Task 3045291
| Name | ParityMachine-1605115812-12980-2_1 |
| Workunit | 1339847 |
| Created | 23 Nov 2020, 18:47:02 UTC |
| Sent | 23 Nov 2020, 19:04:17 UTC |
| Report deadline | 30 Nov 2020, 19:04:17 UTC |
| Received | 23 Nov 2020, 20:59:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3033 |
| Run time | 1 hours 12 min 47 sec |
| CPU time | 1 hours 8 min 37 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 9,462.05 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 514 | loss: 0.0311691 | val_loss: 0.0311756 | Time: 4235 ms [2020-11-23 11:53:21 main:574] : INFO : Epoch 515 | loss: 0.0311726 | val_loss: 0.0311737 | Time: 4115.68 ms [2020-11-23 11:53:25 main:574] : INFO : Epoch 516 | loss: 0.0311715 | val_loss: 0.0311881 | Time: 4303.83 ms [2020-11-23 11:53:29 main:574] : INFO : Epoch 517 | loss: 0.0311704 | val_loss: 0.0311752 | Time: 4097.3 ms [2020-11-23 11:53:34 main:574] : INFO : Epoch 518 | loss: 0.0311699 | val_loss: 0.0311735 | Time: 4025.32 ms [2020-11-23 11:53:38 main:574] : INFO : Epoch 519 | loss: 0.0311634 | val_loss: 0.031185 | Time: 4067.2 ms [2020-11-23 11:53:42 main:574] : INFO : Epoch 520 | loss: 0.0311756 | val_loss: 0.0311776 | Time: 4213.51 ms [2020-11-23 11:53:46 main:574] : INFO : Epoch 521 | loss: 0.0311869 | val_loss: 0.0312449 | Time: 4306.03 ms [2020-11-23 11:53:51 main:574] : INFO : Epoch 522 | loss: 0.031187 | val_loss: 0.0311891 | Time: 4245.76 ms [2020-11-23 11:53:55 main:574] : INFO : Epoch 523 | loss: 0.0311767 | val_loss: 0.031199 | Time: 4039.66 ms [2020-11-23 11:53:59 main:574] : INFO : Epoch 524 | loss: 0.0311766 | val_loss: 0.0311753 | Time: 4143.28 ms [2020-11-23 11:54:03 main:574] : INFO : Epoch 525 | loss: 0.0311734 | val_loss: 0.0311735 | Time: 4287.84 ms [2020-11-23 11:54:08 main:574] : INFO : Epoch 526 | loss: 0.0311684 | val_loss: 0.0311755 | Time: 4120.08 ms [2020-11-23 11:54:12 main:574] : INFO : Epoch 527 | loss: 0.0311686 | val_loss: 0.0311856 | Time: 4280.01 ms [2020-11-23 11:54:16 main:574] : INFO : Epoch 528 | loss: 0.0311773 | val_loss: 0.0311746 | Time: 4094.3 ms [2020-11-23 11:54:20 main:574] : INFO : Epoch 529 | loss: 0.0311867 | val_loss: 0.0311784 | Time: 4028.44 ms [2020-11-23 11:54:25 main:574] : INFO : Epoch 530 | loss: 0.0311703 | val_loss: 0.0311784 | Time: 4132.66 ms [2020-11-23 11:54:29 main:574] : INFO : Epoch 531 | loss: 0.0311716 | val_loss: 0.0312015 | Time: 4102.56 ms [2020-11-23 11:54:33 main:574] : INFO : Epoch 532 | loss: 0.0311834 | val_loss: 0.0311955 | Time: 4061.63 ms [2020-11-23 11:54:37 main:574] : INFO : Epoch 533 | loss: 0.0311711 | val_loss: 0.0311962 | Time: 4083.91 ms [2020-11-23 11:54:41 main:574] : INFO : Epoch 534 | loss: 0.0311864 | val_loss: 0.0311878 | Time: 3976.85 ms [2020-11-23 11:54:45 main:574] : INFO : Epoch 535 | loss: 0.0311667 | val_loss: 0.0311802 | Time: 3934.89 ms [2020-11-23 11:54:50 main:574] : INFO : Epoch 536 | loss: 0.0311688 | val_loss: 0.0311754 | Time: 4175.52 ms [2020-11-23 11:54:54 main:574] : INFO : Epoch 537 | loss: 0.0311645 | val_loss: 0.0311831 | Time: 4052.98 ms [2020-11-23 11:54:58 main:574] : INFO : Epoch 538 | loss: 0.0311648 | val_loss: 0.0311747 | Time: 4125.78 ms [2020-11-23 11:55:02 main:574] : INFO : Epoch 539 | loss: 0.0311604 | val_loss: 0.0311722 | Time: 4068.61 ms [2020-11-23 11:55:06 main:574] : INFO : Epoch 540 | loss: 0.03116 | val_loss: 0.031186 | Time: 4076.28 ms [2020-11-23 11:55:11 main:574] : INFO : Epoch 541 | loss: 0.0311658 | val_loss: 0.031188 | Time: 4224.53 ms [2020-11-23 11:55:15 main:574] : INFO : Epoch 542 | loss: 0.0311628 | val_loss: 0.031175 | Time: 4178.41 ms [2020-11-23 11:55:19 main:574] : INFO : Epoch 543 | loss: 0.0311739 | val_loss: 0.0311745 | Time: 4230.76 ms [2020-11-23 11:55:23 main:574] : INFO : Epoch 544 | loss: 0.031177 | val_loss: 0.0311752 | Time: 4073.19 ms [2020-11-23 11:55:28 main:574] : INFO : Epoch 545 | loss: 0.0311637 | val_loss: 0.0312061 | Time: 4016.66 ms [2020-11-23 11:55:32 main:574] : INFO : Epoch 546 | loss: 0.0311719 | val_loss: 0.0311826 | Time: 4008.26 ms [2020-11-23 11:55:36 main:574] : INFO : Epoch 547 | loss: 0.0311669 | val_loss: 0.0311761 | Time: 4027.24 ms [2020-11-23 11:55:40 main:574] : INFO : Epoch 548 | loss: 0.031173 | val_loss: 0.0311745 | Time: 4115.62 ms [2020-11-23 11:55:44 main:574] : INFO : Epoch 549 | loss: 0.0311643 | val_loss: 0.0311709 | Time: 4036.96 ms [2020-11-23 11:55:48 main:574] : INFO : Epoch 550 | loss: 0.0311601 | val_loss: 0.0311709 | Time: 4201.88 ms [2020-11-23 11:55:53 main:574] : INFO : Epoch 551 | loss: 0.0311633 | val_loss: 0.0311795 | Time: 4119.13 ms [2020-11-23 11:55:57 main:574] : INFO : Epoch 552 | loss: 0.0311717 | val_loss: 0.0311823 | Time: 3966.41 ms [2020-11-23 11:56:01 main:574] : INFO : Epoch 553 | loss: 0.0311649 | val_loss: 0.0311721 | Time: 4150.61 ms [2020-11-23 11:56:05 main:574] : INFO : Epoch 554 | loss: 0.0311658 | val_loss: 0.0311734 | Time: 4013.86 ms [2020-11-23 11:56:09 main:574] : INFO : Epoch 555 | loss: 0.0311772 | val_loss: 0.0312192 | Time: 4049.88 ms [2020-11-23 11:56:13 main:574] : INFO : Epoch 556 | loss: 0.0311847 | val_loss: 0.0311733 | Time: 3967.5 ms [2020-11-23 11:56:17 main:574] : INFO : Epoch 557 | loss: 0.0311619 | val_loss: 0.0311704 | Time: 4131.49 ms [2020-11-23 11:56:22 main:574] : INFO : Epoch 558 | loss: 0.031164 | val_loss: 0.0311732 | Time: 4205.53 ms [2020-11-23 11:56:26 main:574] : INFO : Epoch 559 | loss: 0.0311593 | val_loss: 0.0311848 | Time: 4170.09 ms [2020-11-23 11:56:30 main:574] : INFO : Epoch 560 | loss: 0.0311709 | val_loss: 0.0311758 | Time: 4083.09 ms [2020-11-23 11:56:34 main:574] : INFO : Epoch 561 | loss: 0.0311613 | val_loss: 0.0311725 | Time: 4234.94 ms [2020-11-23 11:56:39 main:574] : INFO : Epoch 562 | loss: 0.0311635 | val_loss: 0.031172 | Time: 4233.27 ms [2020-11-23 11:56:43 main:574] : INFO : Epoch 563 | loss: 0.0311689 | val_loss: 0.0311738 | Time: 4083.22 ms [2020-11-23 11:56:47 main:574] : INFO : Epoch 564 | loss: 0.0311664 | val_loss: 0.0311926 | Time: 4155.55 ms [2020-11-23 11:56:51 main:574] : INFO : Epoch 565 | loss: 0.0311739 | val_loss: 0.0311741 | Time: 4157.58 ms [2020-11-23 11:56:56 main:574] : INFO : Epoch 566 | loss: 0.0311596 | val_loss: 0.0311807 | Time: 4123.8 ms [2020-11-23 11:57:00 main:574] : INFO : Epoch 567 | loss: 0.0311623 | val_loss: 0.0311815 | Time: 4262.27 ms [2020-11-23 11:57:04 main:574] : INFO : Epoch 568 | loss: 0.0311574 | val_loss: 0.0311731 | Time: 4075.22 ms [2020-11-23 11:57:08 main:574] : INFO : Epoch 569 | loss: 0.0311613 | val_loss: 0.031181 | Time: 4132.8 ms [2020-11-23 11:57:13 main:574] : INFO : Epoch 570 | loss: 0.0311721 | val_loss: 0.0311781 | Time: 4068.31 ms [2020-11-23 11:57:17 main:574] : INFO : Epoch 571 | loss: 0.0311577 | val_loss: 0.0311738 | Time: 4042.94 ms [2020-11-23 11:57:21 main:574] : INFO : Epoch 572 | loss: 0.0311585 | val_loss: 0.0311765 | Time: 4108.62 ms [2020-11-23 11:57:25 main:574] : INFO : Epoch 573 | loss: 0.0311623 | val_loss: 0.031176 | Time: 4108.22 ms [2020-11-23 11:57:29 main:574] : INFO : Epoch 574 | loss: 0.0311553 | val_loss: 0.0311744 | Time: 4026.12 ms [2020-11-23 11:57:33 main:574] : INFO : Epoch 575 | loss: 0.0311546 | val_loss: 0.0311717 | Time: 4098.11 ms [2020-11-23 11:57:38 main:574] : INFO : Epoch 576 | loss: 0.0311661 | val_loss: 0.0311711 | Time: 4036.1 ms [2020-11-23 11:57:42 main:574] : INFO : Epoch 577 | loss: 0.0311645 | val_loss: 0.0311709 | Time: 4325.14 ms [2020-11-23 11:57:46 main:574] : INFO : Epoch 578 | loss: 0.0311569 | val_loss: 0.0311704 | Time: 4053.61 ms [2020-11-23 11:57:50 main:574] : INFO : Epoch 579 | loss: 0.0311622 | val_loss: 0.0311701 | Time: 4083.89 ms [2020-11-23 11:57:55 main:574] : INFO : Epoch 580 | loss: 0.0311638 | val_loss: 0.0311712 | Time: 4062.89 ms [2020-11-23 11:57:59 main:574] : INFO : Epoch 581 | loss: 0.0311611 | val_loss: 0.0311881 | Time: 4030.33 ms [2020-11-23 11:58:03 main:574] : INFO : Epoch 582 | loss: 0.0311781 | val_loss: 0.0311718 | Time: 4193.79 ms [2020-11-23 11:58:07 main:574] : INFO : Epoch 583 | loss: 0.0311664 | val_loss: 0.0312109 | Time: 4128.3 ms [2020-11-23 11:58:11 main:574] : INFO : Epoch 584 | loss: 0.0311732 | val_loss: 0.0311799 | Time: 4090.96 ms [2020-11-23 11:58:15 main:574] : INFO : Epoch 585 | loss: 0.031167 | val_loss: 0.0311808 | Time: 4097.17 ms [2020-11-23 11:58:20 main:574] : INFO : Epoch 586 | loss: 0.0311709 | val_loss: 0.0311798 | Time: 4159.77 ms [2020-11-23 11:58:24 main:574] : INFO : Epoch 587 | loss: 0.0311574 | val_loss: 0.0311752 | Time: 4044.48 ms [2020-11-23 11:58:28 main:574] : INFO : Epoch 588 | loss: 0.0311545 | val_loss: 0.0311733 | Time: 4068.43 ms [2020-11-23 11:58:32 main:574] : INFO : Epoch 589 | loss: 0.0311563 | val_loss: 0.0311696 | Time: 4004.71 ms [2020-11-23 11:58:36 main:574] : INFO : Epoch 590 | loss: 0.0311516 | val_loss: 0.0311694 | Time: 4040.22 ms [2020-11-23 11:58:40 main:574] : INFO : Epoch 591 | loss: 0.031154 | val_loss: 0.0311745 | Time: 3999.66 ms [2020-11-23 11:58:45 main:574] : INFO : Epoch 592 | loss: 0.0311554 | val_loss: 0.0311701 | Time: 4151.65 ms [2020-11-23 11:58:49 main:574] : INFO : Epoch 593 | loss: 0.0311537 | val_loss: 0.0311716 | Time: 4029.56 ms [2020-11-23 11:58:53 main:574] : INFO : Epoch 594 | loss: 0.0311553 | val_loss: 0.0311724 | Time: 4093.88 ms [2020-11-23 11:58:57 main:574] : INFO : Epoch 595 | loss: 0.0311597 | val_loss: 0.0311748 | Time: 4233.79 ms [2020-11-23 11:59:01 main:574] : INFO : Epoch 596 | loss: 0.0311515 | val_loss: 0.0311738 | Time: 4213.81 ms [2020-11-23 11:59:06 main:574] : INFO : Epoch 597 | loss: 0.0311635 | val_loss: 0.0311753 | Time: 4214.37 ms [2020-11-23 11:59:10 main:574] : INFO : Epoch 598 | loss: 0.031163 | val_loss: 0.0311675 | Time: 4114.61 ms [2020-11-23 11:59:14 main:574] : INFO : Epoch 599 | loss: 0.0311576 | val_loss: 0.031171 | Time: 4025.82 ms [2020-11-23 11:59:18 main:574] : INFO : Epoch 600 | loss: 0.0311602 | val_loss: 0.0311863 | Time: 4097.7 ms [2020-11-23 11:59:22 main:574] : INFO : Epoch 601 | loss: 0.0311621 | val_loss: 0.0311665 | Time: 4077.81 ms [2020-11-23 11:59:27 main:574] : INFO : Epoch 602 | loss: 0.0311576 | val_loss: 0.0311793 | Time: 4126.19 ms [2020-11-23 11:59:31 main:574] : INFO : Epoch 603 | loss: 0.0311716 | val_loss: 0.0311827 | Time: 4073.99 ms [2020-11-23 11:59:35 main:574] : INFO : Epoch 604 | loss: 0.0311626 | val_loss: 0.0311767 | Time: 4064.39 ms [2020-11-23 11:59:39 main:574] : INFO : Epoch 605 | loss: 0.0311546 | val_loss: 0.0311768 | Time: 4057.66 ms [2020-11-23 11:59:43 main:574] : INFO : Epoch 606 | loss: 0.0311559 | val_loss: 0.0311754 | Time: 4120.92 ms [2020-11-23 11:59:47 main:574] : INFO : Epoch 607 | loss: 0.0311542 | val_loss: 0.0311699 | Time: 4169.96 ms [2020-11-23 11:59:52 main:574] : INFO : Epoch 608 | loss: 0.0311666 | val_loss: 0.0311832 | Time: 4162.1 ms [2020-11-23 11:59:57 main:574] : INFO : Epoch 609 | loss: 0.031184 | val_loss: 0.0311829 | Time: 4257.72 ms [2020-11-23 12:00:01 main:574] : INFO : Epoch 610 | loss: 0.0311763 | val_loss: 0.0311749 | Time: 4241.32 ms [2020-11-23 12:00:05 main:574] : INFO : Epoch 611 | loss: 0.03117 | val_loss: 0.0311693 | Time: 4093.57 ms [2020-11-23 12:00:09 main:574] : INFO : Epoch 612 | loss: 0.0311671 | val_loss: 0.0311758 | Time: 4108.33 ms [2020-11-23 12:00:14 main:574] : INFO : Epoch 613 | loss: 0.0311652 | val_loss: 0.0311675 | Time: 4059.03 ms [2020-11-23 12:00:18 main:574] : INFO : Epoch 614 | loss: 0.0311643 | val_loss: 0.0311683 | Time: 4163.23 ms [2020-11-23 12:00:22 main:574] : INFO : Epoch 615 | loss: 0.0311689 | val_loss: 0.0311664 | Time: 4077.42 ms [2020-11-23 12:00:26 main:574] : INFO : Epoch 616 | loss: 0.0311633 | val_loss: 0.0311669 | Time: 4246.34 ms [2020-11-23 12:00:30 main:574] : INFO : Epoch 617 | loss: 0.0311699 | val_loss: 0.0311819 | Time: 4083.3 ms [2020-11-23 12:00:35 main:574] : INFO : Epoch 618 | loss: 0.0311708 | val_loss: 0.031176 | Time: 4040.87 ms [2020-11-23 12:00:39 main:574] : INFO : Epoch 619 | loss: 0.0311607 | val_loss: 0.0311662 | Time: 4108.78 ms [2020-11-23 12:00:43 main:574] : INFO : Epoch 620 | loss: 0.0311649 | val_loss: 0.0311822 | Time: 4074.42 ms [2020-11-23 12:00:47 main:574] : INFO : Epoch 621 | loss: 0.0311659 | val_loss: 0.0311759 | Time: 4110.23 ms [2020-11-23 12:00:51 main:574] : INFO : Epoch 622 | loss: 0.0311673 | val_loss: 0.0311799 | Time: 4147.67 ms [2020-11-23 12:00:56 main:574] : INFO : Epoch 623 | loss: 0.031161 | val_loss: 0.0311648 | Time: 4159.02 ms [2020-11-23 12:01:00 main:574] : INFO : Epoch 624 | loss: 0.0311676 | val_loss: 0.0311667 | Time: 4161.23 ms [2020-11-23 12:01:04 main:574] : INFO : Epoch 625 | loss: 0.031161 | val_loss: 0.0311685 | Time: 4113.4 ms [2020-11-23 12:01:08 main:574] : INFO : Epoch 626 | loss: 0.031162 | val_loss: 0.0311761 | Time: 4117.53 ms [2020-11-23 12:01:12 main:574] : INFO : Epoch 627 | loss: 0.0311695 | val_loss: 0.031174 | Time: 4065.88 ms [2020-11-23 12:01:17 main:574] : INFO : Epoch 628 | loss: 0.0311637 | val_loss: 0.0311815 | Time: 4099.02 ms [2020-11-23 12:01:21 main:574] : INFO : Epoch 629 | loss: 0.0311662 | val_loss: 0.0311656 | Time: 4046.53 ms [2020-11-23 12:01:25 main:574] : INFO : Epoch 630 | loss: 0.0311643 | val_loss: 0.0311631 | Time: 4048.08 ms [2020-11-23 12:01:29 main:574] : INFO : Epoch 631 | loss: 0.0311595 | val_loss: 0.0311729 | Time: 4035.9 ms [2020-11-23 12:01:33 main:574] : INFO : Epoch 632 | loss: 0.0311652 | val_loss: 0.0311644 | Time: 4094.84 ms [2020-11-23 12:01:37 main:574] : INFO : Epoch 633 | loss: 0.0311575 | val_loss: 0.0311629 | Time: 4161.33 ms [2020-11-23 12:01:42 main:574] : INFO : Epoch 634 | loss: 0.0311588 | val_loss: 0.0311836 | Time: 4086.74 ms [2020-11-23 12:01:46 main:574] : INFO : Epoch 635 | loss: 0.0311698 | val_loss: 0.03117 | Time: 4054.58 ms [2020-11-23 12:01:50 main:574] : INFO : Epoch 636 | loss: 0.0311586 | val_loss: 0.0311629 | Time: 4167.37 ms [2020-11-23 12:01:54 main:574] : INFO : Epoch 637 | loss: 0.0311601 | val_loss: 0.0311663 | Time: 4115.03 ms [2020-11-23 12:01:58 main:574] : INFO : Epoch 638 | loss: 0.0311658 | val_loss: 0.0311873 | Time: 4106.74 ms [2020-11-23 12:02:02 main:574] : INFO : Epoch 639 | loss: 0.0311695 | val_loss: 0.0311664 | Time: 4012.12 ms [2020-11-23 12:02:07 main:574] : INFO : Epoch 640 | loss: 0.0311593 | val_loss: 0.031165 | Time: 4119.32 ms [2020-11-23 12:02:11 main:574] : INFO : Epoch 641 | loss: 0.0311554 | val_loss: 0.0311612 | Time: 4188.43 ms [2020-11-23 12:02:15 main:574] : INFO : Epoch 642 | loss: 0.0311579 | val_loss: 0.0311762 | Time: 4008.74 ms [2020-11-23 12:02:19 main:574] : INFO : Epoch 643 | loss: 0.0311622 | val_loss: 0.0311654 | Time: 4191.45 ms [2020-11-23 12:02:23 main:574] : INFO : Epoch 644 | loss: 0.031162 | val_loss: 0.031172 | Time: 4025.34 ms [2020-11-23 12:02:27 main:574] : INFO : Epoch 645 | loss: 0.0311586 | val_loss: 0.0311655 | Time: 4066.55 ms [2020-11-23 12:02:32 main:574] : INFO : Epoch 646 | loss: 0.0311531 | val_loss: 0.0311703 | Time: 4226.22 ms [2020-11-23 12:02:36 main:574] : INFO : Epoch 647 | loss: 0.031156 | val_loss: 0.0311648 | Time: 4048.02 ms [2020-11-23 12:02:40 main:574] : INFO : Epoch 648 | loss: 0.0311509 | val_loss: 0.0311625 | Time: 4075.82 ms [2020-11-23 12:02:44 main:574] : INFO : Epoch 649 | loss: 0.0311548 | val_loss: 0.0311813 | Time: 4075.44 ms [2020-11-23 12:02:48 main:574] : INFO : Epoch 650 | loss: 0.0311597 | val_loss: 0.0311619 | Time: 4024.43 ms [2020-11-23 12:02:52 main:574] : INFO : Epoch 651 | loss: 0.0311563 | val_loss: 0.0311852 | Time: 4045.69 ms [2020-11-23 12:02:56 main:574] : INFO : Epoch 652 | loss: 0.0311583 | val_loss: 0.0311706 | Time: 4016.13 ms [2020-11-23 12:03:01 main:574] : INFO : Epoch 653 | loss: 0.0311565 | val_loss: 0.03117 | Time: 4042.85 ms [2020-11-23 12:03:05 main:574] : INFO : Epoch 654 | loss: 0.0311593 | val_loss: 0.0311638 | Time: 4156.52 ms [2020-11-23 12:03:09 main:574] : INFO : Epoch 655 | loss: 0.0311516 | val_loss: 0.0311617 | Time: 4021.91 ms [2020-11-23 12:03:13 main:574] : INFO : Epoch 656 | loss: 0.0311558 | val_loss: 0.0311811 | Time: 4080.88 ms [2020-11-23 12:03:17 main:574] : INFO : Epoch 657 | loss: 0.0311594 | val_loss: 0.0311727 | Time: 4073.46 ms [2020-11-23 12:03:21 main:574] : INFO : Epoch 658 | loss: 0.0311554 | val_loss: 0.0311729 | Time: 4034.52 ms [2020-11-23 12:03:26 main:574] : INFO : Epoch 659 | loss: 0.0311533 | val_loss: 0.0311657 | Time: 4186.98 ms [2020-11-23 12:03:30 main:574] : INFO : Epoch 660 | loss: 0.031161 | val_loss: 0.0311711 | Time: 4081.89 ms [2020-11-23 12:03:34 main:574] : INFO : Epoch 661 | loss: 0.0311524 | val_loss: 0.0311715 | Time: 4030.96 ms [2020-11-23 12:03:38 main:574] : INFO : Epoch 662 | loss: 0.0311603 | val_loss: 0.0311726 | Time: 4092.22 ms [2020-11-23 12:03:42 main:574] : INFO : Epoch 663 | loss: 0.031156 | val_loss: 0.0311671 | Time: 4094.18 ms [2020-11-23 12:03:46 main:574] : INFO : Epoch 664 | loss: 0.0311526 | val_loss: 0.0311659 | Time: 4198.31 ms [2020-11-23 12:03:51 main:574] : INFO : Epoch 665 | loss: 0.0311581 | val_loss: 0.0311686 | Time: 4216.43 ms [2020-11-23 12:03:55 main:574] : INFO : Epoch 666 | loss: 0.0311558 | val_loss: 0.031163 | Time: 4062.68 ms [2020-11-23 12:03:59 main:574] : INFO : Epoch 667 | loss: 0.0311542 | val_loss: 0.0311666 | Time: 4002.91 ms [2020-11-23 12:04:03 main:574] : INFO : Epoch 668 | loss: 0.0311524 | val_loss: 0.0311642 | Time: 4205.76 ms [2020-11-23 12:04:08 main:574] : INFO : Epoch 669 | loss: 0.0311507 | val_loss: 0.0311705 | Time: 4172.76 ms [2020-11-23 12:04:12 main:574] : INFO : Epoch 670 | loss: 0.0311506 | val_loss: 0.031165 | Time: 4068.54 ms [2020-11-23 12:04:16 main:574] : INFO : Epoch 671 | loss: 0.0311507 | val_loss: 0.0311609 | Time: 4159.9 ms [2020-11-23 12:04:20 main:574] : INFO : Epoch 672 | loss: 0.0311563 | val_loss: 0.0311899 | Time: 4098.84 ms [2020-11-23 12:04:24 main:574] : INFO : Epoch 673 | loss: 0.0311691 | val_loss: 0.0311728 | Time: 4070.48 ms [2020-11-23 12:04:29 main:574] : INFO : Epoch 674 | loss: 0.031152 | val_loss: 0.0311625 | Time: 4044.86 ms [2020-11-23 12:04:33 main:574] : INFO : Epoch 675 | loss: 0.0311517 | val_loss: 0.0311627 | Time: 4132.17 ms [2020-11-23 12:04:37 main:574] : INFO : Epoch 676 | loss: 0.0311488 | val_loss: 0.0311647 | Time: 4042.35 ms [2020-11-23 12:04:41 main:574] : INFO : Epoch 677 | loss: 0.0311504 | val_loss: 0.0311653 | Time: 4076.21 ms [2020-11-23 12:04:45 main:574] : INFO : Epoch 678 | loss: 0.0311529 | val_loss: 0.0311807 | Time: 4187.16 ms [2020-11-23 12:04:50 main:574] : INFO : Epoch 679 | loss: 0.0311624 | val_loss: 0.0311625 | Time: 4150.06 ms [2020-11-23 12:04:54 main:574] : INFO : Epoch 680 | loss: 0.031163 | val_loss: 0.0311723 | Time: 4204.88 ms [2020-11-23 12:04:58 main:574] : INFO : Epoch 681 | loss: 0.0311559 | val_loss: 0.0311644 | Time: 4009.3 ms [2020-11-23 12:05:02 main:574] : INFO : Epoch 682 | loss: 0.0311517 | val_loss: 0.0311729 | Time: 4178.77 ms [2020-11-23 12:05:07 main:574] : INFO : Epoch 683 | loss: 0.0311497 | val_loss: 0.0311633 | Time: 4103.93 ms [2020-11-23 12:05:11 main:574] : INFO : Epoch 684 | loss: 0.0311501 | val_loss: 0.0311728 | Time: 4252.7 ms [2020-11-23 12:05:15 main:574] : INFO : Epoch 685 | loss: 0.0311491 | val_loss: 0.0311828 | Time: 4036.19 ms [2020-11-23 12:05:19 main:574] : INFO : Epoch 686 | loss: 0.0311546 | val_loss: 0.0311655 | Time: 4152.52 ms [2020-11-23 12:05:23 main:574] : INFO : Epoch 687 | loss: 0.0311521 | val_loss: 0.0311665 | Time: 4105.43 ms [2020-11-23 12:05:27 main:574] : INFO : Epoch 688 | loss: 0.0311522 | val_loss: 0.031163 | Time: 3990.63 ms [2020-11-23 12:05:32 main:574] : INFO : Epoch 689 | loss: 0.0311491 | val_loss: 0.031161 | Time: 4013.51 ms [2020-11-23 12:05:36 main:574] : INFO : Epoch 690 | loss: 0.0311463 | val_loss: 0.0311621 | Time: 4054.26 ms [2020-11-23 12:05:40 main:574] : INFO : Epoch 691 | loss: 0.031154 | val_loss: 0.0311774 | Time: 4167.15 ms [2020-11-23 12:05:44 main:574] : INFO : Epoch 692 | loss: 0.0311554 | val_loss: 0.0311696 | Time: 4044.19 ms [2020-11-23 12:05:48 main:574] : INFO : Epoch 693 | loss: 0.0311517 | val_loss: 0.0311725 | Time: 4229.68 ms [2020-11-23 12:05:53 main:574] : INFO : Epoch 694 | loss: 0.0311553 | val_loss: 0.0311899 | Time: 4164.73 ms [2020-11-23 12:05:57 main:574] : INFO : Epoch 695 | loss: 0.0311572 | val_loss: 0.0311786 | Time: 4091.89 ms [2020-11-23 12:06:01 main:574] : INFO : Epoch 696 | loss: 0.0311568 | val_loss: 0.0311709 | Time: 4274.17 ms [2020-11-23 12:06:05 main:574] : INFO : Epoch 697 | loss: 0.031148 | val_loss: 0.0311615 | Time: 4109.98 ms [2020-11-23 12:06:10 main:574] : INFO : Epoch 698 | loss: 0.031153 | val_loss: 0.0311636 | Time: 4051.3 ms [2020-11-23 12:06:14 main:574] : INFO : Epoch 699 | loss: 0.0311534 | val_loss: 0.0311648 | Time: 4090.31 ms [2020-11-23 12:06:18 main:574] : INFO : Epoch 700 | loss: 0.0311488 | val_loss: 0.0311597 | Time: 4116.59 ms [2020-11-23 12:06:22 main:574] : INFO : Epoch 701 | loss: 0.031146 | val_loss: 0.0311634 | Time: 4171.69 ms [2020-11-23 12:06:27 main:574] : INFO : Epoch 702 | loss: 0.0311506 | val_loss: 0.0311748 | Time: 4156.2 ms [2020-11-23 12:06:31 main:574] : INFO : Epoch 703 | loss: 0.0311479 | val_loss: 0.0311623 | Time: 4039.65 ms [2020-11-23 12:06:35 main:574] : INFO : Epoch 704 | loss: 0.031147 | val_loss: 0.0311621 | Time: 4022.37 ms [2020-11-23 12:06:39 main:574] : INFO : Epoch 705 | loss: 0.0311453 | val_loss: 0.0311622 | Time: 4102.85 ms [2020-11-23 12:06:43 main:574] : INFO : Epoch 706 | loss: 0.0311506 | val_loss: 0.0311705 | Time: 4043.37 ms [2020-11-23 12:06:47 main:574] : INFO : Epoch 707 | loss: 0.0311498 | val_loss: 0.0311711 | Time: 4085.38 ms [2020-11-23 12:06:52 main:574] : INFO : Epoch 708 | loss: 0.0311527 | val_loss: 0.0311688 | Time: 4134.05 ms [2020-11-23 12:06:56 main:574] : INFO : Epoch 709 | loss: 0.0311537 | val_loss: 0.0311739 | Time: 4154.7 ms [2020-11-23 12:07:00 main:574] : INFO : Epoch 710 | loss: 0.0311512 | val_loss: 0.0311699 | Time: 3973.56 ms [2020-11-23 12:07:04 main:574] : INFO : Epoch 711 | loss: 0.031157 | val_loss: 0.0312079 | Time: 4050.41 ms [2020-11-23 12:07:08 main:574] : INFO : Epoch 712 | loss: 0.0311587 | val_loss: 0.0311724 | Time: 4264.29 ms [2020-11-23 12:07:13 main:574] : INFO : Epoch 713 | loss: 0.0311529 | val_loss: 0.0311614 | Time: 4112.62 ms [2020-11-23 12:07:17 main:574] : INFO : Epoch 714 | loss: 0.0311518 | val_loss: 0.0311667 | Time: 4092.38 ms [2020-11-23 12:07:21 main:574] : INFO : Epoch 715 | loss: 0.0311537 | val_loss: 0.0311658 | Time: 4062.21 ms [2020-11-23 12:07:25 main:574] : INFO : Epoch 716 | loss: 0.031146 | val_loss: 0.0311614 | Time: 4100.78 ms [2020-11-23 12:07:29 main:574] : INFO : Epoch 717 | loss: 0.031147 | val_loss: 0.0311647 | Time: 4134.87 ms [2020-11-23 12:07:33 main:574] : INFO : Epoch 718 | loss: 0.031146 | val_loss: 0.0311619 | Time: 3975.05 ms [2020-11-23 12:07:37 main:574] : INFO : Epoch 719 | loss: 0.0311452 | val_loss: 0.031163 | Time: 4090.37 ms [2020-11-23 12:07:42 main:574] : INFO : Epoch 720 | loss: 0.0311467 | val_loss: 0.0311617 | Time: 4046.36 ms [2020-11-23 12:07:46 main:574] : INFO : Epoch 721 | loss: 0.0311464 | val_loss: 0.0311634 | Time: 4018.2 ms [2020-11-23 12:07:50 main:574] : INFO : Epoch 722 | loss: 0.0311516 | val_loss: 0.0311681 | Time: 4060.04 ms [2020-11-23 12:07:54 main:574] : INFO : Epoch 723 | loss: 0.0311492 | val_loss: 0.031164 | Time: 4114.24 ms [2020-11-23 12:07:59 main:574] : INFO : Epoch 724 | loss: 0.0311519 | val_loss: 0.0311799 | Time: 4428.72 ms [2020-11-23 12:08:03 main:574] : INFO : Epoch 725 | loss: 0.0311623 | val_loss: 0.0311719 | Time: 4162.81 ms [2020-11-23 12:08:07 main:574] : INFO : Epoch 726 | loss: 0.0311503 | val_loss: 0.0311645 | Time: 4094 ms [2020-11-23 12:08:11 main:574] : INFO : Epoch 727 | loss: 0.0311492 | val_loss: 0.0311748 | Time: 3923.03 ms [2020-11-23 12:08:15 main:574] : INFO : Epoch 728 | loss: 0.0311534 | val_loss: 0.0311617 | Time: 4023.86 ms [2020-11-23 12:08:19 main:574] : INFO : Epoch 729 | loss: 0.0311564 | val_loss: 0.0311624 | Time: 4058.14 ms [2020-11-23 12:08:24 main:574] : INFO : Epoch 730 | loss: 0.0311478 | val_loss: 0.0311807 | Time: 4399.27 ms [2020-11-23 12:08:28 main:574] : INFO : Epoch 731 | loss: 0.0311531 | val_loss: 0.031166 | Time: 4095.78 ms [2020-11-23 12:08:32 main:574] : INFO : Epoch 732 | loss: 0.0311543 | val_loss: 0.0311977 | Time: 4090.16 ms [2020-11-23 12:08:36 main:574] : INFO : Epoch 733 | loss: 0.0311602 | val_loss: 0.0311803 | Time: 4179.47 ms [2020-11-23 12:08:41 main:574] : INFO : Epoch 734 | loss: 0.0311494 | val_loss: 0.0311768 | Time: 4179.72 ms [2020-11-23 12:08:45 main:574] : INFO : Epoch 735 | loss: 0.0311516 | val_loss: 0.0311624 | Time: 4047.09 ms [2020-11-23 12:08:49 main:574] : INFO : Epoch 736 | loss: 0.0311516 | val_loss: 0.0311663 | Time: 4065.24 ms [2020-11-23 12:08:53 main:574] : INFO : Epoch 737 | loss: 0.0311448 | val_loss: 0.0311626 | Time: 4152.51 ms [2020-11-23 12:08:57 main:574] : INFO : Epoch 738 | loss: 0.0311466 | val_loss: 0.0311688 | Time: 4024.47 ms [2020-11-23 12:09:02 main:574] : INFO : Epoch 739 | loss: 0.0311515 | val_loss: 0.0311873 | Time: 4184.88 ms [2020-11-23 12:09:06 main:574] : INFO : Epoch 740 | loss: 0.0311479 | val_loss: 0.0311627 | Time: 4128.72 ms [2020-11-23 12:09:10 main:574] : INFO : Epoch 741 | loss: 0.0311528 | val_loss: 0.0311726 | Time: 4120.05 ms [2020-11-23 12:09:14 main:574] : INFO : Epoch 742 | loss: 0.0311498 | val_loss: 0.0311629 | Time: 4157.51 ms [2020-11-23 12:09:18 main:574] : INFO : Epoch 743 | loss: 0.0311432 | val_loss: 0.0311611 | Time: 4201.69 ms [2020-11-23 12:09:23 main:574] : INFO : Epoch 744 | loss: 0.0311446 | val_loss: 0.031162 | Time: 4006.52 ms [2020-11-23 12:09:27 main:574] : INFO : Epoch 745 | loss: 0.0311445 | val_loss: 0.0311614 | Time: 4211.17 ms [2020-11-23 12:09:31 main:574] : INFO : Epoch 746 | loss: 0.0311464 | val_loss: 0.0311619 | Time: 3934.35 ms [2020-11-23 12:09:35 main:574] : INFO : Epoch 747 | loss: 0.0311477 | val_loss: 0.0311621 | Time: 4038.94 ms [2020-11-23 12:09:39 main:574] : INFO : Epoch 748 | loss: 0.0311495 | val_loss: 0.0311583 | Time: 4032.11 ms [2020-11-23 12:09:44 main:574] : INFO : Epoch 749 | loss: 0.031165 | val_loss: 0.031175 | Time: 4088.16 ms [2020-11-23 12:09:48 main:574] : INFO : Epoch 750 | loss: 0.0311544 | val_loss: 0.031161 | Time: 4127.23 ms [2020-11-23 12:09:52 main:574] : INFO : Epoch 751 | loss: 0.0311557 | val_loss: 0.0311943 | Time: 4005.5 ms [2020-11-23 12:09:56 main:574] : INFO : Epoch 752 | loss: 0.0311597 | val_loss: 0.0311623 | Time: 4112.53 ms [2020-11-23 12:10:00 main:574] : INFO : Epoch 753 | loss: 0.0311456 | val_loss: 0.0311634 | Time: 4147.8 ms [2020-11-23 12:10:04 main:574] : INFO : Epoch 754 | loss: 0.0311501 | val_loss: 0.0311748 | Time: 4127.51 ms [2020-11-23 12:10:09 main:574] : INFO : Epoch 755 | loss: 0.0311599 | val_loss: 0.0311734 | Time: 4035.01 ms [2020-11-23 12:10:13 main:574] : INFO : Epoch 756 | loss: 0.0311521 | val_loss: 0.0311606 | Time: 4065.48 ms [2020-11-23 12:10:17 main:574] : INFO : Epoch 757 | loss: 0.0311526 | val_loss: 0.0311582 | Time: 4229.72 ms [2020-11-23 12:10:21 main:574] : INFO : Epoch 758 | loss: 0.0311495 | val_loss: 0.0311694 | Time: 4333.82 ms [2020-11-23 12:10:25 main:574] : INFO : Epoch 759 | loss: 0.0311589 | val_loss: 0.031174 | Time: 4074.91 ms [2020-11-23 12:10:30 main:574] : INFO : Epoch 760 | loss: 0.0311581 | val_loss: 0.0311697 | Time: 4184.13 ms [2020-11-23 12:10:34 main:574] : INFO : Epoch 761 | loss: 0.0311523 | val_loss: 0.0311591 | Time: 4302.31 ms [2020-11-23 12:10:38 main:574] : INFO : Epoch 762 | loss: 0.0311446 | val_loss: 0.031163 | Time: 4121.43 ms [2020-11-23 12:10:42 main:574] : INFO : Epoch 763 | loss: 0.0311467 | val_loss: 0.0311628 | Time: 4035.8 ms [2020-11-23 12:10:47 main:574] : INFO : Epoch 764 | loss: 0.0311479 | val_loss: 0.0311588 | Time: 4098.45 ms [2020-11-23 12:10:51 main:574] : INFO : Epoch 765 | loss: 0.0311424 | val_loss: 0.0311606 | Time: 4090.64 ms [2020-11-23 12:10:55 main:574] : INFO : Epoch 766 | loss: 0.0311448 | val_loss: 0.0311653 | Time: 4033.42 ms [2020-11-23 12:10:59 main:574] : INFO : Epoch 767 | loss: 0.031143 | val_loss: 0.0311676 | Time: 4179.22 ms [2020-11-23 12:11:03 main:574] : INFO : Epoch 768 | loss: 0.0311445 | val_loss: 0.0311593 | Time: 4121.28 ms [2020-11-23 12:11:08 main:574] : INFO : Epoch 769 | loss: 0.0311459 | val_loss: 0.031172 | Time: 4315.53 ms [2020-11-23 12:11:12 main:574] : INFO : Epoch 770 | loss: 0.0311472 | val_loss: 0.0311648 | Time: 4073.01 ms [2020-11-23 12:11:16 main:574] : INFO : Epoch 771 | loss: 0.0311505 | val_loss: 0.0311788 | Time: 4198.81 ms [2020-11-23 12:11:20 main:574] : INFO : Epoch 772 | loss: 0.031151 | val_loss: 0.0311651 | Time: 4085.39 ms [2020-11-23 12:11:25 main:574] : INFO : Epoch 773 | loss: 0.0311515 | val_loss: 0.03116 | Time: 4074.38 ms [2020-11-23 12:11:29 main:574] : INFO : Epoch 774 | loss: 0.0311413 | val_loss: 0.03116 | Time: 4092.55 ms [2020-11-23 12:11:33 main:574] : INFO : Epoch 775 | loss: 0.0311442 | val_loss: 0.0311604 | Time: 4026.62 ms [2020-11-23 12:11:37 main:574] : INFO : Epoch 776 | loss: 0.0311424 | val_loss: 0.0311765 | Time: 4147.13 ms [2020-11-23 12:11:41 main:574] : INFO : Epoch 777 | loss: 0.0311542 | val_loss: 0.0311689 | Time: 4094.07 ms [2020-11-23 12:11:45 main:574] : INFO : Epoch 778 | loss: 0.0311421 | val_loss: 0.0311733 | Time: 4050.38 ms [2020-11-23 12:11:50 main:574] : INFO : Epoch 779 | loss: 0.0311591 | val_loss: 0.0311756 | Time: 4117.92 ms [2020-11-23 12:11:54 main:574] : INFO : Epoch 780 | loss: 0.031154 | val_loss: 0.0311667 | Time: 4076.78 ms [2020-11-23 12:11:58 main:574] : INFO : Epoch 781 | loss: 0.0311538 | val_loss: 0.0311616 | Time: 4123.56 ms [2020-11-23 12:12:02 main:574] : INFO : Epoch 782 | loss: 0.0311403 | val_loss: 0.031161 | Time: 4025.35 ms [2020-11-23 12:12:06 main:574] : INFO : Epoch 783 | loss: 0.0311444 | val_loss: 0.0311597 | Time: 4062.81 ms [2020-11-23 12:12:10 main:574] : INFO : Epoch 784 | loss: 0.031139 | val_loss: 0.0311624 | Time: 4065.15 ms [2020-11-23 12:12:15 main:574] : INFO : Epoch 785 | loss: 0.0311421 | val_loss: 0.0311738 | Time: 4098.63 ms [2020-11-23 12:12:19 main:574] : INFO : Epoch 786 | loss: 0.0311477 | val_loss: 0.0311738 | Time: 4125.01 ms [2020-11-23 12:12:23 main:574] : INFO : Epoch 787 | loss: 0.031147 | val_loss: 0.0311625 | Time: 4102.14 ms [2020-11-23 12:12:27 main:574] : INFO : Epoch 788 | loss: 0.0311446 | val_loss: 0.0311632 | Time: 4225.2 ms [2020-11-23 12:12:31 main:574] : INFO : Epoch 789 | loss: 0.031146 | val_loss: 0.0311804 | Time: 4068.61 ms [2020-11-23 12:12:36 main:574] : INFO : Epoch 790 | loss: 0.0311545 | val_loss: 0.0311613 | Time: 4087.98 ms [2020-11-23 12:12:40 main:574] : INFO : Epoch 791 | loss: 0.0311539 | val_loss: 0.0311717 | Time: 4077.51 ms [2020-11-23 12:12:44 main:574] : INFO : Epoch 792 | loss: 0.0311537 | val_loss: 0.0311628 | Time: 4168.81 ms [2020-11-23 12:12:48 main:574] : INFO : Epoch 793 | loss: 0.0311456 | val_loss: 0.0311598 | Time: 3997 ms [2020-11-23 12:12:52 main:574] : INFO : Epoch 794 | loss: 0.0311465 | val_loss: 0.0311715 | Time: 4013.59 ms [2020-11-23 12:12:57 main:574] : INFO : Epoch 795 | loss: 0.0311556 | val_loss: 0.0311692 | Time: 4049.43 ms [2020-11-23 12:13:01 main:574] : INFO : Epoch 796 | loss: 0.0311499 | val_loss: 0.0311665 | Time: 4059.91 ms [2020-11-23 12:13:05 main:574] : INFO : Epoch 797 | loss: 0.0311538 | val_loss: 0.0311724 | Time: 3969.36 ms [2020-11-23 12:13:09 main:574] : INFO : Epoch 798 | loss: 0.0311561 | val_loss: 0.0311613 | Time: 4169.4 ms [2020-11-23 12:13:13 main:574] : INFO : Epoch 799 | loss: 0.0311507 | val_loss: 0.0311605 | Time: 4086.58 ms [2020-11-23 12:13:17 main:574] : INFO : Epoch 800 | loss: 0.0311524 | val_loss: 0.0311616 | Time: 4010.19 ms [2020-11-23 12:13:22 main:574] : INFO : Epoch 801 | loss: 0.0311453 | val_loss: 0.031167 | Time: 4153.66 ms [2020-11-23 12:13:26 main:574] : INFO : Epoch 802 | loss: 0.0311605 | val_loss: 0.031174 | Time: 4053.68 ms [2020-11-23 12:13:30 main:574] : INFO : Epoch 803 | loss: 0.0311511 | val_loss: 0.0311644 | Time: 4045.53 ms [2020-11-23 12:13:34 main:574] : INFO : Epoch 804 | loss: 0.0311486 | val_loss: 0.0311716 | Time: 3996.63 ms [2020-11-23 12:13:38 main:574] : INFO : Epoch 805 | loss: 0.0311474 | val_loss: 0.0311585 | Time: 4152.48 ms [2020-11-23 12:13:43 main:574] : INFO : Epoch 806 | loss: 0.0311484 | val_loss: 0.0311668 | Time: 4304.95 ms [2020-11-23 12:13:47 main:574] : INFO : Epoch 807 | loss: 0.0311515 | val_loss: 0.03116 | Time: 4085.22 ms [2020-11-23 12:13:51 main:574] : INFO : Epoch 808 | loss: 0.0311484 | val_loss: 0.031171 | Time: 4039.62 ms [2020-11-23 12:13:55 main:574] : INFO : Epoch 809 | loss: 0.0311541 | val_loss: 0.0311657 | Time: 4046.88 ms [2020-11-23 12:13:59 main:574] : INFO : Epoch 810 | loss: 0.0311549 | val_loss: 0.0311651 | Time: 4121.71 ms [2020-11-23 12:14:03 main:574] : INFO : Epoch 811 | loss: 0.0311489 | val_loss: 0.0311618 | Time: 4079.42 ms [2020-11-23 12:14:08 main:574] : INFO : Epoch 812 | loss: 0.0311523 | val_loss: 0.0311647 | Time: 3969.79 ms [2020-11-23 12:14:12 main:574] : INFO : Epoch 813 | loss: 0.0311483 | val_loss: 0.0311664 | Time: 4121.57 ms [2020-11-23 12:14:16 main:574] : INFO : Epoch 814 | loss: 0.0311475 | val_loss: 0.0311568 | Time: 4274.4 ms [2020-11-23 12:14:20 main:574] : INFO : Epoch 815 | loss: 0.0311503 | val_loss: 0.0311633 | Time: 4267.72 ms [2020-11-23 12:14:25 main:574] : INFO : Epoch 816 | loss: 0.0311478 | val_loss: 0.0311598 | Time: 4271.83 ms [2020-11-23 12:14:29 main:574] : INFO : Epoch 817 | loss: 0.0311424 | val_loss: 0.0311622 | Time: 4066.31 ms [2020-11-23 12:14:33 main:574] : INFO : Epoch 818 | loss: 0.0311507 | val_loss: 0.031165 | Time: 4087.07 ms [2020-11-23 12:14:37 main:574] : INFO : Epoch 819 | loss: 0.0311476 | val_loss: 0.0311656 | Time: 4101.15 ms [2020-11-23 12:14:42 main:574] : INFO : Epoch 820 | loss: 0.0311527 | val_loss: 0.0311616 | Time: 4277.13 ms [2020-11-23 12:14:46 main:574] : INFO : Epoch 821 | loss: 0.0311494 | val_loss: 0.0311661 | Time: 4118.6 ms [2020-11-23 12:14:50 main:574] : INFO : Epoch 822 | loss: 0.0311454 | val_loss: 0.0311641 | Time: 4015.03 ms [2020-11-23 12:14:54 main:574] : INFO : Epoch 823 | loss: 0.0311481 | val_loss: 0.031164 | Time: 4359.96 ms [2020-11-23 12:14:59 main:574] : INFO : Epoch 824 | loss: 0.0311486 | val_loss: 0.0311612 | Time: 4197.63 ms [2020-11-23 12:15:03 main:574] : INFO : Epoch 825 | loss: 0.0311475 | val_loss: 0.031167 | Time: 4133.93 ms [2020-11-23 12:15:07 main:574] : INFO : Epoch 826 | loss: 0.0311521 | val_loss: 0.0311599 | Time: 4163.35 ms [2020-11-23 12:15:11 main:574] : INFO : Epoch 827 | loss: 0.0311532 | val_loss: 0.0311786 | Time: 4076.48 ms [2020-11-23 12:15:16 main:574] : INFO : Epoch 828 | loss: 0.0311607 | val_loss: 0.0311585 | Time: 4112.44 ms [2020-11-23 12:15:20 main:574] : INFO : Epoch 829 | loss: 0.0311552 | val_loss: 0.0311595 | Time: 3989.97 ms [2020-11-23 12:15:24 main:574] : INFO : Epoch 830 | loss: 0.0311544 | val_loss: 0.0311683 | Time: 4034.81 ms [2020-11-23 12:15:28 main:574] : INFO : Epoch 831 | loss: 0.031153 | val_loss: 0.0311675 | Time: 4002.68 ms [2020-11-23 12:15:32 main:574] : INFO : Epoch 832 | loss: 0.0311524 | val_loss: 0.0311649 | Time: 4046.75 ms [2020-11-23 12:15:36 main:574] : INFO : Epoch 833 | loss: 0.0311509 | val_loss: 0.0311676 | Time: 4142.22 ms [2020-11-23 12:15:41 main:574] : INFO : Epoch 834 | loss: 0.031151 | val_loss: 0.0311737 | Time: 4025.43 ms [2020-11-23 12:15:45 main:574] : INFO : Epoch 835 | loss: 0.0311565 | val_loss: 0.0311722 | Time: 3994.41 ms [2020-11-23 12:15:49 main:574] : INFO : Epoch 836 | loss: 0.0311506 | val_loss: 0.0311619 | Time: 4252.29 ms [2020-11-23 12:15:53 main:574] : INFO : Epoch 837 | loss: 0.0311476 | val_loss: 0.0311666 | Time: 4182.38 ms [2020-11-23 12:15:58 main:574] : INFO : Epoch 838 | loss: 0.0311496 | val_loss: 0.031164 | Time: 4147.08 ms [2020-11-23 12:16:02 main:574] : INFO : Epoch 839 | loss: 0.0311517 | val_loss: 0.0311674 | Time: 4083.18 ms [2020-11-23 12:16:06 main:574] : INFO : Epoch 840 | loss: 0.0311565 | val_loss: 0.0311688 | Time: 4055.52 ms [2020-11-23 12:16:10 main:574] : INFO : Epoch 841 | loss: 0.0311483 | val_loss: 0.0311625 | Time: 4121.44 ms [2020-11-23 12:16:14 main:574] : INFO : Epoch 842 | loss: 0.0311426 | val_loss: 0.0311604 | Time: 4094.33 ms [2020-11-23 12:16:19 main:574] : INFO : Epoch 843 | loss: 0.0311492 | val_loss: 0.0311628 | Time: 4067.26 ms [2020-11-23 12:16:23 main:574] : INFO : Epoch 844 | loss: 0.0311471 | val_loss: 0.0311588 | Time: 4066.62 ms [2020-11-23 12:16:27 main:574] : INFO : Epoch 845 | loss: 0.0311468 | val_loss: 0.0311655 | Time: 4050.14 ms [2020-11-23 12:16:31 main:574] : INFO : Epoch 846 | loss: 0.0311484 | val_loss: 0.0311581 | Time: 4017.9 ms [2020-11-23 12:16:35 main:574] : INFO : Epoch 847 | loss: 0.0311473 | val_loss: 0.0311596 | Time: 4238.51 ms [2020-11-23 12:16:39 main:574] : INFO : Epoch 848 | loss: 0.0311447 | val_loss: 0.0311603 | Time: 4000.47 ms [2020-11-23 12:16:43 main:574] : INFO : Epoch 849 | loss: 0.0311456 | val_loss: 0.03117 | Time: 4110.1 ms [2020-11-23 12:16:48 main:574] : INFO : Epoch 850 | loss: 0.0311485 | val_loss: 0.031157 | Time: 4166.6 ms [2020-11-23 12:16:52 main:574] : INFO : Epoch 851 | loss: 0.0311427 | val_loss: 0.0311571 | Time: 4086.54 ms [2020-11-23 12:16:56 main:574] : INFO : Epoch 852 | loss: 0.031142 | val_loss: 0.0311595 | Time: 4092.68 ms [2020-11-23 12:17:00 main:574] : INFO : Epoch 853 | loss: 0.0311413 | val_loss: 0.0311584 | Time: 4186.81 ms [2020-11-23 12:17:04 main:574] : INFO : Epoch 854 | loss: 0.0311554 | val_loss: 0.0311632 | Time: 4002.04 ms [2020-11-23 12:17:09 main:574] : INFO : Epoch 855 | loss: 0.0311524 | val_loss: 0.0311668 | Time: 4003.84 ms [2020-11-23 12:17:13 main:574] : INFO : Epoch 856 | loss: 0.0311479 | val_loss: 0.0311603 | Time: 4091.86 ms [2020-11-23 12:17:17 main:574] : INFO : Epoch 857 | loss: 0.0311405 | val_loss: 0.0311596 | Time: 4140.04 ms [2020-11-23 12:17:21 main:574] : INFO : Epoch 858 | loss: 0.0311425 | val_loss: 0.0311577 | Time: 4077.77 ms [2020-11-23 12:17:25 main:574] : INFO : Epoch 859 | loss: 0.0311471 | val_loss: 0.0311613 | Time: 4136.74 ms [2020-11-23 12:17:30 main:574] : INFO : Epoch 860 | loss: 0.0311432 | val_loss: 0.0311586 | Time: 4075.76 ms [2020-11-23 12:17:34 main:574] : INFO : Epoch 861 | loss: 0.0311438 | val_loss: 0.0311579 | Time: 4139.68 ms [2020-11-23 12:17:38 main:574] : INFO : Epoch 862 | loss: 0.0311497 | val_loss: 0.0311675 | Time: 4051.05 ms [2020-11-23 12:17:42 main:574] : INFO : Epoch 863 | loss: 0.0311467 | val_loss: 0.0311623 | Time: 4079.19 ms [2020-11-23 12:17:46 main:574] : INFO : Epoch 864 | loss: 0.0311414 | val_loss: 0.0311592 | Time: 4047.86 ms [2020-11-23 12:17:50 main:574] : INFO : Epoch 865 | loss: 0.0311428 | val_loss: 0.0311575 | Time: 4029.18 ms [2020-11-23 12:17:55 main:574] : INFO : Epoch 866 | loss: 0.0311424 | val_loss: 0.0311791 | Time: 4087.32 ms [2020-11-23 12:17:59 main:574] : INFO : Epoch 867 | loss: 0.031142 | val_loss: 0.0311587 | Time: 3975.86 ms [2020-11-23 12:18:03 main:574] : INFO : Epoch 868 | loss: 0.0311415 | val_loss: 0.0311564 | Time: 4014.47 ms [2020-11-23 12:18:07 main:574] : INFO : Epoch 869 | loss: 0.0311433 | val_loss: 0.0311579 | Time: 4061.23 ms [2020-11-23 12:18:11 main:574] : INFO : Epoch 870 | loss: 0.031152 | val_loss: 0.0311806 | Time: 4148.63 ms [2020-11-23 12:18:15 main:574] : INFO : Epoch 871 | loss: 0.0311464 | val_loss: 0.0311684 | Time: 3982.77 ms [2020-11-23 12:18:19 main:574] : INFO : Epoch 872 | loss: 0.0311432 | val_loss: 0.0311673 | Time: 4079.84 ms [2020-11-23 12:18:24 main:574] : INFO : Epoch 873 | loss: 0.0311418 | val_loss: 0.0311563 | Time: 4125.02 ms [2020-11-23 12:18:28 main:574] : INFO : Epoch 874 | loss: 0.0311452 | val_loss: 0.0311557 | Time: 4081.8 ms [2020-11-23 12:18:32 main:574] : INFO : Epoch 875 | loss: 0.0311438 | val_loss: 0.0311734 | Time: 3945.68 ms [2020-11-23 12:18:36 main:574] : INFO : Epoch 876 | loss: 0.0311495 | val_loss: 0.0311568 | Time: 4242.9 ms [2020-11-23 12:18:40 main:574] : INFO : Epoch 877 | loss: 0.0311407 | val_loss: 0.0311554 | Time: 4108.76 ms [2020-11-23 12:18:44 main:574] : INFO : Epoch 878 | loss: 0.0311425 | val_loss: 0.0311594 | Time: 4090.31 ms [2020-11-23 12:18:49 main:574] : INFO : Epoch 879 | loss: 0.0311432 | val_loss: 0.0311642 | Time: 4028.96 ms [2020-11-23 12:18:53 main:574] : INFO : Epoch 880 | loss: 0.0311484 | val_loss: 0.0311609 | Time: 4077.04 ms [2020-11-23 12:18:57 main:574] : INFO : Epoch 881 | loss: 0.0311505 | val_loss: 0.0311652 | Time: 4165.2 ms [2020-11-23 12:19:01 main:574] : INFO : Epoch 882 | loss: 0.031148 | val_loss: 0.0311651 | Time: 4022.65 ms [2020-11-23 12:19:06 main:574] : INFO : Epoch 883 | loss: 0.0311509 | val_loss: 0.0311747 | Time: 4021.08 ms [2020-11-23 12:19:10 main:574] : INFO : Epoch 884 | loss: 0.0311507 | val_loss: 0.0311628 | Time: 4153.73 ms [2020-11-23 12:19:14 main:574] : INFO : Epoch 885 | loss: 0.031145 | val_loss: 0.0311591 | Time: 4105.48 ms [2020-11-23 12:19:18 main:574] : INFO : Epoch 886 | loss: 0.0311467 | val_loss: 0.0311677 | Time: 4065.02 ms [2020-11-23 12:19:22 main:574] : INFO : Epoch 887 | loss: 0.0311493 | val_loss: 0.031173 | Time: 4126.49 ms [2020-11-23 12:19:27 main:574] : INFO : Epoch 888 | loss: 0.0311564 | val_loss: 0.0311985 | Time: 4090.61 ms [2020-11-23 12:19:31 main:574] : INFO : Epoch 889 | loss: 0.0311598 | val_loss: 0.0311624 | Time: 4108.3 ms [2020-11-23 12:19:35 main:574] : INFO : Epoch 890 | loss: 0.0311486 | val_loss: 0.0311601 | Time: 4096 ms [2020-11-23 12:19:39 main:574] : INFO : Epoch 891 | loss: 0.0311434 | val_loss: 0.0311573 | Time: 4228.12 ms [2020-11-23 12:19:43 main:574] : INFO : Epoch 892 | loss: 0.0311401 | val_loss: 0.031158 | Time: 4139.6 ms [2020-11-23 12:19:48 main:574] : INFO : Epoch 893 | loss: 0.0311408 | val_loss: 0.0311562 | Time: 4186.23 ms [2020-11-23 12:19:52 main:574] : INFO : Epoch 894 | loss: 0.0311419 | val_loss: 0.031159 | Time: 4035.77 ms [2020-11-23 12:19:56 main:574] : INFO : Epoch 895 | loss: 0.0311476 | val_loss: 0.0311626 | Time: 4168.71 ms [2020-11-23 12:20:00 main:574] : INFO : Epoch 896 | loss: 0.0311458 | val_loss: 0.0311682 | Time: 4085.63 ms [2020-11-23 12:20:04 main:574] : INFO : Epoch 897 | loss: 0.0311472 | val_loss: 0.0311645 | Time: 4041.42 ms [2020-11-23 12:20:08 main:574] : INFO : Epoch 898 | loss: 0.0311394 | val_loss: 0.0311621 | Time: 4059.86 ms [2020-11-23 12:20:13 main:574] : INFO : Epoch 899 | loss: 0.0311386 | val_loss: 0.0311605 | Time: 4066.85 ms [2020-11-23 12:20:17 main:574] : INFO : Epoch 900 | loss: 0.031146 | val_loss: 0.0311675 | Time: 4125.79 ms [2020-11-23 12:20:21 main:574] : INFO : Epoch 901 | loss: 0.0311506 | val_loss: 0.0311632 | Time: 4045.64 ms [2020-11-23 12:20:25 main:574] : INFO : Epoch 902 | loss: 0.0311479 | val_loss: 0.0311641 | Time: 4028.88 ms [2020-11-23 12:20:29 main:574] : INFO : Epoch 903 | loss: 0.0311494 | val_loss: 0.0311644 | Time: 3997.36 ms [2020-11-23 12:20:33 main:574] : INFO : Epoch 904 | loss: 0.0311477 | val_loss: 0.0311884 | Time: 4115.04 ms [2020-11-23 12:20:38 main:574] : INFO : Epoch 905 | loss: 0.0311482 | val_loss: 0.0311662 | Time: 4001.64 ms [2020-11-23 12:20:42 main:574] : INFO : Epoch 906 | loss: 0.0311444 | val_loss: 0.0311652 | Time: 3984.31 ms [2020-11-23 12:20:46 main:574] : INFO : Epoch 907 | loss: 0.0311436 | val_loss: 0.0311775 | Time: 4116.95 ms [2020-11-23 12:20:50 main:574] : INFO : Epoch 908 | loss: 0.031145 | val_loss: 0.0311593 | Time: 4084.63 ms [2020-11-23 12:20:54 main:574] : INFO : Epoch 909 | loss: 0.03114 | val_loss: 0.0311579 | Time: 4171.08 ms [2020-11-23 12:20:59 main:574] : INFO : Epoch 910 | loss: 0.0311466 | val_loss: 0.0311623 | Time: 4228.78 ms [2020-11-23 12:21:03 main:574] : INFO : Epoch 911 | loss: 0.0311407 | val_loss: 0.0311552 | Time: 4060.56 ms [2020-11-23 12:21:07 main:574] : INFO : Epoch 912 | loss: 0.0311389 | val_loss: 0.0311583 | Time: 4199.89 ms [2020-11-23 12:21:11 main:574] : INFO : Epoch 913 | loss: 0.0311375 | val_loss: 0.0311622 | Time: 3989.65 ms [2020-11-23 12:21:15 main:574] : INFO : Epoch 914 | loss: 0.0311489 | val_loss: 0.0311802 | Time: 4182.8 ms [2020-11-23 12:21:20 main:574] : INFO : Epoch 915 | loss: 0.031141 | val_loss: 0.0311569 | Time: 4163.57 ms [2020-11-23 12:21:24 main:574] : INFO : Epoch 916 | loss: 0.0311363 | val_loss: 0.031159 | Time: 3980.54 ms [2020-11-23 12:21:28 main:574] : INFO : Epoch 917 | loss: 0.031139 | val_loss: 0.0311636 | Time: 4320.95 ms [2020-11-23 12:21:32 main:574] : INFO : Epoch 918 | loss: 0.0311373 | val_loss: 0.031158 | Time: 4170.56 ms [2020-11-23 12:21:37 main:574] : INFO : Epoch 919 | loss: 0.0311348 | val_loss: 0.0311638 | Time: 4240.93 ms [2020-11-23 12:21:41 main:574] : INFO : Epoch 920 | loss: 0.0311351 | val_loss: 0.0311603 | Time: 4061.75 ms [2020-11-23 12:21:45 main:574] : INFO : Epoch 921 | loss: 0.0311397 | val_loss: 0.0311595 | Time: 4153.07 ms [2020-11-23 12:21:49 main:574] : INFO : Epoch 922 | loss: 0.031137 | val_loss: 0.0311578 | Time: 4118.99 ms [2020-11-23 12:21:53 main:574] : INFO : Epoch 923 | loss: 0.0311335 | val_loss: 0.0311681 | Time: 4107.92 ms [2020-11-23 12:21:58 main:574] : INFO : Epoch 924 | loss: 0.0311338 | val_loss: 0.03116 | Time: 4093.66 ms [2020-11-23 12:22:02 main:574] : INFO : Epoch 925 | loss: 0.0311363 | val_loss: 0.0311602 | Time: 4105.16 ms [2020-11-23 12:22:06 main:574] : INFO : Epoch 926 | loss: 0.0311393 | val_loss: 0.0311771 | Time: 4075 ms [2020-11-23 12:22:10 main:574] : INFO : Epoch 927 | loss: 0.0311434 | val_loss: 0.0311643 | Time: 4127.86 ms [2020-11-23 12:22:14 main:574] : INFO : Epoch 928 | loss: 0.0311409 | val_loss: 0.0311568 | Time: 3998.04 ms [2020-11-23 12:22:18 main:574] : INFO : Epoch 929 | loss: 0.0311395 | val_loss: 0.0311588 | Time: 4028.12 ms [2020-11-23 12:22:23 main:574] : INFO : Epoch 930 | loss: 0.0311354 | val_loss: 0.0311614 | Time: 4077.88 ms [2020-11-23 12:22:27 main:574] : INFO : Epoch 931 | loss: 0.031139 | val_loss: 0.0311583 | Time: 4097.86 ms [2020-11-23 12:22:31 main:574] : INFO : Epoch 932 | loss: 0.0311368 | val_loss: 0.031156 | Time: 4105.36 ms [2020-11-23 12:22:35 main:574] : INFO : Epoch 933 | loss: 0.0311398 | val_loss: 0.0311651 | Time: 4053.74 ms [2020-11-23 12:22:39 main:574] : INFO : Epoch 934 | loss: 0.0311513 | val_loss: 0.031166 | Time: 4096.07 ms [2020-11-23 12:22:44 main:574] : INFO : Epoch 935 | loss: 0.0311477 | val_loss: 0.0311708 | Time: 4131.06 ms [2020-11-23 12:22:48 main:574] : INFO : Epoch 936 | loss: 0.0311453 | val_loss: 0.03116 | Time: 4213.28 ms [2020-11-23 12:22:52 main:574] : INFO : Epoch 937 | loss: 0.0311378 | val_loss: 0.0311558 | Time: 4046.48 ms [2020-11-23 12:22:56 main:574] : INFO : Epoch 938 | loss: 0.0311378 | val_loss: 0.0311673 | Time: 4069.93 ms [2020-11-23 12:23:00 main:574] : INFO : Epoch 939 | loss: 0.0311403 | val_loss: 0.0311659 | Time: 4124.53 ms [2020-11-23 12:23:04 main:574] : INFO : Epoch 940 | loss: 0.0311363 | val_loss: 0.031163 | Time: 4055.55 ms [2020-11-23 12:23:09 main:574] : INFO : Epoch 941 | loss: 0.0311417 | val_loss: 0.0311672 | Time: 4042.8 ms [2020-11-23 12:23:13 main:574] : INFO : Epoch 942 | loss: 0.0311392 | val_loss: 0.0311627 | Time: 4039.16 ms [2020-11-23 12:23:17 main:574] : INFO : Epoch 943 | loss: 0.0311403 | val_loss: 0.0311623 | Time: 4110.38 ms [2020-11-23 12:23:21 main:574] : INFO : Epoch 944 | loss: 0.0311401 | val_loss: 0.0311643 | Time: 4276.49 ms [2020-11-23 12:23:25 main:574] : INFO : Epoch 945 | loss: 0.031141 | val_loss: 0.0311649 | Time: 4213.77 ms [2020-11-23 12:23:30 main:574] : INFO : Epoch 946 | loss: 0.0311469 | val_loss: 0.0311717 | Time: 4070.23 ms [2020-11-23 12:23:34 main:574] : INFO : Epoch 947 | loss: 0.0311445 | val_loss: 0.0311603 | Time: 3959.4 ms [2020-11-23 12:23:38 main:574] : INFO : Epoch 948 | loss: 0.0311396 | val_loss: 0.0311571 | Time: 4076.58 ms [2020-11-23 12:23:42 main:574] : INFO : Epoch 949 | loss: 0.0311372 | val_loss: 0.0311592 | Time: 4260.23 ms [2020-11-23 12:23:46 main:574] : INFO : Epoch 950 | loss: 0.0311369 | val_loss: 0.0311579 | Time: 4007.61 ms [2020-11-23 12:23:51 main:574] : INFO : Epoch 951 | loss: 0.0311343 | val_loss: 0.0311606 | Time: 4230.87 ms [2020-11-23 12:23:55 main:574] : INFO : Epoch 952 | loss: 0.0311358 | val_loss: 0.0311603 | Time: 4102.06 ms [2020-11-23 12:23:59 main:574] : INFO : Epoch 953 | loss: 0.0311361 | val_loss: 0.0311612 | Time: 4129.87 ms [2020-11-23 12:24:03 main:574] : INFO : Epoch 954 | loss: 0.0311353 | val_loss: 0.0311686 | Time: 4038.97 ms [2020-11-23 12:24:07 main:574] : INFO : Epoch 955 | loss: 0.0311406 | val_loss: 0.0311818 | Time: 4157.19 ms [2020-11-23 12:24:11 main:574] : INFO : Epoch 956 | loss: 0.0311399 | val_loss: 0.0311615 | Time: 3987.85 ms [2020-11-23 12:24:16 main:574] : INFO : Epoch 957 | loss: 0.0311364 | val_loss: 0.0311694 | Time: 4105.89 ms [2020-11-23 12:24:20 main:574] : INFO : Epoch 958 | loss: 0.0311399 | val_loss: 0.0311675 | Time: 4052.4 ms [2020-11-23 12:24:24 main:574] : INFO : Epoch 959 | loss: 0.0311446 | val_loss: 0.0311662 | Time: 4115.08 ms [2020-11-23 12:24:28 main:574] : INFO : Epoch 960 | loss: 0.0311354 | val_loss: 0.0311639 | Time: 3989.83 ms [2020-11-23 12:24:32 main:574] : INFO : Epoch 961 | loss: 0.031144 | val_loss: 0.0311625 | Time: 4097.3 ms [2020-11-23 12:24:36 main:574] : INFO : Epoch 962 | loss: 0.0311387 | val_loss: 0.0311617 | Time: 4288.02 ms [2020-11-23 12:24:41 main:574] : INFO : Epoch 963 | loss: 0.0311345 | val_loss: 0.031159 | Time: 3965.83 ms [2020-11-23 12:24:45 main:574] : INFO : Epoch 964 | loss: 0.031132 | val_loss: 0.031157 | Time: 4145.09 ms [2020-11-23 12:24:49 main:574] : INFO : Epoch 965 | loss: 0.0311321 | val_loss: 0.0311597 | Time: 4107.2 ms [2020-11-23 12:24:53 main:574] : INFO : Epoch 966 | loss: 0.0311333 | val_loss: 0.031173 | Time: 4011.43 ms [2020-11-23 12:24:57 main:574] : INFO : Epoch 967 | loss: 0.031144 | val_loss: 0.0311706 | Time: 3987.09 ms [2020-11-23 12:25:01 main:574] : INFO : Epoch 968 | loss: 0.0311389 | val_loss: 0.0311615 | Time: 4045.03 ms [2020-11-23 12:25:06 main:574] : INFO : Epoch 969 | loss: 0.0311322 | val_loss: 0.0311624 | Time: 3995.96 ms [2020-11-23 12:25:10 main:574] : INFO : Epoch 970 | loss: 0.0311313 | val_loss: 0.0311654 | Time: 4009.35 ms [2020-11-23 12:25:14 main:574] : INFO : Epoch 971 | loss: 0.0311373 | val_loss: 0.0311609 | Time: 4166.48 ms [2020-11-23 12:25:18 main:574] : INFO : Epoch 972 | loss: 0.0311312 | val_loss: 0.0311617 | Time: 4196.55 ms [2020-11-23 12:25:22 main:574] : INFO : Epoch 973 | loss: 0.0311327 | val_loss: 0.0311632 | Time: 4066.25 ms [2020-11-23 12:25:26 main:574] : INFO : Epoch 974 | loss: 0.0311306 | val_loss: 0.0311659 | Time: 3988.22 ms [2020-11-23 12:25:30 main:574] : INFO : Epoch 975 | loss: 0.0311406 | val_loss: 0.0311742 | Time: 4037.83 ms [2020-11-23 12:25:35 main:574] : INFO : Epoch 976 | loss: 0.0311325 | val_loss: 0.031169 | Time: 4111.98 ms [2020-11-23 12:25:39 main:574] : INFO : Epoch 977 | loss: 0.0311348 | val_loss: 0.0311732 | Time: 4258.82 ms [2020-11-23 12:25:43 main:574] : INFO : Epoch 978 | loss: 0.031134 | val_loss: 0.0311759 | Time: 4017.77 ms [2020-11-23 12:25:47 main:574] : INFO : Epoch 979 | loss: 0.0311348 | val_loss: 0.0311614 | Time: 4013.32 ms [2020-11-23 12:25:51 main:574] : INFO : Epoch 980 | loss: 0.0311284 | val_loss: 0.031162 | Time: 4083.84 ms [2020-11-23 12:25:56 main:574] : INFO : Epoch 981 | loss: 0.0311307 | val_loss: 0.0311737 | Time: 4102.04 ms [2020-11-23 12:26:00 main:574] : INFO : Epoch 982 | loss: 0.0311327 | val_loss: 0.0311645 | Time: 4068.37 ms [2020-11-23 12:26:04 main:574] : INFO : Epoch 983 | loss: 0.0311274 | val_loss: 0.0311675 | Time: 4314.12 ms [2020-11-23 12:26:08 main:574] : INFO : Epoch 984 | loss: 0.0311356 | val_loss: 0.0311678 | Time: 4072.25 ms [2020-11-23 12:26:13 main:574] : INFO : Epoch 985 | loss: 0.0311302 | val_loss: 0.0311642 | Time: 4097.93 ms [2020-11-23 12:26:17 main:574] : INFO : Epoch 986 | loss: 0.0311334 | val_loss: 0.0311718 | Time: 4145.75 ms [2020-11-23 12:26:21 main:574] : INFO : Epoch 987 | loss: 0.0311443 | val_loss: 0.0311606 | Time: 4048.84 ms [2020-11-23 12:26:25 main:574] : INFO : Epoch 988 | loss: 0.0311417 | val_loss: 0.0311645 | Time: 4070.34 ms [2020-11-23 12:26:29 main:574] : INFO : Epoch 989 | loss: 0.0311349 | val_loss: 0.0311649 | Time: 4174.59 ms [2020-11-23 12:26:34 main:574] : INFO : Epoch 990 | loss: 0.0311341 | val_loss: 0.0311727 | Time: 4142.49 ms [2020-11-23 12:26:38 main:574] : INFO : Epoch 991 | loss: 0.0311314 | val_loss: 0.0311743 | Time: 4229.2 ms [2020-11-23 12:26:42 main:574] : INFO : Epoch 992 | loss: 0.0311335 | val_loss: 0.0311633 | Time: 4048.63 ms [2020-11-23 12:26:46 main:574] : INFO : Epoch 993 | loss: 0.0311319 | val_loss: 0.0311607 | Time: 3998.09 ms [2020-11-23 12:26:50 main:574] : INFO : Epoch 994 | loss: 0.0311341 | val_loss: 0.0311705 | Time: 4088.09 ms [2020-11-23 12:26:55 main:574] : INFO : Epoch 995 | loss: 0.0311328 | val_loss: 0.0311627 | Time: 4216.33 ms [2020-11-23 12:26:59 main:574] : INFO : Epoch 996 | loss: 0.0311348 | val_loss: 0.0311616 | Time: 4106.07 ms [2020-11-23 12:27:03 main:574] : INFO : Epoch 997 | loss: 0.0311359 | val_loss: 0.0311806 | Time: 4114.01 ms [2020-11-23 12:27:07 main:574] : INFO : Epoch 998 | loss: 0.031141 | val_loss: 0.0311749 | Time: 4117 ms [2020-11-23 12:27:11 main:574] : INFO : Epoch 999 | loss: 0.0311407 | val_loss: 0.0311633 | Time: 4206.05 ms [2020-11-23 12:27:16 main:574] : INFO : Epoch 1000 | loss: 0.0311373 | val_loss: 0.0311751 | Time: 4105.16 ms [2020-11-23 12:27:20 main:574] : INFO : Epoch 1001 | loss: 0.0311392 | val_loss: 0.0311621 | Time: 4194.18 ms [2020-11-23 12:27:24 main:574] : INFO : Epoch 1002 | loss: 0.0311361 | val_loss: 0.0311628 | Time: 4140.74 ms [2020-11-23 12:27:29 main:574] : INFO : Epoch 1003 | loss: 0.0311369 | val_loss: 0.0311632 | Time: 4246.41 ms [2020-11-23 12:27:33 main:574] : INFO : Epoch 1004 | loss: 0.0311384 | val_loss: 0.0311568 | Time: 4024.49 ms [2020-11-23 12:27:37 main:574] : INFO : Epoch 1005 | loss: 0.0311408 | val_loss: 0.0311607 | Time: 4084.74 ms [2020-11-23 12:27:41 main:574] : INFO : Epoch 1006 | loss: 0.0311389 | val_loss: 0.0311606 | Time: 4032.77 ms [2020-11-23 12:27:45 main:574] : INFO : Epoch 1007 | loss: 0.0311326 | val_loss: 0.0311601 | Time: 3995.09 ms [2020-11-23 12:27:49 main:574] : INFO : Epoch 1008 | loss: 0.0311327 | val_loss: 0.0311641 | Time: 4099.44 ms [2020-11-23 12:27:53 main:574] : INFO : Epoch 1009 | loss: 0.031134 | val_loss: 0.0311634 | Time: 4098.43 ms [2020-11-23 12:27:58 main:574] : INFO : Epoch 1010 | loss: 0.0311334 | val_loss: 0.0311647 | Time: 4044.52 ms [2020-11-23 12:28:02 main:574] : INFO : Epoch 1011 | loss: 0.0311312 | val_loss: 0.0311568 | Time: 3997.83 ms [2020-11-23 12:28:06 main:574] : INFO : Epoch 1012 | loss: 0.0311292 | val_loss: 0.0311674 | Time: 4041.21 ms [2020-11-23 12:28:10 main:574] : INFO : Epoch 1013 | loss: 0.0311349 | val_loss: 0.0311631 | Time: 4143.94 ms [2020-11-23 12:28:14 main:574] : INFO : Epoch 1014 | loss: 0.0311312 | val_loss: 0.031164 | Time: 3957.95 ms [2020-11-23 12:28:18 main:574] : INFO : Epoch 1015 | loss: 0.0311312 | val_loss: 0.031183 | Time: 4123.98 ms [2020-11-23 12:28:23 main:574] : INFO : Epoch 1016 | loss: 0.0311391 | val_loss: 0.0311659 | Time: 4292.2 ms [2020-11-23 12:28:27 main:574] : INFO : Epoch 1017 | loss: 0.0311382 | val_loss: 0.0311656 | Time: 4161.54 ms [2020-11-23 12:28:31 main:574] : INFO : Epoch 1018 | loss: 0.0311293 | val_loss: 0.0311667 | Time: 4194.45 ms [2020-11-23 12:28:35 main:574] : INFO : Epoch 1019 | loss: 0.031128 | val_loss: 0.0311606 | Time: 4024.92 ms [2020-11-23 12:28:40 main:574] : INFO : Epoch 1020 | loss: 0.0311294 | val_loss: 0.0311656 | Time: 4162.45 ms [2020-11-23 12:28:44 main:574] : INFO : Epoch 1021 | loss: 0.0311304 | val_loss: 0.0311656 | Time: 4305.85 ms [2020-11-23 12:28:48 main:574] : INFO : Epoch 1022 | loss: 0.0311258 | val_loss: 0.0311651 | Time: 4258.29 ms [2020-11-23 12:28:53 main:574] : INFO : Epoch 1023 | loss: 0.0311249 | val_loss: 0.031166 | Time: 4155.72 ms [2020-11-23 12:28:57 main:574] : INFO : Epoch 1024 | loss: 0.0311275 | val_loss: 0.0311628 | Time: 4043.16 ms [2020-11-23 12:28:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311628 [2020-11-23 12:28:57 main:603] : INFO : Saving end state to config to file [2020-11-23 12:28:57 main:608] : INFO : Success, exiting.. 12:28:57 (2704): 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)