.92 ms [2021-01-13 08:48:41 main:574] : INFO : Epoch 592 | loss: 0.0311663 | val_loss: 0.0311741 | Time: 3274.23 ms [2021-01-13 08:48:44 main:574] : INFO : Epoch 593 | loss: 0.0311659 | val_loss: 0.0311729 | Time: 3291.57 ms [2021-01-13 08:48:48 main:574] : INFO : Epoch 594 | loss: 0.031166 | val_loss: 0.0311727 | Time: 3312.19 ms [2021-01-13 08:48:51 main:574] : INFO : Epoch 595 | loss: 0.0311652 | val_loss: 0.031172 | Time: 3309.93 ms [2021-01-13 08:48:55 main:574] : INFO : Epoch 596 | loss: 0.0311645 | val_loss: 0.0311723 | Time: 3316.48 ms [2021-01-13 08:48:58 main:574] : INFO : Epoch 597 | loss: 0.0311651 | val_loss: 0.0311717 | Time: 3305.97 ms [2021-01-13 08:49:01 main:574] : INFO : Epoch 598 | loss: 0.0311667 | val_loss: 0.0311724 | Time: 3280.91 ms [2021-01-13 08:49:04 main:574] : INFO : Epoch 599 | loss: 0.0311663 | val_loss: 0.031173 | Time: 3280.47 ms [2021-01-13 08:49:08 main:574] : INFO : Epoch 600 | loss: 0.0311672 | val_loss: 0.031174 | Time: 3257.79 ms [2021-01-13 08:49:11 main:574] : INFO : Epoch 601 | loss: 0.031167 | val_loss: 0.0311739 | Time: 3248.15 ms [2021-01-13 08:49:14 main:574] : INFO : Epoch 602 | loss: 0.0311652 | val_loss: 0.0311736 | Time: 3258.38 ms [2021-01-13 08:49:18 main:574] : INFO : Epoch 603 | loss: 0.0311642 | val_loss: 0.0311741 | Time: 3297.29 ms [2021-01-13 08:49:21 main:574] : INFO : Epoch 604 | loss: 0.031165 | val_loss: 0.0311745 | Time: 3318.4 ms [2021-01-13 08:49:24 main:574] : INFO : Epoch 605 | loss: 0.031169 | val_loss: 0.031179 | Time: 3263.64 ms [2021-01-13 08:49:28 main:574] : INFO : Epoch 606 | loss: 0.0311687 | val_loss: 0.0311849 | Time: 3288.83 ms [2021-01-13 08:49:31 main:574] : INFO : Epoch 607 | loss: 0.0311685 | val_loss: 0.031174 | Time: 3307.64 ms [2021-01-13 08:49:34 main:574] : INFO : Epoch 608 | loss: 0.0311667 | val_loss: 0.0311703 | Time: 3349.28 ms [2021-01-13 08:49:38 main:574] : INFO : Epoch 609 | loss: 0.0311686 | val_loss: 0.031184 | Time: 3295.49 ms [2021-01-13 08:49:41 main:574] : INFO : Epoch 610 | loss: 0.0311715 | val_loss: 0.0311843 | Time: 3267.38 ms [2021-01-13 08:49:44 main:574] : INFO : Epoch 611 | loss: 0.0311713 | val_loss: 0.0311765 | Time: 3257.85 ms [2021-01-13 08:49:47 main:574] : INFO : Epoch 612 | loss: 0.03117 | val_loss: 0.0311732 | Time: 3305.24 ms [2021-01-13 08:49:51 main:574] : INFO : Epoch 613 | loss: 0.0311687 | val_loss: 0.0311733 | Time: 3293.21 ms [2021-01-13 08:49:54 main:574] : INFO : Epoch 614 | loss: 0.0311683 | val_loss: 0.0311725 | Time: 3305.24 ms [2021-01-13 08:49:57 main:574] : INFO : Epoch 615 | loss: 0.0311692 | val_loss: 0.0311739 | Time: 3289.31 ms [2021-01-13 08:50:01 main:574] : INFO : Epoch 616 | loss: 0.0311724 | val_loss: 0.0311726 | Time: 3287.94 ms [2021-01-13 08:50:04 main:574] : INFO : Epoch 617 | loss: 0.0311693 | val_loss: 0.0311821 | Time: 3308.52 ms [2021-01-13 08:50:07 main:574] : INFO : Epoch 618 | loss: 0.0311714 | val_loss: 0.0311746 | Time: 3281.07 ms [2021-01-13 08:50:11 main:574] : INFO : Epoch 619 | loss: 0.0311676 | val_loss: 0.0311717 | Time: 3304.36 ms [2021-01-13 08:50:14 main:574] : INFO : Epoch 620 | loss: 0.0311667 | val_loss: 0.0311708 | Time: 3276.36 ms [2021-01-13 08:50:18 main:574] : INFO : Epoch 621 | loss: 0.0311691 | val_loss: 0.0311726 | Time: 3299.31 ms [2021-01-13 08:50:21 main:574] : INFO : Epoch 622 | loss: 0.0311698 | val_loss: 0.0311713 | Time: 3298.87 ms [2021-01-13 08:50:24 main:574] : INFO : Epoch 623 | loss: 0.0311696 | val_loss: 0.0311717 | Time: 3292.26 ms [2021-01-13 08:50:27 main:574] : INFO : Epoch 624 | loss: 0.0311698 | val_loss: 0.0311705 | Time: 3298.72 ms [2021-01-13 08:50:31 main:574] : INFO : Epoch 625 | loss: 0.0311694 | val_loss: 0.031173 | Time: 3274.65 ms [2021-01-13 08:50:34 main:574] : INFO : Epoch 626 | loss: 0.0311694 | val_loss: 0.0311756 | Time: 3282.03 ms [2021-01-13 08:50:37 main:574] : INFO : Epoch 627 | loss: 0.0311698 | val_loss: 0.0311777 | Time: 3296.19 ms [2021-01-13 08:50:41 main:574] : INFO : Epoch 628 | loss: 0.0311696 | val_loss: 0.0311727 | Time: 3281.5 ms [2021-01-13 08:50:44 main:574] : INFO : Epoch 629 | loss: 0.031168 | val_loss: 0.0311724 | Time: 3306.08 ms [2021-01-13 08:50:47 main:574] : INFO : Epoch 630 | loss: 0.0311662 | val_loss: 0.0311716 | Time: 3291.65 ms [2021-01-13 08:50:51 main:574] : INFO : Epoch 631 | loss: 0.0311657 | val_loss: 0.0311696 | Time: 3286.15 ms [2021-01-13 08:50:54 main:574] : INFO : Epoch 632 | loss: 0.0311667 | val_loss: 0.0311696 | Time: 3288.27 ms [2021-01-13 08:50:57 main:574] : INFO : Epoch 633 | loss: 0.0311674 | val_loss: 0.0311706 | Time: 3299.89 ms [2021-01-13 08:51:00 main:574] : INFO : Epoch 634 | loss: 0.0311677 | val_loss: 0.0311718 | Time: 3289.67 ms [2021-01-13 08:51:04 main:574] : INFO : Epoch 635 | loss: 0.0311673 | val_loss: 0.0311707 | Time: 3286.48 ms [2021-01-13 08:51:07 main:574] : INFO : Epoch 636 | loss: 0.0311671 | val_loss: 0.0311693 | Time: 3298.2 ms [2021-01-13 08:51:10 main:574] : INFO : Epoch 637 | loss: 0.031166 | val_loss: 0.0311709 | Time: 3305.71 ms [2021-01-13 08:51:14 main:574] : INFO : Epoch 638 | loss: 0.0311701 | val_loss: 0.0311754 | Time: 3274.04 ms [2021-01-13 08:51:17 main:574] : INFO : Epoch 639 | loss: 0.0311725 | val_loss: 0.0311784 | Time: 3350.81 ms [2021-01-13 08:51:20 main:574] : INFO : Epoch 640 | loss: 0.0311739 | val_loss: 0.031178 | Time: 3266.93 ms [2021-01-13 08:51:24 main:574] : INFO : Epoch 641 | loss: 0.0311715 | val_loss: 0.0311755 | Time: 3269.11 ms [2021-01-13 08:51:27 main:574] : INFO : Epoch 642 | loss: 0.0311714 | val_loss: 0.0311815 | Time: 3284.16 ms [2021-01-13 08:51:30 main:574] : INFO : Epoch 643 | loss: 0.031173 | val_loss: 0.0311808 | Time: 3240.08 ms [2021-01-13 08:51:33 main:574] : INFO : Epoch 644 | loss: 0.0311703 | val_loss: 0.0311771 | Time: 3267.3 ms [2021-01-13 08:51:37 main:574] : INFO : Epoch 645 | loss: 0.0311704 | val_loss: 0.0311752 | Time: 3285.36 ms [2021-01-13 08:51:40 main:574] : INFO : Epoch 646 | loss: 0.0311706 | val_loss: 0.0311773 | Time: 3298.05 ms [2021-01-13 08:51:43 main:574] : INFO : Epoch 647 | loss: 0.0311705 | val_loss: 0.0311819 | Time: 3307.99 ms [2021-01-13 08:51:47 main:574] : INFO : Epoch 648 | loss: 0.0311694 | val_loss: 0.0311755 | Time: 3327.04 ms [2021-01-13 08:51:50 main:574] : INFO : Epoch 649 | loss: 0.0311695 | val_loss: 0.0311762 | Time: 3347.27 ms [2021-01-13 08:51:53 main:574] : INFO : Epoch 650 | loss: 0.0311699 | val_loss: 0.0311793 | Time: 3335.44 ms [2021-01-13 08:51:57 main:574] : INFO : Epoch 651 | loss: 0.0311719 | val_loss: 0.0311764 | Time: 3316.3 ms [2021-01-13 08:52:00 main:574] : INFO : Epoch 652 | loss: 0.0311725 | val_loss: 0.0311799 | Time: 3313.82 ms [2021-01-13 08:52:03 main:574] : INFO : Epoch 653 | loss: 0.0311735 | val_loss: 0.0311765 | Time: 3282.72 ms [2021-01-13 08:52:07 main:574] : INFO : Epoch 654 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 3267.25 ms [2021-01-13 08:52:10 main:574] : INFO : Epoch 655 | loss: 0.0311717 | val_loss: 0.0311764 | Time: 3289.1 ms [2021-01-13 08:52:13 main:574] : INFO : Epoch 656 | loss: 0.0311687 | val_loss: 0.0311771 | Time: 3289.89 ms [2021-01-13 08:52:17 main:574] : INFO : Epoch 657 | loss: 0.0311688 | val_loss: 0.0311841 | Time: 3288.76 ms [2021-01-13 08:52:20 main:574] : INFO : Epoch 658 | loss: 0.0311704 | val_loss: 0.0311762 | Time: 3313.87 ms [2021-01-13 08:52:23 main:574] : INFO : Epoch 659 | loss: 0.0311674 | val_loss: 0.0311767 | Time: 3303.52 ms [2021-01-13 08:52:27 main:574] : INFO : Epoch 660 | loss: 0.0311682 | val_loss: 0.0311768 | Time: 3297.65 ms [2021-01-13 08:52:30 main:574] : INFO : Epoch 661 | loss: 0.0311707 | val_loss: 0.0311865 | Time: 3309.57 ms [2021-01-13 08:52:33 main:574] : INFO : Epoch 662 | loss: 0.0311727 | val_loss: 0.0311847 | Time: 3295.11 ms [2021-01-13 08:52:37 main:574] : INFO : Epoch 663 | loss: 0.0311697 | val_loss: 0.0311799 | Time: 3301.51 ms [2021-01-13 08:52:40 main:574] : INFO : Epoch 664 | loss: 0.0311666 | val_loss: 0.0311757 | Time: 3310.63 ms [2021-01-13 08:52:43 main:574] : INFO : Epoch 665 | loss: 0.0311665 | val_loss: 0.0311748 | Time: 3297.51 ms [2021-01-13 08:52:46 main:574] : INFO : Epoch 666 | loss: 0.0311666 | val_loss: 0.0311757 | Time: 3317.59 ms [2021-01-13 08:52:50 main:574] : INFO : Epoch 667 | loss: 0.0311666 | val_loss: 0.0311761 | Time: 3295.57 ms [2021-01-13 08:52:53 main:574] : INFO : Epoch 668 | loss: 0.031168 | val_loss: 0.0311746 | Time: 3274.21 ms [2021-01-13 08:52:56 main:574] : INFO : Epoch 669 | loss: 0.0311669 | val_loss: 0.0311775 | Time: 3305.1 ms [2021-01-13 08:53:00 main:574] : INFO : Epoch 670 | loss: 0.0311709 | val_loss: 0.0311741 | Time: 3294.59 ms [2021-01-13 08:53:03 main:574] : INFO : Epoch 671 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 3300.04 ms [2021-01-13 08:53:06 main:574] : INFO : Epoch 672 | loss: 0.0311675 | val_loss: 0.0311736 | Time: 3288.56 ms [2021-01-13 08:53:10 main:574] : INFO : Epoch 673 | loss: 0.0311665 | val_loss: 0.0311737 | Time: 3296.65 ms [2021-01-13 08:53:13 main:574] : INFO : Epoch 674 | loss: 0.0311672 | val_loss: 0.031175 | Time: 3343.93 ms [2021-01-13 08:53:16 main:574] : INFO : Epoch 675 | loss: 0.0311682 | val_loss: 0.031174 | Time: 3362.51 ms [2021-01-13 08:53:20 main:574] : INFO : Epoch 676 | loss: 0.0311691 | val_loss: 0.0311761 | Time: 3328.81 ms [2021-01-13 08:53:23 main:574] : INFO : Epoch 677 | loss: 0.0311693 | val_loss: 0.0311761 | Time: 3357.45 ms [2021-01-13 08:53:26 main:574] : INFO : Epoch 678 | loss: 0.0311686 | val_loss: 0.0311741 | Time: 3357.46 ms [2021-01-13 08:53:30 main:574] : INFO : Epoch 679 | loss: 0.0311693 | val_loss: 0.0311748 | Time: 3351.9 ms [2021-01-13 08:53:33 main:574] : INFO : Epoch 680 | loss: 0.0311695 | val_loss: 0.0311756 | Time: 3321.67 ms [2021-01-13 08:53:37 main:574] : INFO : Epoch 681 | loss: 0.0311697 | val_loss: 0.0311741 | Time: 3337.13 ms [2021-01-13 08:53:40 main:574] : INFO : Epoch 682 | loss: 0.0311692 | val_loss: 0.031175 | Time: 3355.47 ms [2021-01-13 08:53:43 main:574] : INFO : Epoch 683 | loss: 0.0311712 | val_loss: 0.0311757 | Time: 3334.88 ms [2021-01-13 08:53:47 main:574] : INFO : Epoch 684 | loss: 0.0311687 | val_loss: 0.0311747 | Time: 3336.17 ms [2021-01-13 08:53:50 main:574] : INFO : Epoch 685 | loss: 0.031169 | val_loss: 0.0311792 | Time: 3330.96 ms [2021-01-13 08:53:53 main:574] : INFO : Epoch 686 | loss: 0.0311712 | val_loss: 0.031176 | Time: 3370.31 ms [2021-01-13 08:53:57 main:574] : INFO : Epoch 687 | loss: 0.0311688 | val_loss: 0.0311744 | Time: 3327.67 ms [2021-01-13 08:54:00 main:574] : INFO : Epoch 688 | loss: 0.031168 | val_loss: 0.0311733 | Time: 3320.26 ms [2021-01-13 08:54:03 main:574] : INFO : Epoch 689 | loss: 0.0311684 | val_loss: 0.0311772 | Time: 3335.39 ms [2021-01-13 08:54:07 main:574] : INFO : Epoch 690 | loss: 0.03117 | val_loss: 0.0311769 | Time: 3324.71 ms [2021-01-13 08:54:10 main:574] : INFO : Epoch 691 | loss: 0.0311689 | val_loss: 0.0311763 | Time: 3332.85 ms [2021-01-13 08:54:13 main:574] : INFO : Epoch 692 | loss: 0.0311686 | val_loss: 0.0311786 | Time: 3332.34 ms [2021-01-13 08:54:17 main:574] : INFO : Epoch 693 | loss: 0.0311702 | val_loss: 0.031176 | Time: 3327.71 ms [2021-01-13 08:54:20 main:574] : INFO : Epoch 694 | loss: 0.0311676 | val_loss: 0.0311769 | Time: 3329.94 ms [2021-01-13 08:54:23 main:574] : INFO : Epoch 695 | loss: 0.0311682 | val_loss: 0.0311793 | Time: 3307.06 ms [2021-01-13 08:54:27 main:574] : INFO : Epoch 696 | loss: 0.0311714 | val_loss: 0.0311764 | Time: 3327.46 ms [2021-01-13 08:54:30 main:574] : INFO : Epoch 697 | loss: 0.0311689 | val_loss: 0.0311805 | Time: 3353.15 ms [2021-01-13 08:54:33 main:574] : INFO : Epoch 698 | loss: 0.031169 | val_loss: 0.0311761 | Time: 3346.15 ms [2021-01-13 08:54:37 main:574] : INFO : Epoch 699 | loss: 0.0311676 | val_loss: 0.0311773 | Time: 3324.67 ms [2021-01-13 08:54:40 main:574] : INFO : Epoch 700 | loss: 0.0311673 | val_loss: 0.0311764 | Time: 3357.39 ms [2021-01-13 08:54:44 main:574] : INFO : Epoch 701 | loss: 0.0311665 | val_loss: 0.0311756 | Time: 3336.96 ms [2021-01-13 08:54:47 main:574] : INFO : Epoch 702 | loss: 0.0311666 | val_loss: 0.0311738 | Time: 3315.67 ms [2021-01-13 08:54:50 main:574] : INFO : Epoch 703 | loss: 0.0311683 | val_loss: 0.0311859 | Time: 3330.14 ms [2021-01-13 08:54:54 main:574] : INFO : Epoch 704 | loss: 0.0311696 | val_loss: 0.0311744 | Time: 3332.91 ms [2021-01-13 08:54:57 main:574] : INFO : Epoch 705 | loss: 0.0311696 | val_loss: 0.0311841 | Time: 3321.86 ms [2021-01-13 08:55:00 main:574] : INFO : Epoch 706 | loss: 0.0311698 | val_loss: 0.0311754 | Time: 3435.21 ms [2021-01-13 08:55:04 main:574] : INFO : Epoch 707 | loss: 0.0311667 | val_loss: 0.0311752 | Time: 3438.65 ms [2021-01-13 08:55:07 main:574] : INFO : Epoch 708 | loss: 0.0311663 | val_loss: 0.0311751 | Time: 3433.5 ms [2021-01-13 08:55:11 main:574] : INFO : Epoch 709 | loss: 0.0311667 | val_loss: 0.0311798 | Time: 3466.26 ms [2021-01-13 08:55:14 main:574] : INFO : Epoch 710 | loss: 0.0311672 | val_loss: 0.0311751 | Time: 3435.04 ms [2021-01-13 08:55:18 main:574] : INFO : Epoch 711 | loss: 0.0311683 | val_loss: 0.0311773 | Time: 3434.6 ms [2021-01-13 08:55:21 main:574] : INFO : Epoch 712 | loss: 0.0311682 | val_loss: 0.0311744 | Time: 3417.47 ms [2021-01-13 08:55:25 main:574] : INFO : Epoch 713 | loss: 0.0311686 | val_loss: 0.031174 | Time: 3399.61 ms [2021-01-13 08:55:28 main:574] : INFO : Epoch 714 | loss: 0.0311699 | val_loss: 0.0311744 | Time: 3407.46 ms [2021-01-13 08:55:31 main:574] : INFO : Epoch 715 | loss: 0.03117 | val_loss: 0.0311746 | Time: 3385.76 ms [2021-01-13 08:55:35 main:574] : INFO : Epoch 716 | loss: 0.0311708 | val_loss: 0.0311761 | Time: 3414.82 ms [2021-01-13 08:55:38 main:574] : INFO : Epoch 717 | loss: 0.0311683 | val_loss: 0.0311751 | Time: 3402 ms [2021-01-13 08:55:42 main:574] : INFO : Epoch 718 | loss: 0.0311693 | val_loss: 0.0311774 | Time: 3418.96 ms [2021-01-13 08:55:45 main:574] : INFO : Epoch 719 | loss: 0.0311693 | val_loss: 0.0311782 | Time: 3429.37 ms [2021-01-13 08:55:49 main:574] : INFO : Epoch 720 | loss: 0.0311701 | val_loss: 0.0311791 | Time: 3404.23 ms [2021-01-13 08:55:52 main:574] : INFO : Epoch 721 | loss: 0.0311686 | val_loss: 0.0311733 | Time: 3344.03 ms [2021-01-13 08:55:55 main:574] : INFO : Epoch 722 | loss: 0.0311688 | val_loss: 0.0311761 | Time: 3322.34 ms [2021-01-13 08:55:59 main:574] : INFO : Epoch 723 | loss: 0.0311727 | val_loss: 0.0311774 | Time: 3298.66 ms [2021-01-13 08:56:02 main:574] : INFO : Epoch 724 | loss: 0.0311744 | val_loss: 0.0311766 | Time: 3299.53 ms [2021-01-13 08:56:05 main:574] : INFO : Epoch 725 | loss: 0.0311732 | val_loss: 0.0311742 | Time: 3296.03 ms [2021-01-13 08:56:09 main:574] : INFO : Epoch 726 | loss: 0.0311674 | val_loss: 0.0311746 | Time: 3236.17 ms [2021-01-13 08:56:12 main:574] : INFO : Epoch 727 | loss: 0.0311681 | val_loss: 0.0311746 | Time: 3270.29 ms [2021-01-13 08:56:15 main:574] : INFO : Epoch 728 | loss: 0.0311675 | val_loss: 0.0311744 | Time: 3255.61 ms [2021-01-13 08:56:18 main:574] : INFO : Epoch 729 | loss: 0.0311681 | val_loss: 0.0311747 | Time: 3291.21 ms [2021-01-13 08:56:22 main:574] : INFO : Epoch 730 | loss: 0.031168 | val_loss: 0.0311775 | Time: 3267.4 ms [2021-01-13 08:56:25 main:574] : INFO : Epoch 731 | loss: 0.0311682 | val_loss: 0.0311738 | Time: 3262.5 ms [2021-01-13 08:56:28 main:574] : INFO : Epoch 732 | loss: 0.0311668 | val_loss: 0.03118 | Time: 3289.88 ms [2021-01-13 08:56:32 main:574] : INFO : Epoch 733 | loss: 0.0311701 | val_loss: 0.0311719 | Time: 3270.11 ms [2021-01-13 08:56:35 main:574] : INFO : Epoch 734 | loss: 0.0311687 | val_loss: 0.0311762 | Time: 3305.17 ms [2021-01-13 08:56:38 main:574] : INFO : Epoch 735 | loss: 0.0311682 | val_loss: 0.0311719 | Time: 3262.64 ms [2021-01-13 08:56:42 main:574] : INFO : Epoch 736 | loss: 0.0311693 | val_loss: 0.0311751 | Time: 3262.58 ms [2021-01-13 08:56:45 main:574] : INFO : Epoch 737 | loss: 0.0311664 | val_loss: 0.031173 | Time: 3247.39 ms [2021-01-13 08:56:48 main:574] : INFO : Epoch 738 | loss: 0.0311662 | val_loss: 0.0311715 | Time: 3262.12 ms [2021-01-13 08:56:51 main:574] : INFO : Epoch 739 | loss: 0.0311659 | val_loss: 0.0311735 | Time: 3271.66 ms [2021-01-13 08:56:55 main:574] : INFO : Epoch 740 | loss: 0.0311664 | val_loss: 0.0311754 | Time: 3262.05 ms [2021-01-13 08:56:58 main:574] : INFO : Epoch 741 | loss: 0.0311664 | val_loss: 0.0311739 | Time: 3253.04 ms [2021-01-13 08:57:01 main:574] : INFO : Epoch 742 | loss: 0.0311679 | val_loss: 0.0311741 | Time: 3274.02 ms [2021-01-13 08:57:05 main:574] : INFO : Epoch 743 | loss: 0.031168 | val_loss: 0.0311726 | Time: 3269.67 ms [2021-01-13 08:57:08 main:574] : INFO : Epoch 744 | loss: 0.0311659 | val_loss: 0.0311752 | Time: 3264.16 ms [2021-01-13 08:57:11 main:574] : INFO : Epoch 745 | loss: 0.0311657 | val_loss: 0.0311738 | Time: 3269.56 ms [2021-01-13 08:57:14 main:574] : INFO : Epoch 746 | loss: 0.0311661 | val_loss: 0.0311722 | Time: 3253.07 ms [2021-01-13 08:57:18 main:574] : INFO : Epoch 747 | loss: 0.031165 | val_loss: 0.0311718 | Time: 3266.24 ms [2021-01-13 08:57:21 main:574] : INFO : Epoch 748 | loss: 0.0311665 | val_loss: 0.0311734 | Time: 3284.24 ms [2021-01-13 08:57:24 main:574] : INFO : Epoch 749 | loss: 0.0311671 | val_loss: 0.0311746 | Time: 3259.79 ms [2021-01-13 08:57:27 main:574] : INFO : Epoch 750 | loss: 0.0311652 | val_loss: 0.0311728 | Time: 3253.9 ms [2021-01-13 08:57:31 main:574] : INFO : Epoch 751 | loss: 0.0311644 | val_loss: 0.0311712 | Time: 3279.13 ms [2021-01-13 08:57:34 main:574] : INFO : Epoch 752 | loss: 0.0311645 | val_loss: 0.0311724 | Time: 3260.05 ms [2021-01-13 08:57:37 main:574] : INFO : Epoch 753 | loss: 0.031167 | val_loss: 0.0311732 | Time: 3266.16 ms [2021-01-13 08:57:41 main:574] : INFO : Epoch 754 | loss: 0.0311694 | val_loss: 0.0311716 | Time: 3279.36 ms [2021-01-13 08:57:44 main:574] : INFO : Epoch 755 | loss: 0.0311681 | val_loss: 0.0311727 | Time: 3288.78 ms [2021-01-13 08:57:47 main:574] : INFO : Epoch 756 | loss: 0.0311693 | val_loss: 0.0311739 | Time: 3248.4 ms [2021-01-13 08:57:51 main:574] : INFO : Epoch 757 | loss: 0.0311663 | val_loss: 0.0311732 | Time: 3260.46 ms [2021-01-13 08:57:54 main:574] : INFO : Epoch 758 | loss: 0.031166 | val_loss: 0.0311729 | Time: 3259.33 ms [2021-01-13 08:57:57 main:574] : INFO : Epoch 759 | loss: 0.031167 | val_loss: 0.0311724 | Time: 3257.91 ms [2021-01-13 08:58:00 main:574] : INFO : Epoch 760 | loss: 0.0311662 | val_loss: 0.0311789 | Time: 3263.4 ms [2021-01-13 08:58:04 main:574] : INFO : Epoch 761 | loss: 0.0311676 | val_loss: 0.0311736 | Time: 3251.87 ms [2021-01-13 08:58:07 main:574] : INFO : Epoch 762 | loss: 0.0311671 | val_loss: 0.0311726 | Time: 3265.28 ms [2021-01-13 08:58:10 main:574] : INFO : Epoch 763 | loss: 0.0311674 | val_loss: 0.0311754 | Time: 3262.22 ms [2021-01-13 08:58:14 main:574] : INFO : Epoch 764 | loss: 0.031167 | val_loss: 0.031173 | Time: 3281.23 ms [2021-01-13 08:58:17 main:574] : INFO : Epoch 765 | loss: 0.0311664 | val_loss: 0.0311701 | Time: 3260.43 ms [2021-01-13 08:58:20 main:574] : INFO : Epoch 766 | loss: 0.0311673 | val_loss: 0.0311721 | Time: 3263.67 ms [2021-01-13 08:58:23 main:574] : INFO : Epoch 767 | loss: 0.0311649 | val_loss: 0.0311718 | Time: 3267.46 ms [2021-01-13 08:58:27 main:574] : INFO : Epoch 768 | loss: 0.0311665 | val_loss: 0.0311739 | Time: 3273.87 ms [2021-01-13 08:58:30 main:574] : INFO : Epoch 769 | loss: 0.0311664 | val_loss: 0.0311833 | Time: 3255.4 ms [2021-01-13 08:58:33 main:574] : INFO : Epoch 770 | loss: 0.0311689 | val_loss: 0.0311722 | Time: 3261.11 ms [2021-01-13 08:58:37 main:574] : INFO : Epoch 771 | loss: 0.0311664 | val_loss: 0.0311736 | Time: 3272.59 ms [2021-01-13 08:58:40 main:574] : INFO : Epoch 772 | loss: 0.0311692 | val_loss: 0.0311752 | Time: 3244.49 ms [2021-01-13 08:58:43 main:574] : INFO : Epoch 773 | loss: 0.0311669 | val_loss: 0.03118 | Time: 3254.7 ms [2021-01-13 08:58:46 main:574] : INFO : Epoch 774 | loss: 0.0311672 | val_loss: 0.0311716 | Time: 3264.71 ms [2021-01-13 08:58:50 main:574] : INFO : Epoch 775 | loss: 0.0311657 | val_loss: 0.0311736 | Time: 3274.05 ms [2021-01-13 08:58:53 main:574] : INFO : Epoch 776 | loss: 0.031167 | val_loss: 0.0311738 | Time: 3247.57 ms [2021-01-13 08:58:56 main:574] : INFO : Epoch 777 | loss: 0.0311669 | val_loss: 0.0311732 | Time: 3262.5 ms [2021-01-13 08:59:00 main:574] : INFO : Epoch 778 | loss: 0.0311672 | val_loss: 0.0311736 | Time: 3261.33 ms [2021-01-13 08:59:03 main:574] : INFO : Epoch 779 | loss: 0.0311667 | val_loss: 0.0311742 | Time: 3281.32 ms [2021-01-13 08:59:06 main:574] : INFO : Epoch 780 | loss: 0.0311656 | val_loss: 0.0311757 | Time: 3252.52 ms [2021-01-13 08:59:09 main:574] : INFO : Epoch 781 | loss: 0.0311657 | val_loss: 0.0311776 | Time: 3272.45 ms [2021-01-13 08:59:13 main:574] : INFO : Epoch 782 | loss: 0.03117 | val_loss: 0.031187 | Time: 3249.72 ms [2021-01-13 08:59:16 main:574] : INFO : Epoch 783 | loss: 0.0311693 | val_loss: 0.0311758 | Time: 3261.39 ms [2021-01-13 08:59:19 main:574] : INFO : Epoch 784 | loss: 0.0311677 | val_loss: 0.0311761 | Time: 3277.74 ms [2021-01-13 08:59:23 main:574] : INFO : Epoch 785 | loss: 0.0311655 | val_loss: 0.0311755 | Time: 3261.27 ms [2021-01-13 08:59:26 main:574] : INFO : Epoch 786 | loss: 0.0311667 | val_loss: 0.0311758 | Time: 3244.33 ms [2021-01-13 08:59:29 main:574] : INFO : Epoch 787 | loss: 0.0311651 | val_loss: 0.0311733 | Time: 3275.36 ms [2021-01-13 08:59:32 main:574] : INFO : Epoch 788 | loss: 0.0311675 | val_loss: 0.0311734 | Time: 3248.32 ms [2021-01-13 08:59:36 main:574] : INFO : Epoch 789 | loss: 0.0311658 | val_loss: 0.0311797 | Time: 3265.12 ms [2021-01-13 08:59:39 main:574] : INFO : Epoch 790 | loss: 0.0311705 | val_loss: 0.0311844 | Time: 3259.3 ms [2021-01-13 08:59:42 main:574] : INFO : Epoch 791 | loss: 0.0311677 | val_loss: 0.0311765 | Time: 3256.6 ms [2021-01-13 08:59:46 main:574] : INFO : Epoch 792 | loss: 0.0311653 | val_loss: 0.0311741 | Time: 3264.26 ms [2021-01-13 08:59:49 main:574] : INFO : Epoch 793 | loss: 0.0311662 | val_loss: 0.0311742 | Time: 3249.1 ms [2021-01-13 08:59:52 main:574] : INFO : Epoch 794 | loss: 0.0311669 | val_loss: 0.0311747 | Time: 3259.59 ms [2021-01-13 08:59:55 main:574] : INFO : Epoch 795 | loss: 0.0311657 | val_loss: 0.0311737 | Time: 3290.04 ms [2021-01-13 08:59:59 main:574] : INFO : Epoch 796 | loss: 0.0311652 | val_loss: 0.0311743 | Time: 3261.75 ms [2021-01-13 09:00:02 main:574] : INFO : Epoch 797 | loss: 0.0311645 | val_loss: 0.0311754 | Time: 3275.16 ms [2021-01-13 09:00:05 main:574] : INFO : Epoch 798 | loss: 0.0311661 | val_loss: 0.0311739 | Time: 3270.42 ms [2021-01-13 09:00:09 main:574] : INFO : Epoch 799 | loss: 0.0311649 | val_loss: 0.0311736 | Time: 3266.88 ms [2021-01-13 09:00:12 main:574] : INFO : Epoch 800 | loss: 0.0311646 | val_loss: 0.0311736 | Time: 3266.41 ms [2021-01-13 09:00:15 main:574] : INFO : Epoch 801 | loss: 0.0311679 | val_loss: 0.0311719 | Time: 3250.26 ms [2021-01-13 09:00:18 main:574] : INFO : Epoch 802 | loss: 0.0311711 | val_loss: 0.0311732 | Time: 3255.16 ms [2021-01-13 09:00:22 main:574] : INFO : Epoch 803 | loss: 0.0311661 | val_loss: 0.0311725 | Time: 3257.77 ms [2021-01-13 09:00:25 main:574] : INFO : Epoch 804 | loss: 0.0311653 | val_loss: 0.0311763 | Time: 3264.64 ms [2021-01-13 09:00:28 main:574] : INFO : Epoch 805 | loss: 0.0311645 | val_loss: 0.0311718 | Time: 3249.24 ms [2021-01-13 09:00:32 main:574] : INFO : Epoch 806 | loss: 0.0311645 | val_loss: 0.0311749 | Time: 3250.32 ms [2021-01-13 09:00:35 main:574] : INFO : Epoch 807 | loss: 0.0311648 | val_loss: 0.031174 | Time: 3259.37 ms [2021-01-13 09:00:38 main:574] : INFO : Epoch 808 | loss: 0.0311645 | val_loss: 0.0311714 | Time: 3269.52 ms [2021-01-13 09:00:41 main:574] : INFO : Epoch 809 | loss: 0.0311656 | val_loss: 0.0311724 | Time: 3263.3 ms [2021-01-13 09:00:45 main:574] : INFO : Epoch 810 | loss: 0.0311653 | val_loss: 0.0311719 | Time: 3267.55 ms [2021-01-13 09:00:48 main:574] : INFO : Epoch 811 | loss: 0.0311665 | val_loss: 0.0311722 | Time: 3273.05 ms [2021-01-13 09:00:51 main:574] : INFO : Epoch 812 | loss: 0.0311697 | val_loss: 0.031173 | Time: 3280.26 ms [2021-01-13 09:00:55 main:574] : INFO : Epoch 813 | loss: 0.0311655 | val_loss: 0.0311733 | Time: 3254.23 ms [2021-01-13 09:00:58 main:574] : INFO : Epoch 814 | loss: 0.0311652 | val_loss: 0.0311739 | Time: 3244.12 ms [2021-01-13 09:01:01 main:574] : INFO : Epoch 815 | loss: 0.0311669 | val_loss: 0.0311764 | Time: 3257.88 ms [2021-01-13 09:01:04 main:574] : INFO : Epoch 816 | loss: 0.0311659 | val_loss: 0.0311707 | Time: 3246.32 ms [2021-01-13 09:01:08 main:574] : INFO : Epoch 817 | loss: 0.0311674 | val_loss: 0.0311773 | Time: 3260.83 ms [2021-01-13 09:01:11 main:574] : INFO : Epoch 818 | loss: 0.0311718 | val_loss: 0.0311774 | Time: 3262.02 ms [2021-01-13 09:01:14 main:574] : INFO : Epoch 819 | loss: 0.0311716 | val_loss: 0.0311769 | Time: 3271.96 ms [2021-01-13 09:01:18 main:574] : INFO : Epoch 820 | loss: 0.0311724 | val_loss: 0.0311803 | Time: 3268.39 ms [2021-01-13 09:01:21 main:574] : INFO : Epoch 821 | loss: 0.0311733 | val_loss: 0.0311762 | Time: 3259.2 ms [2021-01-13 09:01:24 main:574] : INFO : Epoch 822 | loss: 0.031171 | val_loss: 0.0311757 | Time: 3262.07 ms [2021-01-13 09:01:27 main:574] : INFO : Epoch 823 | loss: 0.0311712 | val_loss: 0.0311759 | Time: 3260.25 ms [2021-01-13 09:01:31 main:574] : INFO : Epoch 824 | loss: 0.0311701 | val_loss: 0.0311763 | Time: 3255.24 ms [2021-01-13 09:01:34 main:574] : INFO : Epoch 825 | loss: 0.0311706 | val_loss: 0.0311761 | Time: 3291.08 ms [2021-01-13 09:01:37 main:574] : INFO : Epoch 826 | loss: 0.0311723 | val_loss: 0.0311759 | Time: 3266.53 ms [2021-01-13 09:01:41 main:574] : INFO : Epoch 827 | loss: 0.0311705 | val_loss: 0.0311769 | Time: 3262.85 ms [2021-01-13 09:01:44 main:574] : INFO : Epoch 828 | loss: 0.0311709 | val_loss: 0.0311722 | Time: 3252.53 ms [2021-01-13 09:01:47 main:574] : INFO : Epoch 829 | loss: 0.0311684 | val_loss: 0.0311766 | Time: 3271.77 ms [2021-01-13 09:01:50 main:574] : INFO : Epoch 830 | loss: 0.0311688 | val_loss: 0.031174 | Time: 3255.36 ms [2021-01-13 09:01:54 main:574] : INFO : Epoch 831 | loss: 0.0311682 | val_loss: 0.031173 | Time: 3271.76 ms [2021-01-13 09:01:57 main:574] : INFO : Epoch 832 | loss: 0.031169 | val_loss: 0.0311752 | Time: 3266.57 ms [2021-01-13 09:02:00 main:574] : INFO : Epoch 833 | loss: 0.031168 | val_loss: 0.0311797 | Time: 3275.94 ms [2021-01-13 09:02:04 main:574] : INFO : Epoch 834 | loss: 0.0311694 | val_loss: 0.0311756 | Time: 3267.2 ms [2021-01-13 09:02:07 main:574] : INFO : Epoch 835 | loss: 0.0311677 | val_loss: 0.0311738 | Time: 3246.07 ms [2021-01-13 09:02:10 main:574] : INFO : Epoch 836 | loss: 0.0311673 | val_loss: 0.0311748 | Time: 3259.26 ms [2021-01-13 09:02:13 main:574] : INFO : Epoch 837 | loss: 0.0311667 | val_loss: 0.0311745 | Time: 3235.62 ms [2021-01-13 09:02:17 main:574] : INFO : Epoch 838 | loss: 0.0311667 | val_loss: 0.0311741 | Time: 3268.26 ms [2021-01-13 09:02:20 main:574] : INFO : Epoch 839 | loss: 0.0311671 | val_loss: 0.0311746 | Time: 3267.07 ms [2021-01-13 09:02:23 main:574] : INFO : Epoch 840 | loss: 0.0311681 | val_loss: 0.0311755 | Time: 3273.69 ms [2021-01-13 09:02:27 main:574] : INFO : Epoch 841 | loss: 0.0311686 | val_loss: 0.0311745 | Time: 3255.46 ms [2021-01-13 09:02:30 main:574] : INFO : Epoch 842 | loss: 0.0311668 | val_loss: 0.0311753 | Time: 3259.01 ms [2021-01-13 09:02:33 main:574] : INFO : Epoch 843 | loss: 0.0311668 | val_loss: 0.0311737 | Time: 3265.92 ms [2021-01-13 09:02:36 main:574] : INFO : Epoch 844 | loss: 0.0311677 | val_loss: 0.0311725 | Time: 3256.87 ms [2021-01-13 09:02:40 main:574] : INFO : Epoch 845 | loss: 0.0311668 | val_loss: 0.031174 | Time: 3246.06 ms [2021-01-13 09:02:43 main:574] : INFO : Epoch 846 | loss: 0.0311674 | val_loss: 0.0311778 | Time: 3260.73 ms [2021-01-13 09:02:46 main:574] : INFO : Epoch 847 | loss: 0.0311674 | val_loss: 0.0311736 | Time: 3266.95 ms [2021-01-13 09:02:50 main:574] : INFO : Epoch 848 | loss: 0.0311678 | val_loss: 0.0311746 | Time: 3245.21 ms [2021-01-13 09:02:53 main:574] : INFO : Epoch 849 | loss: 0.0311676 | val_loss: 0.0311844 | Time: 3255.95 ms [2021-01-13 09:02:56 main:574] : INFO : Epoch 850 | loss: 0.0311687 | val_loss: 0.031175 | Time: 3244.26 ms [2021-01-13 09:02:59 main:574] : INFO : Epoch 851 | loss: 0.0311678 | val_loss: 0.0311728 | Time: 3267.26 ms [2021-01-13 09:03:03 main:574] : INFO : Epoch 852 | loss: 0.031166 | val_loss: 0.0311727 | Time: 3264.71 ms [2021-01-13 09:03:06 main:574] : INFO : Epoch 853 | loss: 0.0311659 | val_loss: 0.0311742 | Time: 3279.39 ms [2021-01-13 09:03:09 main:574] : INFO : Epoch 854 | loss: 0.0311655 | val_loss: 0.0311756 | Time: 3263.54 ms [2021-01-13 09:03:13 main:574] : INFO : Epoch 855 | loss: 0.0311666 | val_loss: 0.0311745 | Time: 3264.01 ms [2021-01-13 09:03:16 main:574] : INFO : Epoch 856 | loss: 0.0311671 | val_loss: 0.031175 | Time: 3260.02 ms [2021-01-13 09:03:19 main:574] : INFO : Epoch 857 | loss: 0.0311667 | val_loss: 0.0311739 | Time: 3259.71 ms [2021-01-13 09:03:22 main:574] : INFO : Epoch 858 | loss: 0.0311671 | val_loss: 0.0311758 | Time: 3268.62 ms [2021-01-13 09:03:26 main:574] : INFO : Epoch 859 | loss: 0.0311676 | val_loss: 0.0311768 | Time: 3249.57 ms [2021-01-13 09:03:29 main:574] : INFO : Epoch 860 | loss: 0.0311686 | val_loss: 0.0311736 | Time: 3270.38 ms [2021-01-13 09:03:32 main:574] : INFO : Epoch 861 | loss: 0.0311656 | val_loss: 0.0311749 | Time: 3274.89 ms [2021-01-13 09:03:36 main:574] : INFO : Epoch 862 | loss: 0.0311655 | val_loss: 0.0311736 | Time: 3249.04 ms [2021-01-13 09:03:39 main:574] : INFO : Epoch 863 | loss: 0.0311682 | val_loss: 0.0311771 | Time: 3247.15 ms [2021-01-13 09:03:42 main:574] : INFO : Epoch 864 | loss: 0.0311677 | val_loss: 0.0311795 | Time: 3276.74 ms [2021-01-13 09:03:45 main:574] : INFO : Epoch 865 | loss: 0.0311692 | val_loss: 0.0311758 | Time: 3265.42 ms [2021-01-13 09:03:49 main:574] : INFO : Epoch 866 | loss: 0.0311641 | val_loss: 0.0311745 | Time: 3255.62 ms [2021-01-13 09:03:52 main:574] : INFO : Epoch 867 | loss: 0.0311656 | val_loss: 0.0311751 | Time: 3271.4 ms [2021-01-13 09:03:55 main:574] : INFO : Epoch 868 | loss: 0.0311655 | val_loss: 0.0311734 | Time: 3249.36 ms [2021-01-13 09:03:58 main:574] : INFO : Epoch 869 | loss: 0.031167 | val_loss: 0.031172 | Time: 3268.08 ms [2021-01-13 09:04:02 main:574] : INFO : Epoch 870 | loss: 0.0311687 | val_loss: 0.0311752 | Time: 3261.14 ms [2021-01-13 09:04:05 main:574] : INFO : Epoch 871 | loss: 0.0311692 | val_loss: 0.031174 | Time: 3285.81 ms [2021-01-13 09:04:08 main:574] : INFO : Epoch 872 | loss: 0.0311712 | val_loss: 0.0311789 | Time: 3255.25 ms [2021-01-13 09:04:12 main:574] : INFO : Epoch 873 | loss: 0.0311705 | val_loss: 0.0311766 | Time: 3259.36 ms [2021-01-13 09:04:15 main:574] : INFO : Epoch 874 | loss: 0.0311689 | val_loss: 0.031177 | Time: 3261.36 ms [2021-01-13 09:04:18 main:574] : INFO : Epoch 875 | loss: 0.0311682 | val_loss: 0.0311802 | Time: 3264.51 ms [2021-01-13 09:04:21 main:574] : INFO : Epoch 876 | loss: 0.031167 | val_loss: 0.0311762 | Time: 3260.8 ms [2021-01-13 09:04:25 main:574] : INFO : Epoch 877 | loss: 0.0311655 | val_loss: 0.0311764 | Time: 3273.28 ms [2021-01-13 09:04:28 main:574] : INFO : Epoch 878 | loss: 0.0311663 | val_loss: 0.0311783 | Time: 3249.85 ms [2021-01-13 09:04:31 main:574] : INFO : Epoch 879 | loss: 0.0311667 | val_loss: 0.0311762 | Time: 3277.16 ms [2021-01-13 09:04:35 main:574] : INFO : Epoch 880 | loss: 0.0311665 | val_loss: 0.0311758 | Time: 3255.08 ms [2021-01-13 09:04:38 main:574] : INFO : Epoch 881 | loss: 0.0311662 | val_loss: 0.0311741 | Time: 3270.22 ms [2021-01-13 09:04:41 main:574] : INFO : Epoch 882 | loss: 0.0311661 | val_loss: 0.0311762 | Time: 3263.78 ms [2021-01-13 09:04:44 main:574] : INFO : Epoch 883 | loss: 0.0311663 | val_loss: 0.0311769 | Time: 3251.86 ms [2021-01-13 09:04:48 main:574] : INFO : Epoch 884 | loss: 0.0311659 | val_loss: 0.0311777 | Time: 3253.05 ms [2021-01-13 09:04:51 main:574] : INFO : Epoch 885 | loss: 0.031166 | val_loss: 0.0311761 | Time: 3263.08 ms [2021-01-13 09:04:54 main:574] : INFO : Epoch 886 | loss: 0.0311667 | val_loss: 0.0311812 | Time: 3255.49 ms [2021-01-13 09:04:58 main:574] : INFO : Epoch 887 | loss: 0.0311659 | val_loss: 0.0311771 | Time: 3286.1 ms [2021-01-13 09:05:01 main:574] : INFO : Epoch 888 | loss: 0.0311655 | val_loss: 0.0311764 | Time: 3271.59 ms [2021-01-13 09:05:04 main:574] : INFO : Epoch 889 | loss: 0.0311662 | val_loss: 0.0311765 | Time: 3261.78 ms [2021-01-13 09:05:07 main:574] : INFO : Epoch 890 | loss: 0.0311669 | val_loss: 0.0311767 | Time: 3248.9 ms [2021-01-13 09:05:11 main:574] : INFO : Epoch 891 | loss: 0.0311697 | val_loss: 0.0311817 | Time: 3249.29 ms [2021-01-13 09:05:14 main:574] : INFO : Epoch 892 | loss: 0.0311711 | val_loss: 0.0311793 | Time: 3295.55 ms [2021-01-13 09:05:17 main:574] : INFO : Epoch 893 | loss: 0.0311664 | val_loss: 0.0311749 | Time: 3314.18 ms [2021-01-13 09:05:21 main:574] : INFO : Epoch 894 | loss: 0.0311669 | val_loss: 0.0311796 | Time: 3320.8 ms [2021-01-13 09:05:24 main:574] : INFO : Epoch 895 | loss: 0.031168 | val_loss: 0.0311767 | Time: 3301.26 ms [2021-01-13 09:05:27 main:574] : INFO : Epoch 896 | loss: 0.0311666 | val_loss: 0.0311752 | Time: 3299.12 ms [2021-01-13 09:05:31 main:574] : INFO : Epoch 897 | loss: 0.0311664 | val_loss: 0.031176 | Time: 3269.69 ms [2021-01-13 09:05:34 main:574] : INFO : Epoch 898 | loss: 0.0311675 | val_loss: 0.0311756 | Time: 3252.12 ms [2021-01-13 09:05:37 main:574] : INFO : Epoch 899 | loss: 0.0311664 | val_loss: 0.0311757 | Time: 3288.37 ms [2021-01-13 09:05:41 main:574] : INFO : Epoch 900 | loss: 0.0311657 | val_loss: 0.0311762 | Time: 3287.58 ms [2021-01-13 09:05:44 main:574] : INFO : Epoch 901 | loss: 0.0311669 | val_loss: 0.0311755 | Time: 3252.44 ms [2021-01-13 09:05:47 main:574] : INFO : Epoch 902 | loss: 0.0311658 | val_loss: 0.0311764 | Time: 3260.9 ms [2021-01-13 09:05:50 main:574] : INFO : Epoch 903 | loss: 0.031167 | val_loss: 0.0311771 | Time: 3278.04 ms [2021-01-13 09:05:54 main:574] : INFO : Epoch 904 | loss: 0.0311665 | val_loss: 0.0311764 | Time: 3273.39 ms [2021-01-13 09:05:57 main:574] : INFO : Epoch 905 | loss: 0.0311669 | val_loss: 0.0311754 | Time: 3266.74 ms [2021-01-13 09:06:00 main:574] : INFO : Epoch 906 | loss: 0.0311672 | val_loss: 0.0311759 | Time: 3270.02 ms [2021-01-13 09:06:04 main:574] : INFO : Epoch 907 | loss: 0.0311672 | val_loss: 0.0311751 | Time: 3285.55 ms [2021-01-13 09:06:07 main:574] : INFO : Epoch 908 | loss: 0.0311663 | val_loss: 0.0311764 | Time: 3278.39 ms [2021-01-13 09:06:10 main:574] : INFO : Epoch 909 | loss: 0.0311652 | val_loss: 0.0311763 | Time: 3282.11 ms [2021-01-13 09:06:13 main:574] : INFO : Epoch 910 | loss: 0.0311664 | val_loss: 0.0311767 | Time: 3264.9 ms [2021-01-13 09:06:17 main:574] : INFO : Epoch 911 | loss: 0.0311656 | val_loss: 0.0311778 | Time: 3266.63 ms [2021-01-13 09:06:20 main:574] : INFO : Epoch 912 | loss: 0.031167 | val_loss: 0.0311745 | Time: 3255.3 ms [2021-01-13 09:06:23 main:574] : INFO : Epoch 913 | loss: 0.0311661 | val_loss: 0.0311754 | Time: 3285.2 ms [2021-01-13 09:06:27 main:574] : INFO : Epoch 914 | loss: 0.0311662 | val_loss: 0.0311811 | Time: 3292.87 ms [2021-01-13 09:06:30 main:574] : INFO : Epoch 915 | loss: 0.0311682 | val_loss: 0.0311763 | Time: 3270.89 ms [2021-01-13 09:06:33 main:574] : INFO : Epoch 916 | loss: 0.0311681 | val_loss: 0.0311768 | Time: 3259.7 ms [2021-01-13 09:06:37 main:574] : INFO : Epoch 917 | loss: 0.0311684 | val_loss: 0.0311761 | Time: 3265.64 ms [2021-01-13 09:06:40 main:574] : INFO : Epoch 918 | loss: 0.0311675 | val_loss: 0.0311753 | Time: 3245.18 ms [2021-01-13 09:06:43 main:574] : INFO : Epoch 919 | loss: 0.0311708 | val_loss: 0.031177 | Time: 3273.92 ms [2021-01-13 09:06:46 main:574] : INFO : Epoch 920 | loss: 0.0311705 | val_loss: 0.0311739 | Time: 3268.9 ms [2021-01-13 09:06:50 main:574] : INFO : Epoch 921 | loss: 0.0311683 | val_loss: 0.0311829 | Time: 3262.31 ms [2021-01-13 09:06:53 main:574] : INFO : Epoch 922 | loss: 0.0311662 | val_loss: 0.0311728 | Time: 3258.89 ms [2021-01-13 09:06:56 main:574] : INFO : Epoch 923 | loss: 0.0311662 | val_loss: 0.0311746 | Time: 3274.43 ms [2021-01-13 09:07:00 main:574] : INFO : Epoch 924 | loss: 0.0311658 | val_loss: 0.0311757 | Time: 3269.78 ms [2021-01-13 09:07:03 main:574] : INFO : Epoch 925 | loss: 0.0311657 | val_loss: 0.0311747 | Time: 3280.3 ms [2021-01-13 09:07:06 main:574] : INFO : Epoch 926 | loss: 0.0311681 | val_loss: 0.031177 | Time: 3257.28 ms [2021-01-13 09:07:09 main:574] : INFO : Epoch 927 | loss: 0.031167 | val_loss: 0.0311739 | Time: 3273.56 ms [2021-01-13 09:07:13 main:574] : INFO : Epoch 928 | loss: 0.031165 | val_loss: 0.0311756 | Time: 3300.63 ms [2021-01-13 09:07:16 main:574] : INFO : Epoch 929 | loss: 0.0311648 | val_loss: 0.0311742 | Time: 3287.21 ms [2021-01-13 09:07:19 main:574] : INFO : Epoch 930 | loss: 0.0311648 | val_loss: 0.031174 | Time: 3258.73 ms [2021-01-13 09:07:23 main:574] : INFO : Epoch 931 | loss: 0.0311654 | val_loss: 0.0311757 | Time: 3265.56 ms [2021-01-13 09:07:26 main:574] : INFO : Epoch 932 | loss: 0.0311654 | val_loss: 0.0311755 | Time: 3261.17 ms [2021-01-13 09:07:29 main:574] : INFO : Epoch 933 | loss: 0.0311657 | val_loss: 0.0311735 | Time: 3274.4 ms [2021-01-13 09:07:33 main:574] : INFO : Epoch 934 | loss: 0.0311644 | val_loss: 0.0311739 | Time: 3260.84 ms [2021-01-13 09:07:36 main:574] : INFO : Epoch 935 | loss: 0.0311645 | val_loss: 0.0311748 | Time: 3294.59 ms [2021-01-13 09:07:39 main:574] : INFO : Epoch 936 | loss: 0.0311649 | val_loss: 0.0311759 | Time: 3258 ms [2021-01-13 09:07:42 main:574] : INFO : Epoch 937 | loss: 0.0311648 | val_loss: 0.031176 | Time: 3281.36 ms [2021-01-13 09:07:46 main:574] : INFO : Epoch 938 | loss: 0.0311665 | val_loss: 0.0311779 | Time: 3256.72 ms [2021-01-13 09:07:49 main:574] : INFO : Epoch 939 | loss: 0.0311658 | val_loss: 0.031175 | Time: 3257.89 ms [2021-01-13 09:07:52 main:574] : INFO : Epoch 940 | loss: 0.0311649 | val_loss: 0.0311749 | Time: 3270.88 ms [2021-01-13 09:07:56 main:574] : INFO : Epoch 941 | loss: 0.0311663 | val_loss: 0.0311748 | Time: 3259.98 ms [2021-01-13 09:07:59 main:574] : INFO : Epoch 942 | loss: 0.0311655 | val_loss: 0.031175 | Time: 3275.27 ms [2021-01-13 09:08:02 main:574] : INFO : Epoch 943 | loss: 0.0311698 | val_loss: 0.0311783 | Time: 3283.92 ms [2021-01-13 09:08:05 main:574] : INFO : Epoch 944 | loss: 0.0311741 | val_loss: 0.0311805 | Time: 3266.35 ms [2021-01-13 09:08:09 main:574] : INFO : Epoch 945 | loss: 0.0311755 | val_loss: 0.0311817 | Time: 3269.85 ms [2021-01-13 09:08:12 main:574] : INFO : Epoch 946 | loss: 0.0311768 | val_loss: 0.0311797 | Time: 3267.79 ms [2021-01-13 09:08:15 main:574] : INFO : Epoch 947 | loss: 0.0311763 | val_loss: 0.0311794 | Time: 3251.88 ms [2021-01-13 09:08:19 main:574] : INFO : Epoch 948 | loss: 0.0311804 | val_loss: 0.0311769 | Time: 3268.24 ms [2021-01-13 09:08:22 main:574] : INFO : Epoch 949 | loss: 0.0311776 | val_loss: 0.0311782 | Time: 3264.98 ms [2021-01-13 09:08:25 main:574] : INFO : Epoch 950 | loss: 0.0311747 | val_loss: 0.0311762 | Time: 3248.42 ms [2021-01-13 09:08:28 main:574] : INFO : Epoch 951 | loss: 0.0311748 | val_loss: 0.0311823 | Time: 3281.59 ms [2021-01-13 09:08:32 main:574] : INFO : Epoch 952 | loss: 0.0311768 | val_loss: 0.0311785 | Time: 3260.43 ms [2021-01-13 09:08:35 main:574] : INFO : Epoch 953 | loss: 0.0311757 | val_loss: 0.0311778 | Time: 3267.92 ms [2021-01-13 09:08:38 main:574] : INFO : Epoch 954 | loss: 0.0311756 | val_loss: 0.0311776 | Time: 3246.51 ms [2021-01-13 09:08:42 main:574] : INFO : Epoch 955 | loss: 0.0311747 | val_loss: 0.0311803 | Time: 3268.16 ms [2021-01-13 09:08:45 main:574] : INFO : Epoch 956 | loss: 0.0311744 | val_loss: 0.031178 | Time: 3270.06 ms [2021-01-13 09:08:48 main:574] : INFO : Epoch 957 | loss: 0.0311755 | val_loss: 0.0311777 | Time: 3260.36 ms [2021-01-13 09:08:51 main:574] : INFO : Epoch 958 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 3270.95 ms [2021-01-13 09:08:55 main:574] : INFO : Epoch 959 | loss: 0.0311737 | val_loss: 0.0311804 | Time: 3271.74 ms [2021-01-13 09:08:58 main:574] : INFO : Epoch 960 | loss: 0.0311742 | val_loss: 0.0311809 | Time: 3264.47 ms [2021-01-13 09:09:01 main:574] : INFO : Epoch 961 | loss: 0.031174 | val_loss: 0.0311794 | Time: 3256.3 ms [2021-01-13 09:09:05 main:574] : INFO : Epoch 962 | loss: 0.0311739 | val_loss: 0.0311806 | Time: 3258.7 ms [2021-01-13 09:09:08 main:574] : INFO : Epoch 963 | loss: 0.0311727 | val_loss: 0.0311786 | Time: 3288.26 ms [2021-01-13 09:09:11 main:574] : INFO : Epoch 964 | loss: 0.0311717 | val_loss: 0.0311766 | Time: 3258.73 ms [2021-01-13 09:09:14 main:574] : INFO : Epoch 965 | loss: 0.0311724 | val_loss: 0.0311817 | Time: 3257.36 ms [2021-01-13 09:09:18 main:574] : INFO : Epoch 966 | loss: 0.0311722 | val_loss: 0.0311763 | Time: 3259.28 ms [2021-01-13 09:09:21 main:574] : INFO : Epoch 967 | loss: 0.0311722 | val_loss: 0.0311767 | Time: 3281.74 ms [2021-01-13 09:09:24 main:574] : INFO : Epoch 968 | loss: 0.0311707 | val_loss: 0.0311758 | Time: 3264.72 ms [2021-01-13 09:09:28 main:574] : INFO : Epoch 969 | loss: 0.0311705 | val_loss: 0.0311777 | Time: 3256.44 ms [2021-01-13 09:09:31 main:574] : INFO : Epoch 970 | loss: 0.031171 | val_loss: 0.0311762 | Time: 3267.21 ms [2021-01-13 09:09:34 main:574] : INFO : Epoch 971 | loss: 0.0311705 | val_loss: 0.0311794 | Time: 3263.34 ms [2021-01-13 09:09:37 main:574] : INFO : Epoch 972 | loss: 0.0311724 | val_loss: 0.0311746 | Time: 3269.02 ms [2021-01-13 09:09:41 main:574] : INFO : Epoch 973 | loss: 0.0311708 | val_loss: 0.0311768 | Time: 3261.38 ms [2021-01-13 09:09:44 main:574] : INFO : Epoch 974 | loss: 0.0311696 | val_loss: 0.0311742 | Time: 3251.78 ms [2021-01-13 09:09:47 main:574] : INFO : Epoch 975 | loss: 0.0311699 | val_loss: 0.0311741 | Time: 3248.63 ms [2021-01-13 09:09:51 main:574] : INFO : Epoch 976 | loss: 0.0311701 | val_loss: 0.0311741 | Time: 3255.71 ms [2021-01-13 09:09:54 main:574] : INFO : Epoch 977 | loss: 0.0311694 | val_loss: 0.0311749 | Time: 3288.01 ms [2021-01-13 09:09:57 main:574] : INFO : Epoch 978 | loss: 0.0311694 | val_loss: 0.0311752 | Time: 3249.83 ms [2021-01-13 09:10:00 main:574] : INFO : Epoch 979 | loss: 0.0311721 | val_loss: 0.031177 | Time: 3265.12 ms [2021-01-13 09:10:04 main:574] : INFO : Epoch 980 | loss: 0.0311712 | val_loss: 0.0311767 | Time: 3265.85 ms [2021-01-13 09:10:07 main:574] : INFO : Epoch 981 | loss: 0.0311716 | val_loss: 0.0311767 | Time: 3260.73 ms [2021-01-13 09:10:10 main:574] : INFO : Epoch 982 | loss: 0.0311719 | val_loss: 0.0311772 | Time: 3277.51 ms [2021-01-13 09:10:14 main:574] : INFO : Epoch 983 | loss: 0.0311724 | val_loss: 0.0311811 | Time: 3258.8 ms [2021-01-13 09:10:17 main:574] : INFO : Epoch 984 | loss: 0.0311708 | val_loss: 0.0311752 | Time: 3282.82 ms [2021-01-13 09:10:20 main:574] : INFO : Epoch 985 | loss: 0.0311701 | val_loss: 0.0311741 | Time: 3264.66 ms [2021-01-13 09:10:24 main:574] : INFO : Epoch 986 | loss: 0.0311695 | val_loss: 0.0311742 | Time: 3258.43 ms [2021-01-13 09:10:27 main:574] : INFO : Epoch 987 | loss: 0.0311705 | val_loss: 0.0311734 | Time: 3248.38 ms [2021-01-13 09:10:30 main:574] : INFO : Epoch 988 | loss: 0.0311726 | val_loss: 0.0311733 | Time: 3267.36 ms [2021-01-13 09:10:33 main:574] : INFO : Epoch 989 | loss: 0.0311726 | val_loss: 0.0311743 | Time: 3279.96 ms [2021-01-13 09:10:37 main:574] : INFO : Epoch 990 | loss: 0.0311723 | val_loss: 0.0311748 | Time: 3275.2 ms [2021-01-13 09:10:40 main:574] : INFO : Epoch 991 | loss: 0.0311704 | val_loss: 0.031173 | Time: 3288.01 ms [2021-01-13 09:10:43 main:574] : INFO : Epoch 992 | loss: 0.031169 | val_loss: 0.0311725 | Time: 3255.74 ms [2021-01-13 09:10:47 main:574] : INFO : Epoch 993 | loss: 0.0311721 | val_loss: 0.0311732 | Time: 3273.71 ms [2021-01-13 09:10:50 main:574] : INFO : Epoch 994 | loss: 0.0311703 | val_loss: 0.0311746 | Time: 3268.39 ms [2021-01-13 09:10:53 main:574] : INFO : Epoch 995 | loss: 0.0311705 | val_loss: 0.0311765 | Time: 3266.04 ms [2021-01-13 09:10:56 main:574] : INFO : Epoch 996 | loss: 0.0311709 | val_loss: 0.0311778 | Time: 3254.94 ms [2021-01-13 09:11:00 main:574] : INFO : Epoch 997 | loss: 0.0311716 | val_loss: 0.0311758 | Time: 3258.37 ms [2021-01-13 09:11:03 main:574] : INFO : Epoch 998 | loss: 0.0311706 | val_loss: 0.0311748 | Time: 3259.34 ms [2021-01-13 09:11:06 main:574] : INFO : Epoch 999 | loss: 0.0311724 | val_loss: 0.0311726 | Time: 3282.19 ms [2021-01-13 09:11:10 main:574] : INFO : Epoch 1000 | loss: 0.0311717 | val_loss: 0.0311744 | Time: 3247.49 ms [2021-01-13 09:11:13 main:574] : INFO : Epoch 1001 | loss: 0.0311743 | val_loss: 0.0311732 | Time: 3257.38 ms [2021-01-13 09:11:16 main:574] : INFO : Epoch 1002 | loss: 0.0311744 | val_loss: 0.0311763 | Time: 3263.3 ms [2021-01-13 09:11:19 main:574] : INFO : Epoch 1003 | loss: 0.0311779 | val_loss: 0.0311761 | Time: 3266.99 ms [2021-01-13 09:11:23 main:574] : INFO : Epoch 1004 | loss: 0.0311749 | val_loss: 0.0311766 | Time: 3268.86 ms [2021-01-13 09:11:26 main:574] : INFO : Epoch 1005 | loss: 0.0311738 | val_loss: 0.031177 | Time: 3286.8 ms [2021-01-13 09:11:29 main:574] : INFO : Epoch 1006 | loss: 0.0311742 | val_loss: 0.0311762 | Time: 3258.79 ms [2021-01-13 09:11:33 main:574] : INFO : Epoch 1007 | loss: 0.0311755 | val_loss: 0.0311813 | Time: 3284.54 ms [2021-01-13 09:11:36 main:574] : INFO : Epoch 1008 | loss: 0.0311953 | val_loss: 0.0312151 | Time: 3270.4 ms [2021-01-13 09:11:39 main:574] : INFO : Epoch 1009 | loss: 0.0312569 | val_loss: 0.0322447 | Time: 3269.72 ms [2021-01-13 09:11:42 main:574] : INFO : Epoch 1010 | loss: 0.032758 | val_loss: 0.0320805 | Time: 3255.86 ms [2021-01-13 09:11:46 main:574] : INFO : Epoch 1011 | loss: 0.0314202 | val_loss: 0.0312519 | Time: 3294.43 ms [2021-01-13 09:11:49 main:574] : INFO : Epoch 1012 | loss: 0.0312131 | val_loss: 0.0311957 | Time: 3281.32 ms [2021-01-13 09:11:52 main:574] : INFO : Epoch 1013 | loss: 0.0311843 | val_loss: 0.0311803 | Time: 3274.9 ms [2021-01-13 09:11:56 main:574] : INFO : Epoch 1014 | loss: 0.031179 | val_loss: 0.0311796 | Time: 3273.73 ms [2021-01-13 09:11:59 main:574] : INFO : Epoch 1015 | loss: 0.0311808 | val_loss: 0.0311788 | Time: 3265.48 ms [2021-01-13 09:12:02 main:574] : INFO : Epoch 1016 | loss: 0.0311775 | val_loss: 0.0311754 | Time: 3270.72 ms [2021-01-13 09:12:06 main:574] : INFO : Epoch 1017 | loss: 0.0311752 | val_loss: 0.0311754 | Time: 3270.38 ms [2021-01-13 09:12:09 main:574] : INFO : Epoch 1018 | loss: 0.0311746 | val_loss: 0.031178 | Time: 3252.02 ms [2021-01-13 09:12:12 main:574] : INFO : Epoch 1019 | loss: 0.0311751 | val_loss: 0.0311756 | Time: 3296.38 ms [2021-01-13 09:12:16 main:574] : INFO : Epoch 1020 | loss: 0.031174 | val_loss: 0.0311773 | Time: 3276.22 ms [2021-01-13 09:12:19 main:574] : INFO : Epoch 1021 | loss: 0.0311728 | val_loss: 0.0311774 | Time: 3271.22 ms [2021-01-13 09:12:22 main:574] : INFO : Epoch 1022 | loss: 0.0311745 | val_loss: 0.0311776 | Time: 3272.38 ms [2021-01-13 09:12:25 main:574] : INFO : Epoch 1023 | loss: 0.0311737 | val_loss: 0.0311748 | Time: 3265.94 ms [2021-01-13 09:12:29 main:574] : INFO : Epoch 1024 | loss: 0.0311738 | val_loss: 0.0311773 | Time: 3253.9 ms [2021-01-13 09:12:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311773 [2021-01-13 09:12:29 main:603] : INFO : Saving end state to config to file [2021-01-13 09:12:29 main:608] : INFO : Success, exiting.. 09:12:29 (10228): 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)