Task 3633957
| Name | ParityMachine-1605454781-12442-14_1 |
| Workunit | 1777554 |
| Created | 11 Jan 2021, 6:07:45 UTC |
| Sent | 11 Jan 2021, 7:15:55 UTC |
| Report deadline | 18 Jan 2021, 7:15:55 UTC |
| Received | 11 Jan 2021, 11:42:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 2 hours 0 min 23 sec |
| CPU time | 43 min 32 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 2,569.86 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 514 | loss: 0.0311662 | val_loss: 0.0311694 | Time: 2617.26 ms [2021-01-11 11:18:58 main:574] : INFO : Epoch 515 | loss: 0.0311649 | val_loss: 0.0311694 | Time: 2505.37 ms [2021-01-11 11:19:00 main:574] : INFO : Epoch 516 | loss: 0.031165 | val_loss: 0.0311679 | Time: 2650.75 ms [2021-01-11 11:19:03 main:574] : INFO : Epoch 517 | loss: 0.0311642 | val_loss: 0.0311677 | Time: 2521.59 ms [2021-01-11 11:19:05 main:574] : INFO : Epoch 518 | loss: 0.0311644 | val_loss: 0.0311686 | Time: 2609.81 ms [2021-01-11 11:19:08 main:574] : INFO : Epoch 519 | loss: 0.0311653 | val_loss: 0.031168 | Time: 2551.25 ms [2021-01-11 11:19:11 main:574] : INFO : Epoch 520 | loss: 0.0311663 | val_loss: 0.0311664 | Time: 2501.61 ms [2021-01-11 11:19:13 main:574] : INFO : Epoch 521 | loss: 0.0311649 | val_loss: 0.0311671 | Time: 2553.58 ms [2021-01-11 11:19:16 main:574] : INFO : Epoch 522 | loss: 0.0311661 | val_loss: 0.0311663 | Time: 2604.77 ms [2021-01-11 11:19:19 main:574] : INFO : Epoch 523 | loss: 0.0311651 | val_loss: 0.0311669 | Time: 3399.8 ms [2021-01-11 11:19:22 main:574] : INFO : Epoch 524 | loss: 0.0311656 | val_loss: 0.0311692 | Time: 2677.48 ms [2021-01-11 11:19:25 main:574] : INFO : Epoch 525 | loss: 0.0311654 | val_loss: 0.0311656 | Time: 2769.06 ms [2021-01-11 11:19:27 main:574] : INFO : Epoch 526 | loss: 0.0311647 | val_loss: 0.0311663 | Time: 2708.69 ms [2021-01-11 11:19:31 main:574] : INFO : Epoch 527 | loss: 0.0311642 | val_loss: 0.0311671 | Time: 3473.14 ms [2021-01-11 11:19:35 main:574] : INFO : Epoch 528 | loss: 0.0311647 | val_loss: 0.0311673 | Time: 3936.43 ms [2021-01-11 11:19:38 main:574] : INFO : Epoch 529 | loss: 0.0311647 | val_loss: 0.0311676 | Time: 2751.4 ms [2021-01-11 11:19:41 main:574] : INFO : Epoch 530 | loss: 0.0311647 | val_loss: 0.0311682 | Time: 2908.97 ms [2021-01-11 11:19:44 main:574] : INFO : Epoch 531 | loss: 0.0311668 | val_loss: 0.0311671 | Time: 3033.91 ms [2021-01-11 11:19:46 main:574] : INFO : Epoch 532 | loss: 0.0311655 | val_loss: 0.0311667 | Time: 2855.49 ms [2021-01-11 11:19:49 main:574] : INFO : Epoch 533 | loss: 0.0311655 | val_loss: 0.0311662 | Time: 2830.15 ms [2021-01-11 11:19:52 main:574] : INFO : Epoch 534 | loss: 0.031165 | val_loss: 0.0311665 | Time: 2652.71 ms [2021-01-11 11:19:55 main:574] : INFO : Epoch 535 | loss: 0.0311644 | val_loss: 0.0311665 | Time: 2893.13 ms [2021-01-11 11:19:58 main:574] : INFO : Epoch 536 | loss: 0.0311648 | val_loss: 0.0311679 | Time: 2860.77 ms [2021-01-11 11:20:01 main:574] : INFO : Epoch 537 | loss: 0.0311647 | val_loss: 0.0311695 | Time: 3128.68 ms [2021-01-11 11:20:04 main:574] : INFO : Epoch 538 | loss: 0.0311648 | val_loss: 0.0311672 | Time: 2764.46 ms [2021-01-11 11:20:07 main:574] : INFO : Epoch 539 | loss: 0.0311645 | val_loss: 0.031168 | Time: 2850.81 ms [2021-01-11 11:20:10 main:574] : INFO : Epoch 540 | loss: 0.0311656 | val_loss: 0.03117 | Time: 3031.72 ms [2021-01-11 11:20:13 main:574] : INFO : Epoch 541 | loss: 0.0311646 | val_loss: 0.0311682 | Time: 2984.4 ms [2021-01-11 11:20:16 main:574] : INFO : Epoch 542 | loss: 0.031165 | val_loss: 0.0311681 | Time: 3446.59 ms [2021-01-11 11:20:19 main:574] : INFO : Epoch 543 | loss: 0.0311673 | val_loss: 0.0311691 | Time: 3022.75 ms [2021-01-11 11:20:22 main:574] : INFO : Epoch 544 | loss: 0.0311655 | val_loss: 0.0311678 | Time: 2892.18 ms [2021-01-11 11:20:25 main:574] : INFO : Epoch 545 | loss: 0.0311663 | val_loss: 0.0311683 | Time: 2692.35 ms [2021-01-11 11:20:28 main:574] : INFO : Epoch 546 | loss: 0.0311661 | val_loss: 0.03117 | Time: 2790.95 ms [2021-01-11 11:20:31 main:574] : INFO : Epoch 547 | loss: 0.0311667 | val_loss: 0.031172 | Time: 2820.3 ms [2021-01-11 11:20:33 main:574] : INFO : Epoch 548 | loss: 0.0311675 | val_loss: 0.0311746 | Time: 2642.74 ms [2021-01-11 11:20:36 main:574] : INFO : Epoch 549 | loss: 0.0311684 | val_loss: 0.0311712 | Time: 2861.67 ms [2021-01-11 11:20:39 main:574] : INFO : Epoch 550 | loss: 0.0311699 | val_loss: 0.031169 | Time: 2669.94 ms [2021-01-11 11:20:42 main:574] : INFO : Epoch 551 | loss: 0.0311668 | val_loss: 0.0311684 | Time: 2654.11 ms [2021-01-11 11:20:44 main:574] : INFO : Epoch 552 | loss: 0.0311672 | val_loss: 0.031171 | Time: 2653.74 ms [2021-01-11 11:20:47 main:574] : INFO : Epoch 553 | loss: 0.0311676 | val_loss: 0.0311683 | Time: 2595.26 ms [2021-01-11 11:20:50 main:574] : INFO : Epoch 554 | loss: 0.0311659 | val_loss: 0.031168 | Time: 2616.14 ms [2021-01-11 11:20:52 main:574] : INFO : Epoch 555 | loss: 0.0311669 | val_loss: 0.0311674 | Time: 2665.8 ms [2021-01-11 11:20:55 main:574] : INFO : Epoch 556 | loss: 0.0311659 | val_loss: 0.031167 | Time: 2645.28 ms [2021-01-11 11:20:57 main:574] : INFO : Epoch 557 | loss: 0.0311673 | val_loss: 0.0311674 | Time: 2589.16 ms [2021-01-11 11:21:00 main:574] : INFO : Epoch 558 | loss: 0.031168 | val_loss: 0.0311712 | Time: 2888.04 ms [2021-01-11 11:21:03 main:574] : INFO : Epoch 559 | loss: 0.0311672 | val_loss: 0.0311673 | Time: 2618.6 ms [2021-01-11 11:21:06 main:574] : INFO : Epoch 560 | loss: 0.0311669 | val_loss: 0.0311666 | Time: 2718.41 ms [2021-01-11 11:21:08 main:574] : INFO : Epoch 561 | loss: 0.0311658 | val_loss: 0.0311663 | Time: 2562.54 ms [2021-01-11 11:21:11 main:574] : INFO : Epoch 562 | loss: 0.0311665 | val_loss: 0.0311687 | Time: 2623.78 ms [2021-01-11 11:21:14 main:574] : INFO : Epoch 563 | loss: 0.0311657 | val_loss: 0.0311665 | Time: 2582.2 ms [2021-01-11 11:21:16 main:574] : INFO : Epoch 564 | loss: 0.0311659 | val_loss: 0.031168 | Time: 2696.21 ms [2021-01-11 11:21:19 main:574] : INFO : Epoch 565 | loss: 0.031167 | val_loss: 0.0311665 | Time: 2706.19 ms [2021-01-11 11:21:22 main:574] : INFO : Epoch 566 | loss: 0.0311664 | val_loss: 0.0311685 | Time: 2743.14 ms [2021-01-11 11:21:25 main:574] : INFO : Epoch 567 | loss: 0.0311674 | val_loss: 0.0311721 | Time: 2686.23 ms [2021-01-11 11:21:27 main:574] : INFO : Epoch 568 | loss: 0.0311674 | val_loss: 0.0311663 | Time: 2591.58 ms [2021-01-11 11:21:30 main:574] : INFO : Epoch 569 | loss: 0.0311665 | val_loss: 0.0311674 | Time: 2598.33 ms [2021-01-11 11:21:32 main:574] : INFO : Epoch 570 | loss: 0.0311661 | val_loss: 0.0311662 | Time: 2665.08 ms [2021-01-11 11:21:35 main:574] : INFO : Epoch 571 | loss: 0.0311655 | val_loss: 0.0311671 | Time: 2704.51 ms [2021-01-11 11:21:38 main:574] : INFO : Epoch 572 | loss: 0.0311656 | val_loss: 0.0311662 | Time: 2705.42 ms [2021-01-11 11:21:41 main:574] : INFO : Epoch 573 | loss: 0.0311682 | val_loss: 0.031171 | Time: 2833.87 ms [2021-01-11 11:21:43 main:574] : INFO : Epoch 574 | loss: 0.0311673 | val_loss: 0.0311696 | Time: 2678.79 ms [2021-01-11 11:21:46 main:574] : INFO : Epoch 575 | loss: 0.0311669 | val_loss: 0.0311688 | Time: 2977.36 ms [2021-01-11 11:21:49 main:574] : INFO : Epoch 576 | loss: 0.0311655 | val_loss: 0.0311685 | Time: 2739.45 ms [2021-01-11 11:21:52 main:574] : INFO : Epoch 577 | loss: 0.031166 | val_loss: 0.0311682 | Time: 2690.1 ms [2021-01-11 11:21:55 main:574] : INFO : Epoch 578 | loss: 0.0311676 | val_loss: 0.0311735 | Time: 2671.16 ms [2021-01-11 11:21:58 main:574] : INFO : Epoch 579 | loss: 0.0311688 | val_loss: 0.0311735 | Time: 2643.88 ms [2021-01-11 11:22:01 main:574] : INFO : Epoch 580 | loss: 0.0311683 | val_loss: 0.0311687 | Time: 2803.53 ms [2021-01-11 11:22:03 main:574] : INFO : Epoch 581 | loss: 0.0311661 | val_loss: 0.0311687 | Time: 2775.47 ms [2021-01-11 11:22:06 main:574] : INFO : Epoch 582 | loss: 0.0311683 | val_loss: 0.0311748 | Time: 2682.44 ms [2021-01-11 11:22:09 main:574] : INFO : Epoch 583 | loss: 0.0311674 | val_loss: 0.031168 | Time: 2631.36 ms [2021-01-11 11:22:12 main:574] : INFO : Epoch 584 | loss: 0.0311657 | val_loss: 0.0311682 | Time: 2812.6 ms [2021-01-11 11:22:14 main:574] : INFO : Epoch 585 | loss: 0.0311663 | val_loss: 0.0311707 | Time: 2723.51 ms [2021-01-11 11:22:17 main:574] : INFO : Epoch 586 | loss: 0.0311682 | val_loss: 0.0311746 | Time: 2793.73 ms [2021-01-11 11:22:20 main:574] : INFO : Epoch 587 | loss: 0.0311677 | val_loss: 0.0311699 | Time: 2586.98 ms [2021-01-11 11:22:22 main:574] : INFO : Epoch 588 | loss: 0.0311668 | val_loss: 0.0311699 | Time: 2774.57 ms [2021-01-11 11:22:25 main:574] : INFO : Epoch 589 | loss: 0.0311655 | val_loss: 0.031168 | Time: 2767.66 ms [2021-01-11 11:22:28 main:574] : INFO : Epoch 590 | loss: 0.0311648 | val_loss: 0.0311677 | Time: 2587.94 ms [2021-01-11 11:22:31 main:574] : INFO : Epoch 591 | loss: 0.0311649 | val_loss: 0.0311689 | Time: 2628.74 ms [2021-01-11 11:22:33 main:574] : INFO : Epoch 592 | loss: 0.0311655 | val_loss: 0.0311665 | Time: 2766.06 ms [2021-01-11 11:22:36 main:574] : INFO : Epoch 593 | loss: 0.0311654 | val_loss: 0.0311712 | Time: 2554.09 ms [2021-01-11 11:22:39 main:574] : INFO : Epoch 594 | loss: 0.0311663 | val_loss: 0.0311705 | Time: 2612.51 ms [2021-01-11 11:22:41 main:574] : INFO : Epoch 595 | loss: 0.031168 | val_loss: 0.0311696 | Time: 2614.92 ms [2021-01-11 11:22:44 main:574] : INFO : Epoch 596 | loss: 0.0311691 | val_loss: 0.0311693 | Time: 2609.19 ms [2021-01-11 11:22:47 main:574] : INFO : Epoch 597 | loss: 0.0311656 | val_loss: 0.031167 | Time: 2839.86 ms [2021-01-11 11:22:50 main:574] : INFO : Epoch 598 | loss: 0.0311663 | val_loss: 0.0311671 | Time: 3008.93 ms [2021-01-11 11:22:53 main:574] : INFO : Epoch 599 | loss: 0.031165 | val_loss: 0.0311674 | Time: 2842.25 ms [2021-01-11 11:22:56 main:574] : INFO : Epoch 600 | loss: 0.0311649 | val_loss: 0.0311676 | Time: 3018.95 ms [2021-01-11 11:22:58 main:574] : INFO : Epoch 601 | loss: 0.0311648 | val_loss: 0.031167 | Time: 2694.34 ms [2021-01-11 11:23:01 main:574] : INFO : Epoch 602 | loss: 0.0311648 | val_loss: 0.031167 | Time: 2808.98 ms [2021-01-11 11:23:04 main:574] : INFO : Epoch 603 | loss: 0.031165 | val_loss: 0.0311688 | Time: 3376.64 ms [2021-01-11 11:23:08 main:574] : INFO : Epoch 604 | loss: 0.0311685 | val_loss: 0.0311705 | Time: 3611.69 ms [2021-01-11 11:23:11 main:574] : INFO : Epoch 605 | loss: 0.0311645 | val_loss: 0.0311682 | Time: 3020.96 ms [2021-01-11 11:23:14 main:574] : INFO : Epoch 606 | loss: 0.0311641 | val_loss: 0.0311682 | Time: 2865.02 ms [2021-01-11 11:23:17 main:574] : INFO : Epoch 607 | loss: 0.0311649 | val_loss: 0.0311696 | Time: 2626.98 ms [2021-01-11 11:23:20 main:574] : INFO : Epoch 608 | loss: 0.0311659 | val_loss: 0.0311727 | Time: 3001.26 ms [2021-01-11 11:23:24 main:574] : INFO : Epoch 609 | loss: 0.0311662 | val_loss: 0.0311671 | Time: 4507.56 ms [2021-01-11 11:23:28 main:574] : INFO : Epoch 610 | loss: 0.0311655 | val_loss: 0.031168 | Time: 3350.15 ms [2021-01-11 11:23:31 main:574] : INFO : Epoch 611 | loss: 0.0311673 | val_loss: 0.0311714 | Time: 2899.81 ms [2021-01-11 11:23:33 main:574] : INFO : Epoch 612 | loss: 0.0311665 | val_loss: 0.0311692 | Time: 2855.57 ms [2021-01-11 11:23:37 main:574] : INFO : Epoch 613 | loss: 0.0311665 | val_loss: 0.0311676 | Time: 3101.22 ms [2021-01-11 11:23:39 main:574] : INFO : Epoch 614 | loss: 0.031165 | val_loss: 0.031167 | Time: 2871.76 ms [2021-01-11 11:23:42 main:574] : INFO : Epoch 615 | loss: 0.0311645 | val_loss: 0.0311709 | Time: 2802.37 ms [2021-01-11 11:23:45 main:574] : INFO : Epoch 616 | loss: 0.0311666 | val_loss: 0.0311677 | Time: 2858.29 ms [2021-01-11 11:23:48 main:574] : INFO : Epoch 617 | loss: 0.0311655 | val_loss: 0.0311665 | Time: 2856.56 ms [2021-01-11 11:23:51 main:574] : INFO : Epoch 618 | loss: 0.031164 | val_loss: 0.0311667 | Time: 3011.63 ms [2021-01-11 11:23:54 main:574] : INFO : Epoch 619 | loss: 0.031164 | val_loss: 0.0311676 | Time: 2984.09 ms [2021-01-11 11:23:57 main:574] : INFO : Epoch 620 | loss: 0.031165 | val_loss: 0.0311664 | Time: 3088.31 ms [2021-01-11 11:24:00 main:574] : INFO : Epoch 621 | loss: 0.0311646 | val_loss: 0.031166 | Time: 3049.26 ms [2021-01-11 11:24:03 main:574] : INFO : Epoch 622 | loss: 0.0311639 | val_loss: 0.031167 | Time: 2817.35 ms [2021-01-11 11:24:06 main:574] : INFO : Epoch 623 | loss: 0.0311639 | val_loss: 0.0311666 | Time: 2998.26 ms [2021-01-11 11:24:09 main:574] : INFO : Epoch 624 | loss: 0.0311642 | val_loss: 0.0311681 | Time: 2645.74 ms [2021-01-11 11:24:12 main:574] : INFO : Epoch 625 | loss: 0.0311645 | val_loss: 0.0311666 | Time: 2786.48 ms [2021-01-11 11:24:15 main:574] : INFO : Epoch 626 | loss: 0.0311646 | val_loss: 0.0311664 | Time: 2790.57 ms [2021-01-11 11:24:17 main:574] : INFO : Epoch 627 | loss: 0.0311632 | val_loss: 0.0311659 | Time: 2836.19 ms [2021-01-11 11:24:20 main:574] : INFO : Epoch 628 | loss: 0.0311646 | val_loss: 0.0311687 | Time: 2571.22 ms [2021-01-11 11:24:23 main:574] : INFO : Epoch 629 | loss: 0.0311658 | val_loss: 0.0311669 | Time: 2685.64 ms [2021-01-11 11:24:25 main:574] : INFO : Epoch 630 | loss: 0.0311635 | val_loss: 0.0311656 | Time: 2746.23 ms [2021-01-11 11:24:28 main:574] : INFO : Epoch 631 | loss: 0.0311639 | val_loss: 0.031168 | Time: 2773.71 ms [2021-01-11 11:24:31 main:574] : INFO : Epoch 632 | loss: 0.0311632 | val_loss: 0.0311681 | Time: 2890.71 ms [2021-01-11 11:24:34 main:574] : INFO : Epoch 633 | loss: 0.0311633 | val_loss: 0.0311662 | Time: 2642.87 ms [2021-01-11 11:24:37 main:574] : INFO : Epoch 634 | loss: 0.0311636 | val_loss: 0.0311674 | Time: 2708.48 ms [2021-01-11 11:24:39 main:574] : INFO : Epoch 635 | loss: 0.0311665 | val_loss: 0.03117 | Time: 2629.31 ms [2021-01-11 11:24:42 main:574] : INFO : Epoch 636 | loss: 0.0311681 | val_loss: 0.031177 | Time: 2874.26 ms [2021-01-11 11:24:45 main:574] : INFO : Epoch 637 | loss: 0.0311688 | val_loss: 0.031168 | Time: 2626.72 ms [2021-01-11 11:24:48 main:574] : INFO : Epoch 638 | loss: 0.0311668 | val_loss: 0.0311684 | Time: 2750.23 ms [2021-01-11 11:24:50 main:574] : INFO : Epoch 639 | loss: 0.0311644 | val_loss: 0.0311675 | Time: 2815.94 ms [2021-01-11 11:24:53 main:574] : INFO : Epoch 640 | loss: 0.0311643 | val_loss: 0.0311719 | Time: 2662.33 ms [2021-01-11 11:24:56 main:574] : INFO : Epoch 641 | loss: 0.0311642 | val_loss: 0.0311708 | Time: 2536.12 ms [2021-01-11 11:24:58 main:574] : INFO : Epoch 642 | loss: 0.0311652 | val_loss: 0.031167 | Time: 2691.9 ms [2021-01-11 11:25:01 main:574] : INFO : Epoch 643 | loss: 0.0311631 | val_loss: 0.0311722 | Time: 2643.58 ms [2021-01-11 11:25:04 main:574] : INFO : Epoch 644 | loss: 0.0311645 | val_loss: 0.0311673 | Time: 2782.32 ms [2021-01-11 11:25:07 main:574] : INFO : Epoch 645 | loss: 0.0311627 | val_loss: 0.0311666 | Time: 2839.61 ms [2021-01-11 11:25:10 main:574] : INFO : Epoch 646 | loss: 0.0311629 | val_loss: 0.0311665 | Time: 2877.54 ms [2021-01-11 11:25:13 main:574] : INFO : Epoch 647 | loss: 0.0311632 | val_loss: 0.0311669 | Time: 2955.26 ms [2021-01-11 11:25:15 main:574] : INFO : Epoch 648 | loss: 0.0311628 | val_loss: 0.0311691 | Time: 2882.2 ms [2021-01-11 11:25:18 main:574] : INFO : Epoch 649 | loss: 0.0311647 | val_loss: 0.0311679 | Time: 2723.49 ms [2021-01-11 11:25:21 main:574] : INFO : Epoch 650 | loss: 0.0311633 | val_loss: 0.0311662 | Time: 2681.52 ms [2021-01-11 11:25:24 main:574] : INFO : Epoch 651 | loss: 0.0311646 | val_loss: 0.0311665 | Time: 2702.9 ms [2021-01-11 11:25:26 main:574] : INFO : Epoch 652 | loss: 0.0311629 | val_loss: 0.0311677 | Time: 2714.02 ms [2021-01-11 11:25:29 main:574] : INFO : Epoch 653 | loss: 0.0311637 | val_loss: 0.0311662 | Time: 2735.1 ms [2021-01-11 11:25:32 main:574] : INFO : Epoch 654 | loss: 0.0311631 | val_loss: 0.0311661 | Time: 2956.85 ms [2021-01-11 11:25:35 main:574] : INFO : Epoch 655 | loss: 0.0311636 | val_loss: 0.0311694 | Time: 2547.91 ms [2021-01-11 11:25:37 main:574] : INFO : Epoch 656 | loss: 0.0311642 | val_loss: 0.0311678 | Time: 2605.47 ms [2021-01-11 11:25:40 main:574] : INFO : Epoch 657 | loss: 0.0311636 | val_loss: 0.0311699 | Time: 2558.81 ms [2021-01-11 11:25:43 main:574] : INFO : Epoch 658 | loss: 0.0311653 | val_loss: 0.0311727 | Time: 2713.9 ms [2021-01-11 11:25:45 main:574] : INFO : Epoch 659 | loss: 0.0311658 | val_loss: 0.0311752 | Time: 2653.63 ms [2021-01-11 11:25:48 main:574] : INFO : Epoch 660 | loss: 0.031167 | val_loss: 0.031169 | Time: 2610.26 ms [2021-01-11 11:25:51 main:574] : INFO : Epoch 661 | loss: 0.0311653 | val_loss: 0.0311687 | Time: 2730.31 ms [2021-01-11 11:25:53 main:574] : INFO : Epoch 662 | loss: 0.0311693 | val_loss: 0.0311738 | Time: 2724.75 ms [2021-01-11 11:25:56 main:574] : INFO : Epoch 663 | loss: 0.0311689 | val_loss: 0.0311691 | Time: 2592.11 ms [2021-01-11 11:25:59 main:574] : INFO : Epoch 664 | loss: 0.0311665 | val_loss: 0.0311722 | Time: 2591.89 ms [2021-01-11 11:26:01 main:574] : INFO : Epoch 665 | loss: 0.0311657 | val_loss: 0.0311693 | Time: 2684.74 ms [2021-01-11 11:26:04 main:574] : INFO : Epoch 666 | loss: 0.0311653 | val_loss: 0.031169 | Time: 2600.91 ms [2021-01-11 11:26:07 main:574] : INFO : Epoch 667 | loss: 0.0311677 | val_loss: 0.0311695 | Time: 2616.81 ms [2021-01-11 11:26:09 main:574] : INFO : Epoch 668 | loss: 0.0311686 | val_loss: 0.0311691 | Time: 2721.98 ms [2021-01-11 11:26:12 main:574] : INFO : Epoch 669 | loss: 0.0311661 | val_loss: 0.0311681 | Time: 2974.89 ms [2021-01-11 11:26:15 main:574] : INFO : Epoch 670 | loss: 0.0311652 | val_loss: 0.0311679 | Time: 2958.01 ms [2021-01-11 11:26:18 main:574] : INFO : Epoch 671 | loss: 0.0311651 | val_loss: 0.0311702 | Time: 2884.95 ms [2021-01-11 11:26:21 main:574] : INFO : Epoch 672 | loss: 0.0311651 | val_loss: 0.0311681 | Time: 2680.06 ms [2021-01-11 11:26:24 main:574] : INFO : Epoch 673 | loss: 0.0311671 | val_loss: 0.0311678 | Time: 2683.74 ms [2021-01-11 11:26:26 main:574] : INFO : Epoch 674 | loss: 0.0311656 | val_loss: 0.0311678 | Time: 2745.09 ms [2021-01-11 11:26:29 main:574] : INFO : Epoch 675 | loss: 0.0311649 | val_loss: 0.0311668 | Time: 2666.08 ms [2021-01-11 11:26:32 main:574] : INFO : Epoch 676 | loss: 0.0311659 | val_loss: 0.0311693 | Time: 2844.74 ms [2021-01-11 11:26:35 main:574] : INFO : Epoch 677 | loss: 0.0311646 | val_loss: 0.0311689 | Time: 2639.51 ms [2021-01-11 11:26:37 main:574] : INFO : Epoch 678 | loss: 0.0311653 | val_loss: 0.0311697 | Time: 2655.63 ms [2021-01-11 11:26:40 main:574] : INFO : Epoch 679 | loss: 0.0311655 | val_loss: 0.0311704 | Time: 2574.7 ms [2021-01-11 11:26:43 main:574] : INFO : Epoch 680 | loss: 0.0311639 | val_loss: 0.0311698 | Time: 2637.14 ms [2021-01-11 11:26:45 main:574] : INFO : Epoch 681 | loss: 0.0311654 | val_loss: 0.0311665 | Time: 2679.96 ms [2021-01-11 11:26:48 main:574] : INFO : Epoch 682 | loss: 0.0311629 | val_loss: 0.0311656 | Time: 2800.95 ms [2021-01-11 11:26:51 main:574] : INFO : Epoch 683 | loss: 0.0311638 | val_loss: 0.0311658 | Time: 2625 ms [2021-01-11 11:26:54 main:574] : INFO : Epoch 684 | loss: 0.0311652 | val_loss: 0.0311666 | Time: 2735.58 ms [2021-01-11 11:26:57 main:574] : INFO : Epoch 685 | loss: 0.0311641 | val_loss: 0.031167 | Time: 3101.39 ms [2021-01-11 11:26:59 main:574] : INFO : Epoch 686 | loss: 0.0311656 | val_loss: 0.0311682 | Time: 2705.45 ms [2021-01-11 11:27:02 main:574] : INFO : Epoch 687 | loss: 0.0311662 | val_loss: 0.0311668 | Time: 2740.55 ms [2021-01-11 11:27:05 main:574] : INFO : Epoch 688 | loss: 0.031168 | val_loss: 0.0311694 | Time: 2545.32 ms [2021-01-11 11:27:07 main:574] : INFO : Epoch 689 | loss: 0.031165 | val_loss: 0.0311668 | Time: 2612.62 ms [2021-01-11 11:27:10 main:574] : INFO : Epoch 690 | loss: 0.0311653 | val_loss: 0.0311667 | Time: 2599.82 ms [2021-01-11 11:27:13 main:574] : INFO : Epoch 691 | loss: 0.0311639 | val_loss: 0.0311663 | Time: 2599.63 ms [2021-01-11 11:27:15 main:574] : INFO : Epoch 692 | loss: 0.0311644 | val_loss: 0.0311652 | Time: 2703.84 ms [2021-01-11 11:27:18 main:574] : INFO : Epoch 693 | loss: 0.0311637 | val_loss: 0.0311653 | Time: 2516.92 ms [2021-01-11 11:27:21 main:574] : INFO : Epoch 694 | loss: 0.0311633 | val_loss: 0.0311661 | Time: 2700 ms [2021-01-11 11:27:23 main:574] : INFO : Epoch 695 | loss: 0.0311656 | val_loss: 0.0311698 | Time: 2663.73 ms [2021-01-11 11:27:26 main:574] : INFO : Epoch 696 | loss: 0.0311647 | val_loss: 0.0311678 | Time: 2563.78 ms [2021-01-11 11:27:29 main:574] : INFO : Epoch 697 | loss: 0.0311658 | val_loss: 0.0311682 | Time: 2659.29 ms [2021-01-11 11:27:31 main:574] : INFO : Epoch 698 | loss: 0.0311667 | val_loss: 0.0311735 | Time: 2588.44 ms [2021-01-11 11:27:34 main:574] : INFO : Epoch 699 | loss: 0.0311681 | val_loss: 0.0311695 | Time: 2617.14 ms [2021-01-11 11:27:36 main:574] : INFO : Epoch 700 | loss: 0.0311666 | val_loss: 0.0311674 | Time: 2620.43 ms [2021-01-11 11:27:39 main:574] : INFO : Epoch 701 | loss: 0.0311665 | val_loss: 0.0311686 | Time: 2711.87 ms [2021-01-11 11:27:42 main:574] : INFO : Epoch 702 | loss: 0.0311682 | val_loss: 0.0311694 | Time: 2709.73 ms [2021-01-11 11:27:45 main:574] : INFO : Epoch 703 | loss: 0.0311682 | val_loss: 0.0311667 | Time: 2697.89 ms [2021-01-11 11:27:47 main:574] : INFO : Epoch 704 | loss: 0.0311651 | val_loss: 0.031168 | Time: 2640.61 ms [2021-01-11 11:27:50 main:574] : INFO : Epoch 705 | loss: 0.0311646 | val_loss: 0.0311674 | Time: 2633.9 ms [2021-01-11 11:27:53 main:574] : INFO : Epoch 706 | loss: 0.0311651 | val_loss: 0.0311665 | Time: 2858.59 ms [2021-01-11 11:27:56 main:574] : INFO : Epoch 707 | loss: 0.0311667 | val_loss: 0.0311667 | Time: 2703.51 ms [2021-01-11 11:27:58 main:574] : INFO : Epoch 708 | loss: 0.0311695 | val_loss: 0.0311915 | Time: 2773.99 ms [2021-01-11 11:28:01 main:574] : INFO : Epoch 709 | loss: 0.0311703 | val_loss: 0.0311677 | Time: 2551.81 ms [2021-01-11 11:28:04 main:574] : INFO : Epoch 710 | loss: 0.0311651 | val_loss: 0.0311667 | Time: 2798.11 ms [2021-01-11 11:28:06 main:574] : INFO : Epoch 711 | loss: 0.0311657 | val_loss: 0.0311686 | Time: 2768.48 ms [2021-01-11 11:28:09 main:574] : INFO : Epoch 712 | loss: 0.0311655 | val_loss: 0.0311688 | Time: 2770.47 ms [2021-01-11 11:28:12 main:574] : INFO : Epoch 713 | loss: 0.0311655 | val_loss: 0.0311686 | Time: 2495.39 ms [2021-01-11 11:28:14 main:574] : INFO : Epoch 714 | loss: 0.0311661 | val_loss: 0.0311687 | Time: 2560.06 ms [2021-01-11 11:28:17 main:574] : INFO : Epoch 715 | loss: 0.0311661 | val_loss: 0.0311695 | Time: 2490.39 ms [2021-01-11 11:28:20 main:574] : INFO : Epoch 716 | loss: 0.0311667 | val_loss: 0.0311708 | Time: 2630.25 ms [2021-01-11 11:28:22 main:574] : INFO : Epoch 717 | loss: 0.0311659 | val_loss: 0.0311738 | Time: 2649.38 ms [2021-01-11 11:28:25 main:574] : INFO : Epoch 718 | loss: 0.0311686 | val_loss: 0.0311691 | Time: 2552.02 ms [2021-01-11 11:28:27 main:574] : INFO : Epoch 719 | loss: 0.0311648 | val_loss: 0.0311685 | Time: 2506.15 ms [2021-01-11 11:28:30 main:574] : INFO : Epoch 720 | loss: 0.0311652 | val_loss: 0.0311683 | Time: 2465.07 ms [2021-01-11 11:28:32 main:574] : INFO : Epoch 721 | loss: 0.0311652 | val_loss: 0.0311677 | Time: 2485.56 ms [2021-01-11 11:28:35 main:574] : INFO : Epoch 722 | loss: 0.0311647 | val_loss: 0.0311677 | Time: 2490.03 ms [2021-01-11 11:28:37 main:574] : INFO : Epoch 723 | loss: 0.0311666 | val_loss: 0.0311687 | Time: 2575.72 ms [2021-01-11 11:28:40 main:574] : INFO : Epoch 724 | loss: 0.0311657 | val_loss: 0.0311685 | Time: 2663.22 ms [2021-01-11 11:28:43 main:574] : INFO : Epoch 725 | loss: 0.0311644 | val_loss: 0.0311699 | Time: 2379.36 ms [2021-01-11 11:28:45 main:574] : INFO : Epoch 726 | loss: 0.0311654 | val_loss: 0.0311674 | Time: 2377.98 ms [2021-01-11 11:28:47 main:574] : INFO : Epoch 727 | loss: 0.0311641 | val_loss: 0.0311702 | Time: 2458.75 ms [2021-01-11 11:28:50 main:574] : INFO : Epoch 728 | loss: 0.0311653 | val_loss: 0.0311688 | Time: 2537.98 ms [2021-01-11 11:28:53 main:574] : INFO : Epoch 729 | loss: 0.0311647 | val_loss: 0.0311679 | Time: 2588.48 ms [2021-01-11 11:28:55 main:574] : INFO : Epoch 730 | loss: 0.031165 | val_loss: 0.0311703 | Time: 2880.11 ms [2021-01-11 11:28:58 main:574] : INFO : Epoch 731 | loss: 0.0311663 | val_loss: 0.0311715 | Time: 2426.34 ms [2021-01-11 11:29:01 main:574] : INFO : Epoch 732 | loss: 0.0311661 | val_loss: 0.0311711 | Time: 2603.76 ms [2021-01-11 11:29:03 main:574] : INFO : Epoch 733 | loss: 0.0311661 | val_loss: 0.0311707 | Time: 2735.25 ms [2021-01-11 11:29:06 main:574] : INFO : Epoch 734 | loss: 0.0311662 | val_loss: 0.0311734 | Time: 2491.72 ms [2021-01-11 11:29:09 main:574] : INFO : Epoch 735 | loss: 0.0311668 | val_loss: 0.031171 | Time: 2811.15 ms [2021-01-11 11:29:11 main:574] : INFO : Epoch 736 | loss: 0.0311664 | val_loss: 0.0311715 | Time: 2538.03 ms [2021-01-11 11:29:14 main:574] : INFO : Epoch 737 | loss: 0.0311668 | val_loss: 0.0311715 | Time: 2443.5 ms [2021-01-11 11:29:16 main:574] : INFO : Epoch 738 | loss: 0.0311664 | val_loss: 0.0311727 | Time: 2501.31 ms [2021-01-11 11:29:19 main:574] : INFO : Epoch 739 | loss: 0.0311666 | val_loss: 0.0311738 | Time: 2549.77 ms [2021-01-11 11:29:21 main:574] : INFO : Epoch 740 | loss: 0.0311652 | val_loss: 0.0311717 | Time: 2573.83 ms [2021-01-11 11:29:24 main:574] : INFO : Epoch 741 | loss: 0.0311651 | val_loss: 0.0311709 | Time: 2507.46 ms [2021-01-11 11:29:27 main:574] : INFO : Epoch 742 | loss: 0.0311652 | val_loss: 0.0311713 | Time: 2613.53 ms [2021-01-11 11:29:29 main:574] : INFO : Epoch 743 | loss: 0.0311647 | val_loss: 0.0311716 | Time: 2595.58 ms [2021-01-11 11:29:32 main:574] : INFO : Epoch 744 | loss: 0.0311651 | val_loss: 0.0311724 | Time: 2600.19 ms [2021-01-11 11:29:34 main:574] : INFO : Epoch 745 | loss: 0.0311658 | val_loss: 0.0311724 | Time: 2605.49 ms [2021-01-11 11:29:37 main:574] : INFO : Epoch 746 | loss: 0.0311647 | val_loss: 0.0311702 | Time: 2514.59 ms [2021-01-11 11:29:40 main:574] : INFO : Epoch 747 | loss: 0.031166 | val_loss: 0.0311718 | Time: 2716.63 ms [2021-01-11 11:29:42 main:574] : INFO : Epoch 748 | loss: 0.0311653 | val_loss: 0.0311716 | Time: 2761.42 ms [2021-01-11 11:29:46 main:574] : INFO : Epoch 749 | loss: 0.0311644 | val_loss: 0.0311695 | Time: 3052.26 ms [2021-01-11 11:29:48 main:574] : INFO : Epoch 750 | loss: 0.0311648 | val_loss: 0.0311697 | Time: 2660.47 ms [2021-01-11 11:29:51 main:574] : INFO : Epoch 751 | loss: 0.0311652 | val_loss: 0.0311703 | Time: 2509.8 ms [2021-01-11 11:29:53 main:574] : INFO : Epoch 752 | loss: 0.0311643 | val_loss: 0.0311701 | Time: 2578.6 ms [2021-01-11 11:29:56 main:574] : INFO : Epoch 753 | loss: 0.0311648 | val_loss: 0.0311759 | Time: 2722.59 ms [2021-01-11 11:29:59 main:574] : INFO : Epoch 754 | loss: 0.0311652 | val_loss: 0.0311714 | Time: 2604.16 ms [2021-01-11 11:30:01 main:574] : INFO : Epoch 755 | loss: 0.0311648 | val_loss: 0.031171 | Time: 2568.5 ms [2021-01-11 11:30:04 main:574] : INFO : Epoch 756 | loss: 0.0311657 | val_loss: 0.0311695 | Time: 2548.57 ms [2021-01-11 11:30:07 main:574] : INFO : Epoch 757 | loss: 0.031164 | val_loss: 0.031169 | Time: 2688.2 ms [2021-01-11 11:30:09 main:574] : INFO : Epoch 758 | loss: 0.0311645 | val_loss: 0.0311728 | Time: 2526.49 ms [2021-01-11 11:30:12 main:574] : INFO : Epoch 759 | loss: 0.0311664 | val_loss: 0.0311724 | Time: 2513.54 ms [2021-01-11 11:30:14 main:574] : INFO : Epoch 760 | loss: 0.0311659 | val_loss: 0.0311726 | Time: 2527.66 ms [2021-01-11 11:30:17 main:574] : INFO : Epoch 761 | loss: 0.0311655 | val_loss: 0.0311696 | Time: 2518.87 ms [2021-01-11 11:30:19 main:574] : INFO : Epoch 762 | loss: 0.0311656 | val_loss: 0.0311704 | Time: 2553.7 ms [2021-01-11 11:30:22 main:574] : INFO : Epoch 763 | loss: 0.0311672 | val_loss: 0.0311795 | Time: 2500.71 ms [2021-01-11 11:30:24 main:574] : INFO : Epoch 764 | loss: 0.0311777 | val_loss: 0.0311835 | Time: 2546.21 ms [2021-01-11 11:30:27 main:574] : INFO : Epoch 765 | loss: 0.0311798 | val_loss: 0.0311777 | Time: 2563.54 ms [2021-01-11 11:30:29 main:574] : INFO : Epoch 766 | loss: 0.0311682 | val_loss: 0.0311712 | Time: 2421.24 ms [2021-01-11 11:30:32 main:574] : INFO : Epoch 767 | loss: 0.0311665 | val_loss: 0.0311683 | Time: 2638.5 ms [2021-01-11 11:30:35 main:574] : INFO : Epoch 768 | loss: 0.0311648 | val_loss: 0.0311691 | Time: 2532.93 ms [2021-01-11 11:30:37 main:574] : INFO : Epoch 769 | loss: 0.0311649 | val_loss: 0.0311681 | Time: 2523.34 ms [2021-01-11 11:30:40 main:574] : INFO : Epoch 770 | loss: 0.0311655 | val_loss: 0.031168 | Time: 2468.88 ms [2021-01-11 11:30:42 main:574] : INFO : Epoch 771 | loss: 0.0311655 | val_loss: 0.0311685 | Time: 2502.03 ms [2021-01-11 11:30:45 main:574] : INFO : Epoch 772 | loss: 0.0311662 | val_loss: 0.0311684 | Time: 2453.1 ms [2021-01-11 11:30:47 main:574] : INFO : Epoch 773 | loss: 0.0311652 | val_loss: 0.0311675 | Time: 2599.54 ms [2021-01-11 11:30:50 main:574] : INFO : Epoch 774 | loss: 0.0311655 | val_loss: 0.0311679 | Time: 2496.79 ms [2021-01-11 11:30:52 main:574] : INFO : Epoch 775 | loss: 0.031165 | val_loss: 0.0311684 | Time: 2559.18 ms [2021-01-11 11:30:55 main:574] : INFO : Epoch 776 | loss: 0.0311652 | val_loss: 0.0311678 | Time: 2493.67 ms [2021-01-11 11:30:57 main:574] : INFO : Epoch 777 | loss: 0.0311643 | val_loss: 0.0311688 | Time: 2559.3 ms [2021-01-11 11:31:00 main:574] : INFO : Epoch 778 | loss: 0.0311667 | val_loss: 0.0311707 | Time: 2552.48 ms [2021-01-11 11:31:03 main:574] : INFO : Epoch 779 | loss: 0.0311671 | val_loss: 0.0311722 | Time: 2534.69 ms [2021-01-11 11:31:05 main:574] : INFO : Epoch 780 | loss: 0.031166 | val_loss: 0.0311681 | Time: 2613.1 ms [2021-01-11 11:31:08 main:574] : INFO : Epoch 781 | loss: 0.0311671 | val_loss: 0.0311681 | Time: 2502.86 ms [2021-01-11 11:31:10 main:574] : INFO : Epoch 782 | loss: 0.0311669 | val_loss: 0.0311683 | Time: 2577.8 ms [2021-01-11 11:31:13 main:574] : INFO : Epoch 783 | loss: 0.0311658 | val_loss: 0.0311684 | Time: 2955.41 ms [2021-01-11 11:31:16 main:574] : INFO : Epoch 784 | loss: 0.031168 | val_loss: 0.0311803 | Time: 2598.1 ms [2021-01-11 11:31:19 main:574] : INFO : Epoch 785 | loss: 0.0311722 | val_loss: 0.031173 | Time: 2511.24 ms [2021-01-11 11:31:21 main:574] : INFO : Epoch 786 | loss: 0.0311697 | val_loss: 0.0311741 | Time: 2752.84 ms [2021-01-11 11:31:24 main:574] : INFO : Epoch 787 | loss: 0.0311673 | val_loss: 0.0311705 | Time: 2782.09 ms [2021-01-11 11:31:27 main:574] : INFO : Epoch 788 | loss: 0.031171 | val_loss: 0.0311816 | Time: 2501.78 ms [2021-01-11 11:31:29 main:574] : INFO : Epoch 789 | loss: 0.0311715 | val_loss: 0.0311711 | Time: 2499.63 ms [2021-01-11 11:31:32 main:574] : INFO : Epoch 790 | loss: 0.031168 | val_loss: 0.0311705 | Time: 2467.77 ms [2021-01-11 11:31:34 main:574] : INFO : Epoch 791 | loss: 0.0311678 | val_loss: 0.0311695 | Time: 2528.2 ms [2021-01-11 11:31:37 main:574] : INFO : Epoch 792 | loss: 0.0311675 | val_loss: 0.0311704 | Time: 2426.36 ms [2021-01-11 11:31:39 main:574] : INFO : Epoch 793 | loss: 0.0311683 | val_loss: 0.0311701 | Time: 2619.54 ms [2021-01-11 11:31:42 main:574] : INFO : Epoch 794 | loss: 0.0311665 | val_loss: 0.0311714 | Time: 2440.09 ms [2021-01-11 11:31:44 main:574] : INFO : Epoch 795 | loss: 0.0311672 | val_loss: 0.0311699 | Time: 2422.69 ms [2021-01-11 11:31:47 main:574] : INFO : Epoch 796 | loss: 0.0311666 | val_loss: 0.0311734 | Time: 2399.36 ms [2021-01-11 11:31:49 main:574] : INFO : Epoch 797 | loss: 0.0311672 | val_loss: 0.0311698 | Time: 2487.88 ms [2021-01-11 11:31:52 main:574] : INFO : Epoch 798 | loss: 0.031167 | val_loss: 0.03117 | Time: 2495.9 ms [2021-01-11 11:31:54 main:574] : INFO : Epoch 799 | loss: 0.031166 | val_loss: 0.0311709 | Time: 2667.84 ms [2021-01-11 11:31:57 main:574] : INFO : Epoch 800 | loss: 0.0311661 | val_loss: 0.0311694 | Time: 2473.15 ms [2021-01-11 11:31:59 main:574] : INFO : Epoch 801 | loss: 0.0311663 | val_loss: 0.0311681 | Time: 2508.04 ms [2021-01-11 11:32:02 main:574] : INFO : Epoch 802 | loss: 0.0311666 | val_loss: 0.0311679 | Time: 2490.48 ms [2021-01-11 11:32:04 main:574] : INFO : Epoch 803 | loss: 0.0311666 | val_loss: 0.0311681 | Time: 2500.03 ms [2021-01-11 11:32:07 main:574] : INFO : Epoch 804 | loss: 0.0311647 | val_loss: 0.0311677 | Time: 2486.02 ms [2021-01-11 11:32:09 main:574] : INFO : Epoch 805 | loss: 0.0311658 | val_loss: 0.0311685 | Time: 2422.8 ms [2021-01-11 11:32:12 main:574] : INFO : Epoch 806 | loss: 0.0311652 | val_loss: 0.0311678 | Time: 2371.57 ms [2021-01-11 11:32:14 main:574] : INFO : Epoch 807 | loss: 0.0311658 | val_loss: 0.0311688 | Time: 2496.06 ms [2021-01-11 11:32:17 main:574] : INFO : Epoch 808 | loss: 0.0311662 | val_loss: 0.0311691 | Time: 2536.32 ms [2021-01-11 11:32:19 main:574] : INFO : Epoch 809 | loss: 0.031166 | val_loss: 0.0311694 | Time: 2451.23 ms [2021-01-11 11:32:22 main:574] : INFO : Epoch 810 | loss: 0.0311669 | val_loss: 0.0311692 | Time: 2426.78 ms [2021-01-11 11:32:25 main:574] : INFO : Epoch 811 | loss: 0.0311668 | val_loss: 0.031172 | Time: 3075.32 ms [2021-01-11 11:32:27 main:574] : INFO : Epoch 812 | loss: 0.0311691 | val_loss: 0.0311757 | Time: 2519.78 ms [2021-01-11 11:32:30 main:574] : INFO : Epoch 813 | loss: 0.0311693 | val_loss: 0.0311691 | Time: 2494.61 ms [2021-01-11 11:32:32 main:574] : INFO : Epoch 814 | loss: 0.0311669 | val_loss: 0.0311692 | Time: 2467.93 ms [2021-01-11 11:32:35 main:574] : INFO : Epoch 815 | loss: 0.0311667 | val_loss: 0.0311685 | Time: 2490.98 ms [2021-01-11 11:32:37 main:574] : INFO : Epoch 816 | loss: 0.031166 | val_loss: 0.0311697 | Time: 2532.48 ms [2021-01-11 11:32:40 main:574] : INFO : Epoch 817 | loss: 0.0311675 | val_loss: 0.0311757 | Time: 2424.3 ms [2021-01-11 11:32:42 main:574] : INFO : Epoch 818 | loss: 0.0311673 | val_loss: 0.0311687 | Time: 2463.66 ms [2021-01-11 11:32:45 main:574] : INFO : Epoch 819 | loss: 0.0311661 | val_loss: 0.0311696 | Time: 2500.86 ms [2021-01-11 11:32:48 main:574] : INFO : Epoch 820 | loss: 0.0311661 | val_loss: 0.0311691 | Time: 2758.97 ms [2021-01-11 11:32:50 main:574] : INFO : Epoch 821 | loss: 0.0311657 | val_loss: 0.0311688 | Time: 2355.1 ms [2021-01-11 11:32:52 main:574] : INFO : Epoch 822 | loss: 0.031166 | val_loss: 0.0311689 | Time: 2380.32 ms [2021-01-11 11:32:55 main:574] : INFO : Epoch 823 | loss: 0.0311663 | val_loss: 0.0311709 | Time: 2381.18 ms [2021-01-11 11:32:57 main:574] : INFO : Epoch 824 | loss: 0.0311672 | val_loss: 0.03117 | Time: 2405.8 ms [2021-01-11 11:33:00 main:574] : INFO : Epoch 825 | loss: 0.0311692 | val_loss: 0.0311759 | Time: 2395.31 ms [2021-01-11 11:33:02 main:574] : INFO : Epoch 826 | loss: 0.0311668 | val_loss: 0.0311676 | Time: 2391.01 ms [2021-01-11 11:33:04 main:574] : INFO : Epoch 827 | loss: 0.0311653 | val_loss: 0.0311682 | Time: 2353.46 ms [2021-01-11 11:33:07 main:574] : INFO : Epoch 828 | loss: 0.0311659 | val_loss: 0.031169 | Time: 2356.86 ms [2021-01-11 11:33:09 main:574] : INFO : Epoch 829 | loss: 0.0311663 | val_loss: 0.0311682 | Time: 2519.8 ms [2021-01-11 11:33:12 main:574] : INFO : Epoch 830 | loss: 0.031166 | val_loss: 0.0311682 | Time: 2354.9 ms [2021-01-11 11:33:14 main:574] : INFO : Epoch 831 | loss: 0.0311662 | val_loss: 0.031169 | Time: 2428.87 ms [2021-01-11 11:33:16 main:574] : INFO : Epoch 832 | loss: 0.0311657 | val_loss: 0.0311677 | Time: 2338.38 ms [2021-01-11 11:33:19 main:574] : INFO : Epoch 833 | loss: 0.0311661 | val_loss: 0.031171 | Time: 2356.84 ms [2021-01-11 11:33:21 main:574] : INFO : Epoch 834 | loss: 0.0311675 | val_loss: 0.031169 | Time: 2405.52 ms [2021-01-11 11:33:24 main:574] : INFO : Epoch 835 | loss: 0.0311663 | val_loss: 0.0311674 | Time: 2343.4 ms [2021-01-11 11:33:26 main:574] : INFO : Epoch 836 | loss: 0.0311662 | val_loss: 0.0311683 | Time: 2414.43 ms [2021-01-11 11:33:28 main:574] : INFO : Epoch 837 | loss: 0.0311659 | val_loss: 0.0311685 | Time: 2409.4 ms [2021-01-11 11:33:31 main:574] : INFO : Epoch 838 | loss: 0.0311674 | val_loss: 0.0311691 | Time: 2383.72 ms [2021-01-11 11:33:33 main:574] : INFO : Epoch 839 | loss: 0.0311669 | val_loss: 0.0311691 | Time: 2424.27 ms [2021-01-11 11:33:36 main:574] : INFO : Epoch 840 | loss: 0.0311671 | val_loss: 0.0311695 | Time: 2340.2 ms [2021-01-11 11:33:38 main:574] : INFO : Epoch 841 | loss: 0.0311665 | val_loss: 0.0311687 | Time: 2396.08 ms [2021-01-11 11:33:40 main:574] : INFO : Epoch 842 | loss: 0.0311664 | val_loss: 0.0311703 | Time: 2376.85 ms [2021-01-11 11:33:43 main:574] : INFO : Epoch 843 | loss: 0.031166 | val_loss: 0.0311692 | Time: 2439.38 ms [2021-01-11 11:33:45 main:574] : INFO : Epoch 844 | loss: 0.0311697 | val_loss: 0.0311686 | Time: 2424.29 ms [2021-01-11 11:33:48 main:574] : INFO : Epoch 845 | loss: 0.0311667 | val_loss: 0.0311696 | Time: 2369.43 ms [2021-01-11 11:33:50 main:574] : INFO : Epoch 846 | loss: 0.0311655 | val_loss: 0.0311703 | Time: 2472.77 ms [2021-01-11 11:33:53 main:574] : INFO : Epoch 847 | loss: 0.0311654 | val_loss: 0.0311683 | Time: 2347.89 ms [2021-01-11 11:33:55 main:574] : INFO : Epoch 848 | loss: 0.0311655 | val_loss: 0.0311688 | Time: 2431.92 ms [2021-01-11 11:33:57 main:574] : INFO : Epoch 849 | loss: 0.0311657 | val_loss: 0.0311686 | Time: 2334.71 ms [2021-01-11 11:34:00 main:574] : INFO : Epoch 850 | loss: 0.0311657 | val_loss: 0.031171 | Time: 2352.91 ms [2021-01-11 11:34:02 main:574] : INFO : Epoch 851 | loss: 0.0311667 | val_loss: 0.0311684 | Time: 2389.2 ms [2021-01-11 11:34:05 main:574] : INFO : Epoch 852 | loss: 0.0311651 | val_loss: 0.0311676 | Time: 2377.75 ms [2021-01-11 11:34:07 main:574] : INFO : Epoch 853 | loss: 0.0311672 | val_loss: 0.0311723 | Time: 2347.7 ms [2021-01-11 11:34:10 main:574] : INFO : Epoch 854 | loss: 0.0311675 | val_loss: 0.0311708 | Time: 2542.91 ms [2021-01-11 11:34:12 main:574] : INFO : Epoch 855 | loss: 0.031166 | val_loss: 0.0311683 | Time: 2509.35 ms [2021-01-11 11:34:14 main:574] : INFO : Epoch 856 | loss: 0.0311649 | val_loss: 0.0311695 | Time: 2411.26 ms [2021-01-11 11:34:17 main:574] : INFO : Epoch 857 | loss: 0.0311665 | val_loss: 0.0311716 | Time: 2404.25 ms [2021-01-11 11:34:19 main:574] : INFO : Epoch 858 | loss: 0.0311659 | val_loss: 0.0311716 | Time: 2363.75 ms [2021-01-11 11:34:22 main:574] : INFO : Epoch 859 | loss: 0.0311662 | val_loss: 0.0311692 | Time: 2357.01 ms [2021-01-11 11:34:24 main:574] : INFO : Epoch 860 | loss: 0.0311666 | val_loss: 0.031169 | Time: 2374.44 ms [2021-01-11 11:34:26 main:574] : INFO : Epoch 861 | loss: 0.0311666 | val_loss: 0.0311683 | Time: 2414.06 ms [2021-01-11 11:34:29 main:574] : INFO : Epoch 862 | loss: 0.031165 | val_loss: 0.0311696 | Time: 2392.08 ms [2021-01-11 11:34:31 main:574] : INFO : Epoch 863 | loss: 0.0311653 | val_loss: 0.0311665 | Time: 2466.72 ms [2021-01-11 11:34:34 main:574] : INFO : Epoch 864 | loss: 0.0311644 | val_loss: 0.0311677 | Time: 2417.81 ms [2021-01-11 11:34:36 main:574] : INFO : Epoch 865 | loss: 0.0311654 | val_loss: 0.0311673 | Time: 2448.78 ms [2021-01-11 11:34:39 main:574] : INFO : Epoch 866 | loss: 0.0311656 | val_loss: 0.0311676 | Time: 2390.44 ms [2021-01-11 11:34:41 main:574] : INFO : Epoch 867 | loss: 0.0311646 | val_loss: 0.0311669 | Time: 2455.76 ms [2021-01-11 11:34:44 main:574] : INFO : Epoch 868 | loss: 0.031165 | val_loss: 0.0311676 | Time: 2417.63 ms [2021-01-11 11:34:46 main:574] : INFO : Epoch 869 | loss: 0.0311659 | val_loss: 0.0311683 | Time: 2413.82 ms [2021-01-11 11:34:48 main:574] : INFO : Epoch 870 | loss: 0.0311647 | val_loss: 0.0311681 | Time: 2373.2 ms [2021-01-11 11:34:51 main:574] : INFO : Epoch 871 | loss: 0.0311654 | val_loss: 0.0311701 | Time: 2366.77 ms [2021-01-11 11:34:54 main:574] : INFO : Epoch 872 | loss: 0.0311657 | val_loss: 0.0311685 | Time: 2749.59 ms [2021-01-11 11:34:56 main:574] : INFO : Epoch 873 | loss: 0.0311661 | val_loss: 0.0311699 | Time: 2436.13 ms [2021-01-11 11:34:58 main:574] : INFO : Epoch 874 | loss: 0.0311659 | val_loss: 0.0311695 | Time: 2353.37 ms [2021-01-11 11:35:01 main:574] : INFO : Epoch 875 | loss: 0.0311651 | val_loss: 0.0311672 | Time: 2425.26 ms [2021-01-11 11:35:03 main:574] : INFO : Epoch 876 | loss: 0.0311651 | val_loss: 0.0311695 | Time: 2402.27 ms [2021-01-11 11:35:06 main:574] : INFO : Epoch 877 | loss: 0.0311649 | val_loss: 0.0311687 | Time: 2457.79 ms [2021-01-11 11:35:08 main:574] : INFO : Epoch 878 | loss: 0.0311666 | val_loss: 0.031172 | Time: 2457.85 ms [2021-01-11 11:35:11 main:574] : INFO : Epoch 879 | loss: 0.0311669 | val_loss: 0.0311684 | Time: 2429 ms [2021-01-11 11:35:13 main:574] : INFO : Epoch 880 | loss: 0.0311655 | val_loss: 0.0311684 | Time: 2417.94 ms [2021-01-11 11:35:15 main:574] : INFO : Epoch 881 | loss: 0.0311657 | val_loss: 0.0311673 | Time: 2354.47 ms [2021-01-11 11:35:18 main:574] : INFO : Epoch 882 | loss: 0.0311642 | val_loss: 0.0311678 | Time: 2378.13 ms [2021-01-11 11:35:20 main:574] : INFO : Epoch 883 | loss: 0.0311651 | val_loss: 0.0311691 | Time: 2401.46 ms [2021-01-11 11:35:23 main:574] : INFO : Epoch 884 | loss: 0.0311651 | val_loss: 0.0311671 | Time: 2378.12 ms [2021-01-11 11:35:25 main:574] : INFO : Epoch 885 | loss: 0.0311648 | val_loss: 0.031167 | Time: 2394.44 ms [2021-01-11 11:35:28 main:574] : INFO : Epoch 886 | loss: 0.0311654 | val_loss: 0.031167 | Time: 2430.66 ms [2021-01-11 11:35:30 main:574] : INFO : Epoch 887 | loss: 0.0311641 | val_loss: 0.0311683 | Time: 2649.54 ms [2021-01-11 11:35:33 main:574] : INFO : Epoch 888 | loss: 0.0311645 | val_loss: 0.0311669 | Time: 2377.12 ms [2021-01-11 11:35:35 main:574] : INFO : Epoch 889 | loss: 0.0311658 | val_loss: 0.0311667 | Time: 2483.49 ms [2021-01-11 11:35:37 main:574] : INFO : Epoch 890 | loss: 0.0311645 | val_loss: 0.0311676 | Time: 2403.16 ms [2021-01-11 11:35:40 main:574] : INFO : Epoch 891 | loss: 0.0311647 | val_loss: 0.0311691 | Time: 2343.66 ms [2021-01-11 11:35:42 main:574] : INFO : Epoch 892 | loss: 0.0311663 | val_loss: 0.0311684 | Time: 2469.25 ms [2021-01-11 11:35:45 main:574] : INFO : Epoch 893 | loss: 0.0311661 | val_loss: 0.031168 | Time: 2338.79 ms [2021-01-11 11:35:47 main:574] : INFO : Epoch 894 | loss: 0.0311649 | val_loss: 0.03117 | Time: 2525.89 ms [2021-01-11 11:35:50 main:574] : INFO : Epoch 895 | loss: 0.0311689 | val_loss: 0.0311743 | Time: 2366.55 ms [2021-01-11 11:35:52 main:574] : INFO : Epoch 896 | loss: 0.0311676 | val_loss: 0.0311682 | Time: 2396.47 ms [2021-01-11 11:35:54 main:574] : INFO : Epoch 897 | loss: 0.0311664 | val_loss: 0.0311677 | Time: 2341.29 ms [2021-01-11 11:35:57 main:574] : INFO : Epoch 898 | loss: 0.0311656 | val_loss: 0.0311676 | Time: 2372.66 ms [2021-01-11 11:35:59 main:574] : INFO : Epoch 899 | loss: 0.0311667 | val_loss: 0.0311761 | Time: 2422.21 ms [2021-01-11 11:36:02 main:574] : INFO : Epoch 900 | loss: 0.0311683 | val_loss: 0.0311683 | Time: 2402.11 ms [2021-01-11 11:36:04 main:574] : INFO : Epoch 901 | loss: 0.0311672 | val_loss: 0.0311686 | Time: 2733.66 ms [2021-01-11 11:36:07 main:574] : INFO : Epoch 902 | loss: 0.0311641 | val_loss: 0.0311684 | Time: 2359.63 ms [2021-01-11 11:36:09 main:574] : INFO : Epoch 903 | loss: 0.0311646 | val_loss: 0.0311682 | Time: 2399.91 ms [2021-01-11 11:36:12 main:574] : INFO : Epoch 904 | loss: 0.0311639 | val_loss: 0.0311697 | Time: 2348.51 ms [2021-01-11 11:36:14 main:574] : INFO : Epoch 905 | loss: 0.0311656 | val_loss: 0.0311727 | Time: 2457.12 ms [2021-01-11 11:36:16 main:574] : INFO : Epoch 906 | loss: 0.0311656 | val_loss: 0.0311693 | Time: 2361.02 ms [2021-01-11 11:36:19 main:574] : INFO : Epoch 907 | loss: 0.0311654 | val_loss: 0.0311704 | Time: 2350.17 ms [2021-01-11 11:36:21 main:574] : INFO : Epoch 908 | loss: 0.0311665 | val_loss: 0.0311694 | Time: 2404.49 ms [2021-01-11 11:36:24 main:574] : INFO : Epoch 909 | loss: 0.0311663 | val_loss: 0.0311676 | Time: 2396.31 ms [2021-01-11 11:36:26 main:574] : INFO : Epoch 910 | loss: 0.0311688 | val_loss: 0.0311682 | Time: 2378.12 ms [2021-01-11 11:36:28 main:574] : INFO : Epoch 911 | loss: 0.0311707 | val_loss: 0.03117 | Time: 2362.2 ms [2021-01-11 11:36:31 main:574] : INFO : Epoch 912 | loss: 0.0311689 | val_loss: 0.0311694 | Time: 2374.43 ms [2021-01-11 11:36:33 main:574] : INFO : Epoch 913 | loss: 0.0311662 | val_loss: 0.0311693 | Time: 2409.29 ms [2021-01-11 11:36:36 main:574] : INFO : Epoch 914 | loss: 0.0311651 | val_loss: 0.0311682 | Time: 2394.58 ms [2021-01-11 11:36:38 main:574] : INFO : Epoch 915 | loss: 0.0311652 | val_loss: 0.0311716 | Time: 2402.9 ms [2021-01-11 11:36:40 main:574] : INFO : Epoch 916 | loss: 0.0311718 | val_loss: 0.0311687 | Time: 2368.62 ms [2021-01-11 11:36:43 main:574] : INFO : Epoch 917 | loss: 0.0311724 | val_loss: 0.031175 | Time: 2343.91 ms [2021-01-11 11:36:45 main:574] : INFO : Epoch 918 | loss: 0.0311685 | val_loss: 0.0311736 | Time: 2400.54 ms [2021-01-11 11:36:48 main:574] : INFO : Epoch 919 | loss: 0.0311669 | val_loss: 0.0311697 | Time: 2379.97 ms [2021-01-11 11:36:50 main:574] : INFO : Epoch 920 | loss: 0.0311654 | val_loss: 0.0311679 | Time: 2395.92 ms [2021-01-11 11:36:52 main:574] : INFO : Epoch 921 | loss: 0.0311648 | val_loss: 0.0311678 | Time: 2379.37 ms [2021-01-11 11:36:55 main:574] : INFO : Epoch 922 | loss: 0.0311655 | val_loss: 0.031167 | Time: 2337.35 ms [2021-01-11 11:36:57 main:574] : INFO : Epoch 923 | loss: 0.031165 | val_loss: 0.0311683 | Time: 2482.08 ms [2021-01-11 11:37:00 main:574] : INFO : Epoch 924 | loss: 0.0311653 | val_loss: 0.0311673 | Time: 2406.25 ms [2021-01-11 11:37:02 main:574] : INFO : Epoch 925 | loss: 0.0311643 | val_loss: 0.0311696 | Time: 2420.17 ms [2021-01-11 11:37:05 main:574] : INFO : Epoch 926 | loss: 0.0311649 | val_loss: 0.0311685 | Time: 2380.63 ms [2021-01-11 11:37:07 main:574] : INFO : Epoch 927 | loss: 0.0311653 | val_loss: 0.0311686 | Time: 2383.99 ms [2021-01-11 11:37:09 main:574] : INFO : Epoch 928 | loss: 0.0311643 | val_loss: 0.0311686 | Time: 2423.36 ms [2021-01-11 11:37:12 main:574] : INFO : Epoch 929 | loss: 0.0311646 | val_loss: 0.0311681 | Time: 2326.61 ms [2021-01-11 11:37:14 main:574] : INFO : Epoch 930 | loss: 0.0311651 | val_loss: 0.0311684 | Time: 2425.85 ms [2021-01-11 11:37:17 main:574] : INFO : Epoch 931 | loss: 0.0311652 | val_loss: 0.0311682 | Time: 2363.31 ms [2021-01-11 11:37:19 main:574] : INFO : Epoch 932 | loss: 0.0311641 | val_loss: 0.0311691 | Time: 2369.12 ms [2021-01-11 11:37:21 main:574] : INFO : Epoch 933 | loss: 0.0311646 | val_loss: 0.0311691 | Time: 2416.52 ms [2021-01-11 11:37:24 main:574] : INFO : Epoch 934 | loss: 0.0311652 | val_loss: 0.0311705 | Time: 2334.3 ms [2021-01-11 11:37:26 main:574] : INFO : Epoch 935 | loss: 0.0311643 | val_loss: 0.0311709 | Time: 2516.55 ms [2021-01-11 11:37:29 main:574] : INFO : Epoch 936 | loss: 0.0311642 | val_loss: 0.0311686 | Time: 2350.41 ms [2021-01-11 11:37:31 main:574] : INFO : Epoch 937 | loss: 0.0311633 | val_loss: 0.0311685 | Time: 2366.86 ms [2021-01-11 11:37:33 main:574] : INFO : Epoch 938 | loss: 0.031164 | val_loss: 0.0311694 | Time: 2449.88 ms [2021-01-11 11:37:36 main:574] : INFO : Epoch 939 | loss: 0.0311635 | val_loss: 0.031169 | Time: 2388.51 ms [2021-01-11 11:37:38 main:574] : INFO : Epoch 940 | loss: 0.0311644 | val_loss: 0.031169 | Time: 2392.69 ms [2021-01-11 11:37:41 main:574] : INFO : Epoch 941 | loss: 0.0311647 | val_loss: 0.0311722 | Time: 2390.49 ms [2021-01-11 11:37:43 main:574] : INFO : Epoch 942 | loss: 0.0311654 | val_loss: 0.0311747 | Time: 2645.67 ms [2021-01-11 11:37:46 main:574] : INFO : Epoch 943 | loss: 0.0311646 | val_loss: 0.0311683 | Time: 2378.67 ms [2021-01-11 11:37:48 main:574] : INFO : Epoch 944 | loss: 0.0311634 | val_loss: 0.0311695 | Time: 2369.68 ms [2021-01-11 11:37:51 main:574] : INFO : Epoch 945 | loss: 0.0311635 | val_loss: 0.0311682 | Time: 2373.84 ms [2021-01-11 11:37:53 main:574] : INFO : Epoch 946 | loss: 0.0311646 | val_loss: 0.0311683 | Time: 2372.15 ms [2021-01-11 11:37:55 main:574] : INFO : Epoch 947 | loss: 0.031164 | val_loss: 0.0311669 | Time: 2397.32 ms [2021-01-11 11:37:58 main:574] : INFO : Epoch 948 | loss: 0.0311639 | val_loss: 0.0311701 | Time: 2352.76 ms [2021-01-11 11:38:00 main:574] : INFO : Epoch 949 | loss: 0.0311641 | val_loss: 0.0311664 | Time: 2406.84 ms [2021-01-11 11:38:03 main:574] : INFO : Epoch 950 | loss: 0.0311641 | val_loss: 0.031167 | Time: 2381.85 ms [2021-01-11 11:38:06 main:574] : INFO : Epoch 951 | loss: 0.0311648 | val_loss: 0.0311715 | Time: 2396.23 ms [2021-01-11 11:38:08 main:574] : INFO : Epoch 952 | loss: 0.0311652 | val_loss: 0.0311665 | Time: 2389.3 ms [2021-01-11 11:38:11 main:574] : INFO : Epoch 953 | loss: 0.0311634 | val_loss: 0.0311708 | Time: 2538.11 ms [2021-01-11 11:38:13 main:574] : INFO : Epoch 954 | loss: 0.031164 | val_loss: 0.0311705 | Time: 2443.93 ms [2021-01-11 11:38:15 main:574] : INFO : Epoch 955 | loss: 0.0311642 | val_loss: 0.0311686 | Time: 2366.82 ms [2021-01-11 11:38:18 main:574] : INFO : Epoch 956 | loss: 0.031164 | val_loss: 0.0311685 | Time: 2416.03 ms [2021-01-11 11:38:20 main:574] : INFO : Epoch 957 | loss: 0.0311658 | val_loss: 0.0311672 | Time: 2377.9 ms [2021-01-11 11:38:23 main:574] : INFO : Epoch 958 | loss: 0.0311667 | val_loss: 0.0311687 | Time: 2369.19 ms [2021-01-11 11:38:25 main:574] : INFO : Epoch 959 | loss: 0.0311648 | val_loss: 0.0311674 | Time: 2417.68 ms [2021-01-11 11:38:28 main:574] : INFO : Epoch 960 | loss: 0.0311636 | val_loss: 0.0311672 | Time: 2432.81 ms [2021-01-11 11:38:30 main:574] : INFO : Epoch 961 | loss: 0.0311642 | val_loss: 0.0311685 | Time: 2355.62 ms [2021-01-11 11:38:32 main:574] : INFO : Epoch 962 | loss: 0.0311673 | val_loss: 0.0311679 | Time: 2371.58 ms [2021-01-11 11:38:35 main:574] : INFO : Epoch 963 | loss: 0.0311661 | val_loss: 0.0311691 | Time: 2492.38 ms [2021-01-11 11:38:37 main:574] : INFO : Epoch 964 | loss: 0.0311651 | val_loss: 0.0311698 | Time: 2384.95 ms [2021-01-11 11:38:40 main:574] : INFO : Epoch 965 | loss: 0.0311647 | val_loss: 0.0311704 | Time: 2354.28 ms [2021-01-11 11:38:42 main:574] : INFO : Epoch 966 | loss: 0.0311673 | val_loss: 0.0311739 | Time: 2428.5 ms [2021-01-11 11:38:44 main:574] : INFO : Epoch 967 | loss: 0.0311667 | val_loss: 0.0311705 | Time: 2355.01 ms [2021-01-11 11:38:47 main:574] : INFO : Epoch 968 | loss: 0.0311643 | val_loss: 0.0311689 | Time: 2408.23 ms [2021-01-11 11:38:49 main:574] : INFO : Epoch 969 | loss: 0.0311647 | val_loss: 0.0311689 | Time: 2382.53 ms [2021-01-11 11:38:52 main:574] : INFO : Epoch 970 | loss: 0.0311647 | val_loss: 0.0311715 | Time: 2391.28 ms [2021-01-11 11:38:54 main:574] : INFO : Epoch 971 | loss: 0.0311648 | val_loss: 0.0311714 | Time: 2541.47 ms [2021-01-11 11:38:57 main:574] : INFO : Epoch 972 | loss: 0.0311656 | val_loss: 0.0311704 | Time: 2358.18 ms [2021-01-11 11:38:59 main:574] : INFO : Epoch 973 | loss: 0.0311646 | val_loss: 0.0311698 | Time: 2409.67 ms [2021-01-11 11:39:02 main:574] : INFO : Epoch 974 | loss: 0.031164 | val_loss: 0.0311692 | Time: 2458.91 ms [2021-01-11 11:39:04 main:574] : INFO : Epoch 975 | loss: 0.0311641 | val_loss: 0.0311688 | Time: 2344.51 ms [2021-01-11 11:39:06 main:574] : INFO : Epoch 976 | loss: 0.0311642 | val_loss: 0.0311698 | Time: 2358.09 ms [2021-01-11 11:39:09 main:574] : INFO : Epoch 977 | loss: 0.0311639 | val_loss: 0.0311749 | Time: 2369.04 ms [2021-01-11 11:39:11 main:574] : INFO : Epoch 978 | loss: 0.0311653 | val_loss: 0.0311721 | Time: 2449.31 ms [2021-01-11 11:39:14 main:574] : INFO : Epoch 979 | loss: 0.0311644 | val_loss: 0.031169 | Time: 2470.41 ms [2021-01-11 11:39:16 main:574] : INFO : Epoch 980 | loss: 0.0311632 | val_loss: 0.031169 | Time: 2536.75 ms [2021-01-11 11:39:19 main:574] : INFO : Epoch 981 | loss: 0.0311637 | val_loss: 0.0311703 | Time: 2432.37 ms [2021-01-11 11:39:21 main:574] : INFO : Epoch 982 | loss: 0.0311634 | val_loss: 0.0311715 | Time: 2400.77 ms [2021-01-11 11:39:24 main:574] : INFO : Epoch 983 | loss: 0.0311674 | val_loss: 0.0311737 | Time: 2455.58 ms [2021-01-11 11:39:26 main:574] : INFO : Epoch 984 | loss: 0.0311669 | val_loss: 0.0311734 | Time: 2411.97 ms [2021-01-11 11:39:28 main:574] : INFO : Epoch 985 | loss: 0.031164 | val_loss: 0.0311686 | Time: 2424.56 ms [2021-01-11 11:39:31 main:574] : INFO : Epoch 986 | loss: 0.0311632 | val_loss: 0.0311693 | Time: 2442.89 ms [2021-01-11 11:39:33 main:574] : INFO : Epoch 987 | loss: 0.0311641 | val_loss: 0.0311693 | Time: 2424.89 ms [2021-01-11 11:39:36 main:574] : INFO : Epoch 988 | loss: 0.0311635 | val_loss: 0.0311693 | Time: 2476.48 ms [2021-01-11 11:39:38 main:574] : INFO : Epoch 989 | loss: 0.0311643 | val_loss: 0.0311739 | Time: 2432.06 ms [2021-01-11 11:39:41 main:574] : INFO : Epoch 990 | loss: 0.0311647 | val_loss: 0.0311763 | Time: 2395.58 ms [2021-01-11 11:39:43 main:574] : INFO : Epoch 991 | loss: 0.031165 | val_loss: 0.0311696 | Time: 2525.94 ms [2021-01-11 11:39:46 main:574] : INFO : Epoch 992 | loss: 0.0311632 | val_loss: 0.0311692 | Time: 2540.69 ms [2021-01-11 11:39:48 main:574] : INFO : Epoch 993 | loss: 0.0311634 | val_loss: 0.0311738 | Time: 2516.62 ms [2021-01-11 11:39:51 main:574] : INFO : Epoch 994 | loss: 0.0311651 | val_loss: 0.0311723 | Time: 2411.77 ms [2021-01-11 11:39:53 main:574] : INFO : Epoch 995 | loss: 0.0311638 | val_loss: 0.0311717 | Time: 2482.58 ms [2021-01-11 11:39:56 main:574] : INFO : Epoch 996 | loss: 0.0311654 | val_loss: 0.0311704 | Time: 2395.49 ms [2021-01-11 11:39:58 main:574] : INFO : Epoch 997 | loss: 0.0311632 | val_loss: 0.0311705 | Time: 2484.62 ms [2021-01-11 11:40:01 main:574] : INFO : Epoch 998 | loss: 0.031164 | val_loss: 0.0311682 | Time: 2405.64 ms [2021-01-11 11:40:03 main:574] : INFO : Epoch 999 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 2470.16 ms [2021-01-11 11:40:05 main:574] : INFO : Epoch 1000 | loss: 0.0311685 | val_loss: 0.031188 | Time: 2417.32 ms [2021-01-11 11:40:08 main:574] : INFO : Epoch 1001 | loss: 0.0311745 | val_loss: 0.0311745 | Time: 2426.77 ms [2021-01-11 11:40:10 main:574] : INFO : Epoch 1002 | loss: 0.0311658 | val_loss: 0.0311715 | Time: 2551.88 ms [2021-01-11 11:40:13 main:574] : INFO : Epoch 1003 | loss: 0.031164 | val_loss: 0.0311718 | Time: 2443.61 ms [2021-01-11 11:40:15 main:574] : INFO : Epoch 1004 | loss: 0.0311643 | val_loss: 0.0311794 | Time: 2497.34 ms [2021-01-11 11:40:18 main:574] : INFO : Epoch 1005 | loss: 0.031166 | val_loss: 0.0311754 | Time: 2610.91 ms [2021-01-11 11:40:21 main:574] : INFO : Epoch 1006 | loss: 0.0311638 | val_loss: 0.0311698 | Time: 2463.1 ms [2021-01-11 11:40:23 main:574] : INFO : Epoch 1007 | loss: 0.0311649 | val_loss: 0.0311679 | Time: 2424.8 ms [2021-01-11 11:40:26 main:574] : INFO : Epoch 1008 | loss: 0.0311641 | val_loss: 0.0311703 | Time: 2452.83 ms [2021-01-11 11:40:28 main:574] : INFO : Epoch 1009 | loss: 0.0311648 | val_loss: 0.0311691 | Time: 2408.75 ms [2021-01-11 11:40:30 main:574] : INFO : Epoch 1010 | loss: 0.0311629 | val_loss: 0.0311686 | Time: 2470 ms [2021-01-11 11:40:33 main:574] : INFO : Epoch 1011 | loss: 0.031163 | val_loss: 0.0311704 | Time: 2473.71 ms [2021-01-11 11:40:35 main:574] : INFO : Epoch 1012 | loss: 0.0311647 | val_loss: 0.0311695 | Time: 2467.62 ms [2021-01-11 11:40:38 main:574] : INFO : Epoch 1013 | loss: 0.0311655 | val_loss: 0.0311708 | Time: 2481 ms [2021-01-11 11:40:41 main:574] : INFO : Epoch 1014 | loss: 0.0311656 | val_loss: 0.0311721 | Time: 2581.54 ms [2021-01-11 11:40:43 main:574] : INFO : Epoch 1015 | loss: 0.031166 | val_loss: 0.03117 | Time: 2545.58 ms [2021-01-11 11:40:46 main:574] : INFO : Epoch 1016 | loss: 0.0311638 | val_loss: 0.0311693 | Time: 2942.08 ms [2021-01-11 11:40:49 main:574] : INFO : Epoch 1017 | loss: 0.0311637 | val_loss: 0.0311698 | Time: 2491.09 ms [2021-01-11 11:40:51 main:574] : INFO : Epoch 1018 | loss: 0.0311627 | val_loss: 0.0311697 | Time: 2502.41 ms [2021-01-11 11:40:54 main:574] : INFO : Epoch 1019 | loss: 0.0311627 | val_loss: 0.0311694 | Time: 2484.95 ms [2021-01-11 11:40:56 main:574] : INFO : Epoch 1020 | loss: 0.0311626 | val_loss: 0.0311692 | Time: 2377.28 ms [2021-01-11 11:40:58 main:574] : INFO : Epoch 1021 | loss: 0.031163 | val_loss: 0.0311685 | Time: 2388.28 ms [2021-01-11 11:41:01 main:574] : INFO : Epoch 1022 | loss: 0.0311633 | val_loss: 0.0311703 | Time: 2431.38 ms [2021-01-11 11:41:03 main:574] : INFO : Epoch 1023 | loss: 0.0311647 | val_loss: 0.0311739 | Time: 2436.68 ms [2021-01-11 11:41:06 main:574] : INFO : Epoch 1024 | loss: 0.0311648 | val_loss: 0.0311714 | Time: 2444.4 ms [2021-01-11 11:41:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311714 [2021-01-11 11:41:06 main:603] : INFO : Saving end state to config to file [2021-01-11 11:41:06 main:608] : INFO : Success, exiting.. 11:41:06 (40448): 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)