Task 3020568
| Name | EightBitModified-1605932641-23698-0_0 |
| Workunit | 1364837 |
| Created | 21 Nov 2020, 4:24:06 UTC |
| Sent | 25 Nov 2020, 20:43:41 UTC |
| Report deadline | 3 Dec 2020, 20:43:41 UTC |
| Received | 25 Nov 2020, 22:30:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3280 |
| Run time | 1 hours 3 min 31 sec |
| CPU time | 1 hours 3 min 26 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,385.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 40.65 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 510 | loss: 0.031364 | val_loss: 0.0313937 | Time: 4126.09 ms [2020-11-25 13:23:24 main:581] : INFO : Epoch 511 | loss: 0.0313647 | val_loss: 0.0313871 | Time: 3658.89 ms [2020-11-25 13:23:27 main:581] : INFO : Epoch 512 | loss: 0.0313675 | val_loss: 0.0313974 | Time: 3653.15 ms [2020-11-25 13:23:31 main:581] : INFO : Epoch 513 | loss: 0.0313926 | val_loss: 0.0314022 | Time: 3684.06 ms [2020-11-25 13:23:35 main:581] : INFO : Epoch 514 | loss: 0.0313825 | val_loss: 0.0313861 | Time: 3669.83 ms [2020-11-25 13:23:38 main:581] : INFO : Epoch 515 | loss: 0.0313758 | val_loss: 0.031406 | Time: 3647.73 ms [2020-11-25 13:23:41 main:581] : INFO : Epoch 516 | loss: 0.0313897 | val_loss: 0.0313976 | Time: 2367.35 ms [2020-11-25 13:23:45 main:581] : INFO : Epoch 517 | loss: 0.0313743 | val_loss: 0.0314062 | Time: 3724.94 ms [2020-11-25 13:23:48 main:581] : INFO : Epoch 518 | loss: 0.0313661 | val_loss: 0.0313933 | Time: 3656.15 ms [2020-11-25 13:23:52 main:581] : INFO : Epoch 519 | loss: 0.0313643 | val_loss: 0.0313769 | Time: 3689.58 ms [2020-11-25 13:23:56 main:581] : INFO : Epoch 520 | loss: 0.0313651 | val_loss: 0.0313838 | Time: 3646.32 ms [2020-11-25 13:23:59 main:581] : INFO : Epoch 521 | loss: 0.0313752 | val_loss: 0.0314049 | Time: 3722.43 ms [2020-11-25 13:24:03 main:581] : INFO : Epoch 522 | loss: 0.0313717 | val_loss: 0.0313878 | Time: 3678.48 ms [2020-11-25 13:24:07 main:581] : INFO : Epoch 523 | loss: 0.0313713 | val_loss: 0.0314003 | Time: 3710.06 ms [2020-11-25 13:24:11 main:581] : INFO : Epoch 524 | loss: 0.0313708 | val_loss: 0.0313821 | Time: 4102 ms [2020-11-25 13:24:14 main:581] : INFO : Epoch 525 | loss: 0.0313635 | val_loss: 0.0313802 | Time: 3671.28 ms [2020-11-25 13:24:18 main:581] : INFO : Epoch 526 | loss: 0.0313701 | val_loss: 0.0313998 | Time: 3813.95 ms [2020-11-25 13:24:22 main:581] : INFO : Epoch 527 | loss: 0.0313783 | val_loss: 0.0313817 | Time: 3778.73 ms [2020-11-25 13:24:26 main:581] : INFO : Epoch 528 | loss: 0.0313704 | val_loss: 0.031389 | Time: 3794.76 ms [2020-11-25 13:24:30 main:581] : INFO : Epoch 529 | loss: 0.0313666 | val_loss: 0.0313775 | Time: 3745.15 ms [2020-11-25 13:24:33 main:581] : INFO : Epoch 530 | loss: 0.0313658 | val_loss: 0.0313823 | Time: 3769.02 ms [2020-11-25 13:24:37 main:581] : INFO : Epoch 531 | loss: 0.0313905 | val_loss: 0.0314022 | Time: 3723.9 ms [2020-11-25 13:24:41 main:581] : INFO : Epoch 532 | loss: 0.0313702 | val_loss: 0.0313865 | Time: 3840.02 ms [2020-11-25 13:24:45 main:581] : INFO : Epoch 533 | loss: 0.0313663 | val_loss: 0.0314019 | Time: 3815.58 ms [2020-11-25 13:24:48 main:581] : INFO : Epoch 534 | loss: 0.0313711 | val_loss: 0.0313963 | Time: 3628.09 ms [2020-11-25 13:24:50 main:581] : INFO : Epoch 535 | loss: 0.031372 | val_loss: 0.0313866 | Time: 1937.16 ms [2020-11-25 13:24:54 main:581] : INFO : Epoch 536 | loss: 0.0313725 | val_loss: 0.0313865 | Time: 3874.72 ms [2020-11-25 13:24:58 main:581] : INFO : Epoch 537 | loss: 0.0314067 | val_loss: 0.0314451 | Time: 3645.11 ms [2020-11-25 13:25:01 main:581] : INFO : Epoch 538 | loss: 0.0314158 | val_loss: 0.0314303 | Time: 3678.49 ms [2020-11-25 13:25:05 main:581] : INFO : Epoch 539 | loss: 0.0313848 | val_loss: 0.0313939 | Time: 3916.14 ms [2020-11-25 13:25:09 main:581] : INFO : Epoch 540 | loss: 0.0313684 | val_loss: 0.0313815 | Time: 3756.81 ms [2020-11-25 13:25:13 main:581] : INFO : Epoch 541 | loss: 0.0313655 | val_loss: 0.0313766 | Time: 3677.71 ms [2020-11-25 13:25:17 main:581] : INFO : Epoch 542 | loss: 0.0313683 | val_loss: 0.0314039 | Time: 3737.67 ms [2020-11-25 13:25:20 main:581] : INFO : Epoch 543 | loss: 0.0313619 | val_loss: 0.0313875 | Time: 3870.72 ms [2020-11-25 13:25:24 main:581] : INFO : Epoch 544 | loss: 0.0313714 | val_loss: 0.0314085 | Time: 3652.87 ms [2020-11-25 13:25:28 main:581] : INFO : Epoch 545 | loss: 0.0313791 | val_loss: 0.031389 | Time: 3615.12 ms [2020-11-25 13:25:31 main:581] : INFO : Epoch 546 | loss: 0.0313636 | val_loss: 0.0314037 | Time: 3650.8 ms [2020-11-25 13:25:35 main:581] : INFO : Epoch 547 | loss: 0.0313686 | val_loss: 0.0313867 | Time: 3617.7 ms [2020-11-25 13:25:39 main:581] : INFO : Epoch 548 | loss: 0.0313731 | val_loss: 0.0313858 | Time: 3609.55 ms [2020-11-25 13:25:42 main:581] : INFO : Epoch 549 | loss: 0.0313679 | val_loss: 0.0313835 | Time: 3817.66 ms [2020-11-25 13:25:46 main:581] : INFO : Epoch 550 | loss: 0.0313575 | val_loss: 0.0313813 | Time: 3750.81 ms [2020-11-25 13:25:50 main:581] : INFO : Epoch 551 | loss: 0.0313749 | val_loss: 0.0313943 | Time: 3701.15 ms [2020-11-25 13:25:54 main:581] : INFO : Epoch 552 | loss: 0.0313719 | val_loss: 0.0314023 | Time: 3686.12 ms [2020-11-25 13:25:57 main:581] : INFO : Epoch 553 | loss: 0.0313792 | val_loss: 0.0313901 | Time: 3705.78 ms [2020-11-25 13:26:01 main:581] : INFO : Epoch 554 | loss: 0.0313671 | val_loss: 0.0313734 | Time: 3700.28 ms [2020-11-25 13:26:05 main:581] : INFO : Epoch 555 | loss: 0.0313773 | val_loss: 0.0314202 | Time: 3712.9 ms [2020-11-25 13:26:08 main:581] : INFO : Epoch 556 | loss: 0.0313808 | val_loss: 0.031393 | Time: 3641.23 ms [2020-11-25 13:26:12 main:581] : INFO : Epoch 557 | loss: 0.0313638 | val_loss: 0.0313777 | Time: 3611.22 ms [2020-11-25 13:26:16 main:581] : INFO : Epoch 558 | loss: 0.0313622 | val_loss: 0.0314059 | Time: 3719.67 ms [2020-11-25 13:26:19 main:581] : INFO : Epoch 559 | loss: 0.0313678 | val_loss: 0.0313766 | Time: 3827.55 ms [2020-11-25 13:26:23 main:581] : INFO : Epoch 560 | loss: 0.0313634 | val_loss: 0.0313777 | Time: 3614.9 ms [2020-11-25 13:26:27 main:581] : INFO : Epoch 561 | loss: 0.0313679 | val_loss: 0.0313752 | Time: 3647.65 ms [2020-11-25 13:26:30 main:581] : INFO : Epoch 562 | loss: 0.0313666 | val_loss: 0.0313932 | Time: 3660.07 ms [2020-11-25 13:26:34 main:581] : INFO : Epoch 563 | loss: 0.0313802 | val_loss: 0.0314081 | Time: 3865.56 ms [2020-11-25 13:26:38 main:581] : INFO : Epoch 564 | loss: 0.0313782 | val_loss: 0.031387 | Time: 3691.29 ms [2020-11-25 13:26:42 main:581] : INFO : Epoch 565 | loss: 0.0313653 | val_loss: 0.0313838 | Time: 3696.38 ms [2020-11-25 13:26:45 main:581] : INFO : Epoch 566 | loss: 0.0313596 | val_loss: 0.0313897 | Time: 3674.47 ms [2020-11-25 13:26:49 main:581] : INFO : Epoch 567 | loss: 0.0313697 | val_loss: 0.0313958 | Time: 3728.77 ms [2020-11-25 13:26:53 main:581] : INFO : Epoch 568 | loss: 0.0313724 | val_loss: 0.0314013 | Time: 3644.42 ms [2020-11-25 13:26:56 main:581] : INFO : Epoch 569 | loss: 0.0313636 | val_loss: 0.0313734 | Time: 3607.55 ms [2020-11-25 13:27:00 main:581] : INFO : Epoch 570 | loss: 0.0313623 | val_loss: 0.031396 | Time: 3640.72 ms [2020-11-25 13:27:04 main:581] : INFO : Epoch 571 | loss: 0.0313736 | val_loss: 0.0313831 | Time: 3616.71 ms [2020-11-25 13:27:07 main:581] : INFO : Epoch 572 | loss: 0.031377 | val_loss: 0.0313818 | Time: 3617.48 ms [2020-11-25 13:27:11 main:581] : INFO : Epoch 573 | loss: 0.0313709 | val_loss: 0.0313894 | Time: 3620.88 ms [2020-11-25 13:27:14 main:581] : INFO : Epoch 574 | loss: 0.0313621 | val_loss: 0.0313811 | Time: 3601.35 ms [2020-11-25 13:27:18 main:581] : INFO : Epoch 575 | loss: 0.0313712 | val_loss: 0.031408 | Time: 3647.32 ms [2020-11-25 13:27:22 main:581] : INFO : Epoch 576 | loss: 0.0313671 | val_loss: 0.0313949 | Time: 3606.39 ms [2020-11-25 13:27:25 main:581] : INFO : Epoch 577 | loss: 0.0313718 | val_loss: 0.0313929 | Time: 3669.84 ms [2020-11-25 13:27:29 main:581] : INFO : Epoch 578 | loss: 0.0313719 | val_loss: 0.0313917 | Time: 3681.31 ms [2020-11-25 13:27:33 main:581] : INFO : Epoch 579 | loss: 0.0313666 | val_loss: 0.0313904 | Time: 3690.8 ms [2020-11-25 13:27:36 main:581] : INFO : Epoch 580 | loss: 0.0313738 | val_loss: 0.0314006 | Time: 3735.16 ms [2020-11-25 13:27:40 main:581] : INFO : Epoch 581 | loss: 0.0313588 | val_loss: 0.0313884 | Time: 3699.57 ms [2020-11-25 13:27:44 main:581] : INFO : Epoch 582 | loss: 0.0313755 | val_loss: 0.0313932 | Time: 3688.66 ms [2020-11-25 13:27:48 main:581] : INFO : Epoch 583 | loss: 0.0313663 | val_loss: 0.0313767 | Time: 3722 ms [2020-11-25 13:27:51 main:581] : INFO : Epoch 584 | loss: 0.0313663 | val_loss: 0.0313883 | Time: 3660.21 ms [2020-11-25 13:27:55 main:581] : INFO : Epoch 585 | loss: 0.0313645 | val_loss: 0.0314098 | Time: 3619.68 ms [2020-11-25 13:27:58 main:581] : INFO : Epoch 586 | loss: 0.0313679 | val_loss: 0.0314073 | Time: 3633.52 ms [2020-11-25 13:28:02 main:581] : INFO : Epoch 587 | loss: 0.0313958 | val_loss: 0.0314287 | Time: 3644.72 ms [2020-11-25 13:28:06 main:581] : INFO : Epoch 588 | loss: 0.0313873 | val_loss: 0.031393 | Time: 3652.31 ms [2020-11-25 13:28:09 main:581] : INFO : Epoch 589 | loss: 0.0313681 | val_loss: 0.031377 | Time: 3710.94 ms [2020-11-25 13:28:13 main:581] : INFO : Epoch 590 | loss: 0.0313641 | val_loss: 0.0313936 | Time: 3850.03 ms [2020-11-25 13:28:17 main:581] : INFO : Epoch 591 | loss: 0.0313668 | val_loss: 0.0313894 | Time: 3648.59 ms [2020-11-25 13:28:21 main:581] : INFO : Epoch 592 | loss: 0.0313649 | val_loss: 0.0313802 | Time: 3707.83 ms [2020-11-25 13:28:25 main:581] : INFO : Epoch 593 | loss: 0.0313589 | val_loss: 0.0313733 | Time: 4021.34 ms [2020-11-25 13:28:28 main:581] : INFO : Epoch 594 | loss: 0.0313568 | val_loss: 0.0313938 | Time: 3765.47 ms [2020-11-25 13:28:32 main:581] : INFO : Epoch 595 | loss: 0.0313723 | val_loss: 0.0313906 | Time: 3683.49 ms [2020-11-25 13:28:36 main:581] : INFO : Epoch 596 | loss: 0.031363 | val_loss: 0.0313958 | Time: 3616.49 ms [2020-11-25 13:28:39 main:581] : INFO : Epoch 597 | loss: 0.0313747 | val_loss: 0.0313915 | Time: 3587.03 ms [2020-11-25 13:28:43 main:581] : INFO : Epoch 598 | loss: 0.0313651 | val_loss: 0.031377 | Time: 3653.71 ms [2020-11-25 13:28:47 main:581] : INFO : Epoch 599 | loss: 0.0313646 | val_loss: 0.0313864 | Time: 3761.39 ms [2020-11-25 13:28:50 main:581] : INFO : Epoch 600 | loss: 0.0313645 | val_loss: 0.0313798 | Time: 3664.79 ms [2020-11-25 13:28:54 main:581] : INFO : Epoch 601 | loss: 0.0313552 | val_loss: 0.0313726 | Time: 3891.49 ms [2020-11-25 13:28:58 main:581] : INFO : Epoch 602 | loss: 0.0313825 | val_loss: 0.0314072 | Time: 3815.31 ms [2020-11-25 13:29:02 main:581] : INFO : Epoch 603 | loss: 0.0313807 | val_loss: 0.0314363 | Time: 3668.59 ms [2020-11-25 13:29:05 main:581] : INFO : Epoch 604 | loss: 0.0313749 | val_loss: 0.0313838 | Time: 3654.08 ms [2020-11-25 13:29:09 main:581] : INFO : Epoch 605 | loss: 0.0313577 | val_loss: 0.0313703 | Time: 3628.89 ms [2020-11-25 13:29:13 main:581] : INFO : Epoch 606 | loss: 0.0313578 | val_loss: 0.0313791 | Time: 3668.49 ms [2020-11-25 13:29:16 main:581] : INFO : Epoch 607 | loss: 0.0313729 | val_loss: 0.0313742 | Time: 3666.39 ms [2020-11-25 13:29:20 main:581] : INFO : Epoch 608 | loss: 0.0313676 | val_loss: 0.0313868 | Time: 3631.94 ms [2020-11-25 13:29:24 main:581] : INFO : Epoch 609 | loss: 0.0313809 | val_loss: 0.0314178 | Time: 3612.43 ms [2020-11-25 13:29:27 main:581] : INFO : Epoch 610 | loss: 0.0313897 | val_loss: 0.0313815 | Time: 3689.67 ms [2020-11-25 13:29:31 main:581] : INFO : Epoch 611 | loss: 0.0313651 | val_loss: 0.0313848 | Time: 4171.79 ms [2020-11-25 13:29:35 main:581] : INFO : Epoch 612 | loss: 0.0313674 | val_loss: 0.0313922 | Time: 3725.38 ms [2020-11-25 13:29:39 main:581] : INFO : Epoch 613 | loss: 0.0313838 | val_loss: 0.0313896 | Time: 3816.83 ms [2020-11-25 13:29:43 main:581] : INFO : Epoch 614 | loss: 0.0313695 | val_loss: 0.031384 | Time: 3727.22 ms [2020-11-25 13:29:46 main:581] : INFO : Epoch 615 | loss: 0.0313607 | val_loss: 0.0313804 | Time: 3606.96 ms [2020-11-25 13:29:50 main:581] : INFO : Epoch 616 | loss: 0.0313663 | val_loss: 0.0313919 | Time: 3628.59 ms [2020-11-25 13:29:54 main:581] : INFO : Epoch 617 | loss: 0.0313704 | val_loss: 0.0313906 | Time: 3677.91 ms [2020-11-25 13:29:57 main:581] : INFO : Epoch 618 | loss: 0.0313724 | val_loss: 0.0313805 | Time: 3636.93 ms [2020-11-25 13:30:01 main:581] : INFO : Epoch 619 | loss: 0.0313598 | val_loss: 0.0313786 | Time: 3700.81 ms [2020-11-25 13:30:05 main:581] : INFO : Epoch 620 | loss: 0.0313577 | val_loss: 0.0313981 | Time: 3919.05 ms [2020-11-25 13:30:09 main:581] : INFO : Epoch 621 | loss: 0.031384 | val_loss: 0.0313791 | Time: 4097.56 ms [2020-11-25 13:30:13 main:581] : INFO : Epoch 622 | loss: 0.0313679 | val_loss: 0.0313725 | Time: 3777.27 ms [2020-11-25 13:30:17 main:581] : INFO : Epoch 623 | loss: 0.0313601 | val_loss: 0.0313796 | Time: 3829.97 ms [2020-11-25 13:30:21 main:581] : INFO : Epoch 624 | loss: 0.0313586 | val_loss: 0.031375 | Time: 4155.22 ms [2020-11-25 13:30:25 main:581] : INFO : Epoch 625 | loss: 0.0313597 | val_loss: 0.031404 | Time: 3723.25 ms [2020-11-25 13:30:28 main:581] : INFO : Epoch 626 | loss: 0.0313718 | val_loss: 0.0313705 | Time: 3704.45 ms [2020-11-25 13:30:32 main:581] : INFO : Epoch 627 | loss: 0.0313578 | val_loss: 0.0313847 | Time: 3655.42 ms [2020-11-25 13:30:36 main:581] : INFO : Epoch 628 | loss: 0.0313752 | val_loss: 0.0313814 | Time: 3634.89 ms [2020-11-25 13:30:39 main:581] : INFO : Epoch 629 | loss: 0.0313605 | val_loss: 0.0313711 | Time: 3708.72 ms [2020-11-25 13:30:43 main:581] : INFO : Epoch 630 | loss: 0.031367 | val_loss: 0.0313932 | Time: 3843.01 ms [2020-11-25 13:30:47 main:581] : INFO : Epoch 631 | loss: 0.0313812 | val_loss: 0.0313931 | Time: 3801.95 ms [2020-11-25 13:30:51 main:581] : INFO : Epoch 632 | loss: 0.0313615 | val_loss: 0.0313694 | Time: 4045.78 ms [2020-11-25 13:30:55 main:581] : INFO : Epoch 633 | loss: 0.0313517 | val_loss: 0.031373 | Time: 3946.86 ms [2020-11-25 13:30:59 main:581] : INFO : Epoch 634 | loss: 0.0313534 | val_loss: 0.0313822 | Time: 3770.62 ms [2020-11-25 13:31:02 main:581] : INFO : Epoch 635 | loss: 0.0313755 | val_loss: 0.0313766 | Time: 3760.26 ms [2020-11-25 13:31:06 main:581] : INFO : Epoch 636 | loss: 0.0313625 | val_loss: 0.0313736 | Time: 3708.66 ms [2020-11-25 13:31:10 main:581] : INFO : Epoch 637 | loss: 0.0313598 | val_loss: 0.0313811 | Time: 3638.32 ms [2020-11-25 13:31:13 main:581] : INFO : Epoch 638 | loss: 0.0313702 | val_loss: 0.0314023 | Time: 3717.11 ms [2020-11-25 13:31:17 main:581] : INFO : Epoch 639 | loss: 0.0313707 | val_loss: 0.031372 | Time: 3814.03 ms [2020-11-25 13:31:21 main:581] : INFO : Epoch 640 | loss: 0.0313644 | val_loss: 0.0314058 | Time: 3827.02 ms [2020-11-25 13:31:25 main:581] : INFO : Epoch 641 | loss: 0.0313867 | val_loss: 0.0313935 | Time: 4194.66 ms [2020-11-25 13:31:29 main:581] : INFO : Epoch 642 | loss: 0.0313748 | val_loss: 0.0313784 | Time: 3767.58 ms [2020-11-25 13:31:33 main:581] : INFO : Epoch 643 | loss: 0.0313632 | val_loss: 0.0314032 | Time: 3667.57 ms [2020-11-25 13:31:37 main:581] : INFO : Epoch 644 | loss: 0.0313854 | val_loss: 0.0314699 | Time: 3787.66 ms [2020-11-25 13:31:40 main:581] : INFO : Epoch 645 | loss: 0.031402 | val_loss: 0.031408 | Time: 3826.42 ms [2020-11-25 13:31:44 main:581] : INFO : Epoch 646 | loss: 0.0313685 | val_loss: 0.0313676 | Time: 3746.03 ms [2020-11-25 13:31:48 main:581] : INFO : Epoch 647 | loss: 0.0313511 | val_loss: 0.0313645 | Time: 4071.1 ms [2020-11-25 13:31:52 main:581] : INFO : Epoch 648 | loss: 0.0313486 | val_loss: 0.0313611 | Time: 3609.11 ms [2020-11-25 13:31:55 main:581] : INFO : Epoch 649 | loss: 0.0313501 | val_loss: 0.031364 | Time: 3691.46 ms [2020-11-25 13:31:59 main:581] : INFO : Epoch 650 | loss: 0.0313614 | val_loss: 0.0313769 | Time: 3619.79 ms [2020-11-25 13:32:03 main:581] : INFO : Epoch 651 | loss: 0.0313805 | val_loss: 0.0314038 | Time: 3675.71 ms [2020-11-25 13:32:06 main:581] : INFO : Epoch 652 | loss: 0.0313625 | val_loss: 0.0313748 | Time: 3701.51 ms [2020-11-25 13:32:10 main:581] : INFO : Epoch 653 | loss: 0.0313509 | val_loss: 0.0313811 | Time: 3734.87 ms [2020-11-25 13:32:14 main:581] : INFO : Epoch 654 | loss: 0.0313564 | val_loss: 0.0313717 | Time: 3907.87 ms [2020-11-25 13:32:18 main:581] : INFO : Epoch 655 | loss: 0.0313561 | val_loss: 0.0313745 | Time: 3826.75 ms [2020-11-25 13:32:24 main:581] : INFO : Epoch 656 | loss: 0.0313824 | val_loss: 0.0314059 | Time: 6134.06 ms [2020-11-25 13:32:28 main:581] : INFO : Epoch 657 | loss: 0.0313676 | val_loss: 0.0313665 | Time: 3704.58 ms [2020-11-25 13:32:31 main:581] : INFO : Epoch 658 | loss: 0.0313702 | val_loss: 0.0313736 | Time: 3715.76 ms [2020-11-25 13:32:35 main:581] : INFO : Epoch 659 | loss: 0.031354 | val_loss: 0.0313664 | Time: 3663.42 ms [2020-11-25 13:32:39 main:581] : INFO : Epoch 660 | loss: 0.0313606 | val_loss: 0.0314073 | Time: 3728.96 ms [2020-11-25 13:32:43 main:581] : INFO : Epoch 661 | loss: 0.0313539 | val_loss: 0.0313758 | Time: 3727.59 ms [2020-11-25 13:32:46 main:581] : INFO : Epoch 662 | loss: 0.0313551 | val_loss: 0.0313722 | Time: 3739.74 ms [2020-11-25 13:32:50 main:581] : INFO : Epoch 663 | loss: 0.0313877 | val_loss: 0.0313918 | Time: 3778.18 ms [2020-11-25 13:32:54 main:581] : INFO : Epoch 664 | loss: 0.0313752 | val_loss: 0.0313899 | Time: 3687.79 ms [2020-11-25 13:32:58 main:581] : INFO : Epoch 665 | loss: 0.0313562 | val_loss: 0.0313704 | Time: 3772.41 ms [2020-11-25 13:33:02 main:581] : INFO : Epoch 666 | loss: 0.031363 | val_loss: 0.0313788 | Time: 3962.17 ms [2020-11-25 13:33:05 main:581] : INFO : Epoch 667 | loss: 0.0313539 | val_loss: 0.0313637 | Time: 3729.32 ms [2020-11-25 13:33:09 main:581] : INFO : Epoch 668 | loss: 0.0313476 | val_loss: 0.0313765 | Time: 3737.88 ms [2020-11-25 13:33:13 main:581] : INFO : Epoch 669 | loss: 0.0313585 | val_loss: 0.0313817 | Time: 3694.3 ms [2020-11-25 13:33:16 main:581] : INFO : Epoch 670 | loss: 0.0313686 | val_loss: 0.031391 | Time: 3718.92 ms [2020-11-25 13:33:20 main:581] : INFO : Epoch 671 | loss: 0.0313563 | val_loss: 0.0313871 | Time: 3798.17 ms [2020-11-25 13:33:24 main:581] : INFO : Epoch 672 | loss: 0.031363 | val_loss: 0.0313853 | Time: 3760.73 ms [2020-11-25 13:33:28 main:581] : INFO : Epoch 673 | loss: 0.0313548 | val_loss: 0.0313615 | Time: 3747.49 ms [2020-11-25 13:33:31 main:581] : INFO : Epoch 674 | loss: 0.0313592 | val_loss: 0.0313761 | Time: 3730.12 ms [2020-11-25 13:33:35 main:581] : INFO : Epoch 675 | loss: 0.0313558 | val_loss: 0.0313633 | Time: 3856.59 ms [2020-11-25 13:33:39 main:581] : INFO : Epoch 676 | loss: 0.0313581 | val_loss: 0.0313705 | Time: 4124.07 ms [2020-11-25 13:33:43 main:581] : INFO : Epoch 677 | loss: 0.0313643 | val_loss: 0.0313823 | Time: 3765.42 ms [2020-11-25 13:33:47 main:581] : INFO : Epoch 678 | loss: 0.03137 | val_loss: 0.0314542 | Time: 3660.25 ms [2020-11-25 13:33:50 main:581] : INFO : Epoch 679 | loss: 0.0313846 | val_loss: 0.0313774 | Time: 3598.84 ms [2020-11-25 13:33:54 main:581] : INFO : Epoch 680 | loss: 0.0313593 | val_loss: 0.0313867 | Time: 3648.69 ms [2020-11-25 13:33:58 main:581] : INFO : Epoch 681 | loss: 0.0313658 | val_loss: 0.031373 | Time: 3644.44 ms [2020-11-25 13:34:01 main:581] : INFO : Epoch 682 | loss: 0.0313642 | val_loss: 0.0313683 | Time: 3655.52 ms [2020-11-25 13:34:05 main:581] : INFO : Epoch 683 | loss: 0.0313511 | val_loss: 0.0313676 | Time: 4047.12 ms [2020-11-25 13:34:09 main:581] : INFO : Epoch 684 | loss: 0.0313572 | val_loss: 0.0314017 | Time: 3694.66 ms [2020-11-25 13:34:13 main:581] : INFO : Epoch 685 | loss: 0.0313851 | val_loss: 0.0313773 | Time: 3820.24 ms [2020-11-25 13:34:17 main:581] : INFO : Epoch 686 | loss: 0.0313521 | val_loss: 0.0313677 | Time: 3858.72 ms [2020-11-25 13:34:20 main:581] : INFO : Epoch 687 | loss: 0.0313512 | val_loss: 0.0313685 | Time: 3600.76 ms [2020-11-25 13:34:24 main:581] : INFO : Epoch 688 | loss: 0.0313537 | val_loss: 0.0313751 | Time: 3656.76 ms [2020-11-25 13:34:28 main:581] : INFO : Epoch 689 | loss: 0.0313698 | val_loss: 0.0313935 | Time: 3655.77 ms [2020-11-25 13:34:31 main:581] : INFO : Epoch 690 | loss: 0.0313688 | val_loss: 0.0314115 | Time: 3595.29 ms [2020-11-25 13:34:35 main:581] : INFO : Epoch 691 | loss: 0.0313599 | val_loss: 0.0313711 | Time: 3665.77 ms [2020-11-25 13:34:39 main:581] : INFO : Epoch 692 | loss: 0.0313477 | val_loss: 0.03137 | Time: 3710.59 ms [2020-11-25 13:34:42 main:581] : INFO : Epoch 693 | loss: 0.0313591 | val_loss: 0.0313633 | Time: 3765.15 ms [2020-11-25 13:34:46 main:581] : INFO : Epoch 694 | loss: 0.031352 | val_loss: 0.0313614 | Time: 3692.17 ms [2020-11-25 13:34:50 main:581] : INFO : Epoch 695 | loss: 0.031356 | val_loss: 0.0313953 | Time: 3638.46 ms [2020-11-25 13:34:54 main:581] : INFO : Epoch 696 | loss: 0.0750949 | val_loss: 0.0615786 | Time: 3692.39 ms [2020-11-25 13:34:57 main:581] : INFO : Epoch 697 | loss: 0.0518753 | val_loss: 0.0384407 | Time: 3623.25 ms [2020-11-25 13:35:01 main:581] : INFO : Epoch 698 | loss: 0.0369082 | val_loss: 0.0341478 | Time: 3576.39 ms [2020-11-25 13:35:04 main:581] : INFO : Epoch 699 | loss: 0.0332514 | val_loss: 0.0327406 | Time: 3581.23 ms [2020-11-25 13:35:08 main:581] : INFO : Epoch 700 | loss: 0.0325621 | val_loss: 0.0324638 | Time: 3694.35 ms [2020-11-25 13:35:12 main:581] : INFO : Epoch 701 | loss: 0.0323936 | val_loss: 0.032368 | Time: 3701 ms [2020-11-25 13:35:15 main:581] : INFO : Epoch 702 | loss: 0.0323322 | val_loss: 0.0323173 | Time: 3685.44 ms [2020-11-25 13:35:19 main:581] : INFO : Epoch 703 | loss: 0.0322915 | val_loss: 0.0323098 | Time: 3656 ms [2020-11-25 13:35:23 main:581] : INFO : Epoch 704 | loss: 0.0322708 | val_loss: 0.0322843 | Time: 3575.13 ms [2020-11-25 13:35:27 main:581] : INFO : Epoch 705 | loss: 0.0322517 | val_loss: 0.0322439 | Time: 3911.48 ms [2020-11-25 13:35:30 main:581] : INFO : Epoch 706 | loss: 0.0322036 | val_loss: 0.0322065 | Time: 3801.68 ms [2020-11-25 13:35:34 main:581] : INFO : Epoch 707 | loss: 0.0321417 | val_loss: 0.0321274 | Time: 3584.34 ms [2020-11-25 13:35:38 main:581] : INFO : Epoch 708 | loss: 0.0320786 | val_loss: 0.0320604 | Time: 3691.22 ms [2020-11-25 13:35:41 main:581] : INFO : Epoch 709 | loss: 0.0319987 | val_loss: 0.0319756 | Time: 3649.82 ms [2020-11-25 13:35:45 main:581] : INFO : Epoch 710 | loss: 0.0319054 | val_loss: 0.0318754 | Time: 3678.54 ms [2020-11-25 13:35:49 main:581] : INFO : Epoch 711 | loss: 0.0318158 | val_loss: 0.03179 | Time: 3720.72 ms [2020-11-25 13:35:52 main:581] : INFO : Epoch 712 | loss: 0.0317325 | val_loss: 0.0317141 | Time: 3700.1 ms [2020-11-25 13:35:56 main:581] : INFO : Epoch 713 | loss: 0.0316824 | val_loss: 0.0316818 | Time: 3732.47 ms [2020-11-25 13:36:00 main:581] : INFO : Epoch 714 | loss: 0.0316654 | val_loss: 0.0316881 | Time: 3927.31 ms [2020-11-25 13:36:04 main:581] : INFO : Epoch 715 | loss: 0.0316528 | val_loss: 0.0316526 | Time: 3920.97 ms [2020-11-25 13:36:08 main:581] : INFO : Epoch 716 | loss: 0.0316363 | val_loss: 0.0316416 | Time: 3603.26 ms [2020-11-25 13:36:11 main:581] : INFO : Epoch 717 | loss: 0.0316321 | val_loss: 0.0316394 | Time: 3687.46 ms [2020-11-25 13:36:15 main:581] : INFO : Epoch 718 | loss: 0.03163 | val_loss: 0.031631 | Time: 3655.81 ms [2020-11-25 13:36:19 main:581] : INFO : Epoch 719 | loss: 0.0316181 | val_loss: 0.0316402 | Time: 3669.36 ms [2020-11-25 13:36:22 main:581] : INFO : Epoch 720 | loss: 0.0316184 | val_loss: 0.0316455 | Time: 3778.35 ms [2020-11-25 13:36:27 main:581] : INFO : Epoch 721 | loss: 0.0316201 | val_loss: 0.0316338 | Time: 4271.71 ms [2020-11-25 13:36:30 main:581] : INFO : Epoch 722 | loss: 0.0316233 | val_loss: 0.0316529 | Time: 3785.44 ms [2020-11-25 13:36:34 main:581] : INFO : Epoch 723 | loss: 0.0316194 | val_loss: 0.0316393 | Time: 3643.62 ms [2020-11-25 13:36:38 main:581] : INFO : Epoch 724 | loss: 0.0316177 | val_loss: 0.0316378 | Time: 3650.69 ms [2020-11-25 13:36:41 main:581] : INFO : Epoch 725 | loss: 0.0316219 | val_loss: 0.031672 | Time: 3606.33 ms [2020-11-25 13:36:45 main:581] : INFO : Epoch 726 | loss: 0.0316166 | val_loss: 0.0316248 | Time: 3651.68 ms [2020-11-25 13:36:49 main:581] : INFO : Epoch 727 | loss: 0.0316075 | val_loss: 0.0316342 | Time: 3657.07 ms [2020-11-25 13:36:52 main:581] : INFO : Epoch 728 | loss: 0.0316065 | val_loss: 0.0316204 | Time: 3645.94 ms [2020-11-25 13:36:56 main:581] : INFO : Epoch 729 | loss: 0.0315978 | val_loss: 0.0316132 | Time: 3610.35 ms [2020-11-25 13:36:59 main:581] : INFO : Epoch 730 | loss: 0.0316034 | val_loss: 0.0316201 | Time: 3601.62 ms [2020-11-25 13:37:03 main:581] : INFO : Epoch 731 | loss: 0.0316007 | val_loss: 0.0316154 | Time: 3809.56 ms [2020-11-25 13:37:07 main:581] : INFO : Epoch 732 | loss: 0.0316 | val_loss: 0.0316063 | Time: 3707.44 ms [2020-11-25 13:37:11 main:581] : INFO : Epoch 733 | loss: 0.0316021 | val_loss: 0.0316256 | Time: 3697.01 ms [2020-11-25 13:37:14 main:581] : INFO : Epoch 734 | loss: 0.0316015 | val_loss: 0.0316219 | Time: 3666.32 ms [2020-11-25 13:37:18 main:581] : INFO : Epoch 735 | loss: 0.0315971 | val_loss: 0.0316116 | Time: 3635.08 ms [2020-11-25 13:37:22 main:581] : INFO : Epoch 736 | loss: 0.031596 | val_loss: 0.0316099 | Time: 3659.72 ms [2020-11-25 13:37:25 main:581] : INFO : Epoch 737 | loss: 0.0316044 | val_loss: 0.0316058 | Time: 3595.31 ms [2020-11-25 13:37:29 main:581] : INFO : Epoch 738 | loss: 0.0315987 | val_loss: 0.0316094 | Time: 3588.03 ms [2020-11-25 13:37:32 main:581] : INFO : Epoch 739 | loss: 0.0315952 | val_loss: 0.031606 | Time: 3596.59 ms [2020-11-25 13:37:36 main:581] : INFO : Epoch 740 | loss: 0.0316055 | val_loss: 0.0316334 | Time: 3712.74 ms [2020-11-25 13:37:40 main:581] : INFO : Epoch 741 | loss: 0.0316126 | val_loss: 0.0316158 | Time: 3680.32 ms [2020-11-25 13:37:44 main:581] : INFO : Epoch 742 | loss: 0.0316068 | val_loss: 0.0316258 | Time: 3845.79 ms [2020-11-25 13:37:48 main:581] : INFO : Epoch 743 | loss: 0.0316051 | val_loss: 0.0316054 | Time: 4051.55 ms [2020-11-25 13:37:51 main:581] : INFO : Epoch 744 | loss: 0.0315965 | val_loss: 0.0316144 | Time: 3646.85 ms [2020-11-25 13:37:55 main:581] : INFO : Epoch 745 | loss: 0.0315907 | val_loss: 0.0316036 | Time: 3676.34 ms [2020-11-25 13:37:59 main:581] : INFO : Epoch 746 | loss: 0.0315956 | val_loss: 0.0316272 | Time: 3645.96 ms [2020-11-25 13:38:02 main:581] : INFO : Epoch 747 | loss: 0.0316121 | val_loss: 0.0316133 | Time: 3592.46 ms [2020-11-25 13:38:06 main:581] : INFO : Epoch 748 | loss: 0.0315919 | val_loss: 0.0316038 | Time: 3637.92 ms [2020-11-25 13:38:10 main:581] : INFO : Epoch 749 | loss: 0.0315902 | val_loss: 0.0316019 | Time: 3636.65 ms [2020-11-25 13:38:14 main:581] : INFO : Epoch 750 | loss: 0.0315935 | val_loss: 0.0316122 | Time: 4035.54 ms [2020-11-25 13:38:18 main:581] : INFO : Epoch 751 | loss: 0.0315892 | val_loss: 0.031621 | Time: 4084.68 ms [2020-11-25 13:38:21 main:581] : INFO : Epoch 752 | loss: 0.0315938 | val_loss: 0.0316071 | Time: 3820.15 ms [2020-11-25 13:38:25 main:581] : INFO : Epoch 753 | loss: 0.0315923 | val_loss: 0.0316147 | Time: 3918.87 ms [2020-11-25 13:38:29 main:581] : INFO : Epoch 754 | loss: 0.0315889 | val_loss: 0.0316109 | Time: 3798.55 ms [2020-11-25 13:38:33 main:581] : INFO : Epoch 755 | loss: 0.0316067 | val_loss: 0.0316101 | Time: 3651.33 ms [2020-11-25 13:38:36 main:581] : INFO : Epoch 756 | loss: 0.0315992 | val_loss: 0.0316281 | Time: 3631.4 ms [2020-11-25 13:38:40 main:581] : INFO : Epoch 757 | loss: 0.0315951 | val_loss: 0.0316031 | Time: 3628.53 ms [2020-11-25 13:38:44 main:581] : INFO : Epoch 758 | loss: 0.0315917 | val_loss: 0.0316231 | Time: 3672.81 ms [2020-11-25 13:38:47 main:581] : INFO : Epoch 759 | loss: 0.0316002 | val_loss: 0.0316075 | Time: 3629.2 ms [2020-11-25 13:38:51 main:581] : INFO : Epoch 760 | loss: 0.0315922 | val_loss: 0.0316093 | Time: 3629.15 ms [2020-11-25 13:38:55 main:581] : INFO : Epoch 761 | loss: 0.0315887 | val_loss: 0.0315971 | Time: 3635.86 ms [2020-11-25 13:38:58 main:581] : INFO : Epoch 762 | loss: 0.031592 | val_loss: 0.0316266 | Time: 3629.48 ms [2020-11-25 13:39:02 main:581] : INFO : Epoch 763 | loss: 0.0316198 | val_loss: 0.0316332 | Time: 3678.99 ms [2020-11-25 13:39:06 main:581] : INFO : Epoch 764 | loss: 0.0315987 | val_loss: 0.0316001 | Time: 3813.02 ms [2020-11-25 13:39:09 main:581] : INFO : Epoch 765 | loss: 0.0315888 | val_loss: 0.0316039 | Time: 3665.59 ms [2020-11-25 13:39:13 main:581] : INFO : Epoch 766 | loss: 0.0315852 | val_loss: 0.0316006 | Time: 3867.44 ms [2020-11-25 13:39:17 main:581] : INFO : Epoch 767 | loss: 0.0315855 | val_loss: 0.0315969 | Time: 3687.13 ms [2020-11-25 13:39:21 main:581] : INFO : Epoch 768 | loss: 0.0315848 | val_loss: 0.0316116 | Time: 3736.38 ms [2020-11-25 13:39:24 main:581] : INFO : Epoch 769 | loss: 0.0315924 | val_loss: 0.0315986 | Time: 3618.07 ms [2020-11-25 13:39:28 main:581] : INFO : Epoch 770 | loss: 0.0315868 | val_loss: 0.0316027 | Time: 3607.52 ms [2020-11-25 13:39:32 main:581] : INFO : Epoch 771 | loss: 0.031588 | val_loss: 0.0316005 | Time: 3611.01 ms [2020-11-25 13:39:35 main:581] : INFO : Epoch 772 | loss: 0.031588 | val_loss: 0.0316017 | Time: 3690.36 ms [2020-11-25 13:39:39 main:581] : INFO : Epoch 773 | loss: 0.0315895 | val_loss: 0.0315915 | Time: 3635.27 ms [2020-11-25 13:39:43 main:581] : INFO : Epoch 774 | loss: 0.0315825 | val_loss: 0.0316035 | Time: 3711.55 ms [2020-11-25 13:39:46 main:581] : INFO : Epoch 775 | loss: 0.0315858 | val_loss: 0.0315987 | Time: 3692.22 ms [2020-11-25 13:39:50 main:581] : INFO : Epoch 776 | loss: 0.0315859 | val_loss: 0.0315981 | Time: 3975.02 ms [2020-11-25 13:39:54 main:581] : INFO : Epoch 777 | loss: 0.031583 | val_loss: 0.0315982 | Time: 4034.23 ms [2020-11-25 13:39:58 main:581] : INFO : Epoch 778 | loss: 0.031591 | val_loss: 0.0316496 | Time: 3630.25 ms [2020-11-25 13:40:02 main:581] : INFO : Epoch 779 | loss: 0.0315874 | val_loss: 0.0315942 | Time: 3623.36 ms [2020-11-25 13:40:05 main:581] : INFO : Epoch 780 | loss: 0.0315818 | val_loss: 0.0315957 | Time: 3626.06 ms [2020-11-25 13:40:09 main:581] : INFO : Epoch 781 | loss: 0.0315851 | val_loss: 0.0316065 | Time: 3640.97 ms [2020-11-25 13:40:13 main:581] : INFO : Epoch 782 | loss: 0.0316208 | val_loss: 0.0316298 | Time: 3651.97 ms [2020-11-25 13:40:16 main:581] : INFO : Epoch 783 | loss: 0.0315965 | val_loss: 0.0316032 | Time: 3691.73 ms [2020-11-25 13:40:20 main:581] : INFO : Epoch 784 | loss: 0.0315847 | val_loss: 0.0316011 | Time: 3611.17 ms [2020-11-25 13:40:23 main:581] : INFO : Epoch 785 | loss: 0.0315835 | val_loss: 0.0315946 | Time: 3631.7 ms [2020-11-25 13:40:27 main:581] : INFO : Epoch 786 | loss: 0.0315845 | val_loss: 0.031595 | Time: 3685.66 ms [2020-11-25 13:40:31 main:581] : INFO : Epoch 787 | loss: 0.0315965 | val_loss: 0.0315947 | Time: 3621.57 ms [2020-11-25 13:40:34 main:581] : INFO : Epoch 788 | loss: 0.03158 | val_loss: 0.0315965 | Time: 3660.67 ms [2020-11-25 13:40:38 main:581] : INFO : Epoch 789 | loss: 0.0315794 | val_loss: 0.0315939 | Time: 3644.91 ms [2020-11-25 13:40:42 main:581] : INFO : Epoch 790 | loss: 0.031579 | val_loss: 0.0316053 | Time: 3714.83 ms [2020-11-25 13:40:46 main:581] : INFO : Epoch 791 | loss: 0.0315931 | val_loss: 0.0316073 | Time: 3792.68 ms [2020-11-25 13:40:49 main:581] : INFO : Epoch 792 | loss: 0.0315855 | val_loss: 0.0316403 | Time: 3697.58 ms [2020-11-25 13:40:53 main:581] : INFO : Epoch 793 | loss: 0.0315919 | val_loss: 0.0315976 | Time: 3670.92 ms [2020-11-25 13:40:57 main:581] : INFO : Epoch 794 | loss: 0.0315814 | val_loss: 0.0315958 | Time: 3672.45 ms [2020-11-25 13:41:00 main:581] : INFO : Epoch 795 | loss: 0.031588 | val_loss: 0.0315978 | Time: 3626.43 ms [2020-11-25 13:41:04 main:581] : INFO : Epoch 796 | loss: 0.0315828 | val_loss: 0.0315958 | Time: 3798.19 ms [2020-11-25 13:41:08 main:581] : INFO : Epoch 797 | loss: 0.0315805 | val_loss: 0.031592 | Time: 3776.99 ms [2020-11-25 13:41:11 main:581] : INFO : Epoch 798 | loss: 0.0315842 | val_loss: 0.0316036 | Time: 3661.08 ms [2020-11-25 13:41:15 main:581] : INFO : Epoch 799 | loss: 0.0316119 | val_loss: 0.0316202 | Time: 3635.22 ms [2020-11-25 13:41:19 main:581] : INFO : Epoch 800 | loss: 0.0315905 | val_loss: 0.0316064 | Time: 3584.54 ms [2020-11-25 13:41:22 main:581] : INFO : Epoch 801 | loss: 0.0315843 | val_loss: 0.0315967 | Time: 3689.66 ms [2020-11-25 13:41:27 main:581] : INFO : Epoch 802 | loss: 0.0315794 | val_loss: 0.0315972 | Time: 4128.94 ms [2020-11-25 13:41:30 main:581] : INFO : Epoch 803 | loss: 0.0315814 | val_loss: 0.0316042 | Time: 3687.12 ms [2020-11-25 13:41:34 main:581] : INFO : Epoch 804 | loss: 0.0315796 | val_loss: 0.03159 | Time: 3569.1 ms [2020-11-25 13:41:37 main:581] : INFO : Epoch 805 | loss: 0.0315789 | val_loss: 0.0315953 | Time: 3584.77 ms [2020-11-25 13:41:41 main:581] : INFO : Epoch 806 | loss: 0.0315877 | val_loss: 0.0316288 | Time: 3706.32 ms [2020-11-25 13:41:45 main:581] : INFO : Epoch 807 | loss: 0.031599 | val_loss: 0.0316087 | Time: 3648.69 ms [2020-11-25 13:41:48 main:581] : INFO : Epoch 808 | loss: 0.0315821 | val_loss: 0.0315928 | Time: 3717.91 ms [2020-11-25 13:41:52 main:581] : INFO : Epoch 809 | loss: 0.0315799 | val_loss: 0.0316214 | Time: 3625.81 ms [2020-11-25 13:41:56 main:581] : INFO : Epoch 810 | loss: 0.0315831 | val_loss: 0.0316002 | Time: 3669.41 ms [2020-11-25 13:42:00 main:581] : INFO : Epoch 811 | loss: 0.0315838 | val_loss: 0.0315967 | Time: 4044.35 ms [2020-11-25 13:42:03 main:581] : INFO : Epoch 812 | loss: 0.0315811 | val_loss: 0.0315947 | Time: 3627.56 ms [2020-11-25 13:42:07 main:581] : INFO : Epoch 813 | loss: 0.0315828 | val_loss: 0.0315925 | Time: 3646.65 ms [2020-11-25 13:42:11 main:581] : INFO : Epoch 814 | loss: 0.0315831 | val_loss: 0.0316117 | Time: 3799.54 ms [2020-11-25 13:42:15 main:581] : INFO : Epoch 815 | loss: 0.0315945 | val_loss: 0.0316015 | Time: 3665.71 ms [2020-11-25 13:42:18 main:581] : INFO : Epoch 816 | loss: 0.031588 | val_loss: 0.0316081 | Time: 3710.33 ms [2020-11-25 13:42:22 main:581] : INFO : Epoch 817 | loss: 0.0316023 | val_loss: 0.0315956 | Time: 3585.98 ms [2020-11-25 13:42:25 main:581] : INFO : Epoch 818 | loss: 0.0315886 | val_loss: 0.0315975 | Time: 3584.72 ms [2020-11-25 13:42:29 main:581] : INFO : Epoch 819 | loss: 0.0315825 | val_loss: 0.031604 | Time: 3676.2 ms [2020-11-25 13:42:33 main:581] : INFO : Epoch 820 | loss: 0.0315826 | val_loss: 0.0316024 | Time: 3698.52 ms [2020-11-25 13:42:36 main:581] : INFO : Epoch 821 | loss: 0.0315833 | val_loss: 0.031598 | Time: 3677.94 ms [2020-11-25 13:42:40 main:581] : INFO : Epoch 822 | loss: 0.031579 | val_loss: 0.0315947 | Time: 3685.2 ms [2020-11-25 13:42:44 main:581] : INFO : Epoch 823 | loss: 0.0315805 | val_loss: 0.0316057 | Time: 3674.15 ms [2020-11-25 13:42:48 main:581] : INFO : Epoch 824 | loss: 0.0315863 | val_loss: 0.0315916 | Time: 4043.15 ms [2020-11-25 13:42:52 main:581] : INFO : Epoch 825 | loss: 0.0315816 | val_loss: 0.0315945 | Time: 3715.68 ms [2020-11-25 13:42:55 main:581] : INFO : Epoch 826 | loss: 0.0315804 | val_loss: 0.0316029 | Time: 3641.09 ms [2020-11-25 13:42:59 main:581] : INFO : Epoch 827 | loss: 0.0315798 | val_loss: 0.0315969 | Time: 3591.18 ms [2020-11-25 13:43:02 main:581] : INFO : Epoch 828 | loss: 0.0315819 | val_loss: 0.0315958 | Time: 3690.18 ms [2020-11-25 13:43:06 main:581] : INFO : Epoch 829 | loss: 0.0315927 | val_loss: 0.0316169 | Time: 3673.07 ms [2020-11-25 13:43:10 main:581] : INFO : Epoch 830 | loss: 0.0315911 | val_loss: 0.0316028 | Time: 3738.33 ms [2020-11-25 13:43:14 main:581] : INFO : Epoch 831 | loss: 0.031584 | val_loss: 0.0316152 | Time: 3645.91 ms [2020-11-25 13:43:17 main:581] : INFO : Epoch 832 | loss: 0.031584 | val_loss: 0.0315977 | Time: 3696.48 ms [2020-11-25 13:43:21 main:581] : INFO : Epoch 833 | loss: 0.0315838 | val_loss: 0.0315901 | Time: 3792.62 ms [2020-11-25 13:43:25 main:581] : INFO : Epoch 834 | loss: 0.0315768 | val_loss: 0.0315874 | Time: 3677.22 ms [2020-11-25 13:43:28 main:581] : INFO : Epoch 835 | loss: 0.0315784 | val_loss: 0.0315977 | Time: 3644.24 ms [2020-11-25 13:43:32 main:581] : INFO : Epoch 836 | loss: 0.0315905 | val_loss: 0.0316238 | Time: 3656.65 ms [2020-11-25 13:43:36 main:581] : INFO : Epoch 837 | loss: 0.031588 | val_loss: 0.0315913 | Time: 3631.86 ms [2020-11-25 13:43:39 main:581] : INFO : Epoch 838 | loss: 0.03159 | val_loss: 0.0315898 | Time: 3628.58 ms [2020-11-25 13:43:43 main:581] : INFO : Epoch 839 | loss: 0.0315811 | val_loss: 0.0315932 | Time: 3632.78 ms [2020-11-25 13:43:47 main:581] : INFO : Epoch 840 | loss: 0.0315815 | val_loss: 0.0315969 | Time: 3678.76 ms [2020-11-25 13:43:50 main:581] : INFO : Epoch 841 | loss: 0.0315832 | val_loss: 0.0315912 | Time: 3727.22 ms [2020-11-25 13:43:54 main:581] : INFO : Epoch 842 | loss: 0.0315804 | val_loss: 0.0316005 | Time: 4129.81 ms [2020-11-25 13:43:58 main:581] : INFO : Epoch 843 | loss: 0.0315761 | val_loss: 0.031597 | Time: 3645.23 ms [2020-11-25 13:44:02 main:581] : INFO : Epoch 844 | loss: 0.0315907 | val_loss: 0.0315987 | Time: 3648.56 ms [2020-11-25 13:44:05 main:581] : INFO : Epoch 845 | loss: 0.0315834 | val_loss: 0.0315913 | Time: 3642.25 ms [2020-11-25 13:44:09 main:581] : INFO : Epoch 846 | loss: 0.0315805 | val_loss: 0.0316037 | Time: 3618.58 ms [2020-11-25 13:44:13 main:581] : INFO : Epoch 847 | loss: 0.0315778 | val_loss: 0.0316068 | Time: 3666.11 ms [2020-11-25 13:44:16 main:581] : INFO : Epoch 848 | loss: 0.0315854 | val_loss: 0.0316029 | Time: 3706.09 ms [2020-11-25 13:44:20 main:581] : INFO : Epoch 849 | loss: 0.0315808 | val_loss: 0.0315897 | Time: 3812.12 ms [2020-11-25 13:44:24 main:581] : INFO : Epoch 850 | loss: 0.0315821 | val_loss: 0.0316118 | Time: 3941.25 ms [2020-11-25 13:44:28 main:581] : INFO : Epoch 851 | loss: 0.0315847 | val_loss: 0.0316107 | Time: 3627.65 ms [2020-11-25 13:44:32 main:581] : INFO : Epoch 852 | loss: 0.0315838 | val_loss: 0.0315956 | Time: 3980.71 ms [2020-11-25 13:44:35 main:581] : INFO : Epoch 853 | loss: 0.0315825 | val_loss: 0.0315994 | Time: 3703.38 ms [2020-11-25 13:44:39 main:581] : INFO : Epoch 854 | loss: 0.031581 | val_loss: 0.0315941 | Time: 3602.52 ms [2020-11-25 13:44:43 main:581] : INFO : Epoch 855 | loss: 0.0315918 | val_loss: 0.0316054 | Time: 3651.89 ms [2020-11-25 13:44:46 main:581] : INFO : Epoch 856 | loss: 0.0315785 | val_loss: 0.0315994 | Time: 3647.55 ms [2020-11-25 13:44:50 main:581] : INFO : Epoch 857 | loss: 0.0315962 | val_loss: 0.0316132 | Time: 3644.71 ms [2020-11-25 13:44:54 main:581] : INFO : Epoch 858 | loss: 0.0315879 | val_loss: 0.0315898 | Time: 3673.17 ms [2020-11-25 13:44:57 main:581] : INFO : Epoch 859 | loss: 0.0315783 | val_loss: 0.0315953 | Time: 3743.66 ms [2020-11-25 13:45:01 main:581] : INFO : Epoch 860 | loss: 0.0315847 | val_loss: 0.0315907 | Time: 3719.13 ms [2020-11-25 13:45:05 main:581] : INFO : Epoch 861 | loss: 0.0315816 | val_loss: 0.0315912 | Time: 3703.14 ms [2020-11-25 13:45:09 main:581] : INFO : Epoch 862 | loss: 0.0315786 | val_loss: 0.0315849 | Time: 3758.59 ms [2020-11-25 13:45:12 main:581] : INFO : Epoch 863 | loss: 0.0315739 | val_loss: 0.031599 | Time: 3669.54 ms [2020-11-25 13:45:16 main:581] : INFO : Epoch 864 | loss: 0.0315795 | val_loss: 0.0315998 | Time: 3590.09 ms [2020-11-25 13:45:19 main:581] : INFO : Epoch 865 | loss: 0.0315844 | val_loss: 0.0315996 | Time: 3634.37 ms [2020-11-25 13:45:23 main:581] : INFO : Epoch 866 | loss: 0.0315826 | val_loss: 0.0316145 | Time: 3596.14 ms [2020-11-25 13:45:27 main:581] : INFO : Epoch 867 | loss: 0.0315897 | val_loss: 0.0315934 | Time: 3629.79 ms [2020-11-25 13:45:30 main:581] : INFO : Epoch 868 | loss: 0.0315837 | val_loss: 0.0316008 | Time: 3703.89 ms [2020-11-25 13:45:34 main:581] : INFO : Epoch 869 | loss: 0.0315879 | val_loss: 0.0316107 | Time: 3927.66 ms [2020-11-25 13:45:38 main:581] : INFO : Epoch 870 | loss: 0.0315811 | val_loss: 0.0316023 | Time: 3820.74 ms [2020-11-25 13:45:42 main:581] : INFO : Epoch 871 | loss: 0.0315798 | val_loss: 0.03162 | Time: 3862.24 ms [2020-11-25 13:45:46 main:581] : INFO : Epoch 872 | loss: 0.0315865 | val_loss: 0.0315936 | Time: 3627.58 ms [2020-11-25 13:45:49 main:581] : INFO : Epoch 873 | loss: 0.031577 | val_loss: 0.0316063 | Time: 3593.64 ms [2020-11-25 13:45:53 main:581] : INFO : Epoch 874 | loss: 0.0315908 | val_loss: 0.0316012 | Time: 3643.52 ms [2020-11-25 13:45:57 main:581] : INFO : Epoch 875 | loss: 0.031583 | val_loss: 0.0315911 | Time: 3727.34 ms [2020-11-25 13:46:00 main:581] : INFO : Epoch 876 | loss: 0.0315803 | val_loss: 0.0315964 | Time: 3635.83 ms [2020-11-25 13:46:04 main:581] : INFO : Epoch 877 | loss: 0.0315873 | val_loss: 0.0315973 | Time: 3581.47 ms [2020-11-25 13:46:07 main:581] : INFO : Epoch 878 | loss: 0.0315802 | val_loss: 0.0315959 | Time: 3653.29 ms [2020-11-25 13:46:11 main:581] : INFO : Epoch 879 | loss: 0.0315756 | val_loss: 0.0315899 | Time: 3670.81 ms [2020-11-25 13:46:15 main:581] : INFO : Epoch 880 | loss: 0.031581 | val_loss: 0.0315962 | Time: 3697.7 ms [2020-11-25 13:46:19 main:581] : INFO : Epoch 881 | loss: 0.0315786 | val_loss: 0.0315896 | Time: 4041.96 ms [2020-11-25 13:46:23 main:581] : INFO : Epoch 882 | loss: 0.0315825 | val_loss: 0.0316089 | Time: 3897.94 ms [2020-11-25 13:46:27 main:581] : INFO : Epoch 883 | loss: 0.0315792 | val_loss: 0.0315858 | Time: 3861.34 ms [2020-11-25 13:46:30 main:581] : INFO : Epoch 884 | loss: 0.0315839 | val_loss: 0.0315996 | Time: 3705.9 ms [2020-11-25 13:46:34 main:581] : INFO : Epoch 885 | loss: 0.0315836 | val_loss: 0.0315863 | Time: 3646.95 ms [2020-11-25 13:46:38 main:581] : INFO : Epoch 886 | loss: 0.0315794 | val_loss: 0.0315944 | Time: 3636.54 ms [2020-11-25 13:46:41 main:581] : INFO : Epoch 887 | loss: 0.0315835 | val_loss: 0.0316043 | Time: 3620.83 ms [2020-11-25 13:46:45 main:581] : INFO : Epoch 888 | loss: 0.0315895 | val_loss: 0.0316005 | Time: 3667.15 ms [2020-11-25 13:46:49 main:581] : INFO : Epoch 889 | loss: 0.0315821 | val_loss: 0.0316014 | Time: 3747.46 ms [2020-11-25 13:46:53 main:581] : INFO : Epoch 890 | loss: 0.0315864 | val_loss: 0.0315888 | Time: 4118.36 ms [2020-11-25 13:46:57 main:581] : INFO : Epoch 891 | loss: 0.0315808 | val_loss: 0.0315964 | Time: 3924.75 ms [2020-11-25 13:47:00 main:581] : INFO : Epoch 892 | loss: 0.0315799 | val_loss: 0.0315913 | Time: 3625.8 ms [2020-11-25 13:47:04 main:581] : INFO : Epoch 893 | loss: 0.0315806 | val_loss: 0.0315899 | Time: 3664.74 ms [2020-11-25 13:47:08 main:581] : INFO : Epoch 894 | loss: 0.0315814 | val_loss: 0.0315984 | Time: 3642.78 ms [2020-11-25 13:47:11 main:581] : INFO : Epoch 895 | loss: 0.0315828 | val_loss: 0.0316075 | Time: 3653.93 ms [2020-11-25 13:47:15 main:581] : INFO : Epoch 896 | loss: 0.0315857 | val_loss: 0.0316069 | Time: 3706.56 ms [2020-11-25 13:47:19 main:581] : INFO : Epoch 897 | loss: 0.0315914 | val_loss: 0.0316097 | Time: 4066.56 ms [2020-11-25 13:47:23 main:581] : INFO : Epoch 898 | loss: 0.0315867 | val_loss: 0.0316003 | Time: 3608.35 ms [2020-11-25 13:47:26 main:581] : INFO : Epoch 899 | loss: 0.0315805 | val_loss: 0.0316048 | Time: 3696.84 ms [2020-11-25 13:47:31 main:581] : INFO : Epoch 900 | loss: 0.0315776 | val_loss: 0.0315871 | Time: 4276.88 ms [2020-11-25 13:47:34 main:581] : INFO : Epoch 901 | loss: 0.0315755 | val_loss: 0.0315879 | Time: 3707.74 ms [2020-11-25 13:47:38 main:581] : INFO : Epoch 902 | loss: 0.0315886 | val_loss: 0.0316062 | Time: 4008.25 ms [2020-11-25 13:47:42 main:581] : INFO : Epoch 903 | loss: 0.0315824 | val_loss: 0.0315952 | Time: 3874.59 ms [2020-11-25 13:47:46 main:581] : INFO : Epoch 904 | loss: 0.031588 | val_loss: 0.0315992 | Time: 3625.31 ms [2020-11-25 13:47:50 main:581] : INFO : Epoch 905 | loss: 0.0315796 | val_loss: 0.0315938 | Time: 3641.68 ms [2020-11-25 13:47:53 main:581] : INFO : Epoch 906 | loss: 0.0315872 | val_loss: 0.031591 | Time: 3607.31 ms [2020-11-25 13:47:57 main:581] : INFO : Epoch 907 | loss: 0.0315868 | val_loss: 0.0315911 | Time: 3570.3 ms [2020-11-25 13:48:00 main:581] : INFO : Epoch 908 | loss: 0.0315809 | val_loss: 0.0315984 | Time: 3627.14 ms [2020-11-25 13:48:04 main:581] : INFO : Epoch 909 | loss: 0.0315796 | val_loss: 0.0315936 | Time: 3638.19 ms [2020-11-25 13:48:08 main:581] : INFO : Epoch 910 | loss: 0.0315816 | val_loss: 0.0315919 | Time: 3690.14 ms [2020-11-25 13:48:11 main:581] : INFO : Epoch 911 | loss: 0.0315758 | val_loss: 0.0315966 | Time: 3769.22 ms [2020-11-25 13:48:15 main:581] : INFO : Epoch 912 | loss: 0.0315866 | val_loss: 0.0315951 | Time: 3835.68 ms [2020-11-25 13:48:19 main:581] : INFO : Epoch 913 | loss: 0.0315814 | val_loss: 0.0315903 | Time: 3714.93 ms [2020-11-25 13:48:23 main:581] : INFO : Epoch 914 | loss: 0.0315832 | val_loss: 0.0315993 | Time: 3998.01 ms [2020-11-25 13:48:27 main:581] : INFO : Epoch 915 | loss: 0.0315884 | val_loss: 0.0316242 | Time: 4078.89 ms [2020-11-25 13:48:31 main:581] : INFO : Epoch 916 | loss: 0.0315982 | val_loss: 0.0315959 | Time: 3615.3 ms [2020-11-25 13:48:34 main:581] : INFO : Epoch 917 | loss: 0.0315833 | val_loss: 0.0315985 | Time: 3617.81 ms [2020-11-25 13:48:38 main:581] : INFO : Epoch 918 | loss: 0.0315798 | val_loss: 0.0316047 | Time: 3626.96 ms [2020-11-25 13:48:42 main:581] : INFO : Epoch 919 | loss: 0.0315811 | val_loss: 0.0316129 | Time: 3730.72 ms [2020-11-25 13:48:45 main:581] : INFO : Epoch 920 | loss: 0.0315834 | val_loss: 0.0315883 | Time: 3648.19 ms [2020-11-25 13:48:49 main:581] : INFO : Epoch 921 | loss: 0.0315737 | val_loss: 0.0316002 | Time: 3636.21 ms [2020-11-25 13:48:53 main:581] : INFO : Epoch 922 | loss: 0.0315756 | val_loss: 0.0316101 | Time: 3594.11 ms [2020-11-25 13:48:56 main:581] : INFO : Epoch 923 | loss: 0.0315847 | val_loss: 0.0316001 | Time: 3664.6 ms [2020-11-25 13:49:00 main:581] : INFO : Epoch 924 | loss: 0.03159 | val_loss: 0.031599 | Time: 3687.74 ms [2020-11-25 13:49:04 main:581] : INFO : Epoch 925 | loss: 0.0315823 | val_loss: 0.0316001 | Time: 3710.61 ms [2020-11-25 13:49:08 main:581] : INFO : Epoch 926 | loss: 0.0315797 | val_loss: 0.0316202 | Time: 4048.36 ms [2020-11-25 13:49:11 main:581] : INFO : Epoch 927 | loss: 0.0315845 | val_loss: 0.0315977 | Time: 3783.15 ms [2020-11-25 13:49:15 main:581] : INFO : Epoch 928 | loss: 0.0315861 | val_loss: 0.0315966 | Time: 3582.15 ms [2020-11-25 13:49:19 main:581] : INFO : Epoch 929 | loss: 0.0315811 | val_loss: 0.0316148 | Time: 3625.84 ms [2020-11-25 13:49:22 main:581] : INFO : Epoch 930 | loss: 0.0315853 | val_loss: 0.0316253 | Time: 3630.4 ms [2020-11-25 13:49:26 main:581] : INFO : Epoch 931 | loss: 0.0315888 | val_loss: 0.0315958 | Time: 3617.65 ms [2020-11-25 13:49:30 main:581] : INFO : Epoch 932 | loss: 0.0315813 | val_loss: 0.031587 | Time: 3725.29 ms [2020-11-25 13:49:34 main:581] : INFO : Epoch 933 | loss: 0.0315876 | val_loss: 0.0315894 | Time: 3932.9 ms [2020-11-25 13:49:37 main:581] : INFO : Epoch 934 | loss: 0.0315786 | val_loss: 0.0315868 | Time: 3928.74 ms [2020-11-25 13:49:41 main:581] : INFO : Epoch 935 | loss: 0.0315771 | val_loss: 0.0315943 | Time: 3676.71 ms [2020-11-25 13:49:45 main:581] : INFO : Epoch 936 | loss: 0.0315842 | val_loss: 0.0315943 | Time: 3752.25 ms [2020-11-25 13:49:49 main:581] : INFO : Epoch 937 | loss: 0.0315764 | val_loss: 0.0315949 | Time: 3688.47 ms [2020-11-25 13:49:52 main:581] : INFO : Epoch 938 | loss: 0.031591 | val_loss: 0.0316083 | Time: 3613.6 ms [2020-11-25 13:49:56 main:581] : INFO : Epoch 939 | loss: 0.0315839 | val_loss: 0.0315965 | Time: 3649.31 ms [2020-11-25 13:50:00 main:581] : INFO : Epoch 940 | loss: 0.0315769 | val_loss: 0.0316004 | Time: 3747.95 ms [2020-11-25 13:50:04 main:581] : INFO : Epoch 941 | loss: 0.0315905 | val_loss: 0.0315973 | Time: 4118.09 ms [2020-11-25 13:50:07 main:581] : INFO : Epoch 942 | loss: 0.0315976 | val_loss: 0.031604 | Time: 3681.95 ms [2020-11-25 13:50:11 main:581] : INFO : Epoch 943 | loss: 0.0315902 | val_loss: 0.0315943 | Time: 3624.21 ms [2020-11-25 13:50:15 main:581] : INFO : Epoch 944 | loss: 0.0315835 | val_loss: 0.0316017 | Time: 3626.15 ms [2020-11-25 13:50:18 main:581] : INFO : Epoch 945 | loss: 0.0315798 | val_loss: 0.0315981 | Time: 3636.06 ms [2020-11-25 13:50:22 main:581] : INFO : Epoch 946 | loss: 0.0315807 | val_loss: 0.0315958 | Time: 3574.34 ms [2020-11-25 13:50:26 main:581] : INFO : Epoch 947 | loss: 0.0315782 | val_loss: 0.031592 | Time: 3663.82 ms [2020-11-25 13:50:29 main:581] : INFO : Epoch 948 | loss: 0.0315745 | val_loss: 0.0315883 | Time: 3626.23 ms [2020-11-25 13:50:33 main:581] : INFO : Epoch 949 | loss: 0.0315883 | val_loss: 0.0316017 | Time: 3787 ms [2020-11-25 13:50:37 main:581] : INFO : Epoch 950 | loss: 0.0315922 | val_loss: 0.0316032 | Time: 3977.64 ms [2020-11-25 13:50:41 main:581] : INFO : Epoch 951 | loss: 0.0315913 | val_loss: 0.0316081 | Time: 3697.61 ms [2020-11-25 13:50:44 main:581] : INFO : Epoch 952 | loss: 0.0315816 | val_loss: 0.0316007 | Time: 3713.72 ms [2020-11-25 13:50:48 main:581] : INFO : Epoch 953 | loss: 0.031588 | val_loss: 0.0315978 | Time: 3676.3 ms [2020-11-25 13:50:52 main:581] : INFO : Epoch 954 | loss: 0.0315761 | val_loss: 0.0315841 | Time: 3605.94 ms [2020-11-25 13:50:55 main:581] : INFO : Epoch 955 | loss: 0.031579 | val_loss: 0.0315849 | Time: 3586.42 ms [2020-11-25 13:50:59 main:581] : INFO : Epoch 956 | loss: 0.0315779 | val_loss: 0.0315977 | Time: 3657.85 ms [2020-11-25 13:51:03 main:581] : INFO : Epoch 957 | loss: 0.03159 | val_loss: 0.0316144 | Time: 3683.78 ms [2020-11-25 13:51:06 main:581] : INFO : Epoch 958 | loss: 0.031582 | val_loss: 0.0316037 | Time: 3600.55 ms [2020-11-25 13:51:10 main:581] : INFO : Epoch 959 | loss: 0.0315776 | val_loss: 0.0315957 | Time: 3636.85 ms [2020-11-25 13:51:13 main:581] : INFO : Epoch 960 | loss: 0.0315809 | val_loss: 0.0316121 | Time: 3679.98 ms [2020-11-25 13:51:17 main:581] : INFO : Epoch 961 | loss: 0.0315841 | val_loss: 0.0315883 | Time: 3887.93 ms [2020-11-25 13:51:21 main:581] : INFO : Epoch 962 | loss: 0.0315884 | val_loss: 0.0316032 | Time: 3871.18 ms [2020-11-25 13:51:25 main:581] : INFO : Epoch 963 | loss: 0.0315777 | val_loss: 0.0316094 | Time: 3623.69 ms [2020-11-25 13:51:28 main:581] : INFO : Epoch 964 | loss: 0.0315931 | val_loss: 0.0316008 | Time: 3586 ms [2020-11-25 13:51:32 main:581] : INFO : Epoch 965 | loss: 0.0315841 | val_loss: 0.0315931 | Time: 3668.2 ms [2020-11-25 13:51:36 main:581] : INFO : Epoch 966 | loss: 0.0315723 | val_loss: 0.0315867 | Time: 3699.56 ms [2020-11-25 13:51:39 main:581] : INFO : Epoch 967 | loss: 0.0315732 | val_loss: 0.0315875 | Time: 3696.22 ms [2020-11-25 13:51:43 main:581] : INFO : Epoch 968 | loss: 0.0315761 | val_loss: 0.0315962 | Time: 3649.44 ms [2020-11-25 13:51:47 main:581] : INFO : Epoch 969 | loss: 0.031585 | val_loss: 0.0315881 | Time: 3623.61 ms [2020-11-25 13:51:50 main:581] : INFO : Epoch 970 | loss: 0.0315817 | val_loss: 0.0315983 | Time: 3668.13 ms [2020-11-25 13:51:54 main:581] : INFO : Epoch 971 | loss: 0.031579 | val_loss: 0.0315871 | Time: 3716.89 ms [2020-11-25 13:51:58 main:581] : INFO : Epoch 972 | loss: 0.03159 | val_loss: 0.0316122 | Time: 3771.59 ms [2020-11-25 13:52:02 main:581] : INFO : Epoch 973 | loss: 0.031575 | val_loss: 0.0315773 | Time: 3646.75 ms [2020-11-25 13:52:05 main:581] : INFO : Epoch 974 | loss: 0.0315878 | val_loss: 0.0316954 | Time: 3647.08 ms [2020-11-25 13:52:09 main:581] : INFO : Epoch 975 | loss: 0.0316004 | val_loss: 0.0315882 | Time: 3684.06 ms [2020-11-25 13:52:13 main:581] : INFO : Epoch 976 | loss: 0.0315805 | val_loss: 0.0317375 | Time: 3897.52 ms [2020-11-25 13:52:16 main:581] : INFO : Epoch 977 | loss: 0.0316529 | val_loss: 0.0315596 | Time: 3653.56 ms [2020-11-25 13:52:20 main:581] : INFO : Epoch 978 | loss: 0.0315942 | val_loss: 0.0320244 | Time: 3649.88 ms [2020-11-25 13:52:24 main:581] : INFO : Epoch 979 | loss: 0.0316489 | val_loss: 0.0315694 | Time: 3662.46 ms [2020-11-25 13:52:27 main:581] : INFO : Epoch 980 | loss: 0.0315181 | val_loss: 0.0315079 | Time: 3594.1 ms [2020-11-25 13:52:31 main:581] : INFO : Epoch 981 | loss: 0.0314614 | val_loss: 0.0314525 | Time: 3590.88 ms [2020-11-25 13:52:35 main:581] : INFO : Epoch 982 | loss: 0.0316234 | val_loss: 0.0315927 | Time: 3631.86 ms [2020-11-25 13:52:38 main:581] : INFO : Epoch 983 | loss: 0.0315539 | val_loss: 0.0314744 | Time: 3617.39 ms [2020-11-25 13:52:42 main:581] : INFO : Epoch 984 | loss: 0.031433 | val_loss: 0.0314133 | Time: 3706.09 ms [2020-11-25 13:52:46 main:581] : INFO : Epoch 985 | loss: 0.0313893 | val_loss: 0.0314044 | Time: 3730.6 ms [2020-11-25 13:52:49 main:581] : INFO : Epoch 986 | loss: 0.0313829 | val_loss: 0.0313942 | Time: 3643.1 ms [2020-11-25 13:52:53 main:581] : INFO : Epoch 987 | loss: 0.0313726 | val_loss: 0.0313927 | Time: 3592.17 ms [2020-11-25 13:52:57 main:581] : INFO : Epoch 988 | loss: 0.0313709 | val_loss: 0.0313797 | Time: 3678.23 ms [2020-11-25 13:53:00 main:581] : INFO : Epoch 989 | loss: 0.0313694 | val_loss: 0.0313808 | Time: 3693.44 ms [2020-11-25 13:53:04 main:581] : INFO : Epoch 990 | loss: 0.0313908 | val_loss: 0.0314652 | Time: 3697.37 ms [2020-11-25 13:53:08 main:581] : INFO : Epoch 991 | loss: 0.0313858 | val_loss: 0.0313837 | Time: 3693.04 ms [2020-11-25 13:53:12 main:581] : INFO : Epoch 992 | loss: 0.031367 | val_loss: 0.0313749 | Time: 4069.67 ms [2020-11-25 13:53:13 main:581] : INFO : Epoch 993 | loss: 0.0313626 | val_loss: 0.0313744 | Time: 1448.83 ms [2020-11-25 13:53:17 main:581] : INFO : Epoch 994 | loss: 0.0313602 | val_loss: 0.0313709 | Time: 3579.58 ms [2020-11-25 13:53:20 main:581] : INFO : Epoch 995 | loss: 0.0313606 | val_loss: 0.031389 | Time: 3671.73 ms [2020-11-25 13:53:24 main:581] : INFO : Epoch 996 | loss: 0.0313698 | val_loss: 0.0313795 | Time: 3992.21 ms [2020-11-25 13:53:28 main:581] : INFO : Epoch 997 | loss: 0.0313573 | val_loss: 0.0313744 | Time: 3746.3 ms [2020-11-25 13:53:32 main:581] : INFO : Epoch 998 | loss: 0.0313581 | val_loss: 0.0313757 | Time: 3873.17 ms [2020-11-25 13:53:36 main:581] : INFO : Epoch 999 | loss: 0.0313662 | val_loss: 0.0313696 | Time: 3827.51 ms [2020-11-25 13:53:39 main:581] : INFO : Epoch 1000 | loss: 0.0313582 | val_loss: 0.0313667 | Time: 3636.79 ms [2020-11-25 13:53:43 main:581] : INFO : Epoch 1001 | loss: 0.0313536 | val_loss: 0.0313728 | Time: 3623.42 ms [2020-11-25 13:53:47 main:581] : INFO : Epoch 1002 | loss: 0.0313579 | val_loss: 0.0313748 | Time: 3667.48 ms [2020-11-25 13:53:50 main:581] : INFO : Epoch 1003 | loss: 0.0313592 | val_loss: 0.0313701 | Time: 3667.74 ms [2020-11-25 13:53:54 main:581] : INFO : Epoch 1004 | loss: 0.0313604 | val_loss: 0.0313668 | Time: 3646.88 ms [2020-11-25 13:53:58 main:581] : INFO : Epoch 1005 | loss: 0.0313572 | val_loss: 0.0313761 | Time: 3701.7 ms [2020-11-25 13:54:02 main:581] : INFO : Epoch 1006 | loss: 0.0313558 | val_loss: 0.0313669 | Time: 3735.56 ms [2020-11-25 13:54:05 main:581] : INFO : Epoch 1007 | loss: 0.0313538 | val_loss: 0.0313777 | Time: 3732.8 ms [2020-11-25 13:54:09 main:581] : INFO : Epoch 1008 | loss: 0.0313651 | val_loss: 0.031376 | Time: 3591.72 ms [2020-11-25 13:54:13 main:581] : INFO : Epoch 1009 | loss: 0.0313764 | val_loss: 0.0313932 | Time: 3649.89 ms [2020-11-25 13:54:16 main:581] : INFO : Epoch 1010 | loss: 0.031362 | val_loss: 0.0313702 | Time: 3624.46 ms [2020-11-25 13:54:20 main:581] : INFO : Epoch 1011 | loss: 0.0313566 | val_loss: 0.0313714 | Time: 3668.97 ms [2020-11-25 13:54:24 main:581] : INFO : Epoch 1012 | loss: 0.031356 | val_loss: 0.0313681 | Time: 3688.66 ms [2020-11-25 13:54:27 main:581] : INFO : Epoch 1013 | loss: 0.0313606 | val_loss: 0.0314009 | Time: 3722.32 ms [2020-11-25 13:54:31 main:581] : INFO : Epoch 1014 | loss: 0.0313781 | val_loss: 0.0313829 | Time: 3582.43 ms [2020-11-25 13:54:34 main:581] : INFO : Epoch 1015 | loss: 0.0313651 | val_loss: 0.0313777 | Time: 3685.55 ms [2020-11-25 13:54:38 main:581] : INFO : Epoch 1016 | loss: 0.0313596 | val_loss: 0.0313708 | Time: 3701.25 ms [2020-11-25 13:54:42 main:581] : INFO : Epoch 1017 | loss: 0.0313582 | val_loss: 0.0313853 | Time: 3641.03 ms [2020-11-25 13:54:45 main:581] : INFO : Epoch 1018 | loss: 0.031371 | val_loss: 0.0314062 | Time: 3582.83 ms [2020-11-25 13:54:49 main:581] : INFO : Epoch 1019 | loss: 0.0313598 | val_loss: 0.0313622 | Time: 3589.34 ms [2020-11-25 13:54:53 main:581] : INFO : Epoch 1020 | loss: 0.0313507 | val_loss: 0.0313742 | Time: 3644.1 ms [2020-11-25 13:54:56 main:581] : INFO : Epoch 1021 | loss: 0.0313496 | val_loss: 0.031371 | Time: 3830.41 ms [2020-11-25 13:55:00 main:581] : INFO : Epoch 1022 | loss: 0.0313635 | val_loss: 0.0313726 | Time: 3773.8 ms [2020-11-25 13:55:05 main:581] : INFO : Epoch 1023 | loss: 0.0313574 | val_loss: 0.031376 | Time: 5120.24 ms [2020-11-25 13:55:09 main:581] : INFO : Epoch 1024 | loss: 0.0313723 | val_loss: 0.0313925 | Time: 3720.63 ms [2020-11-25 13:55:09 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313925 [2020-11-25 13:55:09 main:610] : INFO : Saving end state to config to file [2020-11-25 13:55:09 main:615] : INFO : Success, exiting.. 13:55:09 (14933): 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)