Task 3527946
| Name | ParityMachine-1605455165-24692-8_1 |
| Workunit | 1724645 |
| Created | 4 Jan 2021, 16:33:16 UTC |
| Sent | 4 Jan 2021, 16:42:38 UTC |
| Report deadline | 11 Jan 2021, 16:42:38 UTC |
| Received | 5 Jan 2021, 4:51:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6577 |
| Run time | 45 min 8 sec |
| CPU time | 19 min 43 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 10,956.76 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.39 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 514 | loss: 0.0311816 | val_loss: 0.0311818 | Time: 2812.75 ms [2021-01-05 05:28:07 main:574] : INFO : Epoch 515 | loss: 0.0311863 | val_loss: 0.0311785 | Time: 2613.2 ms [2021-01-05 05:28:10 main:574] : INFO : Epoch 516 | loss: 0.0311826 | val_loss: 0.0311799 | Time: 2522.18 ms [2021-01-05 05:28:12 main:574] : INFO : Epoch 517 | loss: 0.0311782 | val_loss: 0.0311786 | Time: 2572.44 ms [2021-01-05 05:28:15 main:574] : INFO : Epoch 518 | loss: 0.031179 | val_loss: 0.0311776 | Time: 2675.67 ms [2021-01-05 05:28:18 main:574] : INFO : Epoch 519 | loss: 0.0311783 | val_loss: 0.0311774 | Time: 2698.24 ms [2021-01-05 05:28:20 main:574] : INFO : Epoch 520 | loss: 0.0311802 | val_loss: 0.0311831 | Time: 2571.96 ms [2021-01-05 05:28:23 main:574] : INFO : Epoch 521 | loss: 0.0311785 | val_loss: 0.0311774 | Time: 2524.13 ms [2021-01-05 05:28:25 main:574] : INFO : Epoch 522 | loss: 0.0311779 | val_loss: 0.0311816 | Time: 2447.83 ms [2021-01-05 05:28:28 main:574] : INFO : Epoch 523 | loss: 0.0311793 | val_loss: 0.0311785 | Time: 2472.69 ms [2021-01-05 05:28:30 main:574] : INFO : Epoch 524 | loss: 0.0311824 | val_loss: 0.0311878 | Time: 2568.25 ms [2021-01-05 05:28:33 main:574] : INFO : Epoch 525 | loss: 0.0311795 | val_loss: 0.0311804 | Time: 2571.65 ms [2021-01-05 05:28:35 main:574] : INFO : Epoch 526 | loss: 0.0311797 | val_loss: 0.0311804 | Time: 2404.03 ms [2021-01-05 05:28:38 main:574] : INFO : Epoch 527 | loss: 0.0311787 | val_loss: 0.0311774 | Time: 2652.97 ms [2021-01-05 05:28:41 main:574] : INFO : Epoch 528 | loss: 0.0311776 | val_loss: 0.0311777 | Time: 2636.33 ms [2021-01-05 05:28:43 main:574] : INFO : Epoch 529 | loss: 0.0311792 | val_loss: 0.031183 | Time: 2419.92 ms [2021-01-05 05:28:46 main:574] : INFO : Epoch 530 | loss: 0.0311822 | val_loss: 0.0311808 | Time: 2615.06 ms [2021-01-05 05:28:49 main:574] : INFO : Epoch 531 | loss: 0.0311776 | val_loss: 0.0311783 | Time: 3173.1 ms [2021-01-05 05:28:51 main:574] : INFO : Epoch 532 | loss: 0.031179 | val_loss: 0.0311774 | Time: 2475.88 ms [2021-01-05 05:28:54 main:574] : INFO : Epoch 533 | loss: 0.0311767 | val_loss: 0.0311784 | Time: 2573.63 ms [2021-01-05 05:28:56 main:574] : INFO : Epoch 534 | loss: 0.0311772 | val_loss: 0.0311787 | Time: 2518.8 ms [2021-01-05 05:28:59 main:574] : INFO : Epoch 535 | loss: 0.0311768 | val_loss: 0.0311772 | Time: 2512.74 ms [2021-01-05 05:29:01 main:574] : INFO : Epoch 536 | loss: 0.0311766 | val_loss: 0.0311772 | Time: 2464.61 ms [2021-01-05 05:29:04 main:574] : INFO : Epoch 537 | loss: 0.0311774 | val_loss: 0.0311771 | Time: 2618.81 ms [2021-01-05 05:29:07 main:574] : INFO : Epoch 538 | loss: 0.0311767 | val_loss: 0.0311781 | Time: 2515.48 ms [2021-01-05 05:29:09 main:574] : INFO : Epoch 539 | loss: 0.0311783 | val_loss: 0.0311793 | Time: 2671.83 ms [2021-01-05 05:29:12 main:574] : INFO : Epoch 540 | loss: 0.0311781 | val_loss: 0.0311781 | Time: 2517.3 ms [2021-01-05 05:29:15 main:574] : INFO : Epoch 541 | loss: 0.0311777 | val_loss: 0.0311811 | Time: 2665.52 ms [2021-01-05 05:29:17 main:574] : INFO : Epoch 542 | loss: 0.03118 | val_loss: 0.0311778 | Time: 2673.62 ms [2021-01-05 05:29:20 main:574] : INFO : Epoch 543 | loss: 0.0311768 | val_loss: 0.0311779 | Time: 2677.97 ms [2021-01-05 05:29:23 main:574] : INFO : Epoch 544 | loss: 0.0311765 | val_loss: 0.0311776 | Time: 2794.5 ms [2021-01-05 05:29:25 main:574] : INFO : Epoch 545 | loss: 0.0311788 | val_loss: 0.0311887 | Time: 2638.22 ms [2021-01-05 05:29:28 main:574] : INFO : Epoch 546 | loss: 0.0311777 | val_loss: 0.0311771 | Time: 2654.12 ms [2021-01-05 05:29:31 main:574] : INFO : Epoch 547 | loss: 0.0311768 | val_loss: 0.0311774 | Time: 2643.3 ms [2021-01-05 05:29:33 main:574] : INFO : Epoch 548 | loss: 0.0311762 | val_loss: 0.0311773 | Time: 2598.06 ms [2021-01-05 05:29:36 main:574] : INFO : Epoch 549 | loss: 0.0311758 | val_loss: 0.0311767 | Time: 2775.2 ms [2021-01-05 05:29:39 main:574] : INFO : Epoch 550 | loss: 0.031176 | val_loss: 0.031177 | Time: 2861.02 ms [2021-01-05 05:29:42 main:574] : INFO : Epoch 551 | loss: 0.031176 | val_loss: 0.031177 | Time: 2662.07 ms [2021-01-05 05:29:44 main:574] : INFO : Epoch 552 | loss: 0.031176 | val_loss: 0.0311766 | Time: 2692.58 ms [2021-01-05 05:29:47 main:574] : INFO : Epoch 553 | loss: 0.0311753 | val_loss: 0.031179 | Time: 2709.59 ms [2021-01-05 05:29:50 main:574] : INFO : Epoch 554 | loss: 0.0311771 | val_loss: 0.0311765 | Time: 2710.6 ms [2021-01-05 05:29:52 main:574] : INFO : Epoch 555 | loss: 0.0311764 | val_loss: 0.0311763 | Time: 2433.7 ms [2021-01-05 05:29:55 main:574] : INFO : Epoch 556 | loss: 0.0311759 | val_loss: 0.0311787 | Time: 2655.57 ms [2021-01-05 05:29:57 main:574] : INFO : Epoch 557 | loss: 0.0311758 | val_loss: 0.031178 | Time: 2407.31 ms [2021-01-05 05:30:00 main:574] : INFO : Epoch 558 | loss: 0.0311764 | val_loss: 0.0311807 | Time: 2805.46 ms [2021-01-05 05:30:03 main:574] : INFO : Epoch 559 | loss: 0.0311779 | val_loss: 0.0311773 | Time: 2759.67 ms [2021-01-05 05:30:06 main:574] : INFO : Epoch 560 | loss: 0.0311764 | val_loss: 0.0311773 | Time: 2570.57 ms [2021-01-05 05:30:08 main:574] : INFO : Epoch 561 | loss: 0.0311758 | val_loss: 0.031176 | Time: 2632.35 ms [2021-01-05 05:30:11 main:574] : INFO : Epoch 562 | loss: 0.031176 | val_loss: 0.0311765 | Time: 2533.6 ms [2021-01-05 05:30:13 main:574] : INFO : Epoch 563 | loss: 0.0311761 | val_loss: 0.0311762 | Time: 2545.17 ms [2021-01-05 05:30:15 main:574] : INFO : Epoch 564 | loss: 0.0311757 | val_loss: 0.0311811 | Time: 1990.05 ms [2021-01-05 05:30:18 main:574] : INFO : Epoch 565 | loss: 0.0311763 | val_loss: 0.0311757 | Time: 2309.63 ms [2021-01-05 05:30:20 main:574] : INFO : Epoch 566 | loss: 0.0311751 | val_loss: 0.0311765 | Time: 2702.05 ms [2021-01-05 05:30:23 main:574] : INFO : Epoch 567 | loss: 0.0311749 | val_loss: 0.0311765 | Time: 2679.93 ms [2021-01-05 05:30:26 main:574] : INFO : Epoch 568 | loss: 0.0311752 | val_loss: 0.0311779 | Time: 2640.68 ms [2021-01-05 05:30:28 main:574] : INFO : Epoch 569 | loss: 0.031176 | val_loss: 0.0311759 | Time: 2630.2 ms [2021-01-05 05:30:31 main:574] : INFO : Epoch 570 | loss: 0.0311767 | val_loss: 0.0311768 | Time: 2845.75 ms [2021-01-05 05:30:34 main:574] : INFO : Epoch 571 | loss: 0.0311759 | val_loss: 0.0311767 | Time: 2461.95 ms [2021-01-05 05:30:36 main:574] : INFO : Epoch 572 | loss: 0.0311761 | val_loss: 0.0311769 | Time: 2506.24 ms [2021-01-05 05:30:39 main:574] : INFO : Epoch 573 | loss: 0.0311791 | val_loss: 0.0311779 | Time: 2706.06 ms [2021-01-05 05:30:41 main:574] : INFO : Epoch 574 | loss: 0.0311786 | val_loss: 0.0311783 | Time: 2584.48 ms [2021-01-05 05:30:44 main:574] : INFO : Epoch 575 | loss: 0.0311758 | val_loss: 0.0311851 | Time: 2542.39 ms [2021-01-05 05:30:47 main:574] : INFO : Epoch 576 | loss: 0.0311782 | val_loss: 0.0311783 | Time: 2472.94 ms [2021-01-05 05:30:49 main:574] : INFO : Epoch 577 | loss: 0.0311747 | val_loss: 0.0311768 | Time: 2714.23 ms [2021-01-05 05:30:52 main:574] : INFO : Epoch 578 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 2745.79 ms [2021-01-05 05:30:55 main:574] : INFO : Epoch 579 | loss: 0.0311757 | val_loss: 0.031178 | Time: 2656.34 ms [2021-01-05 05:30:57 main:574] : INFO : Epoch 580 | loss: 0.031175 | val_loss: 0.0311783 | Time: 2634.75 ms [2021-01-05 05:31:00 main:574] : INFO : Epoch 581 | loss: 0.0311746 | val_loss: 0.0311783 | Time: 2571.42 ms [2021-01-05 05:31:03 main:574] : INFO : Epoch 582 | loss: 0.0311745 | val_loss: 0.0311775 | Time: 2650.45 ms [2021-01-05 05:31:05 main:574] : INFO : Epoch 583 | loss: 0.0311743 | val_loss: 0.0311777 | Time: 2447.96 ms [2021-01-05 05:31:08 main:574] : INFO : Epoch 584 | loss: 0.0311748 | val_loss: 0.0311812 | Time: 2508.08 ms [2021-01-05 05:31:10 main:574] : INFO : Epoch 585 | loss: 0.0311748 | val_loss: 0.0311791 | Time: 2495.14 ms [2021-01-05 05:31:13 main:574] : INFO : Epoch 586 | loss: 0.0311757 | val_loss: 0.0311787 | Time: 2715.31 ms [2021-01-05 05:31:15 main:574] : INFO : Epoch 587 | loss: 0.031175 | val_loss: 0.031178 | Time: 2504.51 ms [2021-01-05 05:31:18 main:574] : INFO : Epoch 588 | loss: 0.0311752 | val_loss: 0.0311776 | Time: 2441.49 ms [2021-01-05 05:31:20 main:574] : INFO : Epoch 589 | loss: 0.0311754 | val_loss: 0.0311834 | Time: 2528.71 ms [2021-01-05 05:31:23 main:574] : INFO : Epoch 590 | loss: 0.0311755 | val_loss: 0.0311817 | Time: 2652.05 ms [2021-01-05 05:31:26 main:574] : INFO : Epoch 591 | loss: 0.031174 | val_loss: 0.0311797 | Time: 2582.46 ms [2021-01-05 05:31:28 main:574] : INFO : Epoch 592 | loss: 0.0311747 | val_loss: 0.0311784 | Time: 2653.59 ms [2021-01-05 05:31:31 main:574] : INFO : Epoch 593 | loss: 0.0311765 | val_loss: 0.0311785 | Time: 2649.14 ms [2021-01-05 05:31:34 main:574] : INFO : Epoch 594 | loss: 0.0311759 | val_loss: 0.0311771 | Time: 2635.16 ms [2021-01-05 05:31:36 main:574] : INFO : Epoch 595 | loss: 0.0311759 | val_loss: 0.0311788 | Time: 2540.28 ms [2021-01-05 05:31:39 main:574] : INFO : Epoch 596 | loss: 0.0311744 | val_loss: 0.0311788 | Time: 2569.28 ms [2021-01-05 05:31:41 main:574] : INFO : Epoch 597 | loss: 0.0311735 | val_loss: 0.0311772 | Time: 2488.82 ms [2021-01-05 05:31:44 main:574] : INFO : Epoch 598 | loss: 0.0311738 | val_loss: 0.0311787 | Time: 2499.13 ms [2021-01-05 05:31:46 main:574] : INFO : Epoch 599 | loss: 0.0311745 | val_loss: 0.0311788 | Time: 2601.45 ms [2021-01-05 05:31:49 main:574] : INFO : Epoch 600 | loss: 0.0311749 | val_loss: 0.0311773 | Time: 2529.19 ms [2021-01-05 05:31:52 main:574] : INFO : Epoch 601 | loss: 0.0311756 | val_loss: 0.0311823 | Time: 2602.2 ms [2021-01-05 05:31:54 main:574] : INFO : Epoch 602 | loss: 0.0311747 | val_loss: 0.031177 | Time: 2524.88 ms [2021-01-05 05:31:57 main:574] : INFO : Epoch 603 | loss: 0.0311737 | val_loss: 0.0311773 | Time: 2658.43 ms [2021-01-05 05:31:59 main:574] : INFO : Epoch 604 | loss: 0.0311765 | val_loss: 0.0311821 | Time: 2526.06 ms [2021-01-05 05:32:02 main:574] : INFO : Epoch 605 | loss: 0.0311758 | val_loss: 0.0311776 | Time: 2570.15 ms [2021-01-05 05:32:04 main:574] : INFO : Epoch 606 | loss: 0.0311773 | val_loss: 0.031184 | Time: 2208.2 ms [2021-01-05 05:32:07 main:574] : INFO : Epoch 607 | loss: 0.0311747 | val_loss: 0.0311772 | Time: 2553.79 ms [2021-01-05 05:32:09 main:574] : INFO : Epoch 608 | loss: 0.031173 | val_loss: 0.0311772 | Time: 2502.33 ms [2021-01-05 05:32:12 main:574] : INFO : Epoch 609 | loss: 0.0311754 | val_loss: 0.0311813 | Time: 2580.18 ms [2021-01-05 05:32:14 main:574] : INFO : Epoch 610 | loss: 0.0311766 | val_loss: 0.0311775 | Time: 2396.9 ms [2021-01-05 05:32:17 main:574] : INFO : Epoch 611 | loss: 0.0311735 | val_loss: 0.0311763 | Time: 2581.95 ms [2021-01-05 05:32:19 main:574] : INFO : Epoch 612 | loss: 0.0311733 | val_loss: 0.0311769 | Time: 2459.85 ms [2021-01-05 05:32:22 main:574] : INFO : Epoch 613 | loss: 0.0311734 | val_loss: 0.031178 | Time: 2647.62 ms [2021-01-05 05:32:24 main:574] : INFO : Epoch 614 | loss: 0.0311736 | val_loss: 0.0311775 | Time: 2515.14 ms [2021-01-05 05:32:27 main:574] : INFO : Epoch 615 | loss: 0.0311733 | val_loss: 0.0311773 | Time: 2733.48 ms [2021-01-05 05:32:30 main:574] : INFO : Epoch 616 | loss: 0.0311729 | val_loss: 0.0311773 | Time: 2569.57 ms [2021-01-05 05:32:33 main:574] : INFO : Epoch 617 | loss: 0.031173 | val_loss: 0.0311773 | Time: 2594.92 ms [2021-01-05 05:32:35 main:574] : INFO : Epoch 618 | loss: 0.0311727 | val_loss: 0.031177 | Time: 2507 ms [2021-01-05 05:32:38 main:574] : INFO : Epoch 619 | loss: 0.0311727 | val_loss: 0.0311771 | Time: 2582.78 ms [2021-01-05 05:32:40 main:574] : INFO : Epoch 620 | loss: 0.0311732 | val_loss: 0.0311764 | Time: 2705.13 ms [2021-01-05 05:32:43 main:574] : INFO : Epoch 621 | loss: 0.0311723 | val_loss: 0.0311777 | Time: 2414.55 ms [2021-01-05 05:32:45 main:574] : INFO : Epoch 622 | loss: 0.0311731 | val_loss: 0.0311793 | Time: 2637 ms [2021-01-05 05:32:48 main:574] : INFO : Epoch 623 | loss: 0.0311738 | val_loss: 0.0311853 | Time: 2371.59 ms [2021-01-05 05:32:51 main:574] : INFO : Epoch 624 | loss: 0.0311745 | val_loss: 0.0311774 | Time: 2451.31 ms [2021-01-05 05:32:53 main:574] : INFO : Epoch 625 | loss: 0.0311745 | val_loss: 0.0311766 | Time: 2670.06 ms [2021-01-05 05:32:56 main:574] : INFO : Epoch 626 | loss: 0.0311717 | val_loss: 0.0311785 | Time: 2757.24 ms [2021-01-05 05:32:59 main:574] : INFO : Epoch 627 | loss: 0.0311718 | val_loss: 0.0311777 | Time: 2556.12 ms [2021-01-05 05:33:01 main:574] : INFO : Epoch 628 | loss: 0.0311724 | val_loss: 0.0311767 | Time: 2605.44 ms [2021-01-05 05:33:04 main:574] : INFO : Epoch 629 | loss: 0.0311725 | val_loss: 0.0311784 | Time: 2705.35 ms [2021-01-05 05:33:07 main:574] : INFO : Epoch 630 | loss: 0.0311722 | val_loss: 0.0311781 | Time: 2702.39 ms [2021-01-05 05:33:09 main:574] : INFO : Epoch 631 | loss: 0.0311726 | val_loss: 0.0311791 | Time: 2646.32 ms [2021-01-05 05:33:12 main:574] : INFO : Epoch 632 | loss: 0.0311735 | val_loss: 0.0311764 | Time: 2578.55 ms [2021-01-05 05:33:15 main:574] : INFO : Epoch 633 | loss: 0.0311726 | val_loss: 0.0311751 | Time: 2725.64 ms [2021-01-05 05:33:17 main:574] : INFO : Epoch 634 | loss: 0.0311717 | val_loss: 0.0311756 | Time: 2658.81 ms [2021-01-05 05:33:20 main:574] : INFO : Epoch 635 | loss: 0.0311742 | val_loss: 0.0311859 | Time: 2566.34 ms [2021-01-05 05:33:23 main:574] : INFO : Epoch 636 | loss: 0.0311761 | val_loss: 0.0311787 | Time: 2624.04 ms [2021-01-05 05:33:25 main:574] : INFO : Epoch 637 | loss: 0.0311729 | val_loss: 0.031177 | Time: 2703.35 ms [2021-01-05 05:33:28 main:574] : INFO : Epoch 638 | loss: 0.0311717 | val_loss: 0.0311755 | Time: 2618.2 ms [2021-01-05 05:33:30 main:574] : INFO : Epoch 639 | loss: 0.0311707 | val_loss: 0.0311782 | Time: 2485.42 ms [2021-01-05 05:33:33 main:574] : INFO : Epoch 640 | loss: 0.0311725 | val_loss: 0.0311769 | Time: 2987.47 ms [2021-01-05 05:33:36 main:574] : INFO : Epoch 641 | loss: 0.0311714 | val_loss: 0.0311751 | Time: 2530.3 ms [2021-01-05 05:33:39 main:574] : INFO : Epoch 642 | loss: 0.031172 | val_loss: 0.0311763 | Time: 2617.16 ms [2021-01-05 05:33:42 main:574] : INFO : Epoch 643 | loss: 0.0311717 | val_loss: 0.0311754 | Time: 2677.84 ms [2021-01-05 05:33:44 main:574] : INFO : Epoch 644 | loss: 0.0311706 | val_loss: 0.0311761 | Time: 2493.4 ms [2021-01-05 05:33:47 main:574] : INFO : Epoch 645 | loss: 0.0311719 | val_loss: 0.0311758 | Time: 2641.51 ms [2021-01-05 05:33:49 main:574] : INFO : Epoch 646 | loss: 0.0311713 | val_loss: 0.0311794 | Time: 2811.75 ms [2021-01-05 05:33:52 main:574] : INFO : Epoch 647 | loss: 0.0311723 | val_loss: 0.0311765 | Time: 2619.71 ms [2021-01-05 05:33:55 main:574] : INFO : Epoch 648 | loss: 0.0311736 | val_loss: 0.0311754 | Time: 2655.96 ms [2021-01-05 05:33:57 main:574] : INFO : Epoch 649 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 2699.65 ms [2021-01-05 05:34:00 main:574] : INFO : Epoch 650 | loss: 0.0311707 | val_loss: 0.0311761 | Time: 2447.11 ms [2021-01-05 05:34:03 main:574] : INFO : Epoch 651 | loss: 0.0311704 | val_loss: 0.0311753 | Time: 2636.08 ms [2021-01-05 05:34:05 main:574] : INFO : Epoch 652 | loss: 0.0311741 | val_loss: 0.0311773 | Time: 2571.77 ms [2021-01-05 05:34:08 main:574] : INFO : Epoch 653 | loss: 0.0311715 | val_loss: 0.0311777 | Time: 2624.55 ms [2021-01-05 05:34:10 main:574] : INFO : Epoch 654 | loss: 0.0311715 | val_loss: 0.0311751 | Time: 2574.61 ms [2021-01-05 05:34:13 main:574] : INFO : Epoch 655 | loss: 0.0311705 | val_loss: 0.031176 | Time: 2727.09 ms [2021-01-05 05:34:16 main:574] : INFO : Epoch 656 | loss: 0.0311711 | val_loss: 0.0311775 | Time: 2395.1 ms [2021-01-05 05:34:18 main:574] : INFO : Epoch 657 | loss: 0.0311717 | val_loss: 0.0311793 | Time: 2669.28 ms [2021-01-05 05:34:21 main:574] : INFO : Epoch 658 | loss: 0.0311722 | val_loss: 0.0311756 | Time: 2428.8 ms [2021-01-05 05:34:23 main:574] : INFO : Epoch 659 | loss: 0.0311703 | val_loss: 0.0311765 | Time: 2479.64 ms [2021-01-05 05:34:26 main:574] : INFO : Epoch 660 | loss: 0.03117 | val_loss: 0.0311768 | Time: 2632.82 ms [2021-01-05 05:34:28 main:574] : INFO : Epoch 661 | loss: 0.0311736 | val_loss: 0.0311813 | Time: 2502.53 ms [2021-01-05 05:34:31 main:574] : INFO : Epoch 662 | loss: 0.0311723 | val_loss: 0.0311764 | Time: 2602.1 ms [2021-01-05 05:34:35 main:574] : INFO : Epoch 663 | loss: 0.0311706 | val_loss: 0.0311747 | Time: 3547.32 ms [2021-01-05 05:34:37 main:574] : INFO : Epoch 664 | loss: 0.0311694 | val_loss: 0.0311739 | Time: 2466.2 ms [2021-01-05 05:34:39 main:574] : INFO : Epoch 665 | loss: 0.0311703 | val_loss: 0.0311745 | Time: 2347.25 ms [2021-01-05 05:34:42 main:574] : INFO : Epoch 666 | loss: 0.0311698 | val_loss: 0.0311755 | Time: 2608.57 ms [2021-01-05 05:34:45 main:574] : INFO : Epoch 667 | loss: 0.0311693 | val_loss: 0.031175 | Time: 2481.35 ms [2021-01-05 05:34:47 main:574] : INFO : Epoch 668 | loss: 0.0311711 | val_loss: 0.0311811 | Time: 2584.81 ms [2021-01-05 05:34:50 main:574] : INFO : Epoch 669 | loss: 0.0311731 | val_loss: 0.031179 | Time: 2675.22 ms [2021-01-05 05:34:52 main:574] : INFO : Epoch 670 | loss: 0.0311702 | val_loss: 0.0311764 | Time: 2407.32 ms [2021-01-05 05:34:55 main:574] : INFO : Epoch 671 | loss: 0.0311765 | val_loss: 0.0311798 | Time: 2766.54 ms [2021-01-05 05:34:58 main:574] : INFO : Epoch 672 | loss: 0.0311728 | val_loss: 0.0311815 | Time: 2512.92 ms [2021-01-05 05:35:00 main:574] : INFO : Epoch 673 | loss: 0.0311735 | val_loss: 0.0311775 | Time: 2708.5 ms [2021-01-05 05:35:03 main:574] : INFO : Epoch 674 | loss: 0.0311718 | val_loss: 0.0311751 | Time: 2537.47 ms [2021-01-05 05:35:05 main:574] : INFO : Epoch 675 | loss: 0.0311716 | val_loss: 0.0311751 | Time: 2539.02 ms [2021-01-05 05:35:08 main:574] : INFO : Epoch 676 | loss: 0.0311689 | val_loss: 0.0311742 | Time: 2504.36 ms [2021-01-05 05:35:11 main:574] : INFO : Epoch 677 | loss: 0.0311717 | val_loss: 0.0311765 | Time: 2571.92 ms [2021-01-05 05:35:13 main:574] : INFO : Epoch 678 | loss: 0.0311706 | val_loss: 0.0311808 | Time: 2493.95 ms [2021-01-05 05:35:16 main:574] : INFO : Epoch 679 | loss: 0.0311728 | val_loss: 0.0311781 | Time: 2711.86 ms [2021-01-05 05:35:18 main:574] : INFO : Epoch 680 | loss: 0.0311737 | val_loss: 0.0311753 | Time: 2507.95 ms [2021-01-05 05:35:21 main:574] : INFO : Epoch 681 | loss: 0.0311713 | val_loss: 0.0311765 | Time: 2543.67 ms [2021-01-05 05:35:23 main:574] : INFO : Epoch 682 | loss: 0.0311727 | val_loss: 0.0311763 | Time: 2601.33 ms [2021-01-05 05:35:26 main:574] : INFO : Epoch 683 | loss: 0.0311701 | val_loss: 0.031179 | Time: 2634.6 ms [2021-01-05 05:35:29 main:574] : INFO : Epoch 684 | loss: 0.031172 | val_loss: 0.0311755 | Time: 2461.48 ms [2021-01-05 05:35:31 main:574] : INFO : Epoch 685 | loss: 0.0311712 | val_loss: 0.0311765 | Time: 2817.29 ms [2021-01-05 05:35:34 main:574] : INFO : Epoch 686 | loss: 0.03117 | val_loss: 0.0311755 | Time: 2663.82 ms [2021-01-05 05:35:37 main:574] : INFO : Epoch 687 | loss: 0.03117 | val_loss: 0.0311764 | Time: 2570.8 ms [2021-01-05 05:35:39 main:574] : INFO : Epoch 688 | loss: 0.0311698 | val_loss: 0.0311766 | Time: 2774.61 ms [2021-01-05 05:35:42 main:574] : INFO : Epoch 689 | loss: 0.0311712 | val_loss: 0.0311761 | Time: 2652.49 ms [2021-01-05 05:35:45 main:574] : INFO : Epoch 690 | loss: 0.0311701 | val_loss: 0.0311773 | Time: 2635.42 ms [2021-01-05 05:35:47 main:574] : INFO : Epoch 691 | loss: 0.0311709 | val_loss: 0.0311758 | Time: 2566.76 ms [2021-01-05 05:35:50 main:574] : INFO : Epoch 692 | loss: 0.0311701 | val_loss: 0.0311824 | Time: 2612.34 ms [2021-01-05 05:35:53 main:574] : INFO : Epoch 693 | loss: 0.0311722 | val_loss: 0.0311777 | Time: 2556.17 ms [2021-01-05 05:35:55 main:574] : INFO : Epoch 694 | loss: 0.031172 | val_loss: 0.0311765 | Time: 1942.25 ms [2021-01-05 05:35:57 main:574] : INFO : Epoch 695 | loss: 0.0311715 | val_loss: 0.0311754 | Time: 2755.1 ms [2021-01-05 05:36:00 main:574] : INFO : Epoch 696 | loss: 0.031172 | val_loss: 0.0311782 | Time: 2692.16 ms [2021-01-05 05:36:03 main:574] : INFO : Epoch 697 | loss: 0.031172 | val_loss: 0.0311763 | Time: 2569.5 ms [2021-01-05 05:36:05 main:574] : INFO : Epoch 698 | loss: 0.0311733 | val_loss: 0.0311766 | Time: 2598.44 ms [2021-01-05 05:36:08 main:574] : INFO : Epoch 699 | loss: 0.0311716 | val_loss: 0.0311759 | Time: 2572.63 ms [2021-01-05 05:36:10 main:574] : INFO : Epoch 700 | loss: 0.0311723 | val_loss: 0.0311747 | Time: 2582.63 ms [2021-01-05 05:36:13 main:574] : INFO : Epoch 701 | loss: 0.031171 | val_loss: 0.0311761 | Time: 2672.85 ms [2021-01-05 05:36:16 main:574] : INFO : Epoch 702 | loss: 0.0311712 | val_loss: 0.0311786 | Time: 2811.67 ms [2021-01-05 05:36:18 main:574] : INFO : Epoch 703 | loss: 0.0311717 | val_loss: 0.031177 | Time: 2509.65 ms [2021-01-05 05:36:21 main:574] : INFO : Epoch 704 | loss: 0.0311723 | val_loss: 0.0311758 | Time: 2674.6 ms [2021-01-05 05:36:24 main:574] : INFO : Epoch 705 | loss: 0.0311719 | val_loss: 0.0311744 | Time: 2459.35 ms [2021-01-05 05:36:26 main:574] : INFO : Epoch 706 | loss: 0.031173 | val_loss: 0.031183 | Time: 2614.3 ms [2021-01-05 05:36:29 main:574] : INFO : Epoch 707 | loss: 0.0311732 | val_loss: 0.0311739 | Time: 2317.07 ms [2021-01-05 05:36:31 main:574] : INFO : Epoch 708 | loss: 0.0311712 | val_loss: 0.0311765 | Time: 2775.32 ms [2021-01-05 05:36:34 main:574] : INFO : Epoch 709 | loss: 0.0311708 | val_loss: 0.0311747 | Time: 2569.17 ms [2021-01-05 05:36:36 main:574] : INFO : Epoch 710 | loss: 0.0311737 | val_loss: 0.0311768 | Time: 2569.03 ms [2021-01-05 05:36:39 main:574] : INFO : Epoch 711 | loss: 0.0311722 | val_loss: 0.031177 | Time: 2794.18 ms [2021-01-05 05:36:42 main:574] : INFO : Epoch 712 | loss: 0.0311716 | val_loss: 0.0311757 | Time: 2746.75 ms [2021-01-05 05:36:45 main:574] : INFO : Epoch 713 | loss: 0.0311704 | val_loss: 0.0311742 | Time: 2649.08 ms [2021-01-05 05:36:47 main:574] : INFO : Epoch 714 | loss: 0.0311725 | val_loss: 0.0311863 | Time: 2451.87 ms [2021-01-05 05:36:50 main:574] : INFO : Epoch 715 | loss: 0.0311717 | val_loss: 0.0311746 | Time: 2629.6 ms [2021-01-05 05:36:53 main:574] : INFO : Epoch 716 | loss: 0.0311707 | val_loss: 0.0311754 | Time: 2643.49 ms [2021-01-05 05:36:55 main:574] : INFO : Epoch 717 | loss: 0.031172 | val_loss: 0.0311753 | Time: 2384.12 ms [2021-01-05 05:36:58 main:574] : INFO : Epoch 718 | loss: 0.0311736 | val_loss: 0.0311764 | Time: 2557.13 ms [2021-01-05 05:37:00 main:574] : INFO : Epoch 719 | loss: 0.0311714 | val_loss: 0.0311742 | Time: 2550.66 ms [2021-01-05 05:37:03 main:574] : INFO : Epoch 720 | loss: 0.0311719 | val_loss: 0.0311804 | Time: 2792.58 ms [2021-01-05 05:37:06 main:574] : INFO : Epoch 721 | loss: 0.0311786 | val_loss: 0.0311807 | Time: 2826.96 ms [2021-01-05 05:37:09 main:574] : INFO : Epoch 722 | loss: 0.0311729 | val_loss: 0.0311779 | Time: 2711.08 ms [2021-01-05 05:37:11 main:574] : INFO : Epoch 723 | loss: 0.0311718 | val_loss: 0.0311777 | Time: 2684.36 ms [2021-01-05 05:37:14 main:574] : INFO : Epoch 724 | loss: 0.0311719 | val_loss: 0.0311746 | Time: 2467.2 ms [2021-01-05 05:37:17 main:574] : INFO : Epoch 725 | loss: 0.0311701 | val_loss: 0.0311741 | Time: 2759.02 ms [2021-01-05 05:37:19 main:574] : INFO : Epoch 726 | loss: 0.0311734 | val_loss: 0.0311761 | Time: 2659.2 ms [2021-01-05 05:37:22 main:574] : INFO : Epoch 727 | loss: 0.0311719 | val_loss: 0.03118 | Time: 2602.38 ms [2021-01-05 05:37:25 main:574] : INFO : Epoch 728 | loss: 0.0311731 | val_loss: 0.0311743 | Time: 2765.31 ms [2021-01-05 05:37:27 main:574] : INFO : Epoch 729 | loss: 0.0311694 | val_loss: 0.0311738 | Time: 2545.19 ms [2021-01-05 05:37:30 main:574] : INFO : Epoch 730 | loss: 0.0311714 | val_loss: 0.0311786 | Time: 2702.18 ms [2021-01-05 05:37:33 main:574] : INFO : Epoch 731 | loss: 0.0311759 | val_loss: 0.0311793 | Time: 2539.34 ms [2021-01-05 05:37:35 main:574] : INFO : Epoch 732 | loss: 0.0311745 | val_loss: 0.0311784 | Time: 2456.3 ms [2021-01-05 05:37:37 main:574] : INFO : Epoch 733 | loss: 0.0311725 | val_loss: 0.031174 | Time: 2434.55 ms [2021-01-05 05:37:40 main:574] : INFO : Epoch 734 | loss: 0.0311708 | val_loss: 0.0311746 | Time: 2784.07 ms [2021-01-05 05:37:43 main:574] : INFO : Epoch 735 | loss: 0.0311722 | val_loss: 0.0311842 | Time: 2409.94 ms [2021-01-05 05:37:46 main:574] : INFO : Epoch 736 | loss: 0.0311749 | val_loss: 0.031178 | Time: 3107.9 ms [2021-01-05 05:37:48 main:574] : INFO : Epoch 737 | loss: 0.0311717 | val_loss: 0.0311753 | Time: 2438.97 ms [2021-01-05 05:37:51 main:574] : INFO : Epoch 738 | loss: 0.0311702 | val_loss: 0.0311752 | Time: 2788.11 ms [2021-01-05 05:37:54 main:574] : INFO : Epoch 739 | loss: 0.0311699 | val_loss: 0.0311743 | Time: 2684.06 ms [2021-01-05 05:37:56 main:574] : INFO : Epoch 740 | loss: 0.0311699 | val_loss: 0.0311758 | Time: 2671.5 ms [2021-01-05 05:37:59 main:574] : INFO : Epoch 741 | loss: 0.0311707 | val_loss: 0.031178 | Time: 2634.37 ms [2021-01-05 05:38:02 main:574] : INFO : Epoch 742 | loss: 0.0311725 | val_loss: 0.0311774 | Time: 2704.48 ms [2021-01-05 05:38:04 main:574] : INFO : Epoch 743 | loss: 0.0311713 | val_loss: 0.0311752 | Time: 2600.6 ms [2021-01-05 05:38:07 main:574] : INFO : Epoch 744 | loss: 0.0311707 | val_loss: 0.0311759 | Time: 2420.54 ms [2021-01-05 05:38:10 main:574] : INFO : Epoch 745 | loss: 0.0311729 | val_loss: 0.0311761 | Time: 2663.28 ms [2021-01-05 05:38:12 main:574] : INFO : Epoch 746 | loss: 0.0311704 | val_loss: 0.0311745 | Time: 2570.12 ms [2021-01-05 05:38:15 main:574] : INFO : Epoch 747 | loss: 0.0311708 | val_loss: 0.031179 | Time: 2721.46 ms [2021-01-05 05:38:18 main:574] : INFO : Epoch 748 | loss: 0.0311714 | val_loss: 0.0311748 | Time: 2705.68 ms [2021-01-05 05:38:20 main:574] : INFO : Epoch 749 | loss: 0.0311693 | val_loss: 0.0311776 | Time: 2646.13 ms [2021-01-05 05:38:23 main:574] : INFO : Epoch 750 | loss: 0.0311699 | val_loss: 0.0311745 | Time: 2781.41 ms [2021-01-05 05:38:26 main:574] : INFO : Epoch 751 | loss: 0.03117 | val_loss: 0.0311768 | Time: 2520.03 ms [2021-01-05 05:38:28 main:574] : INFO : Epoch 752 | loss: 0.0311709 | val_loss: 0.0311758 | Time: 2601.13 ms [2021-01-05 05:38:31 main:574] : INFO : Epoch 753 | loss: 0.0311695 | val_loss: 0.0311751 | Time: 2564.32 ms [2021-01-05 05:38:33 main:574] : INFO : Epoch 754 | loss: 0.0311686 | val_loss: 0.0311761 | Time: 2500.56 ms [2021-01-05 05:38:36 main:574] : INFO : Epoch 755 | loss: 0.031172 | val_loss: 0.031182 | Time: 2412.59 ms [2021-01-05 05:38:39 main:574] : INFO : Epoch 756 | loss: 0.0311706 | val_loss: 0.031174 | Time: 2750.51 ms [2021-01-05 05:38:41 main:574] : INFO : Epoch 757 | loss: 0.0311692 | val_loss: 0.0311777 | Time: 2594.4 ms [2021-01-05 05:38:44 main:574] : INFO : Epoch 758 | loss: 0.0311719 | val_loss: 0.031176 | Time: 2769.11 ms [2021-01-05 05:38:47 main:574] : INFO : Epoch 759 | loss: 0.0311712 | val_loss: 0.0311898 | Time: 2619.29 ms [2021-01-05 05:38:49 main:574] : INFO : Epoch 760 | loss: 0.0311728 | val_loss: 0.0311743 | Time: 2418.76 ms [2021-01-05 05:38:52 main:574] : INFO : Epoch 761 | loss: 0.0311699 | val_loss: 0.0311758 | Time: 2475.84 ms [2021-01-05 05:38:54 main:574] : INFO : Epoch 762 | loss: 0.0311727 | val_loss: 0.0311761 | Time: 2538.86 ms [2021-01-05 05:38:57 main:574] : INFO : Epoch 763 | loss: 0.0311744 | val_loss: 0.0311766 | Time: 2505.33 ms [2021-01-05 05:38:59 main:574] : INFO : Epoch 764 | loss: 0.0311746 | val_loss: 0.03118 | Time: 2508.88 ms [2021-01-05 05:39:02 main:574] : INFO : Epoch 765 | loss: 0.031174 | val_loss: 0.031176 | Time: 2665.42 ms [2021-01-05 05:39:04 main:574] : INFO : Epoch 766 | loss: 0.0311735 | val_loss: 0.0311768 | Time: 2558.89 ms [2021-01-05 05:39:07 main:574] : INFO : Epoch 767 | loss: 0.0311748 | val_loss: 0.0311784 | Time: 2603.58 ms [2021-01-05 05:39:10 main:574] : INFO : Epoch 768 | loss: 0.0311732 | val_loss: 0.0311746 | Time: 2595.63 ms [2021-01-05 05:39:12 main:574] : INFO : Epoch 769 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 2570.28 ms [2021-01-05 05:39:15 main:574] : INFO : Epoch 770 | loss: 0.0311726 | val_loss: 0.0311738 | Time: 2678.85 ms [2021-01-05 05:39:17 main:574] : INFO : Epoch 771 | loss: 0.0311724 | val_loss: 0.0311737 | Time: 2472.84 ms [2021-01-05 05:39:20 main:574] : INFO : Epoch 772 | loss: 0.0311719 | val_loss: 0.0311743 | Time: 2699.23 ms [2021-01-05 05:39:23 main:574] : INFO : Epoch 773 | loss: 0.0311713 | val_loss: 0.0311756 | Time: 2728.61 ms [2021-01-05 05:39:26 main:574] : INFO : Epoch 774 | loss: 0.0311712 | val_loss: 0.0311736 | Time: 2740.51 ms [2021-01-05 05:39:28 main:574] : INFO : Epoch 775 | loss: 0.0311711 | val_loss: 0.0311751 | Time: 2650.27 ms [2021-01-05 05:39:31 main:574] : INFO : Epoch 776 | loss: 0.0311704 | val_loss: 0.0311744 | Time: 2600.69 ms [2021-01-05 05:39:33 main:574] : INFO : Epoch 777 | loss: 0.0311744 | val_loss: 0.0311792 | Time: 2257.1 ms [2021-01-05 05:39:36 main:574] : INFO : Epoch 778 | loss: 0.031174 | val_loss: 0.0311787 | Time: 2625.63 ms [2021-01-05 05:39:38 main:574] : INFO : Epoch 779 | loss: 0.0311737 | val_loss: 0.0311748 | Time: 2499.78 ms [2021-01-05 05:39:41 main:574] : INFO : Epoch 780 | loss: 0.0311741 | val_loss: 0.0311746 | Time: 2496.17 ms [2021-01-05 05:39:44 main:574] : INFO : Epoch 781 | loss: 0.0311708 | val_loss: 0.0311734 | Time: 2663.15 ms [2021-01-05 05:39:46 main:574] : INFO : Epoch 782 | loss: 0.0311721 | val_loss: 0.031175 | Time: 2476.19 ms [2021-01-05 05:39:49 main:574] : INFO : Epoch 783 | loss: 0.0311708 | val_loss: 0.0311733 | Time: 2531.37 ms [2021-01-05 05:39:51 main:574] : INFO : Epoch 784 | loss: 0.0311707 | val_loss: 0.031173 | Time: 2560.28 ms [2021-01-05 05:39:54 main:574] : INFO : Epoch 785 | loss: 0.0311698 | val_loss: 0.0311733 | Time: 2578.44 ms [2021-01-05 05:39:56 main:574] : INFO : Epoch 786 | loss: 0.031173 | val_loss: 0.0311743 | Time: 2490.45 ms [2021-01-05 05:39:59 main:574] : INFO : Epoch 787 | loss: 0.0311719 | val_loss: 0.0311735 | Time: 2557.57 ms [2021-01-05 05:40:01 main:574] : INFO : Epoch 788 | loss: 0.0311708 | val_loss: 0.0311737 | Time: 2487.68 ms [2021-01-05 05:40:04 main:574] : INFO : Epoch 789 | loss: 0.0311707 | val_loss: 0.0311768 | Time: 2603.53 ms [2021-01-05 05:40:07 main:574] : INFO : Epoch 790 | loss: 0.0311738 | val_loss: 0.0311733 | Time: 2528.73 ms [2021-01-05 05:40:09 main:574] : INFO : Epoch 791 | loss: 0.0311712 | val_loss: 0.031174 | Time: 2573.27 ms [2021-01-05 05:40:12 main:574] : INFO : Epoch 792 | loss: 0.0311699 | val_loss: 0.031174 | Time: 2464.11 ms [2021-01-05 05:40:14 main:574] : INFO : Epoch 793 | loss: 0.0311736 | val_loss: 0.0311756 | Time: 2565.03 ms [2021-01-05 05:40:17 main:574] : INFO : Epoch 794 | loss: 0.0311752 | val_loss: 0.0311775 | Time: 2499.89 ms [2021-01-05 05:40:19 main:574] : INFO : Epoch 795 | loss: 0.0311748 | val_loss: 0.03118 | Time: 2403.8 ms [2021-01-05 05:40:22 main:574] : INFO : Epoch 796 | loss: 0.0311763 | val_loss: 0.0311775 | Time: 2569.58 ms [2021-01-05 05:40:24 main:574] : INFO : Epoch 797 | loss: 0.0311744 | val_loss: 0.0311745 | Time: 2533.29 ms [2021-01-05 05:40:27 main:574] : INFO : Epoch 798 | loss: 0.0311719 | val_loss: 0.0311753 | Time: 2663.11 ms [2021-01-05 05:40:30 main:574] : INFO : Epoch 799 | loss: 0.0311724 | val_loss: 0.0311819 | Time: 2423.54 ms [2021-01-05 05:40:32 main:574] : INFO : Epoch 800 | loss: 0.0311731 | val_loss: 0.0311742 | Time: 2547.47 ms [2021-01-05 05:40:35 main:574] : INFO : Epoch 801 | loss: 0.0311714 | val_loss: 0.0311748 | Time: 2775.9 ms [2021-01-05 05:40:37 main:574] : INFO : Epoch 802 | loss: 0.0311707 | val_loss: 0.0311799 | Time: 2575.27 ms [2021-01-05 05:40:40 main:574] : INFO : Epoch 803 | loss: 0.0311729 | val_loss: 0.0311753 | Time: 2605.32 ms [2021-01-05 05:40:43 main:574] : INFO : Epoch 804 | loss: 0.0311715 | val_loss: 0.0311799 | Time: 2615.89 ms [2021-01-05 05:40:45 main:574] : INFO : Epoch 805 | loss: 0.0311719 | val_loss: 0.0311745 | Time: 2729.08 ms [2021-01-05 05:40:48 main:574] : INFO : Epoch 806 | loss: 0.0311714 | val_loss: 0.0311751 | Time: 2698.21 ms [2021-01-05 05:40:51 main:574] : INFO : Epoch 807 | loss: 0.0311715 | val_loss: 0.0311772 | Time: 2493.78 ms [2021-01-05 05:40:53 main:574] : INFO : Epoch 808 | loss: 0.0311733 | val_loss: 0.0311737 | Time: 2691.64 ms [2021-01-05 05:40:56 main:574] : INFO : Epoch 809 | loss: 0.0311714 | val_loss: 0.0311739 | Time: 2542.23 ms [2021-01-05 05:40:59 main:574] : INFO : Epoch 810 | loss: 0.0311709 | val_loss: 0.0311739 | Time: 2655.02 ms [2021-01-05 05:41:01 main:574] : INFO : Epoch 811 | loss: 0.0311714 | val_loss: 0.0311739 | Time: 2621.11 ms [2021-01-05 05:41:04 main:574] : INFO : Epoch 812 | loss: 0.0311728 | val_loss: 0.031178 | Time: 2569.9 ms [2021-01-05 05:41:06 main:574] : INFO : Epoch 813 | loss: 0.0311748 | val_loss: 0.0311784 | Time: 2636.29 ms [2021-01-05 05:41:09 main:574] : INFO : Epoch 814 | loss: 0.0311761 | val_loss: 0.0311772 | Time: 2543.93 ms [2021-01-05 05:41:12 main:574] : INFO : Epoch 815 | loss: 0.031174 | val_loss: 0.0311798 | Time: 2630.37 ms [2021-01-05 05:41:14 main:574] : INFO : Epoch 816 | loss: 0.0311739 | val_loss: 0.0311751 | Time: 2451.29 ms [2021-01-05 05:41:17 main:574] : INFO : Epoch 817 | loss: 0.0311737 | val_loss: 0.0311741 | Time: 2708.57 ms [2021-01-05 05:41:19 main:574] : INFO : Epoch 818 | loss: 0.0311751 | val_loss: 0.0311814 | Time: 2568.18 ms [2021-01-05 05:41:22 main:574] : INFO : Epoch 819 | loss: 0.0311762 | val_loss: 0.0311762 | Time: 2646.96 ms [2021-01-05 05:41:25 main:574] : INFO : Epoch 820 | loss: 0.0311742 | val_loss: 0.0311764 | Time: 2712.2 ms [2021-01-05 05:41:27 main:574] : INFO : Epoch 821 | loss: 0.0311736 | val_loss: 0.0311754 | Time: 2471.88 ms [2021-01-05 05:41:30 main:574] : INFO : Epoch 822 | loss: 0.0311743 | val_loss: 0.0311745 | Time: 2796.83 ms [2021-01-05 05:41:33 main:574] : INFO : Epoch 823 | loss: 0.0311731 | val_loss: 0.0311753 | Time: 2452.08 ms [2021-01-05 05:41:35 main:574] : INFO : Epoch 824 | loss: 0.0311737 | val_loss: 0.0311746 | Time: 2595.68 ms [2021-01-05 05:41:38 main:574] : INFO : Epoch 825 | loss: 0.0311736 | val_loss: 0.0311744 | Time: 2649.42 ms [2021-01-05 05:41:40 main:574] : INFO : Epoch 826 | loss: 0.0311715 | val_loss: 0.031174 | Time: 2491.45 ms [2021-01-05 05:41:43 main:574] : INFO : Epoch 827 | loss: 0.0311738 | val_loss: 0.0311799 | Time: 2778.22 ms [2021-01-05 05:41:46 main:574] : INFO : Epoch 828 | loss: 0.0311725 | val_loss: 0.0311786 | Time: 2568.96 ms [2021-01-05 05:41:48 main:574] : INFO : Epoch 829 | loss: 0.0311737 | val_loss: 0.0311776 | Time: 2649.6 ms [2021-01-05 05:41:51 main:574] : INFO : Epoch 830 | loss: 0.0311752 | val_loss: 0.0311794 | Time: 2538.73 ms [2021-01-05 05:41:53 main:574] : INFO : Epoch 831 | loss: 0.0311741 | val_loss: 0.0311798 | Time: 2427.02 ms [2021-01-05 05:41:56 main:574] : INFO : Epoch 832 | loss: 0.0311731 | val_loss: 0.0311776 | Time: 2666.02 ms [2021-01-05 05:41:59 main:574] : INFO : Epoch 833 | loss: 0.0311718 | val_loss: 0.0311745 | Time: 2579.94 ms [2021-01-05 05:42:01 main:574] : INFO : Epoch 834 | loss: 0.0311707 | val_loss: 0.0311751 | Time: 2633.27 ms [2021-01-05 05:42:04 main:574] : INFO : Epoch 835 | loss: 0.0311712 | val_loss: 0.031175 | Time: 2833.01 ms [2021-01-05 05:42:07 main:574] : INFO : Epoch 836 | loss: 0.0311712 | val_loss: 0.0311745 | Time: 2493.5 ms [2021-01-05 05:42:09 main:574] : INFO : Epoch 837 | loss: 0.0311705 | val_loss: 0.0311747 | Time: 2514.57 ms [2021-01-05 05:42:12 main:574] : INFO : Epoch 838 | loss: 0.0311703 | val_loss: 0.0311743 | Time: 2565.47 ms [2021-01-05 05:42:14 main:574] : INFO : Epoch 839 | loss: 0.0311704 | val_loss: 0.0311748 | Time: 2595.49 ms [2021-01-05 05:42:17 main:574] : INFO : Epoch 840 | loss: 0.0311714 | val_loss: 0.0311786 | Time: 2347.15 ms [2021-01-05 05:42:19 main:574] : INFO : Epoch 841 | loss: 0.0311724 | val_loss: 0.0311755 | Time: 2563.39 ms [2021-01-05 05:42:22 main:574] : INFO : Epoch 842 | loss: 0.0311733 | val_loss: 0.0311747 | Time: 2655.72 ms [2021-01-05 05:42:24 main:574] : INFO : Epoch 843 | loss: 0.0311741 | val_loss: 0.0311772 | Time: 2421.1 ms [2021-01-05 05:42:27 main:574] : INFO : Epoch 844 | loss: 0.0311739 | val_loss: 0.0311777 | Time: 2568.76 ms [2021-01-05 05:42:30 main:574] : INFO : Epoch 845 | loss: 0.0311761 | val_loss: 0.0311795 | Time: 2587.38 ms [2021-01-05 05:42:32 main:574] : INFO : Epoch 846 | loss: 0.0311745 | val_loss: 0.0311771 | Time: 2533.98 ms [2021-01-05 05:42:35 main:574] : INFO : Epoch 847 | loss: 0.0311746 | val_loss: 0.0311755 | Time: 2447.3 ms [2021-01-05 05:42:37 main:574] : INFO : Epoch 848 | loss: 0.0311729 | val_loss: 0.0311736 | Time: 2665.82 ms [2021-01-05 05:42:40 main:574] : INFO : Epoch 849 | loss: 0.0311727 | val_loss: 0.0311731 | Time: 2676.49 ms [2021-01-05 05:42:43 main:574] : INFO : Epoch 850 | loss: 0.0311723 | val_loss: 0.0311737 | Time: 2482.35 ms [2021-01-05 05:42:45 main:574] : INFO : Epoch 851 | loss: 0.0311728 | val_loss: 0.0311734 | Time: 2184.56 ms [2021-01-05 05:42:47 main:574] : INFO : Epoch 852 | loss: 0.0311725 | val_loss: 0.031173 | Time: 2135.21 ms [2021-01-05 05:42:49 main:574] : INFO : Epoch 853 | loss: 0.0311772 | val_loss: 0.0311901 | Time: 2394.99 ms [2021-01-05 05:42:52 main:574] : INFO : Epoch 854 | loss: 0.0311745 | val_loss: 0.0311754 | Time: 2515.35 ms [2021-01-05 05:42:55 main:574] : INFO : Epoch 855 | loss: 0.0311713 | val_loss: 0.0311731 | Time: 2605.95 ms [2021-01-05 05:42:57 main:574] : INFO : Epoch 856 | loss: 0.0311726 | val_loss: 0.0311731 | Time: 2526.43 ms [2021-01-05 05:43:00 main:574] : INFO : Epoch 857 | loss: 0.0311726 | val_loss: 0.0311764 | Time: 2475.62 ms [2021-01-05 05:43:02 main:574] : INFO : Epoch 858 | loss: 0.0311715 | val_loss: 0.0311743 | Time: 2592.04 ms [2021-01-05 05:43:05 main:574] : INFO : Epoch 859 | loss: 0.0311712 | val_loss: 0.0311724 | Time: 2328.52 ms [2021-01-05 05:43:07 main:574] : INFO : Epoch 860 | loss: 0.0311715 | val_loss: 0.0311725 | Time: 2491.1 ms [2021-01-05 05:43:10 main:574] : INFO : Epoch 861 | loss: 0.0311715 | val_loss: 0.0311738 | Time: 2671.52 ms [2021-01-05 05:43:12 main:574] : INFO : Epoch 862 | loss: 0.0311733 | val_loss: 0.031176 | Time: 2670.75 ms [2021-01-05 05:43:15 main:574] : INFO : Epoch 863 | loss: 0.0311723 | val_loss: 0.031173 | Time: 2566.37 ms [2021-01-05 05:43:18 main:574] : INFO : Epoch 864 | loss: 0.0311727 | val_loss: 0.0311731 | Time: 2579.8 ms [2021-01-05 05:43:20 main:574] : INFO : Epoch 865 | loss: 0.031174 | val_loss: 0.0311731 | Time: 2341.81 ms [2021-01-05 05:43:22 main:574] : INFO : Epoch 866 | loss: 0.0311713 | val_loss: 0.0311738 | Time: 2452.49 ms [2021-01-05 05:43:25 main:574] : INFO : Epoch 867 | loss: 0.0311704 | val_loss: 0.0311742 | Time: 2576.56 ms [2021-01-05 05:43:28 main:574] : INFO : Epoch 868 | loss: 0.0311715 | val_loss: 0.0311739 | Time: 2752.68 ms [2021-01-05 05:43:30 main:574] : INFO : Epoch 869 | loss: 0.0311705 | val_loss: 0.0311724 | Time: 2510.4 ms [2021-01-05 05:43:33 main:574] : INFO : Epoch 870 | loss: 0.0311698 | val_loss: 0.0311728 | Time: 2680.62 ms [2021-01-05 05:43:36 main:574] : INFO : Epoch 871 | loss: 0.0311694 | val_loss: 0.0311728 | Time: 2647.8 ms [2021-01-05 05:43:38 main:574] : INFO : Epoch 872 | loss: 0.0311703 | val_loss: 0.0311741 | Time: 2527.72 ms [2021-01-05 05:43:41 main:574] : INFO : Epoch 873 | loss: 0.0311721 | val_loss: 0.0311766 | Time: 2602.63 ms [2021-01-05 05:43:44 main:574] : INFO : Epoch 874 | loss: 0.0311705 | val_loss: 0.0311805 | Time: 2638.09 ms [2021-01-05 05:43:46 main:574] : INFO : Epoch 875 | loss: 0.0311701 | val_loss: 0.0311734 | Time: 2661.58 ms [2021-01-05 05:43:49 main:574] : INFO : Epoch 876 | loss: 0.0311704 | val_loss: 0.0311746 | Time: 2568.64 ms [2021-01-05 05:43:51 main:574] : INFO : Epoch 877 | loss: 0.0311697 | val_loss: 0.0311732 | Time: 2589.51 ms [2021-01-05 05:43:54 main:574] : INFO : Epoch 878 | loss: 0.0311701 | val_loss: 0.0311733 | Time: 2711.78 ms [2021-01-05 05:43:57 main:574] : INFO : Epoch 879 | loss: 0.0311699 | val_loss: 0.0311798 | Time: 2711.91 ms [2021-01-05 05:43:59 main:574] : INFO : Epoch 880 | loss: 0.0311712 | val_loss: 0.0311763 | Time: 2358.39 ms [2021-01-05 05:44:02 main:574] : INFO : Epoch 881 | loss: 0.0311704 | val_loss: 0.0311789 | Time: 2572.35 ms [2021-01-05 05:44:04 main:574] : INFO : Epoch 882 | loss: 0.0311705 | val_loss: 0.0311731 | Time: 2700.25 ms [2021-01-05 05:44:07 main:574] : INFO : Epoch 883 | loss: 0.0311709 | val_loss: 0.0311757 | Time: 2590.67 ms [2021-01-05 05:44:10 main:574] : INFO : Epoch 884 | loss: 0.031171 | val_loss: 0.0311763 | Time: 2566.46 ms [2021-01-05 05:44:12 main:574] : INFO : Epoch 885 | loss: 0.0311704 | val_loss: 0.0311774 | Time: 2432.14 ms [2021-01-05 05:44:15 main:574] : INFO : Epoch 886 | loss: 0.0311703 | val_loss: 0.0311728 | Time: 2665.23 ms [2021-01-05 05:44:17 main:574] : INFO : Epoch 887 | loss: 0.031169 | val_loss: 0.0311732 | Time: 2610.6 ms [2021-01-05 05:44:20 main:574] : INFO : Epoch 888 | loss: 0.0311707 | val_loss: 0.0311742 | Time: 2591.45 ms [2021-01-05 05:44:23 main:574] : INFO : Epoch 889 | loss: 0.0311705 | val_loss: 0.0311767 | Time: 2654.12 ms [2021-01-05 05:44:25 main:574] : INFO : Epoch 890 | loss: 0.0311707 | val_loss: 0.0311732 | Time: 2716.92 ms [2021-01-05 05:44:28 main:574] : INFO : Epoch 891 | loss: 0.0311704 | val_loss: 0.0311764 | Time: 2589.88 ms [2021-01-05 05:44:31 main:574] : INFO : Epoch 892 | loss: 0.031171 | val_loss: 0.0311732 | Time: 2581.59 ms [2021-01-05 05:44:33 main:574] : INFO : Epoch 893 | loss: 0.0311704 | val_loss: 0.031174 | Time: 2651.37 ms [2021-01-05 05:44:36 main:574] : INFO : Epoch 894 | loss: 0.0311708 | val_loss: 0.0311751 | Time: 2578.93 ms [2021-01-05 05:44:38 main:574] : INFO : Epoch 895 | loss: 0.03117 | val_loss: 0.0311734 | Time: 2656.33 ms [2021-01-05 05:44:41 main:574] : INFO : Epoch 896 | loss: 0.0311701 | val_loss: 0.0311727 | Time: 2525.68 ms [2021-01-05 05:44:44 main:574] : INFO : Epoch 897 | loss: 0.0311697 | val_loss: 0.0311787 | Time: 2497.29 ms [2021-01-05 05:44:46 main:574] : INFO : Epoch 898 | loss: 0.0311707 | val_loss: 0.0311732 | Time: 2650.04 ms [2021-01-05 05:44:49 main:574] : INFO : Epoch 899 | loss: 0.0311698 | val_loss: 0.0311743 | Time: 2556.62 ms [2021-01-05 05:44:51 main:574] : INFO : Epoch 900 | loss: 0.0311707 | val_loss: 0.0311772 | Time: 2562 ms [2021-01-05 05:44:54 main:574] : INFO : Epoch 901 | loss: 0.0311719 | val_loss: 0.0311742 | Time: 2503.62 ms [2021-01-05 05:44:56 main:574] : INFO : Epoch 902 | loss: 0.0311706 | val_loss: 0.0311741 | Time: 2472.44 ms [2021-01-05 05:44:59 main:574] : INFO : Epoch 903 | loss: 0.0311689 | val_loss: 0.0311744 | Time: 2523.78 ms [2021-01-05 05:45:02 main:574] : INFO : Epoch 904 | loss: 0.0311687 | val_loss: 0.0311765 | Time: 2703.36 ms [2021-01-05 05:45:04 main:574] : INFO : Epoch 905 | loss: 0.0311695 | val_loss: 0.0311744 | Time: 2766.02 ms [2021-01-05 05:45:07 main:574] : INFO : Epoch 906 | loss: 0.031169 | val_loss: 0.0311744 | Time: 2391.11 ms [2021-01-05 05:45:09 main:574] : INFO : Epoch 907 | loss: 0.0311713 | val_loss: 0.0311802 | Time: 2272.26 ms [2021-01-05 05:45:12 main:574] : INFO : Epoch 908 | loss: 0.0311711 | val_loss: 0.0311804 | Time: 3003.75 ms [2021-01-05 05:45:14 main:574] : INFO : Epoch 909 | loss: 0.0311725 | val_loss: 0.031173 | Time: 2225.89 ms [2021-01-05 05:45:17 main:574] : INFO : Epoch 910 | loss: 0.0311709 | val_loss: 0.0311791 | Time: 2552.52 ms [2021-01-05 05:45:20 main:574] : INFO : Epoch 911 | loss: 0.0311716 | val_loss: 0.0311804 | Time: 2594.19 ms [2021-01-05 05:45:22 main:574] : INFO : Epoch 912 | loss: 0.031174 | val_loss: 0.0311772 | Time: 2544.24 ms [2021-01-05 05:45:25 main:574] : INFO : Epoch 913 | loss: 0.0311713 | val_loss: 0.031175 | Time: 2605.54 ms [2021-01-05 05:45:27 main:574] : INFO : Epoch 914 | loss: 0.0311706 | val_loss: 0.0311779 | Time: 2480.21 ms [2021-01-05 05:45:30 main:574] : INFO : Epoch 915 | loss: 0.0311723 | val_loss: 0.0311739 | Time: 2580.2 ms [2021-01-05 05:45:32 main:574] : INFO : Epoch 916 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 2564.52 ms [2021-01-05 05:45:35 main:574] : INFO : Epoch 917 | loss: 0.0311688 | val_loss: 0.0311736 | Time: 2518.14 ms [2021-01-05 05:45:38 main:574] : INFO : Epoch 918 | loss: 0.0311696 | val_loss: 0.0311744 | Time: 2566.93 ms [2021-01-05 05:45:40 main:574] : INFO : Epoch 919 | loss: 0.0311698 | val_loss: 0.0311784 | Time: 2533.11 ms [2021-01-05 05:45:43 main:574] : INFO : Epoch 920 | loss: 0.0311704 | val_loss: 0.031176 | Time: 2632.05 ms [2021-01-05 05:45:45 main:574] : INFO : Epoch 921 | loss: 0.031169 | val_loss: 0.0311746 | Time: 2390.71 ms [2021-01-05 05:45:48 main:574] : INFO : Epoch 922 | loss: 0.0311698 | val_loss: 0.0311742 | Time: 2601.69 ms [2021-01-05 05:45:51 main:574] : INFO : Epoch 923 | loss: 0.0311708 | val_loss: 0.0311731 | Time: 2593.18 ms [2021-01-05 05:45:53 main:574] : INFO : Epoch 924 | loss: 0.0311686 | val_loss: 0.0311758 | Time: 2507.39 ms [2021-01-05 05:45:56 main:574] : INFO : Epoch 925 | loss: 0.0311689 | val_loss: 0.0311727 | Time: 2561.08 ms [2021-01-05 05:45:58 main:574] : INFO : Epoch 926 | loss: 0.0311702 | val_loss: 0.0311823 | Time: 2457.8 ms [2021-01-05 05:46:01 main:574] : INFO : Epoch 927 | loss: 0.0311732 | val_loss: 0.0311751 | Time: 2703.48 ms [2021-01-05 05:46:04 main:574] : INFO : Epoch 928 | loss: 0.0311725 | val_loss: 0.0311767 | Time: 2595.86 ms [2021-01-05 05:46:06 main:574] : INFO : Epoch 929 | loss: 0.0311719 | val_loss: 0.0311729 | Time: 2701.05 ms [2021-01-05 05:46:09 main:574] : INFO : Epoch 930 | loss: 0.0311684 | val_loss: 0.0311724 | Time: 2691.94 ms [2021-01-05 05:46:12 main:574] : INFO : Epoch 931 | loss: 0.0311688 | val_loss: 0.0311729 | Time: 2578.21 ms [2021-01-05 05:46:14 main:574] : INFO : Epoch 932 | loss: 0.0311678 | val_loss: 0.0311728 | Time: 2583.11 ms [2021-01-05 05:46:17 main:574] : INFO : Epoch 933 | loss: 0.0311685 | val_loss: 0.0311731 | Time: 2521.67 ms [2021-01-05 05:46:19 main:574] : INFO : Epoch 934 | loss: 0.0311682 | val_loss: 0.0311731 | Time: 2564.62 ms [2021-01-05 05:46:22 main:574] : INFO : Epoch 935 | loss: 0.0311691 | val_loss: 0.0311734 | Time: 2489.67 ms [2021-01-05 05:46:24 main:574] : INFO : Epoch 936 | loss: 0.0311689 | val_loss: 0.0311726 | Time: 2384.69 ms [2021-01-05 05:46:27 main:574] : INFO : Epoch 937 | loss: 0.0311706 | val_loss: 0.031173 | Time: 2700.06 ms [2021-01-05 05:46:30 main:574] : INFO : Epoch 938 | loss: 0.0311687 | val_loss: 0.0311722 | Time: 2421.96 ms [2021-01-05 05:46:32 main:574] : INFO : Epoch 939 | loss: 0.0311677 | val_loss: 0.0311725 | Time: 2667.65 ms [2021-01-05 05:46:35 main:574] : INFO : Epoch 940 | loss: 0.0311688 | val_loss: 0.0311742 | Time: 2457.98 ms [2021-01-05 05:46:37 main:574] : INFO : Epoch 941 | loss: 0.0311703 | val_loss: 0.0311756 | Time: 2651.45 ms [2021-01-05 05:46:40 main:574] : INFO : Epoch 942 | loss: 0.0311696 | val_loss: 0.0311722 | Time: 2511.12 ms [2021-01-05 05:46:42 main:574] : INFO : Epoch 943 | loss: 0.0311684 | val_loss: 0.0311726 | Time: 2651.1 ms [2021-01-05 05:46:45 main:574] : INFO : Epoch 944 | loss: 0.0311675 | val_loss: 0.0311722 | Time: 2526.23 ms [2021-01-05 05:46:48 main:574] : INFO : Epoch 945 | loss: 0.0311685 | val_loss: 0.0311781 | Time: 2710.11 ms [2021-01-05 05:46:50 main:574] : INFO : Epoch 946 | loss: 0.0311722 | val_loss: 0.0311753 | Time: 2522.7 ms [2021-01-05 05:46:53 main:574] : INFO : Epoch 947 | loss: 0.0311745 | val_loss: 0.0311759 | Time: 2589.8 ms [2021-01-05 05:46:55 main:574] : INFO : Epoch 948 | loss: 0.0311686 | val_loss: 0.0311728 | Time: 2528.18 ms [2021-01-05 05:46:58 main:574] : INFO : Epoch 949 | loss: 0.0311685 | val_loss: 0.0311737 | Time: 2536.25 ms [2021-01-05 05:47:01 main:574] : INFO : Epoch 950 | loss: 0.0311689 | val_loss: 0.0311723 | Time: 2585.51 ms [2021-01-05 05:47:03 main:574] : INFO : Epoch 951 | loss: 0.0311675 | val_loss: 0.0311725 | Time: 2668.06 ms [2021-01-05 05:47:06 main:574] : INFO : Epoch 952 | loss: 0.0311692 | val_loss: 0.0311736 | Time: 2561.43 ms [2021-01-05 05:47:09 main:574] : INFO : Epoch 953 | loss: 0.031168 | val_loss: 0.0311715 | Time: 2577.7 ms [2021-01-05 05:47:11 main:574] : INFO : Epoch 954 | loss: 0.0311686 | val_loss: 0.0311717 | Time: 2636.15 ms [2021-01-05 05:47:14 main:574] : INFO : Epoch 955 | loss: 0.0311686 | val_loss: 0.031176 | Time: 2634.75 ms [2021-01-05 05:47:16 main:574] : INFO : Epoch 956 | loss: 0.0311704 | val_loss: 0.0311713 | Time: 2482.49 ms [2021-01-05 05:47:19 main:574] : INFO : Epoch 957 | loss: 0.0311686 | val_loss: 0.0311709 | Time: 2585.11 ms [2021-01-05 05:47:22 main:574] : INFO : Epoch 958 | loss: 0.0311702 | val_loss: 0.0311716 | Time: 2552.76 ms [2021-01-05 05:47:24 main:574] : INFO : Epoch 959 | loss: 0.0311685 | val_loss: 0.0311737 | Time: 2510.59 ms [2021-01-05 05:47:27 main:574] : INFO : Epoch 960 | loss: 0.0311704 | val_loss: 0.0311727 | Time: 2512.9 ms [2021-01-05 05:47:29 main:574] : INFO : Epoch 961 | loss: 0.0311689 | val_loss: 0.0311731 | Time: 2518.32 ms [2021-01-05 05:47:32 main:574] : INFO : Epoch 962 | loss: 0.0311685 | val_loss: 0.0311731 | Time: 2420.81 ms [2021-01-05 05:47:34 main:574] : INFO : Epoch 963 | loss: 0.0311686 | val_loss: 0.031172 | Time: 2452.02 ms [2021-01-05 05:47:37 main:574] : INFO : Epoch 964 | loss: 0.0311691 | val_loss: 0.0311731 | Time: 2462.77 ms [2021-01-05 05:47:39 main:574] : INFO : Epoch 965 | loss: 0.0311684 | val_loss: 0.0311738 | Time: 2734.07 ms [2021-01-05 05:47:42 main:574] : INFO : Epoch 966 | loss: 0.0311681 | val_loss: 0.0311727 | Time: 2479.94 ms [2021-01-05 05:47:45 main:574] : INFO : Epoch 967 | loss: 0.0311676 | val_loss: 0.0311727 | Time: 2584.69 ms [2021-01-05 05:47:47 main:574] : INFO : Epoch 968 | loss: 0.0311681 | val_loss: 0.0311735 | Time: 2595.51 ms [2021-01-05 05:47:50 main:574] : INFO : Epoch 969 | loss: 0.0311673 | val_loss: 0.031173 | Time: 2553.78 ms [2021-01-05 05:47:52 main:574] : INFO : Epoch 970 | loss: 0.0311683 | val_loss: 0.0311744 | Time: 2549.84 ms [2021-01-05 05:47:55 main:574] : INFO : Epoch 971 | loss: 0.0311692 | val_loss: 0.031181 | Time: 2957.41 ms [2021-01-05 05:47:58 main:574] : INFO : Epoch 972 | loss: 0.0311749 | val_loss: 0.0311761 | Time: 2508.5 ms [2021-01-05 05:48:00 main:574] : INFO : Epoch 973 | loss: 0.0311706 | val_loss: 0.0311735 | Time: 2599.5 ms [2021-01-05 05:48:03 main:574] : INFO : Epoch 974 | loss: 0.0311696 | val_loss: 0.0311715 | Time: 2566.3 ms [2021-01-05 05:48:05 main:574] : INFO : Epoch 975 | loss: 0.0311686 | val_loss: 0.0311729 | Time: 2465.52 ms [2021-01-05 05:48:08 main:574] : INFO : Epoch 976 | loss: 0.0311677 | val_loss: 0.0311733 | Time: 2750.15 ms [2021-01-05 05:48:11 main:574] : INFO : Epoch 977 | loss: 0.0311688 | val_loss: 0.0311786 | Time: 2802.99 ms [2021-01-05 05:48:14 main:574] : INFO : Epoch 978 | loss: 0.0311702 | val_loss: 0.0311728 | Time: 2655.64 ms [2021-01-05 05:48:16 main:574] : INFO : Epoch 979 | loss: 0.0311682 | val_loss: 0.0311712 | Time: 2640.26 ms [2021-01-05 05:48:19 main:574] : INFO : Epoch 980 | loss: 0.0311701 | val_loss: 0.0311743 | Time: 2547.95 ms [2021-01-05 05:48:22 main:574] : INFO : Epoch 981 | loss: 0.0311692 | val_loss: 0.0311714 | Time: 2665.75 ms [2021-01-05 05:48:24 main:574] : INFO : Epoch 982 | loss: 0.0311674 | val_loss: 0.031171 | Time: 2465.11 ms [2021-01-05 05:48:27 main:574] : INFO : Epoch 983 | loss: 0.0311681 | val_loss: 0.0311717 | Time: 2476.79 ms [2021-01-05 05:48:29 main:574] : INFO : Epoch 984 | loss: 0.0311678 | val_loss: 0.0311805 | Time: 2658.03 ms [2021-01-05 05:48:32 main:574] : INFO : Epoch 985 | loss: 0.0311725 | val_loss: 0.031178 | Time: 2594.28 ms [2021-01-05 05:48:35 main:574] : INFO : Epoch 986 | loss: 0.0311685 | val_loss: 0.0311734 | Time: 2548.11 ms [2021-01-05 05:48:37 main:574] : INFO : Epoch 987 | loss: 0.0311677 | val_loss: 0.0311733 | Time: 2629.73 ms [2021-01-05 05:48:40 main:574] : INFO : Epoch 988 | loss: 0.0311679 | val_loss: 0.0311712 | Time: 2605.05 ms [2021-01-05 05:48:42 main:574] : INFO : Epoch 989 | loss: 0.0311681 | val_loss: 0.0311713 | Time: 2613.49 ms [2021-01-05 05:48:45 main:574] : INFO : Epoch 990 | loss: 0.0311671 | val_loss: 0.0311739 | Time: 2591.76 ms [2021-01-05 05:48:48 main:574] : INFO : Epoch 991 | loss: 0.031169 | val_loss: 0.0311716 | Time: 2792.52 ms [2021-01-05 05:48:51 main:574] : INFO : Epoch 992 | loss: 0.0311685 | val_loss: 0.0311772 | Time: 2670.54 ms [2021-01-05 05:48:53 main:574] : INFO : Epoch 993 | loss: 0.0311692 | val_loss: 0.031172 | Time: 2654.55 ms [2021-01-05 05:48:56 main:574] : INFO : Epoch 994 | loss: 0.0311676 | val_loss: 0.0311704 | Time: 2583.71 ms [2021-01-05 05:48:58 main:574] : INFO : Epoch 995 | loss: 0.0311686 | val_loss: 0.0311717 | Time: 2442.63 ms [2021-01-05 05:49:01 main:574] : INFO : Epoch 996 | loss: 0.0311674 | val_loss: 0.0311733 | Time: 2687.33 ms [2021-01-05 05:49:04 main:574] : INFO : Epoch 997 | loss: 0.0311697 | val_loss: 0.0311728 | Time: 2480.04 ms [2021-01-05 05:49:06 main:574] : INFO : Epoch 998 | loss: 0.0311681 | val_loss: 0.0311725 | Time: 2611.14 ms [2021-01-05 05:49:09 main:574] : INFO : Epoch 999 | loss: 0.0311693 | val_loss: 0.0311712 | Time: 2548.95 ms [2021-01-05 05:49:11 main:574] : INFO : Epoch 1000 | loss: 0.0311675 | val_loss: 0.0311709 | Time: 2565.88 ms [2021-01-05 05:49:14 main:574] : INFO : Epoch 1001 | loss: 0.0311685 | val_loss: 0.0311717 | Time: 2616.03 ms [2021-01-05 05:49:17 main:574] : INFO : Epoch 1002 | loss: 0.0311692 | val_loss: 0.0311755 | Time: 2700.67 ms [2021-01-05 05:49:19 main:574] : INFO : Epoch 1003 | loss: 0.0311695 | val_loss: 0.0311742 | Time: 2650.86 ms [2021-01-05 05:49:22 main:574] : INFO : Epoch 1004 | loss: 0.0311691 | val_loss: 0.031172 | Time: 2586.46 ms [2021-01-05 05:49:25 main:574] : INFO : Epoch 1005 | loss: 0.0311685 | val_loss: 0.0311747 | Time: 2626.82 ms [2021-01-05 05:49:27 main:574] : INFO : Epoch 1006 | loss: 0.0311681 | val_loss: 0.0311718 | Time: 2669.07 ms [2021-01-05 05:49:30 main:574] : INFO : Epoch 1007 | loss: 0.0311686 | val_loss: 0.0311735 | Time: 2726.6 ms [2021-01-05 05:49:33 main:574] : INFO : Epoch 1008 | loss: 0.0311674 | val_loss: 0.0311731 | Time: 2384.3 ms [2021-01-05 05:49:35 main:574] : INFO : Epoch 1009 | loss: 0.0311748 | val_loss: 0.0312082 | Time: 2740.98 ms [2021-01-05 05:49:38 main:574] : INFO : Epoch 1010 | loss: 0.0321351 | val_loss: 0.0319517 | Time: 2578.26 ms [2021-01-05 05:49:41 main:574] : INFO : Epoch 1011 | loss: 0.0389932 | val_loss: 0.0333175 | Time: 2683.5 ms [2021-01-05 05:49:43 main:574] : INFO : Epoch 1012 | loss: 0.0326412 | val_loss: 0.0316554 | Time: 2679.46 ms [2021-01-05 05:49:46 main:574] : INFO : Epoch 1013 | loss: 0.0313496 | val_loss: 0.0312444 | Time: 2481.28 ms [2021-01-05 05:49:48 main:574] : INFO : Epoch 1014 | loss: 0.0312256 | val_loss: 0.0311978 | Time: 2622.85 ms [2021-01-05 05:49:51 main:574] : INFO : Epoch 1015 | loss: 0.0311896 | val_loss: 0.0311842 | Time: 2427.11 ms [2021-01-05 05:49:54 main:574] : INFO : Epoch 1016 | loss: 0.0311816 | val_loss: 0.0311819 | Time: 2658.26 ms [2021-01-05 05:49:56 main:574] : INFO : Epoch 1017 | loss: 0.03118 | val_loss: 0.0311807 | Time: 2502.55 ms [2021-01-05 05:49:59 main:574] : INFO : Epoch 1018 | loss: 0.0311792 | val_loss: 0.0311803 | Time: 2654.51 ms [2021-01-05 05:50:01 main:574] : INFO : Epoch 1019 | loss: 0.0311801 | val_loss: 0.0311821 | Time: 2454.91 ms [2021-01-05 05:50:04 main:574] : INFO : Epoch 1020 | loss: 0.031179 | val_loss: 0.0311799 | Time: 2571.44 ms [2021-01-05 05:50:06 main:574] : INFO : Epoch 1021 | loss: 0.0311786 | val_loss: 0.0311799 | Time: 2566.7 ms [2021-01-05 05:50:09 main:574] : INFO : Epoch 1022 | loss: 0.0311789 | val_loss: 0.0311814 | Time: 2730.9 ms [2021-01-05 05:50:12 main:574] : INFO : Epoch 1023 | loss: 0.0311794 | val_loss: 0.0311799 | Time: 2700.15 ms [2021-01-05 05:50:14 main:574] : INFO : Epoch 1024 | loss: 0.0311801 | val_loss: 0.0311817 | Time: 2611.18 ms [2021-01-05 05:50:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311817 [2021-01-05 05:50:15 main:603] : INFO : Saving end state to config to file [2021-01-05 05:50:15 main:608] : INFO : Success, exiting.. 05:50:15 (12312): 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)