Task 3740443
| Name | ParityModified-1605150886-23933-15_0 |
| Workunit | 1921894 |
| Created | 20 Jan 2021, 3:32:49 UTC |
| Sent | 20 Jan 2021, 14:48:29 UTC |
| Report deadline | 27 Jan 2021, 14:48:29 UTC |
| Received | 20 Jan 2021, 17:36:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2152 |
| Run time | 1 hours 39 min 7 sec |
| CPU time | 1 hours 27 min 36 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 | 1.53 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> 4 | loss: 0.031154 | val_loss: 0.031166 | Time: 5716.95 ms [2021-01-20 07:47:15 main:574] : INFO : Epoch 515 | loss: 0.0311521 | val_loss: 0.0311659 | Time: 5655.64 ms [2021-01-20 07:47:21 main:574] : INFO : Epoch 516 | loss: 0.0311509 | val_loss: 0.0311645 | Time: 5716.11 ms [2021-01-20 07:47:27 main:574] : INFO : Epoch 517 | loss: 0.0311547 | val_loss: 0.0311745 | Time: 5722.45 ms [2021-01-20 07:47:33 main:574] : INFO : Epoch 518 | loss: 0.0311589 | val_loss: 0.031165 | Time: 5766.28 ms [2021-01-20 07:47:38 main:574] : INFO : Epoch 519 | loss: 0.0311552 | val_loss: 0.0311682 | Time: 5749.03 ms [2021-01-20 07:47:44 main:574] : INFO : Epoch 520 | loss: 0.0311529 | val_loss: 0.0311682 | Time: 5677.67 ms [2021-01-20 07:47:50 main:574] : INFO : Epoch 521 | loss: 0.0311516 | val_loss: 0.0311652 | Time: 5690.52 ms [2021-01-20 07:47:56 main:574] : INFO : Epoch 522 | loss: 0.0311502 | val_loss: 0.0311649 | Time: 5660.96 ms [2021-01-20 07:48:01 main:574] : INFO : Epoch 523 | loss: 0.0311519 | val_loss: 0.0311694 | Time: 5754.72 ms [2021-01-20 07:48:07 main:574] : INFO : Epoch 524 | loss: 0.0311551 | val_loss: 0.0311712 | Time: 5773.36 ms [2021-01-20 07:48:13 main:574] : INFO : Epoch 525 | loss: 0.0311534 | val_loss: 0.0311691 | Time: 5671.22 ms [2021-01-20 07:48:19 main:574] : INFO : Epoch 526 | loss: 0.0311519 | val_loss: 0.0311671 | Time: 5707.92 ms [2021-01-20 07:48:24 main:574] : INFO : Epoch 527 | loss: 0.0311516 | val_loss: 0.0311721 | Time: 5669.5 ms [2021-01-20 07:48:30 main:574] : INFO : Epoch 528 | loss: 0.0311512 | val_loss: 0.0311662 | Time: 5686.34 ms [2021-01-20 07:48:36 main:574] : INFO : Epoch 529 | loss: 0.0311505 | val_loss: 0.0311682 | Time: 5711.13 ms [2021-01-20 07:48:42 main:574] : INFO : Epoch 530 | loss: 0.0311504 | val_loss: 0.0311677 | Time: 5731.02 ms [2021-01-20 07:48:48 main:574] : INFO : Epoch 531 | loss: 0.0311497 | val_loss: 0.031167 | Time: 5694.92 ms [2021-01-20 07:48:53 main:574] : INFO : Epoch 532 | loss: 0.0311504 | val_loss: 0.0311675 | Time: 5656.53 ms [2021-01-20 07:48:59 main:574] : INFO : Epoch 533 | loss: 0.0311522 | val_loss: 0.031169 | Time: 5702.73 ms [2021-01-20 07:49:05 main:574] : INFO : Epoch 534 | loss: 0.0311523 | val_loss: 0.0311674 | Time: 5706.5 ms [2021-01-20 07:49:11 main:574] : INFO : Epoch 535 | loss: 0.0311521 | val_loss: 0.0311665 | Time: 5667.21 ms [2021-01-20 07:49:16 main:574] : INFO : Epoch 536 | loss: 0.0311505 | val_loss: 0.0311679 | Time: 5732.27 ms [2021-01-20 07:49:22 main:574] : INFO : Epoch 537 | loss: 0.0311496 | val_loss: 0.0311712 | Time: 5664.15 ms [2021-01-20 07:49:28 main:574] : INFO : Epoch 538 | loss: 0.0311515 | val_loss: 0.0311695 | Time: 5654.96 ms [2021-01-20 07:49:34 main:574] : INFO : Epoch 539 | loss: 0.031152 | val_loss: 0.0311697 | Time: 5686.47 ms [2021-01-20 07:49:39 main:574] : INFO : Epoch 540 | loss: 0.0311529 | val_loss: 0.0311677 | Time: 5744.73 ms [2021-01-20 07:49:45 main:574] : INFO : Epoch 541 | loss: 0.0311517 | val_loss: 0.0311695 | Time: 5733.93 ms [2021-01-20 07:49:51 main:574] : INFO : Epoch 542 | loss: 0.0311522 | val_loss: 0.0311698 | Time: 5708.55 ms [2021-01-20 07:49:57 main:574] : INFO : Epoch 543 | loss: 0.0311501 | val_loss: 0.0311688 | Time: 5693.15 ms [2021-01-20 07:50:02 main:574] : INFO : Epoch 544 | loss: 0.0311516 | val_loss: 0.0311723 | Time: 5707.53 ms [2021-01-20 07:50:08 main:574] : INFO : Epoch 545 | loss: 0.0311505 | val_loss: 0.0311724 | Time: 5658.52 ms [2021-01-20 07:50:14 main:574] : INFO : Epoch 546 | loss: 0.0311504 | val_loss: 0.0311661 | Time: 5672.45 ms [2021-01-20 07:50:20 main:574] : INFO : Epoch 547 | loss: 0.0311516 | val_loss: 0.031168 | Time: 5720.29 ms [2021-01-20 07:50:25 main:574] : INFO : Epoch 548 | loss: 0.0311507 | val_loss: 0.0311703 | Time: 5718.68 ms [2021-01-20 07:50:31 main:574] : INFO : Epoch 549 | loss: 0.0311503 | val_loss: 0.0311662 | Time: 5744.34 ms [2021-01-20 07:50:37 main:574] : INFO : Epoch 550 | loss: 0.0311506 | val_loss: 0.0311662 | Time: 5722.96 ms [2021-01-20 07:50:43 main:574] : INFO : Epoch 551 | loss: 0.0311515 | val_loss: 0.0311717 | Time: 5675.69 ms [2021-01-20 07:50:49 main:574] : INFO : Epoch 552 | loss: 0.0311542 | val_loss: 0.0311784 | Time: 5690.55 ms [2021-01-20 07:50:54 main:574] : INFO : Epoch 553 | loss: 0.0311523 | val_loss: 0.0311718 | Time: 5670.68 ms [2021-01-20 07:51:00 main:574] : INFO : Epoch 554 | loss: 0.0311487 | val_loss: 0.0311661 | Time: 5692.93 ms [2021-01-20 07:51:06 main:574] : INFO : Epoch 555 | loss: 0.0311492 | val_loss: 0.0311697 | Time: 5724.32 ms [2021-01-20 07:51:12 main:574] : INFO : Epoch 556 | loss: 0.0311502 | val_loss: 0.031167 | Time: 5661.19 ms [2021-01-20 07:51:17 main:574] : INFO : Epoch 557 | loss: 0.0311501 | val_loss: 0.0311681 | Time: 5681.22 ms [2021-01-20 07:51:23 main:574] : INFO : Epoch 558 | loss: 0.0311481 | val_loss: 0.0311669 | Time: 5658.16 ms [2021-01-20 07:51:29 main:574] : INFO : Epoch 559 | loss: 0.0311468 | val_loss: 0.0311688 | Time: 5723.12 ms [2021-01-20 07:51:34 main:574] : INFO : Epoch 560 | loss: 0.0311485 | val_loss: 0.0311694 | Time: 5677.7 ms [2021-01-20 07:51:40 main:574] : INFO : Epoch 561 | loss: 0.0311486 | val_loss: 0.0311665 | Time: 5657.99 ms [2021-01-20 07:51:46 main:574] : INFO : Epoch 562 | loss: 0.0311485 | val_loss: 0.0311695 | Time: 5654.79 ms [2021-01-20 07:51:52 main:574] : INFO : Epoch 563 | loss: 0.0311494 | val_loss: 0.0311671 | Time: 5653.71 ms [2021-01-20 07:51:57 main:574] : INFO : Epoch 564 | loss: 0.0311482 | val_loss: 0.0311715 | Time: 5746.9 ms [2021-01-20 07:52:03 main:574] : INFO : Epoch 565 | loss: 0.0311495 | val_loss: 0.0311651 | Time: 5660.41 ms [2021-01-20 07:52:09 main:574] : INFO : Epoch 566 | loss: 0.031152 | val_loss: 0.0311698 | Time: 5686.1 ms [2021-01-20 07:52:15 main:574] : INFO : Epoch 567 | loss: 0.0311536 | val_loss: 0.0311687 | Time: 5753.47 ms [2021-01-20 07:52:21 main:574] : INFO : Epoch 568 | loss: 0.0311536 | val_loss: 0.0311698 | Time: 5711.96 ms [2021-01-20 07:52:26 main:574] : INFO : Epoch 569 | loss: 0.0311559 | val_loss: 0.0311671 | Time: 5665.64 ms [2021-01-20 07:52:32 main:574] : INFO : Epoch 570 | loss: 0.0311546 | val_loss: 0.0311711 | Time: 5654.67 ms [2021-01-20 07:52:38 main:574] : INFO : Epoch 571 | loss: 0.0311566 | val_loss: 0.0311695 | Time: 5695.67 ms [2021-01-20 07:52:44 main:574] : INFO : Epoch 572 | loss: 0.0311552 | val_loss: 0.0311722 | Time: 5667.33 ms [2021-01-20 07:52:49 main:574] : INFO : Epoch 573 | loss: 0.0311541 | val_loss: 0.0311676 | Time: 5655.57 ms [2021-01-20 07:52:55 main:574] : INFO : Epoch 574 | loss: 0.0311551 | val_loss: 0.0311759 | Time: 5670.58 ms [2021-01-20 07:53:01 main:574] : INFO : Epoch 575 | loss: 0.0311562 | val_loss: 0.0311729 | Time: 5770.35 ms [2021-01-20 07:53:07 main:574] : INFO : Epoch 576 | loss: 0.031152 | val_loss: 0.0311752 | Time: 5707.6 ms [2021-01-20 07:53:12 main:574] : INFO : Epoch 577 | loss: 0.031152 | val_loss: 0.0311696 | Time: 5727.33 ms [2021-01-20 07:53:18 main:574] : INFO : Epoch 578 | loss: 0.0311506 | val_loss: 0.0311679 | Time: 5760.13 ms [2021-01-20 07:53:24 main:574] : INFO : Epoch 579 | loss: 0.0311496 | val_loss: 0.0311678 | Time: 5714.83 ms [2021-01-20 07:53:30 main:574] : INFO : Epoch 580 | loss: 0.0311504 | val_loss: 0.0311668 | Time: 5654.72 ms [2021-01-20 07:53:36 main:574] : INFO : Epoch 581 | loss: 0.0311531 | val_loss: 0.0311656 | Time: 5669.35 ms [2021-01-20 07:53:41 main:574] : INFO : Epoch 582 | loss: 0.031156 | val_loss: 0.0311673 | Time: 5692.35 ms [2021-01-20 07:53:47 main:574] : INFO : Epoch 583 | loss: 0.0311555 | val_loss: 0.0311702 | Time: 5683.83 ms [2021-01-20 07:53:53 main:574] : INFO : Epoch 584 | loss: 0.031156 | val_loss: 0.0311707 | Time: 5757.17 ms [2021-01-20 07:53:59 main:574] : INFO : Epoch 585 | loss: 0.0311567 | val_loss: 0.0311679 | Time: 5692.83 ms [2021-01-20 07:54:05 main:574] : INFO : Epoch 586 | loss: 0.0311534 | val_loss: 0.0311679 | Time: 5657.4 ms [2021-01-20 07:54:10 main:574] : INFO : Epoch 587 | loss: 0.0311528 | val_loss: 0.0311662 | Time: 5787.42 ms [2021-01-20 07:54:16 main:574] : INFO : Epoch 588 | loss: 0.0311534 | val_loss: 0.0311684 | Time: 5679.14 ms [2021-01-20 07:54:22 main:574] : INFO : Epoch 589 | loss: 0.0311538 | val_loss: 0.0311675 | Time: 5668.67 ms [2021-01-20 07:54:28 main:574] : INFO : Epoch 590 | loss: 0.0311521 | val_loss: 0.0311662 | Time: 5707.21 ms [2021-01-20 07:54:33 main:574] : INFO : Epoch 591 | loss: 0.0311521 | val_loss: 0.0311683 | Time: 5666.2 ms [2021-01-20 07:54:39 main:574] : INFO : Epoch 592 | loss: 0.0311526 | val_loss: 0.0311664 | Time: 5676.16 ms [2021-01-20 07:54:45 main:574] : INFO : Epoch 593 | loss: 0.0311522 | val_loss: 0.0311669 | Time: 5715.73 ms [2021-01-20 07:54:51 main:574] : INFO : Epoch 594 | loss: 0.0311534 | val_loss: 0.0311676 | Time: 5666.44 ms [2021-01-20 07:54:56 main:574] : INFO : Epoch 595 | loss: 0.0311546 | val_loss: 0.0311714 | Time: 5666.03 ms [2021-01-20 07:55:02 main:574] : INFO : Epoch 596 | loss: 0.0311536 | val_loss: 0.031175 | Time: 5662.64 ms [2021-01-20 07:55:08 main:574] : INFO : Epoch 597 | loss: 0.0311545 | val_loss: 0.0311683 | Time: 5660.98 ms [2021-01-20 07:55:14 main:574] : INFO : Epoch 598 | loss: 0.0311522 | val_loss: 0.0311679 | Time: 5712.32 ms [2021-01-20 07:55:20 main:574] : INFO : Epoch 599 | loss: 0.0311517 | val_loss: 0.0311682 | Time: 5653.76 ms [2021-01-20 07:55:25 main:574] : INFO : Epoch 600 | loss: 0.0311535 | val_loss: 0.0311684 | Time: 5706.43 ms [2021-01-20 07:55:31 main:574] : INFO : Epoch 601 | loss: 0.0311528 | val_loss: 0.0311699 | Time: 5681.16 ms [2021-01-20 07:55:37 main:574] : INFO : Epoch 602 | loss: 0.0311541 | val_loss: 0.0311668 | Time: 5762.27 ms [2021-01-20 07:55:43 main:574] : INFO : Epoch 603 | loss: 0.0311516 | val_loss: 0.0311691 | Time: 5756.55 ms [2021-01-20 07:55:49 main:574] : INFO : Epoch 604 | loss: 0.0311548 | val_loss: 0.0311659 | Time: 5748.84 ms [2021-01-20 07:55:55 main:574] : INFO : Epoch 605 | loss: 0.0311519 | val_loss: 0.0311737 | Time: 5739.6 ms [2021-01-20 07:56:00 main:574] : INFO : Epoch 606 | loss: 0.0311549 | val_loss: 0.03117 | Time: 5671.2 ms [2021-01-20 07:56:06 main:574] : INFO : Epoch 607 | loss: 0.0311552 | val_loss: 0.0311675 | Time: 5718.57 ms [2021-01-20 07:56:12 main:574] : INFO : Epoch 608 | loss: 0.0311537 | val_loss: 0.0311656 | Time: 5681.46 ms [2021-01-20 07:56:18 main:574] : INFO : Epoch 609 | loss: 0.0311566 | val_loss: 0.0311691 | Time: 5731.47 ms [2021-01-20 07:56:23 main:574] : INFO : Epoch 610 | loss: 0.0311571 | val_loss: 0.0311671 | Time: 5716.17 ms [2021-01-20 07:56:29 main:574] : INFO : Epoch 611 | loss: 0.0311562 | val_loss: 0.0311674 | Time: 5664.41 ms [2021-01-20 07:56:35 main:574] : INFO : Epoch 612 | loss: 0.0311557 | val_loss: 0.031172 | Time: 5695.24 ms [2021-01-20 07:56:41 main:574] : INFO : Epoch 613 | loss: 0.0311573 | val_loss: 0.0311708 | Time: 5687.15 ms [2021-01-20 07:56:46 main:574] : INFO : Epoch 614 | loss: 0.0311567 | val_loss: 0.0311659 | Time: 5692.52 ms [2021-01-20 07:56:52 main:574] : INFO : Epoch 615 | loss: 0.0311574 | val_loss: 0.0311703 | Time: 5690.55 ms [2021-01-20 07:56:58 main:574] : INFO : Epoch 616 | loss: 0.0311575 | val_loss: 0.0311684 | Time: 5668.56 ms [2021-01-20 07:57:04 main:574] : INFO : Epoch 617 | loss: 0.0311536 | val_loss: 0.0311673 | Time: 5683.78 ms [2021-01-20 07:57:09 main:574] : INFO : Epoch 618 | loss: 0.031154 | val_loss: 0.0311702 | Time: 5653.68 ms [2021-01-20 07:57:15 main:574] : INFO : Epoch 619 | loss: 0.0311568 | val_loss: 0.0311743 | Time: 5703.56 ms [2021-01-20 07:57:21 main:574] : INFO : Epoch 620 | loss: 0.0311547 | val_loss: 0.0311683 | Time: 5681.06 ms [2021-01-20 07:57:27 main:574] : INFO : Epoch 621 | loss: 0.0311532 | val_loss: 0.031166 | Time: 5715.22 ms [2021-01-20 07:57:32 main:574] : INFO : Epoch 622 | loss: 0.0311535 | val_loss: 0.0311693 | Time: 5663.21 ms [2021-01-20 07:57:38 main:574] : INFO : Epoch 623 | loss: 0.0311563 | val_loss: 0.0311683 | Time: 5722.82 ms [2021-01-20 07:57:44 main:574] : INFO : Epoch 624 | loss: 0.0311584 | val_loss: 0.0311694 | Time: 5667.86 ms [2021-01-20 07:57:50 main:574] : INFO : Epoch 625 | loss: 0.0311564 | val_loss: 0.0311693 | Time: 5695.93 ms [2021-01-20 07:57:55 main:574] : INFO : Epoch 626 | loss: 0.0311553 | val_loss: 0.031168 | Time: 5739 ms [2021-01-20 07:58:01 main:574] : INFO : Epoch 627 | loss: 0.0311544 | val_loss: 0.0311689 | Time: 5732.32 ms [2021-01-20 07:58:07 main:574] : INFO : Epoch 628 | loss: 0.0311566 | val_loss: 0.0311699 | Time: 5660.9 ms [2021-01-20 07:58:13 main:574] : INFO : Epoch 629 | loss: 0.0311547 | val_loss: 0.0311655 | Time: 5665.4 ms [2021-01-20 07:58:18 main:574] : INFO : Epoch 630 | loss: 0.0311541 | val_loss: 0.0311713 | Time: 5681.72 ms [2021-01-20 07:58:24 main:574] : INFO : Epoch 631 | loss: 0.0311556 | val_loss: 0.0311653 | Time: 5758.41 ms [2021-01-20 07:58:30 main:574] : INFO : Epoch 632 | loss: 0.0311552 | val_loss: 0.0311666 | Time: 5668.49 ms [2021-01-20 07:58:36 main:574] : INFO : Epoch 633 | loss: 0.0311533 | val_loss: 0.0311676 | Time: 5727.15 ms [2021-01-20 07:58:42 main:574] : INFO : Epoch 634 | loss: 0.0311533 | val_loss: 0.0311674 | Time: 5695.75 ms [2021-01-20 07:58:47 main:574] : INFO : Epoch 635 | loss: 0.0311533 | val_loss: 0.0311675 | Time: 5743.87 ms [2021-01-20 07:58:53 main:574] : INFO : Epoch 636 | loss: 0.0311527 | val_loss: 0.0311647 | Time: 5713.98 ms [2021-01-20 07:58:59 main:574] : INFO : Epoch 637 | loss: 0.0311558 | val_loss: 0.0311648 | Time: 5658.59 ms [2021-01-20 07:59:05 main:574] : INFO : Epoch 638 | loss: 0.0311595 | val_loss: 0.0311674 | Time: 5660.12 ms [2021-01-20 07:59:10 main:574] : INFO : Epoch 639 | loss: 0.0311577 | val_loss: 0.0311642 | Time: 5708.69 ms [2021-01-20 07:59:16 main:574] : INFO : Epoch 640 | loss: 0.0311575 | val_loss: 0.0311668 | Time: 5773.72 ms [2021-01-20 07:59:22 main:574] : INFO : Epoch 641 | loss: 0.0311599 | val_loss: 0.031164 | Time: 5653.47 ms [2021-01-20 07:59:28 main:574] : INFO : Epoch 642 | loss: 0.0311569 | val_loss: 0.0311627 | Time: 5715.11 ms [2021-01-20 07:59:33 main:574] : INFO : Epoch 643 | loss: 0.0311544 | val_loss: 0.0311671 | Time: 5703.55 ms [2021-01-20 07:59:39 main:574] : INFO : Epoch 644 | loss: 0.0311565 | val_loss: 0.0311656 | Time: 5686.27 ms [2021-01-20 07:59:45 main:574] : INFO : Epoch 645 | loss: 0.031158 | val_loss: 0.0311665 | Time: 5668.31 ms [2021-01-20 07:59:51 main:574] : INFO : Epoch 646 | loss: 0.0311583 | val_loss: 0.0311647 | Time: 5697.27 ms [2021-01-20 07:59:56 main:574] : INFO : Epoch 647 | loss: 0.0311582 | val_loss: 0.0311651 | Time: 5685.5 ms [2021-01-20 08:00:02 main:574] : INFO : Epoch 648 | loss: 0.0311583 | val_loss: 0.0311636 | Time: 5714.78 ms [2021-01-20 08:00:08 main:574] : INFO : Epoch 649 | loss: 0.0311596 | val_loss: 0.0311677 | Time: 5708.99 ms [2021-01-20 08:00:14 main:574] : INFO : Epoch 650 | loss: 0.0311622 | val_loss: 0.0311724 | Time: 5705.69 ms [2021-01-20 08:00:19 main:574] : INFO : Epoch 651 | loss: 0.0311694 | val_loss: 0.0311718 | Time: 5744.67 ms [2021-01-20 08:00:25 main:574] : INFO : Epoch 652 | loss: 0.0311677 | val_loss: 0.031174 | Time: 5662.03 ms [2021-01-20 08:00:31 main:574] : INFO : Epoch 653 | loss: 0.0311675 | val_loss: 0.0311734 | Time: 5671.58 ms [2021-01-20 08:00:37 main:574] : INFO : Epoch 654 | loss: 0.0311665 | val_loss: 0.0311705 | Time: 5700.48 ms [2021-01-20 08:00:42 main:574] : INFO : Epoch 655 | loss: 0.0311659 | val_loss: 0.0311759 | Time: 5665.83 ms [2021-01-20 08:00:48 main:574] : INFO : Epoch 656 | loss: 0.0311648 | val_loss: 0.0311706 | Time: 5680.85 ms [2021-01-20 08:00:54 main:574] : INFO : Epoch 657 | loss: 0.0311628 | val_loss: 0.0311717 | Time: 5660.14 ms [2021-01-20 08:01:00 main:574] : INFO : Epoch 658 | loss: 0.0311626 | val_loss: 0.0311733 | Time: 5749.36 ms [2021-01-20 08:01:05 main:574] : INFO : Epoch 659 | loss: 0.0311641 | val_loss: 0.0311714 | Time: 5710.62 ms [2021-01-20 08:01:11 main:574] : INFO : Epoch 660 | loss: 0.0311638 | val_loss: 0.0311733 | Time: 5751.55 ms [2021-01-20 08:01:17 main:574] : INFO : Epoch 661 | loss: 0.0311624 | val_loss: 0.0311718 | Time: 5706.72 ms [2021-01-20 08:01:23 main:574] : INFO : Epoch 662 | loss: 0.0311642 | val_loss: 0.0311729 | Time: 5659.19 ms [2021-01-20 08:01:28 main:574] : INFO : Epoch 663 | loss: 0.0311623 | val_loss: 0.0311702 | Time: 5716.69 ms [2021-01-20 08:01:34 main:574] : INFO : Epoch 664 | loss: 0.0311645 | val_loss: 0.0311691 | Time: 5671.9 ms [2021-01-20 08:01:40 main:574] : INFO : Epoch 665 | loss: 0.0311639 | val_loss: 0.0311671 | Time: 5666.85 ms [2021-01-20 08:01:46 main:574] : INFO : Epoch 666 | loss: 0.0311646 | val_loss: 0.0311744 | Time: 5676.41 ms [2021-01-20 08:01:51 main:574] : INFO : Epoch 667 | loss: 0.0311633 | val_loss: 0.0311673 | Time: 5744.98 ms [2021-01-20 08:01:57 main:574] : INFO : Epoch 668 | loss: 0.0311621 | val_loss: 0.0311695 | Time: 5686.89 ms [2021-01-20 08:02:03 main:574] : INFO : Epoch 669 | loss: 0.0311607 | val_loss: 0.0311686 | Time: 5660.94 ms [2021-01-20 08:02:09 main:574] : INFO : Epoch 670 | loss: 0.0311611 | val_loss: 0.031169 | Time: 5685.33 ms [2021-01-20 08:02:14 main:574] : INFO : Epoch 671 | loss: 0.0311605 | val_loss: 0.0311687 | Time: 5704.63 ms [2021-01-20 08:02:20 main:574] : INFO : Epoch 672 | loss: 0.0311598 | val_loss: 0.0311707 | Time: 5688.44 ms [2021-01-20 08:02:26 main:574] : INFO : Epoch 673 | loss: 0.0311613 | val_loss: 0.0311742 | Time: 5737.36 ms [2021-01-20 08:02:32 main:574] : INFO : Epoch 674 | loss: 0.0311642 | val_loss: 0.03117 | Time: 5661.25 ms [2021-01-20 08:02:37 main:574] : INFO : Epoch 675 | loss: 0.0311594 | val_loss: 0.0311692 | Time: 5694.25 ms [2021-01-20 08:02:43 main:574] : INFO : Epoch 676 | loss: 0.0311635 | val_loss: 0.031169 | Time: 5664.57 ms [2021-01-20 08:02:49 main:574] : INFO : Epoch 677 | loss: 0.0311787 | val_loss: 0.0323153 | Time: 5722.82 ms [2021-01-20 08:02:55 main:574] : INFO : Epoch 678 | loss: 0.0367477 | val_loss: 0.0327449 | Time: 5735.33 ms [2021-01-20 08:03:00 main:574] : INFO : Epoch 679 | loss: 0.0319788 | val_loss: 0.0312642 | Time: 5684.14 ms [2021-01-20 08:03:06 main:574] : INFO : Epoch 680 | loss: 0.0312821 | val_loss: 0.0312237 | Time: 5692.99 ms [2021-01-20 08:03:12 main:574] : INFO : Epoch 681 | loss: 0.0312182 | val_loss: 0.0312062 | Time: 5712.27 ms [2021-01-20 08:03:18 main:574] : INFO : Epoch 682 | loss: 0.0312063 | val_loss: 0.0312025 | Time: 5692.1 ms [2021-01-20 08:03:24 main:574] : INFO : Epoch 683 | loss: 0.0311982 | val_loss: 0.0311985 | Time: 5690.25 ms [2021-01-20 08:03:29 main:574] : INFO : Epoch 684 | loss: 0.0311941 | val_loss: 0.0311955 | Time: 5681.91 ms [2021-01-20 08:03:35 main:574] : INFO : Epoch 685 | loss: 0.0311916 | val_loss: 0.0311924 | Time: 5658.08 ms [2021-01-20 08:03:41 main:574] : INFO : Epoch 686 | loss: 0.0311886 | val_loss: 0.0311903 | Time: 5741.11 ms [2021-01-20 08:03:47 main:574] : INFO : Epoch 687 | loss: 0.0311871 | val_loss: 0.0311889 | Time: 5663.6 ms [2021-01-20 08:03:52 main:574] : INFO : Epoch 688 | loss: 0.0311847 | val_loss: 0.0311869 | Time: 5713.83 ms [2021-01-20 08:03:58 main:574] : INFO : Epoch 689 | loss: 0.0311835 | val_loss: 0.0311863 | Time: 5727.81 ms [2021-01-20 08:04:04 main:574] : INFO : Epoch 690 | loss: 0.0311825 | val_loss: 0.0311907 | Time: 5657.11 ms [2021-01-20 08:04:10 main:574] : INFO : Epoch 691 | loss: 0.0311846 | val_loss: 0.0311869 | Time: 5732.74 ms [2021-01-20 08:04:15 main:574] : INFO : Epoch 692 | loss: 0.0311829 | val_loss: 0.0311848 | Time: 5684.56 ms [2021-01-20 08:04:21 main:574] : INFO : Epoch 693 | loss: 0.0311814 | val_loss: 0.0311843 | Time: 5751.35 ms [2021-01-20 08:04:27 main:574] : INFO : Epoch 694 | loss: 0.0311806 | val_loss: 0.0311822 | Time: 5681.14 ms [2021-01-20 08:04:33 main:574] : INFO : Epoch 695 | loss: 0.0311795 | val_loss: 0.0311826 | Time: 5697.04 ms [2021-01-20 08:04:38 main:574] : INFO : Epoch 696 | loss: 0.0311788 | val_loss: 0.0311832 | Time: 5658.14 ms [2021-01-20 08:04:44 main:574] : INFO : Epoch 697 | loss: 0.0311783 | val_loss: 0.0311812 | Time: 5662.33 ms [2021-01-20 08:04:50 main:574] : INFO : Epoch 698 | loss: 0.031178 | val_loss: 0.0311821 | Time: 5662.05 ms [2021-01-20 08:04:56 main:574] : INFO : Epoch 699 | loss: 0.0311769 | val_loss: 0.031181 | Time: 5663.07 ms [2021-01-20 08:05:01 main:574] : INFO : Epoch 700 | loss: 0.0311766 | val_loss: 0.0311799 | Time: 5672.06 ms [2021-01-20 08:05:07 main:574] : INFO : Epoch 701 | loss: 0.0311754 | val_loss: 0.0311814 | Time: 5660.84 ms [2021-01-20 08:05:13 main:574] : INFO : Epoch 702 | loss: 0.031175 | val_loss: 0.0311802 | Time: 5659.91 ms [2021-01-20 08:05:19 main:574] : INFO : Epoch 703 | loss: 0.0311743 | val_loss: 0.0311799 | Time: 5718.61 ms [2021-01-20 08:05:24 main:574] : INFO : Epoch 704 | loss: 0.0311738 | val_loss: 0.0311819 | Time: 5652.07 ms [2021-01-20 08:05:30 main:574] : INFO : Epoch 705 | loss: 0.0311738 | val_loss: 0.0311806 | Time: 5675.71 ms [2021-01-20 08:05:36 main:574] : INFO : Epoch 706 | loss: 0.0311751 | val_loss: 0.0311821 | Time: 5697.38 ms [2021-01-20 08:05:42 main:574] : INFO : Epoch 707 | loss: 0.0311756 | val_loss: 0.0311785 | Time: 5742.89 ms [2021-01-20 08:05:47 main:574] : INFO : Epoch 708 | loss: 0.0311762 | val_loss: 0.0311864 | Time: 5679.05 ms [2021-01-20 08:05:53 main:574] : INFO : Epoch 709 | loss: 0.0311762 | val_loss: 0.0311773 | Time: 5704.38 ms [2021-01-20 08:05:59 main:574] : INFO : Epoch 710 | loss: 0.031173 | val_loss: 0.031179 | Time: 5665.75 ms [2021-01-20 08:06:05 main:574] : INFO : Epoch 711 | loss: 0.0311745 | val_loss: 0.0311775 | Time: 5712.46 ms [2021-01-20 08:06:10 main:574] : INFO : Epoch 712 | loss: 0.031173 | val_loss: 0.0311781 | Time: 5733.4 ms [2021-01-20 08:06:16 main:574] : INFO : Epoch 713 | loss: 0.0311723 | val_loss: 0.0311775 | Time: 5660.37 ms [2021-01-20 08:06:22 main:574] : INFO : Epoch 714 | loss: 0.031172 | val_loss: 0.0311784 | Time: 5662.31 ms [2021-01-20 08:06:28 main:574] : INFO : Epoch 715 | loss: 0.0311713 | val_loss: 0.0311771 | Time: 5771.61 ms [2021-01-20 08:06:33 main:574] : INFO : Epoch 716 | loss: 0.031172 | val_loss: 0.0311776 | Time: 5683.17 ms [2021-01-20 08:06:39 main:574] : INFO : Epoch 717 | loss: 0.0311703 | val_loss: 0.0311763 | Time: 5725.15 ms [2021-01-20 08:06:45 main:574] : INFO : Epoch 718 | loss: 0.0311691 | val_loss: 0.0311766 | Time: 5655.3 ms [2021-01-20 08:06:51 main:574] : INFO : Epoch 719 | loss: 0.0311696 | val_loss: 0.0311777 | Time: 5672.3 ms [2021-01-20 08:06:56 main:574] : INFO : Epoch 720 | loss: 0.0311695 | val_loss: 0.0311793 | Time: 5735.59 ms [2021-01-20 08:07:02 main:574] : INFO : Epoch 721 | loss: 0.0311699 | val_loss: 0.0311772 | Time: 5679.46 ms [2021-01-20 08:07:08 main:574] : INFO : Epoch 722 | loss: 0.0311694 | val_loss: 0.0311783 | Time: 5652.77 ms [2021-01-20 08:07:14 main:574] : INFO : Epoch 723 | loss: 0.0311714 | val_loss: 0.0311801 | Time: 5680.52 ms [2021-01-20 08:07:19 main:574] : INFO : Epoch 724 | loss: 0.031171 | val_loss: 0.0311791 | Time: 5664.16 ms [2021-01-20 08:07:25 main:574] : INFO : Epoch 725 | loss: 0.031169 | val_loss: 0.0311781 | Time: 5715.36 ms [2021-01-20 08:07:31 main:574] : INFO : Epoch 726 | loss: 0.0311711 | val_loss: 0.0311797 | Time: 5734.38 ms [2021-01-20 08:07:37 main:574] : INFO : Epoch 727 | loss: 0.0311721 | val_loss: 0.0311778 | Time: 5672.39 ms [2021-01-20 08:07:42 main:574] : INFO : Epoch 728 | loss: 0.0311731 | val_loss: 0.0311805 | Time: 5682.12 ms [2021-01-20 08:07:48 main:574] : INFO : Epoch 729 | loss: 0.0311725 | val_loss: 0.0311823 | Time: 5758.36 ms [2021-01-20 08:07:54 main:574] : INFO : Epoch 730 | loss: 0.0311737 | val_loss: 0.0311777 | Time: 5662.95 ms [2021-01-20 08:08:00 main:574] : INFO : Epoch 731 | loss: 0.0311747 | val_loss: 0.0311793 | Time: 5717.69 ms [2021-01-20 08:08:05 main:574] : INFO : Epoch 732 | loss: 0.0311735 | val_loss: 0.0311788 | Time: 5684.54 ms [2021-01-20 08:08:11 main:574] : INFO : Epoch 733 | loss: 0.0311732 | val_loss: 0.0311807 | Time: 5659.95 ms [2021-01-20 08:08:17 main:574] : INFO : Epoch 734 | loss: 0.0311732 | val_loss: 0.0311774 | Time: 5781.62 ms [2021-01-20 08:08:23 main:574] : INFO : Epoch 735 | loss: 0.0311723 | val_loss: 0.0311761 | Time: 5705.96 ms [2021-01-20 08:08:28 main:574] : INFO : Epoch 736 | loss: 0.031171 | val_loss: 0.0311768 | Time: 5712.05 ms [2021-01-20 08:08:34 main:574] : INFO : Epoch 737 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 5715.02 ms [2021-01-20 08:08:40 main:574] : INFO : Epoch 738 | loss: 0.0311711 | val_loss: 0.0311763 | Time: 5713.27 ms [2021-01-20 08:08:46 main:574] : INFO : Epoch 739 | loss: 0.0311697 | val_loss: 0.0311744 | Time: 5683.66 ms [2021-01-20 08:08:52 main:574] : INFO : Epoch 740 | loss: 0.0311708 | val_loss: 0.0311789 | Time: 5751.89 ms [2021-01-20 08:08:57 main:574] : INFO : Epoch 741 | loss: 0.031172 | val_loss: 0.0311741 | Time: 5690.95 ms [2021-01-20 08:09:03 main:574] : INFO : Epoch 742 | loss: 0.0311679 | val_loss: 0.0311735 | Time: 5795.44 ms [2021-01-20 08:09:09 main:574] : INFO : Epoch 743 | loss: 0.0311676 | val_loss: 0.0311737 | Time: 5745.25 ms [2021-01-20 08:09:15 main:574] : INFO : Epoch 744 | loss: 0.0311677 | val_loss: 0.0311733 | Time: 5722.08 ms [2021-01-20 08:09:20 main:574] : INFO : Epoch 745 | loss: 0.0311678 | val_loss: 0.0311742 | Time: 5691.11 ms [2021-01-20 08:09:26 main:574] : INFO : Epoch 746 | loss: 0.0311692 | val_loss: 0.0311752 | Time: 5745.67 ms [2021-01-20 08:09:32 main:574] : INFO : Epoch 747 | loss: 0.0311714 | val_loss: 0.0311728 | Time: 5715.34 ms [2021-01-20 08:09:38 main:574] : INFO : Epoch 748 | loss: 0.031173 | val_loss: 0.03117 | Time: 5756.49 ms [2021-01-20 08:09:44 main:574] : INFO : Epoch 749 | loss: 0.0311702 | val_loss: 0.0311687 | Time: 5687.45 ms [2021-01-20 08:09:49 main:574] : INFO : Epoch 750 | loss: 0.0311695 | val_loss: 0.0311684 | Time: 5657.17 ms [2021-01-20 08:09:55 main:574] : INFO : Epoch 751 | loss: 0.0311707 | val_loss: 0.0311683 | Time: 5721.11 ms [2021-01-20 08:10:01 main:574] : INFO : Epoch 752 | loss: 0.0311684 | val_loss: 0.0311694 | Time: 5766.35 ms [2021-01-20 08:10:07 main:574] : INFO : Epoch 753 | loss: 0.0311677 | val_loss: 0.0311687 | Time: 5690.31 ms [2021-01-20 08:10:13 main:574] : INFO : Epoch 754 | loss: 0.0311669 | val_loss: 0.0311685 | Time: 5659.42 ms [2021-01-20 08:10:18 main:574] : INFO : Epoch 755 | loss: 0.0311665 | val_loss: 0.0311687 | Time: 5746.67 ms [2021-01-20 08:10:24 main:574] : INFO : Epoch 756 | loss: 0.0311662 | val_loss: 0.0311717 | Time: 5715.95 ms [2021-01-20 08:10:30 main:574] : INFO : Epoch 757 | loss: 0.0311676 | val_loss: 0.0311676 | Time: 5727.9 ms [2021-01-20 08:10:36 main:574] : INFO : Epoch 758 | loss: 0.0311679 | val_loss: 0.0311682 | Time: 5694.98 ms [2021-01-20 08:10:42 main:574] : INFO : Epoch 759 | loss: 0.0311657 | val_loss: 0.031166 | Time: 5716.76 ms [2021-01-20 08:10:47 main:574] : INFO : Epoch 760 | loss: 0.0311639 | val_loss: 0.0311669 | Time: 5657.13 ms [2021-01-20 08:10:53 main:574] : INFO : Epoch 761 | loss: 0.031163 | val_loss: 0.0311651 | Time: 5657.01 ms [2021-01-20 08:10:59 main:574] : INFO : Epoch 762 | loss: 0.031163 | val_loss: 0.0311707 | Time: 5708.35 ms [2021-01-20 08:11:05 main:574] : INFO : Epoch 763 | loss: 0.0311635 | val_loss: 0.0311659 | Time: 5685.38 ms [2021-01-20 08:11:10 main:574] : INFO : Epoch 764 | loss: 0.0311624 | val_loss: 0.0311653 | Time: 5696.04 ms [2021-01-20 08:11:16 main:574] : INFO : Epoch 765 | loss: 0.031161 | val_loss: 0.0311649 | Time: 5671.82 ms [2021-01-20 08:11:22 main:574] : INFO : Epoch 766 | loss: 0.0311612 | val_loss: 0.031166 | Time: 5659.64 ms [2021-01-20 08:11:28 main:574] : INFO : Epoch 767 | loss: 0.0311628 | val_loss: 0.0311703 | Time: 5732.06 ms [2021-01-20 08:11:33 main:574] : INFO : Epoch 768 | loss: 0.0311643 | val_loss: 0.0311642 | Time: 5719.08 ms [2021-01-20 08:11:39 main:574] : INFO : Epoch 769 | loss: 0.0311651 | val_loss: 0.031169 | Time: 5698.4 ms [2021-01-20 08:11:45 main:574] : INFO : Epoch 770 | loss: 0.0311653 | val_loss: 0.0311687 | Time: 5681.29 ms [2021-01-20 08:11:51 main:574] : INFO : Epoch 771 | loss: 0.0311676 | val_loss: 0.0311675 | Time: 5705.37 ms [2021-01-20 08:11:56 main:574] : INFO : Epoch 772 | loss: 0.0311658 | val_loss: 0.0311668 | Time: 5699.6 ms [2021-01-20 08:12:02 main:574] : INFO : Epoch 773 | loss: 0.0311665 | val_loss: 0.0311704 | Time: 5694.82 ms [2021-01-20 08:12:08 main:574] : INFO : Epoch 774 | loss: 0.031167 | val_loss: 0.0311678 | Time: 5660.29 ms [2021-01-20 08:12:14 main:574] : INFO : Epoch 775 | loss: 0.0311691 | val_loss: 0.0311744 | Time: 5720.07 ms [2021-01-20 08:12:20 main:574] : INFO : Epoch 776 | loss: 0.0311665 | val_loss: 0.0311671 | Time: 5714.98 ms [2021-01-20 08:12:25 main:574] : INFO : Epoch 777 | loss: 0.0311646 | val_loss: 0.031168 | Time: 5737.36 ms [2021-01-20 08:12:31 main:574] : INFO : Epoch 778 | loss: 0.0311637 | val_loss: 0.0311678 | Time: 5699.62 ms [2021-01-20 08:12:37 main:574] : INFO : Epoch 779 | loss: 0.0311621 | val_loss: 0.031167 | Time: 5680.19 ms [2021-01-20 08:12:43 main:574] : INFO : Epoch 780 | loss: 0.0311621 | val_loss: 0.0311659 | Time: 5656.11 ms [2021-01-20 08:12:48 main:574] : INFO : Epoch 781 | loss: 0.0311626 | val_loss: 0.0311705 | Time: 5680.67 ms [2021-01-20 08:12:54 main:574] : INFO : Epoch 782 | loss: 0.031163 | val_loss: 0.0311687 | Time: 5685.38 ms [2021-01-20 08:13:00 main:574] : INFO : Epoch 783 | loss: 0.0311616 | val_loss: 0.0311672 | Time: 5696.41 ms [2021-01-20 08:13:06 main:574] : INFO : Epoch 784 | loss: 0.0311617 | val_loss: 0.0311651 | Time: 5706.6 ms [2021-01-20 08:13:11 main:574] : INFO : Epoch 785 | loss: 0.0311614 | val_loss: 0.0311653 | Time: 5708.11 ms [2021-01-20 08:13:17 main:574] : INFO : Epoch 786 | loss: 0.0311612 | val_loss: 0.031167 | Time: 5664.38 ms [2021-01-20 08:13:23 main:574] : INFO : Epoch 787 | loss: 0.0311611 | val_loss: 0.0311663 | Time: 5693.41 ms [2021-01-20 08:13:29 main:574] : INFO : Epoch 788 | loss: 0.0311619 | val_loss: 0.03117 | Time: 5763.24 ms [2021-01-20 08:13:34 main:574] : INFO : Epoch 789 | loss: 0.0311601 | val_loss: 0.0311662 | Time: 5657.49 ms [2021-01-20 08:13:40 main:574] : INFO : Epoch 790 | loss: 0.03116 | val_loss: 0.031168 | Time: 5719.44 ms [2021-01-20 08:13:46 main:574] : INFO : Epoch 791 | loss: 0.031161 | val_loss: 0.0311665 | Time: 5697.55 ms [2021-01-20 08:13:52 main:574] : INFO : Epoch 792 | loss: 0.0311602 | val_loss: 0.0311665 | Time: 5702.58 ms [2021-01-20 08:13:57 main:574] : INFO : Epoch 793 | loss: 0.031161 | val_loss: 0.0311673 | Time: 5689.23 ms [2021-01-20 08:14:03 main:574] : INFO : Epoch 794 | loss: 0.0311616 | val_loss: 0.0311655 | Time: 5684.61 ms [2021-01-20 08:14:09 main:574] : INFO : Epoch 795 | loss: 0.0311599 | val_loss: 0.0311667 | Time: 5719.53 ms [2021-01-20 08:14:15 main:574] : INFO : Epoch 796 | loss: 0.03116 | val_loss: 0.031166 | Time: 5735.63 ms [2021-01-20 08:14:21 main:574] : INFO : Epoch 797 | loss: 0.0311602 | val_loss: 0.0311671 | Time: 5709.2 ms [2021-01-20 08:14:26 main:574] : INFO : Epoch 798 | loss: 0.0311585 | val_loss: 0.0311648 | Time: 5670.45 ms [2021-01-20 08:14:32 main:574] : INFO : Epoch 799 | loss: 0.0311622 | val_loss: 0.0311683 | Time: 5660.95 ms [2021-01-20 08:14:38 main:574] : INFO : Epoch 800 | loss: 0.0311624 | val_loss: 0.031167 | Time: 5769.98 ms [2021-01-20 08:14:44 main:574] : INFO : Epoch 801 | loss: 0.031163 | val_loss: 0.0311672 | Time: 5702.81 ms [2021-01-20 08:14:49 main:574] : INFO : Epoch 802 | loss: 0.0311619 | val_loss: 0.0311677 | Time: 5764.1 ms [2021-01-20 08:14:55 main:574] : INFO : Epoch 803 | loss: 0.0311603 | val_loss: 0.0311657 | Time: 5715.46 ms [2021-01-20 08:15:01 main:574] : INFO : Epoch 804 | loss: 0.0311608 | val_loss: 0.0311648 | Time: 5727.94 ms [2021-01-20 08:15:07 main:574] : INFO : Epoch 805 | loss: 0.0311601 | val_loss: 0.031165 | Time: 5711.34 ms [2021-01-20 08:15:13 main:574] : INFO : Epoch 806 | loss: 0.03116 | val_loss: 0.0311635 | Time: 5704.5 ms [2021-01-20 08:15:19 main:574] : INFO : Epoch 807 | loss: 0.0311598 | val_loss: 0.0311703 | Time: 5707.69 ms [2021-01-20 08:15:24 main:574] : INFO : Epoch 808 | loss: 0.0311605 | val_loss: 0.0311643 | Time: 5653.93 ms [2021-01-20 08:15:30 main:574] : INFO : Epoch 809 | loss: 0.0311592 | val_loss: 0.0311653 | Time: 5759.22 ms [2021-01-20 08:15:36 main:574] : INFO : Epoch 810 | loss: 0.0311585 | val_loss: 0.0311648 | Time: 5735.55 ms [2021-01-20 08:15:42 main:574] : INFO : Epoch 811 | loss: 0.0311587 | val_loss: 0.0311677 | Time: 5729.29 ms [2021-01-20 08:15:47 main:574] : INFO : Epoch 812 | loss: 0.0311578 | val_loss: 0.0311666 | Time: 5748.67 ms [2021-01-20 08:15:53 main:574] : INFO : Epoch 813 | loss: 0.0311578 | val_loss: 0.0311686 | Time: 5660.28 ms [2021-01-20 08:15:59 main:574] : INFO : Epoch 814 | loss: 0.0311562 | val_loss: 0.0311656 | Time: 5705.79 ms [2021-01-20 08:16:05 main:574] : INFO : Epoch 815 | loss: 0.0311554 | val_loss: 0.0311671 | Time: 5719.79 ms [2021-01-20 08:16:10 main:574] : INFO : Epoch 816 | loss: 0.031155 | val_loss: 0.031164 | Time: 5699.48 ms [2021-01-20 08:16:16 main:574] : INFO : Epoch 817 | loss: 0.031155 | val_loss: 0.0311639 | Time: 5669.91 ms [2021-01-20 08:16:22 main:574] : INFO : Epoch 818 | loss: 0.0311553 | val_loss: 0.0311661 | Time: 5667.4 ms [2021-01-20 08:16:28 main:574] : INFO : Epoch 819 | loss: 0.0311552 | val_loss: 0.0311706 | Time: 5664.9 ms [2021-01-20 08:16:34 main:574] : INFO : Epoch 820 | loss: 0.0311561 | val_loss: 0.0311694 | Time: 5742.58 ms [2021-01-20 08:16:39 main:574] : INFO : Epoch 821 | loss: 0.0311554 | val_loss: 0.0311691 | Time: 5665.17 ms [2021-01-20 08:16:45 main:574] : INFO : Epoch 822 | loss: 0.0311578 | val_loss: 0.0311746 | Time: 5740.69 ms [2021-01-20 08:16:51 main:574] : INFO : Epoch 823 | loss: 0.0311606 | val_loss: 0.0311731 | Time: 5679.03 ms [2021-01-20 08:16:57 main:574] : INFO : Epoch 824 | loss: 0.031157 | val_loss: 0.0311684 | Time: 5682.07 ms [2021-01-20 08:17:02 main:574] : INFO : Epoch 825 | loss: 0.031154 | val_loss: 0.0311688 | Time: 5786.84 ms [2021-01-20 08:17:08 main:574] : INFO : Epoch 826 | loss: 0.0311554 | val_loss: 0.0311691 | Time: 5671.88 ms [2021-01-20 08:17:14 main:574] : INFO : Epoch 827 | loss: 0.0311561 | val_loss: 0.0311673 | Time: 5669.74 ms [2021-01-20 08:17:20 main:574] : INFO : Epoch 828 | loss: 0.0311553 | val_loss: 0.0311697 | Time: 5710.18 ms [2021-01-20 08:17:25 main:574] : INFO : Epoch 829 | loss: 0.0311564 | val_loss: 0.0311693 | Time: 5659.75 ms [2021-01-20 08:17:31 main:574] : INFO : Epoch 830 | loss: 0.0311553 | val_loss: 0.0311685 | Time: 5758.14 ms [2021-01-20 08:17:37 main:574] : INFO : Epoch 831 | loss: 0.0311555 | val_loss: 0.0311669 | Time: 5656.47 ms [2021-01-20 08:17:43 main:574] : INFO : Epoch 832 | loss: 0.0311535 | val_loss: 0.0311656 | Time: 5684.38 ms [2021-01-20 08:17:48 main:574] : INFO : Epoch 833 | loss: 0.0311543 | val_loss: 0.0311671 | Time: 5674.35 ms [2021-01-20 08:17:54 main:574] : INFO : Epoch 834 | loss: 0.031155 | val_loss: 0.0311651 | Time: 5702.78 ms [2021-01-20 08:18:00 main:574] : INFO : Epoch 835 | loss: 0.0311549 | val_loss: 0.0311664 | Time: 5659.97 ms [2021-01-20 08:18:06 main:574] : INFO : Epoch 836 | loss: 0.0311554 | val_loss: 0.031167 | Time: 5659.96 ms [2021-01-20 08:18:11 main:574] : INFO : Epoch 837 | loss: 0.0311583 | val_loss: 0.031168 | Time: 5700.86 ms [2021-01-20 08:18:17 main:574] : INFO : Epoch 838 | loss: 0.0311618 | val_loss: 0.0311671 | Time: 5743.25 ms [2021-01-20 08:18:23 main:574] : INFO : Epoch 839 | loss: 0.0311587 | val_loss: 0.0311668 | Time: 5728.99 ms [2021-01-20 08:18:29 main:574] : INFO : Epoch 840 | loss: 0.0311574 | val_loss: 0.031165 | Time: 5721.63 ms [2021-01-20 08:18:34 main:574] : INFO : Epoch 841 | loss: 0.0311568 | val_loss: 0.0311659 | Time: 5703.28 ms [2021-01-20 08:18:40 main:574] : INFO : Epoch 842 | loss: 0.0311561 | val_loss: 0.0311657 | Time: 5686.52 ms [2021-01-20 08:18:46 main:574] : INFO : Epoch 843 | loss: 0.031156 | val_loss: 0.0311672 | Time: 5727.97 ms [2021-01-20 08:18:52 main:574] : INFO : Epoch 844 | loss: 0.0311569 | val_loss: 0.0311684 | Time: 5749.59 ms [2021-01-20 08:18:58 main:574] : INFO : Epoch 845 | loss: 0.0311557 | val_loss: 0.0311671 | Time: 5652.32 ms [2021-01-20 08:19:03 main:574] : INFO : Epoch 846 | loss: 0.0311559 | val_loss: 0.0311691 | Time: 5702.01 ms [2021-01-20 08:19:09 main:574] : INFO : Epoch 847 | loss: 0.0311575 | val_loss: 0.0311675 | Time: 5721.19 ms [2021-01-20 08:19:15 main:574] : INFO : Epoch 848 | loss: 0.0311569 | val_loss: 0.0311665 | Time: 5755.32 ms [2021-01-20 08:19:21 main:574] : INFO : Epoch 849 | loss: 0.0311578 | val_loss: 0.0311677 | Time: 5675.89 ms [2021-01-20 08:19:26 main:574] : INFO : Epoch 850 | loss: 0.031158 | val_loss: 0.0311676 | Time: 5691.03 ms [2021-01-20 08:19:32 main:574] : INFO : Epoch 851 | loss: 0.0311584 | val_loss: 0.0311641 | Time: 5738.2 ms [2021-01-20 08:19:38 main:574] : INFO : Epoch 852 | loss: 0.0311549 | val_loss: 0.031165 | Time: 5733.03 ms [2021-01-20 08:19:44 main:574] : INFO : Epoch 853 | loss: 0.0311536 | val_loss: 0.0311643 | Time: 5755.19 ms [2021-01-20 08:19:50 main:574] : INFO : Epoch 854 | loss: 0.0311538 | val_loss: 0.0311646 | Time: 5688.42 ms [2021-01-20 08:19:56 main:574] : INFO : Epoch 855 | loss: 0.0311547 | val_loss: 0.0311647 | Time: 5697.13 ms [2021-01-20 08:20:01 main:574] : INFO : Epoch 856 | loss: 0.0311545 | val_loss: 0.0311705 | Time: 5685.21 ms [2021-01-20 08:20:07 main:574] : INFO : Epoch 857 | loss: 0.031155 | val_loss: 0.0311643 | Time: 5696.53 ms [2021-01-20 08:20:13 main:574] : INFO : Epoch 858 | loss: 0.0311534 | val_loss: 0.0311649 | Time: 5697.71 ms [2021-01-20 08:20:18 main:574] : INFO : Epoch 859 | loss: 0.0311533 | val_loss: 0.031165 | Time: 5658.33 ms [2021-01-20 08:20:24 main:574] : INFO : Epoch 860 | loss: 0.0311529 | val_loss: 0.0311649 | Time: 5664.79 ms [2021-01-20 08:20:30 main:574] : INFO : Epoch 861 | loss: 0.0311537 | val_loss: 0.0311665 | Time: 5738.67 ms [2021-01-20 08:20:36 main:574] : INFO : Epoch 862 | loss: 0.0311553 | val_loss: 0.0311657 | Time: 5661.39 ms [2021-01-20 08:20:42 main:574] : INFO : Epoch 863 | loss: 0.031153 | val_loss: 0.0311657 | Time: 5712.79 ms [2021-01-20 08:20:47 main:574] : INFO : Epoch 864 | loss: 0.0311521 | val_loss: 0.0311672 | Time: 5657.77 ms [2021-01-20 08:20:53 main:574] : INFO : Epoch 865 | loss: 0.0311514 | val_loss: 0.0311658 | Time: 5654.52 ms [2021-01-20 08:20:59 main:574] : INFO : Epoch 866 | loss: 0.0311511 | val_loss: 0.0311671 | Time: 5714.12 ms [2021-01-20 08:21:04 main:574] : INFO : Epoch 867 | loss: 0.0311525 | val_loss: 0.0311678 | Time: 5677.09 ms [2021-01-20 08:21:10 main:574] : INFO : Epoch 868 | loss: 0.0311527 | val_loss: 0.0311644 | Time: 5732.21 ms [2021-01-20 08:21:16 main:574] : INFO : Epoch 869 | loss: 0.0311523 | val_loss: 0.0311644 | Time: 5708.43 ms [2021-01-20 08:21:22 main:574] : INFO : Epoch 870 | loss: 0.0311557 | val_loss: 0.0311659 | Time: 5719.47 ms [2021-01-20 08:21:28 main:574] : INFO : Epoch 871 | loss: 0.0311573 | val_loss: 0.0311637 | Time: 5685.25 ms [2021-01-20 08:21:33 main:574] : INFO : Epoch 872 | loss: 0.0311574 | val_loss: 0.0311646 | Time: 5662.75 ms [2021-01-20 08:21:39 main:574] : INFO : Epoch 873 | loss: 0.0311556 | val_loss: 0.0311701 | Time: 5687.17 ms [2021-01-20 08:21:45 main:574] : INFO : Epoch 874 | loss: 0.0311562 | val_loss: 0.0311663 | Time: 5695.57 ms [2021-01-20 08:21:51 main:574] : INFO : Epoch 875 | loss: 0.0311573 | val_loss: 0.0311676 | Time: 5662.11 ms [2021-01-20 08:21:56 main:574] : INFO : Epoch 876 | loss: 0.0311574 | val_loss: 0.0311699 | Time: 5653.27 ms [2021-01-20 08:22:02 main:574] : INFO : Epoch 877 | loss: 0.0311559 | val_loss: 0.0311661 | Time: 5660.05 ms [2021-01-20 08:22:08 main:574] : INFO : Epoch 878 | loss: 0.0311529 | val_loss: 0.0311663 | Time: 5661.6 ms [2021-01-20 08:22:13 main:574] : INFO : Epoch 879 | loss: 0.0311536 | val_loss: 0.0311628 | Time: 5660.71 ms [2021-01-20 08:22:19 main:574] : INFO : Epoch 880 | loss: 0.0311564 | val_loss: 0.0311641 | Time: 5655.8 ms [2021-01-20 08:22:25 main:574] : INFO : Epoch 881 | loss: 0.0311571 | val_loss: 0.031167 | Time: 5672.89 ms [2021-01-20 08:22:31 main:574] : INFO : Epoch 882 | loss: 0.0311579 | val_loss: 0.0311641 | Time: 5716.09 ms [2021-01-20 08:22:36 main:574] : INFO : Epoch 883 | loss: 0.0311567 | val_loss: 0.031164 | Time: 5688.05 ms [2021-01-20 08:22:42 main:574] : INFO : Epoch 884 | loss: 0.0311566 | val_loss: 0.0311642 | Time: 5662.92 ms [2021-01-20 08:22:48 main:574] : INFO : Epoch 885 | loss: 0.0311601 | val_loss: 0.0311689 | Time: 5657.97 ms [2021-01-20 08:22:53 main:574] : INFO : Epoch 886 | loss: 0.0311607 | val_loss: 0.0311662 | Time: 5659.95 ms [2021-01-20 08:22:59 main:574] : INFO : Epoch 887 | loss: 0.0311583 | val_loss: 0.0311669 | Time: 5650.94 ms [2021-01-20 08:23:05 main:574] : INFO : Epoch 888 | loss: 0.0311586 | val_loss: 0.0311677 | Time: 5740.26 ms [2021-01-20 08:23:11 main:574] : INFO : Epoch 889 | loss: 0.0311594 | val_loss: 0.0311705 | Time: 5692.76 ms [2021-01-20 08:23:16 main:574] : INFO : Epoch 890 | loss: 0.0311588 | val_loss: 0.0311688 | Time: 5651.2 ms [2021-01-20 08:23:22 main:574] : INFO : Epoch 891 | loss: 0.0311583 | val_loss: 0.0311655 | Time: 5764.1 ms [2021-01-20 08:23:28 main:574] : INFO : Epoch 892 | loss: 0.0311565 | val_loss: 0.0311648 | Time: 5694.26 ms [2021-01-20 08:23:34 main:574] : INFO : Epoch 893 | loss: 0.031156 | val_loss: 0.0311653 | Time: 5704.66 ms [2021-01-20 08:23:40 main:574] : INFO : Epoch 894 | loss: 0.0311561 | val_loss: 0.0311651 | Time: 5685.98 ms [2021-01-20 08:23:45 main:574] : INFO : Epoch 895 | loss: 0.0311566 | val_loss: 0.0311648 | Time: 5658.71 ms [2021-01-20 08:23:51 main:574] : INFO : Epoch 896 | loss: 0.0311574 | val_loss: 0.0311665 | Time: 5690.24 ms [2021-01-20 08:23:57 main:574] : INFO : Epoch 897 | loss: 0.0311574 | val_loss: 0.0311631 | Time: 5667.38 ms [2021-01-20 08:24:02 main:574] : INFO : Epoch 898 | loss: 0.0311561 | val_loss: 0.0311667 | Time: 5713.05 ms [2021-01-20 08:24:08 main:574] : INFO : Epoch 899 | loss: 0.0311569 | val_loss: 0.0311659 | Time: 5675.84 ms [2021-01-20 08:24:14 main:574] : INFO : Epoch 900 | loss: 0.0311545 | val_loss: 0.0311681 | Time: 5692.81 ms [2021-01-20 08:24:20 main:574] : INFO : Epoch 901 | loss: 0.0311549 | val_loss: 0.031169 | Time: 5703.09 ms [2021-01-20 08:24:26 main:574] : INFO : Epoch 902 | loss: 0.0311569 | val_loss: 0.0311634 | Time: 5739.75 ms [2021-01-20 08:24:31 main:574] : INFO : Epoch 903 | loss: 0.0311561 | val_loss: 0.0311688 | Time: 5682.13 ms [2021-01-20 08:24:37 main:574] : INFO : Epoch 904 | loss: 0.0311575 | val_loss: 0.0311715 | Time: 5689.37 ms [2021-01-20 08:24:43 main:574] : INFO : Epoch 905 | loss: 0.0311569 | val_loss: 0.0311674 | Time: 5686.47 ms [2021-01-20 08:24:49 main:574] : INFO : Epoch 906 | loss: 0.0311541 | val_loss: 0.0311673 | Time: 5697.91 ms [2021-01-20 08:24:54 main:574] : INFO : Epoch 907 | loss: 0.0311546 | val_loss: 0.0311658 | Time: 5691.57 ms [2021-01-20 08:25:00 main:574] : INFO : Epoch 908 | loss: 0.0311532 | val_loss: 0.031166 | Time: 5681.13 ms [2021-01-20 08:25:06 main:574] : INFO : Epoch 909 | loss: 0.0311548 | val_loss: 0.031165 | Time: 5759.51 ms [2021-01-20 08:25:12 main:574] : INFO : Epoch 910 | loss: 0.0311535 | val_loss: 0.0311646 | Time: 5686.23 ms [2021-01-20 08:25:17 main:574] : INFO : Epoch 911 | loss: 0.0311535 | val_loss: 0.0311669 | Time: 5727.51 ms [2021-01-20 08:25:23 main:574] : INFO : Epoch 912 | loss: 0.0311541 | val_loss: 0.0311639 | Time: 5686.42 ms [2021-01-20 08:25:29 main:574] : INFO : Epoch 913 | loss: 0.0311555 | val_loss: 0.0311651 | Time: 5712.57 ms [2021-01-20 08:25:35 main:574] : INFO : Epoch 914 | loss: 0.0311546 | val_loss: 0.0311662 | Time: 5661.34 ms [2021-01-20 08:25:41 main:574] : INFO : Epoch 915 | loss: 0.0311569 | val_loss: 0.0311653 | Time: 5714.83 ms [2021-01-20 08:25:46 main:574] : INFO : Epoch 916 | loss: 0.0311526 | val_loss: 0.0311637 | Time: 5734.62 ms [2021-01-20 08:25:52 main:574] : INFO : Epoch 917 | loss: 0.0311536 | val_loss: 0.0311635 | Time: 5651.76 ms [2021-01-20 08:25:58 main:574] : INFO : Epoch 918 | loss: 0.031155 | val_loss: 0.0311627 | Time: 5690.01 ms [2021-01-20 08:26:04 main:574] : INFO : Epoch 919 | loss: 0.031154 | val_loss: 0.0311665 | Time: 5664.02 ms [2021-01-20 08:26:09 main:574] : INFO : Epoch 920 | loss: 0.0311531 | val_loss: 0.0311615 | Time: 5650.34 ms [2021-01-20 08:26:15 main:574] : INFO : Epoch 921 | loss: 0.0311522 | val_loss: 0.0311629 | Time: 5719.27 ms [2021-01-20 08:26:21 main:574] : INFO : Epoch 922 | loss: 0.0311555 | val_loss: 0.0311634 | Time: 5712.95 ms [2021-01-20 08:26:27 main:574] : INFO : Epoch 923 | loss: 0.0311532 | val_loss: 0.0311629 | Time: 5702.69 ms [2021-01-20 08:26:32 main:574] : INFO : Epoch 924 | loss: 0.0311507 | val_loss: 0.0311615 | Time: 5682.42 ms [2021-01-20 08:26:38 main:574] : INFO : Epoch 925 | loss: 0.0311504 | val_loss: 0.031167 | Time: 5708.68 ms [2021-01-20 08:26:44 main:574] : INFO : Epoch 926 | loss: 0.0311533 | val_loss: 0.0311616 | Time: 5658.95 ms [2021-01-20 08:26:50 main:574] : INFO : Epoch 927 | loss: 0.0311501 | val_loss: 0.0311627 | Time: 5711.07 ms [2021-01-20 08:26:56 main:574] : INFO : Epoch 928 | loss: 0.0311538 | val_loss: 0.0311669 | Time: 5726.15 ms [2021-01-20 08:27:01 main:574] : INFO : Epoch 929 | loss: 0.0311539 | val_loss: 0.0311663 | Time: 5762.04 ms [2021-01-20 08:27:07 main:574] : INFO : Epoch 930 | loss: 0.0311532 | val_loss: 0.0311649 | Time: 5670.86 ms [2021-01-20 08:27:13 main:574] : INFO : Epoch 931 | loss: 0.0311534 | val_loss: 0.0311669 | Time: 5734.84 ms [2021-01-20 08:27:19 main:574] : INFO : Epoch 932 | loss: 0.0311554 | val_loss: 0.0311644 | Time: 5743.48 ms [2021-01-20 08:27:25 main:574] : INFO : Epoch 933 | loss: 0.0311522 | val_loss: 0.0311638 | Time: 5683.91 ms [2021-01-20 08:27:30 main:574] : INFO : Epoch 934 | loss: 0.0311531 | val_loss: 0.0311664 | Time: 5712.84 ms [2021-01-20 08:27:36 main:574] : INFO : Epoch 935 | loss: 0.0311521 | val_loss: 0.0311638 | Time: 5656.6 ms [2021-01-20 08:27:42 main:574] : INFO : Epoch 936 | loss: 0.0311514 | val_loss: 0.0311619 | Time: 5728.17 ms [2021-01-20 08:27:48 main:574] : INFO : Epoch 937 | loss: 0.0311514 | val_loss: 0.0311641 | Time: 5750.61 ms [2021-01-20 08:27:53 main:574] : INFO : Epoch 938 | loss: 0.0311514 | val_loss: 0.0311669 | Time: 5657.52 ms [2021-01-20 08:27:59 main:574] : INFO : Epoch 939 | loss: 0.0311513 | val_loss: 0.0311652 | Time: 5804.58 ms [2021-01-20 08:28:05 main:574] : INFO : Epoch 940 | loss: 0.0311521 | val_loss: 0.0311682 | Time: 5704.67 ms [2021-01-20 08:28:11 main:574] : INFO : Epoch 941 | loss: 0.0311534 | val_loss: 0.0311716 | Time: 5657.84 ms [2021-01-20 08:28:17 main:574] : INFO : Epoch 942 | loss: 0.0311589 | val_loss: 0.0311738 | Time: 5673.8 ms [2021-01-20 08:28:22 main:574] : INFO : Epoch 943 | loss: 0.0311598 | val_loss: 0.0311732 | Time: 5703.74 ms [2021-01-20 08:28:28 main:574] : INFO : Epoch 944 | loss: 0.0311574 | val_loss: 0.0311714 | Time: 5664.39 ms [2021-01-20 08:28:34 main:574] : INFO : Epoch 945 | loss: 0.0311558 | val_loss: 0.0311702 | Time: 5721.62 ms [2021-01-20 08:28:40 main:574] : INFO : Epoch 946 | loss: 0.0311542 | val_loss: 0.0311692 | Time: 5728.5 ms [2021-01-20 08:28:46 main:574] : INFO : Epoch 947 | loss: 0.0311557 | val_loss: 0.0311701 | Time: 5696.07 ms [2021-01-20 08:28:51 main:574] : INFO : Epoch 948 | loss: 0.0311548 | val_loss: 0.031169 | Time: 5666.5 ms [2021-01-20 08:28:57 main:574] : INFO : Epoch 949 | loss: 0.0311528 | val_loss: 0.0311692 | Time: 5705.49 ms [2021-01-20 08:29:03 main:574] : INFO : Epoch 950 | loss: 0.0311524 | val_loss: 0.0311687 | Time: 5660.8 ms [2021-01-20 08:29:09 main:574] : INFO : Epoch 951 | loss: 0.031151 | val_loss: 0.0311691 | Time: 5709.33 ms [2021-01-20 08:29:14 main:574] : INFO : Epoch 952 | loss: 0.0311518 | val_loss: 0.0311711 | Time: 5683.91 ms [2021-01-20 08:29:20 main:574] : INFO : Epoch 953 | loss: 0.0311529 | val_loss: 0.0311725 | Time: 5713.23 ms [2021-01-20 08:29:26 main:574] : INFO : Epoch 954 | loss: 0.031152 | val_loss: 0.0311683 | Time: 5665.1 ms [2021-01-20 08:29:32 main:574] : INFO : Epoch 955 | loss: 0.0311507 | val_loss: 0.0311663 | Time: 5658.73 ms [2021-01-20 08:29:38 main:574] : INFO : Epoch 956 | loss: 0.0311523 | val_loss: 0.0311698 | Time: 5757.35 ms [2021-01-20 08:29:43 main:574] : INFO : Epoch 957 | loss: 0.0311547 | val_loss: 0.031166 | Time: 5715.76 ms [2021-01-20 08:29:49 main:574] : INFO : Epoch 958 | loss: 0.0311512 | val_loss: 0.0311714 | Time: 5663.73 ms [2021-01-20 08:29:55 main:574] : INFO : Epoch 959 | loss: 0.0311502 | val_loss: 0.0311648 | Time: 5719.62 ms [2021-01-20 08:30:01 main:574] : INFO : Epoch 960 | loss: 0.0311506 | val_loss: 0.0311663 | Time: 5674.04 ms [2021-01-20 08:30:06 main:574] : INFO : Epoch 961 | loss: 0.031151 | val_loss: 0.0311665 | Time: 5696.33 ms [2021-01-20 08:30:12 main:574] : INFO : Epoch 962 | loss: 0.0311499 | val_loss: 0.0311653 | Time: 5763.31 ms [2021-01-20 08:30:18 main:574] : INFO : Epoch 963 | loss: 0.0311498 | val_loss: 0.0311635 | Time: 5667.96 ms [2021-01-20 08:30:24 main:574] : INFO : Epoch 964 | loss: 0.0311488 | val_loss: 0.0311657 | Time: 5710.8 ms [2021-01-20 08:30:30 main:574] : INFO : Epoch 965 | loss: 0.0311502 | val_loss: 0.0311654 | Time: 5750.15 ms [2021-01-20 08:30:35 main:574] : INFO : Epoch 966 | loss: 0.0311495 | val_loss: 0.0311626 | Time: 5738.86 ms [2021-01-20 08:30:41 main:574] : INFO : Epoch 967 | loss: 0.0311488 | val_loss: 0.0311621 | Time: 5686.61 ms [2021-01-20 08:30:47 main:574] : INFO : Epoch 968 | loss: 0.031149 | val_loss: 0.0311612 | Time: 5698.77 ms [2021-01-20 08:30:53 main:574] : INFO : Epoch 969 | loss: 0.0311484 | val_loss: 0.0311604 | Time: 5699.75 ms [2021-01-20 08:30:59 main:574] : INFO : Epoch 970 | loss: 0.0311496 | val_loss: 0.0311625 | Time: 5727.6 ms [2021-01-20 08:31:04 main:574] : INFO : Epoch 971 | loss: 0.0311492 | val_loss: 0.0311619 | Time: 5688.06 ms [2021-01-20 08:31:10 main:574] : INFO : Epoch 972 | loss: 0.0311496 | val_loss: 0.0311629 | Time: 5734.32 ms [2021-01-20 08:31:16 main:574] : INFO : Epoch 973 | loss: 0.0311483 | val_loss: 0.0311619 | Time: 5704.92 ms [2021-01-20 08:31:22 main:574] : INFO : Epoch 974 | loss: 0.031147 | val_loss: 0.0311617 | Time: 5707.91 ms [2021-01-20 08:31:27 main:574] : INFO : Epoch 975 | loss: 0.0311483 | val_loss: 0.0311663 | Time: 5665.82 ms [2021-01-20 08:31:33 main:574] : INFO : Epoch 976 | loss: 0.0311477 | val_loss: 0.0311629 | Time: 5727.2 ms [2021-01-20 08:31:39 main:574] : INFO : Epoch 977 | loss: 0.0311472 | val_loss: 0.0311654 | Time: 5685.93 ms [2021-01-20 08:31:45 main:574] : INFO : Epoch 978 | loss: 0.0311541 | val_loss: 0.031171 | Time: 5711.93 ms [2021-01-20 08:31:51 main:574] : INFO : Epoch 979 | loss: 0.0311562 | val_loss: 0.0311678 | Time: 5660.67 ms [2021-01-20 08:31:56 main:574] : INFO : Epoch 980 | loss: 0.0311563 | val_loss: 0.0311667 | Time: 5687.65 ms [2021-01-20 08:32:02 main:574] : INFO : Epoch 981 | loss: 0.0311548 | val_loss: 0.0311673 | Time: 5668.65 ms [2021-01-20 08:32:08 main:574] : INFO : Epoch 982 | loss: 0.0311538 | val_loss: 0.0311682 | Time: 5662.79 ms [2021-01-20 08:32:14 main:574] : INFO : Epoch 983 | loss: 0.0311526 | val_loss: 0.0311666 | Time: 5755.45 ms [2021-01-20 08:32:19 main:574] : INFO : Epoch 984 | loss: 0.0311531 | val_loss: 0.0311662 | Time: 5663.11 ms [2021-01-20 08:32:25 main:574] : INFO : Epoch 985 | loss: 0.0311548 | val_loss: 0.0311644 | Time: 5681.64 ms [2021-01-20 08:32:31 main:574] : INFO : Epoch 986 | loss: 0.031153 | val_loss: 0.0311643 | Time: 5698.22 ms [2021-01-20 08:32:37 main:574] : INFO : Epoch 987 | loss: 0.0311549 | val_loss: 0.0311654 | Time: 5750.87 ms [2021-01-20 08:32:42 main:574] : INFO : Epoch 988 | loss: 0.031155 | val_loss: 0.0311665 | Time: 5716.99 ms [2021-01-20 08:32:48 main:574] : INFO : Epoch 989 | loss: 0.0311532 | val_loss: 0.0311682 | Time: 5657.29 ms [2021-01-20 08:32:54 main:574] : INFO : Epoch 990 | loss: 0.031154 | val_loss: 0.031166 | Time: 5667.97 ms [2021-01-20 08:33:00 main:574] : INFO : Epoch 991 | loss: 0.0311539 | val_loss: 0.0311652 | Time: 5681.56 ms [2021-01-20 08:33:05 main:574] : INFO : Epoch 992 | loss: 0.0311529 | val_loss: 0.0311649 | Time: 5653.98 ms [2021-01-20 08:33:11 main:574] : INFO : Epoch 993 | loss: 0.0311536 | val_loss: 0.0311663 | Time: 5675.87 ms [2021-01-20 08:33:17 main:574] : INFO : Epoch 994 | loss: 0.031154 | val_loss: 0.031165 | Time: 5700.14 ms [2021-01-20 08:33:23 main:574] : INFO : Epoch 995 | loss: 0.0311532 | val_loss: 0.0311688 | Time: 5782.88 ms [2021-01-20 08:33:29 main:574] : INFO : Epoch 996 | loss: 0.0311528 | val_loss: 0.0311657 | Time: 5704.59 ms [2021-01-20 08:33:34 main:574] : INFO : Epoch 997 | loss: 0.0311532 | val_loss: 0.0311666 | Time: 5733.75 ms [2021-01-20 08:33:40 main:574] : INFO : Epoch 998 | loss: 0.031155 | val_loss: 0.0311697 | Time: 5759.83 ms [2021-01-20 08:33:46 main:574] : INFO : Epoch 999 | loss: 0.0311518 | val_loss: 0.0311654 | Time: 5664.6 ms [2021-01-20 08:33:52 main:574] : INFO : Epoch 1000 | loss: 0.0311538 | val_loss: 0.0311681 | Time: 5679.94 ms [2021-01-20 08:33:57 main:574] : INFO : Epoch 1001 | loss: 0.0311516 | val_loss: 0.0311667 | Time: 5717.04 ms [2021-01-20 08:34:03 main:574] : INFO : Epoch 1002 | loss: 0.0311506 | val_loss: 0.0311691 | Time: 5654.75 ms [2021-01-20 08:34:09 main:574] : INFO : Epoch 1003 | loss: 0.0311514 | val_loss: 0.0311695 | Time: 5734.58 ms [2021-01-20 08:34:15 main:574] : INFO : Epoch 1004 | loss: 0.0311516 | val_loss: 0.031166 | Time: 5658.21 ms [2021-01-20 08:34:21 main:574] : INFO : Epoch 1005 | loss: 0.0311497 | val_loss: 0.0311684 | Time: 5720.85 ms [2021-01-20 08:34:26 main:574] : INFO : Epoch 1006 | loss: 0.0311496 | val_loss: 0.0311677 | Time: 5736.37 ms [2021-01-20 08:34:32 main:574] : INFO : Epoch 1007 | loss: 0.0311528 | val_loss: 0.0311654 | Time: 5766.21 ms [2021-01-20 08:34:38 main:574] : INFO : Epoch 1008 | loss: 0.031151 | val_loss: 0.0311705 | Time: 5715.95 ms [2021-01-20 08:34:44 main:574] : INFO : Epoch 1009 | loss: 0.0311513 | val_loss: 0.0311639 | Time: 5740.8 ms [2021-01-20 08:34:50 main:574] : INFO : Epoch 1010 | loss: 0.0311502 | val_loss: 0.031164 | Time: 5809.18 ms [2021-01-20 08:34:55 main:574] : INFO : Epoch 1011 | loss: 0.0311487 | val_loss: 0.0311652 | Time: 5729.46 ms [2021-01-20 08:35:01 main:574] : INFO : Epoch 1012 | loss: 0.0311485 | val_loss: 0.0311658 | Time: 5729.84 ms [2021-01-20 08:35:07 main:574] : INFO : Epoch 1013 | loss: 0.0311493 | val_loss: 0.0311641 | Time: 5686.83 ms [2021-01-20 08:35:13 main:574] : INFO : Epoch 1014 | loss: 0.0311513 | val_loss: 0.031166 | Time: 5685.49 ms [2021-01-20 08:35:19 main:574] : INFO : Epoch 1015 | loss: 0.0311498 | val_loss: 0.031164 | Time: 5655.28 ms [2021-01-20 08:35:24 main:574] : INFO : Epoch 1016 | loss: 0.0311508 | val_loss: 0.0311646 | Time: 5685.43 ms [2021-01-20 08:35:30 main:574] : INFO : Epoch 1017 | loss: 0.0311522 | val_loss: 0.0311632 | Time: 5664.95 ms [2021-01-20 08:35:36 main:574] : INFO : Epoch 1018 | loss: 0.0311523 | val_loss: 0.0311706 | Time: 5681.72 ms [2021-01-20 08:35:42 main:574] : INFO : Epoch 1019 | loss: 0.0311575 | val_loss: 0.0311643 | Time: 5728.2 ms [2021-01-20 08:35:47 main:574] : INFO : Epoch 1020 | loss: 0.031151 | val_loss: 0.0311636 | Time: 5762.48 ms [2021-01-20 08:35:53 main:574] : INFO : Epoch 1021 | loss: 0.0311495 | val_loss: 0.0311628 | Time: 5657.86 ms [2021-01-20 08:35:59 main:574] : INFO : Epoch 1022 | loss: 0.0311497 | val_loss: 0.0311635 | Time: 5715.31 ms [2021-01-20 08:36:05 main:574] : INFO : Epoch 1023 | loss: 0.0311504 | val_loss: 0.0311657 | Time: 5667.97 ms [2021-01-20 08:36:11 main:574] : INFO : Epoch 1024 | loss: 0.0311515 | val_loss: 0.0311657 | Time: 5671.48 ms [2021-01-20 08:36:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311657 [2021-01-20 08:36:11 main:603] : INFO : Saving end state to config to file [2021-01-20 08:36:11 main:608] : INFO : Success, exiting.. 08:36:11 (13868): 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)