Task 3767326
| Name | ParityMachine-1606531054-16109-15_0 |
| Workunit | 1942649 |
| Created | 22 Jan 2021, 6:26:04 UTC |
| Sent | 22 Jan 2021, 12:58:10 UTC |
| Report deadline | 29 Jan 2021, 12:58:10 UTC |
| Received | 22 Jan 2021, 18:05:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2876 |
| Run time | 45 min 42 sec |
| CPU time | 41 min 4 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 11,344.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 514 | loss: 0.0311521 | val_loss: 0.031171 | Time: 2541.37 ms [2021-01-22 09:42:58 main:574] : INFO : Epoch 515 | loss: 0.0311514 | val_loss: 0.0311718 | Time: 2539.97 ms [2021-01-22 09:43:00 main:574] : INFO : Epoch 516 | loss: 0.0311514 | val_loss: 0.0311807 | Time: 2560.05 ms [2021-01-22 09:43:03 main:574] : INFO : Epoch 517 | loss: 0.0311526 | val_loss: 0.0311728 | Time: 2564.24 ms [2021-01-22 09:43:06 main:574] : INFO : Epoch 518 | loss: 0.0311513 | val_loss: 0.0311736 | Time: 2561.29 ms [2021-01-22 09:43:09 main:574] : INFO : Epoch 519 | loss: 0.0311541 | val_loss: 0.0311742 | Time: 2612.43 ms [2021-01-22 09:43:12 main:574] : INFO : Epoch 520 | loss: 0.0311554 | val_loss: 0.0311757 | Time: 2568.1 ms [2021-01-22 09:43:14 main:574] : INFO : Epoch 521 | loss: 0.0311574 | val_loss: 0.0311763 | Time: 2628.45 ms [2021-01-22 09:43:17 main:574] : INFO : Epoch 522 | loss: 0.0311549 | val_loss: 0.0311772 | Time: 2564.2 ms [2021-01-22 09:43:20 main:574] : INFO : Epoch 523 | loss: 0.0311518 | val_loss: 0.0311787 | Time: 2630.41 ms [2021-01-22 09:43:22 main:574] : INFO : Epoch 524 | loss: 0.0311511 | val_loss: 0.0311735 | Time: 2546.56 ms [2021-01-22 09:43:25 main:574] : INFO : Epoch 525 | loss: 0.0311536 | val_loss: 0.0311752 | Time: 2594.28 ms [2021-01-22 09:43:28 main:574] : INFO : Epoch 526 | loss: 0.0311537 | val_loss: 0.0311767 | Time: 2583.1 ms [2021-01-22 09:43:30 main:574] : INFO : Epoch 527 | loss: 0.0311554 | val_loss: 0.0311784 | Time: 2592.59 ms [2021-01-22 09:43:33 main:574] : INFO : Epoch 528 | loss: 0.0311539 | val_loss: 0.0311766 | Time: 2592.53 ms [2021-01-22 09:43:36 main:574] : INFO : Epoch 529 | loss: 0.0311537 | val_loss: 0.0311726 | Time: 2627.1 ms [2021-01-22 09:43:38 main:574] : INFO : Epoch 530 | loss: 0.0311542 | val_loss: 0.0311757 | Time: 2569.73 ms [2021-01-22 09:43:41 main:574] : INFO : Epoch 531 | loss: 0.0311525 | val_loss: 0.0311763 | Time: 2615.06 ms [2021-01-22 09:43:43 main:574] : INFO : Epoch 532 | loss: 0.0311523 | val_loss: 0.0311795 | Time: 2597.92 ms [2021-01-22 09:43:46 main:574] : INFO : Epoch 533 | loss: 0.0311539 | val_loss: 0.0311748 | Time: 2635.11 ms [2021-01-22 09:43:49 main:574] : INFO : Epoch 534 | loss: 0.0311529 | val_loss: 0.0311744 | Time: 2573.22 ms [2021-01-22 09:43:51 main:574] : INFO : Epoch 535 | loss: 0.0311514 | val_loss: 0.0311718 | Time: 2546.91 ms [2021-01-22 09:43:54 main:574] : INFO : Epoch 536 | loss: 0.031151 | val_loss: 0.0311742 | Time: 2560.74 ms [2021-01-22 09:43:57 main:574] : INFO : Epoch 537 | loss: 0.0311516 | val_loss: 0.0311746 | Time: 2564.57 ms [2021-01-22 09:43:59 main:574] : INFO : Epoch 538 | loss: 0.0311516 | val_loss: 0.0311727 | Time: 2538.04 ms [2021-01-22 09:44:02 main:574] : INFO : Epoch 539 | loss: 0.0311519 | val_loss: 0.0311711 | Time: 2546.05 ms [2021-01-22 09:44:04 main:574] : INFO : Epoch 540 | loss: 0.0311514 | val_loss: 0.0311742 | Time: 2563.64 ms [2021-01-22 09:44:07 main:574] : INFO : Epoch 541 | loss: 0.0311504 | val_loss: 0.0311739 | Time: 2555.98 ms [2021-01-22 09:44:10 main:574] : INFO : Epoch 542 | loss: 0.0311505 | val_loss: 0.031174 | Time: 2554.46 ms [2021-01-22 09:44:12 main:574] : INFO : Epoch 543 | loss: 0.0311497 | val_loss: 0.0311745 | Time: 2541.05 ms [2021-01-22 09:44:15 main:574] : INFO : Epoch 544 | loss: 0.0311523 | val_loss: 0.0311738 | Time: 2579.55 ms [2021-01-22 09:44:18 main:574] : INFO : Epoch 545 | loss: 0.0311506 | val_loss: 0.0311735 | Time: 2589.62 ms [2021-01-22 09:44:20 main:574] : INFO : Epoch 546 | loss: 0.0311525 | val_loss: 0.0311715 | Time: 2591.06 ms [2021-01-22 09:44:23 main:574] : INFO : Epoch 547 | loss: 0.0311504 | val_loss: 0.0311746 | Time: 2547.17 ms [2021-01-22 09:44:26 main:574] : INFO : Epoch 548 | loss: 0.0311497 | val_loss: 0.0311751 | Time: 2592.91 ms [2021-01-22 09:44:28 main:574] : INFO : Epoch 549 | loss: 0.0311507 | val_loss: 0.0311725 | Time: 2592.54 ms [2021-01-22 09:44:31 main:574] : INFO : Epoch 550 | loss: 0.0311497 | val_loss: 0.0311738 | Time: 2536.45 ms [2021-01-22 09:44:33 main:574] : INFO : Epoch 551 | loss: 0.0311501 | val_loss: 0.0311762 | Time: 2537.55 ms [2021-01-22 09:44:36 main:574] : INFO : Epoch 552 | loss: 0.0311504 | val_loss: 0.031176 | Time: 2594.88 ms [2021-01-22 09:44:39 main:574] : INFO : Epoch 553 | loss: 0.0311507 | val_loss: 0.031174 | Time: 2535.79 ms [2021-01-22 09:44:41 main:574] : INFO : Epoch 554 | loss: 0.0311537 | val_loss: 0.0311728 | Time: 2650.15 ms [2021-01-22 09:44:44 main:574] : INFO : Epoch 555 | loss: 0.0311537 | val_loss: 0.0311754 | Time: 2619.15 ms [2021-01-22 09:44:47 main:574] : INFO : Epoch 556 | loss: 0.0311538 | val_loss: 0.0311722 | Time: 2583.8 ms [2021-01-22 09:44:49 main:574] : INFO : Epoch 557 | loss: 0.031152 | val_loss: 0.0311741 | Time: 2612.17 ms [2021-01-22 09:44:52 main:574] : INFO : Epoch 558 | loss: 0.031151 | val_loss: 0.0311782 | Time: 2612.06 ms [2021-01-22 09:44:55 main:574] : INFO : Epoch 559 | loss: 0.0311507 | val_loss: 0.0311752 | Time: 2539.64 ms [2021-01-22 09:44:57 main:574] : INFO : Epoch 560 | loss: 0.0311505 | val_loss: 0.0311767 | Time: 2612.84 ms [2021-01-22 09:45:00 main:574] : INFO : Epoch 561 | loss: 0.0311515 | val_loss: 0.0311758 | Time: 2579.33 ms [2021-01-22 09:45:03 main:574] : INFO : Epoch 562 | loss: 0.0311506 | val_loss: 0.0311712 | Time: 2581.84 ms [2021-01-22 09:45:05 main:574] : INFO : Epoch 563 | loss: 0.0311496 | val_loss: 0.0311742 | Time: 2558.61 ms [2021-01-22 09:45:08 main:574] : INFO : Epoch 564 | loss: 0.0311499 | val_loss: 0.0311732 | Time: 2609.28 ms [2021-01-22 09:45:11 main:574] : INFO : Epoch 565 | loss: 0.0311514 | val_loss: 0.0311739 | Time: 2615.88 ms [2021-01-22 09:45:13 main:574] : INFO : Epoch 566 | loss: 0.0311501 | val_loss: 0.0311752 | Time: 2535.2 ms [2021-01-22 09:45:16 main:574] : INFO : Epoch 567 | loss: 0.0311503 | val_loss: 0.0311729 | Time: 2535.51 ms [2021-01-22 09:45:18 main:574] : INFO : Epoch 568 | loss: 0.0311491 | val_loss: 0.0311773 | Time: 2549.78 ms [2021-01-22 09:45:21 main:574] : INFO : Epoch 569 | loss: 0.031148 | val_loss: 0.0311765 | Time: 2538.51 ms [2021-01-22 09:45:23 main:574] : INFO : Epoch 570 | loss: 0.0311479 | val_loss: 0.0311732 | Time: 2595.43 ms [2021-01-22 09:45:26 main:574] : INFO : Epoch 571 | loss: 0.031147 | val_loss: 0.0311742 | Time: 2641.1 ms [2021-01-22 09:45:29 main:574] : INFO : Epoch 572 | loss: 0.031149 | val_loss: 0.0311742 | Time: 2539.88 ms [2021-01-22 09:45:31 main:574] : INFO : Epoch 573 | loss: 0.0311484 | val_loss: 0.0311738 | Time: 2561.2 ms [2021-01-22 09:45:34 main:574] : INFO : Epoch 574 | loss: 0.0311486 | val_loss: 0.0311745 | Time: 2579.2 ms [2021-01-22 09:45:37 main:574] : INFO : Epoch 575 | loss: 0.0311495 | val_loss: 0.0311766 | Time: 2676.89 ms [2021-01-22 09:45:39 main:574] : INFO : Epoch 576 | loss: 0.0311501 | val_loss: 0.0311743 | Time: 2540.95 ms [2021-01-22 09:45:42 main:574] : INFO : Epoch 577 | loss: 0.0311492 | val_loss: 0.0311762 | Time: 2596.46 ms [2021-01-22 09:45:45 main:574] : INFO : Epoch 578 | loss: 0.0311491 | val_loss: 0.0311751 | Time: 2558.04 ms [2021-01-22 09:45:47 main:574] : INFO : Epoch 579 | loss: 0.031148 | val_loss: 0.0311781 | Time: 2609.03 ms [2021-01-22 09:45:50 main:574] : INFO : Epoch 580 | loss: 0.0311506 | val_loss: 0.0311781 | Time: 2576.83 ms [2021-01-22 09:45:53 main:574] : INFO : Epoch 581 | loss: 0.0311493 | val_loss: 0.031174 | Time: 2579.68 ms [2021-01-22 09:45:55 main:574] : INFO : Epoch 582 | loss: 0.0311484 | val_loss: 0.0311767 | Time: 2621.47 ms [2021-01-22 09:45:58 main:574] : INFO : Epoch 583 | loss: 0.0311475 | val_loss: 0.0311734 | Time: 2563.71 ms [2021-01-22 09:46:00 main:574] : INFO : Epoch 584 | loss: 0.0311475 | val_loss: 0.0311747 | Time: 2539.32 ms [2021-01-22 09:46:03 main:574] : INFO : Epoch 585 | loss: 0.0311478 | val_loss: 0.0311748 | Time: 2622.57 ms [2021-01-22 09:46:06 main:574] : INFO : Epoch 586 | loss: 0.031148 | val_loss: 0.0311751 | Time: 2539.24 ms [2021-01-22 09:46:08 main:574] : INFO : Epoch 587 | loss: 0.0311489 | val_loss: 0.0311785 | Time: 2596.01 ms [2021-01-22 09:46:11 main:574] : INFO : Epoch 588 | loss: 0.0311482 | val_loss: 0.0311754 | Time: 2540.31 ms [2021-01-22 09:46:14 main:574] : INFO : Epoch 589 | loss: 0.031148 | val_loss: 0.031174 | Time: 2561.17 ms [2021-01-22 09:46:16 main:574] : INFO : Epoch 590 | loss: 0.0311472 | val_loss: 0.0311751 | Time: 2537.38 ms [2021-01-22 09:46:19 main:574] : INFO : Epoch 591 | loss: 0.0311467 | val_loss: 0.0311747 | Time: 2540.73 ms [2021-01-22 09:46:22 main:574] : INFO : Epoch 592 | loss: 0.0311474 | val_loss: 0.0311817 | Time: 2626.21 ms [2021-01-22 09:46:24 main:574] : INFO : Epoch 593 | loss: 0.0311473 | val_loss: 0.0311736 | Time: 2596.3 ms [2021-01-22 09:46:27 main:574] : INFO : Epoch 594 | loss: 0.031149 | val_loss: 0.0311756 | Time: 2537.63 ms [2021-01-22 09:46:29 main:574] : INFO : Epoch 595 | loss: 0.0311509 | val_loss: 0.031172 | Time: 2574.06 ms [2021-01-22 09:46:32 main:574] : INFO : Epoch 596 | loss: 0.0311525 | val_loss: 0.0311704 | Time: 2671.16 ms [2021-01-22 09:46:35 main:574] : INFO : Epoch 597 | loss: 0.0311554 | val_loss: 0.0311731 | Time: 2609.33 ms [2021-01-22 09:46:37 main:574] : INFO : Epoch 598 | loss: 0.0311556 | val_loss: 0.0311702 | Time: 2538.13 ms [2021-01-22 09:46:40 main:574] : INFO : Epoch 599 | loss: 0.031155 | val_loss: 0.0311709 | Time: 2539.28 ms [2021-01-22 09:46:43 main:574] : INFO : Epoch 600 | loss: 0.0311534 | val_loss: 0.0311684 | Time: 2552.61 ms [2021-01-22 09:46:45 main:574] : INFO : Epoch 601 | loss: 0.0311519 | val_loss: 0.0311704 | Time: 2549.68 ms [2021-01-22 09:46:48 main:574] : INFO : Epoch 602 | loss: 0.0311525 | val_loss: 0.0311719 | Time: 2586.72 ms [2021-01-22 09:46:50 main:574] : INFO : Epoch 603 | loss: 0.0311523 | val_loss: 0.0311724 | Time: 2629.6 ms [2021-01-22 09:46:53 main:574] : INFO : Epoch 604 | loss: 0.0311522 | val_loss: 0.03117 | Time: 2596.53 ms [2021-01-22 09:46:56 main:574] : INFO : Epoch 605 | loss: 0.0311506 | val_loss: 0.0311689 | Time: 2616.13 ms [2021-01-22 09:46:58 main:574] : INFO : Epoch 606 | loss: 0.0311494 | val_loss: 0.0311734 | Time: 2587.31 ms [2021-01-22 09:47:01 main:574] : INFO : Epoch 607 | loss: 0.0311497 | val_loss: 0.0311701 | Time: 2596.03 ms [2021-01-22 09:47:04 main:574] : INFO : Epoch 608 | loss: 0.0311503 | val_loss: 0.0311722 | Time: 2593.71 ms [2021-01-22 09:47:06 main:574] : INFO : Epoch 609 | loss: 0.031151 | val_loss: 0.0311762 | Time: 2540.61 ms [2021-01-22 09:47:09 main:574] : INFO : Epoch 610 | loss: 0.0311533 | val_loss: 0.0311713 | Time: 2566.16 ms [2021-01-22 09:47:11 main:574] : INFO : Epoch 611 | loss: 0.0311502 | val_loss: 0.0311696 | Time: 2551.65 ms [2021-01-22 09:47:14 main:574] : INFO : Epoch 612 | loss: 0.0311498 | val_loss: 0.0311715 | Time: 2602.7 ms [2021-01-22 09:47:17 main:574] : INFO : Epoch 613 | loss: 0.031151 | val_loss: 0.0311734 | Time: 2538.18 ms [2021-01-22 09:47:19 main:574] : INFO : Epoch 614 | loss: 0.0311516 | val_loss: 0.0311713 | Time: 2595.26 ms [2021-01-22 09:47:22 main:574] : INFO : Epoch 615 | loss: 0.0311504 | val_loss: 0.0311741 | Time: 2562.44 ms [2021-01-22 09:47:25 main:574] : INFO : Epoch 616 | loss: 0.0311501 | val_loss: 0.0311705 | Time: 2539.24 ms [2021-01-22 09:47:27 main:574] : INFO : Epoch 617 | loss: 0.0311503 | val_loss: 0.0311737 | Time: 2644.47 ms [2021-01-22 09:47:30 main:574] : INFO : Epoch 618 | loss: 0.0311514 | val_loss: 0.0311723 | Time: 2585.74 ms [2021-01-22 09:47:32 main:574] : INFO : Epoch 619 | loss: 0.0311508 | val_loss: 0.0311704 | Time: 2544.97 ms [2021-01-22 09:47:35 main:574] : INFO : Epoch 620 | loss: 0.0311525 | val_loss: 0.0311713 | Time: 2550.99 ms [2021-01-22 09:47:38 main:574] : INFO : Epoch 621 | loss: 0.0311527 | val_loss: 0.0311687 | Time: 2547.33 ms [2021-01-22 09:47:40 main:574] : INFO : Epoch 622 | loss: 0.0311512 | val_loss: 0.0311717 | Time: 2601.09 ms [2021-01-22 09:47:43 main:574] : INFO : Epoch 623 | loss: 0.0311501 | val_loss: 0.0311696 | Time: 2682.54 ms [2021-01-22 09:47:46 main:574] : INFO : Epoch 624 | loss: 0.0311515 | val_loss: 0.0311743 | Time: 2596.84 ms [2021-01-22 09:47:48 main:574] : INFO : Epoch 625 | loss: 0.0311505 | val_loss: 0.0311707 | Time: 2598.36 ms [2021-01-22 09:47:51 main:574] : INFO : Epoch 626 | loss: 0.0311514 | val_loss: 0.0311729 | Time: 2598.97 ms [2021-01-22 09:47:54 main:574] : INFO : Epoch 627 | loss: 0.0311496 | val_loss: 0.0311703 | Time: 2619.9 ms [2021-01-22 09:47:56 main:574] : INFO : Epoch 628 | loss: 0.0311491 | val_loss: 0.031171 | Time: 2581.25 ms [2021-01-22 09:47:59 main:574] : INFO : Epoch 629 | loss: 0.031149 | val_loss: 0.0311691 | Time: 2614.02 ms [2021-01-22 09:48:02 main:574] : INFO : Epoch 630 | loss: 0.0311481 | val_loss: 0.0311722 | Time: 2565.08 ms [2021-01-22 09:48:04 main:574] : INFO : Epoch 631 | loss: 0.0311483 | val_loss: 0.0311726 | Time: 2633.98 ms [2021-01-22 09:48:07 main:574] : INFO : Epoch 632 | loss: 0.031149 | val_loss: 0.0311713 | Time: 2623.28 ms [2021-01-22 09:48:10 main:574] : INFO : Epoch 633 | loss: 0.0311487 | val_loss: 0.0311748 | Time: 2672.14 ms [2021-01-22 09:48:12 main:574] : INFO : Epoch 634 | loss: 0.0311495 | val_loss: 0.0311742 | Time: 2614.98 ms [2021-01-22 09:48:15 main:574] : INFO : Epoch 635 | loss: 0.031149 | val_loss: 0.0311731 | Time: 2559.67 ms [2021-01-22 09:48:18 main:574] : INFO : Epoch 636 | loss: 0.0311497 | val_loss: 0.0311727 | Time: 2548.03 ms [2021-01-22 09:48:20 main:574] : INFO : Epoch 637 | loss: 0.0311481 | val_loss: 0.0311729 | Time: 2537.64 ms [2021-01-22 09:48:23 main:574] : INFO : Epoch 638 | loss: 0.0311476 | val_loss: 0.0311698 | Time: 2616.13 ms [2021-01-22 09:48:25 main:574] : INFO : Epoch 639 | loss: 0.0311483 | val_loss: 0.0311709 | Time: 2604.81 ms [2021-01-22 09:48:28 main:574] : INFO : Epoch 640 | loss: 0.0311503 | val_loss: 0.0311706 | Time: 2593.08 ms [2021-01-22 09:48:31 main:574] : INFO : Epoch 641 | loss: 0.0311505 | val_loss: 0.0311723 | Time: 2600.95 ms [2021-01-22 09:48:33 main:574] : INFO : Epoch 642 | loss: 0.0311507 | val_loss: 0.031174 | Time: 2629.93 ms [2021-01-22 09:48:36 main:574] : INFO : Epoch 643 | loss: 0.0311532 | val_loss: 0.0311697 | Time: 2548.74 ms [2021-01-22 09:48:39 main:574] : INFO : Epoch 644 | loss: 0.031151 | val_loss: 0.0311712 | Time: 2661.02 ms [2021-01-22 09:48:41 main:574] : INFO : Epoch 645 | loss: 0.0311497 | val_loss: 0.0311715 | Time: 2636.86 ms [2021-01-22 09:48:44 main:574] : INFO : Epoch 646 | loss: 0.0311503 | val_loss: 0.0311703 | Time: 2565.81 ms [2021-01-22 09:48:47 main:574] : INFO : Epoch 647 | loss: 0.0311506 | val_loss: 0.0311714 | Time: 2540.27 ms [2021-01-22 09:48:49 main:574] : INFO : Epoch 648 | loss: 0.0311497 | val_loss: 0.0311697 | Time: 2584.16 ms [2021-01-22 09:48:52 main:574] : INFO : Epoch 649 | loss: 0.0311523 | val_loss: 0.0311804 | Time: 2538.2 ms [2021-01-22 09:48:55 main:574] : INFO : Epoch 650 | loss: 0.031151 | val_loss: 0.0311705 | Time: 2547.36 ms [2021-01-22 09:48:57 main:574] : INFO : Epoch 651 | loss: 0.0311494 | val_loss: 0.0311723 | Time: 2564 ms [2021-01-22 09:49:00 main:574] : INFO : Epoch 652 | loss: 0.0311485 | val_loss: 0.0311726 | Time: 2599.12 ms [2021-01-22 09:49:02 main:574] : INFO : Epoch 653 | loss: 0.0311491 | val_loss: 0.0311729 | Time: 2561.94 ms [2021-01-22 09:49:05 main:574] : INFO : Epoch 654 | loss: 0.0311492 | val_loss: 0.0311714 | Time: 2581.68 ms [2021-01-22 09:49:08 main:574] : INFO : Epoch 655 | loss: 0.0311508 | val_loss: 0.031174 | Time: 2576.7 ms [2021-01-22 09:49:10 main:574] : INFO : Epoch 656 | loss: 0.0311513 | val_loss: 0.0311712 | Time: 2616.08 ms [2021-01-22 09:49:13 main:574] : INFO : Epoch 657 | loss: 0.0311504 | val_loss: 0.0311731 | Time: 2630.66 ms [2021-01-22 09:49:16 main:574] : INFO : Epoch 658 | loss: 0.0311523 | val_loss: 0.0311718 | Time: 2540.17 ms [2021-01-22 09:49:18 main:574] : INFO : Epoch 659 | loss: 0.031151 | val_loss: 0.0311703 | Time: 2593.65 ms [2021-01-22 09:49:21 main:574] : INFO : Epoch 660 | loss: 0.0311503 | val_loss: 0.0311712 | Time: 2594.51 ms [2021-01-22 09:49:23 main:574] : INFO : Epoch 661 | loss: 0.031151 | val_loss: 0.0311752 | Time: 2562.87 ms [2021-01-22 09:49:26 main:574] : INFO : Epoch 662 | loss: 0.0311535 | val_loss: 0.031172 | Time: 2538.63 ms [2021-01-22 09:49:29 main:574] : INFO : Epoch 663 | loss: 0.0311516 | val_loss: 0.0311682 | Time: 2597.26 ms [2021-01-22 09:49:31 main:574] : INFO : Epoch 664 | loss: 0.0311505 | val_loss: 0.0311747 | Time: 2588.38 ms [2021-01-22 09:49:34 main:574] : INFO : Epoch 665 | loss: 0.0311512 | val_loss: 0.0311715 | Time: 2541.42 ms [2021-01-22 09:49:37 main:574] : INFO : Epoch 666 | loss: 0.031153 | val_loss: 0.0311692 | Time: 2596.44 ms [2021-01-22 09:49:39 main:574] : INFO : Epoch 667 | loss: 0.0311511 | val_loss: 0.0311693 | Time: 2601.3 ms [2021-01-22 09:49:42 main:574] : INFO : Epoch 668 | loss: 0.0311522 | val_loss: 0.0311704 | Time: 2559.14 ms [2021-01-22 09:49:44 main:574] : INFO : Epoch 669 | loss: 0.0311513 | val_loss: 0.0311685 | Time: 2535.28 ms [2021-01-22 09:49:47 main:574] : INFO : Epoch 670 | loss: 0.0311507 | val_loss: 0.0311679 | Time: 2544.24 ms [2021-01-22 09:49:50 main:574] : INFO : Epoch 671 | loss: 0.0311525 | val_loss: 0.0311704 | Time: 2553.11 ms [2021-01-22 09:49:52 main:574] : INFO : Epoch 672 | loss: 0.0311526 | val_loss: 0.0311713 | Time: 2590.17 ms [2021-01-22 09:49:55 main:574] : INFO : Epoch 673 | loss: 0.0311504 | val_loss: 0.031171 | Time: 2557.77 ms [2021-01-22 09:49:58 main:574] : INFO : Epoch 674 | loss: 0.0311491 | val_loss: 0.0311749 | Time: 2580.01 ms [2021-01-22 09:50:00 main:574] : INFO : Epoch 675 | loss: 0.0311508 | val_loss: 0.0311738 | Time: 2558 ms [2021-01-22 09:50:03 main:574] : INFO : Epoch 676 | loss: 0.0311493 | val_loss: 0.0311713 | Time: 2608.71 ms [2021-01-22 09:50:06 main:574] : INFO : Epoch 677 | loss: 0.0311497 | val_loss: 0.0311721 | Time: 2586.36 ms [2021-01-22 09:50:08 main:574] : INFO : Epoch 678 | loss: 0.031149 | val_loss: 0.0311714 | Time: 2595.11 ms [2021-01-22 09:50:11 main:574] : INFO : Epoch 679 | loss: 0.0311502 | val_loss: 0.0311677 | Time: 2566.13 ms [2021-01-22 09:50:13 main:574] : INFO : Epoch 680 | loss: 0.0311566 | val_loss: 0.0311688 | Time: 2535.96 ms [2021-01-22 09:50:16 main:574] : INFO : Epoch 681 | loss: 0.0311567 | val_loss: 0.0311682 | Time: 2537.63 ms [2021-01-22 09:50:19 main:574] : INFO : Epoch 682 | loss: 0.0311549 | val_loss: 0.0311675 | Time: 2593.03 ms [2021-01-22 09:50:21 main:574] : INFO : Epoch 683 | loss: 0.0311546 | val_loss: 0.0311672 | Time: 2536.49 ms [2021-01-22 09:50:24 main:574] : INFO : Epoch 684 | loss: 0.0311549 | val_loss: 0.0311714 | Time: 2534.57 ms [2021-01-22 09:50:26 main:574] : INFO : Epoch 685 | loss: 0.0311558 | val_loss: 0.0311655 | Time: 2532.5 ms [2021-01-22 09:50:29 main:574] : INFO : Epoch 686 | loss: 0.0311536 | val_loss: 0.0311652 | Time: 2598.6 ms [2021-01-22 09:50:32 main:574] : INFO : Epoch 687 | loss: 0.031153 | val_loss: 0.0311671 | Time: 2548.19 ms [2021-01-22 09:50:34 main:574] : INFO : Epoch 688 | loss: 0.0311522 | val_loss: 0.0311661 | Time: 2602.81 ms [2021-01-22 09:50:37 main:574] : INFO : Epoch 689 | loss: 0.0311512 | val_loss: 0.031165 | Time: 2540.7 ms [2021-01-22 09:50:39 main:574] : INFO : Epoch 690 | loss: 0.0311541 | val_loss: 0.031165 | Time: 2596.67 ms [2021-01-22 09:50:42 main:574] : INFO : Epoch 691 | loss: 0.0311539 | val_loss: 0.0311653 | Time: 2568.86 ms [2021-01-22 09:50:45 main:574] : INFO : Epoch 692 | loss: 0.0311497 | val_loss: 0.0311646 | Time: 2549.95 ms [2021-01-22 09:50:47 main:574] : INFO : Epoch 693 | loss: 0.0311506 | val_loss: 0.0311658 | Time: 2627.43 ms [2021-01-22 09:50:50 main:574] : INFO : Epoch 694 | loss: 0.031151 | val_loss: 0.0311654 | Time: 2537.02 ms [2021-01-22 09:50:52 main:574] : INFO : Epoch 695 | loss: 0.0311512 | val_loss: 0.0311686 | Time: 2620.53 ms [2021-01-22 09:50:55 main:574] : INFO : Epoch 696 | loss: 0.0311506 | val_loss: 0.0311706 | Time: 2592.53 ms [2021-01-22 09:50:58 main:574] : INFO : Epoch 697 | loss: 0.0311515 | val_loss: 0.0311675 | Time: 2612.46 ms [2021-01-22 09:51:00 main:574] : INFO : Epoch 698 | loss: 0.0311494 | val_loss: 0.0311699 | Time: 2609.24 ms [2021-01-22 09:51:03 main:574] : INFO : Epoch 699 | loss: 0.0311499 | val_loss: 0.0311659 | Time: 2634.41 ms [2021-01-22 09:51:06 main:574] : INFO : Epoch 700 | loss: 0.031149 | val_loss: 0.0311657 | Time: 2628.91 ms [2021-01-22 09:51:08 main:574] : INFO : Epoch 701 | loss: 0.0311487 | val_loss: 0.0311668 | Time: 2542.38 ms [2021-01-22 09:51:11 main:574] : INFO : Epoch 702 | loss: 0.0311496 | val_loss: 0.0311654 | Time: 2565.75 ms [2021-01-22 09:51:14 main:574] : INFO : Epoch 703 | loss: 0.0311499 | val_loss: 0.0311673 | Time: 2630.31 ms [2021-01-22 09:51:16 main:574] : INFO : Epoch 704 | loss: 0.0311525 | val_loss: 0.0311693 | Time: 2549.66 ms [2021-01-22 09:51:19 main:574] : INFO : Epoch 705 | loss: 0.0311525 | val_loss: 0.0311709 | Time: 2655.26 ms [2021-01-22 09:51:22 main:574] : INFO : Epoch 706 | loss: 0.0311516 | val_loss: 0.0311686 | Time: 2622.57 ms [2021-01-22 09:51:24 main:574] : INFO : Epoch 707 | loss: 0.031151 | val_loss: 0.0311746 | Time: 2549.54 ms [2021-01-22 09:51:27 main:574] : INFO : Epoch 708 | loss: 0.0311503 | val_loss: 0.0311726 | Time: 2632.1 ms [2021-01-22 09:51:30 main:574] : INFO : Epoch 709 | loss: 0.0311491 | val_loss: 0.0311677 | Time: 2561.33 ms [2021-01-22 09:51:32 main:574] : INFO : Epoch 710 | loss: 0.0311481 | val_loss: 0.0311678 | Time: 2632.37 ms [2021-01-22 09:51:35 main:574] : INFO : Epoch 711 | loss: 0.0311488 | val_loss: 0.0311698 | Time: 2614.61 ms [2021-01-22 09:51:38 main:574] : INFO : Epoch 712 | loss: 0.0311495 | val_loss: 0.0311679 | Time: 2601.2 ms [2021-01-22 09:51:40 main:574] : INFO : Epoch 713 | loss: 0.0311488 | val_loss: 0.0311721 | Time: 2643.67 ms [2021-01-22 09:51:43 main:574] : INFO : Epoch 714 | loss: 0.0311474 | val_loss: 0.0311699 | Time: 2569.83 ms [2021-01-22 09:51:46 main:574] : INFO : Epoch 715 | loss: 0.0311479 | val_loss: 0.0311686 | Time: 2613.76 ms [2021-01-22 09:51:48 main:574] : INFO : Epoch 716 | loss: 0.0311502 | val_loss: 0.0311683 | Time: 2617.09 ms [2021-01-22 09:51:51 main:574] : INFO : Epoch 717 | loss: 0.0311472 | val_loss: 0.0311676 | Time: 2569.11 ms [2021-01-22 09:51:54 main:574] : INFO : Epoch 718 | loss: 0.0311474 | val_loss: 0.0311713 | Time: 2603.12 ms [2021-01-22 09:51:56 main:574] : INFO : Epoch 719 | loss: 0.0311492 | val_loss: 0.0311693 | Time: 2548.36 ms [2021-01-22 09:51:59 main:574] : INFO : Epoch 720 | loss: 0.0311485 | val_loss: 0.0311682 | Time: 2620.55 ms [2021-01-22 09:52:01 main:574] : INFO : Epoch 721 | loss: 0.0311498 | val_loss: 0.0311669 | Time: 2568.22 ms [2021-01-22 09:52:04 main:574] : INFO : Epoch 722 | loss: 0.0311492 | val_loss: 0.0311673 | Time: 2569.82 ms [2021-01-22 09:52:07 main:574] : INFO : Epoch 723 | loss: 0.0311499 | val_loss: 0.031167 | Time: 2571.51 ms [2021-01-22 09:52:09 main:574] : INFO : Epoch 724 | loss: 0.0311481 | val_loss: 0.0311659 | Time: 2606.35 ms [2021-01-22 09:52:12 main:574] : INFO : Epoch 725 | loss: 0.0311476 | val_loss: 0.0311648 | Time: 2565.22 ms [2021-01-22 09:52:14 main:574] : INFO : Epoch 726 | loss: 0.0311468 | val_loss: 0.0311647 | Time: 2542.41 ms [2021-01-22 09:52:17 main:574] : INFO : Epoch 727 | loss: 0.0311471 | val_loss: 0.0311675 | Time: 2559.87 ms [2021-01-22 09:52:20 main:574] : INFO : Epoch 728 | loss: 0.0311476 | val_loss: 0.0311685 | Time: 2544.74 ms [2021-01-22 09:52:22 main:574] : INFO : Epoch 729 | loss: 0.0311492 | val_loss: 0.0311692 | Time: 2557.95 ms [2021-01-22 09:52:25 main:574] : INFO : Epoch 730 | loss: 0.031148 | val_loss: 0.0311693 | Time: 2540.3 ms [2021-01-22 09:52:27 main:574] : INFO : Epoch 731 | loss: 0.0311477 | val_loss: 0.031169 | Time: 2543.21 ms [2021-01-22 09:52:30 main:574] : INFO : Epoch 732 | loss: 0.0311487 | val_loss: 0.0311683 | Time: 2576.31 ms [2021-01-22 09:52:33 main:574] : INFO : Epoch 733 | loss: 0.031147 | val_loss: 0.0311684 | Time: 2603.79 ms [2021-01-22 09:52:35 main:574] : INFO : Epoch 734 | loss: 0.0311459 | val_loss: 0.0311669 | Time: 2536.55 ms [2021-01-22 09:52:38 main:574] : INFO : Epoch 735 | loss: 0.0311457 | val_loss: 0.0311661 | Time: 2546.9 ms [2021-01-22 09:52:40 main:574] : INFO : Epoch 736 | loss: 0.0311462 | val_loss: 0.0311658 | Time: 2542.23 ms [2021-01-22 09:52:43 main:574] : INFO : Epoch 737 | loss: 0.0311453 | val_loss: 0.0311667 | Time: 2562.18 ms [2021-01-22 09:52:45 main:574] : INFO : Epoch 738 | loss: 0.0311462 | val_loss: 0.0311662 | Time: 2545.07 ms [2021-01-22 09:52:48 main:574] : INFO : Epoch 739 | loss: 0.0311467 | val_loss: 0.0311701 | Time: 2600.86 ms [2021-01-22 09:52:51 main:574] : INFO : Epoch 740 | loss: 0.0311459 | val_loss: 0.0311687 | Time: 2608.76 ms [2021-01-22 09:52:53 main:574] : INFO : Epoch 741 | loss: 0.0311434 | val_loss: 0.031168 | Time: 2612.23 ms [2021-01-22 09:52:56 main:574] : INFO : Epoch 742 | loss: 0.0311465 | val_loss: 0.0311644 | Time: 2592.57 ms [2021-01-22 09:52:59 main:574] : INFO : Epoch 743 | loss: 0.0311476 | val_loss: 0.031167 | Time: 2543.11 ms [2021-01-22 09:53:01 main:574] : INFO : Epoch 744 | loss: 0.0311465 | val_loss: 0.0311676 | Time: 2611.91 ms [2021-01-22 09:53:04 main:574] : INFO : Epoch 745 | loss: 0.0311455 | val_loss: 0.0311682 | Time: 2548.68 ms [2021-01-22 09:53:07 main:574] : INFO : Epoch 746 | loss: 0.0311459 | val_loss: 0.0311694 | Time: 2602.82 ms [2021-01-22 09:53:09 main:574] : INFO : Epoch 747 | loss: 0.0311454 | val_loss: 0.0311704 | Time: 2540.81 ms [2021-01-22 09:53:12 main:574] : INFO : Epoch 748 | loss: 0.031145 | val_loss: 0.0311679 | Time: 2542.97 ms [2021-01-22 09:53:14 main:574] : INFO : Epoch 749 | loss: 0.0311456 | val_loss: 0.0311683 | Time: 2547.21 ms [2021-01-22 09:53:17 main:574] : INFO : Epoch 750 | loss: 0.0311467 | val_loss: 0.0311682 | Time: 2538.58 ms [2021-01-22 09:53:20 main:574] : INFO : Epoch 751 | loss: 0.0311492 | val_loss: 0.0311694 | Time: 2537.39 ms [2021-01-22 09:53:22 main:574] : INFO : Epoch 752 | loss: 0.0311547 | val_loss: 0.031169 | Time: 2566.1 ms [2021-01-22 09:53:25 main:574] : INFO : Epoch 753 | loss: 0.0311532 | val_loss: 0.0311653 | Time: 2549.1 ms [2021-01-22 09:53:27 main:574] : INFO : Epoch 754 | loss: 0.0311514 | val_loss: 0.0311705 | Time: 2543.92 ms [2021-01-22 09:53:30 main:574] : INFO : Epoch 755 | loss: 0.0311526 | val_loss: 0.0311676 | Time: 2563.02 ms [2021-01-22 09:53:33 main:574] : INFO : Epoch 756 | loss: 0.0311543 | val_loss: 0.0311714 | Time: 2536.03 ms [2021-01-22 09:53:35 main:574] : INFO : Epoch 757 | loss: 0.0311527 | val_loss: 0.0311673 | Time: 2611.61 ms [2021-01-22 09:53:38 main:574] : INFO : Epoch 758 | loss: 0.0311505 | val_loss: 0.0311676 | Time: 2570.54 ms [2021-01-22 09:53:40 main:574] : INFO : Epoch 759 | loss: 0.03115 | val_loss: 0.0311682 | Time: 2539.67 ms [2021-01-22 09:53:43 main:574] : INFO : Epoch 760 | loss: 0.0311497 | val_loss: 0.0311716 | Time: 2549.29 ms [2021-01-22 09:53:46 main:574] : INFO : Epoch 761 | loss: 0.031155 | val_loss: 0.0311689 | Time: 2563.01 ms [2021-01-22 09:53:48 main:574] : INFO : Epoch 762 | loss: 0.0311599 | val_loss: 0.0311686 | Time: 2567.9 ms [2021-01-22 09:53:51 main:574] : INFO : Epoch 763 | loss: 0.0311579 | val_loss: 0.0311674 | Time: 2540.48 ms [2021-01-22 09:53:53 main:574] : INFO : Epoch 764 | loss: 0.0311566 | val_loss: 0.0311655 | Time: 2539.16 ms [2021-01-22 09:53:56 main:574] : INFO : Epoch 765 | loss: 0.0311534 | val_loss: 0.0311651 | Time: 2615.96 ms [2021-01-22 09:53:59 main:574] : INFO : Epoch 766 | loss: 0.0311515 | val_loss: 0.0311662 | Time: 2605.14 ms [2021-01-22 09:54:01 main:574] : INFO : Epoch 767 | loss: 0.0311523 | val_loss: 0.031175 | Time: 2562.28 ms [2021-01-22 09:54:04 main:574] : INFO : Epoch 768 | loss: 0.0311513 | val_loss: 0.0311679 | Time: 2559.26 ms [2021-01-22 09:54:07 main:574] : INFO : Epoch 769 | loss: 0.0311496 | val_loss: 0.0311666 | Time: 2620.05 ms [2021-01-22 09:54:09 main:574] : INFO : Epoch 770 | loss: 0.0311514 | val_loss: 0.0311688 | Time: 2582.09 ms [2021-01-22 09:54:12 main:574] : INFO : Epoch 771 | loss: 0.031151 | val_loss: 0.0311667 | Time: 2639.96 ms [2021-01-22 09:54:15 main:574] : INFO : Epoch 772 | loss: 0.0311496 | val_loss: 0.0311668 | Time: 2542.72 ms [2021-01-22 09:54:17 main:574] : INFO : Epoch 773 | loss: 0.0311485 | val_loss: 0.0311686 | Time: 2588.72 ms [2021-01-22 09:54:20 main:574] : INFO : Epoch 774 | loss: 0.0311488 | val_loss: 0.0311657 | Time: 2642.27 ms [2021-01-22 09:54:23 main:574] : INFO : Epoch 775 | loss: 0.0311492 | val_loss: 0.0311658 | Time: 2595.3 ms [2021-01-22 09:54:25 main:574] : INFO : Epoch 776 | loss: 0.0311495 | val_loss: 0.0311676 | Time: 2593.13 ms [2021-01-22 09:54:28 main:574] : INFO : Epoch 777 | loss: 0.0311491 | val_loss: 0.0311677 | Time: 2604.97 ms [2021-01-22 09:54:31 main:574] : INFO : Epoch 778 | loss: 0.0311486 | val_loss: 0.0311675 | Time: 2585.51 ms [2021-01-22 09:54:33 main:574] : INFO : Epoch 779 | loss: 0.0311505 | val_loss: 0.0311659 | Time: 2563.57 ms [2021-01-22 09:54:36 main:574] : INFO : Epoch 780 | loss: 0.0311506 | val_loss: 0.0311653 | Time: 2540.91 ms [2021-01-22 09:54:38 main:574] : INFO : Epoch 781 | loss: 0.031148 | val_loss: 0.0311678 | Time: 2562.26 ms [2021-01-22 09:54:41 main:574] : INFO : Epoch 782 | loss: 0.0311483 | val_loss: 0.0311676 | Time: 2611.89 ms [2021-01-22 09:54:44 main:574] : INFO : Epoch 783 | loss: 0.0311485 | val_loss: 0.0311743 | Time: 2565.64 ms [2021-01-22 09:54:46 main:574] : INFO : Epoch 784 | loss: 0.0311486 | val_loss: 0.0311694 | Time: 2607.86 ms [2021-01-22 09:54:49 main:574] : INFO : Epoch 785 | loss: 0.0311468 | val_loss: 0.0311681 | Time: 2608.88 ms [2021-01-22 09:54:51 main:574] : INFO : Epoch 786 | loss: 0.0311471 | val_loss: 0.0311652 | Time: 2540.85 ms [2021-01-22 09:54:54 main:574] : INFO : Epoch 787 | loss: 0.031148 | val_loss: 0.031167 | Time: 2566.92 ms [2021-01-22 09:54:57 main:574] : INFO : Epoch 788 | loss: 0.0311483 | val_loss: 0.0311657 | Time: 2583.38 ms [2021-01-22 09:54:59 main:574] : INFO : Epoch 789 | loss: 0.0311482 | val_loss: 0.0311688 | Time: 2613.06 ms [2021-01-22 09:55:02 main:574] : INFO : Epoch 790 | loss: 0.0311485 | val_loss: 0.0311678 | Time: 2563.84 ms [2021-01-22 09:55:05 main:574] : INFO : Epoch 791 | loss: 0.0311479 | val_loss: 0.0311692 | Time: 2634 ms [2021-01-22 09:55:07 main:574] : INFO : Epoch 792 | loss: 0.0311482 | val_loss: 0.0311656 | Time: 2579.93 ms [2021-01-22 09:55:10 main:574] : INFO : Epoch 793 | loss: 0.0311488 | val_loss: 0.0311678 | Time: 2538.43 ms [2021-01-22 09:55:12 main:574] : INFO : Epoch 794 | loss: 0.0311485 | val_loss: 0.0311685 | Time: 2585.16 ms [2021-01-22 09:55:15 main:574] : INFO : Epoch 795 | loss: 0.031148 | val_loss: 0.0311683 | Time: 2646.66 ms [2021-01-22 09:55:18 main:574] : INFO : Epoch 796 | loss: 0.0311532 | val_loss: 0.0311709 | Time: 2642.32 ms [2021-01-22 09:55:21 main:574] : INFO : Epoch 797 | loss: 0.0311572 | val_loss: 0.0311796 | Time: 2594.38 ms [2021-01-22 09:55:23 main:574] : INFO : Epoch 798 | loss: 0.0311556 | val_loss: 0.0311721 | Time: 2550.54 ms [2021-01-22 09:55:26 main:574] : INFO : Epoch 799 | loss: 0.0311501 | val_loss: 0.0311718 | Time: 2540.71 ms [2021-01-22 09:55:28 main:574] : INFO : Epoch 800 | loss: 0.0311487 | val_loss: 0.0311679 | Time: 2648.09 ms [2021-01-22 09:55:31 main:574] : INFO : Epoch 801 | loss: 0.0311488 | val_loss: 0.0311699 | Time: 2585.24 ms [2021-01-22 09:55:34 main:574] : INFO : Epoch 802 | loss: 0.0311486 | val_loss: 0.0311679 | Time: 2580.01 ms [2021-01-22 09:55:36 main:574] : INFO : Epoch 803 | loss: 0.0311473 | val_loss: 0.03117 | Time: 2611.48 ms [2021-01-22 09:55:39 main:574] : INFO : Epoch 804 | loss: 0.0311465 | val_loss: 0.0311697 | Time: 2541.74 ms [2021-01-22 09:55:42 main:574] : INFO : Epoch 805 | loss: 0.0311477 | val_loss: 0.0311703 | Time: 2586.89 ms [2021-01-22 09:55:44 main:574] : INFO : Epoch 806 | loss: 0.0311486 | val_loss: 0.0311667 | Time: 2615.89 ms [2021-01-22 09:55:47 main:574] : INFO : Epoch 807 | loss: 0.0311475 | val_loss: 0.0311678 | Time: 2573.92 ms [2021-01-22 09:55:50 main:574] : INFO : Epoch 808 | loss: 0.0311473 | val_loss: 0.0311663 | Time: 2610.23 ms [2021-01-22 09:55:52 main:574] : INFO : Epoch 809 | loss: 0.0311482 | val_loss: 0.0311707 | Time: 2662.41 ms [2021-01-22 09:55:55 main:574] : INFO : Epoch 810 | loss: 0.03115 | val_loss: 0.0311721 | Time: 2590.98 ms [2021-01-22 09:55:58 main:574] : INFO : Epoch 811 | loss: 0.0311483 | val_loss: 0.031168 | Time: 2598.52 ms [2021-01-22 09:56:00 main:574] : INFO : Epoch 812 | loss: 0.0311463 | val_loss: 0.0311689 | Time: 2609.04 ms [2021-01-22 09:56:03 main:574] : INFO : Epoch 813 | loss: 0.031146 | val_loss: 0.0311682 | Time: 2573.27 ms [2021-01-22 09:56:05 main:574] : INFO : Epoch 814 | loss: 0.0311468 | val_loss: 0.0311678 | Time: 2540.94 ms [2021-01-22 09:56:08 main:574] : INFO : Epoch 815 | loss: 0.0311469 | val_loss: 0.031169 | Time: 2592.94 ms [2021-01-22 09:56:11 main:574] : INFO : Epoch 816 | loss: 0.0311447 | val_loss: 0.0311679 | Time: 2555.34 ms [2021-01-22 09:56:13 main:574] : INFO : Epoch 817 | loss: 0.0311461 | val_loss: 0.0311691 | Time: 2578.44 ms [2021-01-22 09:56:16 main:574] : INFO : Epoch 818 | loss: 0.0311453 | val_loss: 0.031167 | Time: 2574.9 ms [2021-01-22 09:56:19 main:574] : INFO : Epoch 819 | loss: 0.0311461 | val_loss: 0.0311647 | Time: 2619.71 ms [2021-01-22 09:56:21 main:574] : INFO : Epoch 820 | loss: 0.0311472 | val_loss: 0.0311672 | Time: 2565.24 ms [2021-01-22 09:56:24 main:574] : INFO : Epoch 821 | loss: 0.0311483 | val_loss: 0.0311691 | Time: 2608.76 ms [2021-01-22 09:56:27 main:574] : INFO : Epoch 822 | loss: 0.0311507 | val_loss: 0.0311721 | Time: 2620.48 ms [2021-01-22 09:56:29 main:574] : INFO : Epoch 823 | loss: 0.0311523 | val_loss: 0.0311676 | Time: 2597.25 ms [2021-01-22 09:56:32 main:574] : INFO : Epoch 824 | loss: 0.0311507 | val_loss: 0.0311663 | Time: 2541.6 ms [2021-01-22 09:56:34 main:574] : INFO : Epoch 825 | loss: 0.031149 | val_loss: 0.0311665 | Time: 2566.04 ms [2021-01-22 09:56:37 main:574] : INFO : Epoch 826 | loss: 0.0311482 | val_loss: 0.0311729 | Time: 2543.88 ms [2021-01-22 09:56:40 main:574] : INFO : Epoch 827 | loss: 0.0311485 | val_loss: 0.0311667 | Time: 2625.22 ms [2021-01-22 09:56:42 main:574] : INFO : Epoch 828 | loss: 0.0311483 | val_loss: 0.0311682 | Time: 2547.64 ms [2021-01-22 09:56:45 main:574] : INFO : Epoch 829 | loss: 0.0311469 | val_loss: 0.0311683 | Time: 2631.57 ms [2021-01-22 09:56:47 main:574] : INFO : Epoch 830 | loss: 0.0311493 | val_loss: 0.0311692 | Time: 2574.6 ms [2021-01-22 09:56:50 main:574] : INFO : Epoch 831 | loss: 0.0311507 | val_loss: 0.0311682 | Time: 2584.17 ms [2021-01-22 09:56:53 main:574] : INFO : Epoch 832 | loss: 0.0311481 | val_loss: 0.0311667 | Time: 2715.95 ms [2021-01-22 09:56:55 main:574] : INFO : Epoch 833 | loss: 0.0311471 | val_loss: 0.0311701 | Time: 2549.69 ms [2021-01-22 09:56:58 main:574] : INFO : Epoch 834 | loss: 0.0311471 | val_loss: 0.0311688 | Time: 2547.74 ms [2021-01-22 09:57:01 main:574] : INFO : Epoch 835 | loss: 0.0311487 | val_loss: 0.031168 | Time: 2563.41 ms [2021-01-22 09:57:03 main:574] : INFO : Epoch 836 | loss: 0.0311465 | val_loss: 0.0311679 | Time: 2597.81 ms [2021-01-22 09:57:06 main:574] : INFO : Epoch 837 | loss: 0.0311489 | val_loss: 0.0311699 | Time: 2622.86 ms [2021-01-22 09:57:09 main:574] : INFO : Epoch 838 | loss: 0.0311497 | val_loss: 0.031178 | Time: 2579.42 ms [2021-01-22 09:57:11 main:574] : INFO : Epoch 839 | loss: 0.0311485 | val_loss: 0.0311675 | Time: 2572.42 ms [2021-01-22 09:57:14 main:574] : INFO : Epoch 840 | loss: 0.0311479 | val_loss: 0.0311692 | Time: 2608.98 ms [2021-01-22 09:57:17 main:574] : INFO : Epoch 841 | loss: 0.0311489 | val_loss: 0.0311668 | Time: 2616.78 ms [2021-01-22 09:57:19 main:574] : INFO : Epoch 842 | loss: 0.0311536 | val_loss: 0.0311656 | Time: 2556.26 ms [2021-01-22 09:57:22 main:574] : INFO : Epoch 843 | loss: 0.0311515 | val_loss: 0.0311677 | Time: 2565.62 ms [2021-01-22 09:57:24 main:574] : INFO : Epoch 844 | loss: 0.0311514 | val_loss: 0.0311699 | Time: 2626.42 ms [2021-01-22 09:57:27 main:574] : INFO : Epoch 845 | loss: 0.0311523 | val_loss: 0.031168 | Time: 2683.31 ms [2021-01-22 09:57:30 main:574] : INFO : Epoch 846 | loss: 0.03115 | val_loss: 0.0311653 | Time: 2595.14 ms [2021-01-22 09:57:33 main:574] : INFO : Epoch 847 | loss: 0.0311487 | val_loss: 0.0311665 | Time: 2543.56 ms [2021-01-22 09:57:35 main:574] : INFO : Epoch 848 | loss: 0.0311473 | val_loss: 0.0311692 | Time: 2541.18 ms [2021-01-22 09:57:38 main:574] : INFO : Epoch 849 | loss: 0.031149 | val_loss: 0.0311643 | Time: 2579.99 ms [2021-01-22 09:57:40 main:574] : INFO : Epoch 850 | loss: 0.0311524 | val_loss: 0.0311669 | Time: 2639.55 ms [2021-01-22 09:57:43 main:574] : INFO : Epoch 851 | loss: 0.0311523 | val_loss: 0.0311682 | Time: 2569.2 ms [2021-01-22 09:57:46 main:574] : INFO : Epoch 852 | loss: 0.031152 | val_loss: 0.0311655 | Time: 2575.42 ms [2021-01-22 09:57:48 main:574] : INFO : Epoch 853 | loss: 0.0311513 | val_loss: 0.0311646 | Time: 2588.22 ms [2021-01-22 09:57:51 main:574] : INFO : Epoch 854 | loss: 0.0311498 | val_loss: 0.0311633 | Time: 2608.7 ms [2021-01-22 09:57:54 main:574] : INFO : Epoch 855 | loss: 0.031149 | val_loss: 0.0311658 | Time: 2631.47 ms [2021-01-22 09:57:56 main:574] : INFO : Epoch 856 | loss: 0.0311504 | val_loss: 0.0311669 | Time: 2577.23 ms [2021-01-22 09:57:59 main:574] : INFO : Epoch 857 | loss: 0.0311521 | val_loss: 0.0311667 | Time: 2625.87 ms [2021-01-22 09:58:02 main:574] : INFO : Epoch 858 | loss: 0.0311506 | val_loss: 0.0311678 | Time: 2565.47 ms [2021-01-22 09:58:04 main:574] : INFO : Epoch 859 | loss: 0.03115 | val_loss: 0.0311648 | Time: 2584.59 ms [2021-01-22 09:58:07 main:574] : INFO : Epoch 860 | loss: 0.0311497 | val_loss: 0.0311647 | Time: 2556.64 ms [2021-01-22 09:58:09 main:574] : INFO : Epoch 861 | loss: 0.0311514 | val_loss: 0.0311666 | Time: 2575.56 ms [2021-01-22 09:58:12 main:574] : INFO : Epoch 862 | loss: 0.0311489 | val_loss: 0.0311676 | Time: 2598.34 ms [2021-01-22 09:58:15 main:574] : INFO : Epoch 863 | loss: 0.0311499 | val_loss: 0.0311781 | Time: 2557.33 ms [2021-01-22 09:58:17 main:574] : INFO : Epoch 864 | loss: 0.031152 | val_loss: 0.0311694 | Time: 2547.81 ms [2021-01-22 09:58:20 main:574] : INFO : Epoch 865 | loss: 0.0311487 | val_loss: 0.0311656 | Time: 2543.56 ms [2021-01-22 09:58:23 main:574] : INFO : Epoch 866 | loss: 0.0311483 | val_loss: 0.0311646 | Time: 2567.27 ms [2021-01-22 09:58:25 main:574] : INFO : Epoch 867 | loss: 0.0311477 | val_loss: 0.0311709 | Time: 2583.8 ms [2021-01-22 09:58:28 main:574] : INFO : Epoch 868 | loss: 0.0311497 | val_loss: 0.0311663 | Time: 2628.88 ms [2021-01-22 09:58:31 main:574] : INFO : Epoch 869 | loss: 0.0311493 | val_loss: 0.0311675 | Time: 2615.93 ms [2021-01-22 09:58:33 main:574] : INFO : Epoch 870 | loss: 0.0311479 | val_loss: 0.0311669 | Time: 2636.6 ms [2021-01-22 09:58:36 main:574] : INFO : Epoch 871 | loss: 0.0311475 | val_loss: 0.0311697 | Time: 2582 ms [2021-01-22 09:58:39 main:574] : INFO : Epoch 872 | loss: 0.0311484 | val_loss: 0.0311662 | Time: 2659.47 ms [2021-01-22 09:58:41 main:574] : INFO : Epoch 873 | loss: 0.0311469 | val_loss: 0.0311679 | Time: 2581.36 ms [2021-01-22 09:58:44 main:574] : INFO : Epoch 874 | loss: 0.0311477 | val_loss: 0.031167 | Time: 2600.69 ms [2021-01-22 09:58:47 main:574] : INFO : Epoch 875 | loss: 0.0311473 | val_loss: 0.0311664 | Time: 2551.82 ms [2021-01-22 09:58:49 main:574] : INFO : Epoch 876 | loss: 0.0311462 | val_loss: 0.0311669 | Time: 2598.14 ms [2021-01-22 09:58:52 main:574] : INFO : Epoch 877 | loss: 0.031149 | val_loss: 0.0311681 | Time: 2598.11 ms [2021-01-22 09:58:55 main:574] : INFO : Epoch 878 | loss: 0.0311484 | val_loss: 0.0311667 | Time: 2659.63 ms [2021-01-22 09:58:57 main:574] : INFO : Epoch 879 | loss: 0.0311476 | val_loss: 0.0311683 | Time: 2629.9 ms [2021-01-22 09:59:00 main:574] : INFO : Epoch 880 | loss: 0.0311482 | val_loss: 0.0311688 | Time: 2586.17 ms [2021-01-22 09:59:03 main:574] : INFO : Epoch 881 | loss: 0.0311476 | val_loss: 0.0311662 | Time: 2673.68 ms [2021-01-22 09:59:05 main:574] : INFO : Epoch 882 | loss: 0.0311465 | val_loss: 0.0311696 | Time: 2612.67 ms [2021-01-22 09:59:08 main:574] : INFO : Epoch 883 | loss: 0.0311476 | val_loss: 0.031169 | Time: 2579.1 ms [2021-01-22 09:59:11 main:574] : INFO : Epoch 884 | loss: 0.0311477 | val_loss: 0.0311721 | Time: 2578.65 ms [2021-01-22 09:59:13 main:574] : INFO : Epoch 885 | loss: 0.0311473 | val_loss: 0.0311693 | Time: 2581.89 ms [2021-01-22 09:59:16 main:574] : INFO : Epoch 886 | loss: 0.0311487 | val_loss: 0.0311673 | Time: 2632.74 ms [2021-01-22 09:59:18 main:574] : INFO : Epoch 887 | loss: 0.0311482 | val_loss: 0.0311682 | Time: 2566.6 ms [2021-01-22 09:59:21 main:574] : INFO : Epoch 888 | loss: 0.0311462 | val_loss: 0.0311686 | Time: 2595.17 ms [2021-01-22 09:59:24 main:574] : INFO : Epoch 889 | loss: 0.0311461 | val_loss: 0.0311684 | Time: 2545.45 ms [2021-01-22 09:59:26 main:574] : INFO : Epoch 890 | loss: 0.0311485 | val_loss: 0.0311692 | Time: 2656.04 ms [2021-01-22 09:59:29 main:574] : INFO : Epoch 891 | loss: 0.0311486 | val_loss: 0.0311672 | Time: 2651.4 ms [2021-01-22 09:59:32 main:574] : INFO : Epoch 892 | loss: 0.0311501 | val_loss: 0.0311704 | Time: 2598.91 ms [2021-01-22 09:59:34 main:574] : INFO : Epoch 893 | loss: 0.0311489 | val_loss: 0.031169 | Time: 2586.28 ms [2021-01-22 09:59:37 main:574] : INFO : Epoch 894 | loss: 0.0311487 | val_loss: 0.0311691 | Time: 2582.96 ms [2021-01-22 09:59:40 main:574] : INFO : Epoch 895 | loss: 0.031148 | val_loss: 0.0311684 | Time: 2570.6 ms [2021-01-22 09:59:42 main:574] : INFO : Epoch 896 | loss: 0.0311483 | val_loss: 0.0311675 | Time: 2546.96 ms [2021-01-22 09:59:45 main:574] : INFO : Epoch 897 | loss: 0.0311475 | val_loss: 0.0311731 | Time: 2598.77 ms [2021-01-22 09:59:48 main:574] : INFO : Epoch 898 | loss: 0.0311498 | val_loss: 0.0311692 | Time: 2544.94 ms [2021-01-22 09:59:50 main:574] : INFO : Epoch 899 | loss: 0.0311502 | val_loss: 0.0311666 | Time: 2548.73 ms [2021-01-22 09:59:53 main:574] : INFO : Epoch 900 | loss: 0.0311529 | val_loss: 0.0311694 | Time: 2546.93 ms [2021-01-22 09:59:55 main:574] : INFO : Epoch 901 | loss: 0.0311497 | val_loss: 0.0311686 | Time: 2548.7 ms [2021-01-22 09:59:58 main:574] : INFO : Epoch 902 | loss: 0.0311509 | val_loss: 0.0311658 | Time: 2547 ms [2021-01-22 10:00:00 main:574] : INFO : Epoch 903 | loss: 0.0311509 | val_loss: 0.0311666 | Time: 2570.16 ms [2021-01-22 10:00:03 main:574] : INFO : Epoch 904 | loss: 0.031151 | val_loss: 0.031166 | Time: 2581.27 ms [2021-01-22 10:00:06 main:574] : INFO : Epoch 905 | loss: 0.0311522 | val_loss: 0.0311671 | Time: 2591.87 ms [2021-01-22 10:00:08 main:574] : INFO : Epoch 906 | loss: 0.0311506 | val_loss: 0.0311664 | Time: 2579.9 ms [2021-01-22 10:00:11 main:574] : INFO : Epoch 907 | loss: 0.0311499 | val_loss: 0.0311671 | Time: 2678.04 ms [2021-01-22 10:00:14 main:574] : INFO : Epoch 908 | loss: 0.0311509 | val_loss: 0.031163 | Time: 2605.02 ms [2021-01-22 10:00:16 main:574] : INFO : Epoch 909 | loss: 0.0311521 | val_loss: 0.0311679 | Time: 2568.25 ms [2021-01-22 10:00:19 main:574] : INFO : Epoch 910 | loss: 0.0311623 | val_loss: 0.0311776 | Time: 2604.69 ms [2021-01-22 10:00:21 main:574] : INFO : Epoch 911 | loss: 0.031589 | val_loss: 0.0327285 | Time: 2632.76 ms [2021-01-22 10:00:24 main:574] : INFO : Epoch 912 | loss: 0.0326139 | val_loss: 0.031379 | Time: 2694.93 ms [2021-01-22 10:00:27 main:574] : INFO : Epoch 913 | loss: 0.0319612 | val_loss: 0.0315055 | Time: 2641.83 ms [2021-01-22 10:00:30 main:574] : INFO : Epoch 914 | loss: 0.0313148 | val_loss: 0.0312271 | Time: 2602.05 ms [2021-01-22 10:00:32 main:574] : INFO : Epoch 915 | loss: 0.0312041 | val_loss: 0.031181 | Time: 2572.08 ms [2021-01-22 10:00:35 main:574] : INFO : Epoch 916 | loss: 0.0311723 | val_loss: 0.0311711 | Time: 2545.24 ms [2021-01-22 10:00:38 main:574] : INFO : Epoch 917 | loss: 0.0311608 | val_loss: 0.0311675 | Time: 2600.21 ms [2021-01-22 10:00:40 main:574] : INFO : Epoch 918 | loss: 0.0311565 | val_loss: 0.0311673 | Time: 2608.71 ms [2021-01-22 10:00:43 main:574] : INFO : Epoch 919 | loss: 0.0311533 | val_loss: 0.0311664 | Time: 2572.45 ms [2021-01-22 10:00:45 main:574] : INFO : Epoch 920 | loss: 0.0311517 | val_loss: 0.0311682 | Time: 2556.13 ms [2021-01-22 10:00:48 main:574] : INFO : Epoch 921 | loss: 0.0311508 | val_loss: 0.0311654 | Time: 2572.65 ms [2021-01-22 10:00:51 main:574] : INFO : Epoch 922 | loss: 0.0311487 | val_loss: 0.0311649 | Time: 2565.93 ms [2021-01-22 10:00:53 main:574] : INFO : Epoch 923 | loss: 0.0311488 | val_loss: 0.0311677 | Time: 2640.03 ms [2021-01-22 10:00:56 main:574] : INFO : Epoch 924 | loss: 0.0311485 | val_loss: 0.0311652 | Time: 2566.6 ms [2021-01-22 10:00:59 main:574] : INFO : Epoch 925 | loss: 0.0311475 | val_loss: 0.0311661 | Time: 2579.51 ms [2021-01-22 10:01:01 main:574] : INFO : Epoch 926 | loss: 0.0311475 | val_loss: 0.0311665 | Time: 2624.46 ms [2021-01-22 10:01:04 main:574] : INFO : Epoch 927 | loss: 0.0311475 | val_loss: 0.0311672 | Time: 2581.89 ms [2021-01-22 10:01:07 main:574] : INFO : Epoch 928 | loss: 0.0311476 | val_loss: 0.0311676 | Time: 2631.15 ms [2021-01-22 10:01:09 main:574] : INFO : Epoch 929 | loss: 0.0311473 | val_loss: 0.0311684 | Time: 2601.13 ms [2021-01-22 10:01:12 main:574] : INFO : Epoch 930 | loss: 0.0311482 | val_loss: 0.0311668 | Time: 2614.59 ms [2021-01-22 10:01:15 main:574] : INFO : Epoch 931 | loss: 0.0311483 | val_loss: 0.0311688 | Time: 2555.56 ms [2021-01-22 10:01:17 main:574] : INFO : Epoch 932 | loss: 0.0311479 | val_loss: 0.0311673 | Time: 2600.2 ms [2021-01-22 10:01:20 main:574] : INFO : Epoch 933 | loss: 0.0311465 | val_loss: 0.0311694 | Time: 2615.51 ms [2021-01-22 10:01:22 main:574] : INFO : Epoch 934 | loss: 0.0311464 | val_loss: 0.0311682 | Time: 2552.08 ms [2021-01-22 10:01:25 main:574] : INFO : Epoch 935 | loss: 0.0311465 | val_loss: 0.0311682 | Time: 2618.5 ms [2021-01-22 10:01:28 main:574] : INFO : Epoch 936 | loss: 0.0311466 | val_loss: 0.0311685 | Time: 2630.37 ms [2021-01-22 10:01:30 main:574] : INFO : Epoch 937 | loss: 0.0311457 | val_loss: 0.031167 | Time: 2584.2 ms [2021-01-22 10:01:33 main:574] : INFO : Epoch 938 | loss: 0.0311452 | val_loss: 0.0311672 | Time: 2550.14 ms [2021-01-22 10:01:36 main:574] : INFO : Epoch 939 | loss: 0.0311448 | val_loss: 0.0311687 | Time: 2590.31 ms [2021-01-22 10:01:38 main:574] : INFO : Epoch 940 | loss: 0.0311466 | val_loss: 0.0311697 | Time: 2589.08 ms [2021-01-22 10:01:41 main:574] : INFO : Epoch 941 | loss: 0.0311458 | val_loss: 0.0311663 | Time: 2601.8 ms [2021-01-22 10:01:44 main:574] : INFO : Epoch 942 | loss: 0.0311451 | val_loss: 0.0311707 | Time: 2638.04 ms [2021-01-22 10:01:46 main:574] : INFO : Epoch 943 | loss: 0.031148 | val_loss: 0.0311684 | Time: 2676.89 ms [2021-01-22 10:01:49 main:574] : INFO : Epoch 944 | loss: 0.0311456 | val_loss: 0.0311656 | Time: 2613.48 ms [2021-01-22 10:01:52 main:574] : INFO : Epoch 945 | loss: 0.0311469 | val_loss: 0.0311647 | Time: 2614.39 ms [2021-01-22 10:01:55 main:574] : INFO : Epoch 946 | loss: 0.0311469 | val_loss: 0.0311697 | Time: 2579.86 ms [2021-01-22 10:01:57 main:574] : INFO : Epoch 947 | loss: 0.031147 | val_loss: 0.0311661 | Time: 2551.51 ms [2021-01-22 10:02:00 main:574] : INFO : Epoch 948 | loss: 0.0311468 | val_loss: 0.0311691 | Time: 2600.27 ms [2021-01-22 10:02:03 main:574] : INFO : Epoch 949 | loss: 0.031147 | val_loss: 0.0311678 | Time: 2568.06 ms [2021-01-22 10:02:05 main:574] : INFO : Epoch 950 | loss: 0.0311455 | val_loss: 0.0311669 | Time: 2585.68 ms [2021-01-22 10:02:08 main:574] : INFO : Epoch 951 | loss: 0.0311461 | val_loss: 0.0311692 | Time: 2625.99 ms [2021-01-22 10:02:10 main:574] : INFO : Epoch 952 | loss: 0.0311459 | val_loss: 0.0311675 | Time: 2546.18 ms [2021-01-22 10:02:13 main:574] : INFO : Epoch 953 | loss: 0.0311451 | val_loss: 0.0311669 | Time: 2609.26 ms [2021-01-22 10:02:16 main:574] : INFO : Epoch 954 | loss: 0.031144 | val_loss: 0.031166 | Time: 2562.31 ms [2021-01-22 10:02:18 main:574] : INFO : Epoch 955 | loss: 0.0311448 | val_loss: 0.0311651 | Time: 2585.86 ms [2021-01-22 10:02:21 main:574] : INFO : Epoch 956 | loss: 0.0311453 | val_loss: 0.0311685 | Time: 2559.3 ms [2021-01-22 10:02:24 main:574] : INFO : Epoch 957 | loss: 0.0311455 | val_loss: 0.0311668 | Time: 2556.39 ms [2021-01-22 10:02:26 main:574] : INFO : Epoch 958 | loss: 0.0311443 | val_loss: 0.0311671 | Time: 2648.17 ms [2021-01-22 10:02:29 main:574] : INFO : Epoch 959 | loss: 0.0311447 | val_loss: 0.0311687 | Time: 2657.67 ms [2021-01-22 10:02:32 main:574] : INFO : Epoch 960 | loss: 0.0311438 | val_loss: 0.031168 | Time: 2599.83 ms [2021-01-22 10:02:34 main:574] : INFO : Epoch 961 | loss: 0.0311437 | val_loss: 0.0311706 | Time: 2569.71 ms [2021-01-22 10:02:37 main:574] : INFO : Epoch 962 | loss: 0.031143 | val_loss: 0.0311685 | Time: 2594.05 ms [2021-01-22 10:02:40 main:574] : INFO : Epoch 963 | loss: 0.0311425 | val_loss: 0.0311687 | Time: 2593.93 ms [2021-01-22 10:02:43 main:574] : INFO : Epoch 964 | loss: 0.031143 | val_loss: 0.031166 | Time: 2643.83 ms [2021-01-22 10:02:45 main:574] : INFO : Epoch 965 | loss: 0.0311426 | val_loss: 0.0311683 | Time: 2578.03 ms [2021-01-22 10:02:48 main:574] : INFO : Epoch 966 | loss: 0.031144 | val_loss: 0.0311704 | Time: 2601.15 ms [2021-01-22 10:02:51 main:574] : INFO : Epoch 967 | loss: 0.0311446 | val_loss: 0.03117 | Time: 2597.35 ms [2021-01-22 10:02:53 main:574] : INFO : Epoch 968 | loss: 0.0311438 | val_loss: 0.0311669 | Time: 2600.43 ms [2021-01-22 10:02:56 main:574] : INFO : Epoch 969 | loss: 0.0311452 | val_loss: 0.031166 | Time: 2576.73 ms [2021-01-22 10:02:58 main:574] : INFO : Epoch 970 | loss: 0.0311458 | val_loss: 0.031165 | Time: 2607.86 ms [2021-01-22 10:03:01 main:574] : INFO : Epoch 971 | loss: 0.0311476 | val_loss: 0.0311678 | Time: 2575.2 ms [2021-01-22 10:03:04 main:574] : INFO : Epoch 972 | loss: 0.0311479 | val_loss: 0.0311665 | Time: 2615.99 ms [2021-01-22 10:03:06 main:574] : INFO : Epoch 973 | loss: 0.0311471 | val_loss: 0.0311669 | Time: 2587.18 ms [2021-01-22 10:03:09 main:574] : INFO : Epoch 974 | loss: 0.0311473 | val_loss: 0.0311672 | Time: 2607.5 ms [2021-01-22 10:03:12 main:574] : INFO : Epoch 975 | loss: 0.0311492 | val_loss: 0.0311663 | Time: 2551.1 ms [2021-01-22 10:03:14 main:574] : INFO : Epoch 976 | loss: 0.0311475 | val_loss: 0.0311682 | Time: 2595.2 ms [2021-01-22 10:03:17 main:574] : INFO : Epoch 977 | loss: 0.0311466 | val_loss: 0.0311661 | Time: 2622.66 ms [2021-01-22 10:03:20 main:574] : INFO : Epoch 978 | loss: 0.0311462 | val_loss: 0.0311689 | Time: 2647.84 ms [2021-01-22 10:03:22 main:574] : INFO : Epoch 979 | loss: 0.0311479 | val_loss: 0.0311659 | Time: 2613.69 ms [2021-01-22 10:03:25 main:574] : INFO : Epoch 980 | loss: 0.0311455 | val_loss: 0.0311671 | Time: 2609.65 ms [2021-01-22 10:03:28 main:574] : INFO : Epoch 981 | loss: 0.0311465 | val_loss: 0.0311677 | Time: 2615.26 ms [2021-01-22 10:03:30 main:574] : INFO : Epoch 982 | loss: 0.0311457 | val_loss: 0.0311677 | Time: 2556.7 ms [2021-01-22 10:03:33 main:574] : INFO : Epoch 983 | loss: 0.0311454 | val_loss: 0.0311682 | Time: 2597.88 ms [2021-01-22 10:03:36 main:574] : INFO : Epoch 984 | loss: 0.0311454 | val_loss: 0.0311679 | Time: 2558.86 ms [2021-01-22 10:03:38 main:574] : INFO : Epoch 985 | loss: 0.0311462 | val_loss: 0.0311668 | Time: 2551.91 ms [2021-01-22 10:03:41 main:574] : INFO : Epoch 986 | loss: 0.0311461 | val_loss: 0.0311668 | Time: 2556.95 ms [2021-01-22 10:03:44 main:574] : INFO : Epoch 987 | loss: 0.0311456 | val_loss: 0.0311665 | Time: 2697.12 ms [2021-01-22 10:03:46 main:574] : INFO : Epoch 988 | loss: 0.0311457 | val_loss: 0.0311681 | Time: 2608.7 ms [2021-01-22 10:03:49 main:574] : INFO : Epoch 989 | loss: 0.0311457 | val_loss: 0.031167 | Time: 2655.49 ms [2021-01-22 10:03:52 main:574] : INFO : Epoch 990 | loss: 0.0311468 | val_loss: 0.031166 | Time: 2610.78 ms [2021-01-22 10:03:54 main:574] : INFO : Epoch 991 | loss: 0.0311471 | val_loss: 0.0311666 | Time: 2602.77 ms [2021-01-22 10:03:57 main:574] : INFO : Epoch 992 | loss: 0.0311463 | val_loss: 0.0311648 | Time: 2659.23 ms [2021-01-22 10:04:00 main:574] : INFO : Epoch 993 | loss: 0.0311463 | val_loss: 0.0311684 | Time: 2612.71 ms [2021-01-22 10:04:02 main:574] : INFO : Epoch 994 | loss: 0.0311457 | val_loss: 0.031167 | Time: 2619.86 ms [2021-01-22 10:04:05 main:574] : INFO : Epoch 995 | loss: 0.0311459 | val_loss: 0.0311717 | Time: 2558.56 ms [2021-01-22 10:04:08 main:574] : INFO : Epoch 996 | loss: 0.0311448 | val_loss: 0.0311695 | Time: 2663.29 ms [2021-01-22 10:04:10 main:574] : INFO : Epoch 997 | loss: 0.0311447 | val_loss: 0.0311731 | Time: 2570.88 ms [2021-01-22 10:04:13 main:574] : INFO : Epoch 998 | loss: 0.0311446 | val_loss: 0.0311701 | Time: 2554.31 ms [2021-01-22 10:04:15 main:574] : INFO : Epoch 999 | loss: 0.0311444 | val_loss: 0.0311694 | Time: 2550.17 ms [2021-01-22 10:04:18 main:574] : INFO : Epoch 1000 | loss: 0.0311444 | val_loss: 0.0311686 | Time: 2605.5 ms [2021-01-22 10:04:21 main:574] : INFO : Epoch 1001 | loss: 0.0311448 | val_loss: 0.0311728 | Time: 2557.31 ms [2021-01-22 10:04:23 main:574] : INFO : Epoch 1002 | loss: 0.0311448 | val_loss: 0.0311702 | Time: 2618.12 ms [2021-01-22 10:04:26 main:574] : INFO : Epoch 1003 | loss: 0.031144 | val_loss: 0.0311717 | Time: 2622.47 ms [2021-01-22 10:04:29 main:574] : INFO : Epoch 1004 | loss: 0.0311441 | val_loss: 0.03117 | Time: 2562.55 ms [2021-01-22 10:04:31 main:574] : INFO : Epoch 1005 | loss: 0.0311433 | val_loss: 0.0311686 | Time: 2623 ms [2021-01-22 10:04:34 main:574] : INFO : Epoch 1006 | loss: 0.0311433 | val_loss: 0.0311665 | Time: 2576.91 ms [2021-01-22 10:04:37 main:574] : INFO : Epoch 1007 | loss: 0.0311442 | val_loss: 0.0311695 | Time: 2628.4 ms [2021-01-22 10:04:39 main:574] : INFO : Epoch 1008 | loss: 0.0311442 | val_loss: 0.0311672 | Time: 2633.98 ms [2021-01-22 10:04:42 main:574] : INFO : Epoch 1009 | loss: 0.0311449 | val_loss: 0.0311713 | Time: 2574.57 ms [2021-01-22 10:04:45 main:574] : INFO : Epoch 1010 | loss: 0.0311447 | val_loss: 0.0311701 | Time: 2603.98 ms [2021-01-22 10:04:47 main:574] : INFO : Epoch 1011 | loss: 0.031145 | val_loss: 0.0311693 | Time: 2593.8 ms [2021-01-22 10:04:50 main:574] : INFO : Epoch 1012 | loss: 0.0311453 | val_loss: 0.031167 | Time: 2575.31 ms [2021-01-22 10:04:53 main:574] : INFO : Epoch 1013 | loss: 0.0311457 | val_loss: 0.0311657 | Time: 2539.54 ms [2021-01-22 10:04:55 main:574] : INFO : Epoch 1014 | loss: 0.0311454 | val_loss: 0.0311662 | Time: 2539.17 ms [2021-01-22 10:04:58 main:574] : INFO : Epoch 1015 | loss: 0.031146 | val_loss: 0.0311673 | Time: 2578.94 ms [2021-01-22 10:05:01 main:574] : INFO : Epoch 1016 | loss: 0.0311458 | val_loss: 0.0311667 | Time: 2613.33 ms [2021-01-22 10:05:03 main:574] : INFO : Epoch 1017 | loss: 0.031146 | val_loss: 0.0311669 | Time: 2595.22 ms [2021-01-22 10:05:06 main:574] : INFO : Epoch 1018 | loss: 0.0311471 | val_loss: 0.0311668 | Time: 2572.85 ms [2021-01-22 10:05:08 main:574] : INFO : Epoch 1019 | loss: 0.0311459 | val_loss: 0.0311667 | Time: 2565.68 ms [2021-01-22 10:05:11 main:574] : INFO : Epoch 1020 | loss: 0.0311467 | val_loss: 0.0311673 | Time: 2619.13 ms [2021-01-22 10:05:14 main:574] : INFO : Epoch 1021 | loss: 0.0311488 | val_loss: 0.0311661 | Time: 2583.61 ms [2021-01-22 10:05:16 main:574] : INFO : Epoch 1022 | loss: 0.0311501 | val_loss: 0.0311656 | Time: 2614.11 ms [2021-01-22 10:05:19 main:574] : INFO : Epoch 1023 | loss: 0.0311478 | val_loss: 0.0311666 | Time: 2570.89 ms [2021-01-22 10:05:22 main:574] : INFO : Epoch 1024 | loss: 0.0311474 | val_loss: 0.0311654 | Time: 2588.27 ms [2021-01-22 10:05:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311654 [2021-01-22 10:05:22 main:603] : INFO : Saving end state to config to file [2021-01-22 10:05:22 main:608] : INFO : Success, exiting.. 10:05:22 (8512): 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)