Task 3752329
| Name | ParityModified-1605151033-28966-14_0 |
| Workunit | 1928906 |
| Created | 21 Jan 2021, 21:18:15 UTC |
| Sent | 22 Jan 2021, 12:25:15 UTC |
| Report deadline | 29 Jan 2021, 12:25:15 UTC |
| Received | 22 Jan 2021, 17:19:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2876 |
| Run time | 45 min 3 sec |
| CPU time | 40 min 26 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 11,344.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 514 | loss: 0.0311833 | val_loss: 0.0311786 | Time: 2617.38 ms [2021-01-22 08:57:20 main:574] : INFO : Epoch 515 | loss: 0.0311837 | val_loss: 0.0311809 | Time: 2562.63 ms [2021-01-22 08:57:23 main:574] : INFO : Epoch 516 | loss: 0.0311835 | val_loss: 0.0311786 | Time: 2559.18 ms [2021-01-22 08:57:25 main:574] : INFO : Epoch 517 | loss: 0.031183 | val_loss: 0.0311788 | Time: 2541.92 ms [2021-01-22 08:57:28 main:574] : INFO : Epoch 518 | loss: 0.0311828 | val_loss: 0.0311785 | Time: 2670.55 ms [2021-01-22 08:57:30 main:574] : INFO : Epoch 519 | loss: 0.0311826 | val_loss: 0.0311787 | Time: 2590.64 ms [2021-01-22 08:57:33 main:574] : INFO : Epoch 520 | loss: 0.0311824 | val_loss: 0.0311784 | Time: 2546.24 ms [2021-01-22 08:57:36 main:574] : INFO : Epoch 521 | loss: 0.0311824 | val_loss: 0.0311786 | Time: 2573.97 ms [2021-01-22 08:57:38 main:574] : INFO : Epoch 522 | loss: 0.0311823 | val_loss: 0.0311787 | Time: 2583.83 ms [2021-01-22 08:57:41 main:574] : INFO : Epoch 523 | loss: 0.0311826 | val_loss: 0.0311784 | Time: 2531.62 ms [2021-01-22 08:57:43 main:574] : INFO : Epoch 524 | loss: 0.0311822 | val_loss: 0.0311783 | Time: 2594.33 ms [2021-01-22 08:57:46 main:574] : INFO : Epoch 525 | loss: 0.0311822 | val_loss: 0.0311783 | Time: 2664.22 ms [2021-01-22 08:57:49 main:574] : INFO : Epoch 526 | loss: 0.0311824 | val_loss: 0.0311786 | Time: 2579.31 ms [2021-01-22 08:57:51 main:574] : INFO : Epoch 527 | loss: 0.0311823 | val_loss: 0.0311786 | Time: 2530.78 ms [2021-01-22 08:57:54 main:574] : INFO : Epoch 528 | loss: 0.0311821 | val_loss: 0.0311781 | Time: 2540.3 ms [2021-01-22 08:57:57 main:574] : INFO : Epoch 529 | loss: 0.0311822 | val_loss: 0.0311781 | Time: 2540.41 ms [2021-01-22 08:57:59 main:574] : INFO : Epoch 530 | loss: 0.0311823 | val_loss: 0.0311792 | Time: 2572.56 ms [2021-01-22 08:58:02 main:574] : INFO : Epoch 531 | loss: 0.0311827 | val_loss: 0.0311782 | Time: 2597.81 ms [2021-01-22 08:58:04 main:574] : INFO : Epoch 532 | loss: 0.031182 | val_loss: 0.0311781 | Time: 2612.49 ms [2021-01-22 08:58:07 main:574] : INFO : Epoch 533 | loss: 0.0311821 | val_loss: 0.0311793 | Time: 2555.33 ms [2021-01-22 08:58:10 main:574] : INFO : Epoch 534 | loss: 0.0311819 | val_loss: 0.0311781 | Time: 2624.62 ms [2021-01-22 08:58:12 main:574] : INFO : Epoch 535 | loss: 0.0311819 | val_loss: 0.0311779 | Time: 2577.18 ms [2021-01-22 08:58:15 main:574] : INFO : Epoch 536 | loss: 0.0311816 | val_loss: 0.031179 | Time: 2653.28 ms [2021-01-22 08:58:18 main:574] : INFO : Epoch 537 | loss: 0.0311818 | val_loss: 0.0311782 | Time: 2543.63 ms [2021-01-22 08:58:20 main:574] : INFO : Epoch 538 | loss: 0.0311815 | val_loss: 0.0311776 | Time: 2616.28 ms [2021-01-22 08:58:23 main:574] : INFO : Epoch 539 | loss: 0.0311809 | val_loss: 0.0311781 | Time: 2589.28 ms [2021-01-22 08:58:25 main:574] : INFO : Epoch 540 | loss: 0.0311811 | val_loss: 0.0311778 | Time: 2578.74 ms [2021-01-22 08:58:28 main:574] : INFO : Epoch 541 | loss: 0.0311808 | val_loss: 0.0311776 | Time: 2576.99 ms [2021-01-22 08:58:31 main:574] : INFO : Epoch 542 | loss: 0.0311811 | val_loss: 0.0311781 | Time: 2567.72 ms [2021-01-22 08:58:33 main:574] : INFO : Epoch 543 | loss: 0.0311814 | val_loss: 0.0311776 | Time: 2566.16 ms [2021-01-22 08:58:36 main:574] : INFO : Epoch 544 | loss: 0.0311811 | val_loss: 0.0311777 | Time: 2614.39 ms [2021-01-22 08:58:39 main:574] : INFO : Epoch 545 | loss: 0.0311808 | val_loss: 0.0311776 | Time: 2606.9 ms [2021-01-22 08:58:41 main:574] : INFO : Epoch 546 | loss: 0.0311807 | val_loss: 0.0311774 | Time: 2549.1 ms [2021-01-22 08:58:44 main:574] : INFO : Epoch 547 | loss: 0.0311806 | val_loss: 0.031178 | Time: 2568.53 ms [2021-01-22 08:58:46 main:574] : INFO : Epoch 548 | loss: 0.0311813 | val_loss: 0.0311774 | Time: 2574.47 ms [2021-01-22 08:58:49 main:574] : INFO : Epoch 549 | loss: 0.0311809 | val_loss: 0.0311774 | Time: 2580.86 ms [2021-01-22 08:58:52 main:574] : INFO : Epoch 550 | loss: 0.0311808 | val_loss: 0.0311773 | Time: 2590.28 ms [2021-01-22 08:58:54 main:574] : INFO : Epoch 551 | loss: 0.0311806 | val_loss: 0.0311772 | Time: 2533.42 ms [2021-01-22 08:58:57 main:574] : INFO : Epoch 552 | loss: 0.0311805 | val_loss: 0.0311772 | Time: 2577.65 ms [2021-01-22 08:58:59 main:574] : INFO : Epoch 553 | loss: 0.0311806 | val_loss: 0.0311773 | Time: 2533.71 ms [2021-01-22 08:59:02 main:574] : INFO : Epoch 554 | loss: 0.0311809 | val_loss: 0.0311773 | Time: 2580.81 ms [2021-01-22 08:59:05 main:574] : INFO : Epoch 555 | loss: 0.0311804 | val_loss: 0.0311772 | Time: 2560.68 ms [2021-01-22 08:59:07 main:574] : INFO : Epoch 556 | loss: 0.0311808 | val_loss: 0.0311772 | Time: 2607.99 ms [2021-01-22 08:59:10 main:574] : INFO : Epoch 557 | loss: 0.0311802 | val_loss: 0.0311772 | Time: 2545.81 ms [2021-01-22 08:59:13 main:574] : INFO : Epoch 558 | loss: 0.0311805 | val_loss: 0.0311774 | Time: 2584.66 ms [2021-01-22 08:59:15 main:574] : INFO : Epoch 559 | loss: 0.0311802 | val_loss: 0.0311769 | Time: 2630.02 ms [2021-01-22 08:59:18 main:574] : INFO : Epoch 560 | loss: 0.03118 | val_loss: 0.0311771 | Time: 2600.7 ms [2021-01-22 08:59:20 main:574] : INFO : Epoch 561 | loss: 0.03118 | val_loss: 0.0311771 | Time: 2600.96 ms [2021-01-22 08:59:23 main:574] : INFO : Epoch 562 | loss: 0.0311801 | val_loss: 0.031177 | Time: 2644.12 ms [2021-01-22 08:59:26 main:574] : INFO : Epoch 563 | loss: 0.0311801 | val_loss: 0.0311773 | Time: 2661.43 ms [2021-01-22 08:59:28 main:574] : INFO : Epoch 564 | loss: 0.03118 | val_loss: 0.0311772 | Time: 2559.86 ms [2021-01-22 08:59:31 main:574] : INFO : Epoch 565 | loss: 0.03118 | val_loss: 0.031177 | Time: 2551.31 ms [2021-01-22 08:59:34 main:574] : INFO : Epoch 566 | loss: 0.0311798 | val_loss: 0.0311772 | Time: 2549.7 ms [2021-01-22 08:59:36 main:574] : INFO : Epoch 567 | loss: 0.0311799 | val_loss: 0.031177 | Time: 2609.77 ms [2021-01-22 08:59:39 main:574] : INFO : Epoch 568 | loss: 0.0311801 | val_loss: 0.031177 | Time: 2634.23 ms [2021-01-22 08:59:42 main:574] : INFO : Epoch 569 | loss: 0.0311797 | val_loss: 0.031177 | Time: 2595.53 ms [2021-01-22 08:59:44 main:574] : INFO : Epoch 570 | loss: 0.0311799 | val_loss: 0.0311775 | Time: 2581.99 ms [2021-01-22 08:59:47 main:574] : INFO : Epoch 571 | loss: 0.0311799 | val_loss: 0.0311772 | Time: 2596.97 ms [2021-01-22 08:59:49 main:574] : INFO : Epoch 572 | loss: 0.0311803 | val_loss: 0.0311774 | Time: 2594.99 ms [2021-01-22 08:59:52 main:574] : INFO : Epoch 573 | loss: 0.0311804 | val_loss: 0.0311768 | Time: 2544.55 ms [2021-01-22 08:59:55 main:574] : INFO : Epoch 574 | loss: 0.0311801 | val_loss: 0.0311769 | Time: 2579.6 ms [2021-01-22 08:59:57 main:574] : INFO : Epoch 575 | loss: 0.0311799 | val_loss: 0.0311776 | Time: 2574.03 ms [2021-01-22 09:00:00 main:574] : INFO : Epoch 576 | loss: 0.0311802 | val_loss: 0.031177 | Time: 2565.1 ms [2021-01-22 09:00:03 main:574] : INFO : Epoch 577 | loss: 0.0311799 | val_loss: 0.0311769 | Time: 2575.61 ms [2021-01-22 09:00:05 main:574] : INFO : Epoch 578 | loss: 0.0311802 | val_loss: 0.0311769 | Time: 2582.41 ms [2021-01-22 09:00:08 main:574] : INFO : Epoch 579 | loss: 0.0311798 | val_loss: 0.0311766 | Time: 2641.69 ms [2021-01-22 09:00:10 main:574] : INFO : Epoch 580 | loss: 0.0311797 | val_loss: 0.0311769 | Time: 2579.03 ms [2021-01-22 09:00:13 main:574] : INFO : Epoch 581 | loss: 0.0311802 | val_loss: 0.0311767 | Time: 2553.57 ms [2021-01-22 09:00:16 main:574] : INFO : Epoch 582 | loss: 0.0311801 | val_loss: 0.0311769 | Time: 2585.9 ms [2021-01-22 09:00:18 main:574] : INFO : Epoch 583 | loss: 0.0311799 | val_loss: 0.0311767 | Time: 2535.92 ms [2021-01-22 09:00:21 main:574] : INFO : Epoch 584 | loss: 0.0311801 | val_loss: 0.0311772 | Time: 2602.2 ms [2021-01-22 09:00:24 main:574] : INFO : Epoch 585 | loss: 0.0311801 | val_loss: 0.0311773 | Time: 2581.9 ms [2021-01-22 09:00:26 main:574] : INFO : Epoch 586 | loss: 0.03118 | val_loss: 0.0311766 | Time: 2533.72 ms [2021-01-22 09:00:29 main:574] : INFO : Epoch 587 | loss: 0.0311802 | val_loss: 0.0311779 | Time: 2547.2 ms [2021-01-22 09:00:31 main:574] : INFO : Epoch 588 | loss: 0.0311808 | val_loss: 0.0311772 | Time: 2580.86 ms [2021-01-22 09:00:34 main:574] : INFO : Epoch 589 | loss: 0.0311802 | val_loss: 0.0311772 | Time: 2536.4 ms [2021-01-22 09:00:36 main:574] : INFO : Epoch 590 | loss: 0.0311799 | val_loss: 0.0311766 | Time: 2639.91 ms [2021-01-22 09:00:39 main:574] : INFO : Epoch 591 | loss: 0.0311796 | val_loss: 0.0311764 | Time: 2557.78 ms [2021-01-22 09:00:42 main:574] : INFO : Epoch 592 | loss: 0.0311796 | val_loss: 0.0311766 | Time: 2613.23 ms [2021-01-22 09:00:44 main:574] : INFO : Epoch 593 | loss: 0.0311794 | val_loss: 0.0311763 | Time: 2540.55 ms [2021-01-22 09:00:47 main:574] : INFO : Epoch 594 | loss: 0.0311792 | val_loss: 0.0311771 | Time: 2560.29 ms [2021-01-22 09:00:50 main:574] : INFO : Epoch 595 | loss: 0.0311795 | val_loss: 0.0311769 | Time: 2537.14 ms [2021-01-22 09:00:52 main:574] : INFO : Epoch 596 | loss: 0.0311798 | val_loss: 0.0311762 | Time: 2566.31 ms [2021-01-22 09:00:55 main:574] : INFO : Epoch 597 | loss: 0.0311798 | val_loss: 0.0311767 | Time: 2557.39 ms [2021-01-22 09:00:57 main:574] : INFO : Epoch 598 | loss: 0.0311794 | val_loss: 0.0311761 | Time: 2615.87 ms [2021-01-22 09:01:00 main:574] : INFO : Epoch 599 | loss: 0.0311794 | val_loss: 0.0311768 | Time: 2589.72 ms [2021-01-22 09:01:03 main:574] : INFO : Epoch 600 | loss: 0.0311794 | val_loss: 0.0311762 | Time: 2615.19 ms [2021-01-22 09:01:05 main:574] : INFO : Epoch 601 | loss: 0.0311792 | val_loss: 0.0311759 | Time: 2572.22 ms [2021-01-22 09:01:08 main:574] : INFO : Epoch 602 | loss: 0.0311792 | val_loss: 0.0311763 | Time: 2557.43 ms [2021-01-22 09:01:10 main:574] : INFO : Epoch 603 | loss: 0.0311794 | val_loss: 0.0311775 | Time: 2550.45 ms [2021-01-22 09:01:13 main:574] : INFO : Epoch 604 | loss: 0.0311796 | val_loss: 0.0311764 | Time: 2550.44 ms [2021-01-22 09:01:16 main:574] : INFO : Epoch 605 | loss: 0.0311801 | val_loss: 0.0311778 | Time: 2596.66 ms [2021-01-22 09:01:18 main:574] : INFO : Epoch 606 | loss: 0.0311798 | val_loss: 0.0311757 | Time: 2550.57 ms [2021-01-22 09:01:21 main:574] : INFO : Epoch 607 | loss: 0.0311799 | val_loss: 0.0311761 | Time: 2561.24 ms [2021-01-22 09:01:23 main:574] : INFO : Epoch 608 | loss: 0.0311794 | val_loss: 0.0311758 | Time: 2581.8 ms [2021-01-22 09:01:26 main:574] : INFO : Epoch 609 | loss: 0.0311792 | val_loss: 0.0311754 | Time: 2607.65 ms [2021-01-22 09:01:29 main:574] : INFO : Epoch 610 | loss: 0.0311795 | val_loss: 0.0311763 | Time: 2536.19 ms [2021-01-22 09:01:31 main:574] : INFO : Epoch 611 | loss: 0.0311796 | val_loss: 0.0311758 | Time: 2589.03 ms [2021-01-22 09:01:34 main:574] : INFO : Epoch 612 | loss: 0.0311788 | val_loss: 0.0311752 | Time: 2540.62 ms [2021-01-22 09:01:36 main:574] : INFO : Epoch 613 | loss: 0.0311791 | val_loss: 0.0311752 | Time: 2575.6 ms [2021-01-22 09:01:39 main:574] : INFO : Epoch 614 | loss: 0.0311796 | val_loss: 0.0311765 | Time: 2591.92 ms [2021-01-22 09:01:42 main:574] : INFO : Epoch 615 | loss: 0.0311791 | val_loss: 0.0311747 | Time: 2591.25 ms [2021-01-22 09:01:44 main:574] : INFO : Epoch 616 | loss: 0.0311788 | val_loss: 0.0311747 | Time: 2605.43 ms [2021-01-22 09:01:47 main:574] : INFO : Epoch 617 | loss: 0.0311784 | val_loss: 0.0311757 | Time: 2545.79 ms [2021-01-22 09:01:50 main:574] : INFO : Epoch 618 | loss: 0.0311787 | val_loss: 0.0311752 | Time: 2590.95 ms [2021-01-22 09:01:52 main:574] : INFO : Epoch 619 | loss: 0.0311784 | val_loss: 0.0311748 | Time: 2631.35 ms [2021-01-22 09:01:55 main:574] : INFO : Epoch 620 | loss: 0.031178 | val_loss: 0.0311747 | Time: 2597.39 ms [2021-01-22 09:01:58 main:574] : INFO : Epoch 621 | loss: 0.0311784 | val_loss: 0.0311753 | Time: 2578.51 ms [2021-01-22 09:02:00 main:574] : INFO : Epoch 622 | loss: 0.0311786 | val_loss: 0.0311753 | Time: 2596.74 ms [2021-01-22 09:02:03 main:574] : INFO : Epoch 623 | loss: 0.0311788 | val_loss: 0.0311753 | Time: 2587.98 ms [2021-01-22 09:02:05 main:574] : INFO : Epoch 624 | loss: 0.0311786 | val_loss: 0.0311747 | Time: 2593.32 ms [2021-01-22 09:02:08 main:574] : INFO : Epoch 625 | loss: 0.0311784 | val_loss: 0.0311741 | Time: 2597.52 ms [2021-01-22 09:02:11 main:574] : INFO : Epoch 626 | loss: 0.0311782 | val_loss: 0.0311739 | Time: 2597.33 ms [2021-01-22 09:02:13 main:574] : INFO : Epoch 627 | loss: 0.0311785 | val_loss: 0.0311785 | Time: 2551.85 ms [2021-01-22 09:02:16 main:574] : INFO : Epoch 628 | loss: 0.0311812 | val_loss: 0.0311762 | Time: 2572.01 ms [2021-01-22 09:02:19 main:574] : INFO : Epoch 629 | loss: 0.0311792 | val_loss: 0.0311752 | Time: 2601.47 ms [2021-01-22 09:02:21 main:574] : INFO : Epoch 630 | loss: 0.031178 | val_loss: 0.0311745 | Time: 2555.55 ms [2021-01-22 09:02:24 main:574] : INFO : Epoch 631 | loss: 0.0311782 | val_loss: 0.0311741 | Time: 2632.18 ms [2021-01-22 09:02:26 main:574] : INFO : Epoch 632 | loss: 0.0311788 | val_loss: 0.0311755 | Time: 2575.56 ms [2021-01-22 09:02:29 main:574] : INFO : Epoch 633 | loss: 0.0311781 | val_loss: 0.0311734 | Time: 2581.72 ms [2021-01-22 09:02:32 main:574] : INFO : Epoch 634 | loss: 0.0311777 | val_loss: 0.0311727 | Time: 2563.42 ms [2021-01-22 09:02:34 main:574] : INFO : Epoch 635 | loss: 0.0311767 | val_loss: 0.0311713 | Time: 2621.93 ms [2021-01-22 09:02:37 main:574] : INFO : Epoch 636 | loss: 0.0311759 | val_loss: 0.0311708 | Time: 2538.29 ms [2021-01-22 09:02:40 main:574] : INFO : Epoch 637 | loss: 0.0311758 | val_loss: 0.0311711 | Time: 2628.67 ms [2021-01-22 09:02:42 main:574] : INFO : Epoch 638 | loss: 0.0311747 | val_loss: 0.0311715 | Time: 2540.65 ms [2021-01-22 09:02:45 main:574] : INFO : Epoch 639 | loss: 0.0311745 | val_loss: 0.0311702 | Time: 2560.81 ms [2021-01-22 09:02:47 main:574] : INFO : Epoch 640 | loss: 0.0311743 | val_loss: 0.0311689 | Time: 2591.07 ms [2021-01-22 09:02:50 main:574] : INFO : Epoch 641 | loss: 0.0311733 | val_loss: 0.0311688 | Time: 2574.9 ms [2021-01-22 09:02:53 main:574] : INFO : Epoch 642 | loss: 0.0311738 | val_loss: 0.0311703 | Time: 2591.73 ms [2021-01-22 09:02:55 main:574] : INFO : Epoch 643 | loss: 0.0311738 | val_loss: 0.0311692 | Time: 2548.98 ms [2021-01-22 09:02:58 main:574] : INFO : Epoch 644 | loss: 0.0311736 | val_loss: 0.0311713 | Time: 2556.89 ms [2021-01-22 09:03:00 main:574] : INFO : Epoch 645 | loss: 0.031173 | val_loss: 0.0311691 | Time: 2596.85 ms [2021-01-22 09:03:03 main:574] : INFO : Epoch 646 | loss: 0.0311727 | val_loss: 0.0311686 | Time: 2555.18 ms [2021-01-22 09:03:06 main:574] : INFO : Epoch 647 | loss: 0.0311726 | val_loss: 0.031169 | Time: 2618.81 ms [2021-01-22 09:03:08 main:574] : INFO : Epoch 648 | loss: 0.0311728 | val_loss: 0.0311692 | Time: 2562.73 ms [2021-01-22 09:03:11 main:574] : INFO : Epoch 649 | loss: 0.0311734 | val_loss: 0.0311683 | Time: 2561.02 ms [2021-01-22 09:03:13 main:574] : INFO : Epoch 650 | loss: 0.0311729 | val_loss: 0.0311679 | Time: 2539.96 ms [2021-01-22 09:03:16 main:574] : INFO : Epoch 651 | loss: 0.0311743 | val_loss: 0.0311684 | Time: 2608.04 ms [2021-01-22 09:03:19 main:574] : INFO : Epoch 652 | loss: 0.0311741 | val_loss: 0.0311689 | Time: 2566.71 ms [2021-01-22 09:03:21 main:574] : INFO : Epoch 653 | loss: 0.0311738 | val_loss: 0.0311684 | Time: 2601.55 ms [2021-01-22 09:03:24 main:574] : INFO : Epoch 654 | loss: 0.0311742 | val_loss: 0.0311695 | Time: 2597.51 ms [2021-01-22 09:03:26 main:574] : INFO : Epoch 655 | loss: 0.0311739 | val_loss: 0.0311703 | Time: 2566.44 ms [2021-01-22 09:03:29 main:574] : INFO : Epoch 656 | loss: 0.0311745 | val_loss: 0.0311698 | Time: 2653.55 ms [2021-01-22 09:03:32 main:574] : INFO : Epoch 657 | loss: 0.0311732 | val_loss: 0.0311696 | Time: 2562.14 ms [2021-01-22 09:03:34 main:574] : INFO : Epoch 658 | loss: 0.0311722 | val_loss: 0.0311697 | Time: 2593.27 ms [2021-01-22 09:03:37 main:574] : INFO : Epoch 659 | loss: 0.0311721 | val_loss: 0.0311688 | Time: 2578.85 ms [2021-01-22 09:03:40 main:574] : INFO : Epoch 660 | loss: 0.0311732 | val_loss: 0.0311689 | Time: 2606.02 ms [2021-01-22 09:03:42 main:574] : INFO : Epoch 661 | loss: 0.0311736 | val_loss: 0.0311763 | Time: 2600.57 ms [2021-01-22 09:03:45 main:574] : INFO : Epoch 662 | loss: 0.031174 | val_loss: 0.0311706 | Time: 2660.57 ms [2021-01-22 09:03:48 main:574] : INFO : Epoch 663 | loss: 0.0311739 | val_loss: 0.031169 | Time: 2562.67 ms [2021-01-22 09:03:50 main:574] : INFO : Epoch 664 | loss: 0.031172 | val_loss: 0.0311684 | Time: 2571.9 ms [2021-01-22 09:03:53 main:574] : INFO : Epoch 665 | loss: 0.0311715 | val_loss: 0.0311679 | Time: 2584.01 ms [2021-01-22 09:03:55 main:574] : INFO : Epoch 666 | loss: 0.0311707 | val_loss: 0.0311681 | Time: 2561.9 ms [2021-01-22 09:03:58 main:574] : INFO : Epoch 667 | loss: 0.0311716 | val_loss: 0.0311695 | Time: 2558.6 ms [2021-01-22 09:04:01 main:574] : INFO : Epoch 668 | loss: 0.0311711 | val_loss: 0.031168 | Time: 2536.41 ms [2021-01-22 09:04:03 main:574] : INFO : Epoch 669 | loss: 0.0311705 | val_loss: 0.0311679 | Time: 2575.72 ms [2021-01-22 09:04:06 main:574] : INFO : Epoch 670 | loss: 0.0311711 | val_loss: 0.0311694 | Time: 2577.79 ms [2021-01-22 09:04:08 main:574] : INFO : Epoch 671 | loss: 0.0311708 | val_loss: 0.0311675 | Time: 2546.51 ms [2021-01-22 09:04:11 main:574] : INFO : Epoch 672 | loss: 0.0311709 | val_loss: 0.0311688 | Time: 2607.24 ms [2021-01-22 09:04:14 main:574] : INFO : Epoch 673 | loss: 0.0311708 | val_loss: 0.0311683 | Time: 2557.81 ms [2021-01-22 09:04:16 main:574] : INFO : Epoch 674 | loss: 0.0311707 | val_loss: 0.031167 | Time: 2578.71 ms [2021-01-22 09:04:19 main:574] : INFO : Epoch 675 | loss: 0.0311694 | val_loss: 0.031168 | Time: 2557.71 ms [2021-01-22 09:04:21 main:574] : INFO : Epoch 676 | loss: 0.0311695 | val_loss: 0.0311672 | Time: 2582.19 ms [2021-01-22 09:04:24 main:574] : INFO : Epoch 677 | loss: 0.0311688 | val_loss: 0.0311669 | Time: 2548.98 ms [2021-01-22 09:04:27 main:574] : INFO : Epoch 678 | loss: 0.0311689 | val_loss: 0.0311673 | Time: 2613.04 ms [2021-01-22 09:04:29 main:574] : INFO : Epoch 679 | loss: 0.0311693 | val_loss: 0.0311681 | Time: 2612.8 ms [2021-01-22 09:04:32 main:574] : INFO : Epoch 680 | loss: 0.0311696 | val_loss: 0.0311685 | Time: 2600.11 ms [2021-01-22 09:04:35 main:574] : INFO : Epoch 681 | loss: 0.0311691 | val_loss: 0.0311659 | Time: 2572.77 ms [2021-01-22 09:04:37 main:574] : INFO : Epoch 682 | loss: 0.0311689 | val_loss: 0.0311675 | Time: 2561.3 ms [2021-01-22 09:04:40 main:574] : INFO : Epoch 683 | loss: 0.0311711 | val_loss: 0.0311671 | Time: 2688.37 ms [2021-01-22 09:04:43 main:574] : INFO : Epoch 684 | loss: 0.0311695 | val_loss: 0.0311669 | Time: 2628.25 ms [2021-01-22 09:04:45 main:574] : INFO : Epoch 685 | loss: 0.0311687 | val_loss: 0.0311669 | Time: 2565.96 ms [2021-01-22 09:04:48 main:574] : INFO : Epoch 686 | loss: 0.0311701 | val_loss: 0.0311698 | Time: 2563.89 ms [2021-01-22 09:04:50 main:574] : INFO : Epoch 687 | loss: 0.0311703 | val_loss: 0.0311671 | Time: 2572.26 ms [2021-01-22 09:04:53 main:574] : INFO : Epoch 688 | loss: 0.0311691 | val_loss: 0.0311675 | Time: 2601 ms [2021-01-22 09:04:56 main:574] : INFO : Epoch 689 | loss: 0.0311688 | val_loss: 0.0311668 | Time: 2595.51 ms [2021-01-22 09:04:58 main:574] : INFO : Epoch 690 | loss: 0.0311686 | val_loss: 0.0311676 | Time: 2545.62 ms [2021-01-22 09:05:01 main:574] : INFO : Epoch 691 | loss: 0.0311682 | val_loss: 0.0311672 | Time: 2544.27 ms [2021-01-22 09:05:04 main:574] : INFO : Epoch 692 | loss: 0.0311687 | val_loss: 0.0311679 | Time: 2633 ms [2021-01-22 09:05:06 main:574] : INFO : Epoch 693 | loss: 0.0311685 | val_loss: 0.0311682 | Time: 2642.95 ms [2021-01-22 09:05:09 main:574] : INFO : Epoch 694 | loss: 0.031168 | val_loss: 0.0311675 | Time: 2579.38 ms [2021-01-22 09:05:11 main:574] : INFO : Epoch 695 | loss: 0.0311676 | val_loss: 0.0311703 | Time: 2616.6 ms [2021-01-22 09:05:14 main:574] : INFO : Epoch 696 | loss: 0.0311708 | val_loss: 0.0311699 | Time: 2540.89 ms [2021-01-22 09:05:17 main:574] : INFO : Epoch 697 | loss: 0.031168 | val_loss: 0.031168 | Time: 2540.41 ms [2021-01-22 09:05:19 main:574] : INFO : Epoch 698 | loss: 0.0311675 | val_loss: 0.0311686 | Time: 2564.74 ms [2021-01-22 09:05:22 main:574] : INFO : Epoch 699 | loss: 0.0311679 | val_loss: 0.0311683 | Time: 2546.81 ms [2021-01-22 09:05:24 main:574] : INFO : Epoch 700 | loss: 0.031168 | val_loss: 0.0311675 | Time: 2545.88 ms [2021-01-22 09:05:27 main:574] : INFO : Epoch 701 | loss: 0.0311686 | val_loss: 0.0311697 | Time: 2593.49 ms [2021-01-22 09:05:30 main:574] : INFO : Epoch 702 | loss: 0.0311687 | val_loss: 0.0311692 | Time: 2596.45 ms [2021-01-22 09:05:32 main:574] : INFO : Epoch 703 | loss: 0.0311672 | val_loss: 0.0311678 | Time: 2563.93 ms [2021-01-22 09:05:35 main:574] : INFO : Epoch 704 | loss: 0.0311676 | val_loss: 0.0311676 | Time: 2620.17 ms [2021-01-22 09:05:38 main:574] : INFO : Epoch 705 | loss: 0.0311677 | val_loss: 0.0311678 | Time: 2552.79 ms [2021-01-22 09:05:40 main:574] : INFO : Epoch 706 | loss: 0.0311672 | val_loss: 0.031168 | Time: 2572 ms [2021-01-22 09:05:43 main:574] : INFO : Epoch 707 | loss: 0.031168 | val_loss: 0.0311677 | Time: 2608.86 ms [2021-01-22 09:05:45 main:574] : INFO : Epoch 708 | loss: 0.0311681 | val_loss: 0.0311673 | Time: 2595.25 ms [2021-01-22 09:05:48 main:574] : INFO : Epoch 709 | loss: 0.0311676 | val_loss: 0.0311677 | Time: 2607.3 ms [2021-01-22 09:05:51 main:574] : INFO : Epoch 710 | loss: 0.0311682 | val_loss: 0.0311678 | Time: 2579.23 ms [2021-01-22 09:05:53 main:574] : INFO : Epoch 711 | loss: 0.0311703 | val_loss: 0.0311709 | Time: 2563.81 ms [2021-01-22 09:05:56 main:574] : INFO : Epoch 712 | loss: 0.0311716 | val_loss: 0.03117 | Time: 2607.8 ms [2021-01-22 09:05:59 main:574] : INFO : Epoch 713 | loss: 0.0311708 | val_loss: 0.0311681 | Time: 2597.52 ms [2021-01-22 09:06:01 main:574] : INFO : Epoch 714 | loss: 0.0311687 | val_loss: 0.0311682 | Time: 2571.67 ms [2021-01-22 09:06:04 main:574] : INFO : Epoch 715 | loss: 0.0311683 | val_loss: 0.0311678 | Time: 2590.53 ms [2021-01-22 09:06:06 main:574] : INFO : Epoch 716 | loss: 0.0311678 | val_loss: 0.0311681 | Time: 2572.79 ms [2021-01-22 09:06:09 main:574] : INFO : Epoch 717 | loss: 0.0311698 | val_loss: 0.0311678 | Time: 2590.23 ms [2021-01-22 09:06:12 main:574] : INFO : Epoch 718 | loss: 0.0311681 | val_loss: 0.0311696 | Time: 2626.7 ms [2021-01-22 09:06:14 main:574] : INFO : Epoch 719 | loss: 0.0311679 | val_loss: 0.0311675 | Time: 2612.3 ms [2021-01-22 09:06:17 main:574] : INFO : Epoch 720 | loss: 0.0311676 | val_loss: 0.0311688 | Time: 2571.79 ms [2021-01-22 09:06:20 main:574] : INFO : Epoch 721 | loss: 0.0311681 | val_loss: 0.0311669 | Time: 2594 ms [2021-01-22 09:06:22 main:574] : INFO : Epoch 722 | loss: 0.031168 | val_loss: 0.0311676 | Time: 2603.66 ms [2021-01-22 09:06:25 main:574] : INFO : Epoch 723 | loss: 0.031168 | val_loss: 0.0311679 | Time: 2555.92 ms [2021-01-22 09:06:27 main:574] : INFO : Epoch 724 | loss: 0.0311672 | val_loss: 0.0311675 | Time: 2581.58 ms [2021-01-22 09:06:30 main:574] : INFO : Epoch 725 | loss: 0.0311667 | val_loss: 0.0311673 | Time: 2587.22 ms [2021-01-22 09:06:33 main:574] : INFO : Epoch 726 | loss: 0.0311673 | val_loss: 0.0311673 | Time: 2534.25 ms [2021-01-22 09:06:35 main:574] : INFO : Epoch 727 | loss: 0.0311665 | val_loss: 0.0311679 | Time: 2556.73 ms [2021-01-22 09:06:38 main:574] : INFO : Epoch 728 | loss: 0.0311664 | val_loss: 0.0311677 | Time: 2540.44 ms [2021-01-22 09:06:40 main:574] : INFO : Epoch 729 | loss: 0.0311666 | val_loss: 0.0311673 | Time: 2550.84 ms [2021-01-22 09:06:43 main:574] : INFO : Epoch 730 | loss: 0.0311667 | val_loss: 0.0311689 | Time: 2641.29 ms [2021-01-22 09:06:46 main:574] : INFO : Epoch 731 | loss: 0.0311671 | val_loss: 0.031167 | Time: 2538.37 ms [2021-01-22 09:06:48 main:574] : INFO : Epoch 732 | loss: 0.0311666 | val_loss: 0.0311675 | Time: 2582.27 ms [2021-01-22 09:06:51 main:574] : INFO : Epoch 733 | loss: 0.0311669 | val_loss: 0.0311672 | Time: 2582.84 ms [2021-01-22 09:06:54 main:574] : INFO : Epoch 734 | loss: 0.0311674 | val_loss: 0.031168 | Time: 2576.11 ms [2021-01-22 09:06:56 main:574] : INFO : Epoch 735 | loss: 0.0311663 | val_loss: 0.0311665 | Time: 2549.2 ms [2021-01-22 09:06:59 main:574] : INFO : Epoch 736 | loss: 0.0311662 | val_loss: 0.0311667 | Time: 2536.66 ms [2021-01-22 09:07:01 main:574] : INFO : Epoch 737 | loss: 0.0311659 | val_loss: 0.031168 | Time: 2589.85 ms [2021-01-22 09:07:04 main:574] : INFO : Epoch 738 | loss: 0.0311665 | val_loss: 0.0311666 | Time: 2561.66 ms [2021-01-22 09:07:07 main:574] : INFO : Epoch 739 | loss: 0.0311658 | val_loss: 0.0311669 | Time: 2622.45 ms [2021-01-22 09:07:09 main:574] : INFO : Epoch 740 | loss: 0.0311658 | val_loss: 0.0311678 | Time: 2559.64 ms [2021-01-22 09:07:12 main:574] : INFO : Epoch 741 | loss: 0.0311669 | val_loss: 0.0311666 | Time: 2544.75 ms [2021-01-22 09:07:14 main:574] : INFO : Epoch 742 | loss: 0.0311662 | val_loss: 0.0311665 | Time: 2557.89 ms [2021-01-22 09:07:17 main:574] : INFO : Epoch 743 | loss: 0.031166 | val_loss: 0.0311663 | Time: 2563.53 ms [2021-01-22 09:07:20 main:574] : INFO : Epoch 744 | loss: 0.0311664 | val_loss: 0.0311674 | Time: 2591.66 ms [2021-01-22 09:07:22 main:574] : INFO : Epoch 745 | loss: 0.0311667 | val_loss: 0.031169 | Time: 2564.08 ms [2021-01-22 09:07:25 main:574] : INFO : Epoch 746 | loss: 0.0311678 | val_loss: 0.0311705 | Time: 2552.16 ms [2021-01-22 09:07:27 main:574] : INFO : Epoch 747 | loss: 0.0311704 | val_loss: 0.0311716 | Time: 2563.21 ms [2021-01-22 09:07:30 main:574] : INFO : Epoch 748 | loss: 0.031167 | val_loss: 0.0311669 | Time: 2550.59 ms [2021-01-22 09:07:33 main:574] : INFO : Epoch 749 | loss: 0.031167 | val_loss: 0.0311693 | Time: 2580.27 ms [2021-01-22 09:07:35 main:574] : INFO : Epoch 750 | loss: 0.0311679 | val_loss: 0.0311672 | Time: 2561.24 ms [2021-01-22 09:07:38 main:574] : INFO : Epoch 751 | loss: 0.0311697 | val_loss: 0.0311677 | Time: 2669.06 ms [2021-01-22 09:07:41 main:574] : INFO : Epoch 752 | loss: 0.0311684 | val_loss: 0.031167 | Time: 2636.25 ms [2021-01-22 09:07:43 main:574] : INFO : Epoch 753 | loss: 0.0311673 | val_loss: 0.0311672 | Time: 2587.69 ms [2021-01-22 09:07:46 main:574] : INFO : Epoch 754 | loss: 0.0311665 | val_loss: 0.0311674 | Time: 2596.32 ms [2021-01-22 09:07:48 main:574] : INFO : Epoch 755 | loss: 0.0311675 | val_loss: 0.0311681 | Time: 2588.77 ms [2021-01-22 09:07:51 main:574] : INFO : Epoch 756 | loss: 0.0311662 | val_loss: 0.0311687 | Time: 2542.04 ms [2021-01-22 09:07:54 main:574] : INFO : Epoch 757 | loss: 0.0311674 | val_loss: 0.0311702 | Time: 2593.19 ms [2021-01-22 09:07:56 main:574] : INFO : Epoch 758 | loss: 0.0311678 | val_loss: 0.0311675 | Time: 2553.71 ms [2021-01-22 09:07:59 main:574] : INFO : Epoch 759 | loss: 0.0311675 | val_loss: 0.0311685 | Time: 2649.31 ms [2021-01-22 09:08:02 main:574] : INFO : Epoch 760 | loss: 0.0311682 | val_loss: 0.0311687 | Time: 2614 ms [2021-01-22 09:08:04 main:574] : INFO : Epoch 761 | loss: 0.0311675 | val_loss: 0.031168 | Time: 2541.32 ms [2021-01-22 09:08:07 main:574] : INFO : Epoch 762 | loss: 0.0311663 | val_loss: 0.0311679 | Time: 2561.69 ms [2021-01-22 09:08:09 main:574] : INFO : Epoch 763 | loss: 0.0311675 | val_loss: 0.0311692 | Time: 2539.78 ms [2021-01-22 09:08:12 main:574] : INFO : Epoch 764 | loss: 0.0311675 | val_loss: 0.0311688 | Time: 2611.58 ms [2021-01-22 09:08:15 main:574] : INFO : Epoch 765 | loss: 0.0311661 | val_loss: 0.0311701 | Time: 2597.52 ms [2021-01-22 09:08:17 main:574] : INFO : Epoch 766 | loss: 0.0311671 | val_loss: 0.0311682 | Time: 2589.88 ms [2021-01-22 09:08:20 main:574] : INFO : Epoch 767 | loss: 0.0311699 | val_loss: 0.0311693 | Time: 2606.13 ms [2021-01-22 09:08:23 main:574] : INFO : Epoch 768 | loss: 0.0311671 | val_loss: 0.0311681 | Time: 2607.94 ms [2021-01-22 09:08:25 main:574] : INFO : Epoch 769 | loss: 0.0311669 | val_loss: 0.0311678 | Time: 2563.29 ms [2021-01-22 09:08:28 main:574] : INFO : Epoch 770 | loss: 0.0311661 | val_loss: 0.0311674 | Time: 2582 ms [2021-01-22 09:08:30 main:574] : INFO : Epoch 771 | loss: 0.0311655 | val_loss: 0.0311678 | Time: 2567.87 ms [2021-01-22 09:08:33 main:574] : INFO : Epoch 772 | loss: 0.0311661 | val_loss: 0.0311673 | Time: 2564.26 ms [2021-01-22 09:08:36 main:574] : INFO : Epoch 773 | loss: 0.0311648 | val_loss: 0.031166 | Time: 2662.04 ms [2021-01-22 09:08:38 main:574] : INFO : Epoch 774 | loss: 0.0311661 | val_loss: 0.0311665 | Time: 2602.83 ms [2021-01-22 09:08:41 main:574] : INFO : Epoch 775 | loss: 0.0311655 | val_loss: 0.0311651 | Time: 2591.28 ms [2021-01-22 09:08:44 main:574] : INFO : Epoch 776 | loss: 0.0311637 | val_loss: 0.0311626 | Time: 2579.32 ms [2021-01-22 09:08:46 main:574] : INFO : Epoch 777 | loss: 0.0311637 | val_loss: 0.0311625 | Time: 2565.33 ms [2021-01-22 09:08:49 main:574] : INFO : Epoch 778 | loss: 0.0311612 | val_loss: 0.0311607 | Time: 2592.86 ms [2021-01-22 09:08:51 main:574] : INFO : Epoch 779 | loss: 0.0311594 | val_loss: 0.0311599 | Time: 2560.46 ms [2021-01-22 09:08:54 main:574] : INFO : Epoch 780 | loss: 0.0311588 | val_loss: 0.0311599 | Time: 2618.96 ms [2021-01-22 09:08:57 main:574] : INFO : Epoch 781 | loss: 0.0311595 | val_loss: 0.0311612 | Time: 2625.95 ms [2021-01-22 09:08:59 main:574] : INFO : Epoch 782 | loss: 0.0311563 | val_loss: 0.0311574 | Time: 2584.17 ms [2021-01-22 09:09:02 main:574] : INFO : Epoch 783 | loss: 0.0311537 | val_loss: 0.0311585 | Time: 2594.68 ms [2021-01-22 09:09:05 main:574] : INFO : Epoch 784 | loss: 0.0311534 | val_loss: 0.0311569 | Time: 2576.75 ms [2021-01-22 09:09:07 main:574] : INFO : Epoch 785 | loss: 0.031153 | val_loss: 0.0311565 | Time: 2640.04 ms [2021-01-22 09:09:10 main:574] : INFO : Epoch 786 | loss: 0.0311539 | val_loss: 0.031157 | Time: 2570.44 ms [2021-01-22 09:09:13 main:574] : INFO : Epoch 787 | loss: 0.031156 | val_loss: 0.031158 | Time: 2578.14 ms [2021-01-22 09:09:15 main:574] : INFO : Epoch 788 | loss: 0.0311546 | val_loss: 0.0311555 | Time: 2545.48 ms [2021-01-22 09:09:18 main:574] : INFO : Epoch 789 | loss: 0.0311545 | val_loss: 0.0311586 | Time: 2595.55 ms [2021-01-22 09:09:20 main:574] : INFO : Epoch 790 | loss: 0.0311593 | val_loss: 0.0311576 | Time: 2589.36 ms [2021-01-22 09:09:23 main:574] : INFO : Epoch 791 | loss: 0.0311578 | val_loss: 0.0311555 | Time: 2593.86 ms [2021-01-22 09:09:26 main:574] : INFO : Epoch 792 | loss: 0.0311535 | val_loss: 0.031159 | Time: 2542.26 ms [2021-01-22 09:09:28 main:574] : INFO : Epoch 793 | loss: 0.0311522 | val_loss: 0.0311568 | Time: 2635.27 ms [2021-01-22 09:09:31 main:574] : INFO : Epoch 794 | loss: 0.0311531 | val_loss: 0.0311563 | Time: 2534.45 ms [2021-01-22 09:09:33 main:574] : INFO : Epoch 795 | loss: 0.0311535 | val_loss: 0.0311556 | Time: 2626.6 ms [2021-01-22 09:09:36 main:574] : INFO : Epoch 796 | loss: 0.0311528 | val_loss: 0.0311573 | Time: 2609.5 ms [2021-01-22 09:09:39 main:574] : INFO : Epoch 797 | loss: 0.0311529 | val_loss: 0.0311576 | Time: 2603.58 ms [2021-01-22 09:09:41 main:574] : INFO : Epoch 798 | loss: 0.0311524 | val_loss: 0.0311573 | Time: 2650.32 ms [2021-01-22 09:09:44 main:574] : INFO : Epoch 799 | loss: 0.0311515 | val_loss: 0.0311601 | Time: 2543.49 ms [2021-01-22 09:09:47 main:574] : INFO : Epoch 800 | loss: 0.031153 | val_loss: 0.0311608 | Time: 2580.95 ms [2021-01-22 09:09:49 main:574] : INFO : Epoch 801 | loss: 0.0311533 | val_loss: 0.0311583 | Time: 2658.56 ms [2021-01-22 09:09:52 main:574] : INFO : Epoch 802 | loss: 0.031155 | val_loss: 0.0311636 | Time: 2625.4 ms [2021-01-22 09:09:55 main:574] : INFO : Epoch 803 | loss: 0.0311553 | val_loss: 0.0311572 | Time: 2560.97 ms [2021-01-22 09:09:57 main:574] : INFO : Epoch 804 | loss: 0.0311585 | val_loss: 0.0311659 | Time: 2588.54 ms [2021-01-22 09:10:00 main:574] : INFO : Epoch 805 | loss: 0.0311615 | val_loss: 0.0311635 | Time: 2563.1 ms [2021-01-22 09:10:02 main:574] : INFO : Epoch 806 | loss: 0.0311595 | val_loss: 0.0311619 | Time: 2541.97 ms [2021-01-22 09:10:05 main:574] : INFO : Epoch 807 | loss: 0.0311613 | val_loss: 0.0311611 | Time: 2554.55 ms [2021-01-22 09:10:08 main:574] : INFO : Epoch 808 | loss: 0.0311577 | val_loss: 0.0311618 | Time: 2557.82 ms [2021-01-22 09:10:10 main:574] : INFO : Epoch 809 | loss: 0.031157 | val_loss: 0.03116 | Time: 2639.23 ms [2021-01-22 09:10:13 main:574] : INFO : Epoch 810 | loss: 0.0311561 | val_loss: 0.0311618 | Time: 2588.68 ms [2021-01-22 09:10:16 main:574] : INFO : Epoch 811 | loss: 0.031157 | val_loss: 0.0311598 | Time: 2593.03 ms [2021-01-22 09:10:18 main:574] : INFO : Epoch 812 | loss: 0.0311554 | val_loss: 0.0311604 | Time: 2541.09 ms [2021-01-22 09:10:21 main:574] : INFO : Epoch 813 | loss: 0.0311546 | val_loss: 0.0311588 | Time: 2638.03 ms [2021-01-22 09:10:23 main:574] : INFO : Epoch 814 | loss: 0.0311532 | val_loss: 0.0311567 | Time: 2552.3 ms [2021-01-22 09:10:26 main:574] : INFO : Epoch 815 | loss: 0.031152 | val_loss: 0.0311581 | Time: 2623.28 ms [2021-01-22 09:10:29 main:574] : INFO : Epoch 816 | loss: 0.031152 | val_loss: 0.03116 | Time: 2574.82 ms [2021-01-22 09:10:31 main:574] : INFO : Epoch 817 | loss: 0.0311539 | val_loss: 0.0311581 | Time: 2545.5 ms [2021-01-22 09:10:34 main:574] : INFO : Epoch 818 | loss: 0.0311558 | val_loss: 0.0311588 | Time: 2624.08 ms [2021-01-22 09:10:37 main:574] : INFO : Epoch 819 | loss: 0.0311551 | val_loss: 0.031156 | Time: 2566.26 ms [2021-01-22 09:10:39 main:574] : INFO : Epoch 820 | loss: 0.0311531 | val_loss: 0.0311561 | Time: 2536.58 ms [2021-01-22 09:10:42 main:574] : INFO : Epoch 821 | loss: 0.0311535 | val_loss: 0.0311559 | Time: 2592.7 ms [2021-01-22 09:10:44 main:574] : INFO : Epoch 822 | loss: 0.0311528 | val_loss: 0.0311556 | Time: 2674.09 ms [2021-01-22 09:10:47 main:574] : INFO : Epoch 823 | loss: 0.0311521 | val_loss: 0.0311562 | Time: 2638.3 ms [2021-01-22 09:10:50 main:574] : INFO : Epoch 824 | loss: 0.0311522 | val_loss: 0.0311594 | Time: 2597.24 ms [2021-01-22 09:10:52 main:574] : INFO : Epoch 825 | loss: 0.0311535 | val_loss: 0.0311595 | Time: 2539.18 ms [2021-01-22 09:10:55 main:574] : INFO : Epoch 826 | loss: 0.031154 | val_loss: 0.0311576 | Time: 2592.82 ms [2021-01-22 09:10:58 main:574] : INFO : Epoch 827 | loss: 0.0311522 | val_loss: 0.031162 | Time: 2642.54 ms [2021-01-22 09:11:00 main:574] : INFO : Epoch 828 | loss: 0.0311525 | val_loss: 0.0311589 | Time: 2582 ms [2021-01-22 09:11:03 main:574] : INFO : Epoch 829 | loss: 0.0311523 | val_loss: 0.0311568 | Time: 2577.58 ms [2021-01-22 09:11:06 main:574] : INFO : Epoch 830 | loss: 0.031153 | val_loss: 0.0311595 | Time: 2558.17 ms [2021-01-22 09:11:08 main:574] : INFO : Epoch 831 | loss: 0.0311529 | val_loss: 0.0311581 | Time: 2561.45 ms [2021-01-22 09:11:11 main:574] : INFO : Epoch 832 | loss: 0.0311537 | val_loss: 0.0311582 | Time: 2578.26 ms [2021-01-22 09:11:13 main:574] : INFO : Epoch 833 | loss: 0.0311546 | val_loss: 0.0311582 | Time: 2599.31 ms [2021-01-22 09:11:16 main:574] : INFO : Epoch 834 | loss: 0.031153 | val_loss: 0.031164 | Time: 2586.28 ms [2021-01-22 09:11:19 main:574] : INFO : Epoch 835 | loss: 0.0311555 | val_loss: 0.03116 | Time: 2562.98 ms [2021-01-22 09:11:21 main:574] : INFO : Epoch 836 | loss: 0.0311519 | val_loss: 0.0311553 | Time: 2550.44 ms [2021-01-22 09:11:24 main:574] : INFO : Epoch 837 | loss: 0.0311516 | val_loss: 0.0311566 | Time: 2587.55 ms [2021-01-22 09:11:26 main:574] : INFO : Epoch 838 | loss: 0.0311506 | val_loss: 0.0311556 | Time: 2561.73 ms [2021-01-22 09:11:29 main:574] : INFO : Epoch 839 | loss: 0.0311512 | val_loss: 0.031156 | Time: 2640.17 ms [2021-01-22 09:11:32 main:574] : INFO : Epoch 840 | loss: 0.0311509 | val_loss: 0.0311567 | Time: 2583.17 ms [2021-01-22 09:11:34 main:574] : INFO : Epoch 841 | loss: 0.031152 | val_loss: 0.0311565 | Time: 2576.16 ms [2021-01-22 09:11:37 main:574] : INFO : Epoch 842 | loss: 0.0311516 | val_loss: 0.0311572 | Time: 2610.23 ms [2021-01-22 09:11:40 main:574] : INFO : Epoch 843 | loss: 0.0311513 | val_loss: 0.031159 | Time: 2625.47 ms [2021-01-22 09:11:42 main:574] : INFO : Epoch 844 | loss: 0.031152 | val_loss: 0.0311596 | Time: 2641.44 ms [2021-01-22 09:11:45 main:574] : INFO : Epoch 845 | loss: 0.031154 | val_loss: 0.0311564 | Time: 2564.56 ms [2021-01-22 09:11:48 main:574] : INFO : Epoch 846 | loss: 0.0311503 | val_loss: 0.0311558 | Time: 2609.8 ms [2021-01-22 09:11:50 main:574] : INFO : Epoch 847 | loss: 0.03115 | val_loss: 0.0311588 | Time: 2552.23 ms [2021-01-22 09:11:53 main:574] : INFO : Epoch 848 | loss: 0.0311517 | val_loss: 0.0311623 | Time: 2580.9 ms [2021-01-22 09:11:55 main:574] : INFO : Epoch 849 | loss: 0.0311523 | val_loss: 0.0311647 | Time: 2561.38 ms [2021-01-22 09:11:58 main:574] : INFO : Epoch 850 | loss: 0.0311532 | val_loss: 0.0311576 | Time: 2581.95 ms [2021-01-22 09:12:01 main:574] : INFO : Epoch 851 | loss: 0.0311504 | val_loss: 0.0311572 | Time: 2609.85 ms [2021-01-22 09:12:03 main:574] : INFO : Epoch 852 | loss: 0.0311491 | val_loss: 0.0311563 | Time: 2545.77 ms [2021-01-22 09:12:06 main:574] : INFO : Epoch 853 | loss: 0.0311494 | val_loss: 0.0311557 | Time: 2596.66 ms [2021-01-22 09:12:09 main:574] : INFO : Epoch 854 | loss: 0.031151 | val_loss: 0.0311578 | Time: 2565.8 ms [2021-01-22 09:12:11 main:574] : INFO : Epoch 855 | loss: 0.0311503 | val_loss: 0.0311551 | Time: 2565.95 ms [2021-01-22 09:12:14 main:574] : INFO : Epoch 856 | loss: 0.0311503 | val_loss: 0.0311559 | Time: 2617.47 ms [2021-01-22 09:12:17 main:574] : INFO : Epoch 857 | loss: 0.0311504 | val_loss: 0.0311647 | Time: 2713.25 ms [2021-01-22 09:12:19 main:574] : INFO : Epoch 858 | loss: 0.0311543 | val_loss: 0.0311596 | Time: 2622.16 ms [2021-01-22 09:12:22 main:574] : INFO : Epoch 859 | loss: 0.0311514 | val_loss: 0.0311586 | Time: 2593.19 ms [2021-01-22 09:12:24 main:574] : INFO : Epoch 860 | loss: 0.0311519 | val_loss: 0.0311574 | Time: 2594.65 ms [2021-01-22 09:12:27 main:574] : INFO : Epoch 861 | loss: 0.0311519 | val_loss: 0.0311569 | Time: 2570.71 ms [2021-01-22 09:12:30 main:574] : INFO : Epoch 862 | loss: 0.0311494 | val_loss: 0.031156 | Time: 2611.58 ms [2021-01-22 09:12:32 main:574] : INFO : Epoch 863 | loss: 0.0311491 | val_loss: 0.0311551 | Time: 2564.05 ms [2021-01-22 09:12:35 main:574] : INFO : Epoch 864 | loss: 0.0311493 | val_loss: 0.0311551 | Time: 2619.15 ms [2021-01-22 09:12:38 main:574] : INFO : Epoch 865 | loss: 0.0311492 | val_loss: 0.0311558 | Time: 2603.46 ms [2021-01-22 09:12:40 main:574] : INFO : Epoch 866 | loss: 0.0311526 | val_loss: 0.0311559 | Time: 2568.15 ms [2021-01-22 09:12:43 main:574] : INFO : Epoch 867 | loss: 0.0311525 | val_loss: 0.0311573 | Time: 2579.8 ms [2021-01-22 09:12:45 main:574] : INFO : Epoch 868 | loss: 0.0311508 | val_loss: 0.0311573 | Time: 2585.49 ms [2021-01-22 09:12:48 main:574] : INFO : Epoch 869 | loss: 0.0311521 | val_loss: 0.0311547 | Time: 2559.34 ms [2021-01-22 09:12:51 main:574] : INFO : Epoch 870 | loss: 0.0311509 | val_loss: 0.0311554 | Time: 2575.71 ms [2021-01-22 09:12:53 main:574] : INFO : Epoch 871 | loss: 0.0311499 | val_loss: 0.0311567 | Time: 2580.19 ms [2021-01-22 09:12:56 main:574] : INFO : Epoch 872 | loss: 0.0311506 | val_loss: 0.031158 | Time: 2570.93 ms [2021-01-22 09:12:59 main:574] : INFO : Epoch 873 | loss: 0.0311532 | val_loss: 0.0311566 | Time: 2593.48 ms [2021-01-22 09:13:01 main:574] : INFO : Epoch 874 | loss: 0.0311499 | val_loss: 0.0311576 | Time: 2584.7 ms [2021-01-22 09:13:04 main:574] : INFO : Epoch 875 | loss: 0.031149 | val_loss: 0.0311559 | Time: 2589.21 ms [2021-01-22 09:13:06 main:574] : INFO : Epoch 876 | loss: 0.0311486 | val_loss: 0.0311573 | Time: 2577.66 ms [2021-01-22 09:13:09 main:574] : INFO : Epoch 877 | loss: 0.0311503 | val_loss: 0.0311559 | Time: 2629.14 ms [2021-01-22 09:13:12 main:574] : INFO : Epoch 878 | loss: 0.0311483 | val_loss: 0.0311556 | Time: 2650.3 ms [2021-01-22 09:13:14 main:574] : INFO : Epoch 879 | loss: 0.0311498 | val_loss: 0.0311582 | Time: 2578.78 ms [2021-01-22 09:13:17 main:574] : INFO : Epoch 880 | loss: 0.0311504 | val_loss: 0.0311569 | Time: 2557.68 ms [2021-01-22 09:13:20 main:574] : INFO : Epoch 881 | loss: 0.0311492 | val_loss: 0.0311557 | Time: 2594.38 ms [2021-01-22 09:13:22 main:574] : INFO : Epoch 882 | loss: 0.0311487 | val_loss: 0.0311568 | Time: 2626.77 ms [2021-01-22 09:13:25 main:574] : INFO : Epoch 883 | loss: 0.0311487 | val_loss: 0.0311563 | Time: 2542.91 ms [2021-01-22 09:13:27 main:574] : INFO : Epoch 884 | loss: 0.0311502 | val_loss: 0.0311571 | Time: 2621.43 ms [2021-01-22 09:13:30 main:574] : INFO : Epoch 885 | loss: 0.0311518 | val_loss: 0.0311576 | Time: 2561.16 ms [2021-01-22 09:13:33 main:574] : INFO : Epoch 886 | loss: 0.031152 | val_loss: 0.0311612 | Time: 2644.44 ms [2021-01-22 09:13:35 main:574] : INFO : Epoch 887 | loss: 0.0311499 | val_loss: 0.0311617 | Time: 2582.03 ms [2021-01-22 09:13:38 main:574] : INFO : Epoch 888 | loss: 0.031149 | val_loss: 0.0311576 | Time: 2570.93 ms [2021-01-22 09:13:41 main:574] : INFO : Epoch 889 | loss: 0.0311494 | val_loss: 0.0311607 | Time: 2555.77 ms [2021-01-22 09:13:43 main:574] : INFO : Epoch 890 | loss: 0.0311508 | val_loss: 0.0311582 | Time: 2574.67 ms [2021-01-22 09:13:46 main:574] : INFO : Epoch 891 | loss: 0.0311531 | val_loss: 0.0311599 | Time: 2577.43 ms [2021-01-22 09:13:48 main:574] : INFO : Epoch 892 | loss: 0.0311526 | val_loss: 0.0311623 | Time: 2556.24 ms [2021-01-22 09:13:51 main:574] : INFO : Epoch 893 | loss: 0.0311518 | val_loss: 0.0311578 | Time: 2646.09 ms [2021-01-22 09:13:54 main:574] : INFO : Epoch 894 | loss: 0.0311516 | val_loss: 0.0311565 | Time: 2587.34 ms [2021-01-22 09:13:56 main:574] : INFO : Epoch 895 | loss: 0.0311515 | val_loss: 0.0311582 | Time: 2578.67 ms [2021-01-22 09:13:59 main:574] : INFO : Epoch 896 | loss: 0.0311513 | val_loss: 0.0311562 | Time: 2598.42 ms [2021-01-22 09:14:02 main:574] : INFO : Epoch 897 | loss: 0.0311502 | val_loss: 0.0311563 | Time: 2559.86 ms [2021-01-22 09:14:04 main:574] : INFO : Epoch 898 | loss: 0.0311508 | val_loss: 0.0311565 | Time: 2539.26 ms [2021-01-22 09:14:07 main:574] : INFO : Epoch 899 | loss: 0.0311494 | val_loss: 0.0311569 | Time: 2630.14 ms [2021-01-22 09:14:09 main:574] : INFO : Epoch 900 | loss: 0.031153 | val_loss: 0.0311564 | Time: 2575.58 ms [2021-01-22 09:14:12 main:574] : INFO : Epoch 901 | loss: 0.0311511 | val_loss: 0.0311573 | Time: 2647.94 ms [2021-01-22 09:14:15 main:574] : INFO : Epoch 902 | loss: 0.0311493 | val_loss: 0.031156 | Time: 2620.04 ms [2021-01-22 09:14:17 main:574] : INFO : Epoch 903 | loss: 0.0311505 | val_loss: 0.0311596 | Time: 2627.97 ms [2021-01-22 09:14:20 main:574] : INFO : Epoch 904 | loss: 0.0311506 | val_loss: 0.031158 | Time: 2588.02 ms [2021-01-22 09:14:23 main:574] : INFO : Epoch 905 | loss: 0.0311495 | val_loss: 0.0311577 | Time: 2560.41 ms [2021-01-22 09:14:25 main:574] : INFO : Epoch 906 | loss: 0.0311492 | val_loss: 0.0311651 | Time: 2601.83 ms [2021-01-22 09:14:28 main:574] : INFO : Epoch 907 | loss: 0.0311529 | val_loss: 0.0311627 | Time: 2584.8 ms [2021-01-22 09:14:31 main:574] : INFO : Epoch 908 | loss: 0.0311512 | val_loss: 0.0311588 | Time: 2615.24 ms [2021-01-22 09:14:33 main:574] : INFO : Epoch 909 | loss: 0.0311493 | val_loss: 0.0311561 | Time: 2564.41 ms [2021-01-22 09:14:36 main:574] : INFO : Epoch 910 | loss: 0.0311502 | val_loss: 0.0311561 | Time: 2613.66 ms [2021-01-22 09:14:39 main:574] : INFO : Epoch 911 | loss: 0.0311495 | val_loss: 0.0311558 | Time: 2622.68 ms [2021-01-22 09:14:41 main:574] : INFO : Epoch 912 | loss: 0.0311484 | val_loss: 0.0311567 | Time: 2609.7 ms [2021-01-22 09:14:44 main:574] : INFO : Epoch 913 | loss: 0.0311483 | val_loss: 0.0311566 | Time: 2537.71 ms [2021-01-22 09:14:46 main:574] : INFO : Epoch 914 | loss: 0.031154 | val_loss: 0.0311654 | Time: 2582.86 ms [2021-01-22 09:14:49 main:574] : INFO : Epoch 915 | loss: 0.0311685 | val_loss: 0.031169 | Time: 2601.85 ms [2021-01-22 09:14:52 main:574] : INFO : Epoch 916 | loss: 0.0311703 | val_loss: 0.0311679 | Time: 2574.91 ms [2021-01-22 09:14:54 main:574] : INFO : Epoch 917 | loss: 0.0311644 | val_loss: 0.0311644 | Time: 2535.13 ms [2021-01-22 09:14:57 main:574] : INFO : Epoch 918 | loss: 0.0311612 | val_loss: 0.0311632 | Time: 2567.53 ms [2021-01-22 09:14:59 main:574] : INFO : Epoch 919 | loss: 0.0311622 | val_loss: 0.0311646 | Time: 2606.36 ms [2021-01-22 09:15:02 main:574] : INFO : Epoch 920 | loss: 0.0311612 | val_loss: 0.0311645 | Time: 2587.08 ms [2021-01-22 09:15:05 main:574] : INFO : Epoch 921 | loss: 0.0311633 | val_loss: 0.0311654 | Time: 2557.45 ms [2021-01-22 09:15:07 main:574] : INFO : Epoch 922 | loss: 0.0311627 | val_loss: 0.0311632 | Time: 2612.89 ms [2021-01-22 09:15:10 main:574] : INFO : Epoch 923 | loss: 0.0311609 | val_loss: 0.0311625 | Time: 2593.88 ms [2021-01-22 09:15:12 main:574] : INFO : Epoch 924 | loss: 0.0311595 | val_loss: 0.0311612 | Time: 2550.57 ms [2021-01-22 09:15:15 main:574] : INFO : Epoch 925 | loss: 0.031159 | val_loss: 0.0311613 | Time: 2592.24 ms [2021-01-22 09:15:18 main:574] : INFO : Epoch 926 | loss: 0.0311598 | val_loss: 0.0311625 | Time: 2575.15 ms [2021-01-22 09:15:20 main:574] : INFO : Epoch 927 | loss: 0.0311588 | val_loss: 0.0311601 | Time: 2587.04 ms [2021-01-22 09:15:23 main:574] : INFO : Epoch 928 | loss: 0.0311578 | val_loss: 0.0311591 | Time: 2601.88 ms [2021-01-22 09:15:26 main:574] : INFO : Epoch 929 | loss: 0.0311574 | val_loss: 0.0311594 | Time: 2561.21 ms [2021-01-22 09:15:28 main:574] : INFO : Epoch 930 | loss: 0.0311576 | val_loss: 0.0311596 | Time: 2589.8 ms [2021-01-22 09:15:31 main:574] : INFO : Epoch 931 | loss: 0.0311595 | val_loss: 0.0311613 | Time: 2576.2 ms [2021-01-22 09:15:33 main:574] : INFO : Epoch 932 | loss: 0.0311579 | val_loss: 0.0311575 | Time: 2585.69 ms [2021-01-22 09:15:36 main:574] : INFO : Epoch 933 | loss: 0.0311568 | val_loss: 0.0311583 | Time: 2624.13 ms [2021-01-22 09:15:39 main:574] : INFO : Epoch 934 | loss: 0.0311565 | val_loss: 0.0311597 | Time: 2545.63 ms [2021-01-22 09:15:41 main:574] : INFO : Epoch 935 | loss: 0.031156 | val_loss: 0.0311575 | Time: 2573.62 ms [2021-01-22 09:15:44 main:574] : INFO : Epoch 936 | loss: 0.0311557 | val_loss: 0.0311591 | Time: 2592.02 ms [2021-01-22 09:15:47 main:574] : INFO : Epoch 937 | loss: 0.031156 | val_loss: 0.0311577 | Time: 2656.32 ms [2021-01-22 09:15:49 main:574] : INFO : Epoch 938 | loss: 0.0311539 | val_loss: 0.0311581 | Time: 2539.69 ms [2021-01-22 09:15:52 main:574] : INFO : Epoch 939 | loss: 0.0311544 | val_loss: 0.0311577 | Time: 2614.99 ms [2021-01-22 09:15:54 main:574] : INFO : Epoch 940 | loss: 0.0311549 | val_loss: 0.0311608 | Time: 2584.07 ms [2021-01-22 09:15:57 main:574] : INFO : Epoch 941 | loss: 0.0311538 | val_loss: 0.0311593 | Time: 2596.8 ms [2021-01-22 09:16:00 main:574] : INFO : Epoch 942 | loss: 0.0311535 | val_loss: 0.0311574 | Time: 2583.16 ms [2021-01-22 09:16:02 main:574] : INFO : Epoch 943 | loss: 0.0311543 | val_loss: 0.0311644 | Time: 2596.66 ms [2021-01-22 09:16:05 main:574] : INFO : Epoch 944 | loss: 0.0311562 | val_loss: 0.0311578 | Time: 2572.1 ms [2021-01-22 09:16:08 main:574] : INFO : Epoch 945 | loss: 0.0311526 | val_loss: 0.0311591 | Time: 2537.82 ms [2021-01-22 09:16:10 main:574] : INFO : Epoch 946 | loss: 0.0311529 | val_loss: 0.031163 | Time: 2589.82 ms [2021-01-22 09:16:13 main:574] : INFO : Epoch 947 | loss: 0.0311562 | val_loss: 0.0311595 | Time: 2614.63 ms [2021-01-22 09:16:15 main:574] : INFO : Epoch 948 | loss: 0.0311573 | val_loss: 0.0311611 | Time: 2536.96 ms [2021-01-22 09:16:18 main:574] : INFO : Epoch 949 | loss: 0.0311533 | val_loss: 0.0311574 | Time: 2545.84 ms [2021-01-22 09:16:21 main:574] : INFO : Epoch 950 | loss: 0.0311519 | val_loss: 0.0311602 | Time: 2610.23 ms [2021-01-22 09:16:23 main:574] : INFO : Epoch 951 | loss: 0.0311528 | val_loss: 0.0311592 | Time: 2578.69 ms [2021-01-22 09:16:26 main:574] : INFO : Epoch 952 | loss: 0.0311534 | val_loss: 0.0311593 | Time: 2579.87 ms [2021-01-22 09:16:29 main:574] : INFO : Epoch 953 | loss: 0.031152 | val_loss: 0.0311566 | Time: 2629.36 ms [2021-01-22 09:16:31 main:574] : INFO : Epoch 954 | loss: 0.0311515 | val_loss: 0.0311583 | Time: 2622.59 ms [2021-01-22 09:16:34 main:574] : INFO : Epoch 955 | loss: 0.0311554 | val_loss: 0.0311609 | Time: 2536.69 ms [2021-01-22 09:16:37 main:574] : INFO : Epoch 956 | loss: 0.0311589 | val_loss: 0.0311597 | Time: 2606.98 ms [2021-01-22 09:16:39 main:574] : INFO : Epoch 957 | loss: 0.0311543 | val_loss: 0.0311597 | Time: 2590.59 ms [2021-01-22 09:16:42 main:574] : INFO : Epoch 958 | loss: 0.031154 | val_loss: 0.0311604 | Time: 2561.55 ms [2021-01-22 09:16:44 main:574] : INFO : Epoch 959 | loss: 0.0311542 | val_loss: 0.0311572 | Time: 2552.86 ms [2021-01-22 09:16:47 main:574] : INFO : Epoch 960 | loss: 0.031152 | val_loss: 0.0311591 | Time: 2558.19 ms [2021-01-22 09:16:49 main:574] : INFO : Epoch 961 | loss: 0.0311525 | val_loss: 0.0311578 | Time: 2566.83 ms [2021-01-22 09:16:52 main:574] : INFO : Epoch 962 | loss: 0.0311516 | val_loss: 0.0311567 | Time: 2638.91 ms [2021-01-22 09:16:55 main:574] : INFO : Epoch 963 | loss: 0.0311516 | val_loss: 0.0311604 | Time: 2613.35 ms [2021-01-22 09:16:57 main:574] : INFO : Epoch 964 | loss: 0.0311522 | val_loss: 0.0311584 | Time: 2578.37 ms [2021-01-22 09:17:00 main:574] : INFO : Epoch 965 | loss: 0.0311506 | val_loss: 0.0311575 | Time: 2577.19 ms [2021-01-22 09:17:03 main:574] : INFO : Epoch 966 | loss: 0.0311527 | val_loss: 0.0311636 | Time: 2561.79 ms [2021-01-22 09:17:05 main:574] : INFO : Epoch 967 | loss: 0.0311528 | val_loss: 0.0311579 | Time: 2574.96 ms [2021-01-22 09:17:08 main:574] : INFO : Epoch 968 | loss: 0.0311516 | val_loss: 0.0311577 | Time: 2596.02 ms [2021-01-22 09:17:10 main:574] : INFO : Epoch 969 | loss: 0.0311506 | val_loss: 0.0311582 | Time: 2565.38 ms [2021-01-22 09:17:13 main:574] : INFO : Epoch 970 | loss: 0.0311509 | val_loss: 0.0311622 | Time: 2611.46 ms [2021-01-22 09:17:16 main:574] : INFO : Epoch 971 | loss: 0.0311547 | val_loss: 0.0311587 | Time: 2573.21 ms [2021-01-22 09:17:18 main:574] : INFO : Epoch 972 | loss: 0.0311547 | val_loss: 0.0311651 | Time: 2540.6 ms [2021-01-22 09:17:21 main:574] : INFO : Epoch 973 | loss: 0.031153 | val_loss: 0.0311609 | Time: 2582.67 ms [2021-01-22 09:17:24 main:574] : INFO : Epoch 974 | loss: 0.0311522 | val_loss: 0.0311601 | Time: 2612.23 ms [2021-01-22 09:17:26 main:574] : INFO : Epoch 975 | loss: 0.0311517 | val_loss: 0.0311649 | Time: 2544.14 ms [2021-01-22 09:17:29 main:574] : INFO : Epoch 976 | loss: 0.0311514 | val_loss: 0.0311587 | Time: 2575.27 ms [2021-01-22 09:17:31 main:574] : INFO : Epoch 977 | loss: 0.0311513 | val_loss: 0.0311591 | Time: 2562.14 ms [2021-01-22 09:17:34 main:574] : INFO : Epoch 978 | loss: 0.0311498 | val_loss: 0.0311572 | Time: 2544.88 ms [2021-01-22 09:17:37 main:574] : INFO : Epoch 979 | loss: 0.0311504 | val_loss: 0.0311621 | Time: 2625.26 ms [2021-01-22 09:17:39 main:574] : INFO : Epoch 980 | loss: 0.0311509 | val_loss: 0.0311572 | Time: 2557.85 ms [2021-01-22 09:17:42 main:574] : INFO : Epoch 981 | loss: 0.0311503 | val_loss: 0.0311582 | Time: 2657.3 ms [2021-01-22 09:17:45 main:574] : INFO : Epoch 982 | loss: 0.0311542 | val_loss: 0.0311639 | Time: 2564.93 ms [2021-01-22 09:17:47 main:574] : INFO : Epoch 983 | loss: 0.0311554 | val_loss: 0.0311607 | Time: 2561.54 ms [2021-01-22 09:17:50 main:574] : INFO : Epoch 984 | loss: 0.0311549 | val_loss: 0.0311622 | Time: 2564.36 ms [2021-01-22 09:17:52 main:574] : INFO : Epoch 985 | loss: 0.0311545 | val_loss: 0.0311608 | Time: 2564 ms [2021-01-22 09:17:55 main:574] : INFO : Epoch 986 | loss: 0.0311545 | val_loss: 0.0311615 | Time: 2536.23 ms [2021-01-22 09:17:58 main:574] : INFO : Epoch 987 | loss: 0.0311553 | val_loss: 0.0311672 | Time: 2543.81 ms [2021-01-22 09:18:00 main:574] : INFO : Epoch 988 | loss: 0.0311539 | val_loss: 0.0311612 | Time: 2534.19 ms [2021-01-22 09:18:03 main:574] : INFO : Epoch 989 | loss: 0.0311525 | val_loss: 0.0311613 | Time: 2557.94 ms [2021-01-22 09:18:05 main:574] : INFO : Epoch 990 | loss: 0.0311524 | val_loss: 0.0311648 | Time: 2562.03 ms [2021-01-22 09:18:08 main:574] : INFO : Epoch 991 | loss: 0.0311539 | val_loss: 0.0311613 | Time: 2608.12 ms [2021-01-22 09:18:11 main:574] : INFO : Epoch 992 | loss: 0.0311559 | val_loss: 0.0311648 | Time: 2540.89 ms [2021-01-22 09:18:13 main:574] : INFO : Epoch 993 | loss: 0.0311541 | val_loss: 0.0311643 | Time: 2627.49 ms [2021-01-22 09:18:16 main:574] : INFO : Epoch 994 | loss: 0.0311549 | val_loss: 0.031168 | Time: 2615.31 ms [2021-01-22 09:18:18 main:574] : INFO : Epoch 995 | loss: 0.0311551 | val_loss: 0.0311676 | Time: 2577.66 ms [2021-01-22 09:18:21 main:574] : INFO : Epoch 996 | loss: 0.0311551 | val_loss: 0.0311622 | Time: 2594.55 ms [2021-01-22 09:18:24 main:574] : INFO : Epoch 997 | loss: 0.0311561 | val_loss: 0.0311616 | Time: 2595.93 ms [2021-01-22 09:18:26 main:574] : INFO : Epoch 998 | loss: 0.0311538 | val_loss: 0.0311627 | Time: 2546.89 ms [2021-01-22 09:18:29 main:574] : INFO : Epoch 999 | loss: 0.0311529 | val_loss: 0.0311626 | Time: 2548.28 ms [2021-01-22 09:18:32 main:574] : INFO : Epoch 1000 | loss: 0.031151 | val_loss: 0.031162 | Time: 2648.04 ms [2021-01-22 09:18:34 main:574] : INFO : Epoch 1001 | loss: 0.0311521 | val_loss: 0.0311608 | Time: 2579.19 ms [2021-01-22 09:18:37 main:574] : INFO : Epoch 1002 | loss: 0.0311512 | val_loss: 0.0311632 | Time: 2616.29 ms [2021-01-22 09:18:40 main:574] : INFO : Epoch 1003 | loss: 0.0311512 | val_loss: 0.0311691 | Time: 2576.45 ms [2021-01-22 09:18:42 main:574] : INFO : Epoch 1004 | loss: 0.0311529 | val_loss: 0.0311632 | Time: 2577.03 ms [2021-01-22 09:18:45 main:574] : INFO : Epoch 1005 | loss: 0.0311532 | val_loss: 0.031162 | Time: 2575.68 ms [2021-01-22 09:18:47 main:574] : INFO : Epoch 1006 | loss: 0.0311531 | val_loss: 0.0311613 | Time: 2639.84 ms [2021-01-22 09:18:50 main:574] : INFO : Epoch 1007 | loss: 0.0311515 | val_loss: 0.0311614 | Time: 2605.27 ms [2021-01-22 09:18:53 main:574] : INFO : Epoch 1008 | loss: 0.0311512 | val_loss: 0.0311613 | Time: 2567.23 ms [2021-01-22 09:18:55 main:574] : INFO : Epoch 1009 | loss: 0.0311511 | val_loss: 0.0311632 | Time: 2539.72 ms [2021-01-22 09:18:58 main:574] : INFO : Epoch 1010 | loss: 0.0311534 | val_loss: 0.031165 | Time: 2656.58 ms [2021-01-22 09:19:01 main:574] : INFO : Epoch 1011 | loss: 0.031152 | val_loss: 0.0311624 | Time: 2532.97 ms [2021-01-22 09:19:03 main:574] : INFO : Epoch 1012 | loss: 0.0311517 | val_loss: 0.0311621 | Time: 2609.25 ms [2021-01-22 09:19:06 main:574] : INFO : Epoch 1013 | loss: 0.0311506 | val_loss: 0.0311613 | Time: 2557.54 ms [2021-01-22 09:19:08 main:574] : INFO : Epoch 1014 | loss: 0.0311509 | val_loss: 0.0311612 | Time: 2534.99 ms [2021-01-22 09:19:11 main:574] : INFO : Epoch 1015 | loss: 0.031152 | val_loss: 0.031164 | Time: 2654.63 ms [2021-01-22 09:19:14 main:574] : INFO : Epoch 1016 | loss: 0.0311519 | val_loss: 0.0311618 | Time: 2595.54 ms [2021-01-22 09:19:16 main:574] : INFO : Epoch 1017 | loss: 0.0311511 | val_loss: 0.0311616 | Time: 2600.7 ms [2021-01-22 09:19:19 main:574] : INFO : Epoch 1018 | loss: 0.0311512 | val_loss: 0.0311674 | Time: 2593.81 ms [2021-01-22 09:19:22 main:574] : INFO : Epoch 1019 | loss: 0.0311513 | val_loss: 0.0311613 | Time: 2657.87 ms [2021-01-22 09:19:24 main:574] : INFO : Epoch 1020 | loss: 0.031152 | val_loss: 0.0311623 | Time: 2603.12 ms [2021-01-22 09:19:27 main:574] : INFO : Epoch 1021 | loss: 0.0311545 | val_loss: 0.0311612 | Time: 2615.22 ms [2021-01-22 09:19:30 main:574] : INFO : Epoch 1022 | loss: 0.0311538 | val_loss: 0.031164 | Time: 2558.76 ms [2021-01-22 09:19:32 main:574] : INFO : Epoch 1023 | loss: 0.0311522 | val_loss: 0.0311614 | Time: 2567.61 ms [2021-01-22 09:19:35 main:574] : INFO : Epoch 1024 | loss: 0.0311529 | val_loss: 0.0311607 | Time: 2558.16 ms [2021-01-22 09:19:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311607 [2021-01-22 09:19:35 main:603] : INFO : Saving end state to config to file [2021-01-22 09:19:35 main:608] : INFO : Success, exiting.. 09:19:35 (12556): 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)