Task 3397619
| Name | ParityMachine-1605454720-10583-10_0 |
| Workunit | 1652335 |
| Created | 23 Dec 2020, 13:42:40 UTC |
| Sent | 23 Dec 2020, 17:06:31 UTC |
| Report deadline | 30 Dec 2020, 17:06:31 UTC |
| Received | 23 Dec 2020, 20:23:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 49 min 57 sec |
| CPU time | 49 min 52 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,461.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 48.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> ch 510 | loss: 0.0311617 | val_loss: 0.0311834 | Time: 2927.27 ms [2020-12-23 11:54:52 main:581] : INFO : Epoch 511 | loss: 0.0311648 | val_loss: 0.0311792 | Time: 2915.75 ms [2020-12-23 11:54:55 main:581] : INFO : Epoch 512 | loss: 0.0311679 | val_loss: 0.0311798 | Time: 2933.11 ms [2020-12-23 11:54:58 main:581] : INFO : Epoch 513 | loss: 0.0311683 | val_loss: 0.0311812 | Time: 2922.53 ms [2020-12-23 11:55:01 main:581] : INFO : Epoch 514 | loss: 0.0311698 | val_loss: 0.0311792 | Time: 2942.62 ms [2020-12-23 11:55:04 main:581] : INFO : Epoch 515 | loss: 0.0311674 | val_loss: 0.0311799 | Time: 2925.06 ms [2020-12-23 11:55:07 main:581] : INFO : Epoch 516 | loss: 0.031167 | val_loss: 0.03119 | Time: 2900.59 ms [2020-12-23 11:55:10 main:581] : INFO : Epoch 517 | loss: 0.0311732 | val_loss: 0.0311808 | Time: 2903.7 ms [2020-12-23 11:55:13 main:581] : INFO : Epoch 518 | loss: 0.0311657 | val_loss: 0.031185 | Time: 2947.93 ms [2020-12-23 11:55:16 main:581] : INFO : Epoch 519 | loss: 0.0311697 | val_loss: 0.031181 | Time: 2933.02 ms [2020-12-23 11:55:19 main:581] : INFO : Epoch 520 | loss: 0.0311667 | val_loss: 0.0311831 | Time: 2908.29 ms [2020-12-23 11:55:22 main:581] : INFO : Epoch 521 | loss: 0.0311683 | val_loss: 0.03118 | Time: 2927.86 ms [2020-12-23 11:55:24 main:581] : INFO : Epoch 522 | loss: 0.0311651 | val_loss: 0.0311796 | Time: 2925.11 ms [2020-12-23 11:55:27 main:581] : INFO : Epoch 523 | loss: 0.0311639 | val_loss: 0.0311761 | Time: 2928.24 ms [2020-12-23 11:55:30 main:581] : INFO : Epoch 524 | loss: 0.0311689 | val_loss: 0.0311789 | Time: 2930.53 ms [2020-12-23 11:55:33 main:581] : INFO : Epoch 525 | loss: 0.031169 | val_loss: 0.031179 | Time: 2916.26 ms [2020-12-23 11:55:36 main:581] : INFO : Epoch 526 | loss: 0.0311694 | val_loss: 0.0311763 | Time: 2926.69 ms [2020-12-23 11:55:39 main:581] : INFO : Epoch 527 | loss: 0.0311709 | val_loss: 0.0311782 | Time: 2921.6 ms [2020-12-23 11:55:42 main:581] : INFO : Epoch 528 | loss: 0.0311703 | val_loss: 0.0311809 | Time: 2946.29 ms [2020-12-23 11:55:45 main:581] : INFO : Epoch 529 | loss: 0.0311699 | val_loss: 0.0311842 | Time: 2929.61 ms [2020-12-23 11:55:48 main:581] : INFO : Epoch 530 | loss: 0.0311681 | val_loss: 0.0311814 | Time: 2916.86 ms [2020-12-23 11:55:51 main:581] : INFO : Epoch 531 | loss: 0.0311657 | val_loss: 0.0311783 | Time: 2923.28 ms [2020-12-23 11:55:54 main:581] : INFO : Epoch 532 | loss: 0.0311669 | val_loss: 0.0311783 | Time: 2923.52 ms [2020-12-23 11:55:57 main:581] : INFO : Epoch 533 | loss: 0.031165 | val_loss: 0.0311764 | Time: 2925.67 ms [2020-12-23 11:56:00 main:581] : INFO : Epoch 534 | loss: 0.0311655 | val_loss: 0.0311871 | Time: 2940.43 ms [2020-12-23 11:56:03 main:581] : INFO : Epoch 535 | loss: 0.0311655 | val_loss: 0.0311848 | Time: 2928.23 ms [2020-12-23 11:56:05 main:581] : INFO : Epoch 536 | loss: 0.0311674 | val_loss: 0.0311844 | Time: 2922.55 ms [2020-12-23 11:56:08 main:581] : INFO : Epoch 537 | loss: 0.0311635 | val_loss: 0.0311774 | Time: 2926.87 ms [2020-12-23 11:56:11 main:581] : INFO : Epoch 538 | loss: 0.0311632 | val_loss: 0.0311773 | Time: 2917.12 ms [2020-12-23 11:56:14 main:581] : INFO : Epoch 539 | loss: 0.0311629 | val_loss: 0.0311744 | Time: 2949 ms [2020-12-23 11:56:17 main:581] : INFO : Epoch 540 | loss: 0.0311638 | val_loss: 0.0311829 | Time: 2919.78 ms [2020-12-23 11:56:20 main:581] : INFO : Epoch 541 | loss: 0.0311674 | val_loss: 0.031176 | Time: 2928.43 ms [2020-12-23 11:56:23 main:581] : INFO : Epoch 542 | loss: 0.0311675 | val_loss: 0.031176 | Time: 2927.74 ms [2020-12-23 11:56:26 main:581] : INFO : Epoch 543 | loss: 0.0311647 | val_loss: 0.0311764 | Time: 2921.58 ms [2020-12-23 11:56:29 main:581] : INFO : Epoch 544 | loss: 0.0311633 | val_loss: 0.0311766 | Time: 2930.18 ms [2020-12-23 11:56:32 main:581] : INFO : Epoch 545 | loss: 0.0311625 | val_loss: 0.0311742 | Time: 2923.16 ms [2020-12-23 11:56:35 main:581] : INFO : Epoch 546 | loss: 0.0311613 | val_loss: 0.0311739 | Time: 2928.56 ms [2020-12-23 11:56:38 main:581] : INFO : Epoch 547 | loss: 0.0311617 | val_loss: 0.0311755 | Time: 2928.72 ms [2020-12-23 11:56:41 main:581] : INFO : Epoch 548 | loss: 0.0311613 | val_loss: 0.0311785 | Time: 2927.87 ms [2020-12-23 11:56:44 main:581] : INFO : Epoch 549 | loss: 0.0311607 | val_loss: 0.0311743 | Time: 2944.54 ms [2020-12-23 11:56:46 main:581] : INFO : Epoch 550 | loss: 0.0311635 | val_loss: 0.031176 | Time: 2927.72 ms [2020-12-23 11:56:49 main:581] : INFO : Epoch 551 | loss: 0.0311631 | val_loss: 0.0311753 | Time: 2901.52 ms [2020-12-23 11:56:52 main:581] : INFO : Epoch 552 | loss: 0.0311636 | val_loss: 0.0311751 | Time: 2917.91 ms [2020-12-23 11:56:55 main:581] : INFO : Epoch 553 | loss: 0.0311622 | val_loss: 0.0311734 | Time: 2897.08 ms [2020-12-23 11:56:58 main:581] : INFO : Epoch 554 | loss: 0.0311614 | val_loss: 0.0311709 | Time: 2916.57 ms [2020-12-23 11:57:01 main:581] : INFO : Epoch 555 | loss: 0.0311607 | val_loss: 0.0311745 | Time: 2923.82 ms [2020-12-23 11:57:04 main:581] : INFO : Epoch 556 | loss: 0.0311612 | val_loss: 0.0311747 | Time: 2907.04 ms [2020-12-23 11:57:07 main:581] : INFO : Epoch 557 | loss: 0.0311609 | val_loss: 0.031175 | Time: 2922.78 ms [2020-12-23 11:57:10 main:581] : INFO : Epoch 558 | loss: 0.0311614 | val_loss: 0.0311728 | Time: 2916.34 ms [2020-12-23 11:57:13 main:581] : INFO : Epoch 559 | loss: 0.0311626 | val_loss: 0.0311724 | Time: 2949.68 ms [2020-12-23 11:57:16 main:581] : INFO : Epoch 560 | loss: 0.0311601 | val_loss: 0.0311754 | Time: 2938.19 ms [2020-12-23 11:57:19 main:581] : INFO : Epoch 561 | loss: 0.0311607 | val_loss: 0.0311746 | Time: 2924.03 ms [2020-12-23 11:57:21 main:581] : INFO : Epoch 562 | loss: 0.0311642 | val_loss: 0.0311744 | Time: 2929.99 ms [2020-12-23 11:57:24 main:581] : INFO : Epoch 563 | loss: 0.0311614 | val_loss: 0.0311751 | Time: 2925.08 ms [2020-12-23 11:57:27 main:581] : INFO : Epoch 564 | loss: 0.0311635 | val_loss: 0.0311761 | Time: 2928.63 ms [2020-12-23 11:57:30 main:581] : INFO : Epoch 565 | loss: 0.0311644 | val_loss: 0.0311732 | Time: 2923.74 ms [2020-12-23 11:57:33 main:581] : INFO : Epoch 566 | loss: 0.0311649 | val_loss: 0.0311754 | Time: 2904.67 ms [2020-12-23 11:57:36 main:581] : INFO : Epoch 567 | loss: 0.0311621 | val_loss: 0.0311718 | Time: 2923.62 ms [2020-12-23 11:57:39 main:581] : INFO : Epoch 568 | loss: 0.0311616 | val_loss: 0.0311736 | Time: 2914.4 ms [2020-12-23 11:57:42 main:581] : INFO : Epoch 569 | loss: 0.0311634 | val_loss: 0.0311741 | Time: 2945.05 ms [2020-12-23 11:57:45 main:581] : INFO : Epoch 570 | loss: 0.0311644 | val_loss: 0.031171 | Time: 2906.33 ms [2020-12-23 11:57:48 main:581] : INFO : Epoch 571 | loss: 0.0311638 | val_loss: 0.0311754 | Time: 2932.93 ms [2020-12-23 11:57:51 main:581] : INFO : Epoch 572 | loss: 0.0311639 | val_loss: 0.0311704 | Time: 2885.62 ms [2020-12-23 11:57:54 main:581] : INFO : Epoch 573 | loss: 0.0311637 | val_loss: 0.0311711 | Time: 2884.71 ms [2020-12-23 11:57:56 main:581] : INFO : Epoch 574 | loss: 0.0311635 | val_loss: 0.0311758 | Time: 2925.59 ms [2020-12-23 11:57:59 main:581] : INFO : Epoch 575 | loss: 0.0311629 | val_loss: 0.0311719 | Time: 2931.51 ms [2020-12-23 11:58:02 main:581] : INFO : Epoch 576 | loss: 0.0311631 | val_loss: 0.0311732 | Time: 2952.85 ms [2020-12-23 11:58:05 main:581] : INFO : Epoch 577 | loss: 0.0311638 | val_loss: 0.0311759 | Time: 2904.74 ms [2020-12-23 11:58:08 main:581] : INFO : Epoch 578 | loss: 0.0311637 | val_loss: 0.0311768 | Time: 2904.12 ms [2020-12-23 11:58:11 main:581] : INFO : Epoch 579 | loss: 0.0311636 | val_loss: 0.0311763 | Time: 2881.55 ms [2020-12-23 11:58:14 main:581] : INFO : Epoch 580 | loss: 0.0311644 | val_loss: 0.0311736 | Time: 2915.1 ms [2020-12-23 11:58:17 main:581] : INFO : Epoch 581 | loss: 0.0311619 | val_loss: 0.0311754 | Time: 2929.82 ms [2020-12-23 11:58:20 main:581] : INFO : Epoch 582 | loss: 0.031161 | val_loss: 0.0311726 | Time: 2921.28 ms [2020-12-23 11:58:23 main:581] : INFO : Epoch 583 | loss: 0.031162 | val_loss: 0.031177 | Time: 2924 ms [2020-12-23 11:58:26 main:581] : INFO : Epoch 584 | loss: 0.0311619 | val_loss: 0.0311709 | Time: 2931 ms [2020-12-23 11:58:29 main:581] : INFO : Epoch 585 | loss: 0.0311605 | val_loss: 0.0311698 | Time: 2929.38 ms [2020-12-23 11:58:32 main:581] : INFO : Epoch 586 | loss: 0.0311615 | val_loss: 0.0311712 | Time: 2924.68 ms [2020-12-23 11:58:34 main:581] : INFO : Epoch 587 | loss: 0.0311619 | val_loss: 0.0311742 | Time: 2922.51 ms [2020-12-23 11:58:37 main:581] : INFO : Epoch 588 | loss: 0.0311604 | val_loss: 0.0311743 | Time: 2922.1 ms [2020-12-23 11:58:40 main:581] : INFO : Epoch 589 | loss: 0.0311586 | val_loss: 0.0311654 | Time: 2932.7 ms [2020-12-23 11:58:43 main:581] : INFO : Epoch 590 | loss: 0.0311532 | val_loss: 0.0311648 | Time: 2930.94 ms [2020-12-23 11:58:46 main:581] : INFO : Epoch 591 | loss: 0.0311545 | val_loss: 0.0311601 | Time: 2903.94 ms [2020-12-23 11:58:49 main:581] : INFO : Epoch 592 | loss: 0.0311531 | val_loss: 0.0311687 | Time: 2929.93 ms [2020-12-23 11:58:52 main:581] : INFO : Epoch 593 | loss: 0.0311527 | val_loss: 0.0311622 | Time: 2926.55 ms [2020-12-23 11:58:55 main:581] : INFO : Epoch 594 | loss: 0.0311509 | val_loss: 0.0311643 | Time: 2922 ms [2020-12-23 11:58:58 main:581] : INFO : Epoch 595 | loss: 0.0311516 | val_loss: 0.0311604 | Time: 2919.69 ms [2020-12-23 11:59:01 main:581] : INFO : Epoch 596 | loss: 0.0311504 | val_loss: 0.0311625 | Time: 2954.03 ms [2020-12-23 11:59:04 main:581] : INFO : Epoch 597 | loss: 0.03115 | val_loss: 0.0311617 | Time: 2918.43 ms [2020-12-23 11:59:07 main:581] : INFO : Epoch 598 | loss: 0.0311502 | val_loss: 0.0311637 | Time: 2928.29 ms [2020-12-23 11:59:10 main:581] : INFO : Epoch 599 | loss: 0.0311502 | val_loss: 0.0311637 | Time: 2929.37 ms [2020-12-23 11:59:13 main:581] : INFO : Epoch 600 | loss: 0.0311511 | val_loss: 0.0311611 | Time: 2923.83 ms [2020-12-23 11:59:15 main:581] : INFO : Epoch 601 | loss: 0.031152 | val_loss: 0.0311616 | Time: 2933.31 ms [2020-12-23 11:59:18 main:581] : INFO : Epoch 602 | loss: 0.0311504 | val_loss: 0.0311609 | Time: 2923.15 ms [2020-12-23 11:59:21 main:581] : INFO : Epoch 603 | loss: 0.0311502 | val_loss: 0.0311607 | Time: 2923.47 ms [2020-12-23 11:59:24 main:581] : INFO : Epoch 604 | loss: 0.0311491 | val_loss: 0.0311601 | Time: 2920.03 ms [2020-12-23 11:59:27 main:581] : INFO : Epoch 605 | loss: 0.0311496 | val_loss: 0.0311637 | Time: 2925.96 ms [2020-12-23 11:59:30 main:581] : INFO : Epoch 606 | loss: 0.0311508 | val_loss: 0.0311621 | Time: 2915.92 ms [2020-12-23 11:59:33 main:581] : INFO : Epoch 607 | loss: 0.0311481 | val_loss: 0.0311633 | Time: 2925.18 ms [2020-12-23 11:59:36 main:581] : INFO : Epoch 608 | loss: 0.0311491 | val_loss: 0.0311622 | Time: 2901.1 ms [2020-12-23 11:59:39 main:581] : INFO : Epoch 609 | loss: 0.0311489 | val_loss: 0.0311639 | Time: 2910.56 ms [2020-12-23 11:59:42 main:581] : INFO : Epoch 610 | loss: 0.03115 | val_loss: 0.0311609 | Time: 2915.52 ms [2020-12-23 11:59:45 main:581] : INFO : Epoch 611 | loss: 0.0311529 | val_loss: 0.0311703 | Time: 2930.78 ms [2020-12-23 11:59:48 main:581] : INFO : Epoch 612 | loss: 0.0311489 | val_loss: 0.0311621 | Time: 2926.35 ms [2020-12-23 11:59:51 main:581] : INFO : Epoch 613 | loss: 0.0311498 | val_loss: 0.031163 | Time: 2939.36 ms [2020-12-23 11:59:53 main:581] : INFO : Epoch 614 | loss: 0.0311488 | val_loss: 0.0311651 | Time: 2936.27 ms [2020-12-23 11:59:56 main:581] : INFO : Epoch 615 | loss: 0.0311484 | val_loss: 0.0311586 | Time: 2932.11 ms [2020-12-23 11:59:59 main:581] : INFO : Epoch 616 | loss: 0.0311572 | val_loss: 0.0311668 | Time: 2940.09 ms [2020-12-23 12:00:02 main:581] : INFO : Epoch 617 | loss: 0.0311571 | val_loss: 0.0311646 | Time: 2951.34 ms [2020-12-23 12:00:05 main:581] : INFO : Epoch 618 | loss: 0.0311556 | val_loss: 0.0311658 | Time: 2914.23 ms [2020-12-23 12:00:08 main:581] : INFO : Epoch 619 | loss: 0.0311563 | val_loss: 0.0311663 | Time: 2928.78 ms [2020-12-23 12:00:11 main:581] : INFO : Epoch 620 | loss: 0.0311557 | val_loss: 0.0311654 | Time: 2921.72 ms [2020-12-23 12:00:14 main:581] : INFO : Epoch 621 | loss: 0.0311557 | val_loss: 0.0311647 | Time: 2934.56 ms [2020-12-23 12:00:17 main:581] : INFO : Epoch 622 | loss: 0.0311565 | val_loss: 0.0311659 | Time: 2914.13 ms [2020-12-23 12:00:20 main:581] : INFO : Epoch 623 | loss: 0.0311561 | val_loss: 0.0311676 | Time: 2920.01 ms [2020-12-23 12:00:23 main:581] : INFO : Epoch 624 | loss: 0.0311555 | val_loss: 0.0311653 | Time: 2919.56 ms [2020-12-23 12:00:26 main:581] : INFO : Epoch 625 | loss: 0.0311548 | val_loss: 0.0311664 | Time: 2924.05 ms [2020-12-23 12:00:29 main:581] : INFO : Epoch 626 | loss: 0.0311548 | val_loss: 0.0311663 | Time: 2925.2 ms [2020-12-23 12:00:32 main:581] : INFO : Epoch 627 | loss: 0.0311538 | val_loss: 0.0311682 | Time: 2926.26 ms [2020-12-23 12:00:34 main:581] : INFO : Epoch 628 | loss: 0.031155 | val_loss: 0.031165 | Time: 2928.35 ms [2020-12-23 12:00:37 main:581] : INFO : Epoch 629 | loss: 0.0311587 | val_loss: 0.0311647 | Time: 2916.83 ms [2020-12-23 12:00:40 main:581] : INFO : Epoch 630 | loss: 0.0311582 | val_loss: 0.0311683 | Time: 2921.66 ms [2020-12-23 12:00:43 main:581] : INFO : Epoch 631 | loss: 0.0311575 | val_loss: 0.031171 | Time: 2948.88 ms [2020-12-23 12:00:46 main:581] : INFO : Epoch 632 | loss: 0.031154 | val_loss: 0.0311619 | Time: 2929.03 ms [2020-12-23 12:00:49 main:581] : INFO : Epoch 633 | loss: 0.0311517 | val_loss: 0.0311636 | Time: 2928.73 ms [2020-12-23 12:00:52 main:581] : INFO : Epoch 634 | loss: 0.0311518 | val_loss: 0.0311633 | Time: 2932.34 ms [2020-12-23 12:00:55 main:581] : INFO : Epoch 635 | loss: 0.0311527 | val_loss: 0.0311668 | Time: 2904.76 ms [2020-12-23 12:00:58 main:581] : INFO : Epoch 636 | loss: 0.0311539 | val_loss: 0.0311632 | Time: 2909.63 ms [2020-12-23 12:01:01 main:581] : INFO : Epoch 637 | loss: 0.0311516 | val_loss: 0.0311649 | Time: 2954.11 ms [2020-12-23 12:01:04 main:581] : INFO : Epoch 638 | loss: 0.031154 | val_loss: 0.031168 | Time: 2935.53 ms [2020-12-23 12:01:07 main:581] : INFO : Epoch 639 | loss: 0.0311535 | val_loss: 0.0311693 | Time: 2913.09 ms [2020-12-23 12:01:10 main:581] : INFO : Epoch 640 | loss: 0.0311523 | val_loss: 0.0311645 | Time: 2929.6 ms [2020-12-23 12:01:12 main:581] : INFO : Epoch 641 | loss: 0.0311532 | val_loss: 0.0311689 | Time: 2915.62 ms [2020-12-23 12:01:15 main:581] : INFO : Epoch 642 | loss: 0.0311523 | val_loss: 0.0311681 | Time: 2921.05 ms [2020-12-23 12:01:18 main:581] : INFO : Epoch 643 | loss: 0.0311523 | val_loss: 0.0311687 | Time: 2932.43 ms [2020-12-23 12:01:21 main:581] : INFO : Epoch 644 | loss: 0.0311535 | val_loss: 0.0311694 | Time: 2926.03 ms [2020-12-23 12:01:24 main:581] : INFO : Epoch 645 | loss: 0.0311535 | val_loss: 0.031169 | Time: 2916.44 ms [2020-12-23 12:01:27 main:581] : INFO : Epoch 646 | loss: 0.0311538 | val_loss: 0.0311654 | Time: 2917.33 ms [2020-12-23 12:01:30 main:581] : INFO : Epoch 647 | loss: 0.0311529 | val_loss: 0.0311638 | Time: 2914.9 ms [2020-12-23 12:01:33 main:581] : INFO : Epoch 648 | loss: 0.0311525 | val_loss: 0.0311661 | Time: 2906.85 ms [2020-12-23 12:01:36 main:581] : INFO : Epoch 649 | loss: 0.0311546 | val_loss: 0.0311682 | Time: 2920.64 ms [2020-12-23 12:01:39 main:581] : INFO : Epoch 650 | loss: 0.0311554 | val_loss: 0.0311674 | Time: 2933.41 ms [2020-12-23 12:01:42 main:581] : INFO : Epoch 651 | loss: 0.031154 | val_loss: 0.031165 | Time: 2926.77 ms [2020-12-23 12:01:45 main:581] : INFO : Epoch 652 | loss: 0.0311524 | val_loss: 0.0311657 | Time: 2901.82 ms [2020-12-23 12:01:48 main:581] : INFO : Epoch 653 | loss: 0.0311525 | val_loss: 0.0311654 | Time: 2902.32 ms [2020-12-23 12:01:50 main:581] : INFO : Epoch 654 | loss: 0.0311522 | val_loss: 0.0311666 | Time: 2923.84 ms [2020-12-23 12:01:53 main:581] : INFO : Epoch 655 | loss: 0.031154 | val_loss: 0.0311698 | Time: 2903.64 ms [2020-12-23 12:01:56 main:581] : INFO : Epoch 656 | loss: 0.0311524 | val_loss: 0.0311675 | Time: 2907.68 ms [2020-12-23 12:01:59 main:581] : INFO : Epoch 657 | loss: 0.0311503 | val_loss: 0.0311644 | Time: 2906.78 ms [2020-12-23 12:02:02 main:581] : INFO : Epoch 658 | loss: 0.0311503 | val_loss: 0.0311628 | Time: 2930.49 ms [2020-12-23 12:02:05 main:581] : INFO : Epoch 659 | loss: 0.0311505 | val_loss: 0.0311644 | Time: 2918.16 ms [2020-12-23 12:02:08 main:581] : INFO : Epoch 660 | loss: 0.0311509 | val_loss: 0.0311624 | Time: 2901.64 ms [2020-12-23 12:02:11 main:581] : INFO : Epoch 661 | loss: 0.0311516 | val_loss: 0.0311626 | Time: 2927.33 ms [2020-12-23 12:02:14 main:581] : INFO : Epoch 662 | loss: 0.0311521 | val_loss: 0.0311643 | Time: 2949.9 ms [2020-12-23 12:02:17 main:581] : INFO : Epoch 663 | loss: 0.0311505 | val_loss: 0.0311627 | Time: 2929.55 ms [2020-12-23 12:02:20 main:581] : INFO : Epoch 664 | loss: 0.0311498 | val_loss: 0.0311639 | Time: 2921.97 ms [2020-12-23 12:02:23 main:581] : INFO : Epoch 665 | loss: 0.0311519 | val_loss: 0.0311635 | Time: 2927.1 ms [2020-12-23 12:02:25 main:581] : INFO : Epoch 666 | loss: 0.0311516 | val_loss: 0.0311638 | Time: 2914.34 ms [2020-12-23 12:02:28 main:581] : INFO : Epoch 667 | loss: 0.0311527 | val_loss: 0.0311653 | Time: 2931.03 ms [2020-12-23 12:02:31 main:581] : INFO : Epoch 668 | loss: 0.0311537 | val_loss: 0.0311643 | Time: 2914.8 ms [2020-12-23 12:02:34 main:581] : INFO : Epoch 669 | loss: 0.0311523 | val_loss: 0.0311643 | Time: 2929.44 ms [2020-12-23 12:02:37 main:581] : INFO : Epoch 670 | loss: 0.0311512 | val_loss: 0.0311645 | Time: 2929.38 ms [2020-12-23 12:02:40 main:581] : INFO : Epoch 671 | loss: 0.0311531 | val_loss: 0.0311651 | Time: 2932.37 ms [2020-12-23 12:02:43 main:581] : INFO : Epoch 672 | loss: 0.0311518 | val_loss: 0.0311637 | Time: 2952.06 ms [2020-12-23 12:02:46 main:581] : INFO : Epoch 673 | loss: 0.0311516 | val_loss: 0.0311632 | Time: 2931.03 ms [2020-12-23 12:02:49 main:581] : INFO : Epoch 674 | loss: 0.0311527 | val_loss: 0.031164 | Time: 2936.55 ms [2020-12-23 12:02:52 main:581] : INFO : Epoch 675 | loss: 0.0311517 | val_loss: 0.031163 | Time: 2931.01 ms [2020-12-23 12:02:55 main:581] : INFO : Epoch 676 | loss: 0.0311506 | val_loss: 0.0311639 | Time: 2903.91 ms [2020-12-23 12:02:58 main:581] : INFO : Epoch 677 | loss: 0.0311506 | val_loss: 0.0311692 | Time: 2920.04 ms [2020-12-23 12:03:01 main:581] : INFO : Epoch 678 | loss: 0.0311519 | val_loss: 0.0311666 | Time: 2942.85 ms [2020-12-23 12:03:04 main:581] : INFO : Epoch 679 | loss: 0.0311542 | val_loss: 0.0311669 | Time: 2933.58 ms [2020-12-23 12:03:07 main:581] : INFO : Epoch 680 | loss: 0.0311514 | val_loss: 0.0311634 | Time: 2930.87 ms [2020-12-23 12:03:09 main:581] : INFO : Epoch 681 | loss: 0.0311511 | val_loss: 0.0311627 | Time: 2927.41 ms [2020-12-23 12:03:12 main:581] : INFO : Epoch 682 | loss: 0.0311501 | val_loss: 0.0311637 | Time: 2939.6 ms [2020-12-23 12:03:15 main:581] : INFO : Epoch 683 | loss: 0.0311505 | val_loss: 0.0311632 | Time: 2927.64 ms [2020-12-23 12:03:18 main:581] : INFO : Epoch 684 | loss: 0.03115 | val_loss: 0.0311632 | Time: 2923.19 ms [2020-12-23 12:03:21 main:581] : INFO : Epoch 685 | loss: 0.0311493 | val_loss: 0.0311607 | Time: 2924.79 ms [2020-12-23 12:03:24 main:581] : INFO : Epoch 686 | loss: 0.0311505 | val_loss: 0.0311658 | Time: 2934.49 ms [2020-12-23 12:03:27 main:581] : INFO : Epoch 687 | loss: 0.0311502 | val_loss: 0.0311632 | Time: 2923.67 ms [2020-12-23 12:03:30 main:581] : INFO : Epoch 688 | loss: 0.0311526 | val_loss: 0.031165 | Time: 2933.61 ms [2020-12-23 12:03:33 main:581] : INFO : Epoch 689 | loss: 0.0311499 | val_loss: 0.0311635 | Time: 2931.1 ms [2020-12-23 12:03:36 main:581] : INFO : Epoch 690 | loss: 0.0311488 | val_loss: 0.0311637 | Time: 2936.24 ms [2020-12-23 12:03:39 main:581] : INFO : Epoch 691 | loss: 0.0311495 | val_loss: 0.0311624 | Time: 2895.63 ms [2020-12-23 12:03:42 main:581] : INFO : Epoch 692 | loss: 0.0311498 | val_loss: 0.0311618 | Time: 2906.58 ms [2020-12-23 12:03:45 main:581] : INFO : Epoch 693 | loss: 0.0311499 | val_loss: 0.0311641 | Time: 2929.47 ms [2020-12-23 12:03:47 main:581] : INFO : Epoch 694 | loss: 0.0311504 | val_loss: 0.0311626 | Time: 2929.19 ms [2020-12-23 12:03:50 main:581] : INFO : Epoch 695 | loss: 0.0311487 | val_loss: 0.0311649 | Time: 2919.73 ms [2020-12-23 12:03:53 main:581] : INFO : Epoch 696 | loss: 0.0311505 | val_loss: 0.0311613 | Time: 2921.17 ms [2020-12-23 12:03:56 main:581] : INFO : Epoch 697 | loss: 0.0311506 | val_loss: 0.0311653 | Time: 2927.93 ms [2020-12-23 12:03:59 main:581] : INFO : Epoch 698 | loss: 0.0311516 | val_loss: 0.0311623 | Time: 2898.63 ms [2020-12-23 12:04:02 main:581] : INFO : Epoch 699 | loss: 0.0311492 | val_loss: 0.0311605 | Time: 2925.43 ms [2020-12-23 12:04:05 main:581] : INFO : Epoch 700 | loss: 0.0311495 | val_loss: 0.031162 | Time: 2930.78 ms [2020-12-23 12:04:08 main:581] : INFO : Epoch 701 | loss: 0.0311493 | val_loss: 0.0311609 | Time: 2920.17 ms [2020-12-23 12:04:11 main:581] : INFO : Epoch 702 | loss: 0.0311478 | val_loss: 0.0311648 | Time: 2931.27 ms [2020-12-23 12:04:14 main:581] : INFO : Epoch 703 | loss: 0.0311515 | val_loss: 0.0311618 | Time: 2926.67 ms [2020-12-23 12:04:17 main:581] : INFO : Epoch 704 | loss: 0.0311503 | val_loss: 0.0311676 | Time: 2899.58 ms [2020-12-23 12:04:20 main:581] : INFO : Epoch 705 | loss: 0.0311527 | val_loss: 0.0311614 | Time: 2925.14 ms [2020-12-23 12:04:23 main:581] : INFO : Epoch 706 | loss: 0.0311488 | val_loss: 0.0311661 | Time: 2918.08 ms [2020-12-23 12:04:25 main:581] : INFO : Epoch 707 | loss: 0.0311491 | val_loss: 0.0311613 | Time: 2929.88 ms [2020-12-23 12:04:28 main:581] : INFO : Epoch 708 | loss: 0.0311503 | val_loss: 0.0311606 | Time: 2911.33 ms [2020-12-23 12:04:31 main:581] : INFO : Epoch 709 | loss: 0.0311489 | val_loss: 0.0311602 | Time: 2930.51 ms [2020-12-23 12:04:34 main:581] : INFO : Epoch 710 | loss: 0.0311474 | val_loss: 0.031161 | Time: 2914.72 ms [2020-12-23 12:04:37 main:581] : INFO : Epoch 711 | loss: 0.0311478 | val_loss: 0.0311621 | Time: 2929.35 ms [2020-12-23 12:04:40 main:581] : INFO : Epoch 712 | loss: 0.0311508 | val_loss: 0.0311668 | Time: 2922.98 ms [2020-12-23 12:04:43 main:581] : INFO : Epoch 713 | loss: 0.0311478 | val_loss: 0.0311618 | Time: 2949.06 ms [2020-12-23 12:04:46 main:581] : INFO : Epoch 714 | loss: 0.0311485 | val_loss: 0.0311618 | Time: 2920.17 ms [2020-12-23 12:04:49 main:581] : INFO : Epoch 715 | loss: 0.031153 | val_loss: 0.0311654 | Time: 2929.94 ms [2020-12-23 12:04:52 main:581] : INFO : Epoch 716 | loss: 0.0311528 | val_loss: 0.0311656 | Time: 2918.03 ms [2020-12-23 12:04:55 main:581] : INFO : Epoch 717 | loss: 0.0311512 | val_loss: 0.0311627 | Time: 2923.31 ms [2020-12-23 12:04:58 main:581] : INFO : Epoch 718 | loss: 0.0311521 | val_loss: 0.0311652 | Time: 2923.67 ms [2020-12-23 12:05:01 main:581] : INFO : Epoch 719 | loss: 0.0311502 | val_loss: 0.0311619 | Time: 2945.31 ms [2020-12-23 12:05:04 main:581] : INFO : Epoch 720 | loss: 0.031149 | val_loss: 0.0311603 | Time: 2916.67 ms [2020-12-23 12:05:06 main:581] : INFO : Epoch 721 | loss: 0.03115 | val_loss: 0.0311611 | Time: 2924.39 ms [2020-12-23 12:05:09 main:581] : INFO : Epoch 722 | loss: 0.0311489 | val_loss: 0.0311611 | Time: 2930.61 ms [2020-12-23 12:05:12 main:581] : INFO : Epoch 723 | loss: 0.0311506 | val_loss: 0.0311666 | Time: 2945.62 ms [2020-12-23 12:05:15 main:581] : INFO : Epoch 724 | loss: 0.0311551 | val_loss: 0.0311689 | Time: 2928.87 ms [2020-12-23 12:05:18 main:581] : INFO : Epoch 725 | loss: 0.0311548 | val_loss: 0.0311678 | Time: 2900.61 ms [2020-12-23 12:05:21 main:581] : INFO : Epoch 726 | loss: 0.0311567 | val_loss: 0.0311699 | Time: 2904.24 ms [2020-12-23 12:05:24 main:581] : INFO : Epoch 727 | loss: 0.0311566 | val_loss: 0.0311666 | Time: 2921.65 ms [2020-12-23 12:05:27 main:581] : INFO : Epoch 728 | loss: 0.0311551 | val_loss: 0.0311648 | Time: 2924.4 ms [2020-12-23 12:05:30 main:581] : INFO : Epoch 729 | loss: 0.031155 | val_loss: 0.0311651 | Time: 2929.23 ms [2020-12-23 12:05:33 main:581] : INFO : Epoch 730 | loss: 0.0311569 | val_loss: 0.0311652 | Time: 2927.55 ms [2020-12-23 12:05:36 main:581] : INFO : Epoch 731 | loss: 0.031155 | val_loss: 0.0311665 | Time: 2930.96 ms [2020-12-23 12:05:39 main:581] : INFO : Epoch 732 | loss: 0.0311543 | val_loss: 0.0311637 | Time: 2926.17 ms [2020-12-23 12:05:42 main:581] : INFO : Epoch 733 | loss: 0.0311544 | val_loss: 0.0311687 | Time: 2938.34 ms [2020-12-23 12:05:44 main:581] : INFO : Epoch 734 | loss: 0.0311549 | val_loss: 0.0311666 | Time: 2925.14 ms [2020-12-23 12:05:47 main:581] : INFO : Epoch 735 | loss: 0.0311578 | val_loss: 0.0311682 | Time: 2921.69 ms [2020-12-23 12:05:50 main:581] : INFO : Epoch 736 | loss: 0.0311563 | val_loss: 0.0311666 | Time: 2922.17 ms [2020-12-23 12:05:53 main:581] : INFO : Epoch 737 | loss: 0.0311577 | val_loss: 0.0311698 | Time: 2921.43 ms [2020-12-23 12:05:56 main:581] : INFO : Epoch 738 | loss: 0.0311564 | val_loss: 0.0311679 | Time: 2931.3 ms [2020-12-23 12:05:59 main:581] : INFO : Epoch 739 | loss: 0.0311545 | val_loss: 0.0311654 | Time: 2928.16 ms [2020-12-23 12:06:02 main:581] : INFO : Epoch 740 | loss: 0.0311546 | val_loss: 0.0311674 | Time: 2937.18 ms [2020-12-23 12:06:05 main:581] : INFO : Epoch 741 | loss: 0.031155 | val_loss: 0.0311669 | Time: 2897.98 ms [2020-12-23 12:06:08 main:581] : INFO : Epoch 742 | loss: 0.0311542 | val_loss: 0.0311682 | Time: 2931.34 ms [2020-12-23 12:06:11 main:581] : INFO : Epoch 743 | loss: 0.0311573 | val_loss: 0.0311686 | Time: 2917.2 ms [2020-12-23 12:06:14 main:581] : INFO : Epoch 744 | loss: 0.0311572 | val_loss: 0.0311678 | Time: 2942.42 ms [2020-12-23 12:06:17 main:581] : INFO : Epoch 745 | loss: 0.0311553 | val_loss: 0.0311679 | Time: 2897.41 ms [2020-12-23 12:06:20 main:581] : INFO : Epoch 746 | loss: 0.0311559 | val_loss: 0.0311675 | Time: 2902.05 ms [2020-12-23 12:06:22 main:581] : INFO : Epoch 747 | loss: 0.0311544 | val_loss: 0.0311672 | Time: 2902.64 ms [2020-12-23 12:06:25 main:581] : INFO : Epoch 748 | loss: 0.0311543 | val_loss: 0.0311657 | Time: 2889.73 ms [2020-12-23 12:06:28 main:581] : INFO : Epoch 749 | loss: 0.0311541 | val_loss: 0.0311665 | Time: 2902.64 ms [2020-12-23 12:06:31 main:581] : INFO : Epoch 750 | loss: 0.0311543 | val_loss: 0.0311684 | Time: 2927.06 ms [2020-12-23 12:06:34 main:581] : INFO : Epoch 751 | loss: 0.0311543 | val_loss: 0.0311695 | Time: 2931.47 ms [2020-12-23 12:06:37 main:581] : INFO : Epoch 752 | loss: 0.0311551 | val_loss: 0.0311716 | Time: 2922.75 ms [2020-12-23 12:06:40 main:581] : INFO : Epoch 753 | loss: 0.0311552 | val_loss: 0.0311737 | Time: 2919.28 ms [2020-12-23 12:06:43 main:581] : INFO : Epoch 754 | loss: 0.0311549 | val_loss: 0.0311661 | Time: 2940.41 ms [2020-12-23 12:06:46 main:581] : INFO : Epoch 755 | loss: 0.0311541 | val_loss: 0.0311668 | Time: 2927.42 ms [2020-12-23 12:06:49 main:581] : INFO : Epoch 756 | loss: 0.031154 | val_loss: 0.0311681 | Time: 2907.79 ms [2020-12-23 12:06:52 main:581] : INFO : Epoch 757 | loss: 0.0311528 | val_loss: 0.0311673 | Time: 2914.82 ms [2020-12-23 12:06:55 main:581] : INFO : Epoch 758 | loss: 0.0311527 | val_loss: 0.0311731 | Time: 2920.93 ms [2020-12-23 12:06:57 main:581] : INFO : Epoch 759 | loss: 0.0311551 | val_loss: 0.0311682 | Time: 2926.35 ms [2020-12-23 12:07:00 main:581] : INFO : Epoch 760 | loss: 0.0311554 | val_loss: 0.0311724 | Time: 2953.08 ms [2020-12-23 12:07:03 main:581] : INFO : Epoch 761 | loss: 0.0311556 | val_loss: 0.0311688 | Time: 2890.78 ms [2020-12-23 12:07:06 main:581] : INFO : Epoch 762 | loss: 0.0311534 | val_loss: 0.0311707 | Time: 2887.58 ms [2020-12-23 12:07:09 main:581] : INFO : Epoch 763 | loss: 0.0311571 | val_loss: 0.0311772 | Time: 2920.72 ms [2020-12-23 12:07:12 main:581] : INFO : Epoch 764 | loss: 0.0311564 | val_loss: 0.0311661 | Time: 2939.24 ms [2020-12-23 12:07:15 main:581] : INFO : Epoch 765 | loss: 0.0311537 | val_loss: 0.0311656 | Time: 2924.12 ms [2020-12-23 12:07:18 main:581] : INFO : Epoch 766 | loss: 0.0311522 | val_loss: 0.0311666 | Time: 2919.87 ms [2020-12-23 12:07:21 main:581] : INFO : Epoch 767 | loss: 0.0311518 | val_loss: 0.0311636 | Time: 2902.38 ms [2020-12-23 12:07:24 main:581] : INFO : Epoch 768 | loss: 0.031154 | val_loss: 0.0311687 | Time: 2927.04 ms [2020-12-23 12:07:27 main:581] : INFO : Epoch 769 | loss: 0.0311536 | val_loss: 0.0311638 | Time: 2887.69 ms [2020-12-23 12:07:30 main:581] : INFO : Epoch 770 | loss: 0.0311547 | val_loss: 0.0311663 | Time: 2918.77 ms [2020-12-23 12:07:32 main:581] : INFO : Epoch 771 | loss: 0.0311519 | val_loss: 0.0311637 | Time: 2891.77 ms [2020-12-23 12:07:35 main:581] : INFO : Epoch 772 | loss: 0.0311537 | val_loss: 0.0311673 | Time: 2928.18 ms [2020-12-23 12:07:38 main:581] : INFO : Epoch 773 | loss: 0.0311528 | val_loss: 0.0311644 | Time: 2919.78 ms [2020-12-23 12:07:41 main:581] : INFO : Epoch 774 | loss: 0.031151 | val_loss: 0.0311644 | Time: 2927.23 ms [2020-12-23 12:07:44 main:581] : INFO : Epoch 775 | loss: 0.0311506 | val_loss: 0.0311645 | Time: 2949.53 ms [2020-12-23 12:07:47 main:581] : INFO : Epoch 776 | loss: 0.0311504 | val_loss: 0.0311633 | Time: 2920.3 ms [2020-12-23 12:07:50 main:581] : INFO : Epoch 777 | loss: 0.0311501 | val_loss: 0.0311626 | Time: 2927.44 ms [2020-12-23 12:07:53 main:581] : INFO : Epoch 778 | loss: 0.0311516 | val_loss: 0.0311656 | Time: 2918.7 ms [2020-12-23 12:07:56 main:581] : INFO : Epoch 779 | loss: 0.031154 | val_loss: 0.0311668 | Time: 2932.09 ms [2020-12-23 12:07:59 main:581] : INFO : Epoch 780 | loss: 0.0311547 | val_loss: 0.0311716 | Time: 2928.05 ms [2020-12-23 12:08:02 main:581] : INFO : Epoch 781 | loss: 0.0311569 | val_loss: 0.0311657 | Time: 2949.51 ms [2020-12-23 12:08:05 main:581] : INFO : Epoch 782 | loss: 0.0311538 | val_loss: 0.0311674 | Time: 2925.11 ms [2020-12-23 12:08:08 main:581] : INFO : Epoch 783 | loss: 0.0311528 | val_loss: 0.0311721 | Time: 2921.33 ms [2020-12-23 12:08:11 main:581] : INFO : Epoch 784 | loss: 0.0311521 | val_loss: 0.031166 | Time: 2919.29 ms [2020-12-23 12:08:13 main:581] : INFO : Epoch 785 | loss: 0.0311544 | val_loss: 0.0311667 | Time: 2950.87 ms [2020-12-23 12:08:16 main:581] : INFO : Epoch 786 | loss: 0.031155 | val_loss: 0.0311684 | Time: 2930.17 ms [2020-12-23 12:08:19 main:581] : INFO : Epoch 787 | loss: 0.0311536 | val_loss: 0.0311668 | Time: 2926.14 ms [2020-12-23 12:08:22 main:581] : INFO : Epoch 788 | loss: 0.031151 | val_loss: 0.0311659 | Time: 2912.11 ms [2020-12-23 12:08:25 main:581] : INFO : Epoch 789 | loss: 0.0311521 | val_loss: 0.0311659 | Time: 2862.65 ms [2020-12-23 12:08:28 main:581] : INFO : Epoch 790 | loss: 0.0311502 | val_loss: 0.0311676 | Time: 2927.84 ms [2020-12-23 12:08:31 main:581] : INFO : Epoch 791 | loss: 0.0311547 | val_loss: 0.0311683 | Time: 2927.26 ms [2020-12-23 12:08:34 main:581] : INFO : Epoch 792 | loss: 0.0311521 | val_loss: 0.031166 | Time: 2930.35 ms [2020-12-23 12:08:37 main:581] : INFO : Epoch 793 | loss: 0.03115 | val_loss: 0.0311661 | Time: 2904.73 ms [2020-12-23 12:08:40 main:581] : INFO : Epoch 794 | loss: 0.0311505 | val_loss: 0.0311704 | Time: 2924.75 ms [2020-12-23 12:08:43 main:581] : INFO : Epoch 795 | loss: 0.0311529 | val_loss: 0.0311671 | Time: 2949.75 ms [2020-12-23 12:08:46 main:581] : INFO : Epoch 796 | loss: 0.0311503 | val_loss: 0.0311672 | Time: 2904.89 ms [2020-12-23 12:08:48 main:581] : INFO : Epoch 797 | loss: 0.0311489 | val_loss: 0.0311682 | Time: 2924.95 ms [2020-12-23 12:08:51 main:581] : INFO : Epoch 798 | loss: 0.0311491 | val_loss: 0.0311672 | Time: 2929.32 ms [2020-12-23 12:08:54 main:581] : INFO : Epoch 799 | loss: 0.0311493 | val_loss: 0.0311675 | Time: 2930.53 ms [2020-12-23 12:08:57 main:581] : INFO : Epoch 800 | loss: 0.0311501 | val_loss: 0.0311688 | Time: 2927.6 ms [2020-12-23 12:09:00 main:581] : INFO : Epoch 801 | loss: 0.0311494 | val_loss: 0.0311669 | Time: 2942.59 ms [2020-12-23 12:09:03 main:581] : INFO : Epoch 802 | loss: 0.0311519 | val_loss: 0.0311689 | Time: 2930.15 ms [2020-12-23 12:09:06 main:581] : INFO : Epoch 803 | loss: 0.0311504 | val_loss: 0.0311691 | Time: 2920.69 ms [2020-12-23 12:09:09 main:581] : INFO : Epoch 804 | loss: 0.0311496 | val_loss: 0.0311669 | Time: 2921.66 ms [2020-12-23 12:09:12 main:581] : INFO : Epoch 805 | loss: 0.0311501 | val_loss: 0.0311669 | Time: 2940.71 ms [2020-12-23 12:09:15 main:581] : INFO : Epoch 806 | loss: 0.03115 | val_loss: 0.031168 | Time: 2921.53 ms [2020-12-23 12:09:18 main:581] : INFO : Epoch 807 | loss: 0.0311492 | val_loss: 0.0311652 | Time: 2927.54 ms [2020-12-23 12:09:21 main:581] : INFO : Epoch 808 | loss: 0.0311508 | val_loss: 0.0311694 | Time: 2929.06 ms [2020-12-23 12:09:24 main:581] : INFO : Epoch 809 | loss: 0.0311519 | val_loss: 0.0311666 | Time: 2932.25 ms [2020-12-23 12:09:27 main:581] : INFO : Epoch 810 | loss: 0.0311495 | val_loss: 0.0311662 | Time: 2925.58 ms [2020-12-23 12:09:30 main:581] : INFO : Epoch 811 | loss: 0.0311504 | val_loss: 0.0311657 | Time: 2929.27 ms [2020-12-23 12:09:32 main:581] : INFO : Epoch 812 | loss: 0.0311491 | val_loss: 0.0311664 | Time: 2930.43 ms [2020-12-23 12:09:35 main:581] : INFO : Epoch 813 | loss: 0.031149 | val_loss: 0.0311642 | Time: 2926.91 ms [2020-12-23 12:09:38 main:581] : INFO : Epoch 814 | loss: 0.0311488 | val_loss: 0.0311688 | Time: 2900.04 ms [2020-12-23 12:09:41 main:581] : INFO : Epoch 815 | loss: 0.0311523 | val_loss: 0.0311655 | Time: 2924.26 ms [2020-12-23 12:09:44 main:581] : INFO : Epoch 816 | loss: 0.0311486 | val_loss: 0.0311639 | Time: 2924.91 ms [2020-12-23 12:09:47 main:581] : INFO : Epoch 817 | loss: 0.0311475 | val_loss: 0.0311645 | Time: 2931.99 ms [2020-12-23 12:09:50 main:581] : INFO : Epoch 818 | loss: 0.0311467 | val_loss: 0.0311691 | Time: 2930.5 ms [2020-12-23 12:09:53 main:581] : INFO : Epoch 819 | loss: 0.0311495 | val_loss: 0.0311662 | Time: 2931.04 ms [2020-12-23 12:09:56 main:581] : INFO : Epoch 820 | loss: 0.0311495 | val_loss: 0.0311716 | Time: 2925.17 ms [2020-12-23 12:09:59 main:581] : INFO : Epoch 821 | loss: 0.0311557 | val_loss: 0.0311665 | Time: 2921.56 ms [2020-12-23 12:10:02 main:581] : INFO : Epoch 822 | loss: 0.0311556 | val_loss: 0.0311664 | Time: 2948.78 ms [2020-12-23 12:10:05 main:581] : INFO : Epoch 823 | loss: 0.0311528 | val_loss: 0.0311662 | Time: 2929.25 ms [2020-12-23 12:10:08 main:581] : INFO : Epoch 824 | loss: 0.031151 | val_loss: 0.0311638 | Time: 2906.13 ms [2020-12-23 12:10:10 main:581] : INFO : Epoch 825 | loss: 0.0311498 | val_loss: 0.0311659 | Time: 2873.32 ms [2020-12-23 12:10:13 main:581] : INFO : Epoch 826 | loss: 0.03115 | val_loss: 0.0311647 | Time: 2916.31 ms [2020-12-23 12:10:16 main:581] : INFO : Epoch 827 | loss: 0.0311499 | val_loss: 0.031164 | Time: 2926.09 ms [2020-12-23 12:10:19 main:581] : INFO : Epoch 828 | loss: 0.0311535 | val_loss: 0.031165 | Time: 2922.49 ms [2020-12-23 12:10:22 main:581] : INFO : Epoch 829 | loss: 0.0311513 | val_loss: 0.0311654 | Time: 2928.99 ms [2020-12-23 12:10:25 main:581] : INFO : Epoch 830 | loss: 0.0311497 | val_loss: 0.0311633 | Time: 2917.95 ms [2020-12-23 12:10:28 main:581] : INFO : Epoch 831 | loss: 0.0311485 | val_loss: 0.0311629 | Time: 2927.37 ms [2020-12-23 12:10:31 main:581] : INFO : Epoch 832 | loss: 0.0311482 | val_loss: 0.0311643 | Time: 2926.62 ms [2020-12-23 12:10:34 main:581] : INFO : Epoch 833 | loss: 0.0311476 | val_loss: 0.0311624 | Time: 2926.62 ms [2020-12-23 12:10:37 main:581] : INFO : Epoch 834 | loss: 0.0311488 | val_loss: 0.0311621 | Time: 2922.71 ms [2020-12-23 12:10:40 main:581] : INFO : Epoch 835 | loss: 0.0311481 | val_loss: 0.0311613 | Time: 2897.3 ms [2020-12-23 12:10:43 main:581] : INFO : Epoch 836 | loss: 0.0311488 | val_loss: 0.0311624 | Time: 2943.93 ms [2020-12-23 12:10:45 main:581] : INFO : Epoch 837 | loss: 0.0311482 | val_loss: 0.031162 | Time: 2901.59 ms [2020-12-23 12:10:48 main:581] : INFO : Epoch 838 | loss: 0.0311495 | val_loss: 0.031162 | Time: 2918.95 ms [2020-12-23 12:10:51 main:581] : INFO : Epoch 839 | loss: 0.0311493 | val_loss: 0.0311635 | Time: 2907.45 ms [2020-12-23 12:10:54 main:581] : INFO : Epoch 840 | loss: 0.0311505 | val_loss: 0.0311653 | Time: 2896.28 ms [2020-12-23 12:10:57 main:581] : INFO : Epoch 841 | loss: 0.0311499 | val_loss: 0.0311631 | Time: 2937.55 ms [2020-12-23 12:11:00 main:581] : INFO : Epoch 842 | loss: 0.0311492 | val_loss: 0.0311647 | Time: 2955.6 ms [2020-12-23 12:11:03 main:581] : INFO : Epoch 843 | loss: 0.0311483 | val_loss: 0.031163 | Time: 2928.07 ms [2020-12-23 12:11:06 main:581] : INFO : Epoch 844 | loss: 0.0311502 | val_loss: 0.0311647 | Time: 2931.89 ms [2020-12-23 12:11:09 main:581] : INFO : Epoch 845 | loss: 0.0311506 | val_loss: 0.0311648 | Time: 2927.99 ms [2020-12-23 12:11:12 main:581] : INFO : Epoch 846 | loss: 0.0311507 | val_loss: 0.0311641 | Time: 2924.36 ms [2020-12-23 12:11:15 main:581] : INFO : Epoch 847 | loss: 0.0311488 | val_loss: 0.0311644 | Time: 2924.93 ms [2020-12-23 12:11:18 main:581] : INFO : Epoch 848 | loss: 0.0311491 | val_loss: 0.0311662 | Time: 2923.13 ms [2020-12-23 12:11:21 main:581] : INFO : Epoch 849 | loss: 0.0311496 | val_loss: 0.0311698 | Time: 2925.03 ms [2020-12-23 12:11:24 main:581] : INFO : Epoch 850 | loss: 0.0311509 | val_loss: 0.0311644 | Time: 2923.49 ms [2020-12-23 12:11:26 main:581] : INFO : Epoch 851 | loss: 0.031149 | val_loss: 0.0311684 | Time: 2932.92 ms [2020-12-23 12:11:29 main:581] : INFO : Epoch 852 | loss: 0.0311531 | val_loss: 0.0311682 | Time: 2900.11 ms [2020-12-23 12:11:32 main:581] : INFO : Epoch 853 | loss: 0.0311514 | val_loss: 0.0311636 | Time: 2925.43 ms [2020-12-23 12:11:35 main:581] : INFO : Epoch 854 | loss: 0.0311499 | val_loss: 0.0311663 | Time: 2919.98 ms [2020-12-23 12:11:38 main:581] : INFO : Epoch 855 | loss: 0.0311516 | val_loss: 0.0311677 | Time: 2930.78 ms [2020-12-23 12:11:41 main:581] : INFO : Epoch 856 | loss: 0.0311521 | val_loss: 0.0311667 | Time: 2924.13 ms [2020-12-23 12:11:44 main:581] : INFO : Epoch 857 | loss: 0.0311536 | val_loss: 0.031165 | Time: 2948.28 ms [2020-12-23 12:11:47 main:581] : INFO : Epoch 858 | loss: 0.0311528 | val_loss: 0.0311659 | Time: 2907.99 ms [2020-12-23 12:11:50 main:581] : INFO : Epoch 859 | loss: 0.0311549 | val_loss: 0.0311704 | Time: 2902.83 ms [2020-12-23 12:11:53 main:581] : INFO : Epoch 860 | loss: 0.0311534 | val_loss: 0.0311647 | Time: 2927.73 ms [2020-12-23 12:11:56 main:581] : INFO : Epoch 861 | loss: 0.0311515 | val_loss: 0.0311638 | Time: 2902.72 ms [2020-12-23 12:11:59 main:581] : INFO : Epoch 862 | loss: 0.0311523 | val_loss: 0.0311613 | Time: 2906.1 ms [2020-12-23 12:12:02 main:581] : INFO : Epoch 863 | loss: 0.0311529 | val_loss: 0.0311646 | Time: 2959.2 ms [2020-12-23 12:12:04 main:581] : INFO : Epoch 864 | loss: 0.0311526 | val_loss: 0.0311674 | Time: 2931.23 ms [2020-12-23 12:12:07 main:581] : INFO : Epoch 865 | loss: 0.0311525 | val_loss: 0.0311665 | Time: 2899.26 ms [2020-12-23 12:12:10 main:581] : INFO : Epoch 866 | loss: 0.0311505 | val_loss: 0.0311668 | Time: 2903.99 ms [2020-12-23 12:12:13 main:581] : INFO : Epoch 867 | loss: 0.0311497 | val_loss: 0.0311659 | Time: 2926.82 ms [2020-12-23 12:12:16 main:581] : INFO : Epoch 868 | loss: 0.0311508 | val_loss: 0.0311695 | Time: 2928.04 ms [2020-12-23 12:12:19 main:581] : INFO : Epoch 869 | loss: 0.0311501 | val_loss: 0.0311654 | Time: 2933.19 ms [2020-12-23 12:12:22 main:581] : INFO : Epoch 870 | loss: 0.0311499 | val_loss: 0.0311642 | Time: 2925.84 ms [2020-12-23 12:12:25 main:581] : INFO : Epoch 871 | loss: 0.0311487 | val_loss: 0.0311633 | Time: 2925.28 ms [2020-12-23 12:12:28 main:581] : INFO : Epoch 872 | loss: 0.0311478 | val_loss: 0.0311631 | Time: 2928.34 ms [2020-12-23 12:12:31 main:581] : INFO : Epoch 873 | loss: 0.031148 | val_loss: 0.031163 | Time: 2889.83 ms [2020-12-23 12:12:34 main:581] : INFO : Epoch 874 | loss: 0.0311482 | val_loss: 0.0311627 | Time: 2892.64 ms [2020-12-23 12:12:37 main:581] : INFO : Epoch 875 | loss: 0.031149 | val_loss: 0.0311652 | Time: 2927.39 ms [2020-12-23 12:12:39 main:581] : INFO : Epoch 876 | loss: 0.0311497 | val_loss: 0.0311624 | Time: 2929.22 ms [2020-12-23 12:12:42 main:581] : INFO : Epoch 877 | loss: 0.0311486 | val_loss: 0.031162 | Time: 2925.3 ms [2020-12-23 12:12:45 main:581] : INFO : Epoch 878 | loss: 0.0311481 | val_loss: 0.0311634 | Time: 2909.04 ms [2020-12-23 12:12:48 main:581] : INFO : Epoch 879 | loss: 0.0311475 | val_loss: 0.0311612 | Time: 2893.97 ms [2020-12-23 12:12:51 main:581] : INFO : Epoch 880 | loss: 0.0311475 | val_loss: 0.0311619 | Time: 2912.33 ms [2020-12-23 12:12:54 main:581] : INFO : Epoch 881 | loss: 0.0311487 | val_loss: 0.0311621 | Time: 2927.1 ms [2020-12-23 12:12:57 main:581] : INFO : Epoch 882 | loss: 0.0311476 | val_loss: 0.0311613 | Time: 2933.71 ms [2020-12-23 12:13:00 main:581] : INFO : Epoch 883 | loss: 0.0311486 | val_loss: 0.0311668 | Time: 2937.86 ms [2020-12-23 12:13:03 main:581] : INFO : Epoch 884 | loss: 0.0311527 | val_loss: 0.0311638 | Time: 2926.7 ms [2020-12-23 12:13:06 main:581] : INFO : Epoch 885 | loss: 0.0311492 | val_loss: 0.0311608 | Time: 2918.34 ms [2020-12-23 12:13:09 main:581] : INFO : Epoch 886 | loss: 0.0311485 | val_loss: 0.0311623 | Time: 2929.42 ms [2020-12-23 12:13:12 main:581] : INFO : Epoch 887 | loss: 0.0311489 | val_loss: 0.0311616 | Time: 2932.69 ms [2020-12-23 12:13:15 main:581] : INFO : Epoch 888 | loss: 0.0311473 | val_loss: 0.0311608 | Time: 2930.17 ms [2020-12-23 12:13:17 main:581] : INFO : Epoch 889 | loss: 0.0311477 | val_loss: 0.031158 | Time: 2926.91 ms [2020-12-23 12:13:20 main:581] : INFO : Epoch 890 | loss: 0.0311457 | val_loss: 0.0311585 | Time: 2918.14 ms [2020-12-23 12:13:23 main:581] : INFO : Epoch 891 | loss: 0.0311455 | val_loss: 0.0311584 | Time: 2926.96 ms [2020-12-23 12:13:26 main:581] : INFO : Epoch 892 | loss: 0.0311467 | val_loss: 0.0311596 | Time: 2921.94 ms [2020-12-23 12:13:29 main:581] : INFO : Epoch 893 | loss: 0.0311453 | val_loss: 0.0311597 | Time: 2927.02 ms [2020-12-23 12:13:32 main:581] : INFO : Epoch 894 | loss: 0.0311472 | val_loss: 0.0311618 | Time: 2927.7 ms [2020-12-23 12:13:35 main:581] : INFO : Epoch 895 | loss: 0.0311506 | val_loss: 0.0311606 | Time: 2930.53 ms [2020-12-23 12:13:38 main:581] : INFO : Epoch 896 | loss: 0.0311474 | val_loss: 0.0311601 | Time: 2923.32 ms [2020-12-23 12:13:41 main:581] : INFO : Epoch 897 | loss: 0.0311485 | val_loss: 0.0311624 | Time: 2910.54 ms [2020-12-23 12:13:44 main:581] : INFO : Epoch 898 | loss: 0.0311479 | val_loss: 0.0311604 | Time: 2949.56 ms [2020-12-23 12:13:47 main:581] : INFO : Epoch 899 | loss: 0.031147 | val_loss: 0.0311587 | Time: 2926.64 ms [2020-12-23 12:13:50 main:581] : INFO : Epoch 900 | loss: 0.0311466 | val_loss: 0.0311596 | Time: 2925.28 ms [2020-12-23 12:13:53 main:581] : INFO : Epoch 901 | loss: 0.0311477 | val_loss: 0.0311661 | Time: 2917.54 ms [2020-12-23 12:13:55 main:581] : INFO : Epoch 902 | loss: 0.0311475 | val_loss: 0.031163 | Time: 2917.42 ms [2020-12-23 12:13:58 main:581] : INFO : Epoch 903 | loss: 0.0311465 | val_loss: 0.0311616 | Time: 2932.7 ms [2020-12-23 12:14:01 main:581] : INFO : Epoch 904 | loss: 0.0311457 | val_loss: 0.0311624 | Time: 2950.31 ms [2020-12-23 12:14:04 main:581] : INFO : Epoch 905 | loss: 0.0311472 | val_loss: 0.0311609 | Time: 2917.95 ms [2020-12-23 12:14:07 main:581] : INFO : Epoch 906 | loss: 0.0311463 | val_loss: 0.0311614 | Time: 2925.75 ms [2020-12-23 12:14:10 main:581] : INFO : Epoch 907 | loss: 0.0311465 | val_loss: 0.0311623 | Time: 2922.46 ms [2020-12-23 12:14:13 main:581] : INFO : Epoch 908 | loss: 0.0311475 | val_loss: 0.0311618 | Time: 2951.32 ms [2020-12-23 12:14:16 main:581] : INFO : Epoch 909 | loss: 0.0311465 | val_loss: 0.0311604 | Time: 2932.18 ms [2020-12-23 12:14:19 main:581] : INFO : Epoch 910 | loss: 0.0311485 | val_loss: 0.0311606 | Time: 2920.84 ms [2020-12-23 12:14:22 main:581] : INFO : Epoch 911 | loss: 0.0311489 | val_loss: 0.0311595 | Time: 2932.84 ms [2020-12-23 12:14:25 main:581] : INFO : Epoch 912 | loss: 0.0311488 | val_loss: 0.0311579 | Time: 2926.55 ms [2020-12-23 12:14:28 main:581] : INFO : Epoch 913 | loss: 0.0311484 | val_loss: 0.0311591 | Time: 2922.39 ms [2020-12-23 12:14:31 main:581] : INFO : Epoch 914 | loss: 0.0311472 | val_loss: 0.0311595 | Time: 2919.98 ms [2020-12-23 12:14:34 main:581] : INFO : Epoch 915 | loss: 0.0311477 | val_loss: 0.0311597 | Time: 2859.48 ms [2020-12-23 12:14:36 main:581] : INFO : Epoch 916 | loss: 0.0311475 | val_loss: 0.0311594 | Time: 2876.87 ms [2020-12-23 12:14:39 main:581] : INFO : Epoch 917 | loss: 0.0311468 | val_loss: 0.0311614 | Time: 2894.66 ms [2020-12-23 12:14:42 main:581] : INFO : Epoch 918 | loss: 0.03115 | val_loss: 0.0311599 | Time: 2948.96 ms [2020-12-23 12:14:45 main:581] : INFO : Epoch 919 | loss: 0.031151 | val_loss: 0.0311685 | Time: 2926.59 ms [2020-12-23 12:14:48 main:581] : INFO : Epoch 920 | loss: 0.0311542 | val_loss: 0.031162 | Time: 2928.54 ms [2020-12-23 12:14:51 main:581] : INFO : Epoch 921 | loss: 0.0311516 | val_loss: 0.0311607 | Time: 2926.47 ms [2020-12-23 12:14:54 main:581] : INFO : Epoch 922 | loss: 0.0311492 | val_loss: 0.0311597 | Time: 2921.26 ms [2020-12-23 12:14:57 main:581] : INFO : Epoch 923 | loss: 0.0311493 | val_loss: 0.0311626 | Time: 2920.54 ms [2020-12-23 12:15:00 main:581] : INFO : Epoch 924 | loss: 0.0311481 | val_loss: 0.0311595 | Time: 2911.38 ms [2020-12-23 12:15:03 main:581] : INFO : Epoch 925 | loss: 0.0311487 | val_loss: 0.0311575 | Time: 2902.81 ms [2020-12-23 12:15:06 main:581] : INFO : Epoch 926 | loss: 0.0311494 | val_loss: 0.0311633 | Time: 2923.86 ms [2020-12-23 12:15:09 main:581] : INFO : Epoch 927 | loss: 0.0311484 | val_loss: 0.0311605 | Time: 2930.52 ms [2020-12-23 12:15:11 main:581] : INFO : Epoch 928 | loss: 0.0311519 | val_loss: 0.0311606 | Time: 2928.86 ms [2020-12-23 12:15:14 main:581] : INFO : Epoch 929 | loss: 0.0311542 | val_loss: 0.0311635 | Time: 2929.71 ms [2020-12-23 12:15:17 main:581] : INFO : Epoch 930 | loss: 0.0311569 | val_loss: 0.0311632 | Time: 2921.72 ms [2020-12-23 12:15:20 main:581] : INFO : Epoch 931 | loss: 0.0311592 | val_loss: 0.0311652 | Time: 2919.53 ms [2020-12-23 12:15:23 main:581] : INFO : Epoch 932 | loss: 0.0311559 | val_loss: 0.0311658 | Time: 2921.17 ms [2020-12-23 12:15:26 main:581] : INFO : Epoch 933 | loss: 0.031156 | val_loss: 0.0311636 | Time: 2933.94 ms [2020-12-23 12:15:29 main:581] : INFO : Epoch 934 | loss: 0.0311547 | val_loss: 0.0311632 | Time: 2929.97 ms [2020-12-23 12:15:32 main:581] : INFO : Epoch 935 | loss: 0.0311523 | val_loss: 0.031162 | Time: 2920.54 ms [2020-12-23 12:15:35 main:581] : INFO : Epoch 936 | loss: 0.0311517 | val_loss: 0.0311637 | Time: 2917.37 ms [2020-12-23 12:15:38 main:581] : INFO : Epoch 937 | loss: 0.0311509 | val_loss: 0.0311637 | Time: 2922.57 ms [2020-12-23 12:15:41 main:581] : INFO : Epoch 938 | loss: 0.0311524 | val_loss: 0.0311662 | Time: 2927.3 ms [2020-12-23 12:15:44 main:581] : INFO : Epoch 939 | loss: 0.0311574 | val_loss: 0.0311637 | Time: 2942.97 ms [2020-12-23 12:15:47 main:581] : INFO : Epoch 940 | loss: 0.0311534 | val_loss: 0.0311642 | Time: 2918.76 ms [2020-12-23 12:15:49 main:581] : INFO : Epoch 941 | loss: 0.0311524 | val_loss: 0.0311634 | Time: 2921.3 ms [2020-12-23 12:15:52 main:581] : INFO : Epoch 942 | loss: 0.031154 | val_loss: 0.0311639 | Time: 2935.14 ms [2020-12-23 12:15:55 main:581] : INFO : Epoch 943 | loss: 0.0311509 | val_loss: 0.031162 | Time: 2926.25 ms [2020-12-23 12:15:58 main:581] : INFO : Epoch 944 | loss: 0.0311503 | val_loss: 0.0311642 | Time: 2922.42 ms [2020-12-23 12:16:01 main:581] : INFO : Epoch 945 | loss: 0.0311508 | val_loss: 0.0311609 | Time: 2937.82 ms [2020-12-23 12:16:04 main:581] : INFO : Epoch 946 | loss: 0.0311495 | val_loss: 0.0311648 | Time: 2932.06 ms [2020-12-23 12:16:07 main:581] : INFO : Epoch 947 | loss: 0.0311505 | val_loss: 0.0311589 | Time: 2921.53 ms [2020-12-23 12:16:10 main:581] : INFO : Epoch 948 | loss: 0.0311514 | val_loss: 0.0311603 | Time: 2921.76 ms [2020-12-23 12:16:13 main:581] : INFO : Epoch 949 | loss: 0.0311526 | val_loss: 0.0311613 | Time: 2940.25 ms [2020-12-23 12:16:16 main:581] : INFO : Epoch 950 | loss: 0.0311537 | val_loss: 0.0311619 | Time: 2879.35 ms [2020-12-23 12:16:19 main:581] : INFO : Epoch 951 | loss: 0.0311518 | val_loss: 0.0311632 | Time: 2880.79 ms [2020-12-23 12:16:22 main:581] : INFO : Epoch 952 | loss: 0.0311521 | val_loss: 0.0311646 | Time: 2933.97 ms [2020-12-23 12:16:25 main:581] : INFO : Epoch 953 | loss: 0.0311516 | val_loss: 0.0311617 | Time: 2904.56 ms [2020-12-23 12:16:27 main:581] : INFO : Epoch 954 | loss: 0.03115 | val_loss: 0.0311592 | Time: 2907.52 ms [2020-12-23 12:16:30 main:581] : INFO : Epoch 955 | loss: 0.0311501 | val_loss: 0.0311595 | Time: 2910.02 ms [2020-12-23 12:16:33 main:581] : INFO : Epoch 956 | loss: 0.0311495 | val_loss: 0.031159 | Time: 2915.62 ms [2020-12-23 12:16:36 main:581] : INFO : Epoch 957 | loss: 0.0311499 | val_loss: 0.0311605 | Time: 2930.06 ms [2020-12-23 12:16:39 main:581] : INFO : Epoch 958 | loss: 0.0311487 | val_loss: 0.0311599 | Time: 2921.3 ms [2020-12-23 12:16:42 main:581] : INFO : Epoch 959 | loss: 0.0311494 | val_loss: 0.031162 | Time: 2950.99 ms [2020-12-23 12:16:45 main:581] : INFO : Epoch 960 | loss: 0.0311506 | val_loss: 0.0311585 | Time: 2928.17 ms [2020-12-23 12:16:48 main:581] : INFO : Epoch 961 | loss: 0.0311513 | val_loss: 0.0311626 | Time: 2896.08 ms [2020-12-23 12:16:51 main:581] : INFO : Epoch 962 | loss: 0.0311502 | val_loss: 0.031159 | Time: 2929.27 ms [2020-12-23 12:16:54 main:581] : INFO : Epoch 963 | loss: 0.0311493 | val_loss: 0.0311572 | Time: 2927.54 ms [2020-12-23 12:16:57 main:581] : INFO : Epoch 964 | loss: 0.0311493 | val_loss: 0.0311576 | Time: 2888.56 ms [2020-12-23 12:17:00 main:581] : INFO : Epoch 965 | loss: 0.0311487 | val_loss: 0.0311578 | Time: 2916.27 ms [2020-12-23 12:17:03 main:581] : INFO : Epoch 966 | loss: 0.0311484 | val_loss: 0.031159 | Time: 2938.48 ms [2020-12-23 12:17:05 main:581] : INFO : Epoch 967 | loss: 0.0311516 | val_loss: 0.0311603 | Time: 2908.27 ms [2020-12-23 12:17:08 main:581] : INFO : Epoch 968 | loss: 0.0311485 | val_loss: 0.0311599 | Time: 2919.13 ms [2020-12-23 12:17:11 main:581] : INFO : Epoch 969 | loss: 0.0311496 | val_loss: 0.0311624 | Time: 2916.04 ms [2020-12-23 12:17:14 main:581] : INFO : Epoch 970 | loss: 0.0311494 | val_loss: 0.0311622 | Time: 2916.39 ms [2020-12-23 12:17:17 main:581] : INFO : Epoch 971 | loss: 0.0311485 | val_loss: 0.0311587 | Time: 2853.89 ms [2020-12-23 12:17:20 main:581] : INFO : Epoch 972 | loss: 0.0311489 | val_loss: 0.0311605 | Time: 2913.03 ms [2020-12-23 12:17:23 main:581] : INFO : Epoch 973 | loss: 0.0311491 | val_loss: 0.0311588 | Time: 2905.04 ms [2020-12-23 12:17:26 main:581] : INFO : Epoch 974 | loss: 0.0311496 | val_loss: 0.0311605 | Time: 2908.91 ms [2020-12-23 12:17:29 main:581] : INFO : Epoch 975 | loss: 0.0311498 | val_loss: 0.0311578 | Time: 2902.44 ms [2020-12-23 12:17:32 main:581] : INFO : Epoch 976 | loss: 0.0311506 | val_loss: 0.031159 | Time: 2902.49 ms [2020-12-23 12:17:34 main:581] : INFO : Epoch 977 | loss: 0.0311512 | val_loss: 0.0311592 | Time: 2909.51 ms [2020-12-23 12:17:37 main:581] : INFO : Epoch 978 | loss: 0.0311503 | val_loss: 0.0311612 | Time: 2897.82 ms [2020-12-23 12:17:40 main:581] : INFO : Epoch 979 | loss: 0.0311507 | val_loss: 0.0311608 | Time: 2883.61 ms [2020-12-23 12:17:43 main:581] : INFO : Epoch 980 | loss: 0.0311509 | val_loss: 0.0311576 | Time: 2922.22 ms [2020-12-23 12:17:46 main:581] : INFO : Epoch 981 | loss: 0.0311499 | val_loss: 0.0311583 | Time: 2900.48 ms [2020-12-23 12:17:49 main:581] : INFO : Epoch 982 | loss: 0.0311516 | val_loss: 0.031159 | Time: 2902.3 ms [2020-12-23 12:17:52 main:581] : INFO : Epoch 983 | loss: 0.0311529 | val_loss: 0.0311591 | Time: 2918.27 ms [2020-12-23 12:17:55 main:581] : INFO : Epoch 984 | loss: 0.0311524 | val_loss: 0.0311619 | Time: 2919.34 ms [2020-12-23 12:17:58 main:581] : INFO : Epoch 985 | loss: 0.0311494 | val_loss: 0.0311579 | Time: 2893.88 ms [2020-12-23 12:18:01 main:581] : INFO : Epoch 986 | loss: 0.0311487 | val_loss: 0.0311587 | Time: 2935.92 ms [2020-12-23 12:18:04 main:581] : INFO : Epoch 987 | loss: 0.0311508 | val_loss: 0.0311622 | Time: 2913.07 ms [2020-12-23 12:18:06 main:581] : INFO : Epoch 988 | loss: 0.0311524 | val_loss: 0.0311635 | Time: 2922.59 ms [2020-12-23 12:18:09 main:581] : INFO : Epoch 989 | loss: 0.0311569 | val_loss: 0.0311669 | Time: 2922.33 ms [2020-12-23 12:18:12 main:581] : INFO : Epoch 990 | loss: 0.0311568 | val_loss: 0.0311606 | Time: 2946.86 ms [2020-12-23 12:18:15 main:581] : INFO : Epoch 991 | loss: 0.0311554 | val_loss: 0.0311546 | Time: 2922.54 ms [2020-12-23 12:18:18 main:581] : INFO : Epoch 992 | loss: 0.0311522 | val_loss: 0.0311572 | Time: 2886.32 ms [2020-12-23 12:18:21 main:581] : INFO : Epoch 993 | loss: 0.0311514 | val_loss: 0.0311584 | Time: 2928.16 ms [2020-12-23 12:18:24 main:581] : INFO : Epoch 994 | loss: 0.0311503 | val_loss: 0.031159 | Time: 2914.27 ms [2020-12-23 12:18:27 main:581] : INFO : Epoch 995 | loss: 0.0311517 | val_loss: 0.0311613 | Time: 2929.05 ms [2020-12-23 12:18:30 main:581] : INFO : Epoch 996 | loss: 0.0311507 | val_loss: 0.0311605 | Time: 2929.5 ms [2020-12-23 12:18:33 main:581] : INFO : Epoch 997 | loss: 0.0311502 | val_loss: 0.0311601 | Time: 2900.61 ms [2020-12-23 12:18:36 main:581] : INFO : Epoch 998 | loss: 0.0311508 | val_loss: 0.0311566 | Time: 2925.59 ms [2020-12-23 12:18:39 main:581] : INFO : Epoch 999 | loss: 0.0311502 | val_loss: 0.0311597 | Time: 2921.59 ms [2020-12-23 12:18:42 main:581] : INFO : Epoch 1000 | loss: 0.0311501 | val_loss: 0.031161 | Time: 2894.81 ms [2020-12-23 12:18:44 main:581] : INFO : Epoch 1001 | loss: 0.0311492 | val_loss: 0.0311599 | Time: 2909.14 ms [2020-12-23 12:18:47 main:581] : INFO : Epoch 1002 | loss: 0.0311497 | val_loss: 0.0311601 | Time: 2932.78 ms [2020-12-23 12:18:50 main:581] : INFO : Epoch 1003 | loss: 0.03115 | val_loss: 0.0311623 | Time: 2901.79 ms [2020-12-23 12:18:53 main:581] : INFO : Epoch 1004 | loss: 0.0311532 | val_loss: 0.031159 | Time: 2930.75 ms [2020-12-23 12:18:56 main:581] : INFO : Epoch 1005 | loss: 0.0311503 | val_loss: 0.0311591 | Time: 2895.77 ms [2020-12-23 12:18:59 main:581] : INFO : Epoch 1006 | loss: 0.0311501 | val_loss: 0.0311591 | Time: 2910.45 ms [2020-12-23 12:19:02 main:581] : INFO : Epoch 1007 | loss: 0.0311507 | val_loss: 0.0311615 | Time: 2947.51 ms [2020-12-23 12:19:05 main:581] : INFO : Epoch 1008 | loss: 0.0311512 | val_loss: 0.0311626 | Time: 2912.86 ms [2020-12-23 12:19:08 main:581] : INFO : Epoch 1009 | loss: 0.0311518 | val_loss: 0.0311605 | Time: 2915.93 ms [2020-12-23 12:19:11 main:581] : INFO : Epoch 1010 | loss: 0.0311493 | val_loss: 0.0311576 | Time: 2901.28 ms [2020-12-23 12:19:14 main:581] : INFO : Epoch 1011 | loss: 0.0311474 | val_loss: 0.0311576 | Time: 2948.78 ms [2020-12-23 12:19:17 main:581] : INFO : Epoch 1012 | loss: 0.0311473 | val_loss: 0.031163 | Time: 2908.35 ms [2020-12-23 12:19:19 main:581] : INFO : Epoch 1013 | loss: 0.0311485 | val_loss: 0.0311594 | Time: 2909.36 ms [2020-12-23 12:19:22 main:581] : INFO : Epoch 1014 | loss: 0.0311484 | val_loss: 0.0311587 | Time: 2882.26 ms [2020-12-23 12:19:25 main:581] : INFO : Epoch 1015 | loss: 0.0311471 | val_loss: 0.0311625 | Time: 2906.84 ms [2020-12-23 12:19:28 main:581] : INFO : Epoch 1016 | loss: 0.0311491 | val_loss: 0.0311611 | Time: 2933.16 ms [2020-12-23 12:19:31 main:581] : INFO : Epoch 1017 | loss: 0.0311496 | val_loss: 0.0311633 | Time: 2928.15 ms [2020-12-23 12:19:34 main:581] : INFO : Epoch 1018 | loss: 0.0311478 | val_loss: 0.0311604 | Time: 2899.9 ms [2020-12-23 12:19:37 main:581] : INFO : Epoch 1019 | loss: 0.0311473 | val_loss: 0.0311624 | Time: 2927.04 ms [2020-12-23 12:19:40 main:581] : INFO : Epoch 1020 | loss: 0.0311464 | val_loss: 0.031161 | Time: 2915.14 ms [2020-12-23 12:19:43 main:581] : INFO : Epoch 1021 | loss: 0.0311482 | val_loss: 0.031159 | Time: 2905.83 ms [2020-12-23 12:19:46 main:581] : INFO : Epoch 1022 | loss: 0.0311489 | val_loss: 0.031161 | Time: 2921.27 ms [2020-12-23 12:19:49 main:581] : INFO : Epoch 1023 | loss: 0.0311499 | val_loss: 0.0311625 | Time: 2918.17 ms [2020-12-23 12:19:52 main:581] : INFO : Epoch 1024 | loss: 0.0311481 | val_loss: 0.0311604 | Time: 2923.18 ms [2020-12-23 12:19:52 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311604 [2020-12-23 12:19:52 main:610] : INFO : Saving end state to config to file [2020-12-23 12:19:52 main:615] : INFO : Success, exiting.. 12:19:52 (2506310): 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)