Task 3748426
| Name | ParityModified-1606530824-10197-14_1 |
| Workunit | 1924097 |
| Created | 21 Jan 2021, 7:37:14 UTC |
| Sent | 21 Jan 2021, 9:24:19 UTC |
| Report deadline | 28 Jan 2021, 9:24:19 UTC |
| Received | 21 Jan 2021, 14:55:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2874 |
| Run time | 46 min 22 sec |
| CPU time | 38 min 31 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 8,879.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : Epoch 514 | loss: 0.0311967 | val_loss: 0.0311966 | Time: 2641.02 ms [2021-01-21 05:31:40 main:574] : INFO : Epoch 515 | loss: 0.0311994 | val_loss: 0.031191 | Time: 2769.15 ms [2021-01-21 05:31:43 main:574] : INFO : Epoch 516 | loss: 0.0311951 | val_loss: 0.0311975 | Time: 2579.88 ms [2021-01-21 05:31:45 main:574] : INFO : Epoch 517 | loss: 0.0311936 | val_loss: 0.0311912 | Time: 2626.6 ms [2021-01-21 05:31:48 main:574] : INFO : Epoch 518 | loss: 0.0311949 | val_loss: 0.0311968 | Time: 2606.2 ms [2021-01-21 05:31:51 main:574] : INFO : Epoch 519 | loss: 0.0311969 | val_loss: 0.0311921 | Time: 2684.86 ms [2021-01-21 05:31:53 main:574] : INFO : Epoch 520 | loss: 0.0311956 | val_loss: 0.0311929 | Time: 2650.95 ms [2021-01-21 05:31:56 main:574] : INFO : Epoch 521 | loss: 0.0311945 | val_loss: 0.031191 | Time: 2677.38 ms [2021-01-21 05:31:59 main:574] : INFO : Epoch 522 | loss: 0.0311966 | val_loss: 0.0311921 | Time: 2625.07 ms [2021-01-21 05:32:02 main:574] : INFO : Epoch 523 | loss: 0.0311932 | val_loss: 0.0311917 | Time: 2638.67 ms [2021-01-21 05:32:04 main:574] : INFO : Epoch 524 | loss: 0.0311935 | val_loss: 0.0311915 | Time: 2601.12 ms [2021-01-21 05:32:07 main:574] : INFO : Epoch 525 | loss: 0.0311933 | val_loss: 0.0311927 | Time: 2715.59 ms [2021-01-21 05:32:10 main:574] : INFO : Epoch 526 | loss: 0.0311942 | val_loss: 0.031199 | Time: 2651.59 ms [2021-01-21 05:32:13 main:574] : INFO : Epoch 527 | loss: 0.0312027 | val_loss: 0.0312061 | Time: 2728.44 ms [2021-01-21 05:32:15 main:574] : INFO : Epoch 528 | loss: 0.0312011 | val_loss: 0.031191 | Time: 2715.54 ms [2021-01-21 05:32:18 main:574] : INFO : Epoch 529 | loss: 0.0311974 | val_loss: 0.0311931 | Time: 2570.65 ms [2021-01-21 05:32:21 main:574] : INFO : Epoch 530 | loss: 0.0311974 | val_loss: 0.0311954 | Time: 2626.63 ms [2021-01-21 05:32:23 main:574] : INFO : Epoch 531 | loss: 0.0311981 | val_loss: 0.0311943 | Time: 2653.74 ms [2021-01-21 05:32:26 main:574] : INFO : Epoch 532 | loss: 0.0311942 | val_loss: 0.0311901 | Time: 2706.25 ms [2021-01-21 05:32:29 main:574] : INFO : Epoch 533 | loss: 0.0311924 | val_loss: 0.0311892 | Time: 2609 ms [2021-01-21 05:32:32 main:574] : INFO : Epoch 534 | loss: 0.0311939 | val_loss: 0.0311881 | Time: 2621.53 ms [2021-01-21 05:32:34 main:574] : INFO : Epoch 535 | loss: 0.0311937 | val_loss: 0.0311891 | Time: 2620.47 ms [2021-01-21 05:32:37 main:574] : INFO : Epoch 536 | loss: 0.0311949 | val_loss: 0.0311925 | Time: 2641.63 ms [2021-01-21 05:32:40 main:574] : INFO : Epoch 537 | loss: 0.0311951 | val_loss: 0.0311984 | Time: 2607.67 ms [2021-01-21 05:32:42 main:574] : INFO : Epoch 538 | loss: 0.0311952 | val_loss: 0.0311959 | Time: 2651.05 ms [2021-01-21 05:32:45 main:574] : INFO : Epoch 539 | loss: 0.0311925 | val_loss: 0.0311943 | Time: 2612.38 ms [2021-01-21 05:32:48 main:574] : INFO : Epoch 540 | loss: 0.0311922 | val_loss: 0.0311893 | Time: 2668.75 ms [2021-01-21 05:32:50 main:574] : INFO : Epoch 541 | loss: 0.0311907 | val_loss: 0.0311905 | Time: 2572.74 ms [2021-01-21 05:32:53 main:574] : INFO : Epoch 542 | loss: 0.0311928 | val_loss: 0.0311925 | Time: 2662.36 ms [2021-01-21 05:32:56 main:574] : INFO : Epoch 543 | loss: 0.0311916 | val_loss: 0.0311911 | Time: 2631.5 ms [2021-01-21 05:32:59 main:574] : INFO : Epoch 544 | loss: 0.0311911 | val_loss: 0.0311989 | Time: 2591.85 ms [2021-01-21 05:33:01 main:574] : INFO : Epoch 545 | loss: 0.031194 | val_loss: 0.0311877 | Time: 2708.64 ms [2021-01-21 05:33:04 main:574] : INFO : Epoch 546 | loss: 0.0311914 | val_loss: 0.0311878 | Time: 2700.98 ms [2021-01-21 05:33:07 main:574] : INFO : Epoch 547 | loss: 0.0311884 | val_loss: 0.0311878 | Time: 2732.1 ms [2021-01-21 05:33:10 main:574] : INFO : Epoch 548 | loss: 0.0311887 | val_loss: 0.0311846 | Time: 2726.02 ms [2021-01-21 05:33:12 main:574] : INFO : Epoch 549 | loss: 0.0311878 | val_loss: 0.031186 | Time: 2457.67 ms [2021-01-21 05:33:15 main:574] : INFO : Epoch 550 | loss: 0.0311917 | val_loss: 0.0311851 | Time: 2623.43 ms [2021-01-21 05:33:18 main:574] : INFO : Epoch 551 | loss: 0.0311921 | val_loss: 0.0311972 | Time: 2591.36 ms [2021-01-21 05:33:20 main:574] : INFO : Epoch 552 | loss: 0.0311916 | val_loss: 0.0311951 | Time: 2649.1 ms [2021-01-21 05:33:23 main:574] : INFO : Epoch 553 | loss: 0.03119 | val_loss: 0.0311853 | Time: 2468.86 ms [2021-01-21 05:33:26 main:574] : INFO : Epoch 554 | loss: 0.0311858 | val_loss: 0.0311845 | Time: 2800.25 ms [2021-01-21 05:33:29 main:574] : INFO : Epoch 555 | loss: 0.0311858 | val_loss: 0.0311835 | Time: 2627.37 ms [2021-01-21 05:33:31 main:574] : INFO : Epoch 556 | loss: 0.0311858 | val_loss: 0.0311864 | Time: 2559.26 ms [2021-01-21 05:33:34 main:574] : INFO : Epoch 557 | loss: 0.031191 | val_loss: 0.0311895 | Time: 2664.78 ms [2021-01-21 05:33:37 main:574] : INFO : Epoch 558 | loss: 0.0311879 | val_loss: 0.0311937 | Time: 2661.73 ms [2021-01-21 05:33:39 main:574] : INFO : Epoch 559 | loss: 0.0311871 | val_loss: 0.0311831 | Time: 2646.42 ms [2021-01-21 05:33:42 main:574] : INFO : Epoch 560 | loss: 0.031185 | val_loss: 0.0311912 | Time: 2653.43 ms [2021-01-21 05:33:45 main:574] : INFO : Epoch 561 | loss: 0.0311883 | val_loss: 0.0311961 | Time: 2599.2 ms [2021-01-21 05:33:47 main:574] : INFO : Epoch 562 | loss: 0.0311867 | val_loss: 0.0311826 | Time: 2576.1 ms [2021-01-21 05:33:50 main:574] : INFO : Epoch 563 | loss: 0.0311848 | val_loss: 0.0311824 | Time: 2524.38 ms [2021-01-21 05:33:53 main:574] : INFO : Epoch 564 | loss: 0.0311854 | val_loss: 0.0311825 | Time: 2574.97 ms [2021-01-21 05:33:55 main:574] : INFO : Epoch 565 | loss: 0.0311855 | val_loss: 0.0311881 | Time: 2731.5 ms [2021-01-21 05:33:58 main:574] : INFO : Epoch 566 | loss: 0.0311856 | val_loss: 0.0311872 | Time: 2705.18 ms [2021-01-21 05:34:01 main:574] : INFO : Epoch 567 | loss: 0.0311854 | val_loss: 0.0311895 | Time: 2617.26 ms [2021-01-21 05:34:04 main:574] : INFO : Epoch 568 | loss: 0.0311856 | val_loss: 0.0311829 | Time: 2623.23 ms [2021-01-21 05:34:06 main:574] : INFO : Epoch 569 | loss: 0.0311847 | val_loss: 0.0311842 | Time: 2671.92 ms [2021-01-21 05:34:09 main:574] : INFO : Epoch 570 | loss: 0.0311837 | val_loss: 0.0311849 | Time: 2854.02 ms [2021-01-21 05:34:12 main:574] : INFO : Epoch 571 | loss: 0.0311837 | val_loss: 0.0311825 | Time: 2698 ms [2021-01-21 05:34:15 main:574] : INFO : Epoch 572 | loss: 0.0311852 | val_loss: 0.0311948 | Time: 2649.6 ms [2021-01-21 05:34:17 main:574] : INFO : Epoch 573 | loss: 0.0311869 | val_loss: 0.0311865 | Time: 2650.2 ms [2021-01-21 05:34:20 main:574] : INFO : Epoch 574 | loss: 0.0311831 | val_loss: 0.031183 | Time: 2685.28 ms [2021-01-21 05:34:23 main:574] : INFO : Epoch 575 | loss: 0.0311826 | val_loss: 0.0311819 | Time: 2551.53 ms [2021-01-21 05:34:25 main:574] : INFO : Epoch 576 | loss: 0.0311828 | val_loss: 0.0311851 | Time: 2443.65 ms [2021-01-21 05:34:28 main:574] : INFO : Epoch 577 | loss: 0.031182 | val_loss: 0.0311812 | Time: 2398.29 ms [2021-01-21 05:34:30 main:574] : INFO : Epoch 578 | loss: 0.0311808 | val_loss: 0.0311821 | Time: 2609.76 ms [2021-01-21 05:34:33 main:574] : INFO : Epoch 579 | loss: 0.0311836 | val_loss: 0.0311802 | Time: 2647.22 ms [2021-01-21 05:34:36 main:574] : INFO : Epoch 580 | loss: 0.0311822 | val_loss: 0.031184 | Time: 2739.41 ms [2021-01-21 05:34:38 main:574] : INFO : Epoch 581 | loss: 0.0311834 | val_loss: 0.0311809 | Time: 2602.84 ms [2021-01-21 05:34:41 main:574] : INFO : Epoch 582 | loss: 0.0311833 | val_loss: 0.0311795 | Time: 2615.32 ms [2021-01-21 05:34:44 main:574] : INFO : Epoch 583 | loss: 0.031186 | val_loss: 0.031184 | Time: 2629.64 ms [2021-01-21 05:34:46 main:574] : INFO : Epoch 584 | loss: 0.0311814 | val_loss: 0.0311826 | Time: 2318.82 ms [2021-01-21 05:34:49 main:574] : INFO : Epoch 585 | loss: 0.031182 | val_loss: 0.0311828 | Time: 2462.3 ms [2021-01-21 05:34:51 main:574] : INFO : Epoch 586 | loss: 0.0311831 | val_loss: 0.0311806 | Time: 2621.67 ms [2021-01-21 05:34:54 main:574] : INFO : Epoch 587 | loss: 0.031183 | val_loss: 0.0311797 | Time: 2529.9 ms [2021-01-21 05:34:56 main:574] : INFO : Epoch 588 | loss: 0.0311824 | val_loss: 0.031181 | Time: 2342.64 ms [2021-01-21 05:34:59 main:574] : INFO : Epoch 589 | loss: 0.0311838 | val_loss: 0.0311803 | Time: 2323.82 ms [2021-01-21 05:35:01 main:574] : INFO : Epoch 590 | loss: 0.0311819 | val_loss: 0.0311791 | Time: 2643.78 ms [2021-01-21 05:35:04 main:574] : INFO : Epoch 591 | loss: 0.0311823 | val_loss: 0.0311777 | Time: 2684.62 ms [2021-01-21 05:35:07 main:574] : INFO : Epoch 592 | loss: 0.0311796 | val_loss: 0.0311782 | Time: 2668.37 ms [2021-01-21 05:35:10 main:574] : INFO : Epoch 593 | loss: 0.0311813 | val_loss: 0.0311803 | Time: 2751.63 ms [2021-01-21 05:35:12 main:574] : INFO : Epoch 594 | loss: 0.0311815 | val_loss: 0.0311781 | Time: 2631.03 ms [2021-01-21 05:35:15 main:574] : INFO : Epoch 595 | loss: 0.0311795 | val_loss: 0.0311791 | Time: 2520.49 ms [2021-01-21 05:35:18 main:574] : INFO : Epoch 596 | loss: 0.0311784 | val_loss: 0.0311784 | Time: 2653.28 ms [2021-01-21 05:35:20 main:574] : INFO : Epoch 597 | loss: 0.0311779 | val_loss: 0.0311849 | Time: 2756.32 ms [2021-01-21 05:35:23 main:574] : INFO : Epoch 598 | loss: 0.0311797 | val_loss: 0.0311766 | Time: 2647.53 ms [2021-01-21 05:35:26 main:574] : INFO : Epoch 599 | loss: 0.0311776 | val_loss: 0.031181 | Time: 2768.46 ms [2021-01-21 05:35:29 main:574] : INFO : Epoch 600 | loss: 0.0311782 | val_loss: 0.0311774 | Time: 2671.51 ms [2021-01-21 05:35:31 main:574] : INFO : Epoch 601 | loss: 0.0311823 | val_loss: 0.0311803 | Time: 2677.3 ms [2021-01-21 05:35:34 main:574] : INFO : Epoch 602 | loss: 0.0311777 | val_loss: 0.031179 | Time: 2712.21 ms [2021-01-21 05:35:37 main:574] : INFO : Epoch 603 | loss: 0.0311792 | val_loss: 0.0311819 | Time: 2732.77 ms [2021-01-21 05:35:40 main:574] : INFO : Epoch 604 | loss: 0.0311838 | val_loss: 0.0311961 | Time: 2678.08 ms [2021-01-21 05:35:42 main:574] : INFO : Epoch 605 | loss: 0.0311814 | val_loss: 0.0311774 | Time: 2682.77 ms [2021-01-21 05:35:45 main:574] : INFO : Epoch 606 | loss: 0.031177 | val_loss: 0.0311756 | Time: 2701.28 ms [2021-01-21 05:35:48 main:574] : INFO : Epoch 607 | loss: 0.0311754 | val_loss: 0.0311764 | Time: 2529.41 ms [2021-01-21 05:35:50 main:574] : INFO : Epoch 608 | loss: 0.0311754 | val_loss: 0.0311747 | Time: 2603.53 ms [2021-01-21 05:35:53 main:574] : INFO : Epoch 609 | loss: 0.0311751 | val_loss: 0.0311761 | Time: 2592.71 ms [2021-01-21 05:35:56 main:574] : INFO : Epoch 610 | loss: 0.0311765 | val_loss: 0.0311868 | Time: 2629.65 ms [2021-01-21 05:35:59 main:574] : INFO : Epoch 611 | loss: 0.0311806 | val_loss: 0.0311748 | Time: 2637.68 ms [2021-01-21 05:36:01 main:574] : INFO : Epoch 612 | loss: 0.0311764 | val_loss: 0.0311771 | Time: 2808.06 ms [2021-01-21 05:36:04 main:574] : INFO : Epoch 613 | loss: 0.0311759 | val_loss: 0.031178 | Time: 2727.33 ms [2021-01-21 05:36:07 main:574] : INFO : Epoch 614 | loss: 0.0311787 | val_loss: 0.0311756 | Time: 2588.81 ms [2021-01-21 05:36:10 main:574] : INFO : Epoch 615 | loss: 0.0311772 | val_loss: 0.0311762 | Time: 2589.16 ms [2021-01-21 05:36:12 main:574] : INFO : Epoch 616 | loss: 0.0311743 | val_loss: 0.0311757 | Time: 2638.32 ms [2021-01-21 05:36:15 main:574] : INFO : Epoch 617 | loss: 0.0311743 | val_loss: 0.0311787 | Time: 2704.19 ms [2021-01-21 05:36:18 main:574] : INFO : Epoch 618 | loss: 0.0311783 | val_loss: 0.0311776 | Time: 2648.11 ms [2021-01-21 05:36:21 main:574] : INFO : Epoch 619 | loss: 0.0311747 | val_loss: 0.0311752 | Time: 2740.13 ms [2021-01-21 05:36:23 main:574] : INFO : Epoch 620 | loss: 0.0311745 | val_loss: 0.0311749 | Time: 2674.21 ms [2021-01-21 05:36:26 main:574] : INFO : Epoch 621 | loss: 0.0311746 | val_loss: 0.0311754 | Time: 2636.1 ms [2021-01-21 05:36:29 main:574] : INFO : Epoch 622 | loss: 0.0311745 | val_loss: 0.0311796 | Time: 2668.32 ms [2021-01-21 05:36:31 main:574] : INFO : Epoch 623 | loss: 0.0311734 | val_loss: 0.031176 | Time: 2658.71 ms [2021-01-21 05:36:34 main:574] : INFO : Epoch 624 | loss: 0.0311747 | val_loss: 0.0311761 | Time: 2678.47 ms [2021-01-21 05:36:37 main:574] : INFO : Epoch 625 | loss: 0.0311739 | val_loss: 0.0311815 | Time: 2495.02 ms [2021-01-21 05:36:39 main:574] : INFO : Epoch 626 | loss: 0.0311793 | val_loss: 0.0311785 | Time: 2617.2 ms [2021-01-21 05:36:42 main:574] : INFO : Epoch 627 | loss: 0.0311777 | val_loss: 0.031175 | Time: 2687.41 ms [2021-01-21 05:36:45 main:574] : INFO : Epoch 628 | loss: 0.0311766 | val_loss: 0.0311795 | Time: 2648.56 ms [2021-01-21 05:36:48 main:574] : INFO : Epoch 629 | loss: 0.031175 | val_loss: 0.0311775 | Time: 2724.06 ms [2021-01-21 05:36:50 main:574] : INFO : Epoch 630 | loss: 0.0311764 | val_loss: 0.0311776 | Time: 2733.09 ms [2021-01-21 05:36:53 main:574] : INFO : Epoch 631 | loss: 0.0311752 | val_loss: 0.0311774 | Time: 2704.2 ms [2021-01-21 05:36:56 main:574] : INFO : Epoch 632 | loss: 0.0311757 | val_loss: 0.0311773 | Time: 2558.91 ms [2021-01-21 05:36:58 main:574] : INFO : Epoch 633 | loss: 0.0311765 | val_loss: 0.0311934 | Time: 2616.02 ms [2021-01-21 05:37:01 main:574] : INFO : Epoch 634 | loss: 0.0311768 | val_loss: 0.0311767 | Time: 2703.31 ms [2021-01-21 05:37:04 main:574] : INFO : Epoch 635 | loss: 0.0311771 | val_loss: 0.031184 | Time: 2682.9 ms [2021-01-21 05:37:07 main:574] : INFO : Epoch 636 | loss: 0.031179 | val_loss: 0.0311847 | Time: 2683.45 ms [2021-01-21 05:37:09 main:574] : INFO : Epoch 637 | loss: 0.0311768 | val_loss: 0.031178 | Time: 2702.68 ms [2021-01-21 05:37:12 main:574] : INFO : Epoch 638 | loss: 0.0311751 | val_loss: 0.0311822 | Time: 2746.33 ms [2021-01-21 05:37:15 main:574] : INFO : Epoch 639 | loss: 0.0311759 | val_loss: 0.0311768 | Time: 2650.65 ms [2021-01-21 05:37:18 main:574] : INFO : Epoch 640 | loss: 0.0311755 | val_loss: 0.0311815 | Time: 2739.97 ms [2021-01-21 05:37:21 main:574] : INFO : Epoch 641 | loss: 0.0311786 | val_loss: 0.0311876 | Time: 2675.8 ms [2021-01-21 05:37:23 main:574] : INFO : Epoch 642 | loss: 0.0311783 | val_loss: 0.0311768 | Time: 2619.75 ms [2021-01-21 05:37:26 main:574] : INFO : Epoch 643 | loss: 0.0311726 | val_loss: 0.03118 | Time: 2648.08 ms [2021-01-21 05:37:29 main:574] : INFO : Epoch 644 | loss: 0.0311727 | val_loss: 0.0311889 | Time: 2628.41 ms [2021-01-21 05:37:31 main:574] : INFO : Epoch 645 | loss: 0.0311776 | val_loss: 0.0311765 | Time: 2626.46 ms [2021-01-21 05:37:34 main:574] : INFO : Epoch 646 | loss: 0.0311735 | val_loss: 0.0311801 | Time: 2731.43 ms [2021-01-21 05:37:37 main:574] : INFO : Epoch 647 | loss: 0.0311746 | val_loss: 0.0311792 | Time: 2681.3 ms [2021-01-21 05:37:40 main:574] : INFO : Epoch 648 | loss: 0.0311742 | val_loss: 0.0311765 | Time: 2704.94 ms [2021-01-21 05:37:42 main:574] : INFO : Epoch 649 | loss: 0.0311726 | val_loss: 0.0311779 | Time: 2568.64 ms [2021-01-21 05:37:45 main:574] : INFO : Epoch 650 | loss: 0.0311716 | val_loss: 0.0311766 | Time: 2631.67 ms [2021-01-21 05:37:48 main:574] : INFO : Epoch 651 | loss: 0.0311721 | val_loss: 0.0311765 | Time: 2725.62 ms [2021-01-21 05:37:50 main:574] : INFO : Epoch 652 | loss: 0.0311736 | val_loss: 0.031177 | Time: 2705.82 ms [2021-01-21 05:37:53 main:574] : INFO : Epoch 653 | loss: 0.0311756 | val_loss: 0.0311821 | Time: 2595.47 ms [2021-01-21 05:37:56 main:574] : INFO : Epoch 654 | loss: 0.0311747 | val_loss: 0.0311792 | Time: 2752.72 ms [2021-01-21 05:37:59 main:574] : INFO : Epoch 655 | loss: 0.0311733 | val_loss: 0.0311775 | Time: 2719.46 ms [2021-01-21 05:38:02 main:574] : INFO : Epoch 656 | loss: 0.0311722 | val_loss: 0.0311789 | Time: 2733.34 ms [2021-01-21 05:38:04 main:574] : INFO : Epoch 657 | loss: 0.0311729 | val_loss: 0.0311758 | Time: 2659.43 ms [2021-01-21 05:38:07 main:574] : INFO : Epoch 658 | loss: 0.0311708 | val_loss: 0.0311767 | Time: 2622.49 ms [2021-01-21 05:38:10 main:574] : INFO : Epoch 659 | loss: 0.0311717 | val_loss: 0.0311785 | Time: 2599.21 ms [2021-01-21 05:38:12 main:574] : INFO : Epoch 660 | loss: 0.0311715 | val_loss: 0.0311751 | Time: 2626.16 ms [2021-01-21 05:38:15 main:574] : INFO : Epoch 661 | loss: 0.031172 | val_loss: 0.0311768 | Time: 2642.17 ms [2021-01-21 05:38:18 main:574] : INFO : Epoch 662 | loss: 0.0311725 | val_loss: 0.0311778 | Time: 2642.14 ms [2021-01-21 05:38:21 main:574] : INFO : Epoch 663 | loss: 0.0311714 | val_loss: 0.0311771 | Time: 2680.24 ms [2021-01-21 05:38:23 main:574] : INFO : Epoch 664 | loss: 0.0311708 | val_loss: 0.0311787 | Time: 2622.22 ms [2021-01-21 05:38:26 main:574] : INFO : Epoch 665 | loss: 0.0311715 | val_loss: 0.0311807 | Time: 2680.76 ms [2021-01-21 05:38:29 main:574] : INFO : Epoch 666 | loss: 0.0311754 | val_loss: 0.0311822 | Time: 2640.46 ms [2021-01-21 05:38:31 main:574] : INFO : Epoch 667 | loss: 0.031178 | val_loss: 0.0311774 | Time: 2681.03 ms [2021-01-21 05:38:34 main:574] : INFO : Epoch 668 | loss: 0.0311787 | val_loss: 0.0311822 | Time: 2635.43 ms [2021-01-21 05:38:37 main:574] : INFO : Epoch 669 | loss: 0.0311803 | val_loss: 0.0311824 | Time: 2755.62 ms [2021-01-21 05:38:40 main:574] : INFO : Epoch 670 | loss: 0.0311793 | val_loss: 0.0311815 | Time: 2715.16 ms [2021-01-21 05:38:42 main:574] : INFO : Epoch 671 | loss: 0.0311779 | val_loss: 0.0311814 | Time: 2642.72 ms [2021-01-21 05:38:45 main:574] : INFO : Epoch 672 | loss: 0.0311795 | val_loss: 0.0311809 | Time: 2679.83 ms [2021-01-21 05:38:48 main:574] : INFO : Epoch 673 | loss: 0.0311754 | val_loss: 0.0311774 | Time: 2713.9 ms [2021-01-21 05:38:51 main:574] : INFO : Epoch 674 | loss: 0.031177 | val_loss: 0.0311779 | Time: 2802.75 ms [2021-01-21 05:38:53 main:574] : INFO : Epoch 675 | loss: 0.0311755 | val_loss: 0.0311797 | Time: 2640.53 ms [2021-01-21 05:38:56 main:574] : INFO : Epoch 676 | loss: 0.0311747 | val_loss: 0.0311782 | Time: 2629.48 ms [2021-01-21 05:38:59 main:574] : INFO : Epoch 677 | loss: 0.0311741 | val_loss: 0.0311766 | Time: 2640.52 ms [2021-01-21 05:39:02 main:574] : INFO : Epoch 678 | loss: 0.031175 | val_loss: 0.0311767 | Time: 2652.71 ms [2021-01-21 05:39:04 main:574] : INFO : Epoch 679 | loss: 0.0311742 | val_loss: 0.0311769 | Time: 2568.64 ms [2021-01-21 05:39:07 main:574] : INFO : Epoch 680 | loss: 0.0311747 | val_loss: 0.031179 | Time: 2638.07 ms [2021-01-21 05:39:10 main:574] : INFO : Epoch 681 | loss: 0.0311755 | val_loss: 0.031177 | Time: 2673.62 ms [2021-01-21 05:39:12 main:574] : INFO : Epoch 682 | loss: 0.0311772 | val_loss: 0.0311772 | Time: 2544.17 ms [2021-01-21 05:39:15 main:574] : INFO : Epoch 683 | loss: 0.0311749 | val_loss: 0.0311784 | Time: 2699.79 ms [2021-01-21 05:39:18 main:574] : INFO : Epoch 684 | loss: 0.0311749 | val_loss: 0.0311785 | Time: 2717.72 ms [2021-01-21 05:39:20 main:574] : INFO : Epoch 685 | loss: 0.0311736 | val_loss: 0.0311811 | Time: 2746.04 ms [2021-01-21 05:39:23 main:574] : INFO : Epoch 686 | loss: 0.0311744 | val_loss: 0.0311808 | Time: 2583.25 ms [2021-01-21 05:39:26 main:574] : INFO : Epoch 687 | loss: 0.0311795 | val_loss: 0.0311771 | Time: 2575.99 ms [2021-01-21 05:39:28 main:574] : INFO : Epoch 688 | loss: 0.0311768 | val_loss: 0.0311781 | Time: 2638.7 ms [2021-01-21 05:39:31 main:574] : INFO : Epoch 689 | loss: 0.0311738 | val_loss: 0.0311786 | Time: 2559.81 ms [2021-01-21 05:39:34 main:574] : INFO : Epoch 690 | loss: 0.0311747 | val_loss: 0.031176 | Time: 2655.01 ms [2021-01-21 05:39:37 main:574] : INFO : Epoch 691 | loss: 0.0311725 | val_loss: 0.0311762 | Time: 2706.8 ms [2021-01-21 05:39:39 main:574] : INFO : Epoch 692 | loss: 0.0311723 | val_loss: 0.0311793 | Time: 2696.53 ms [2021-01-21 05:39:42 main:574] : INFO : Epoch 693 | loss: 0.0311733 | val_loss: 0.0311776 | Time: 2710.42 ms [2021-01-21 05:39:45 main:574] : INFO : Epoch 694 | loss: 0.0311758 | val_loss: 0.0311809 | Time: 2696.88 ms [2021-01-21 05:39:48 main:574] : INFO : Epoch 695 | loss: 0.0311736 | val_loss: 0.0311767 | Time: 2688.64 ms [2021-01-21 05:39:50 main:574] : INFO : Epoch 696 | loss: 0.0311729 | val_loss: 0.0311778 | Time: 2659.03 ms [2021-01-21 05:39:53 main:574] : INFO : Epoch 697 | loss: 0.0311724 | val_loss: 0.0311788 | Time: 2656.24 ms [2021-01-21 05:39:56 main:574] : INFO : Epoch 698 | loss: 0.0311724 | val_loss: 0.0311837 | Time: 2682.93 ms [2021-01-21 05:39:58 main:574] : INFO : Epoch 699 | loss: 0.0311727 | val_loss: 0.0311779 | Time: 2679.1 ms [2021-01-21 05:40:01 main:574] : INFO : Epoch 700 | loss: 0.0311735 | val_loss: 0.0311815 | Time: 2620.26 ms [2021-01-21 05:40:04 main:574] : INFO : Epoch 701 | loss: 0.0311732 | val_loss: 0.0311791 | Time: 2667.24 ms [2021-01-21 05:40:07 main:574] : INFO : Epoch 702 | loss: 0.0311752 | val_loss: 0.0311836 | Time: 2710.52 ms [2021-01-21 05:40:09 main:574] : INFO : Epoch 703 | loss: 0.0311731 | val_loss: 0.0311772 | Time: 2569.85 ms [2021-01-21 05:40:12 main:574] : INFO : Epoch 704 | loss: 0.0311718 | val_loss: 0.0311761 | Time: 2564.4 ms [2021-01-21 05:40:15 main:574] : INFO : Epoch 705 | loss: 0.0311726 | val_loss: 0.0311751 | Time: 2676.86 ms [2021-01-21 05:40:18 main:574] : INFO : Epoch 706 | loss: 0.031173 | val_loss: 0.031179 | Time: 2662.98 ms [2021-01-21 05:40:20 main:574] : INFO : Epoch 707 | loss: 0.0311733 | val_loss: 0.0311753 | Time: 2666.55 ms [2021-01-21 05:40:23 main:574] : INFO : Epoch 708 | loss: 0.0311728 | val_loss: 0.0311789 | Time: 2700.32 ms [2021-01-21 05:40:26 main:574] : INFO : Epoch 709 | loss: 0.0311726 | val_loss: 0.0311747 | Time: 2763.64 ms [2021-01-21 05:40:29 main:574] : INFO : Epoch 710 | loss: 0.0311702 | val_loss: 0.0311752 | Time: 2630.93 ms [2021-01-21 05:40:31 main:574] : INFO : Epoch 711 | loss: 0.0311718 | val_loss: 0.0311749 | Time: 2594.83 ms [2021-01-21 05:40:34 main:574] : INFO : Epoch 712 | loss: 0.0311748 | val_loss: 0.0311772 | Time: 2640.33 ms [2021-01-21 05:40:37 main:574] : INFO : Epoch 713 | loss: 0.0311747 | val_loss: 0.0311752 | Time: 2671.18 ms [2021-01-21 05:40:39 main:574] : INFO : Epoch 714 | loss: 0.0311712 | val_loss: 0.0311769 | Time: 2652.67 ms [2021-01-21 05:40:42 main:574] : INFO : Epoch 715 | loss: 0.0311695 | val_loss: 0.0311772 | Time: 2764.73 ms [2021-01-21 05:40:45 main:574] : INFO : Epoch 716 | loss: 0.0311703 | val_loss: 0.0311747 | Time: 2716.09 ms [2021-01-21 05:40:48 main:574] : INFO : Epoch 717 | loss: 0.0311694 | val_loss: 0.0311755 | Time: 2628.81 ms [2021-01-21 05:40:51 main:574] : INFO : Epoch 718 | loss: 0.0311706 | val_loss: 0.0311751 | Time: 2630.8 ms [2021-01-21 05:40:53 main:574] : INFO : Epoch 719 | loss: 0.0311693 | val_loss: 0.0311755 | Time: 2680.32 ms [2021-01-21 05:40:56 main:574] : INFO : Epoch 720 | loss: 0.0311703 | val_loss: 0.0311752 | Time: 2649.95 ms [2021-01-21 05:40:59 main:574] : INFO : Epoch 721 | loss: 0.031172 | val_loss: 0.0311764 | Time: 2564.77 ms [2021-01-21 05:41:01 main:574] : INFO : Epoch 722 | loss: 0.0311708 | val_loss: 0.0311756 | Time: 2666.04 ms [2021-01-21 05:41:04 main:574] : INFO : Epoch 723 | loss: 0.0311715 | val_loss: 0.0311849 | Time: 2682.24 ms [2021-01-21 05:41:07 main:574] : INFO : Epoch 724 | loss: 0.0311736 | val_loss: 0.0311747 | Time: 2704.55 ms [2021-01-21 05:41:10 main:574] : INFO : Epoch 725 | loss: 0.0311698 | val_loss: 0.0311744 | Time: 2774.24 ms [2021-01-21 05:41:12 main:574] : INFO : Epoch 726 | loss: 0.0311718 | val_loss: 0.0311748 | Time: 2716.47 ms [2021-01-21 05:41:15 main:574] : INFO : Epoch 727 | loss: 0.0311699 | val_loss: 0.0311771 | Time: 2656.79 ms [2021-01-21 05:41:18 main:574] : INFO : Epoch 728 | loss: 0.0311711 | val_loss: 0.0311753 | Time: 2714.2 ms [2021-01-21 05:41:20 main:574] : INFO : Epoch 729 | loss: 0.03117 | val_loss: 0.0311772 | Time: 2612.52 ms [2021-01-21 05:41:23 main:574] : INFO : Epoch 730 | loss: 0.0311692 | val_loss: 0.0311776 | Time: 2572.3 ms [2021-01-21 05:41:26 main:574] : INFO : Epoch 731 | loss: 0.0311746 | val_loss: 0.0311803 | Time: 2667.5 ms [2021-01-21 05:41:28 main:574] : INFO : Epoch 732 | loss: 0.0311719 | val_loss: 0.0311775 | Time: 2588.73 ms [2021-01-21 05:41:31 main:574] : INFO : Epoch 733 | loss: 0.0311738 | val_loss: 0.0311753 | Time: 2530.94 ms [2021-01-21 05:41:34 main:574] : INFO : Epoch 734 | loss: 0.0311699 | val_loss: 0.0311753 | Time: 2658.24 ms [2021-01-21 05:41:37 main:574] : INFO : Epoch 735 | loss: 0.0311694 | val_loss: 0.0311752 | Time: 2661.61 ms [2021-01-21 05:41:39 main:574] : INFO : Epoch 736 | loss: 0.0311695 | val_loss: 0.0311755 | Time: 2630.9 ms [2021-01-21 05:41:42 main:574] : INFO : Epoch 737 | loss: 0.0311702 | val_loss: 0.0311841 | Time: 2698.52 ms [2021-01-21 05:41:45 main:574] : INFO : Epoch 738 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 2619.1 ms [2021-01-21 05:41:47 main:574] : INFO : Epoch 739 | loss: 0.0311695 | val_loss: 0.0311765 | Time: 2721.27 ms [2021-01-21 05:41:50 main:574] : INFO : Epoch 740 | loss: 0.0311695 | val_loss: 0.031177 | Time: 2730.36 ms [2021-01-21 05:41:53 main:574] : INFO : Epoch 741 | loss: 0.0311743 | val_loss: 0.0311838 | Time: 2656.17 ms [2021-01-21 05:41:56 main:574] : INFO : Epoch 742 | loss: 0.0311746 | val_loss: 0.0311767 | Time: 2578.84 ms [2021-01-21 05:41:58 main:574] : INFO : Epoch 743 | loss: 0.0311694 | val_loss: 0.0311762 | Time: 2695.66 ms [2021-01-21 05:42:01 main:574] : INFO : Epoch 744 | loss: 0.0311699 | val_loss: 0.0311769 | Time: 2694.49 ms [2021-01-21 05:42:04 main:574] : INFO : Epoch 745 | loss: 0.0311715 | val_loss: 0.0311807 | Time: 2645.93 ms [2021-01-21 05:42:07 main:574] : INFO : Epoch 746 | loss: 0.0311723 | val_loss: 0.0311756 | Time: 2680.53 ms [2021-01-21 05:42:09 main:574] : INFO : Epoch 747 | loss: 0.0311691 | val_loss: 0.0311769 | Time: 2728.26 ms [2021-01-21 05:42:12 main:574] : INFO : Epoch 748 | loss: 0.0311694 | val_loss: 0.031178 | Time: 2618.23 ms [2021-01-21 05:42:15 main:574] : INFO : Epoch 749 | loss: 0.0311754 | val_loss: 0.0311784 | Time: 2680.67 ms [2021-01-21 05:42:17 main:574] : INFO : Epoch 750 | loss: 0.0311767 | val_loss: 0.0311779 | Time: 2624.46 ms [2021-01-21 05:42:20 main:574] : INFO : Epoch 751 | loss: 0.0311771 | val_loss: 0.0311807 | Time: 2711.29 ms [2021-01-21 05:42:23 main:574] : INFO : Epoch 752 | loss: 0.0311809 | val_loss: 0.0311913 | Time: 2748.27 ms [2021-01-21 05:42:26 main:574] : INFO : Epoch 753 | loss: 0.03118 | val_loss: 0.0311748 | Time: 2595.7 ms [2021-01-21 05:42:29 main:574] : INFO : Epoch 754 | loss: 0.0311764 | val_loss: 0.0311749 | Time: 2657.65 ms [2021-01-21 05:42:31 main:574] : INFO : Epoch 755 | loss: 0.0311743 | val_loss: 0.0311771 | Time: 2717.46 ms [2021-01-21 05:42:34 main:574] : INFO : Epoch 756 | loss: 0.0311742 | val_loss: 0.0311755 | Time: 2710.32 ms [2021-01-21 05:42:37 main:574] : INFO : Epoch 757 | loss: 0.0311752 | val_loss: 0.0311745 | Time: 2723.69 ms [2021-01-21 05:42:40 main:574] : INFO : Epoch 758 | loss: 0.0311754 | val_loss: 0.0311751 | Time: 2713.87 ms [2021-01-21 05:42:42 main:574] : INFO : Epoch 759 | loss: 0.0311772 | val_loss: 0.0311764 | Time: 2677.26 ms [2021-01-21 05:42:45 main:574] : INFO : Epoch 760 | loss: 0.0311784 | val_loss: 0.0311778 | Time: 2692.52 ms [2021-01-21 05:42:48 main:574] : INFO : Epoch 761 | loss: 0.0311785 | val_loss: 0.0311753 | Time: 2473.39 ms [2021-01-21 05:42:50 main:574] : INFO : Epoch 762 | loss: 0.0311774 | val_loss: 0.0311756 | Time: 2607.62 ms [2021-01-21 05:42:53 main:574] : INFO : Epoch 763 | loss: 0.031176 | val_loss: 0.0311751 | Time: 2585.59 ms [2021-01-21 05:42:56 main:574] : INFO : Epoch 764 | loss: 0.0311756 | val_loss: 0.0311756 | Time: 2656.61 ms [2021-01-21 05:42:58 main:574] : INFO : Epoch 765 | loss: 0.0311755 | val_loss: 0.0311763 | Time: 2653.53 ms [2021-01-21 05:43:01 main:574] : INFO : Epoch 766 | loss: 0.0311786 | val_loss: 0.0311804 | Time: 2639.17 ms [2021-01-21 05:43:04 main:574] : INFO : Epoch 767 | loss: 0.0311762 | val_loss: 0.0311763 | Time: 2708.7 ms [2021-01-21 05:43:07 main:574] : INFO : Epoch 768 | loss: 0.0311783 | val_loss: 0.031177 | Time: 2650.92 ms [2021-01-21 05:43:09 main:574] : INFO : Epoch 769 | loss: 0.0311765 | val_loss: 0.0311801 | Time: 2554.66 ms [2021-01-21 05:43:12 main:574] : INFO : Epoch 770 | loss: 0.0311771 | val_loss: 0.0311755 | Time: 2540.2 ms [2021-01-21 05:43:14 main:574] : INFO : Epoch 771 | loss: 0.0311776 | val_loss: 0.0311769 | Time: 2632.59 ms [2021-01-21 05:43:17 main:574] : INFO : Epoch 772 | loss: 0.0311741 | val_loss: 0.0311764 | Time: 2581.14 ms [2021-01-21 05:43:20 main:574] : INFO : Epoch 773 | loss: 0.0311763 | val_loss: 0.0311773 | Time: 2672.31 ms [2021-01-21 05:43:22 main:574] : INFO : Epoch 774 | loss: 0.0311745 | val_loss: 0.0311776 | Time: 2632.82 ms [2021-01-21 05:43:25 main:574] : INFO : Epoch 775 | loss: 0.0311762 | val_loss: 0.0311759 | Time: 2714.85 ms [2021-01-21 05:43:28 main:574] : INFO : Epoch 776 | loss: 0.0311743 | val_loss: 0.0311764 | Time: 2637.81 ms [2021-01-21 05:43:31 main:574] : INFO : Epoch 777 | loss: 0.0311766 | val_loss: 0.0311788 | Time: 2717.67 ms [2021-01-21 05:43:33 main:574] : INFO : Epoch 778 | loss: 0.0311748 | val_loss: 0.0311751 | Time: 2657.16 ms [2021-01-21 05:43:36 main:574] : INFO : Epoch 779 | loss: 0.031174 | val_loss: 0.0311777 | Time: 2800.93 ms [2021-01-21 05:43:39 main:574] : INFO : Epoch 780 | loss: 0.031173 | val_loss: 0.0311771 | Time: 2657.77 ms [2021-01-21 05:43:41 main:574] : INFO : Epoch 781 | loss: 0.0311737 | val_loss: 0.0311776 | Time: 2529.22 ms [2021-01-21 05:43:44 main:574] : INFO : Epoch 782 | loss: 0.0311751 | val_loss: 0.0311805 | Time: 2629.52 ms [2021-01-21 05:43:47 main:574] : INFO : Epoch 783 | loss: 0.0311745 | val_loss: 0.0311754 | Time: 2640.7 ms [2021-01-21 05:43:50 main:574] : INFO : Epoch 784 | loss: 0.0311763 | val_loss: 0.0311766 | Time: 2716.52 ms [2021-01-21 05:43:53 main:574] : INFO : Epoch 785 | loss: 0.0311729 | val_loss: 0.0311812 | Time: 2646.35 ms [2021-01-21 05:43:55 main:574] : INFO : Epoch 786 | loss: 0.0311752 | val_loss: 0.0311774 | Time: 2616.13 ms [2021-01-21 05:43:58 main:574] : INFO : Epoch 787 | loss: 0.0311734 | val_loss: 0.031175 | Time: 2599.94 ms [2021-01-21 05:44:01 main:574] : INFO : Epoch 788 | loss: 0.0311732 | val_loss: 0.0311747 | Time: 2764.51 ms [2021-01-21 05:44:04 main:574] : INFO : Epoch 789 | loss: 0.0311742 | val_loss: 0.0311746 | Time: 2668.87 ms [2021-01-21 05:44:06 main:574] : INFO : Epoch 790 | loss: 0.0311739 | val_loss: 0.0311796 | Time: 2682.86 ms [2021-01-21 05:44:09 main:574] : INFO : Epoch 791 | loss: 0.0311751 | val_loss: 0.0311777 | Time: 2639.32 ms [2021-01-21 05:44:12 main:574] : INFO : Epoch 792 | loss: 0.0311767 | val_loss: 0.0311746 | Time: 2701.39 ms [2021-01-21 05:44:15 main:574] : INFO : Epoch 793 | loss: 0.0311744 | val_loss: 0.0311804 | Time: 2594.57 ms [2021-01-21 05:44:17 main:574] : INFO : Epoch 794 | loss: 0.0311808 | val_loss: 0.0311776 | Time: 2670.33 ms [2021-01-21 05:44:20 main:574] : INFO : Epoch 795 | loss: 0.0311747 | val_loss: 0.0311752 | Time: 2662.83 ms [2021-01-21 05:44:23 main:574] : INFO : Epoch 796 | loss: 0.0311735 | val_loss: 0.0311756 | Time: 2613.48 ms [2021-01-21 05:44:25 main:574] : INFO : Epoch 797 | loss: 0.0311773 | val_loss: 0.0311756 | Time: 2597.86 ms [2021-01-21 05:44:28 main:574] : INFO : Epoch 798 | loss: 0.0311764 | val_loss: 0.0311772 | Time: 2602.79 ms [2021-01-21 05:44:31 main:574] : INFO : Epoch 799 | loss: 0.0311771 | val_loss: 0.0311785 | Time: 2617.64 ms [2021-01-21 05:44:33 main:574] : INFO : Epoch 800 | loss: 0.031177 | val_loss: 0.031175 | Time: 2628.1 ms [2021-01-21 05:44:36 main:574] : INFO : Epoch 801 | loss: 0.0311719 | val_loss: 0.0311778 | Time: 2724.82 ms [2021-01-21 05:44:39 main:574] : INFO : Epoch 802 | loss: 0.031172 | val_loss: 0.0311739 | Time: 2620.17 ms [2021-01-21 05:44:41 main:574] : INFO : Epoch 803 | loss: 0.0311714 | val_loss: 0.031176 | Time: 2590.17 ms [2021-01-21 05:44:44 main:574] : INFO : Epoch 804 | loss: 0.0311725 | val_loss: 0.0311756 | Time: 2670.06 ms [2021-01-21 05:44:47 main:574] : INFO : Epoch 805 | loss: 0.0311716 | val_loss: 0.0311764 | Time: 2550.91 ms [2021-01-21 05:44:49 main:574] : INFO : Epoch 806 | loss: 0.0311708 | val_loss: 0.0311744 | Time: 2552.86 ms [2021-01-21 05:44:52 main:574] : INFO : Epoch 807 | loss: 0.0311717 | val_loss: 0.0311747 | Time: 2716.84 ms [2021-01-21 05:44:55 main:574] : INFO : Epoch 808 | loss: 0.031172 | val_loss: 0.0311748 | Time: 2555 ms [2021-01-21 05:44:58 main:574] : INFO : Epoch 809 | loss: 0.0311735 | val_loss: 0.0311757 | Time: 2665.57 ms [2021-01-21 05:45:00 main:574] : INFO : Epoch 810 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 2684.35 ms [2021-01-21 05:45:03 main:574] : INFO : Epoch 811 | loss: 0.0311757 | val_loss: 0.0311766 | Time: 2652.39 ms [2021-01-21 05:45:06 main:574] : INFO : Epoch 812 | loss: 0.0311728 | val_loss: 0.0311775 | Time: 2648.45 ms [2021-01-21 05:45:09 main:574] : INFO : Epoch 813 | loss: 0.0311731 | val_loss: 0.0311767 | Time: 2751.64 ms [2021-01-21 05:45:11 main:574] : INFO : Epoch 814 | loss: 0.031171 | val_loss: 0.0311777 | Time: 2653.28 ms [2021-01-21 05:45:14 main:574] : INFO : Epoch 815 | loss: 0.0311711 | val_loss: 0.0311789 | Time: 2583.26 ms [2021-01-21 05:45:17 main:574] : INFO : Epoch 816 | loss: 0.0311723 | val_loss: 0.0311766 | Time: 2632.35 ms [2021-01-21 05:45:19 main:574] : INFO : Epoch 817 | loss: 0.0311712 | val_loss: 0.0311754 | Time: 2615.66 ms [2021-01-21 05:45:22 main:574] : INFO : Epoch 818 | loss: 0.0311711 | val_loss: 0.031175 | Time: 2617.28 ms [2021-01-21 05:45:25 main:574] : INFO : Epoch 819 | loss: 0.0311737 | val_loss: 0.0311794 | Time: 2559.79 ms [2021-01-21 05:45:27 main:574] : INFO : Epoch 820 | loss: 0.0311729 | val_loss: 0.0311749 | Time: 2629.38 ms [2021-01-21 05:45:30 main:574] : INFO : Epoch 821 | loss: 0.0311711 | val_loss: 0.0311751 | Time: 2581.57 ms [2021-01-21 05:45:33 main:574] : INFO : Epoch 822 | loss: 0.0311734 | val_loss: 0.0311746 | Time: 2579.71 ms [2021-01-21 05:45:35 main:574] : INFO : Epoch 823 | loss: 0.0311731 | val_loss: 0.0311824 | Time: 2702.99 ms [2021-01-21 05:45:38 main:574] : INFO : Epoch 824 | loss: 0.0311726 | val_loss: 0.0311748 | Time: 2582.44 ms [2021-01-21 05:45:41 main:574] : INFO : Epoch 825 | loss: 0.0311706 | val_loss: 0.0311748 | Time: 2544.48 ms [2021-01-21 05:45:43 main:574] : INFO : Epoch 826 | loss: 0.0311734 | val_loss: 0.0311791 | Time: 2643.57 ms [2021-01-21 05:45:46 main:574] : INFO : Epoch 827 | loss: 0.0311722 | val_loss: 0.0311792 | Time: 2657.8 ms [2021-01-21 05:45:49 main:574] : INFO : Epoch 828 | loss: 0.0311746 | val_loss: 0.0311797 | Time: 2577.94 ms [2021-01-21 05:45:51 main:574] : INFO : Epoch 829 | loss: 0.0311763 | val_loss: 0.0311981 | Time: 2674.27 ms [2021-01-21 05:45:54 main:574] : INFO : Epoch 830 | loss: 0.0311786 | val_loss: 0.0311742 | Time: 2616 ms [2021-01-21 05:45:57 main:574] : INFO : Epoch 831 | loss: 0.0311722 | val_loss: 0.0311743 | Time: 2674.08 ms [2021-01-21 05:46:00 main:574] : INFO : Epoch 832 | loss: 0.0311709 | val_loss: 0.0311741 | Time: 2670.21 ms [2021-01-21 05:46:03 main:574] : INFO : Epoch 833 | loss: 0.0311711 | val_loss: 0.031176 | Time: 2752.05 ms [2021-01-21 05:46:05 main:574] : INFO : Epoch 834 | loss: 0.0311714 | val_loss: 0.0311771 | Time: 2622.67 ms [2021-01-21 05:46:08 main:574] : INFO : Epoch 835 | loss: 0.0311728 | val_loss: 0.0311743 | Time: 2751.91 ms [2021-01-21 05:46:11 main:574] : INFO : Epoch 836 | loss: 0.0311699 | val_loss: 0.0311741 | Time: 2601.49 ms [2021-01-21 05:46:14 main:574] : INFO : Epoch 837 | loss: 0.0311698 | val_loss: 0.0311784 | Time: 2729.69 ms [2021-01-21 05:46:16 main:574] : INFO : Epoch 838 | loss: 0.0311712 | val_loss: 0.0311749 | Time: 2692.65 ms [2021-01-21 05:46:19 main:574] : INFO : Epoch 839 | loss: 0.0311702 | val_loss: 0.0311786 | Time: 2630.44 ms [2021-01-21 05:46:22 main:574] : INFO : Epoch 840 | loss: 0.0311714 | val_loss: 0.0311738 | Time: 2608.48 ms [2021-01-21 05:46:25 main:574] : INFO : Epoch 841 | loss: 0.0311743 | val_loss: 0.0311761 | Time: 2705.17 ms [2021-01-21 05:46:27 main:574] : INFO : Epoch 842 | loss: 0.0311734 | val_loss: 0.031176 | Time: 2716.32 ms [2021-01-21 05:46:30 main:574] : INFO : Epoch 843 | loss: 0.0311709 | val_loss: 0.0311758 | Time: 2640 ms [2021-01-21 05:46:33 main:574] : INFO : Epoch 844 | loss: 0.0311713 | val_loss: 0.0311752 | Time: 2596.88 ms [2021-01-21 05:46:35 main:574] : INFO : Epoch 845 | loss: 0.0311707 | val_loss: 0.0311752 | Time: 2626.65 ms [2021-01-21 05:46:38 main:574] : INFO : Epoch 846 | loss: 0.0311706 | val_loss: 0.0311752 | Time: 2716.21 ms [2021-01-21 05:46:41 main:574] : INFO : Epoch 847 | loss: 0.0311711 | val_loss: 0.0311765 | Time: 2541.28 ms [2021-01-21 05:46:43 main:574] : INFO : Epoch 848 | loss: 0.0311745 | val_loss: 0.0311741 | Time: 2636.04 ms [2021-01-21 05:46:46 main:574] : INFO : Epoch 849 | loss: 0.0311714 | val_loss: 0.0311746 | Time: 2613.94 ms [2021-01-21 05:46:49 main:574] : INFO : Epoch 850 | loss: 0.0311719 | val_loss: 0.0311751 | Time: 2587.54 ms [2021-01-21 05:46:52 main:574] : INFO : Epoch 851 | loss: 0.031173 | val_loss: 0.0311751 | Time: 2749.99 ms [2021-01-21 05:46:54 main:574] : INFO : Epoch 852 | loss: 0.0311755 | val_loss: 0.0311753 | Time: 2616.28 ms [2021-01-21 05:46:57 main:574] : INFO : Epoch 853 | loss: 0.0311748 | val_loss: 0.031179 | Time: 2696.5 ms [2021-01-21 05:47:00 main:574] : INFO : Epoch 854 | loss: 0.0311768 | val_loss: 0.0311759 | Time: 2701.55 ms [2021-01-21 05:47:03 main:574] : INFO : Epoch 855 | loss: 0.0311738 | val_loss: 0.0311756 | Time: 2694.9 ms [2021-01-21 05:47:05 main:574] : INFO : Epoch 856 | loss: 0.0311722 | val_loss: 0.0311741 | Time: 2614.56 ms [2021-01-21 05:47:08 main:574] : INFO : Epoch 857 | loss: 0.0311704 | val_loss: 0.0311759 | Time: 2716.83 ms [2021-01-21 05:47:11 main:574] : INFO : Epoch 858 | loss: 0.0311704 | val_loss: 0.0311733 | Time: 2590.34 ms [2021-01-21 05:47:14 main:574] : INFO : Epoch 859 | loss: 0.0311714 | val_loss: 0.0311755 | Time: 2784.99 ms [2021-01-21 05:47:17 main:574] : INFO : Epoch 860 | loss: 0.0311737 | val_loss: 0.0311735 | Time: 2745.16 ms [2021-01-21 05:47:19 main:574] : INFO : Epoch 861 | loss: 0.031172 | val_loss: 0.0311742 | Time: 2654.45 ms [2021-01-21 05:47:22 main:574] : INFO : Epoch 862 | loss: 0.0311715 | val_loss: 0.0311739 | Time: 2609.3 ms [2021-01-21 05:47:25 main:574] : INFO : Epoch 863 | loss: 0.0311722 | val_loss: 0.031178 | Time: 2580.13 ms [2021-01-21 05:47:27 main:574] : INFO : Epoch 864 | loss: 0.0311705 | val_loss: 0.031175 | Time: 2681.56 ms [2021-01-21 05:47:30 main:574] : INFO : Epoch 865 | loss: 0.0311699 | val_loss: 0.0311762 | Time: 2648.54 ms [2021-01-21 05:47:33 main:574] : INFO : Epoch 866 | loss: 0.0311723 | val_loss: 0.0311733 | Time: 2677.12 ms [2021-01-21 05:47:35 main:574] : INFO : Epoch 867 | loss: 0.0311708 | val_loss: 0.0311738 | Time: 2594.18 ms [2021-01-21 05:47:38 main:574] : INFO : Epoch 868 | loss: 0.0311713 | val_loss: 0.0311834 | Time: 2633.3 ms [2021-01-21 05:47:41 main:574] : INFO : Epoch 869 | loss: 0.0311749 | val_loss: 0.0311804 | Time: 2555.2 ms [2021-01-21 05:47:44 main:574] : INFO : Epoch 870 | loss: 0.0311723 | val_loss: 0.031176 | Time: 2710.61 ms [2021-01-21 05:47:46 main:574] : INFO : Epoch 871 | loss: 0.0311726 | val_loss: 0.0311805 | Time: 2519.2 ms [2021-01-21 05:47:49 main:574] : INFO : Epoch 872 | loss: 0.0311713 | val_loss: 0.0311756 | Time: 2666.25 ms [2021-01-21 05:47:52 main:574] : INFO : Epoch 873 | loss: 0.0311703 | val_loss: 0.0311756 | Time: 2647.1 ms [2021-01-21 05:47:54 main:574] : INFO : Epoch 874 | loss: 0.0311706 | val_loss: 0.0311743 | Time: 2697.91 ms [2021-01-21 05:47:57 main:574] : INFO : Epoch 875 | loss: 0.0311697 | val_loss: 0.031175 | Time: 2651.89 ms [2021-01-21 05:48:00 main:574] : INFO : Epoch 876 | loss: 0.0311707 | val_loss: 0.0311759 | Time: 2690.48 ms [2021-01-21 05:48:02 main:574] : INFO : Epoch 877 | loss: 0.0311695 | val_loss: 0.0311742 | Time: 2643.76 ms [2021-01-21 05:48:05 main:574] : INFO : Epoch 878 | loss: 0.0311702 | val_loss: 0.0311753 | Time: 2510.99 ms [2021-01-21 05:48:08 main:574] : INFO : Epoch 879 | loss: 0.0311707 | val_loss: 0.0311799 | Time: 2605.21 ms [2021-01-21 05:48:10 main:574] : INFO : Epoch 880 | loss: 0.0311719 | val_loss: 0.0311741 | Time: 2663.15 ms [2021-01-21 05:48:13 main:574] : INFO : Epoch 881 | loss: 0.0311745 | val_loss: 0.0311766 | Time: 2662.65 ms [2021-01-21 05:48:16 main:574] : INFO : Epoch 882 | loss: 0.0311708 | val_loss: 0.0311729 | Time: 2712.51 ms [2021-01-21 05:48:19 main:574] : INFO : Epoch 883 | loss: 0.0311697 | val_loss: 0.0311749 | Time: 2639.72 ms [2021-01-21 05:48:21 main:574] : INFO : Epoch 884 | loss: 0.0311694 | val_loss: 0.0311736 | Time: 2622.08 ms [2021-01-21 05:48:24 main:574] : INFO : Epoch 885 | loss: 0.0311692 | val_loss: 0.0311733 | Time: 2695.88 ms [2021-01-21 05:48:27 main:574] : INFO : Epoch 886 | loss: 0.0311692 | val_loss: 0.0311735 | Time: 2601.08 ms [2021-01-21 05:48:29 main:574] : INFO : Epoch 887 | loss: 0.0311681 | val_loss: 0.0311773 | Time: 2637.1 ms [2021-01-21 05:48:32 main:574] : INFO : Epoch 888 | loss: 0.0311693 | val_loss: 0.0311742 | Time: 2685.27 ms [2021-01-21 05:48:35 main:574] : INFO : Epoch 889 | loss: 0.0311686 | val_loss: 0.0311768 | Time: 2651.1 ms [2021-01-21 05:48:37 main:574] : INFO : Epoch 890 | loss: 0.0311688 | val_loss: 0.0311754 | Time: 2525.67 ms [2021-01-21 05:48:40 main:574] : INFO : Epoch 891 | loss: 0.0311692 | val_loss: 0.031175 | Time: 2562.73 ms [2021-01-21 05:48:43 main:574] : INFO : Epoch 892 | loss: 0.03117 | val_loss: 0.0311776 | Time: 2751.88 ms [2021-01-21 05:48:46 main:574] : INFO : Epoch 893 | loss: 0.0311695 | val_loss: 0.0311757 | Time: 2669.41 ms [2021-01-21 05:48:48 main:574] : INFO : Epoch 894 | loss: 0.0311744 | val_loss: 0.0311811 | Time: 2657.1 ms [2021-01-21 05:48:51 main:574] : INFO : Epoch 895 | loss: 0.0311693 | val_loss: 0.0311751 | Time: 2691.75 ms [2021-01-21 05:48:54 main:574] : INFO : Epoch 896 | loss: 0.0311682 | val_loss: 0.0311754 | Time: 2588.11 ms [2021-01-21 05:48:56 main:574] : INFO : Epoch 897 | loss: 0.0311711 | val_loss: 0.0311756 | Time: 2566.98 ms [2021-01-21 05:48:59 main:574] : INFO : Epoch 898 | loss: 0.0311707 | val_loss: 0.031175 | Time: 2749.91 ms [2021-01-21 05:49:02 main:574] : INFO : Epoch 899 | loss: 0.0311736 | val_loss: 0.0311868 | Time: 2710.71 ms [2021-01-21 05:49:05 main:574] : INFO : Epoch 900 | loss: 0.0311712 | val_loss: 0.0311751 | Time: 2579.12 ms [2021-01-21 05:49:07 main:574] : INFO : Epoch 901 | loss: 0.0311692 | val_loss: 0.0311753 | Time: 2726.98 ms [2021-01-21 05:49:10 main:574] : INFO : Epoch 902 | loss: 0.0311697 | val_loss: 0.0311749 | Time: 2661.82 ms [2021-01-21 05:49:13 main:574] : INFO : Epoch 903 | loss: 0.0311692 | val_loss: 0.0311845 | Time: 2646.35 ms [2021-01-21 05:49:16 main:574] : INFO : Epoch 904 | loss: 0.0311734 | val_loss: 0.0311802 | Time: 2699.72 ms [2021-01-21 05:49:18 main:574] : INFO : Epoch 905 | loss: 0.0311685 | val_loss: 0.0311781 | Time: 2556.5 ms [2021-01-21 05:49:21 main:574] : INFO : Epoch 906 | loss: 0.0311693 | val_loss: 0.0311822 | Time: 2636.45 ms [2021-01-21 05:49:24 main:574] : INFO : Epoch 907 | loss: 0.0311772 | val_loss: 0.0311824 | Time: 2639.58 ms [2021-01-21 05:49:26 main:574] : INFO : Epoch 908 | loss: 0.0311739 | val_loss: 0.0311763 | Time: 2610.21 ms [2021-01-21 05:49:29 main:574] : INFO : Epoch 909 | loss: 0.0311701 | val_loss: 0.0311838 | Time: 2534.86 ms [2021-01-21 05:49:32 main:574] : INFO : Epoch 910 | loss: 0.0311724 | val_loss: 0.0311796 | Time: 2643.3 ms [2021-01-21 05:49:34 main:574] : INFO : Epoch 911 | loss: 0.0311698 | val_loss: 0.0311798 | Time: 2729.7 ms [2021-01-21 05:49:37 main:574] : INFO : Epoch 912 | loss: 0.0311707 | val_loss: 0.0311752 | Time: 2677.11 ms [2021-01-21 05:49:40 main:574] : INFO : Epoch 913 | loss: 0.0311689 | val_loss: 0.031176 | Time: 2611.35 ms [2021-01-21 05:49:43 main:574] : INFO : Epoch 914 | loss: 0.031172 | val_loss: 0.0311763 | Time: 2675.28 ms [2021-01-21 05:49:45 main:574] : INFO : Epoch 915 | loss: 0.0311704 | val_loss: 0.0311768 | Time: 2665.98 ms [2021-01-21 05:49:48 main:574] : INFO : Epoch 916 | loss: 0.0311694 | val_loss: 0.0311761 | Time: 2754.47 ms [2021-01-21 05:49:51 main:574] : INFO : Epoch 917 | loss: 0.0311696 | val_loss: 0.0311795 | Time: 2700.84 ms [2021-01-21 05:49:54 main:574] : INFO : Epoch 918 | loss: 0.0311727 | val_loss: 0.0311755 | Time: 2577.31 ms [2021-01-21 05:49:56 main:574] : INFO : Epoch 919 | loss: 0.0311699 | val_loss: 0.0311758 | Time: 2432.77 ms [2021-01-21 05:49:59 main:574] : INFO : Epoch 920 | loss: 0.0311692 | val_loss: 0.0311759 | Time: 2641.28 ms [2021-01-21 05:50:02 main:574] : INFO : Epoch 921 | loss: 0.0311681 | val_loss: 0.031182 | Time: 2743.22 ms [2021-01-21 05:50:04 main:574] : INFO : Epoch 922 | loss: 0.0311703 | val_loss: 0.0311762 | Time: 2413.34 ms [2021-01-21 05:50:07 main:574] : INFO : Epoch 923 | loss: 0.0311687 | val_loss: 0.0311752 | Time: 2681.51 ms [2021-01-21 05:50:10 main:574] : INFO : Epoch 924 | loss: 0.0311716 | val_loss: 0.0311752 | Time: 2658.81 ms [2021-01-21 05:50:12 main:574] : INFO : Epoch 925 | loss: 0.031169 | val_loss: 0.0311765 | Time: 2577.43 ms [2021-01-21 05:50:15 main:574] : INFO : Epoch 926 | loss: 0.0311693 | val_loss: 0.0311753 | Time: 2608.48 ms [2021-01-21 05:50:18 main:574] : INFO : Epoch 927 | loss: 0.0311696 | val_loss: 0.0311778 | Time: 2623.32 ms [2021-01-21 05:50:20 main:574] : INFO : Epoch 928 | loss: 0.0311686 | val_loss: 0.0311769 | Time: 2550.71 ms [2021-01-21 05:50:23 main:574] : INFO : Epoch 929 | loss: 0.0311706 | val_loss: 0.0311783 | Time: 2651.98 ms [2021-01-21 05:50:26 main:574] : INFO : Epoch 930 | loss: 0.0311732 | val_loss: 0.0311757 | Time: 2613.98 ms [2021-01-21 05:50:28 main:574] : INFO : Epoch 931 | loss: 0.0311685 | val_loss: 0.0311762 | Time: 2538.93 ms [2021-01-21 05:50:31 main:574] : INFO : Epoch 932 | loss: 0.0311678 | val_loss: 0.0311787 | Time: 2474.08 ms [2021-01-21 05:50:33 main:574] : INFO : Epoch 933 | loss: 0.0311689 | val_loss: 0.0311847 | Time: 2592.45 ms [2021-01-21 05:50:36 main:574] : INFO : Epoch 934 | loss: 0.0311753 | val_loss: 0.0311793 | Time: 2627.21 ms [2021-01-21 05:50:38 main:574] : INFO : Epoch 935 | loss: 0.0311748 | val_loss: 0.0311769 | Time: 2426.67 ms [2021-01-21 05:50:41 main:574] : INFO : Epoch 936 | loss: 0.0311712 | val_loss: 0.0311765 | Time: 2580.52 ms [2021-01-21 05:50:44 main:574] : INFO : Epoch 937 | loss: 0.0311688 | val_loss: 0.0311763 | Time: 2727.53 ms [2021-01-21 05:50:46 main:574] : INFO : Epoch 938 | loss: 0.0311674 | val_loss: 0.0311772 | Time: 2548.62 ms [2021-01-21 05:50:49 main:574] : INFO : Epoch 939 | loss: 0.0311687 | val_loss: 0.0311764 | Time: 2679.07 ms [2021-01-21 05:50:52 main:574] : INFO : Epoch 940 | loss: 0.0311698 | val_loss: 0.0311815 | Time: 2649.4 ms [2021-01-21 05:50:55 main:574] : INFO : Epoch 941 | loss: 0.0311714 | val_loss: 0.0311844 | Time: 2740.73 ms [2021-01-21 05:50:57 main:574] : INFO : Epoch 942 | loss: 0.0311717 | val_loss: 0.0311772 | Time: 2497.54 ms [2021-01-21 05:51:00 main:574] : INFO : Epoch 943 | loss: 0.0311708 | val_loss: 0.0311821 | Time: 2578.47 ms [2021-01-21 05:51:03 main:574] : INFO : Epoch 944 | loss: 0.03117 | val_loss: 0.0311764 | Time: 2583.85 ms [2021-01-21 05:51:05 main:574] : INFO : Epoch 945 | loss: 0.0311675 | val_loss: 0.0311758 | Time: 2563.03 ms [2021-01-21 05:51:08 main:574] : INFO : Epoch 946 | loss: 0.0311676 | val_loss: 0.031176 | Time: 2612.86 ms [2021-01-21 05:51:10 main:574] : INFO : Epoch 947 | loss: 0.0311711 | val_loss: 0.0311915 | Time: 2517.19 ms [2021-01-21 05:51:13 main:574] : INFO : Epoch 948 | loss: 0.0311762 | val_loss: 0.0311909 | Time: 2655.29 ms [2021-01-21 05:51:16 main:574] : INFO : Epoch 949 | loss: 0.0311739 | val_loss: 0.0311748 | Time: 2631.94 ms [2021-01-21 05:51:19 main:574] : INFO : Epoch 950 | loss: 0.0311732 | val_loss: 0.0311751 | Time: 2655.21 ms [2021-01-21 05:51:21 main:574] : INFO : Epoch 951 | loss: 0.031175 | val_loss: 0.0311913 | Time: 2558.21 ms [2021-01-21 05:51:24 main:574] : INFO : Epoch 952 | loss: 0.031171 | val_loss: 0.0311764 | Time: 2588.02 ms [2021-01-21 05:51:27 main:574] : INFO : Epoch 953 | loss: 0.0311674 | val_loss: 0.0311763 | Time: 2734.29 ms [2021-01-21 05:51:29 main:574] : INFO : Epoch 954 | loss: 0.0311709 | val_loss: 0.0311803 | Time: 2641.25 ms [2021-01-21 05:51:32 main:574] : INFO : Epoch 955 | loss: 0.0311739 | val_loss: 0.0311766 | Time: 2623.74 ms [2021-01-21 05:51:35 main:574] : INFO : Epoch 956 | loss: 0.0311732 | val_loss: 0.0311805 | Time: 2661.12 ms [2021-01-21 05:51:38 main:574] : INFO : Epoch 957 | loss: 0.0311722 | val_loss: 0.0311762 | Time: 2629.32 ms [2021-01-21 05:51:40 main:574] : INFO : Epoch 958 | loss: 0.0311698 | val_loss: 0.0311752 | Time: 2737.07 ms [2021-01-21 05:51:43 main:574] : INFO : Epoch 959 | loss: 0.0311688 | val_loss: 0.0311771 | Time: 2641.68 ms [2021-01-21 05:51:46 main:574] : INFO : Epoch 960 | loss: 0.0311688 | val_loss: 0.0311756 | Time: 2559.09 ms [2021-01-21 05:51:48 main:574] : INFO : Epoch 961 | loss: 0.0311683 | val_loss: 0.0311762 | Time: 2501.79 ms [2021-01-21 05:51:51 main:574] : INFO : Epoch 962 | loss: 0.0311704 | val_loss: 0.0311764 | Time: 2623.06 ms [2021-01-21 05:51:54 main:574] : INFO : Epoch 963 | loss: 0.0311688 | val_loss: 0.0311779 | Time: 2673.29 ms [2021-01-21 05:51:56 main:574] : INFO : Epoch 964 | loss: 0.0311687 | val_loss: 0.0311757 | Time: 2607.47 ms [2021-01-21 05:51:59 main:574] : INFO : Epoch 965 | loss: 0.0311705 | val_loss: 0.0311756 | Time: 2719.56 ms [2021-01-21 05:52:02 main:574] : INFO : Epoch 966 | loss: 0.0311762 | val_loss: 0.0311909 | Time: 2595.97 ms [2021-01-21 05:52:04 main:574] : INFO : Epoch 967 | loss: 0.0311766 | val_loss: 0.0311764 | Time: 2643.67 ms [2021-01-21 05:52:07 main:574] : INFO : Epoch 968 | loss: 0.0311704 | val_loss: 0.0311773 | Time: 2601.88 ms [2021-01-21 05:52:10 main:574] : INFO : Epoch 969 | loss: 0.0311721 | val_loss: 0.0311784 | Time: 2496.96 ms [2021-01-21 05:52:12 main:574] : INFO : Epoch 970 | loss: 0.0311682 | val_loss: 0.031177 | Time: 2595.24 ms [2021-01-21 05:52:15 main:574] : INFO : Epoch 971 | loss: 0.0311703 | val_loss: 0.0311831 | Time: 2612.98 ms [2021-01-21 05:52:17 main:574] : INFO : Epoch 972 | loss: 0.031171 | val_loss: 0.0311767 | Time: 2526.63 ms [2021-01-21 05:52:20 main:574] : INFO : Epoch 973 | loss: 0.0311675 | val_loss: 0.031177 | Time: 2614.89 ms [2021-01-21 05:52:23 main:574] : INFO : Epoch 974 | loss: 0.0311682 | val_loss: 0.0311766 | Time: 2567.54 ms [2021-01-21 05:52:25 main:574] : INFO : Epoch 975 | loss: 0.0311734 | val_loss: 0.0311772 | Time: 2605.45 ms [2021-01-21 05:52:28 main:574] : INFO : Epoch 976 | loss: 0.0311701 | val_loss: 0.0311776 | Time: 2643.2 ms [2021-01-21 05:52:31 main:574] : INFO : Epoch 977 | loss: 0.0311691 | val_loss: 0.0311785 | Time: 2661.71 ms [2021-01-21 05:52:34 main:574] : INFO : Epoch 978 | loss: 0.0311691 | val_loss: 0.031178 | Time: 2643.42 ms [2021-01-21 05:52:36 main:574] : INFO : Epoch 979 | loss: 0.0311697 | val_loss: 0.0311823 | Time: 2574.99 ms [2021-01-21 05:52:39 main:574] : INFO : Epoch 980 | loss: 0.0311707 | val_loss: 0.0311772 | Time: 2656.63 ms [2021-01-21 05:52:42 main:574] : INFO : Epoch 981 | loss: 0.0311682 | val_loss: 0.0311811 | Time: 2641.59 ms [2021-01-21 05:52:45 main:574] : INFO : Epoch 982 | loss: 0.0311697 | val_loss: 0.031176 | Time: 2743.61 ms [2021-01-21 05:52:47 main:574] : INFO : Epoch 983 | loss: 0.0311671 | val_loss: 0.0311782 | Time: 2712.81 ms [2021-01-21 05:52:50 main:574] : INFO : Epoch 984 | loss: 0.0311677 | val_loss: 0.0311788 | Time: 2597.69 ms [2021-01-21 05:52:53 main:574] : INFO : Epoch 985 | loss: 0.0311675 | val_loss: 0.0311766 | Time: 2602.58 ms [2021-01-21 05:52:55 main:574] : INFO : Epoch 986 | loss: 0.0311669 | val_loss: 0.0311852 | Time: 2666.9 ms [2021-01-21 05:52:58 main:574] : INFO : Epoch 987 | loss: 0.0311735 | val_loss: 0.0311829 | Time: 2672.95 ms [2021-01-21 05:53:01 main:574] : INFO : Epoch 988 | loss: 0.03117 | val_loss: 0.0311781 | Time: 2347.85 ms [2021-01-21 05:53:03 main:574] : INFO : Epoch 989 | loss: 0.0311664 | val_loss: 0.0311788 | Time: 2615.12 ms [2021-01-21 05:53:06 main:574] : INFO : Epoch 990 | loss: 0.0311672 | val_loss: 0.0311764 | Time: 2616.77 ms [2021-01-21 05:53:09 main:574] : INFO : Epoch 991 | loss: 0.031167 | val_loss: 0.0311777 | Time: 2563.05 ms [2021-01-21 05:53:11 main:574] : INFO : Epoch 992 | loss: 0.031166 | val_loss: 0.0311764 | Time: 2388.7 ms [2021-01-21 05:53:14 main:574] : INFO : Epoch 993 | loss: 0.0311661 | val_loss: 0.0311771 | Time: 2638.15 ms [2021-01-21 05:53:16 main:574] : INFO : Epoch 994 | loss: 0.031166 | val_loss: 0.031176 | Time: 2670.59 ms [2021-01-21 05:53:19 main:574] : INFO : Epoch 995 | loss: 0.0311672 | val_loss: 0.0311755 | Time: 2634.09 ms [2021-01-21 05:53:22 main:574] : INFO : Epoch 996 | loss: 0.0311672 | val_loss: 0.0311758 | Time: 2586.72 ms [2021-01-21 05:53:24 main:574] : INFO : Epoch 997 | loss: 0.0311661 | val_loss: 0.0311763 | Time: 2601.48 ms [2021-01-21 05:53:27 main:574] : INFO : Epoch 998 | loss: 0.031167 | val_loss: 0.0311761 | Time: 2574.35 ms [2021-01-21 05:53:30 main:574] : INFO : Epoch 999 | loss: 0.0311728 | val_loss: 0.0311904 | Time: 2653.26 ms [2021-01-21 05:53:32 main:574] : INFO : Epoch 1000 | loss: 0.0311713 | val_loss: 0.0311839 | Time: 2612.68 ms [2021-01-21 05:53:35 main:574] : INFO : Epoch 1001 | loss: 0.0311698 | val_loss: 0.0311871 | Time: 2675.65 ms [2021-01-21 05:53:38 main:574] : INFO : Epoch 1002 | loss: 0.0311712 | val_loss: 0.0311778 | Time: 2681.75 ms [2021-01-21 05:53:41 main:574] : INFO : Epoch 1003 | loss: 0.0311699 | val_loss: 0.0311766 | Time: 2643.6 ms [2021-01-21 05:53:43 main:574] : INFO : Epoch 1004 | loss: 0.0311667 | val_loss: 0.0311764 | Time: 2582.48 ms [2021-01-21 05:53:46 main:574] : INFO : Epoch 1005 | loss: 0.0311691 | val_loss: 0.0311861 | Time: 2573.35 ms [2021-01-21 05:53:48 main:574] : INFO : Epoch 1006 | loss: 0.0311726 | val_loss: 0.0311797 | Time: 2528.4 ms [2021-01-21 05:53:51 main:574] : INFO : Epoch 1007 | loss: 0.0311691 | val_loss: 0.0311826 | Time: 2314.14 ms [2021-01-21 05:53:53 main:574] : INFO : Epoch 1008 | loss: 0.0311689 | val_loss: 0.0311758 | Time: 2701.77 ms [2021-01-21 05:53:56 main:574] : INFO : Epoch 1009 | loss: 0.0311669 | val_loss: 0.0311764 | Time: 2575.37 ms [2021-01-21 05:53:59 main:574] : INFO : Epoch 1010 | loss: 0.031168 | val_loss: 0.0311781 | Time: 2603.41 ms [2021-01-21 05:54:01 main:574] : INFO : Epoch 1011 | loss: 0.031169 | val_loss: 0.0311762 | Time: 2601.83 ms [2021-01-21 05:54:04 main:574] : INFO : Epoch 1012 | loss: 0.0311653 | val_loss: 0.0311769 | Time: 2656.11 ms [2021-01-21 05:54:07 main:574] : INFO : Epoch 1013 | loss: 0.0311665 | val_loss: 0.0311769 | Time: 2684.67 ms [2021-01-21 05:54:09 main:574] : INFO : Epoch 1014 | loss: 0.031168 | val_loss: 0.031178 | Time: 2473.24 ms [2021-01-21 05:54:12 main:574] : INFO : Epoch 1015 | loss: 0.0311658 | val_loss: 0.0311757 | Time: 2328.34 ms [2021-01-21 05:54:14 main:574] : INFO : Epoch 1016 | loss: 0.0311666 | val_loss: 0.0311779 | Time: 2619.28 ms [2021-01-21 05:54:17 main:574] : INFO : Epoch 1017 | loss: 0.0311678 | val_loss: 0.0311834 | Time: 2638.83 ms [2021-01-21 05:54:19 main:574] : INFO : Epoch 1018 | loss: 0.0311697 | val_loss: 0.0311758 | Time: 2415.82 ms [2021-01-21 05:54:22 main:574] : INFO : Epoch 1019 | loss: 0.0311655 | val_loss: 0.0311777 | Time: 2511.36 ms [2021-01-21 05:54:25 main:574] : INFO : Epoch 1020 | loss: 0.0311661 | val_loss: 0.0311753 | Time: 2607.74 ms [2021-01-21 05:54:28 main:574] : INFO : Epoch 1021 | loss: 0.0311664 | val_loss: 0.0311765 | Time: 2699 ms [2021-01-21 05:54:30 main:574] : INFO : Epoch 1022 | loss: 0.0311663 | val_loss: 0.0311766 | Time: 2428.53 ms [2021-01-21 05:54:33 main:574] : INFO : Epoch 1023 | loss: 0.0311654 | val_loss: 0.0311768 | Time: 2474.67 ms [2021-01-21 05:54:35 main:574] : INFO : Epoch 1024 | loss: 0.0311654 | val_loss: 0.0311781 | Time: 2625.74 ms [2021-01-21 05:54:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311781 [2021-01-21 05:54:35 main:603] : INFO : Saving end state to config to file [2021-01-21 05:54:35 main:608] : INFO : Success, exiting.. 05:54:35 (3744): 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)