Task 3741635
| Name | ParityMachine-1606531457-28700-9_2 |
| Workunit | 1837318 |
| Created | 20 Jan 2021, 8:00:33 UTC |
| Sent | 20 Jan 2021, 8:11:53 UTC |
| Report deadline | 27 Jan 2021, 8:11:53 UTC |
| Received | 20 Jan 2021, 10:59:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2152 |
| Run time | 1 hours 39 min 15 sec |
| CPU time | 1 hours 27 min 9 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,458.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 514 | loss: 0.031172 | val_loss: 0.0311791 | Time: 5768.53 ms [2021-01-20 01:10:27 main:574] : INFO : Epoch 515 | loss: 0.0311718 | val_loss: 0.03118 | Time: 5684.3 ms [2021-01-20 01:10:33 main:574] : INFO : Epoch 516 | loss: 0.0311718 | val_loss: 0.0311775 | Time: 5707.89 ms [2021-01-20 01:10:39 main:574] : INFO : Epoch 517 | loss: 0.0311708 | val_loss: 0.0311778 | Time: 5737.58 ms [2021-01-20 01:10:44 main:574] : INFO : Epoch 518 | loss: 0.0311715 | val_loss: 0.0311775 | Time: 5799.76 ms [2021-01-20 01:10:50 main:574] : INFO : Epoch 519 | loss: 0.0311696 | val_loss: 0.0311766 | Time: 5702.91 ms [2021-01-20 01:10:56 main:574] : INFO : Epoch 520 | loss: 0.0311698 | val_loss: 0.0311766 | Time: 5700.91 ms [2021-01-20 01:11:02 main:574] : INFO : Epoch 521 | loss: 0.0311719 | val_loss: 0.0311779 | Time: 5700.37 ms [2021-01-20 01:11:08 main:574] : INFO : Epoch 522 | loss: 0.0311722 | val_loss: 0.0311766 | Time: 5713.76 ms [2021-01-20 01:11:13 main:574] : INFO : Epoch 523 | loss: 0.0311712 | val_loss: 0.0311757 | Time: 5797.58 ms [2021-01-20 01:11:19 main:574] : INFO : Epoch 524 | loss: 0.0311723 | val_loss: 0.0311761 | Time: 5676.57 ms [2021-01-20 01:11:25 main:574] : INFO : Epoch 525 | loss: 0.031172 | val_loss: 0.0311767 | Time: 5742.73 ms [2021-01-20 01:11:31 main:574] : INFO : Epoch 526 | loss: 0.0311704 | val_loss: 0.0311761 | Time: 5761.88 ms [2021-01-20 01:11:37 main:574] : INFO : Epoch 527 | loss: 0.0311707 | val_loss: 0.0311775 | Time: 5706.45 ms [2021-01-20 01:11:43 main:574] : INFO : Epoch 528 | loss: 0.0311732 | val_loss: 0.0311759 | Time: 5708.98 ms [2021-01-20 01:11:48 main:574] : INFO : Epoch 529 | loss: 0.0311693 | val_loss: 0.0311748 | Time: 5723.7 ms [2021-01-20 01:11:54 main:574] : INFO : Epoch 530 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 5672.05 ms [2021-01-20 01:12:00 main:574] : INFO : Epoch 531 | loss: 0.0311705 | val_loss: 0.0311766 | Time: 5723.76 ms [2021-01-20 01:12:06 main:574] : INFO : Epoch 532 | loss: 0.0311688 | val_loss: 0.0311742 | Time: 5713.71 ms [2021-01-20 01:12:11 main:574] : INFO : Epoch 533 | loss: 0.0311687 | val_loss: 0.0311739 | Time: 5747.06 ms [2021-01-20 01:12:17 main:574] : INFO : Epoch 534 | loss: 0.0311687 | val_loss: 0.0311739 | Time: 5665.71 ms [2021-01-20 01:12:23 main:574] : INFO : Epoch 535 | loss: 0.0311681 | val_loss: 0.0311736 | Time: 5737.53 ms [2021-01-20 01:12:29 main:574] : INFO : Epoch 536 | loss: 0.0311674 | val_loss: 0.0311735 | Time: 5705.37 ms [2021-01-20 01:12:35 main:574] : INFO : Epoch 537 | loss: 0.0311686 | val_loss: 0.0311733 | Time: 5668.72 ms [2021-01-20 01:12:40 main:574] : INFO : Epoch 538 | loss: 0.031168 | val_loss: 0.0311743 | Time: 5717.51 ms [2021-01-20 01:12:46 main:574] : INFO : Epoch 539 | loss: 0.0311674 | val_loss: 0.0311739 | Time: 5668.3 ms [2021-01-20 01:12:52 main:574] : INFO : Epoch 540 | loss: 0.0311678 | val_loss: 0.0311737 | Time: 5758.88 ms [2021-01-20 01:12:58 main:574] : INFO : Epoch 541 | loss: 0.0311691 | val_loss: 0.031177 | Time: 5721.73 ms [2021-01-20 01:13:04 main:574] : INFO : Epoch 542 | loss: 0.0311733 | val_loss: 0.031179 | Time: 5730.08 ms [2021-01-20 01:13:09 main:574] : INFO : Epoch 543 | loss: 0.0311697 | val_loss: 0.0311737 | Time: 5656.85 ms [2021-01-20 01:13:15 main:574] : INFO : Epoch 544 | loss: 0.0311671 | val_loss: 0.031175 | Time: 5685.63 ms [2021-01-20 01:13:21 main:574] : INFO : Epoch 545 | loss: 0.0311678 | val_loss: 0.031173 | Time: 5667.69 ms [2021-01-20 01:13:27 main:574] : INFO : Epoch 546 | loss: 0.0311664 | val_loss: 0.0311777 | Time: 5802.66 ms [2021-01-20 01:13:32 main:574] : INFO : Epoch 547 | loss: 0.0311674 | val_loss: 0.0311753 | Time: 5658.76 ms [2021-01-20 01:13:38 main:574] : INFO : Epoch 548 | loss: 0.0311678 | val_loss: 0.0311754 | Time: 5657.29 ms [2021-01-20 01:13:44 main:574] : INFO : Epoch 549 | loss: 0.0311678 | val_loss: 0.0311733 | Time: 5660.23 ms [2021-01-20 01:13:50 main:574] : INFO : Epoch 550 | loss: 0.0311678 | val_loss: 0.0311736 | Time: 5693.63 ms [2021-01-20 01:13:56 main:574] : INFO : Epoch 551 | loss: 0.0311671 | val_loss: 0.0311769 | Time: 5731.05 ms [2021-01-20 01:14:01 main:574] : INFO : Epoch 552 | loss: 0.0311668 | val_loss: 0.0311742 | Time: 5732.61 ms [2021-01-20 01:14:07 main:574] : INFO : Epoch 553 | loss: 0.0311656 | val_loss: 0.0311749 | Time: 5729.77 ms [2021-01-20 01:14:13 main:574] : INFO : Epoch 554 | loss: 0.0311659 | val_loss: 0.0311743 | Time: 5683.7 ms [2021-01-20 01:14:19 main:574] : INFO : Epoch 555 | loss: 0.0311671 | val_loss: 0.0311764 | Time: 5664.46 ms [2021-01-20 01:14:24 main:574] : INFO : Epoch 556 | loss: 0.0311692 | val_loss: 0.0311751 | Time: 5682.48 ms [2021-01-20 01:14:30 main:574] : INFO : Epoch 557 | loss: 0.0311741 | val_loss: 0.0311761 | Time: 5722.4 ms [2021-01-20 01:14:36 main:574] : INFO : Epoch 558 | loss: 0.0311746 | val_loss: 0.0311753 | Time: 5800.16 ms [2021-01-20 01:14:42 main:574] : INFO : Epoch 559 | loss: 0.031174 | val_loss: 0.0311767 | Time: 5681.57 ms [2021-01-20 01:14:48 main:574] : INFO : Epoch 560 | loss: 0.0311711 | val_loss: 0.0311743 | Time: 5719.09 ms [2021-01-20 01:14:54 main:574] : INFO : Epoch 561 | loss: 0.031172 | val_loss: 0.0311778 | Time: 5664.98 ms [2021-01-20 01:14:59 main:574] : INFO : Epoch 562 | loss: 0.0311703 | val_loss: 0.0311768 | Time: 5702.56 ms [2021-01-20 01:15:05 main:574] : INFO : Epoch 563 | loss: 0.0311696 | val_loss: 0.0311796 | Time: 5673.65 ms [2021-01-20 01:15:11 main:574] : INFO : Epoch 564 | loss: 0.0311709 | val_loss: 0.031176 | Time: 5657.96 ms [2021-01-20 01:15:17 main:574] : INFO : Epoch 565 | loss: 0.0311685 | val_loss: 0.0311761 | Time: 5696.14 ms [2021-01-20 01:15:22 main:574] : INFO : Epoch 566 | loss: 0.0311698 | val_loss: 0.0311739 | Time: 5724.02 ms [2021-01-20 01:15:28 main:574] : INFO : Epoch 567 | loss: 0.0311693 | val_loss: 0.031173 | Time: 5765.14 ms [2021-01-20 01:15:34 main:574] : INFO : Epoch 568 | loss: 0.0311708 | val_loss: 0.0311768 | Time: 5802.81 ms [2021-01-20 01:15:40 main:574] : INFO : Epoch 569 | loss: 0.0311705 | val_loss: 0.0311764 | Time: 5661.4 ms [2021-01-20 01:15:46 main:574] : INFO : Epoch 570 | loss: 0.0311718 | val_loss: 0.0311769 | Time: 5695.7 ms [2021-01-20 01:15:51 main:574] : INFO : Epoch 571 | loss: 0.031171 | val_loss: 0.031179 | Time: 5690.74 ms [2021-01-20 01:15:57 main:574] : INFO : Epoch 572 | loss: 0.0311723 | val_loss: 0.0311747 | Time: 5655.19 ms [2021-01-20 01:16:03 main:574] : INFO : Epoch 573 | loss: 0.0311703 | val_loss: 0.0311756 | Time: 5659.39 ms [2021-01-20 01:16:09 main:574] : INFO : Epoch 574 | loss: 0.031168 | val_loss: 0.0311749 | Time: 5734.02 ms [2021-01-20 01:16:14 main:574] : INFO : Epoch 575 | loss: 0.0311687 | val_loss: 0.031177 | Time: 5693.81 ms [2021-01-20 01:16:20 main:574] : INFO : Epoch 576 | loss: 0.0311671 | val_loss: 0.0311745 | Time: 5728.96 ms [2021-01-20 01:16:26 main:574] : INFO : Epoch 577 | loss: 0.0311671 | val_loss: 0.0311754 | Time: 5807 ms [2021-01-20 01:16:32 main:574] : INFO : Epoch 578 | loss: 0.0311688 | val_loss: 0.031175 | Time: 5661.25 ms [2021-01-20 01:16:38 main:574] : INFO : Epoch 579 | loss: 0.0311681 | val_loss: 0.0311749 | Time: 5715.18 ms [2021-01-20 01:16:43 main:574] : INFO : Epoch 580 | loss: 0.0311678 | val_loss: 0.0311744 | Time: 5692.71 ms [2021-01-20 01:16:49 main:574] : INFO : Epoch 581 | loss: 0.0311671 | val_loss: 0.0311738 | Time: 5758.19 ms [2021-01-20 01:16:55 main:574] : INFO : Epoch 582 | loss: 0.0311689 | val_loss: 0.0311815 | Time: 5661.14 ms [2021-01-20 01:17:01 main:574] : INFO : Epoch 583 | loss: 0.0311698 | val_loss: 0.0311755 | Time: 5742.34 ms [2021-01-20 01:17:06 main:574] : INFO : Epoch 584 | loss: 0.0311684 | val_loss: 0.031175 | Time: 5655.16 ms [2021-01-20 01:17:12 main:574] : INFO : Epoch 585 | loss: 0.0311666 | val_loss: 0.0311729 | Time: 5687.58 ms [2021-01-20 01:17:18 main:574] : INFO : Epoch 586 | loss: 0.031167 | val_loss: 0.0311737 | Time: 5692.75 ms [2021-01-20 01:17:24 main:574] : INFO : Epoch 587 | loss: 0.0311666 | val_loss: 0.0311755 | Time: 5659.65 ms [2021-01-20 01:17:30 main:574] : INFO : Epoch 588 | loss: 0.031167 | val_loss: 0.0311794 | Time: 5755.8 ms [2021-01-20 01:17:35 main:574] : INFO : Epoch 589 | loss: 0.0311685 | val_loss: 0.0311741 | Time: 5734.87 ms [2021-01-20 01:17:41 main:574] : INFO : Epoch 590 | loss: 0.0311675 | val_loss: 0.0311734 | Time: 5661.91 ms [2021-01-20 01:17:47 main:574] : INFO : Epoch 591 | loss: 0.0311669 | val_loss: 0.0311735 | Time: 5659.42 ms [2021-01-20 01:17:53 main:574] : INFO : Epoch 592 | loss: 0.0311701 | val_loss: 0.0311756 | Time: 5699.9 ms [2021-01-20 01:17:58 main:574] : INFO : Epoch 593 | loss: 0.0311675 | val_loss: 0.0311734 | Time: 5687.78 ms [2021-01-20 01:18:04 main:574] : INFO : Epoch 594 | loss: 0.0311665 | val_loss: 0.0311731 | Time: 5700.71 ms [2021-01-20 01:18:10 main:574] : INFO : Epoch 595 | loss: 0.0311667 | val_loss: 0.031172 | Time: 5787.3 ms [2021-01-20 01:18:16 main:574] : INFO : Epoch 596 | loss: 0.0311659 | val_loss: 0.0311741 | Time: 5692.95 ms [2021-01-20 01:18:22 main:574] : INFO : Epoch 597 | loss: 0.0311703 | val_loss: 0.0311807 | Time: 5664.96 ms [2021-01-20 01:18:27 main:574] : INFO : Epoch 598 | loss: 0.0311716 | val_loss: 0.0311704 | Time: 5777.67 ms [2021-01-20 01:18:33 main:574] : INFO : Epoch 599 | loss: 0.0311727 | val_loss: 0.031182 | Time: 5672.79 ms [2021-01-20 01:18:39 main:574] : INFO : Epoch 600 | loss: 0.0311712 | val_loss: 0.0311752 | Time: 5721.06 ms [2021-01-20 01:18:45 main:574] : INFO : Epoch 601 | loss: 0.0311681 | val_loss: 0.0311738 | Time: 5690.18 ms [2021-01-20 01:18:51 main:574] : INFO : Epoch 602 | loss: 0.0311667 | val_loss: 0.0311756 | Time: 5678.82 ms [2021-01-20 01:18:56 main:574] : INFO : Epoch 603 | loss: 0.0311674 | val_loss: 0.0311717 | Time: 5772.97 ms [2021-01-20 01:19:02 main:574] : INFO : Epoch 604 | loss: 0.0311679 | val_loss: 0.0311729 | Time: 5673.91 ms [2021-01-20 01:19:08 main:574] : INFO : Epoch 605 | loss: 0.0311678 | val_loss: 0.0311713 | Time: 5720.8 ms [2021-01-20 01:19:14 main:574] : INFO : Epoch 606 | loss: 0.0311659 | val_loss: 0.031173 | Time: 5713.85 ms [2021-01-20 01:19:19 main:574] : INFO : Epoch 607 | loss: 0.0311656 | val_loss: 0.0311717 | Time: 5734.92 ms [2021-01-20 01:19:25 main:574] : INFO : Epoch 608 | loss: 0.0311651 | val_loss: 0.0311757 | Time: 5699.66 ms [2021-01-20 01:19:31 main:574] : INFO : Epoch 609 | loss: 0.0311667 | val_loss: 0.0311792 | Time: 5720.04 ms [2021-01-20 01:19:37 main:574] : INFO : Epoch 610 | loss: 0.0311681 | val_loss: 0.0311767 | Time: 5689.44 ms [2021-01-20 01:19:43 main:574] : INFO : Epoch 611 | loss: 0.031174 | val_loss: 0.031179 | Time: 5718.22 ms [2021-01-20 01:19:48 main:574] : INFO : Epoch 612 | loss: 0.0311728 | val_loss: 0.0311781 | Time: 5665.83 ms [2021-01-20 01:19:54 main:574] : INFO : Epoch 613 | loss: 0.0311707 | val_loss: 0.031176 | Time: 5770.75 ms [2021-01-20 01:20:00 main:574] : INFO : Epoch 614 | loss: 0.0311708 | val_loss: 0.0311767 | Time: 5691.51 ms [2021-01-20 01:20:06 main:574] : INFO : Epoch 615 | loss: 0.031174 | val_loss: 0.0311837 | Time: 5687.92 ms [2021-01-20 01:20:12 main:574] : INFO : Epoch 616 | loss: 0.0311718 | val_loss: 0.0311784 | Time: 5685.13 ms [2021-01-20 01:20:17 main:574] : INFO : Epoch 617 | loss: 0.0311701 | val_loss: 0.0311766 | Time: 5683.33 ms [2021-01-20 01:20:23 main:574] : INFO : Epoch 618 | loss: 0.0311712 | val_loss: 0.0311802 | Time: 5687.38 ms [2021-01-20 01:20:29 main:574] : INFO : Epoch 619 | loss: 0.0311705 | val_loss: 0.0311787 | Time: 5660.64 ms [2021-01-20 01:20:35 main:574] : INFO : Epoch 620 | loss: 0.0311699 | val_loss: 0.0311755 | Time: 5688.32 ms [2021-01-20 01:20:40 main:574] : INFO : Epoch 621 | loss: 0.0311692 | val_loss: 0.0311757 | Time: 5672.71 ms [2021-01-20 01:20:46 main:574] : INFO : Epoch 622 | loss: 0.0311684 | val_loss: 0.0311768 | Time: 5672.67 ms [2021-01-20 01:20:52 main:574] : INFO : Epoch 623 | loss: 0.0311694 | val_loss: 0.0311768 | Time: 5660.82 ms [2021-01-20 01:20:58 main:574] : INFO : Epoch 624 | loss: 0.0311697 | val_loss: 0.031179 | Time: 5721.35 ms [2021-01-20 01:21:04 main:574] : INFO : Epoch 625 | loss: 0.0311694 | val_loss: 0.0311763 | Time: 5666.99 ms [2021-01-20 01:21:09 main:574] : INFO : Epoch 626 | loss: 0.0311696 | val_loss: 0.0311799 | Time: 5776.13 ms [2021-01-20 01:21:15 main:574] : INFO : Epoch 627 | loss: 0.0311706 | val_loss: 0.0311781 | Time: 5691.01 ms [2021-01-20 01:21:21 main:574] : INFO : Epoch 628 | loss: 0.0311704 | val_loss: 0.0311815 | Time: 5665.59 ms [2021-01-20 01:21:27 main:574] : INFO : Epoch 629 | loss: 0.031172 | val_loss: 0.0311799 | Time: 5658.35 ms [2021-01-20 01:21:33 main:574] : INFO : Epoch 630 | loss: 0.031175 | val_loss: 0.0311776 | Time: 5731.1 ms [2021-01-20 01:21:38 main:574] : INFO : Epoch 631 | loss: 0.0311741 | val_loss: 0.0311845 | Time: 5733.21 ms [2021-01-20 01:21:44 main:574] : INFO : Epoch 632 | loss: 0.0311808 | val_loss: 0.0311772 | Time: 5728.37 ms [2021-01-20 01:21:50 main:574] : INFO : Epoch 633 | loss: 0.031178 | val_loss: 0.0311763 | Time: 5682.38 ms [2021-01-20 01:21:56 main:574] : INFO : Epoch 634 | loss: 0.0311767 | val_loss: 0.0311768 | Time: 5712.96 ms [2021-01-20 01:22:02 main:574] : INFO : Epoch 635 | loss: 0.0311751 | val_loss: 0.0311764 | Time: 5710.36 ms [2021-01-20 01:22:07 main:574] : INFO : Epoch 636 | loss: 0.0311755 | val_loss: 0.0311764 | Time: 5667.71 ms [2021-01-20 01:22:13 main:574] : INFO : Epoch 637 | loss: 0.0311752 | val_loss: 0.031176 | Time: 5715.88 ms [2021-01-20 01:22:19 main:574] : INFO : Epoch 638 | loss: 0.0311752 | val_loss: 0.0311759 | Time: 5759.13 ms [2021-01-20 01:22:25 main:574] : INFO : Epoch 639 | loss: 0.0311731 | val_loss: 0.0311778 | Time: 5735.66 ms [2021-01-20 01:22:30 main:574] : INFO : Epoch 640 | loss: 0.0311741 | val_loss: 0.031177 | Time: 5716.79 ms [2021-01-20 01:22:36 main:574] : INFO : Epoch 641 | loss: 0.0311745 | val_loss: 0.0311794 | Time: 5716.09 ms [2021-01-20 01:22:42 main:574] : INFO : Epoch 642 | loss: 0.0311755 | val_loss: 0.0311797 | Time: 5696.88 ms [2021-01-20 01:22:48 main:574] : INFO : Epoch 643 | loss: 0.0311754 | val_loss: 0.0311773 | Time: 5706.69 ms [2021-01-20 01:22:54 main:574] : INFO : Epoch 644 | loss: 0.0311752 | val_loss: 0.0311759 | Time: 5681.81 ms [2021-01-20 01:22:59 main:574] : INFO : Epoch 645 | loss: 0.0311754 | val_loss: 0.0311761 | Time: 5661.42 ms [2021-01-20 01:23:05 main:574] : INFO : Epoch 646 | loss: 0.0311781 | val_loss: 0.0311875 | Time: 5728.12 ms [2021-01-20 01:23:11 main:574] : INFO : Epoch 647 | loss: 0.0311844 | val_loss: 0.0311836 | Time: 5685.97 ms [2021-01-20 01:23:17 main:574] : INFO : Epoch 648 | loss: 0.0311864 | val_loss: 0.0311869 | Time: 5675.65 ms [2021-01-20 01:23:22 main:574] : INFO : Epoch 649 | loss: 0.0311927 | val_loss: 0.0311918 | Time: 5655.05 ms [2021-01-20 01:23:28 main:574] : INFO : Epoch 650 | loss: 0.0311919 | val_loss: 0.0311908 | Time: 5675.12 ms [2021-01-20 01:23:34 main:574] : INFO : Epoch 651 | loss: 0.0311907 | val_loss: 0.031193 | Time: 5649.79 ms [2021-01-20 01:23:40 main:574] : INFO : Epoch 652 | loss: 0.0311915 | val_loss: 0.0311919 | Time: 5714.41 ms [2021-01-20 01:23:45 main:574] : INFO : Epoch 653 | loss: 0.0311956 | val_loss: 0.0311994 | Time: 5667.6 ms [2021-01-20 01:23:51 main:574] : INFO : Epoch 654 | loss: 0.0311937 | val_loss: 0.0311927 | Time: 5653.44 ms [2021-01-20 01:23:57 main:574] : INFO : Epoch 655 | loss: 0.0311909 | val_loss: 0.0311944 | Time: 5761.35 ms [2021-01-20 01:24:03 main:574] : INFO : Epoch 656 | loss: 0.0311907 | val_loss: 0.0312001 | Time: 5746.38 ms [2021-01-20 01:24:09 main:574] : INFO : Epoch 657 | loss: 0.031193 | val_loss: 0.0311948 | Time: 5699.98 ms [2021-01-20 01:24:14 main:574] : INFO : Epoch 658 | loss: 0.0311893 | val_loss: 0.0311918 | Time: 5713.22 ms [2021-01-20 01:24:20 main:574] : INFO : Epoch 659 | loss: 0.0311884 | val_loss: 0.0311909 | Time: 5677.05 ms [2021-01-20 01:24:26 main:574] : INFO : Epoch 660 | loss: 0.0311877 | val_loss: 0.0311918 | Time: 5710.26 ms [2021-01-20 01:24:32 main:574] : INFO : Epoch 661 | loss: 0.0311895 | val_loss: 0.0311917 | Time: 5657.52 ms [2021-01-20 01:24:37 main:574] : INFO : Epoch 662 | loss: 0.0311888 | val_loss: 0.0311948 | Time: 5691.92 ms [2021-01-20 01:24:43 main:574] : INFO : Epoch 663 | loss: 0.0311878 | val_loss: 0.0311891 | Time: 5700.8 ms [2021-01-20 01:24:49 main:574] : INFO : Epoch 664 | loss: 0.0311888 | val_loss: 0.0311945 | Time: 5733.33 ms [2021-01-20 01:24:55 main:574] : INFO : Epoch 665 | loss: 0.0311881 | val_loss: 0.0311972 | Time: 5675.28 ms [2021-01-20 01:25:00 main:574] : INFO : Epoch 666 | loss: 0.0311872 | val_loss: 0.0311904 | Time: 5691.75 ms [2021-01-20 01:25:06 main:574] : INFO : Epoch 667 | loss: 0.0311863 | val_loss: 0.0311892 | Time: 5659.15 ms [2021-01-20 01:25:12 main:574] : INFO : Epoch 668 | loss: 0.0311867 | val_loss: 0.0311902 | Time: 5668.25 ms [2021-01-20 01:25:18 main:574] : INFO : Epoch 669 | loss: 0.0311904 | val_loss: 0.0311939 | Time: 5728.12 ms [2021-01-20 01:25:24 main:574] : INFO : Epoch 670 | loss: 0.0311904 | val_loss: 0.031188 | Time: 5758.73 ms [2021-01-20 01:25:29 main:574] : INFO : Epoch 671 | loss: 0.0311904 | val_loss: 0.0311878 | Time: 5665.79 ms [2021-01-20 01:25:35 main:574] : INFO : Epoch 672 | loss: 0.0311899 | val_loss: 0.0311892 | Time: 5704.24 ms [2021-01-20 01:25:41 main:574] : INFO : Epoch 673 | loss: 0.0311863 | val_loss: 0.0311864 | Time: 5727.2 ms [2021-01-20 01:25:47 main:574] : INFO : Epoch 674 | loss: 0.0311854 | val_loss: 0.0311867 | Time: 5739.66 ms [2021-01-20 01:25:52 main:574] : INFO : Epoch 675 | loss: 0.0311852 | val_loss: 0.0311863 | Time: 5681.35 ms [2021-01-20 01:25:58 main:574] : INFO : Epoch 676 | loss: 0.031185 | val_loss: 0.0311867 | Time: 5657.51 ms [2021-01-20 01:26:04 main:574] : INFO : Epoch 677 | loss: 0.0311848 | val_loss: 0.0311866 | Time: 5677.36 ms [2021-01-20 01:26:10 main:574] : INFO : Epoch 678 | loss: 0.0311849 | val_loss: 0.0311865 | Time: 5758.07 ms [2021-01-20 01:26:16 main:574] : INFO : Epoch 679 | loss: 0.0311845 | val_loss: 0.0311862 | Time: 5670.94 ms [2021-01-20 01:26:21 main:574] : INFO : Epoch 680 | loss: 0.0311837 | val_loss: 0.0311865 | Time: 5657.53 ms [2021-01-20 01:26:27 main:574] : INFO : Epoch 681 | loss: 0.031185 | val_loss: 0.0311871 | Time: 5713.27 ms [2021-01-20 01:26:33 main:574] : INFO : Epoch 682 | loss: 0.0311866 | val_loss: 0.03119 | Time: 5748.08 ms [2021-01-20 01:26:39 main:574] : INFO : Epoch 683 | loss: 0.0311921 | val_loss: 0.0311896 | Time: 5700.63 ms [2021-01-20 01:26:45 main:574] : INFO : Epoch 684 | loss: 0.0311896 | val_loss: 0.0311879 | Time: 5762.42 ms [2021-01-20 01:26:50 main:574] : INFO : Epoch 685 | loss: 0.031185 | val_loss: 0.0311884 | Time: 5663.21 ms [2021-01-20 01:26:56 main:574] : INFO : Epoch 686 | loss: 0.0311857 | val_loss: 0.0311909 | Time: 5782.49 ms [2021-01-20 01:27:02 main:574] : INFO : Epoch 687 | loss: 0.031184 | val_loss: 0.031186 | Time: 5664.29 ms [2021-01-20 01:27:08 main:574] : INFO : Epoch 688 | loss: 0.0311835 | val_loss: 0.0311854 | Time: 5665.22 ms [2021-01-20 01:27:13 main:574] : INFO : Epoch 689 | loss: 0.0311842 | val_loss: 0.0311853 | Time: 5671.61 ms [2021-01-20 01:27:19 main:574] : INFO : Epoch 690 | loss: 0.031185 | val_loss: 0.0311878 | Time: 5685.88 ms [2021-01-20 01:27:25 main:574] : INFO : Epoch 691 | loss: 0.0311836 | val_loss: 0.0311877 | Time: 5665.77 ms [2021-01-20 01:27:31 main:574] : INFO : Epoch 692 | loss: 0.0311843 | val_loss: 0.0311857 | Time: 5686.71 ms [2021-01-20 01:27:36 main:574] : INFO : Epoch 693 | loss: 0.031185 | val_loss: 0.0311909 | Time: 5721.37 ms [2021-01-20 01:27:42 main:574] : INFO : Epoch 694 | loss: 0.0311855 | val_loss: 0.0311869 | Time: 5706.47 ms [2021-01-20 01:27:48 main:574] : INFO : Epoch 695 | loss: 0.0311847 | val_loss: 0.0311869 | Time: 5677.95 ms [2021-01-20 01:27:54 main:574] : INFO : Epoch 696 | loss: 0.0311834 | val_loss: 0.031186 | Time: 5694.54 ms [2021-01-20 01:27:59 main:574] : INFO : Epoch 697 | loss: 0.0311838 | val_loss: 0.0311885 | Time: 5713.13 ms [2021-01-20 01:28:05 main:574] : INFO : Epoch 698 | loss: 0.0311841 | val_loss: 0.0311867 | Time: 5673.2 ms [2021-01-20 01:28:11 main:574] : INFO : Epoch 699 | loss: 0.0311823 | val_loss: 0.0311896 | Time: 5793.2 ms [2021-01-20 01:28:17 main:574] : INFO : Epoch 700 | loss: 0.0311836 | val_loss: 0.0311863 | Time: 5721.99 ms [2021-01-20 01:28:23 main:574] : INFO : Epoch 701 | loss: 0.0311846 | val_loss: 0.0311889 | Time: 5660.13 ms [2021-01-20 01:28:28 main:574] : INFO : Epoch 702 | loss: 0.0311829 | val_loss: 0.0311871 | Time: 5695.09 ms [2021-01-20 01:28:34 main:574] : INFO : Epoch 703 | loss: 0.0311818 | val_loss: 0.0311864 | Time: 5720.43 ms [2021-01-20 01:28:40 main:574] : INFO : Epoch 704 | loss: 0.0311817 | val_loss: 0.031187 | Time: 5677.03 ms [2021-01-20 01:28:46 main:574] : INFO : Epoch 705 | loss: 0.0311817 | val_loss: 0.0311884 | Time: 5725.54 ms [2021-01-20 01:28:51 main:574] : INFO : Epoch 706 | loss: 0.0311832 | val_loss: 0.0311928 | Time: 5715.47 ms [2021-01-20 01:28:57 main:574] : INFO : Epoch 707 | loss: 0.0311836 | val_loss: 0.031192 | Time: 5708.21 ms [2021-01-20 01:29:03 main:574] : INFO : Epoch 708 | loss: 0.0311821 | val_loss: 0.0311875 | Time: 5678.76 ms [2021-01-20 01:29:09 main:574] : INFO : Epoch 709 | loss: 0.031181 | val_loss: 0.0311869 | Time: 5740.71 ms [2021-01-20 01:29:15 main:574] : INFO : Epoch 710 | loss: 0.0311812 | val_loss: 0.0311866 | Time: 5707.62 ms [2021-01-20 01:29:20 main:574] : INFO : Epoch 711 | loss: 0.0311804 | val_loss: 0.0311868 | Time: 5794.2 ms [2021-01-20 01:29:26 main:574] : INFO : Epoch 712 | loss: 0.0311808 | val_loss: 0.0311858 | Time: 5738.66 ms [2021-01-20 01:29:32 main:574] : INFO : Epoch 713 | loss: 0.0311817 | val_loss: 0.0311866 | Time: 5703.66 ms [2021-01-20 01:29:38 main:574] : INFO : Epoch 714 | loss: 0.0311813 | val_loss: 0.0311873 | Time: 5691.19 ms [2021-01-20 01:29:44 main:574] : INFO : Epoch 715 | loss: 0.0311811 | val_loss: 0.0311877 | Time: 5720.71 ms [2021-01-20 01:29:49 main:574] : INFO : Epoch 716 | loss: 0.0311817 | val_loss: 0.0311864 | Time: 5696.85 ms [2021-01-20 01:29:55 main:574] : INFO : Epoch 717 | loss: 0.0311813 | val_loss: 0.0311906 | Time: 5661.41 ms [2021-01-20 01:30:01 main:574] : INFO : Epoch 718 | loss: 0.0311852 | val_loss: 0.031187 | Time: 5711.6 ms [2021-01-20 01:30:07 main:574] : INFO : Epoch 719 | loss: 0.0311826 | val_loss: 0.0311858 | Time: 5739.53 ms [2021-01-20 01:30:12 main:574] : INFO : Epoch 720 | loss: 0.031184 | val_loss: 0.0311869 | Time: 5659.49 ms [2021-01-20 01:30:18 main:574] : INFO : Epoch 721 | loss: 0.0311875 | val_loss: 0.0311944 | Time: 5683.61 ms [2021-01-20 01:30:24 main:574] : INFO : Epoch 722 | loss: 0.0311869 | val_loss: 0.0311868 | Time: 5660.63 ms [2021-01-20 01:30:30 main:574] : INFO : Epoch 723 | loss: 0.031184 | val_loss: 0.0311917 | Time: 5731.98 ms [2021-01-20 01:30:35 main:574] : INFO : Epoch 724 | loss: 0.0311845 | val_loss: 0.0311884 | Time: 5655.09 ms [2021-01-20 01:30:41 main:574] : INFO : Epoch 725 | loss: 0.0311812 | val_loss: 0.0311863 | Time: 5685.32 ms [2021-01-20 01:30:47 main:574] : INFO : Epoch 726 | loss: 0.0311807 | val_loss: 0.031189 | Time: 5701.6 ms [2021-01-20 01:30:53 main:574] : INFO : Epoch 727 | loss: 0.0311805 | val_loss: 0.0311858 | Time: 5677.75 ms [2021-01-20 01:30:59 main:574] : INFO : Epoch 728 | loss: 0.0311812 | val_loss: 0.0311862 | Time: 5666.07 ms [2021-01-20 01:31:04 main:574] : INFO : Epoch 729 | loss: 0.0311825 | val_loss: 0.0311886 | Time: 5678.01 ms [2021-01-20 01:31:10 main:574] : INFO : Epoch 730 | loss: 0.0311822 | val_loss: 0.0311866 | Time: 5690.29 ms [2021-01-20 01:31:16 main:574] : INFO : Epoch 731 | loss: 0.0311817 | val_loss: 0.0311881 | Time: 5662.64 ms [2021-01-20 01:31:22 main:574] : INFO : Epoch 732 | loss: 0.0311833 | val_loss: 0.031187 | Time: 5680.47 ms [2021-01-20 01:31:28 main:574] : INFO : Epoch 733 | loss: 0.0311811 | val_loss: 0.0311873 | Time: 5808.31 ms [2021-01-20 01:31:33 main:574] : INFO : Epoch 734 | loss: 0.0311815 | val_loss: 0.0311899 | Time: 5723.22 ms [2021-01-20 01:31:39 main:574] : INFO : Epoch 735 | loss: 0.0311813 | val_loss: 0.0311889 | Time: 5705.02 ms [2021-01-20 01:31:45 main:574] : INFO : Epoch 736 | loss: 0.031181 | val_loss: 0.031187 | Time: 5657.36 ms [2021-01-20 01:31:51 main:574] : INFO : Epoch 737 | loss: 0.0311829 | val_loss: 0.0311885 | Time: 5680.12 ms [2021-01-20 01:31:56 main:574] : INFO : Epoch 738 | loss: 0.0311842 | val_loss: 0.0311923 | Time: 5668.19 ms [2021-01-20 01:32:02 main:574] : INFO : Epoch 739 | loss: 0.031186 | val_loss: 0.0311904 | Time: 5657.65 ms [2021-01-20 01:32:08 main:574] : INFO : Epoch 740 | loss: 0.0311851 | val_loss: 0.0311892 | Time: 5729.35 ms [2021-01-20 01:32:14 main:574] : INFO : Epoch 741 | loss: 0.031188 | val_loss: 0.0311921 | Time: 5766.36 ms [2021-01-20 01:32:20 main:574] : INFO : Epoch 742 | loss: 0.0311843 | val_loss: 0.0311895 | Time: 5712.84 ms [2021-01-20 01:32:25 main:574] : INFO : Epoch 743 | loss: 0.0311843 | val_loss: 0.0311881 | Time: 5678.26 ms [2021-01-20 01:32:31 main:574] : INFO : Epoch 744 | loss: 0.031186 | val_loss: 0.0311966 | Time: 5678.12 ms [2021-01-20 01:32:37 main:574] : INFO : Epoch 745 | loss: 0.0311852 | val_loss: 0.0311855 | Time: 5710.21 ms [2021-01-20 01:32:43 main:574] : INFO : Epoch 746 | loss: 0.0311814 | val_loss: 0.0311897 | Time: 5666.29 ms [2021-01-20 01:32:48 main:574] : INFO : Epoch 747 | loss: 0.0311813 | val_loss: 0.0311878 | Time: 5660.16 ms [2021-01-20 01:32:54 main:574] : INFO : Epoch 748 | loss: 0.0311833 | val_loss: 0.0311896 | Time: 5654.04 ms [2021-01-20 01:33:00 main:574] : INFO : Epoch 749 | loss: 0.0311854 | val_loss: 0.0311915 | Time: 5709.08 ms [2021-01-20 01:33:06 main:574] : INFO : Epoch 750 | loss: 0.0311834 | val_loss: 0.0311901 | Time: 5716.17 ms [2021-01-20 01:33:11 main:574] : INFO : Epoch 751 | loss: 0.0311829 | val_loss: 0.0311872 | Time: 5658.66 ms [2021-01-20 01:33:17 main:574] : INFO : Epoch 752 | loss: 0.0311814 | val_loss: 0.0311885 | Time: 5761.36 ms [2021-01-20 01:33:23 main:574] : INFO : Epoch 753 | loss: 0.0311801 | val_loss: 0.0311871 | Time: 5803.01 ms [2021-01-20 01:33:29 main:574] : INFO : Epoch 754 | loss: 0.0311798 | val_loss: 0.0311893 | Time: 5732.56 ms [2021-01-20 01:33:35 main:574] : INFO : Epoch 755 | loss: 0.0311808 | val_loss: 0.0311871 | Time: 5706.32 ms [2021-01-20 01:33:40 main:574] : INFO : Epoch 756 | loss: 0.0311787 | val_loss: 0.0311859 | Time: 5657.72 ms [2021-01-20 01:33:46 main:574] : INFO : Epoch 757 | loss: 0.0311786 | val_loss: 0.0311858 | Time: 5730.19 ms [2021-01-20 01:33:52 main:574] : INFO : Epoch 758 | loss: 0.0311789 | val_loss: 0.0311907 | Time: 5681.02 ms [2021-01-20 01:33:58 main:574] : INFO : Epoch 759 | loss: 0.0311789 | val_loss: 0.0311872 | Time: 5699.12 ms [2021-01-20 01:34:03 main:574] : INFO : Epoch 760 | loss: 0.0311796 | val_loss: 0.0311874 | Time: 5659.39 ms [2021-01-20 01:34:09 main:574] : INFO : Epoch 761 | loss: 0.0311791 | val_loss: 0.0311899 | Time: 5654.47 ms [2021-01-20 01:34:15 main:574] : INFO : Epoch 762 | loss: 0.0311783 | val_loss: 0.0311881 | Time: 5698.16 ms [2021-01-20 01:34:21 main:574] : INFO : Epoch 763 | loss: 0.0311789 | val_loss: 0.0311895 | Time: 5663.63 ms [2021-01-20 01:34:26 main:574] : INFO : Epoch 764 | loss: 0.0311799 | val_loss: 0.0311882 | Time: 5721.65 ms [2021-01-20 01:34:32 main:574] : INFO : Epoch 765 | loss: 0.03118 | val_loss: 0.0311869 | Time: 5662.23 ms [2021-01-20 01:34:38 main:574] : INFO : Epoch 766 | loss: 0.0311793 | val_loss: 0.0311874 | Time: 5711.16 ms [2021-01-20 01:34:44 main:574] : INFO : Epoch 767 | loss: 0.0311805 | val_loss: 0.031187 | Time: 5727.02 ms [2021-01-20 01:34:50 main:574] : INFO : Epoch 768 | loss: 0.031179 | val_loss: 0.031188 | Time: 5694.77 ms [2021-01-20 01:34:55 main:574] : INFO : Epoch 769 | loss: 0.031178 | val_loss: 0.031186 | Time: 5659.19 ms [2021-01-20 01:35:01 main:574] : INFO : Epoch 770 | loss: 0.0311795 | val_loss: 0.031188 | Time: 5653.57 ms [2021-01-20 01:35:07 main:574] : INFO : Epoch 771 | loss: 0.0311784 | val_loss: 0.0311864 | Time: 5751.3 ms [2021-01-20 01:35:13 main:574] : INFO : Epoch 772 | loss: 0.0311787 | val_loss: 0.0311875 | Time: 5693.37 ms [2021-01-20 01:35:18 main:574] : INFO : Epoch 773 | loss: 0.0311783 | val_loss: 0.0311873 | Time: 5741.31 ms [2021-01-20 01:35:24 main:574] : INFO : Epoch 774 | loss: 0.0311785 | val_loss: 0.0311871 | Time: 5651.64 ms [2021-01-20 01:35:30 main:574] : INFO : Epoch 775 | loss: 0.0311778 | val_loss: 0.0311854 | Time: 5723.33 ms [2021-01-20 01:35:36 main:574] : INFO : Epoch 776 | loss: 0.0311801 | val_loss: 0.0311847 | Time: 5664.58 ms [2021-01-20 01:35:41 main:574] : INFO : Epoch 777 | loss: 0.0311806 | val_loss: 0.0311856 | Time: 5664.58 ms [2021-01-20 01:35:47 main:574] : INFO : Epoch 778 | loss: 0.0311802 | val_loss: 0.0311856 | Time: 5724.79 ms [2021-01-20 01:35:53 main:574] : INFO : Epoch 779 | loss: 0.0311796 | val_loss: 0.0311859 | Time: 5700.97 ms [2021-01-20 01:35:59 main:574] : INFO : Epoch 780 | loss: 0.0311788 | val_loss: 0.0311864 | Time: 5780.86 ms [2021-01-20 01:36:05 main:574] : INFO : Epoch 781 | loss: 0.0311793 | val_loss: 0.0311877 | Time: 5687.97 ms [2021-01-20 01:36:10 main:574] : INFO : Epoch 782 | loss: 0.0311793 | val_loss: 0.0311866 | Time: 5656.33 ms [2021-01-20 01:36:16 main:574] : INFO : Epoch 783 | loss: 0.0311798 | val_loss: 0.031186 | Time: 5680.1 ms [2021-01-20 01:36:22 main:574] : INFO : Epoch 784 | loss: 0.031179 | val_loss: 0.0311864 | Time: 5748.04 ms [2021-01-20 01:36:28 main:574] : INFO : Epoch 785 | loss: 0.0311783 | val_loss: 0.0311861 | Time: 5691.35 ms [2021-01-20 01:36:33 main:574] : INFO : Epoch 786 | loss: 0.0311788 | val_loss: 0.0311853 | Time: 5695.82 ms [2021-01-20 01:36:39 main:574] : INFO : Epoch 787 | loss: 0.0311811 | val_loss: 0.0311894 | Time: 5747.29 ms [2021-01-20 01:36:45 main:574] : INFO : Epoch 788 | loss: 0.0311823 | val_loss: 0.0311859 | Time: 5682.29 ms [2021-01-20 01:36:51 main:574] : INFO : Epoch 789 | loss: 0.0311809 | val_loss: 0.0311869 | Time: 5700.92 ms [2021-01-20 01:36:57 main:574] : INFO : Epoch 790 | loss: 0.0311824 | val_loss: 0.0311937 | Time: 5721.19 ms [2021-01-20 01:37:02 main:574] : INFO : Epoch 791 | loss: 0.0311822 | val_loss: 0.0311886 | Time: 5717.56 ms [2021-01-20 01:37:08 main:574] : INFO : Epoch 792 | loss: 0.0311804 | val_loss: 0.0311885 | Time: 5692.76 ms [2021-01-20 01:37:14 main:574] : INFO : Epoch 793 | loss: 0.0311816 | val_loss: 0.0311905 | Time: 5682.83 ms [2021-01-20 01:37:20 main:574] : INFO : Epoch 794 | loss: 0.0311803 | val_loss: 0.031186 | Time: 5663.43 ms [2021-01-20 01:37:26 main:574] : INFO : Epoch 795 | loss: 0.0311804 | val_loss: 0.0311867 | Time: 5715.76 ms [2021-01-20 01:37:31 main:574] : INFO : Epoch 796 | loss: 0.0311818 | val_loss: 0.0311876 | Time: 5705.33 ms [2021-01-20 01:37:37 main:574] : INFO : Epoch 797 | loss: 0.0311791 | val_loss: 0.0311871 | Time: 5691.38 ms [2021-01-20 01:37:43 main:574] : INFO : Epoch 798 | loss: 0.0311784 | val_loss: 0.0311872 | Time: 5763.62 ms [2021-01-20 01:37:49 main:574] : INFO : Epoch 799 | loss: 0.0311784 | val_loss: 0.0311865 | Time: 5735.4 ms [2021-01-20 01:37:55 main:574] : INFO : Epoch 800 | loss: 0.0311784 | val_loss: 0.0311856 | Time: 5826.51 ms [2021-01-20 01:38:00 main:574] : INFO : Epoch 801 | loss: 0.0311783 | val_loss: 0.0311856 | Time: 5727.16 ms [2021-01-20 01:38:06 main:574] : INFO : Epoch 802 | loss: 0.0311778 | val_loss: 0.0311881 | Time: 5684.14 ms [2021-01-20 01:38:12 main:574] : INFO : Epoch 803 | loss: 0.0311784 | val_loss: 0.0311858 | Time: 5654.02 ms [2021-01-20 01:38:18 main:574] : INFO : Epoch 804 | loss: 0.0311786 | val_loss: 0.0311851 | Time: 5659.09 ms [2021-01-20 01:38:23 main:574] : INFO : Epoch 805 | loss: 0.0311805 | val_loss: 0.0311924 | Time: 5689.32 ms [2021-01-20 01:38:29 main:574] : INFO : Epoch 806 | loss: 0.0311798 | val_loss: 0.0311865 | Time: 5686.64 ms [2021-01-20 01:38:35 main:574] : INFO : Epoch 807 | loss: 0.0311798 | val_loss: 0.0311888 | Time: 5657.27 ms [2021-01-20 01:38:41 main:574] : INFO : Epoch 808 | loss: 0.0311794 | val_loss: 0.0311865 | Time: 5702.86 ms [2021-01-20 01:38:46 main:574] : INFO : Epoch 809 | loss: 0.0311786 | val_loss: 0.0311865 | Time: 5709.01 ms [2021-01-20 01:38:52 main:574] : INFO : Epoch 810 | loss: 0.0311776 | val_loss: 0.0311856 | Time: 5721.74 ms [2021-01-20 01:38:58 main:574] : INFO : Epoch 811 | loss: 0.0311778 | val_loss: 0.0311848 | Time: 5663.32 ms [2021-01-20 01:39:04 main:574] : INFO : Epoch 812 | loss: 0.0311792 | val_loss: 0.0311856 | Time: 5677.36 ms [2021-01-20 01:39:09 main:574] : INFO : Epoch 813 | loss: 0.0311788 | val_loss: 0.0311875 | Time: 5683.55 ms [2021-01-20 01:39:15 main:574] : INFO : Epoch 814 | loss: 0.031179 | val_loss: 0.0311854 | Time: 5743.6 ms [2021-01-20 01:39:21 main:574] : INFO : Epoch 815 | loss: 0.0311792 | val_loss: 0.031186 | Time: 5687.94 ms [2021-01-20 01:39:27 main:574] : INFO : Epoch 816 | loss: 0.0311783 | val_loss: 0.0311849 | Time: 5702.44 ms [2021-01-20 01:39:33 main:574] : INFO : Epoch 817 | loss: 0.0311776 | val_loss: 0.0311885 | Time: 5683.59 ms [2021-01-20 01:39:38 main:574] : INFO : Epoch 818 | loss: 0.0311778 | val_loss: 0.0311845 | Time: 5674.87 ms [2021-01-20 01:39:44 main:574] : INFO : Epoch 819 | loss: 0.0311777 | val_loss: 0.0311849 | Time: 5699.58 ms [2021-01-20 01:39:50 main:574] : INFO : Epoch 820 | loss: 0.0311776 | val_loss: 0.0311852 | Time: 5659.63 ms [2021-01-20 01:39:56 main:574] : INFO : Epoch 821 | loss: 0.0311778 | val_loss: 0.031187 | Time: 5698.41 ms [2021-01-20 01:40:01 main:574] : INFO : Epoch 822 | loss: 0.0311787 | val_loss: 0.031189 | Time: 5706.11 ms [2021-01-20 01:40:07 main:574] : INFO : Epoch 823 | loss: 0.031179 | val_loss: 0.0311866 | Time: 5694.71 ms [2021-01-20 01:40:13 main:574] : INFO : Epoch 824 | loss: 0.0311785 | val_loss: 0.031188 | Time: 5700.03 ms [2021-01-20 01:40:19 main:574] : INFO : Epoch 825 | loss: 0.0311777 | val_loss: 0.0311848 | Time: 5670.52 ms [2021-01-20 01:40:25 main:574] : INFO : Epoch 826 | loss: 0.0311788 | val_loss: 0.031187 | Time: 5692.14 ms [2021-01-20 01:40:30 main:574] : INFO : Epoch 827 | loss: 0.0311822 | val_loss: 0.0311864 | Time: 5766.47 ms [2021-01-20 01:40:36 main:574] : INFO : Epoch 828 | loss: 0.0311785 | val_loss: 0.0311863 | Time: 5748.21 ms [2021-01-20 01:40:42 main:574] : INFO : Epoch 829 | loss: 0.0311769 | val_loss: 0.031186 | Time: 5711.31 ms [2021-01-20 01:40:48 main:574] : INFO : Epoch 830 | loss: 0.0311785 | val_loss: 0.0311865 | Time: 5660.62 ms [2021-01-20 01:40:53 main:574] : INFO : Epoch 831 | loss: 0.0311773 | val_loss: 0.0311851 | Time: 5664.23 ms [2021-01-20 01:40:59 main:574] : INFO : Epoch 832 | loss: 0.0311776 | val_loss: 0.0311848 | Time: 5655.68 ms [2021-01-20 01:41:05 main:574] : INFO : Epoch 833 | loss: 0.0311768 | val_loss: 0.0311858 | Time: 5676.43 ms [2021-01-20 01:41:11 main:574] : INFO : Epoch 834 | loss: 0.0311786 | val_loss: 0.0311878 | Time: 5813.15 ms [2021-01-20 01:41:17 main:574] : INFO : Epoch 835 | loss: 0.0311799 | val_loss: 0.0311842 | Time: 5727.97 ms [2021-01-20 01:41:23 main:574] : INFO : Epoch 836 | loss: 0.031178 | val_loss: 0.0311854 | Time: 5702.7 ms [2021-01-20 01:41:28 main:574] : INFO : Epoch 837 | loss: 0.0311788 | val_loss: 0.0311864 | Time: 5660.1 ms [2021-01-20 01:41:34 main:574] : INFO : Epoch 838 | loss: 0.031179 | val_loss: 0.031185 | Time: 5749.66 ms [2021-01-20 01:41:40 main:574] : INFO : Epoch 839 | loss: 0.0311788 | val_loss: 0.0311861 | Time: 5655.61 ms [2021-01-20 01:41:46 main:574] : INFO : Epoch 840 | loss: 0.0311808 | val_loss: 0.0311934 | Time: 5749.87 ms [2021-01-20 01:41:52 main:574] : INFO : Epoch 841 | loss: 0.0312876 | val_loss: 0.0316829 | Time: 5714.46 ms [2021-01-20 01:41:57 main:574] : INFO : Epoch 842 | loss: 0.0341459 | val_loss: 0.0319126 | Time: 5653.71 ms [2021-01-20 01:42:03 main:574] : INFO : Epoch 843 | loss: 0.0325201 | val_loss: 0.031907 | Time: 5663.97 ms [2021-01-20 01:42:09 main:574] : INFO : Epoch 844 | loss: 0.0314629 | val_loss: 0.0312728 | Time: 5661.68 ms [2021-01-20 01:42:15 main:574] : INFO : Epoch 845 | loss: 0.0312361 | val_loss: 0.0311994 | Time: 5686.89 ms [2021-01-20 01:42:20 main:574] : INFO : Epoch 846 | loss: 0.0311942 | val_loss: 0.0311896 | Time: 5658.58 ms [2021-01-20 01:42:26 main:574] : INFO : Epoch 847 | loss: 0.031186 | val_loss: 0.0311871 | Time: 5729.7 ms [2021-01-20 01:42:32 main:574] : INFO : Epoch 848 | loss: 0.0311834 | val_loss: 0.0311864 | Time: 5723.08 ms [2021-01-20 01:42:38 main:574] : INFO : Epoch 849 | loss: 0.0311816 | val_loss: 0.0311857 | Time: 5688.77 ms [2021-01-20 01:42:43 main:574] : INFO : Epoch 850 | loss: 0.0311807 | val_loss: 0.0311848 | Time: 5662.54 ms [2021-01-20 01:42:49 main:574] : INFO : Epoch 851 | loss: 0.0311802 | val_loss: 0.0311851 | Time: 5734.55 ms [2021-01-20 01:42:55 main:574] : INFO : Epoch 852 | loss: 0.0311797 | val_loss: 0.0311854 | Time: 5701.05 ms [2021-01-20 01:43:01 main:574] : INFO : Epoch 853 | loss: 0.0311792 | val_loss: 0.0311853 | Time: 5679.07 ms [2021-01-20 01:43:06 main:574] : INFO : Epoch 854 | loss: 0.0311793 | val_loss: 0.0311852 | Time: 5662.66 ms [2021-01-20 01:43:12 main:574] : INFO : Epoch 855 | loss: 0.0311793 | val_loss: 0.0311877 | Time: 5794.28 ms [2021-01-20 01:43:18 main:574] : INFO : Epoch 856 | loss: 0.03118 | val_loss: 0.031186 | Time: 5714.71 ms [2021-01-20 01:43:24 main:574] : INFO : Epoch 857 | loss: 0.0311806 | val_loss: 0.0311855 | Time: 5657.65 ms [2021-01-20 01:43:30 main:574] : INFO : Epoch 858 | loss: 0.0311816 | val_loss: 0.0311858 | Time: 5707.56 ms [2021-01-20 01:43:35 main:574] : INFO : Epoch 859 | loss: 0.0311815 | val_loss: 0.0311843 | Time: 5732.56 ms [2021-01-20 01:43:41 main:574] : INFO : Epoch 860 | loss: 0.0311802 | val_loss: 0.0311834 | Time: 5716 ms [2021-01-20 01:43:47 main:574] : INFO : Epoch 861 | loss: 0.0311794 | val_loss: 0.031184 | Time: 5695.45 ms [2021-01-20 01:43:53 main:574] : INFO : Epoch 862 | loss: 0.0311794 | val_loss: 0.0311888 | Time: 5699.45 ms [2021-01-20 01:43:59 main:574] : INFO : Epoch 863 | loss: 0.0311816 | val_loss: 0.0311881 | Time: 5728.09 ms [2021-01-20 01:44:04 main:574] : INFO : Epoch 864 | loss: 0.0311801 | val_loss: 0.0311834 | Time: 5761.49 ms [2021-01-20 01:44:10 main:574] : INFO : Epoch 865 | loss: 0.0311789 | val_loss: 0.0311818 | Time: 5679.78 ms [2021-01-20 01:44:16 main:574] : INFO : Epoch 866 | loss: 0.0311781 | val_loss: 0.0311818 | Time: 5774.3 ms [2021-01-20 01:44:22 main:574] : INFO : Epoch 867 | loss: 0.0311778 | val_loss: 0.031182 | Time: 5749.56 ms [2021-01-20 01:44:28 main:574] : INFO : Epoch 868 | loss: 0.0311789 | val_loss: 0.0311853 | Time: 5679.57 ms [2021-01-20 01:44:34 main:574] : INFO : Epoch 869 | loss: 0.0311791 | val_loss: 0.0311842 | Time: 5679.43 ms [2021-01-20 01:44:39 main:574] : INFO : Epoch 870 | loss: 0.0311794 | val_loss: 0.0311847 | Time: 5681.9 ms [2021-01-20 01:44:45 main:574] : INFO : Epoch 871 | loss: 0.0311813 | val_loss: 0.0311845 | Time: 5724.85 ms [2021-01-20 01:44:51 main:574] : INFO : Epoch 872 | loss: 0.0311811 | val_loss: 0.0311843 | Time: 5670.78 ms [2021-01-20 01:44:57 main:574] : INFO : Epoch 873 | loss: 0.03118 | val_loss: 0.0311839 | Time: 5703.51 ms [2021-01-20 01:45:02 main:574] : INFO : Epoch 874 | loss: 0.0311794 | val_loss: 0.0311832 | Time: 5683.89 ms [2021-01-20 01:45:08 main:574] : INFO : Epoch 875 | loss: 0.0311789 | val_loss: 0.031182 | Time: 5701.77 ms [2021-01-20 01:45:14 main:574] : INFO : Epoch 876 | loss: 0.0311789 | val_loss: 0.0311826 | Time: 5855.52 ms [2021-01-20 01:45:20 main:574] : INFO : Epoch 877 | loss: 0.0311778 | val_loss: 0.031182 | Time: 5656.79 ms [2021-01-20 01:45:26 main:574] : INFO : Epoch 878 | loss: 0.0311772 | val_loss: 0.0311829 | Time: 5656.29 ms [2021-01-20 01:45:31 main:574] : INFO : Epoch 879 | loss: 0.0311768 | val_loss: 0.0311814 | Time: 5668.24 ms [2021-01-20 01:45:37 main:574] : INFO : Epoch 880 | loss: 0.0311767 | val_loss: 0.0311817 | Time: 5673.44 ms [2021-01-20 01:45:43 main:574] : INFO : Epoch 881 | loss: 0.0311768 | val_loss: 0.0311817 | Time: 5653.61 ms [2021-01-20 01:45:49 main:574] : INFO : Epoch 882 | loss: 0.0311766 | val_loss: 0.031182 | Time: 5780.94 ms [2021-01-20 01:45:54 main:574] : INFO : Epoch 883 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 5668.79 ms [2021-01-20 01:46:00 main:574] : INFO : Epoch 884 | loss: 0.0311779 | val_loss: 0.0311847 | Time: 5712.62 ms [2021-01-20 01:46:06 main:574] : INFO : Epoch 885 | loss: 0.0311776 | val_loss: 0.0311809 | Time: 5850.92 ms [2021-01-20 01:46:12 main:574] : INFO : Epoch 886 | loss: 0.031178 | val_loss: 0.0311836 | Time: 5832.15 ms [2021-01-20 01:46:18 main:574] : INFO : Epoch 887 | loss: 0.031177 | val_loss: 0.0311816 | Time: 5696.95 ms [2021-01-20 01:46:24 main:574] : INFO : Epoch 888 | loss: 0.0311766 | val_loss: 0.0311821 | Time: 5756.73 ms [2021-01-20 01:46:29 main:574] : INFO : Epoch 889 | loss: 0.0311758 | val_loss: 0.0311828 | Time: 5704.75 ms [2021-01-20 01:46:35 main:574] : INFO : Epoch 890 | loss: 0.0311758 | val_loss: 0.0311839 | Time: 5702.68 ms [2021-01-20 01:46:41 main:574] : INFO : Epoch 891 | loss: 0.0311759 | val_loss: 0.0311829 | Time: 5753.64 ms [2021-01-20 01:46:47 main:574] : INFO : Epoch 892 | loss: 0.0311783 | val_loss: 0.0311843 | Time: 5714.89 ms [2021-01-20 01:46:53 main:574] : INFO : Epoch 893 | loss: 0.031179 | val_loss: 0.0311843 | Time: 5658.95 ms [2021-01-20 01:46:58 main:574] : INFO : Epoch 894 | loss: 0.031178 | val_loss: 0.0311814 | Time: 5658.66 ms [2021-01-20 01:47:04 main:574] : INFO : Epoch 895 | loss: 0.0311771 | val_loss: 0.0311811 | Time: 5721.96 ms [2021-01-20 01:47:10 main:574] : INFO : Epoch 896 | loss: 0.0311765 | val_loss: 0.0311818 | Time: 5698.9 ms [2021-01-20 01:47:16 main:574] : INFO : Epoch 897 | loss: 0.0311786 | val_loss: 0.0311819 | Time: 5681.58 ms [2021-01-20 01:47:21 main:574] : INFO : Epoch 898 | loss: 0.0311774 | val_loss: 0.0311813 | Time: 5744.98 ms [2021-01-20 01:47:27 main:574] : INFO : Epoch 899 | loss: 0.0311771 | val_loss: 0.0311826 | Time: 5670.77 ms [2021-01-20 01:47:33 main:574] : INFO : Epoch 900 | loss: 0.0311769 | val_loss: 0.0311813 | Time: 5687.39 ms [2021-01-20 01:47:39 main:574] : INFO : Epoch 901 | loss: 0.0311759 | val_loss: 0.0311803 | Time: 5696.6 ms [2021-01-20 01:47:44 main:574] : INFO : Epoch 902 | loss: 0.0311754 | val_loss: 0.0311818 | Time: 5714.92 ms [2021-01-20 01:47:50 main:574] : INFO : Epoch 903 | loss: 0.031176 | val_loss: 0.0311815 | Time: 5660.41 ms [2021-01-20 01:47:56 main:574] : INFO : Epoch 904 | loss: 0.0311756 | val_loss: 0.0311819 | Time: 5719.36 ms [2021-01-20 01:48:02 main:574] : INFO : Epoch 905 | loss: 0.0311759 | val_loss: 0.0311799 | Time: 5724.48 ms [2021-01-20 01:48:08 main:574] : INFO : Epoch 906 | loss: 0.0311754 | val_loss: 0.0311798 | Time: 5680.69 ms [2021-01-20 01:48:13 main:574] : INFO : Epoch 907 | loss: 0.0311755 | val_loss: 0.0311812 | Time: 5731.21 ms [2021-01-20 01:48:19 main:574] : INFO : Epoch 908 | loss: 0.0311765 | val_loss: 0.0311796 | Time: 5693.33 ms [2021-01-20 01:48:25 main:574] : INFO : Epoch 909 | loss: 0.031177 | val_loss: 0.0311791 | Time: 5713.74 ms [2021-01-20 01:48:31 main:574] : INFO : Epoch 910 | loss: 0.0311753 | val_loss: 0.0311788 | Time: 5649.89 ms [2021-01-20 01:48:37 main:574] : INFO : Epoch 911 | loss: 0.0311745 | val_loss: 0.0311802 | Time: 5741.01 ms [2021-01-20 01:48:42 main:574] : INFO : Epoch 912 | loss: 0.0311762 | val_loss: 0.0311799 | Time: 5656.3 ms [2021-01-20 01:48:48 main:574] : INFO : Epoch 913 | loss: 0.031176 | val_loss: 0.0311809 | Time: 5688.27 ms [2021-01-20 01:48:54 main:574] : INFO : Epoch 914 | loss: 0.0311762 | val_loss: 0.0311827 | Time: 5659.42 ms [2021-01-20 01:49:00 main:574] : INFO : Epoch 915 | loss: 0.0311757 | val_loss: 0.0311803 | Time: 5714.39 ms [2021-01-20 01:49:05 main:574] : INFO : Epoch 916 | loss: 0.0311759 | val_loss: 0.0311788 | Time: 5701.9 ms [2021-01-20 01:49:11 main:574] : INFO : Epoch 917 | loss: 0.0311744 | val_loss: 0.0311785 | Time: 5682.69 ms [2021-01-20 01:49:17 main:574] : INFO : Epoch 918 | loss: 0.031174 | val_loss: 0.0311802 | Time: 5721.01 ms [2021-01-20 01:49:23 main:574] : INFO : Epoch 919 | loss: 0.0311749 | val_loss: 0.0311775 | Time: 5744.45 ms [2021-01-20 01:49:28 main:574] : INFO : Epoch 920 | loss: 0.0311738 | val_loss: 0.0311775 | Time: 5700.82 ms [2021-01-20 01:49:34 main:574] : INFO : Epoch 921 | loss: 0.0311738 | val_loss: 0.0311779 | Time: 5715.58 ms [2021-01-20 01:49:40 main:574] : INFO : Epoch 922 | loss: 0.0311734 | val_loss: 0.0311767 | Time: 5657.17 ms [2021-01-20 01:49:46 main:574] : INFO : Epoch 923 | loss: 0.0311739 | val_loss: 0.0311772 | Time: 5685.05 ms [2021-01-20 01:49:52 main:574] : INFO : Epoch 924 | loss: 0.0311742 | val_loss: 0.0311781 | Time: 5653.94 ms [2021-01-20 01:49:57 main:574] : INFO : Epoch 925 | loss: 0.0311747 | val_loss: 0.0311801 | Time: 5657.33 ms [2021-01-20 01:50:03 main:574] : INFO : Epoch 926 | loss: 0.0311743 | val_loss: 0.0311767 | Time: 5671.69 ms [2021-01-20 01:50:09 main:574] : INFO : Epoch 927 | loss: 0.0311729 | val_loss: 0.0311773 | Time: 5667.24 ms [2021-01-20 01:50:15 main:574] : INFO : Epoch 928 | loss: 0.0311726 | val_loss: 0.0311774 | Time: 5689.83 ms [2021-01-20 01:50:20 main:574] : INFO : Epoch 929 | loss: 0.0311731 | val_loss: 0.0311775 | Time: 5699.62 ms [2021-01-20 01:50:26 main:574] : INFO : Epoch 930 | loss: 0.0311727 | val_loss: 0.0311781 | Time: 5807.58 ms [2021-01-20 01:50:32 main:574] : INFO : Epoch 931 | loss: 0.0311723 | val_loss: 0.0311772 | Time: 5777.21 ms [2021-01-20 01:50:38 main:574] : INFO : Epoch 932 | loss: 0.0311719 | val_loss: 0.0311778 | Time: 5746.3 ms [2021-01-20 01:50:44 main:574] : INFO : Epoch 933 | loss: 0.0311722 | val_loss: 0.0311775 | Time: 5663.65 ms [2021-01-20 01:50:49 main:574] : INFO : Epoch 934 | loss: 0.0311731 | val_loss: 0.0311802 | Time: 5714.87 ms [2021-01-20 01:50:55 main:574] : INFO : Epoch 935 | loss: 0.031173 | val_loss: 0.0311773 | Time: 5691.89 ms [2021-01-20 01:51:01 main:574] : INFO : Epoch 936 | loss: 0.0311727 | val_loss: 0.0311779 | Time: 5665.96 ms [2021-01-20 01:51:07 main:574] : INFO : Epoch 937 | loss: 0.0311721 | val_loss: 0.0311778 | Time: 5677.36 ms [2021-01-20 01:51:12 main:574] : INFO : Epoch 938 | loss: 0.0311724 | val_loss: 0.0311779 | Time: 5661.44 ms [2021-01-20 01:51:18 main:574] : INFO : Epoch 939 | loss: 0.0311725 | val_loss: 0.0311778 | Time: 5654.75 ms [2021-01-20 01:51:24 main:574] : INFO : Epoch 940 | loss: 0.0311722 | val_loss: 0.0311773 | Time: 5660.65 ms [2021-01-20 01:51:30 main:574] : INFO : Epoch 941 | loss: 0.031172 | val_loss: 0.031178 | Time: 5750.28 ms [2021-01-20 01:51:35 main:574] : INFO : Epoch 942 | loss: 0.0311749 | val_loss: 0.0311814 | Time: 5742.55 ms [2021-01-20 01:51:41 main:574] : INFO : Epoch 943 | loss: 0.0311764 | val_loss: 0.0311794 | Time: 5711.27 ms [2021-01-20 01:51:47 main:574] : INFO : Epoch 944 | loss: 0.0311756 | val_loss: 0.0311789 | Time: 5658.88 ms [2021-01-20 01:51:53 main:574] : INFO : Epoch 945 | loss: 0.031176 | val_loss: 0.031181 | Time: 5716.15 ms [2021-01-20 01:51:58 main:574] : INFO : Epoch 946 | loss: 0.0311753 | val_loss: 0.03118 | Time: 5650.51 ms [2021-01-20 01:52:04 main:574] : INFO : Epoch 947 | loss: 0.031176 | val_loss: 0.0311786 | Time: 5684.17 ms [2021-01-20 01:52:10 main:574] : INFO : Epoch 948 | loss: 0.0311752 | val_loss: 0.03118 | Time: 5692.63 ms [2021-01-20 01:52:16 main:574] : INFO : Epoch 949 | loss: 0.0311753 | val_loss: 0.0311811 | Time: 5742.22 ms [2021-01-20 01:52:22 main:574] : INFO : Epoch 950 | loss: 0.0311743 | val_loss: 0.0311779 | Time: 5672.06 ms [2021-01-20 01:52:27 main:574] : INFO : Epoch 951 | loss: 0.0311738 | val_loss: 0.0311781 | Time: 5681.65 ms [2021-01-20 01:52:33 main:574] : INFO : Epoch 952 | loss: 0.031173 | val_loss: 0.0311778 | Time: 5722.49 ms [2021-01-20 01:52:39 main:574] : INFO : Epoch 953 | loss: 0.0311735 | val_loss: 0.0311783 | Time: 5698.56 ms [2021-01-20 01:52:45 main:574] : INFO : Epoch 954 | loss: 0.0311738 | val_loss: 0.0311796 | Time: 5670.95 ms [2021-01-20 01:52:50 main:574] : INFO : Epoch 955 | loss: 0.031173 | val_loss: 0.0311782 | Time: 5740.02 ms [2021-01-20 01:52:56 main:574] : INFO : Epoch 956 | loss: 0.031173 | val_loss: 0.0311782 | Time: 5732.37 ms [2021-01-20 01:53:02 main:574] : INFO : Epoch 957 | loss: 0.0311727 | val_loss: 0.031178 | Time: 5655.49 ms [2021-01-20 01:53:08 main:574] : INFO : Epoch 958 | loss: 0.0311727 | val_loss: 0.0311789 | Time: 5731.1 ms [2021-01-20 01:53:14 main:574] : INFO : Epoch 959 | loss: 0.0311718 | val_loss: 0.0311774 | Time: 5712.55 ms [2021-01-20 01:53:19 main:574] : INFO : Epoch 960 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 5698.64 ms [2021-01-20 01:53:25 main:574] : INFO : Epoch 961 | loss: 0.0311719 | val_loss: 0.0311787 | Time: 5701.33 ms [2021-01-20 01:53:31 main:574] : INFO : Epoch 962 | loss: 0.0311732 | val_loss: 0.0311783 | Time: 5659.78 ms [2021-01-20 01:53:37 main:574] : INFO : Epoch 963 | loss: 0.0311719 | val_loss: 0.0311789 | Time: 5658.55 ms [2021-01-20 01:53:42 main:574] : INFO : Epoch 964 | loss: 0.0311732 | val_loss: 0.0311785 | Time: 5654.6 ms [2021-01-20 01:53:48 main:574] : INFO : Epoch 965 | loss: 0.031172 | val_loss: 0.0311786 | Time: 5707.26 ms [2021-01-20 01:53:54 main:574] : INFO : Epoch 966 | loss: 0.0311714 | val_loss: 0.0311786 | Time: 5657.7 ms [2021-01-20 01:53:59 main:574] : INFO : Epoch 967 | loss: 0.031171 | val_loss: 0.0311787 | Time: 5663.01 ms [2021-01-20 01:54:05 main:574] : INFO : Epoch 968 | loss: 0.0311721 | val_loss: 0.0311784 | Time: 5683.42 ms [2021-01-20 01:54:11 main:574] : INFO : Epoch 969 | loss: 0.031174 | val_loss: 0.0311814 | Time: 5683.64 ms [2021-01-20 01:54:17 main:574] : INFO : Epoch 970 | loss: 0.0311704 | val_loss: 0.031178 | Time: 5749.69 ms [2021-01-20 01:54:23 main:574] : INFO : Epoch 971 | loss: 0.0311695 | val_loss: 0.0311786 | Time: 5676.25 ms [2021-01-20 01:54:28 main:574] : INFO : Epoch 972 | loss: 0.0311703 | val_loss: 0.0311786 | Time: 5662.19 ms [2021-01-20 01:54:34 main:574] : INFO : Epoch 973 | loss: 0.0311705 | val_loss: 0.0311784 | Time: 5736.96 ms [2021-01-20 01:54:40 main:574] : INFO : Epoch 974 | loss: 0.03117 | val_loss: 0.0311781 | Time: 5691.86 ms [2021-01-20 01:54:46 main:574] : INFO : Epoch 975 | loss: 0.0311705 | val_loss: 0.0311785 | Time: 5659.25 ms [2021-01-20 01:54:51 main:574] : INFO : Epoch 976 | loss: 0.0311711 | val_loss: 0.0311803 | Time: 5768.74 ms [2021-01-20 01:54:57 main:574] : INFO : Epoch 977 | loss: 0.0311714 | val_loss: 0.0311773 | Time: 5673.74 ms [2021-01-20 01:55:03 main:574] : INFO : Epoch 978 | loss: 0.0311705 | val_loss: 0.0311777 | Time: 5705.78 ms [2021-01-20 01:55:09 main:574] : INFO : Epoch 979 | loss: 0.031172 | val_loss: 0.0311781 | Time: 5666.31 ms [2021-01-20 01:55:15 main:574] : INFO : Epoch 980 | loss: 0.0311726 | val_loss: 0.0311782 | Time: 5733.96 ms [2021-01-20 01:55:21 main:574] : INFO : Epoch 981 | loss: 0.0311712 | val_loss: 0.0311776 | Time: 5697.36 ms [2021-01-20 01:55:27 main:574] : INFO : Epoch 982 | loss: 0.0311713 | val_loss: 0.0311778 | Time: 5695.48 ms [2021-01-20 01:55:32 main:574] : INFO : Epoch 983 | loss: 0.0311697 | val_loss: 0.0311863 | Time: 5705.57 ms [2021-01-20 01:55:38 main:574] : INFO : Epoch 984 | loss: 0.0311721 | val_loss: 0.0311782 | Time: 5662.23 ms [2021-01-20 01:55:44 main:574] : INFO : Epoch 985 | loss: 0.0311707 | val_loss: 0.0311786 | Time: 5666.12 ms [2021-01-20 01:55:50 main:574] : INFO : Epoch 986 | loss: 0.0311697 | val_loss: 0.0311774 | Time: 5777.8 ms [2021-01-20 01:55:55 main:574] : INFO : Epoch 987 | loss: 0.0311691 | val_loss: 0.0311778 | Time: 5752.5 ms [2021-01-20 01:56:01 main:574] : INFO : Epoch 988 | loss: 0.0311702 | val_loss: 0.0311793 | Time: 5663.27 ms [2021-01-20 01:56:07 main:574] : INFO : Epoch 989 | loss: 0.0311728 | val_loss: 0.0311779 | Time: 5756.86 ms [2021-01-20 01:56:13 main:574] : INFO : Epoch 990 | loss: 0.0311714 | val_loss: 0.0311769 | Time: 5737.87 ms [2021-01-20 01:56:19 main:574] : INFO : Epoch 991 | loss: 0.0311701 | val_loss: 0.0311765 | Time: 5722.8 ms [2021-01-20 01:56:24 main:574] : INFO : Epoch 992 | loss: 0.0311708 | val_loss: 0.0311776 | Time: 5661.97 ms [2021-01-20 01:56:30 main:574] : INFO : Epoch 993 | loss: 0.0311714 | val_loss: 0.0311816 | Time: 5753.65 ms [2021-01-20 01:56:36 main:574] : INFO : Epoch 994 | loss: 0.0311718 | val_loss: 0.0311853 | Time: 5776.16 ms [2021-01-20 01:56:42 main:574] : INFO : Epoch 995 | loss: 0.0311761 | val_loss: 0.0311795 | Time: 5654.44 ms [2021-01-20 01:56:47 main:574] : INFO : Epoch 996 | loss: 0.031174 | val_loss: 0.0311814 | Time: 5654.44 ms [2021-01-20 01:56:53 main:574] : INFO : Epoch 997 | loss: 0.031172 | val_loss: 0.0311773 | Time: 5707.72 ms [2021-01-20 01:56:59 main:574] : INFO : Epoch 998 | loss: 0.0311712 | val_loss: 0.0311796 | Time: 5668.05 ms [2021-01-20 01:57:05 main:574] : INFO : Epoch 999 | loss: 0.0311735 | val_loss: 0.0311804 | Time: 5665.97 ms [2021-01-20 01:57:10 main:574] : INFO : Epoch 1000 | loss: 0.0311718 | val_loss: 0.0311784 | Time: 5680.31 ms [2021-01-20 01:57:16 main:574] : INFO : Epoch 1001 | loss: 0.0311704 | val_loss: 0.0311773 | Time: 5713.4 ms [2021-01-20 01:57:22 main:574] : INFO : Epoch 1002 | loss: 0.0311704 | val_loss: 0.0311764 | Time: 5675.14 ms [2021-01-20 01:57:28 main:574] : INFO : Epoch 1003 | loss: 0.0311693 | val_loss: 0.0311766 | Time: 5672.52 ms [2021-01-20 01:57:33 main:574] : INFO : Epoch 1004 | loss: 0.0311698 | val_loss: 0.0311781 | Time: 5696.03 ms [2021-01-20 01:57:39 main:574] : INFO : Epoch 1005 | loss: 0.0311706 | val_loss: 0.0311775 | Time: 5661.32 ms [2021-01-20 01:57:45 main:574] : INFO : Epoch 1006 | loss: 0.0311726 | val_loss: 0.0311777 | Time: 5737.88 ms [2021-01-20 01:57:51 main:574] : INFO : Epoch 1007 | loss: 0.0311689 | val_loss: 0.0311792 | Time: 5711.09 ms [2021-01-20 01:57:56 main:574] : INFO : Epoch 1008 | loss: 0.0311693 | val_loss: 0.0311769 | Time: 5783.45 ms [2021-01-20 01:58:02 main:574] : INFO : Epoch 1009 | loss: 0.0311716 | val_loss: 0.0311781 | Time: 5748.15 ms [2021-01-20 01:58:08 main:574] : INFO : Epoch 1010 | loss: 0.0311741 | val_loss: 0.0311794 | Time: 5692.26 ms [2021-01-20 01:58:14 main:574] : INFO : Epoch 1011 | loss: 0.0311749 | val_loss: 0.0311801 | Time: 5739.2 ms [2021-01-20 01:58:20 main:574] : INFO : Epoch 1012 | loss: 0.0311751 | val_loss: 0.0311808 | Time: 5738.03 ms [2021-01-20 01:58:26 main:574] : INFO : Epoch 1013 | loss: 0.0311735 | val_loss: 0.0311802 | Time: 5722.25 ms [2021-01-20 01:58:31 main:574] : INFO : Epoch 1014 | loss: 0.0311727 | val_loss: 0.0311787 | Time: 5660.55 ms [2021-01-20 01:58:37 main:574] : INFO : Epoch 1015 | loss: 0.0311715 | val_loss: 0.0311781 | Time: 5721.42 ms [2021-01-20 01:58:43 main:574] : INFO : Epoch 1016 | loss: 0.0311702 | val_loss: 0.0311804 | Time: 5718.41 ms [2021-01-20 01:58:49 main:574] : INFO : Epoch 1017 | loss: 0.0311726 | val_loss: 0.0311781 | Time: 5794.05 ms [2021-01-20 01:58:54 main:574] : INFO : Epoch 1018 | loss: 0.0311699 | val_loss: 0.0311765 | Time: 5746.96 ms [2021-01-20 01:59:00 main:574] : INFO : Epoch 1019 | loss: 0.0311702 | val_loss: 0.0311775 | Time: 5657.21 ms [2021-01-20 01:59:06 main:574] : INFO : Epoch 1020 | loss: 0.0311708 | val_loss: 0.031177 | Time: 5651.82 ms [2021-01-20 01:59:12 main:574] : INFO : Epoch 1021 | loss: 0.0311703 | val_loss: 0.0311766 | Time: 5662.18 ms [2021-01-20 01:59:17 main:574] : INFO : Epoch 1022 | loss: 0.0311694 | val_loss: 0.0311763 | Time: 5703.89 ms [2021-01-20 01:59:23 main:574] : INFO : Epoch 1023 | loss: 0.0311691 | val_loss: 0.031177 | Time: 5730.69 ms [2021-01-20 01:59:29 main:574] : INFO : Epoch 1024 | loss: 0.0311688 | val_loss: 0.031178 | Time: 5671.27 ms [2021-01-20 01:59:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031178 [2021-01-20 01:59:29 main:603] : INFO : Saving end state to config to file [2021-01-20 01:59:29 main:608] : INFO : Success, exiting.. 01:59:29 (1544): 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)