Task 10937909
| Name | ParityModified-1638635893-31029-2-0_1 |
| Workunit | 7577693 |
| Created | 21 Jan 2022, 9:46:52 UTC |
| Sent | 21 Jan 2022, 10:44:54 UTC |
| Report deadline | 29 Jan 2022, 10:44:54 UTC |
| Received | 23 Jan 2022, 5:51:16 UTC |
| Server state | Over |
| Outcome | Computation error |
| Client state | Compute error |
| Exit status | 197 (0x000000C5) EXIT_TIME_LIMIT_EXCEEDED |
| Computer ID | 18486 |
| Run time | 2 hours 31 min 37 sec |
| CPU time | 2 hours 21 min 50 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 16,285.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.37 GB |
| Peak swap size | 10.40 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.9.3</core_client_version> <![CDATA[ <message> exceeded elapsed time limit 9095.90 (4000000.00G/432.95G)</message> <stderr_txt> val_loss: 0.0311894 | Time: 2946.43 ms [2022-01-23 05:23:12 main:581] : INFO : Epoch 632 | loss: 0.0311705 | val_loss: 0.031188 | Time: 3029.26 ms [2022-01-23 05:23:15 main:581] : INFO : Epoch 633 | loss: 0.0311714 | val_loss: 0.0311872 | Time: 3056.32 ms [2022-01-23 05:23:18 main:581] : INFO : Epoch 634 | loss: 0.0311722 | val_loss: 0.0311861 | Time: 3078.34 ms [2022-01-23 05:23:21 main:581] : INFO : Epoch 635 | loss: 0.0311708 | val_loss: 0.0311896 | Time: 3119.55 ms [2022-01-23 05:23:24 main:581] : INFO : Epoch 636 | loss: 0.0311695 | val_loss: 0.0311872 | Time: 2980.95 ms [2022-01-23 05:23:27 main:581] : INFO : Epoch 637 | loss: 0.0311694 | val_loss: 0.0311872 | Time: 2949.07 ms [2022-01-23 05:23:30 main:581] : INFO : Epoch 638 | loss: 0.0311696 | val_loss: 0.0311864 | Time: 3078.68 ms [2022-01-23 05:23:33 main:581] : INFO : Epoch 639 | loss: 0.0311692 | val_loss: 0.0311887 | Time: 2980.1 ms [2022-01-23 05:23:36 main:581] : INFO : Epoch 640 | loss: 0.0311695 | val_loss: 0.0311875 | Time: 3015.13 ms [2022-01-23 05:23:39 main:581] : INFO : Epoch 641 | loss: 0.0311725 | val_loss: 0.0311865 | Time: 2982.95 ms [2022-01-23 05:23:43 main:581] : INFO : Epoch 642 | loss: 0.0311738 | val_loss: 0.0311862 | Time: 3146.5 ms [2022-01-23 05:23:46 main:581] : INFO : Epoch 643 | loss: 0.0311683 | val_loss: 0.0311894 | Time: 2965.63 ms [2022-01-23 05:23:48 main:581] : INFO : Epoch 644 | loss: 0.03117 | val_loss: 0.0311918 | Time: 2846.96 ms [2022-01-23 05:23:51 main:581] : INFO : Epoch 645 | loss: 0.0311705 | val_loss: 0.0311872 | Time: 3014.92 ms [2022-01-23 05:23:54 main:581] : INFO : Epoch 646 | loss: 0.0311721 | val_loss: 0.0311898 | Time: 2905.77 ms [2022-01-23 05:23:57 main:581] : INFO : Epoch 647 | loss: 0.0311679 | val_loss: 0.0311877 | Time: 2869.64 ms [2022-01-23 05:24:00 main:581] : INFO : Epoch 648 | loss: 0.0311676 | val_loss: 0.0311864 | Time: 2854.69 ms [2022-01-23 05:24:03 main:581] : INFO : Epoch 649 | loss: 0.0311675 | val_loss: 0.0311869 | Time: 2803.2 ms [2022-01-23 05:24:06 main:581] : INFO : Epoch 650 | loss: 0.0311654 | val_loss: 0.0311884 | Time: 2877.25 ms [2022-01-23 05:24:09 main:581] : INFO : Epoch 651 | loss: 0.0311681 | val_loss: 0.0311868 | Time: 2786.42 ms [2022-01-23 05:24:12 main:581] : INFO : Epoch 652 | loss: 0.0311664 | val_loss: 0.0311915 | Time: 3043.05 ms [2022-01-23 05:24:15 main:581] : INFO : Epoch 653 | loss: 0.0311664 | val_loss: 0.0311902 | Time: 2909.07 ms [2022-01-23 05:24:18 main:581] : INFO : Epoch 654 | loss: 0.0311676 | val_loss: 0.0311911 | Time: 2911.46 ms [2022-01-23 05:24:20 main:581] : INFO : Epoch 655 | loss: 0.0311679 | val_loss: 0.0311901 | Time: 2848.7 ms [2022-01-23 05:24:23 main:581] : INFO : Epoch 656 | loss: 0.0311661 | val_loss: 0.0311893 | Time: 2906.62 ms [2022-01-23 05:24:26 main:581] : INFO : Epoch 657 | loss: 0.0311646 | val_loss: 0.0311904 | Time: 3055.58 ms [2022-01-23 05:24:30 main:581] : INFO : Epoch 658 | loss: 0.0311651 | val_loss: 0.0311889 | Time: 3293.7 ms [2022-01-23 05:24:33 main:581] : INFO : Epoch 659 | loss: 0.0311654 | val_loss: 0.0311964 | Time: 3150.08 ms [2022-01-23 05:24:36 main:581] : INFO : Epoch 660 | loss: 0.0311684 | val_loss: 0.0311975 | Time: 3280.86 ms [2022-01-23 05:24:39 main:581] : INFO : Epoch 661 | loss: 0.0311666 | val_loss: 0.031191 | Time: 3088.03 ms [2022-01-23 05:24:42 main:581] : INFO : Epoch 662 | loss: 0.0311674 | val_loss: 0.03119 | Time: 3124.02 ms [2022-01-23 05:24:46 main:581] : INFO : Epoch 663 | loss: 0.0311659 | val_loss: 0.0311859 | Time: 3014.56 ms [2022-01-23 05:24:49 main:581] : INFO : Epoch 664 | loss: 0.0311648 | val_loss: 0.0311873 | Time: 3008.82 ms [2022-01-23 05:24:52 main:581] : INFO : Epoch 665 | loss: 0.0311656 | val_loss: 0.0311871 | Time: 2957.82 ms [2022-01-23 05:24:54 main:581] : INFO : Epoch 666 | loss: 0.0311647 | val_loss: 0.0311891 | Time: 2829.16 ms [2022-01-23 05:24:57 main:581] : INFO : Epoch 667 | loss: 0.0311647 | val_loss: 0.0311875 | Time: 2936.82 ms [2022-01-23 05:25:00 main:581] : INFO : Epoch 668 | loss: 0.0311688 | val_loss: 0.0311881 | Time: 2958.7 ms [2022-01-23 05:25:03 main:581] : INFO : Epoch 669 | loss: 0.031184 | val_loss: 0.0311864 | Time: 2882.21 ms [2022-01-23 05:25:06 main:581] : INFO : Epoch 670 | loss: 0.0311794 | val_loss: 0.0311856 | Time: 2992.97 ms [2022-01-23 05:25:09 main:581] : INFO : Epoch 671 | loss: 0.0311802 | val_loss: 0.0311871 | Time: 2972.91 ms [2022-01-23 05:25:12 main:581] : INFO : Epoch 672 | loss: 0.0311758 | val_loss: 0.0311832 | Time: 2964.72 ms [2022-01-23 05:25:15 main:581] : INFO : Epoch 673 | loss: 0.0311723 | val_loss: 0.0311823 | Time: 2971.35 ms [2022-01-23 05:25:19 main:581] : INFO : Epoch 674 | loss: 0.0311718 | val_loss: 0.0311821 | Time: 3369.79 ms [2022-01-23 05:25:22 main:581] : INFO : Epoch 675 | loss: 0.0311713 | val_loss: 0.0311832 | Time: 3426.68 ms [2022-01-23 05:25:25 main:581] : INFO : Epoch 676 | loss: 0.0311714 | val_loss: 0.0311837 | Time: 2966.5 ms [2022-01-23 05:25:28 main:581] : INFO : Epoch 677 | loss: 0.0311724 | val_loss: 0.0311911 | Time: 3195.68 ms [2022-01-23 05:25:31 main:581] : INFO : Epoch 678 | loss: 0.031174 | val_loss: 0.03119 | Time: 2930.35 ms [2022-01-23 05:25:34 main:581] : INFO : Epoch 679 | loss: 0.0311821 | val_loss: 0.0311906 | Time: 3014.51 ms [2022-01-23 05:25:37 main:581] : INFO : Epoch 680 | loss: 0.0311889 | val_loss: 0.0311905 | Time: 2874.98 ms [2022-01-23 05:25:40 main:581] : INFO : Epoch 681 | loss: 0.0311854 | val_loss: 0.0311897 | Time: 2858.31 ms [2022-01-23 05:25:43 main:581] : INFO : Epoch 682 | loss: 0.0311822 | val_loss: 0.0311887 | Time: 2744.66 ms [2022-01-23 05:25:45 main:581] : INFO : Epoch 683 | loss: 0.0311797 | val_loss: 0.0311875 | Time: 2808.83 ms [2022-01-23 05:25:48 main:581] : INFO : Epoch 684 | loss: 0.0311795 | val_loss: 0.0311878 | Time: 2939.19 ms [2022-01-23 05:25:51 main:581] : INFO : Epoch 685 | loss: 0.0311797 | val_loss: 0.0311957 | Time: 2887.17 ms [2022-01-23 05:25:54 main:581] : INFO : Epoch 686 | loss: 0.0311807 | val_loss: 0.0311858 | Time: 2978.34 ms [2022-01-23 05:25:57 main:581] : INFO : Epoch 687 | loss: 0.0311773 | val_loss: 0.0311839 | Time: 2931.6 ms [2022-01-23 05:26:00 main:581] : INFO : Epoch 688 | loss: 0.0311755 | val_loss: 0.0311843 | Time: 3078.19 ms [2022-01-23 05:26:03 main:581] : INFO : Epoch 689 | loss: 0.0311752 | val_loss: 0.0311882 | Time: 2906.52 ms [2022-01-23 05:26:06 main:581] : INFO : Epoch 690 | loss: 0.0311754 | val_loss: 0.031184 | Time: 3070.43 ms [2022-01-23 05:26:09 main:581] : INFO : Epoch 691 | loss: 0.0311738 | val_loss: 0.0311838 | Time: 2894.53 ms [2022-01-23 05:26:13 main:581] : INFO : Epoch 692 | loss: 0.031174 | val_loss: 0.0311856 | Time: 3127.84 ms [2022-01-23 05:26:16 main:581] : INFO : Epoch 693 | loss: 0.0311731 | val_loss: 0.0311859 | Time: 3129.32 ms [2022-01-23 05:26:19 main:581] : INFO : Epoch 694 | loss: 0.0311734 | val_loss: 0.0311846 | Time: 2917.09 ms [2022-01-23 05:26:22 main:581] : INFO : Epoch 695 | loss: 0.0311732 | val_loss: 0.0311867 | Time: 2998.56 ms [2022-01-23 05:26:24 main:581] : INFO : Epoch 696 | loss: 0.0311721 | val_loss: 0.0311874 | Time: 2734.16 ms [2022-01-23 05:26:27 main:581] : INFO : Epoch 697 | loss: 0.0311717 | val_loss: 0.0311893 | Time: 2997.16 ms [2022-01-23 05:26:30 main:581] : INFO : Epoch 698 | loss: 0.0311721 | val_loss: 0.0311834 | Time: 2913.31 ms [2022-01-23 05:26:33 main:581] : INFO : Epoch 699 | loss: 0.0311702 | val_loss: 0.0311894 | Time: 2971.69 ms [2022-01-23 05:26:36 main:581] : INFO : Epoch 700 | loss: 0.0311729 | val_loss: 0.0311847 | Time: 3092.29 ms [2022-01-23 05:26:39 main:581] : INFO : Epoch 701 | loss: 0.031169 | val_loss: 0.0311864 | Time: 2877.31 ms [2022-01-23 05:26:42 main:581] : INFO : Epoch 702 | loss: 0.0311701 | val_loss: 0.0311877 | Time: 2806.55 ms [2022-01-23 05:26:45 main:581] : INFO : Epoch 703 | loss: 0.0311694 | val_loss: 0.031187 | Time: 3119.6 ms [2022-01-23 05:26:48 main:581] : INFO : Epoch 704 | loss: 0.0311696 | val_loss: 0.0311876 | Time: 2762.17 ms [2022-01-23 05:26:51 main:581] : INFO : Epoch 705 | loss: 0.0311703 | val_loss: 0.0311854 | Time: 2867.7 ms [2022-01-23 05:26:54 main:581] : INFO : Epoch 706 | loss: 0.0311686 | val_loss: 0.0311894 | Time: 3008.96 ms [2022-01-23 05:26:57 main:581] : INFO : Epoch 707 | loss: 0.0311682 | val_loss: 0.0311854 | Time: 2940.52 ms [2022-01-23 05:27:00 main:581] : INFO : Epoch 708 | loss: 0.0311662 | val_loss: 0.0311859 | Time: 2790.68 ms [2022-01-23 05:27:03 main:581] : INFO : Epoch 709 | loss: 0.0311659 | val_loss: 0.0311864 | Time: 2914.14 ms [2022-01-23 05:27:06 main:581] : INFO : Epoch 710 | loss: 0.0311661 | val_loss: 0.0311858 | Time: 2855.66 ms [2022-01-23 05:27:09 main:581] : INFO : Epoch 711 | loss: 0.0311662 | val_loss: 0.0311864 | Time: 2974.49 ms [2022-01-23 05:27:12 main:581] : INFO : Epoch 712 | loss: 0.0311665 | val_loss: 0.0311875 | Time: 2853.09 ms [2022-01-23 05:27:15 main:581] : INFO : Epoch 713 | loss: 0.0311673 | val_loss: 0.0311874 | Time: 3148.7 ms [2022-01-23 05:27:18 main:581] : INFO : Epoch 714 | loss: 0.0311689 | val_loss: 0.0311847 | Time: 2799.96 ms [2022-01-23 05:27:20 main:581] : INFO : Epoch 715 | loss: 0.0311684 | val_loss: 0.0311862 | Time: 2756.2 ms [2022-01-23 05:27:23 main:581] : INFO : Epoch 716 | loss: 0.031167 | val_loss: 0.0311857 | Time: 2859.92 ms [2022-01-23 05:27:26 main:581] : INFO : Epoch 717 | loss: 0.031167 | val_loss: 0.0311847 | Time: 2838.86 ms [2022-01-23 05:27:29 main:581] : INFO : Epoch 718 | loss: 0.0311662 | val_loss: 0.0311842 | Time: 3105.96 ms [2022-01-23 05:27:32 main:581] : INFO : Epoch 719 | loss: 0.031166 | val_loss: 0.0311878 | Time: 3124.34 ms [2022-01-23 05:27:35 main:581] : INFO : Epoch 720 | loss: 0.0311672 | val_loss: 0.0311851 | Time: 3082.68 ms [2022-01-23 05:27:38 main:581] : INFO : Epoch 721 | loss: 0.0311663 | val_loss: 0.0311835 | Time: 2794.84 ms [2022-01-23 05:27:41 main:581] : INFO : Epoch 722 | loss: 0.031165 | val_loss: 0.0311852 | Time: 2862.71 ms [2022-01-23 05:27:44 main:581] : INFO : Epoch 723 | loss: 0.0311634 | val_loss: 0.0311892 | Time: 3030.99 ms [2022-01-23 05:27:47 main:581] : INFO : Epoch 724 | loss: 0.0311656 | val_loss: 0.0311856 | Time: 2920.1 ms [2022-01-23 05:27:50 main:581] : INFO : Epoch 725 | loss: 0.0311646 | val_loss: 0.0311865 | Time: 2966.28 ms [2022-01-23 05:27:53 main:581] : INFO : Epoch 726 | loss: 0.0311637 | val_loss: 0.0311838 | Time: 2802.58 ms [2022-01-23 05:27:56 main:581] : INFO : Epoch 727 | loss: 0.0311624 | val_loss: 0.03119 | Time: 2980.66 ms [2022-01-23 05:27:59 main:581] : INFO : Epoch 728 | loss: 0.031164 | val_loss: 0.0311831 | Time: 3089.4 ms [2022-01-23 05:28:02 main:581] : INFO : Epoch 729 | loss: 0.0311626 | val_loss: 0.0311853 | Time: 2854.93 ms [2022-01-23 05:28:05 main:581] : INFO : Epoch 730 | loss: 0.0311633 | val_loss: 0.0311845 | Time: 2848.97 ms [2022-01-23 05:28:07 main:581] : INFO : Epoch 731 | loss: 0.0311647 | val_loss: 0.0311899 | Time: 2821.98 ms [2022-01-23 05:28:10 main:581] : INFO : Epoch 732 | loss: 0.0311635 | val_loss: 0.0311857 | Time: 2947.69 ms [2022-01-23 05:28:13 main:581] : INFO : Epoch 733 | loss: 0.0311625 | val_loss: 0.0311853 | Time: 3027.1 ms [2022-01-23 05:28:16 main:581] : INFO : Epoch 734 | loss: 0.0311635 | val_loss: 0.0311841 | Time: 2732.1 ms [2022-01-23 05:28:19 main:581] : INFO : Epoch 735 | loss: 0.0311628 | val_loss: 0.0311901 | Time: 2685.86 ms [2022-01-23 05:28:22 main:581] : INFO : Epoch 736 | loss: 0.0311629 | val_loss: 0.0311844 | Time: 2851.86 ms [2022-01-23 05:28:25 main:581] : INFO : Epoch 737 | loss: 0.0311619 | val_loss: 0.0311872 | Time: 2987.37 ms [2022-01-23 05:28:28 main:581] : INFO : Epoch 738 | loss: 0.0311629 | val_loss: 0.0311831 | Time: 2885.9 ms [2022-01-23 05:28:30 main:581] : INFO : Epoch 739 | loss: 0.0311608 | val_loss: 0.0311862 | Time: 2844.31 ms [2022-01-23 05:28:33 main:581] : INFO : Epoch 740 | loss: 0.0311606 | val_loss: 0.0311874 | Time: 2833.5 ms [2022-01-23 05:28:36 main:581] : INFO : Epoch 741 | loss: 0.0311615 | val_loss: 0.0311851 | Time: 2900.05 ms [2022-01-23 05:28:39 main:581] : INFO : Epoch 742 | loss: 0.0311601 | val_loss: 0.0311849 | Time: 2943.82 ms [2022-01-23 05:28:42 main:581] : INFO : Epoch 743 | loss: 0.0311597 | val_loss: 0.0311857 | Time: 2856.92 ms [2022-01-23 05:28:45 main:581] : INFO : Epoch 744 | loss: 0.0311608 | val_loss: 0.0311876 | Time: 2898.53 ms [2022-01-23 05:28:48 main:581] : INFO : Epoch 745 | loss: 0.0311599 | val_loss: 0.0311851 | Time: 2757.64 ms [2022-01-23 05:28:51 main:581] : INFO : Epoch 746 | loss: 0.0311601 | val_loss: 0.0311858 | Time: 2775.91 ms [2022-01-23 05:28:53 main:581] : INFO : Epoch 747 | loss: 0.0311596 | val_loss: 0.0311864 | Time: 2836.73 ms [2022-01-23 05:28:56 main:581] : INFO : Epoch 748 | loss: 0.0311643 | val_loss: 0.0312019 | Time: 2940.07 ms [2022-01-23 05:28:59 main:581] : INFO : Epoch 749 | loss: 0.0311744 | val_loss: 0.0311884 | Time: 2754.7 ms [2022-01-23 05:29:02 main:581] : INFO : Epoch 750 | loss: 0.0311607 | val_loss: 0.0311865 | Time: 2992.87 ms [2022-01-23 05:29:05 main:581] : INFO : Epoch 751 | loss: 0.0311584 | val_loss: 0.0311864 | Time: 3121.62 ms [2022-01-23 05:29:08 main:581] : INFO : Epoch 752 | loss: 0.0311588 | val_loss: 0.0311884 | Time: 2864.17 ms [2022-01-23 05:29:11 main:581] : INFO : Epoch 753 | loss: 0.0311588 | val_loss: 0.0311902 | Time: 3187.76 ms [2022-01-23 05:29:14 main:581] : INFO : Epoch 754 | loss: 0.0311584 | val_loss: 0.0311876 | Time: 2951.28 ms [2022-01-23 05:29:17 main:581] : INFO : Epoch 755 | loss: 0.0311584 | val_loss: 0.0311945 | Time: 2873.1 ms [2022-01-23 05:29:20 main:581] : INFO : Epoch 756 | loss: 0.0311588 | val_loss: 0.0311879 | Time: 2987.64 ms [2022-01-23 05:29:23 main:581] : INFO : Epoch 757 | loss: 0.0311583 | val_loss: 0.0311881 | Time: 2807.53 ms [2022-01-23 05:29:26 main:581] : INFO : Epoch 758 | loss: 0.0311591 | val_loss: 0.0311902 | Time: 3054.81 ms [2022-01-23 05:29:29 main:581] : INFO : Epoch 759 | loss: 0.0311619 | val_loss: 0.031188 | Time: 2812.62 ms [2022-01-23 05:29:32 main:581] : INFO : Epoch 760 | loss: 0.0311603 | val_loss: 0.031185 | Time: 2765.65 ms [2022-01-23 05:29:34 main:581] : INFO : Epoch 761 | loss: 0.0311602 | val_loss: 0.0311859 | Time: 2802.45 ms [2022-01-23 05:29:37 main:581] : INFO : Epoch 762 | loss: 0.0311589 | val_loss: 0.031186 | Time: 2737.9 ms [2022-01-23 05:29:40 main:581] : INFO : Epoch 763 | loss: 0.0311592 | val_loss: 0.0311912 | Time: 3094.68 ms [2022-01-23 05:29:44 main:581] : INFO : Epoch 764 | loss: 0.031159 | val_loss: 0.031188 | Time: 3216.38 ms [2022-01-23 05:29:47 main:581] : INFO : Epoch 765 | loss: 0.0311573 | val_loss: 0.0311977 | Time: 3140.33 ms [2022-01-23 05:29:50 main:581] : INFO : Epoch 766 | loss: 0.0311592 | val_loss: 0.0311864 | Time: 2787.6 ms [2022-01-23 05:29:52 main:581] : INFO : Epoch 767 | loss: 0.0311586 | val_loss: 0.0311859 | Time: 2898.37 ms [2022-01-23 05:29:55 main:581] : INFO : Epoch 768 | loss: 0.0311593 | val_loss: 0.0311864 | Time: 2744.81 ms [2022-01-23 05:29:58 main:581] : INFO : Epoch 769 | loss: 0.0311576 | val_loss: 0.0311872 | Time: 2763.51 ms [2022-01-23 05:30:01 main:581] : INFO : Epoch 770 | loss: 0.0311569 | val_loss: 0.0311884 | Time: 2926.26 ms [2022-01-23 05:30:04 main:581] : INFO : Epoch 771 | loss: 0.0311586 | val_loss: 0.031198 | Time: 2812.13 ms [2022-01-23 05:30:07 main:581] : INFO : Epoch 772 | loss: 0.0311606 | val_loss: 0.0311889 | Time: 2797.8 ms [2022-01-23 05:30:09 main:581] : INFO : Epoch 773 | loss: 0.0311567 | val_loss: 0.0311909 | Time: 2795.02 ms [2022-01-23 05:30:12 main:581] : INFO : Epoch 774 | loss: 0.0311557 | val_loss: 0.0311941 | Time: 2928.43 ms [2022-01-23 05:30:16 main:581] : INFO : Epoch 775 | loss: 0.0311551 | val_loss: 0.0311843 | Time: 3140.09 ms [2022-01-23 05:30:18 main:581] : INFO : Epoch 776 | loss: 0.0311546 | val_loss: 0.0311901 | Time: 2701.92 ms [2022-01-23 05:30:21 main:581] : INFO : Epoch 777 | loss: 0.0311557 | val_loss: 0.0311871 | Time: 2994.18 ms [2022-01-23 05:30:24 main:581] : INFO : Epoch 778 | loss: 0.0311563 | val_loss: 0.0311945 | Time: 2759.2 ms [2022-01-23 05:30:27 main:581] : INFO : Epoch 779 | loss: 0.0311775 | val_loss: 0.031192 | Time: 3094.47 ms [2022-01-23 05:30:30 main:581] : INFO : Epoch 780 | loss: 0.0311763 | val_loss: 0.0311846 | Time: 2863.36 ms [2022-01-23 05:30:33 main:581] : INFO : Epoch 781 | loss: 0.0311703 | val_loss: 0.0311842 | Time: 2794.56 ms [2022-01-23 05:30:36 main:581] : INFO : Epoch 782 | loss: 0.031166 | val_loss: 0.031186 | Time: 2919.96 ms [2022-01-23 05:30:39 main:581] : INFO : Epoch 783 | loss: 0.0311631 | val_loss: 0.0311871 | Time: 2845.02 ms [2022-01-23 05:30:42 main:581] : INFO : Epoch 784 | loss: 0.0311614 | val_loss: 0.0311924 | Time: 2797.07 ms [2022-01-23 05:30:44 main:581] : INFO : Epoch 785 | loss: 0.0311616 | val_loss: 0.031194 | Time: 2749.69 ms [2022-01-23 05:30:47 main:581] : INFO : Epoch 786 | loss: 0.0311634 | val_loss: 0.0311901 | Time: 3010.27 ms [2022-01-23 05:30:50 main:581] : INFO : Epoch 787 | loss: 0.0311587 | val_loss: 0.0311887 | Time: 2902.69 ms [2022-01-23 05:30:53 main:581] : INFO : Epoch 788 | loss: 0.0311616 | val_loss: 0.031189 | Time: 2806.24 ms [2022-01-23 05:30:56 main:581] : INFO : Epoch 789 | loss: 0.0311626 | val_loss: 0.0311879 | Time: 3018.32 ms [2022-01-23 05:30:59 main:581] : INFO : Epoch 790 | loss: 0.0311665 | val_loss: 0.0311895 | Time: 2950.8 ms [2022-01-23 05:31:02 main:581] : INFO : Epoch 791 | loss: 0.0311635 | val_loss: 0.031187 | Time: 2786.13 ms [2022-01-23 05:31:05 main:581] : INFO : Epoch 792 | loss: 0.0311673 | val_loss: 0.0311856 | Time: 2895.47 ms [2022-01-23 05:31:08 main:581] : INFO : Epoch 793 | loss: 0.0311628 | val_loss: 0.0311891 | Time: 3166.62 ms [2022-01-23 05:31:11 main:581] : INFO : Epoch 794 | loss: 0.031162 | val_loss: 0.0311923 | Time: 2773.34 ms [2022-01-23 05:31:14 main:581] : INFO : Epoch 795 | loss: 0.0311606 | val_loss: 0.0311874 | Time: 2929.06 ms [2022-01-23 05:31:17 main:581] : INFO : Epoch 796 | loss: 0.0311576 | val_loss: 0.0311927 | Time: 2840.1 ms [2022-01-23 05:31:20 main:581] : INFO : Epoch 797 | loss: 0.0311591 | val_loss: 0.0311888 | Time: 3040.92 ms [2022-01-23 05:31:23 main:581] : INFO : Epoch 798 | loss: 0.0311586 | val_loss: 0.0311893 | Time: 2838.82 ms [2022-01-23 05:31:25 main:581] : INFO : Epoch 799 | loss: 0.0311564 | val_loss: 0.0311901 | Time: 2831.28 ms [2022-01-23 05:31:28 main:581] : INFO : Epoch 800 | loss: 0.03116 | val_loss: 0.0311934 | Time: 2878.37 ms [2022-01-23 05:31:31 main:581] : INFO : Epoch 801 | loss: 0.0311626 | val_loss: 0.0311858 | Time: 2803.8 ms [2022-01-23 05:31:34 main:581] : INFO : Epoch 802 | loss: 0.0311641 | val_loss: 0.0311876 | Time: 2960.05 ms [2022-01-23 05:31:37 main:581] : INFO : Epoch 803 | loss: 0.0311616 | val_loss: 0.0311869 | Time: 2779.89 ms [2022-01-23 05:31:40 main:581] : INFO : Epoch 804 | loss: 0.0311601 | val_loss: 0.0311926 | Time: 3139.05 ms [2022-01-23 05:31:43 main:581] : INFO : Epoch 805 | loss: 0.0311604 | val_loss: 0.0311914 | Time: 3344.81 ms [2022-01-23 05:31:46 main:581] : INFO : Epoch 806 | loss: 0.0311603 | val_loss: 0.0311887 | Time: 2993.33 ms [2022-01-23 05:31:49 main:581] : INFO : Epoch 807 | loss: 0.0311578 | val_loss: 0.0311925 | Time: 3024.61 ms [2022-01-23 05:31:53 main:581] : INFO : Epoch 808 | loss: 0.0311583 | val_loss: 0.0311947 | Time: 3038.42 ms [2022-01-23 05:31:55 main:581] : INFO : Epoch 809 | loss: 0.0311565 | val_loss: 0.0311951 | Time: 2916.2 ms [2022-01-23 05:31:58 main:581] : INFO : Epoch 810 | loss: 0.0311572 | val_loss: 0.0311908 | Time: 2850.29 ms [2022-01-23 05:32:01 main:581] : INFO : Epoch 811 | loss: 0.0311553 | val_loss: 0.0311911 | Time: 2993.95 ms [2022-01-23 05:32:04 main:581] : INFO : Epoch 812 | loss: 0.0311642 | val_loss: 0.0311896 | Time: 2825.75 ms [2022-01-23 05:32:07 main:581] : INFO : Epoch 813 | loss: 0.0311711 | val_loss: 0.0311882 | Time: 2960.74 ms [2022-01-23 05:32:10 main:581] : INFO : Epoch 814 | loss: 0.0311697 | val_loss: 0.0311818 | Time: 3009.66 ms [2022-01-23 05:32:13 main:581] : INFO : Epoch 815 | loss: 0.0311674 | val_loss: 0.0311852 | Time: 3063.33 ms [2022-01-23 05:32:16 main:581] : INFO : Epoch 816 | loss: 0.0311651 | val_loss: 0.031192 | Time: 3016.67 ms [2022-01-23 05:32:19 main:581] : INFO : Epoch 817 | loss: 0.0311627 | val_loss: 0.0311875 | Time: 3136.43 ms [2022-01-23 05:32:23 main:581] : INFO : Epoch 818 | loss: 0.0311616 | val_loss: 0.0311866 | Time: 3195.58 ms [2022-01-23 05:32:26 main:581] : INFO : Epoch 819 | loss: 0.0311602 | val_loss: 0.0311873 | Time: 3103.6 ms [2022-01-23 05:32:29 main:581] : INFO : Epoch 820 | loss: 0.0311587 | val_loss: 0.0311866 | Time: 3014.09 ms [2022-01-23 05:32:32 main:581] : INFO : Epoch 821 | loss: 0.0311586 | val_loss: 0.0311872 | Time: 3025.27 ms [2022-01-23 05:32:35 main:581] : INFO : Epoch 822 | loss: 0.0311556 | val_loss: 0.0311845 | Time: 3158.8 ms [2022-01-23 05:32:38 main:581] : INFO : Epoch 823 | loss: 0.031156 | val_loss: 0.031184 | Time: 3019.88 ms [2022-01-23 05:32:41 main:581] : INFO : Epoch 824 | loss: 0.031154 | val_loss: 0.0311887 | Time: 3113.28 ms [2022-01-23 05:32:44 main:581] : INFO : Epoch 825 | loss: 0.0311564 | val_loss: 0.0311909 | Time: 3081.33 ms [2022-01-23 05:32:47 main:581] : INFO : Epoch 826 | loss: 0.0311561 | val_loss: 0.0311866 | Time: 3156.66 ms [2022-01-23 05:32:51 main:581] : INFO : Epoch 827 | loss: 0.0311581 | val_loss: 0.0311882 | Time: 3132.06 ms [2022-01-23 05:32:54 main:581] : INFO : Epoch 828 | loss: 0.0311637 | val_loss: 0.0311936 | Time: 3254.51 ms [2022-01-23 05:32:57 main:581] : INFO : Epoch 829 | loss: 0.0311739 | val_loss: 0.0312088 | Time: 3217.96 ms [2022-01-23 05:33:00 main:581] : INFO : Epoch 830 | loss: 0.0311777 | val_loss: 0.0311881 | Time: 3045.09 ms [2022-01-23 05:33:03 main:581] : INFO : Epoch 831 | loss: 0.0311748 | val_loss: 0.0312145 | Time: 3132.25 ms [2022-01-23 05:33:07 main:581] : INFO : Epoch 832 | loss: 0.0311945 | val_loss: 0.031186 | Time: 3377.12 ms [2022-01-23 05:33:10 main:581] : INFO : Epoch 833 | loss: 0.0311821 | val_loss: 0.0311821 | Time: 3172.62 ms [2022-01-23 05:33:13 main:581] : INFO : Epoch 834 | loss: 0.0311761 | val_loss: 0.03118 | Time: 3168.06 ms [2022-01-23 05:33:16 main:581] : INFO : Epoch 835 | loss: 0.0311722 | val_loss: 0.0311821 | Time: 3347.99 ms [2022-01-23 05:33:20 main:581] : INFO : Epoch 836 | loss: 0.0311689 | val_loss: 0.0311795 | Time: 3299.66 ms [2022-01-23 05:33:23 main:581] : INFO : Epoch 837 | loss: 0.0311678 | val_loss: 0.0311787 | Time: 3133.81 ms [2022-01-23 05:33:26 main:581] : INFO : Epoch 838 | loss: 0.0311664 | val_loss: 0.0311797 | Time: 3162.08 ms [2022-01-23 05:33:29 main:581] : INFO : Epoch 839 | loss: 0.0311657 | val_loss: 0.0311794 | Time: 3108.72 ms [2022-01-23 05:33:32 main:581] : INFO : Epoch 840 | loss: 0.0311655 | val_loss: 0.0311775 | Time: 3079.98 ms [2022-01-23 05:33:36 main:581] : INFO : Epoch 841 | loss: 0.0311645 | val_loss: 0.0311813 | Time: 3303.23 ms [2022-01-23 05:33:39 main:581] : INFO : Epoch 842 | loss: 0.0311634 | val_loss: 0.0311787 | Time: 3119.1 ms [2022-01-23 05:33:42 main:581] : INFO : Epoch 843 | loss: 0.0311657 | val_loss: 0.0311803 | Time: 3109.47 ms [2022-01-23 05:33:45 main:581] : INFO : Epoch 844 | loss: 0.0311726 | val_loss: 0.031183 | Time: 3151.34 ms [2022-01-23 05:33:48 main:581] : INFO : Epoch 845 | loss: 0.0311689 | val_loss: 0.0311833 | Time: 3071.94 ms [2022-01-23 05:33:51 main:581] : INFO : Epoch 846 | loss: 0.0311659 | val_loss: 0.0311813 | Time: 3115.03 ms [2022-01-23 05:33:54 main:581] : INFO : Epoch 847 | loss: 0.0311644 | val_loss: 0.0311831 | Time: 3125 ms [2022-01-23 05:33:57 main:581] : INFO : Epoch 848 | loss: 0.031163 | val_loss: 0.0311823 | Time: 3054.88 ms [2022-01-23 05:34:01 main:581] : INFO : Epoch 849 | loss: 0.0311662 | val_loss: 0.0311869 | Time: 3109.92 ms [2022-01-23 05:34:04 main:581] : INFO : Epoch 850 | loss: 0.0311694 | val_loss: 0.0311813 | Time: 3215.26 ms [2022-01-23 05:34:07 main:581] : INFO : Epoch 851 | loss: 0.0311677 | val_loss: 0.0311824 | Time: 3203.06 ms [2022-01-23 05:34:10 main:581] : INFO : Epoch 852 | loss: 0.031165 | val_loss: 0.0311842 | Time: 3114.85 ms [2022-01-23 05:34:13 main:581] : INFO : Epoch 853 | loss: 0.0311647 | val_loss: 0.0311808 | Time: 3319.47 ms [2022-01-23 05:34:17 main:581] : INFO : Epoch 854 | loss: 0.0311602 | val_loss: 0.0311779 | Time: 3260.65 ms [2022-01-23 05:34:20 main:581] : INFO : Epoch 855 | loss: 0.0311594 | val_loss: 0.031179 | Time: 3089.47 ms [2022-01-23 05:34:23 main:581] : INFO : Epoch 856 | loss: 0.0311596 | val_loss: 0.0311805 | Time: 3180.14 ms [2022-01-23 05:34:26 main:581] : INFO : Epoch 857 | loss: 0.0311597 | val_loss: 0.0311839 | Time: 3228.62 ms [2022-01-23 05:34:30 main:581] : INFO : Epoch 858 | loss: 0.0311586 | val_loss: 0.0311787 | Time: 3307.92 ms [2022-01-23 05:34:33 main:581] : INFO : Epoch 859 | loss: 0.031158 | val_loss: 0.0311782 | Time: 3275.55 ms [2022-01-23 05:34:36 main:581] : INFO : Epoch 860 | loss: 0.0311583 | val_loss: 0.0311801 | Time: 3108.5 ms [2022-01-23 05:34:39 main:581] : INFO : Epoch 861 | loss: 0.0311598 | val_loss: 0.03118 | Time: 3264.86 ms [2022-01-23 05:34:42 main:581] : INFO : Epoch 862 | loss: 0.031159 | val_loss: 0.0311844 | Time: 3124.35 ms [2022-01-23 05:34:45 main:581] : INFO : Epoch 863 | loss: 0.0311573 | val_loss: 0.03118 | Time: 3016.62 ms [2022-01-23 05:34:49 main:581] : INFO : Epoch 864 | loss: 0.0311556 | val_loss: 0.0311835 | Time: 3344.03 ms [2022-01-23 05:34:52 main:581] : INFO : Epoch 865 | loss: 0.0311558 | val_loss: 0.031182 | Time: 3131.53 ms [2022-01-23 05:34:55 main:581] : INFO : Epoch 866 | loss: 0.0311565 | val_loss: 0.0311817 | Time: 3127.74 ms [2022-01-23 05:34:58 main:581] : INFO : Epoch 867 | loss: 0.03116 | val_loss: 0.0311816 | Time: 3091.95 ms [2022-01-23 05:35:01 main:581] : INFO : Epoch 868 | loss: 0.0311678 | val_loss: 0.0311875 | Time: 3079.56 ms [2022-01-23 05:35:05 main:581] : INFO : Epoch 869 | loss: 0.0311726 | val_loss: 0.0311831 | Time: 3355.76 ms [2022-01-23 05:35:08 main:581] : INFO : Epoch 870 | loss: 0.031168 | val_loss: 0.0311792 | Time: 3011.06 ms [2022-01-23 05:35:11 main:581] : INFO : Epoch 871 | loss: 0.0311614 | val_loss: 0.0311763 | Time: 2999.86 ms [2022-01-23 05:35:14 main:581] : INFO : Epoch 872 | loss: 0.0311599 | val_loss: 0.0311786 | Time: 3257.59 ms [2022-01-23 05:35:17 main:581] : INFO : Epoch 873 | loss: 0.0311639 | val_loss: 0.0311856 | Time: 3051.29 ms [2022-01-23 05:35:20 main:581] : INFO : Epoch 874 | loss: 0.0311738 | val_loss: 0.0311824 | Time: 3145.06 ms [2022-01-23 05:35:23 main:581] : INFO : Epoch 875 | loss: 0.031172 | val_loss: 0.0311789 | Time: 2998.22 ms [2022-01-23 05:35:26 main:581] : INFO : Epoch 876 | loss: 0.0311661 | val_loss: 0.0311771 | Time: 2999.72 ms [2022-01-23 05:35:29 main:581] : INFO : Epoch 877 | loss: 0.0311643 | val_loss: 0.0311793 | Time: 3095.48 ms [2022-01-23 05:35:33 main:581] : INFO : Epoch 878 | loss: 0.031164 | val_loss: 0.0311777 | Time: 3201.21 ms [2022-01-23 05:35:36 main:581] : INFO : Epoch 879 | loss: 0.0311591 | val_loss: 0.0311793 | Time: 3086.59 ms [2022-01-23 05:35:39 main:581] : INFO : Epoch 880 | loss: 0.0311571 | val_loss: 0.0311818 | Time: 3047.29 ms [2022-01-23 05:35:42 main:581] : INFO : Epoch 881 | loss: 0.0311598 | val_loss: 0.03118 | Time: 3163.92 ms [2022-01-23 05:35:45 main:581] : INFO : Epoch 882 | loss: 0.0311611 | val_loss: 0.0311781 | Time: 3008.8 ms [2022-01-23 05:35:48 main:581] : INFO : Epoch 883 | loss: 0.0311582 | val_loss: 0.0311796 | Time: 3060.78 ms [2022-01-23 05:35:51 main:581] : INFO : Epoch 884 | loss: 0.0311574 | val_loss: 0.0311803 | Time: 3141.98 ms [2022-01-23 05:35:54 main:581] : INFO : Epoch 885 | loss: 0.0311552 | val_loss: 0.0311781 | Time: 3053.59 ms [2022-01-23 05:35:58 main:581] : INFO : Epoch 886 | loss: 0.0311561 | val_loss: 0.0311781 | Time: 3144.54 ms [2022-01-23 05:36:01 main:581] : INFO : Epoch 887 | loss: 0.0311572 | val_loss: 0.0311822 | Time: 3259.57 ms [2022-01-23 05:36:04 main:581] : INFO : Epoch 888 | loss: 0.0311541 | val_loss: 0.0311808 | Time: 2970.43 ms [2022-01-23 05:36:07 main:581] : INFO : Epoch 889 | loss: 0.0311545 | val_loss: 0.0311814 | Time: 3038.24 ms [2022-01-23 05:36:10 main:581] : INFO : Epoch 890 | loss: 0.031161 | val_loss: 0.0311794 | Time: 3020.04 ms [2022-01-23 05:36:13 main:581] : INFO : Epoch 891 | loss: 0.0311577 | val_loss: 0.0311808 | Time: 3061.96 ms [2022-01-23 05:36:16 main:581] : INFO : Epoch 892 | loss: 0.031159 | val_loss: 0.0311801 | Time: 3092.03 ms [2022-01-23 05:36:19 main:581] : INFO : Epoch 893 | loss: 0.0311564 | val_loss: 0.0311861 | Time: 3028.14 ms [2022-01-23 05:36:22 main:581] : INFO : Epoch 894 | loss: 0.0311615 | val_loss: 0.0311782 | Time: 3107.45 ms [2022-01-23 05:36:25 main:581] : INFO : Epoch 895 | loss: 0.0311559 | val_loss: 0.0311847 | Time: 3165.04 ms [2022-01-23 05:36:28 main:581] : INFO : Epoch 896 | loss: 0.0311524 | val_loss: 0.0311802 | Time: 2964.25 ms [2022-01-23 05:36:32 main:581] : INFO : Epoch 897 | loss: 0.0311519 | val_loss: 0.0311786 | Time: 3215.56 ms [2022-01-23 05:36:35 main:581] : INFO : Epoch 898 | loss: 0.0311555 | val_loss: 0.0311777 | Time: 2974.35 ms [2022-01-23 05:36:38 main:581] : INFO : Epoch 899 | loss: 0.0311577 | val_loss: 0.031181 | Time: 3027.5 ms [2022-01-23 05:36:41 main:581] : INFO : Epoch 900 | loss: 0.031157 | val_loss: 0.0311842 | Time: 3229.75 ms [2022-01-23 05:36:44 main:581] : INFO : Epoch 901 | loss: 0.0311569 | val_loss: 0.0311776 | Time: 3183.89 ms [2022-01-23 05:36:47 main:581] : INFO : Epoch 902 | loss: 0.031156 | val_loss: 0.0311772 | Time: 3204.72 ms [2022-01-23 05:36:50 main:581] : INFO : Epoch 903 | loss: 0.0311538 | val_loss: 0.0311814 | Time: 3096.95 ms [2022-01-23 05:36:54 main:581] : INFO : Epoch 904 | loss: 0.0311518 | val_loss: 0.0311797 | Time: 3402.78 ms [2022-01-23 05:36:57 main:581] : INFO : Epoch 905 | loss: 0.0311531 | val_loss: 0.031183 | Time: 3162.14 ms [2022-01-23 05:37:00 main:581] : INFO : Epoch 906 | loss: 0.0311547 | val_loss: 0.0311836 | Time: 3202.61 ms [2022-01-23 05:37:03 main:581] : INFO : Epoch 907 | loss: 0.0311568 | val_loss: 0.0311774 | Time: 3016.39 ms [2022-01-23 05:37:06 main:581] : INFO : Epoch 908 | loss: 0.0311579 | val_loss: 0.0311858 | Time: 3026.71 ms [2022-01-23 05:37:10 main:581] : INFO : Epoch 909 | loss: 0.0311568 | val_loss: 0.0311888 | Time: 3285.31 ms [2022-01-23 05:37:13 main:581] : INFO : Epoch 910 | loss: 0.0311549 | val_loss: 0.0311871 | Time: 3264.79 ms [2022-01-23 05:37:16 main:581] : INFO : Epoch 911 | loss: 0.0311558 | val_loss: 0.0311835 | Time: 3204.94 ms [2022-01-23 05:37:19 main:581] : INFO : Epoch 912 | loss: 0.0311637 | val_loss: 0.0311788 | Time: 3130.09 ms [2022-01-23 05:37:23 main:581] : INFO : Epoch 913 | loss: 0.0311623 | val_loss: 0.0311802 | Time: 3257.09 ms [2022-01-23 05:37:26 main:581] : INFO : Epoch 914 | loss: 0.0311608 | val_loss: 0.0311805 | Time: 3161.76 ms [2022-01-23 05:37:29 main:581] : INFO : Epoch 915 | loss: 0.0311565 | val_loss: 0.0311765 | Time: 3078.95 ms [2022-01-23 05:37:32 main:581] : INFO : Epoch 916 | loss: 0.0311532 | val_loss: 0.0311838 | Time: 3304.69 ms [2022-01-23 05:37:35 main:581] : INFO : Epoch 917 | loss: 0.0311533 | val_loss: 0.0311799 | Time: 3198.67 ms [2022-01-23 05:37:39 main:581] : INFO : Epoch 918 | loss: 0.0311539 | val_loss: 0.0311876 | Time: 3238.59 ms [2022-01-23 05:37:42 main:581] : INFO : Epoch 919 | loss: 0.0311563 | val_loss: 0.0311802 | Time: 3117.54 ms [2022-01-23 05:37:45 main:581] : INFO : Epoch 920 | loss: 0.0311538 | val_loss: 0.0311845 | Time: 3193.18 ms [2022-01-23 05:37:48 main:581] : INFO : Epoch 921 | loss: 0.0311544 | val_loss: 0.0311808 | Time: 3110.31 ms [2022-01-23 05:37:51 main:581] : INFO : Epoch 922 | loss: 0.0311528 | val_loss: 0.0311867 | Time: 3163.95 ms [2022-01-23 05:37:54 main:581] : INFO : Epoch 923 | loss: 0.0311557 | val_loss: 0.0311808 | Time: 3057.96 ms [2022-01-23 05:37:58 main:581] : INFO : Epoch 924 | loss: 0.0311576 | val_loss: 0.0311801 | Time: 3194.51 ms [2022-01-23 05:38:01 main:581] : INFO : Epoch 925 | loss: 0.0311534 | val_loss: 0.0311792 | Time: 3223.33 ms [2022-01-23 05:38:04 main:581] : INFO : Epoch 926 | loss: 0.0311559 | val_loss: 0.0311878 | Time: 3091.8 ms [2022-01-23 05:38:07 main:581] : INFO : Epoch 927 | loss: 0.0311747 | val_loss: 0.0311834 | Time: 3161.82 ms [2022-01-23 05:38:10 main:581] : INFO : Epoch 928 | loss: 0.0311766 | val_loss: 0.0311807 | Time: 3110.75 ms [2022-01-23 05:38:13 main:581] : INFO : Epoch 929 | loss: 0.0311691 | val_loss: 0.0311778 | Time: 3202.11 ms [2022-01-23 05:38:17 main:581] : INFO : Epoch 930 | loss: 0.0311652 | val_loss: 0.0311761 | Time: 3190.6 ms [2022-01-23 05:38:20 main:581] : INFO : Epoch 931 | loss: 0.0311633 | val_loss: 0.03118 | Time: 3083.62 ms [2022-01-23 05:38:23 main:581] : INFO : Epoch 932 | loss: 0.0311606 | val_loss: 0.0311775 | Time: 3205.26 ms [2022-01-23 05:38:26 main:581] : INFO : Epoch 933 | loss: 0.0311579 | val_loss: 0.0311757 | Time: 3096.52 ms [2022-01-23 05:38:29 main:581] : INFO : Epoch 934 | loss: 0.0311566 | val_loss: 0.0311766 | Time: 3196.72 ms [2022-01-23 05:38:33 main:581] : INFO : Epoch 935 | loss: 0.0311552 | val_loss: 0.031178 | Time: 3160.47 ms [2022-01-23 05:38:36 main:581] : INFO : Epoch 936 | loss: 0.0311539 | val_loss: 0.0311776 | Time: 3264.28 ms [2022-01-23 05:38:39 main:581] : INFO : Epoch 937 | loss: 0.0311544 | val_loss: 0.0311858 | Time: 3258.01 ms [2022-01-23 05:38:42 main:581] : INFO : Epoch 938 | loss: 0.0311575 | val_loss: 0.0311798 | Time: 3168.59 ms [2022-01-23 05:38:45 main:581] : INFO : Epoch 939 | loss: 0.031155 | val_loss: 0.0311815 | Time: 3143.87 ms [2022-01-23 05:38:49 main:581] : INFO : Epoch 940 | loss: 0.0311532 | val_loss: 0.0311751 | Time: 3139.2 ms [2022-01-23 05:38:52 main:581] : INFO : Epoch 941 | loss: 0.0311571 | val_loss: 0.0311781 | Time: 3369.96 ms [2022-01-23 05:38:55 main:581] : INFO : Epoch 942 | loss: 0.0311536 | val_loss: 0.0311795 | Time: 3107.49 ms [2022-01-23 05:38:58 main:581] : INFO : Epoch 943 | loss: 0.0311724 | val_loss: 0.0311887 | Time: 3158.09 ms [2022-01-23 05:39:01 main:581] : INFO : Epoch 944 | loss: 0.0311808 | val_loss: 0.0311879 | Time: 3067.65 ms [2022-01-23 05:39:04 main:581] : INFO : Epoch 945 | loss: 0.031179 | val_loss: 0.0311884 | Time: 3062.25 ms [2022-01-23 05:39:08 main:581] : INFO : Epoch 946 | loss: 0.0311858 | val_loss: 0.0311961 | Time: 3173.41 ms [2022-01-23 05:39:11 main:581] : INFO : Epoch 947 | loss: 0.0311788 | val_loss: 0.031181 | Time: 3204.15 ms [2022-01-23 05:39:14 main:581] : INFO : Epoch 948 | loss: 0.0311745 | val_loss: 0.0311779 | Time: 3388.55 ms [2022-01-23 05:39:17 main:581] : INFO : Epoch 949 | loss: 0.0311701 | val_loss: 0.0311783 | Time: 3093.94 ms [2022-01-23 05:39:21 main:581] : INFO : Epoch 950 | loss: 0.0311695 | val_loss: 0.0311806 | Time: 3104.39 ms [2022-01-23 05:39:24 main:581] : INFO : Epoch 951 | loss: 0.0311708 | val_loss: 0.0311833 | Time: 3133.97 ms [2022-01-23 05:39:27 main:581] : INFO : Epoch 952 | loss: 0.0311687 | val_loss: 0.0311764 | Time: 3130.31 ms [2022-01-23 05:39:30 main:581] : INFO : Epoch 953 | loss: 0.031168 | val_loss: 0.0311785 | Time: 3103.38 ms [2022-01-23 05:39:33 main:581] : INFO : Epoch 954 | loss: 0.0311672 | val_loss: 0.0311773 | Time: 3122.85 ms [2022-01-23 05:39:36 main:581] : INFO : Epoch 955 | loss: 0.0311655 | val_loss: 0.0311778 | Time: 3236.96 ms [2022-01-23 05:39:40 main:581] : INFO : Epoch 956 | loss: 0.0311638 | val_loss: 0.0311777 | Time: 3184.22 ms [2022-01-23 05:39:43 main:581] : INFO : Epoch 957 | loss: 0.0311608 | val_loss: 0.0311773 | Time: 3202.94 ms [2022-01-23 05:39:46 main:581] : INFO : Epoch 958 | loss: 0.0311639 | val_loss: 0.0311834 | Time: 3396.26 ms [2022-01-23 05:39:49 main:581] : INFO : Epoch 959 | loss: 0.0311635 | val_loss: 0.0311753 | Time: 3044.53 ms [2022-01-23 05:39:52 main:581] : INFO : Epoch 960 | loss: 0.0311589 | val_loss: 0.0311752 | Time: 3102.31 ms [2022-01-23 05:39:55 main:581] : INFO : Epoch 961 | loss: 0.0311582 | val_loss: 0.0311791 | Time: 2979.21 ms [2022-01-23 05:39:58 main:581] : INFO : Epoch 962 | loss: 0.0311575 | val_loss: 0.0311801 | Time: 3021.58 ms [2022-01-23 05:40:02 main:581] : INFO : Epoch 963 | loss: 0.031157 | val_loss: 0.0311791 | Time: 3147.47 ms [2022-01-23 05:40:05 main:581] : INFO : Epoch 964 | loss: 0.0311564 | val_loss: 0.0311762 | Time: 3134.24 ms [2022-01-23 05:40:08 main:581] : INFO : Epoch 965 | loss: 0.0311547 | val_loss: 0.0311788 | Time: 3098.35 ms [2022-01-23 05:40:11 main:581] : INFO : Epoch 966 | loss: 0.0311541 | val_loss: 0.0311753 | Time: 3204.02 ms [2022-01-23 05:40:14 main:581] : INFO : Epoch 967 | loss: 0.0311561 | val_loss: 0.0311792 | Time: 3317.74 ms [2022-01-23 05:40:18 main:581] : INFO : Epoch 968 | loss: 0.0311551 | val_loss: 0.0311781 | Time: 3234.57 ms [2022-01-23 05:40:21 main:581] : INFO : Epoch 969 | loss: 0.0311577 | val_loss: 0.031178 | Time: 2999.06 ms [2022-01-23 05:40:24 main:581] : INFO : Epoch 970 | loss: 0.0311569 | val_loss: 0.0311794 | Time: 3025.11 ms [2022-01-23 05:40:27 main:581] : INFO : Epoch 971 | loss: 0.0311544 | val_loss: 0.031178 | Time: 2987.21 ms [2022-01-23 05:40:30 main:581] : INFO : Epoch 972 | loss: 0.0311525 | val_loss: 0.0311757 | Time: 3092.18 ms [2022-01-23 05:40:33 main:581] : INFO : Epoch 973 | loss: 0.0311513 | val_loss: 0.0311811 | Time: 3022.7 ms [2022-01-23 05:40:36 main:581] : INFO : Epoch 974 | loss: 0.0311514 | val_loss: 0.0311799 | Time: 3403.64 ms [2022-01-23 05:40:39 main:581] : INFO : Epoch 975 | loss: 0.0311531 | val_loss: 0.0311772 | Time: 2990.38 ms [2022-01-23 05:40:42 main:581] : INFO : Epoch 976 | loss: 0.0311552 | val_loss: 0.0311771 | Time: 3042.59 ms [2022-01-23 05:40:45 main:581] : INFO : Epoch 977 | loss: 0.0311519 | val_loss: 0.031175 | Time: 3009.7 ms [2022-01-23 05:40:48 main:581] : INFO : Epoch 978 | loss: 0.031151 | val_loss: 0.0311763 | Time: 3019.77 ms [2022-01-23 05:40:51 main:581] : INFO : Epoch 979 | loss: 0.0311535 | val_loss: 0.0311788 | Time: 3074.33 ms [2022-01-23 05:40:55 main:581] : INFO : Epoch 980 | loss: 0.0311529 | val_loss: 0.0311767 | Time: 3070.7 ms [2022-01-23 05:40:58 main:581] : INFO : Epoch 981 | loss: 0.0311515 | val_loss: 0.0311761 | Time: 3153.81 ms [2022-01-23 05:41:01 main:581] : INFO : Epoch 982 | loss: 0.0311532 | val_loss: 0.0311798 | Time: 3055.25 ms [2022-01-23 05:41:04 main:581] : INFO : Epoch 983 | loss: 0.0311533 | val_loss: 0.0311773 | Time: 3177.41 ms [2022-01-23 05:41:07 main:581] : INFO : Epoch 984 | loss: 0.0311525 | val_loss: 0.0311809 | Time: 3124.93 ms [2022-01-23 05:41:10 main:581] : INFO : Epoch 985 | loss: 0.0311531 | val_loss: 0.031182 | Time: 3059.15 ms [2022-01-23 05:41:13 main:581] : INFO : Epoch 986 | loss: 0.0311569 | val_loss: 0.0311803 | Time: 3118.6 ms [2022-01-23 05:41:16 main:581] : INFO : Epoch 987 | loss: 0.0311534 | val_loss: 0.0311765 | Time: 3117.49 ms [2022-01-23 05:41:20 main:581] : INFO : Epoch 988 | loss: 0.031152 | val_loss: 0.0311813 | Time: 3029.98 ms [2022-01-23 05:41:23 main:581] : INFO : Epoch 989 | loss: 0.0311554 | val_loss: 0.0311778 | Time: 3083.49 ms [2022-01-23 05:41:26 main:581] : INFO : Epoch 990 | loss: 0.0311515 | val_loss: 0.0311768 | Time: 3049.29 ms [2022-01-23 05:41:29 main:581] : INFO : Epoch 991 | loss: 0.0311483 | val_loss: 0.0311798 | Time: 3197.88 ms [2022-01-23 05:41:32 main:581] : INFO : Epoch 992 | loss: 0.0311472 | val_loss: 0.0311773 | Time: 3138.02 ms [2022-01-23 05:41:35 main:581] : INFO : Epoch 993 | loss: 0.0311469 | val_loss: 0.0311793 | Time: 3112.88 ms [2022-01-23 05:41:38 main:581] : INFO : Epoch 994 | loss: 0.0311879 | val_loss: 0.0312226 | Time: 3027.88 ms [2022-01-23 05:41:41 main:581] : INFO : Epoch 995 | loss: 0.0312168 | val_loss: 0.031216 | Time: 3152.62 ms [2022-01-23 05:41:45 main:581] : INFO : Epoch 996 | loss: 0.0312073 | val_loss: 0.0312075 | Time: 3085.72 ms [2022-01-23 05:41:48 main:581] : INFO : Epoch 997 | loss: 0.0311989 | val_loss: 0.0311979 | Time: 3262.48 ms [2022-01-23 05:41:51 main:581] : INFO : Epoch 998 | loss: 0.0311896 | val_loss: 0.0311943 | Time: 3022.11 ms [2022-01-23 05:41:54 main:581] : INFO : Epoch 999 | loss: 0.0311856 | val_loss: 0.031188 | Time: 3151.99 ms [2022-01-23 05:41:57 main:581] : INFO : Epoch 1000 | loss: 0.031182 | val_loss: 0.0311847 | Time: 3104.03 ms [2022-01-23 05:42:00 main:581] : INFO : Epoch 1001 | loss: 0.0311782 | val_loss: 0.0311827 | Time: 3292.93 ms [2022-01-23 05:42:03 main:581] : INFO : Epoch 1002 | loss: 0.031176 | val_loss: 0.0311836 | Time: 3070.48 ms [2022-01-23 05:42:07 main:581] : INFO : Epoch 1003 | loss: 0.0311746 | val_loss: 0.0311807 | Time: 3159.99 ms [2022-01-23 05:42:10 main:581] : INFO : Epoch 1004 | loss: 0.0311732 | val_loss: 0.0311812 | Time: 3087.02 ms [2022-01-23 05:42:13 main:581] : INFO : Epoch 1005 | loss: 0.031171 | val_loss: 0.0311787 | Time: 3032.1 ms [2022-01-23 05:42:16 main:581] : INFO : Epoch 1006 | loss: 0.0311686 | val_loss: 0.0311802 | Time: 3120.38 ms [2022-01-23 05:42:19 main:581] : INFO : Epoch 1007 | loss: 0.0311674 | val_loss: 0.0311774 | Time: 3155.48 ms [2022-01-23 05:42:22 main:581] : INFO : Epoch 1008 | loss: 0.0311663 | val_loss: 0.0311791 | Time: 3326.37 ms [2022-01-23 05:42:26 main:581] : INFO : Epoch 1009 | loss: 0.0311642 | val_loss: 0.0311778 | Time: 3234.73 ms [2022-01-23 05:42:29 main:581] : INFO : Epoch 1010 | loss: 0.0311631 | val_loss: 0.0311771 | Time: 3071.43 ms [2022-01-23 05:42:32 main:581] : INFO : Epoch 1011 | loss: 0.0311631 | val_loss: 0.0311781 | Time: 3038.71 ms [2022-01-23 05:42:35 main:581] : INFO : Epoch 1012 | loss: 0.0311638 | val_loss: 0.0311783 | Time: 3214.15 ms [2022-01-23 05:42:38 main:581] : INFO : Epoch 1013 | loss: 0.0311619 | val_loss: 0.031178 | Time: 3374.71 ms [2022-01-23 05:42:42 main:581] : INFO : Epoch 1014 | loss: 0.0311591 | val_loss: 0.0311764 | Time: 3196.08 ms [2022-01-23 05:42:45 main:581] : INFO : Epoch 1015 | loss: 0.0311591 | val_loss: 0.0311798 | Time: 3202.25 ms [2022-01-23 05:42:48 main:581] : INFO : Epoch 1016 | loss: 0.03116 | val_loss: 0.0311776 | Time: 3179.53 ms [2022-01-23 05:42:51 main:581] : INFO : Epoch 1017 | loss: 0.0311582 | val_loss: 0.0311771 | Time: 3181.49 ms [2022-01-23 05:42:54 main:581] : INFO : Epoch 1018 | loss: 0.031158 | val_loss: 0.0311796 | Time: 3144.36 ms [2022-01-23 05:42:58 main:581] : INFO : Epoch 1019 | loss: 0.0311555 | val_loss: 0.0311771 | Time: 3225.42 ms [2022-01-23 05:43:01 main:581] : INFO : Epoch 1020 | loss: 0.0311551 | val_loss: 0.0311788 | Time: 3250.51 ms [2022-01-23 05:43:04 main:581] : INFO : Epoch 1021 | loss: 0.0311549 | val_loss: 0.0311799 | Time: 3107.06 ms [2022-01-23 05:43:07 main:581] : INFO : Epoch 1022 | loss: 0.0311555 | val_loss: 0.0311804 | Time: 3092 ms [2022-01-23 05:43:10 main:581] : INFO : Epoch 1023 | loss: 0.0311548 | val_loss: 0.0311796 | Time: 3092.75 ms [2022-01-23 05:43:13 main:581] : INFO : Epoch 1024 | loss: 0.0311552 | val_loss: 0.0311831 | Time: 3019.98 ms [2022-01-23 05:43:16 main:581] : INFO : Epoch 1025 | loss: 0.0311542 | val_loss: 0.0311813 | Time: 3051.92 ms [2022-01-23 05:43:19 main:581] : INFO : Epoch 1026 | loss: 0.0311547 | val_loss: 0.031187 | Time: 2948.93 ms [2022-01-23 05:43:22 main:581] : INFO : Epoch 1027 | loss: 0.0311546 | val_loss: 0.0311814 | Time: 3213.01 ms [2022-01-23 05:43:25 main:581] : INFO : Epoch 1028 | loss: 0.0311515 | val_loss: 0.0311829 | Time: 2973.32 ms [2022-01-23 05:43:28 main:581] : INFO : Epoch 1029 | loss: 0.0311503 | val_loss: 0.0311828 | Time: 2939.66 ms [2022-01-23 05:43:31 main:581] : INFO : Epoch 1030 | loss: 0.0311502 | val_loss: 0.0311855 | Time: 3073 ms [2022-01-23 05:43:35 main:581] : INFO : Epoch 1031 | loss: 0.031149 | val_loss: 0.0311877 | Time: 3110.49 ms [2022-01-23 05:43:38 main:581] : INFO : Epoch 1032 | loss: 0.0311536 | val_loss: 0.0311826 | Time: 3085.6 ms [2022-01-23 05:43:41 main:581] : INFO : Epoch 1033 | loss: 0.0311583 | val_loss: 0.0311929 | Time: 3122.26 ms [2022-01-23 05:43:44 main:581] : INFO : Epoch 1034 | loss: 0.0311561 | val_loss: 0.031184 | Time: 3034.44 ms [2022-01-23 05:43:47 main:581] : INFO : Epoch 1035 | loss: 0.0311498 | val_loss: 0.0311878 | Time: 3277.29 ms [2022-01-23 05:43:50 main:581] : INFO : Epoch 1036 | loss: 0.0311466 | val_loss: 0.0311854 | Time: 3178.8 ms [2022-01-23 05:43:54 main:581] : INFO : Epoch 1037 | loss: 0.0311547 | val_loss: 0.0311785 | Time: 3187.52 ms [2022-01-23 05:43:57 main:581] : INFO : Epoch 1038 | loss: 0.0311653 | val_loss: 0.0311787 | Time: 3140.89 ms [2022-01-23 05:44:00 main:581] : INFO : Epoch 1039 | loss: 0.0311765 | val_loss: 0.031194 | Time: 3187.45 ms [2022-01-23 05:44:03 main:581] : INFO : Epoch 1040 | loss: 0.0311855 | val_loss: 0.0311885 | Time: 3051.57 ms [2022-01-23 05:44:06 main:581] : INFO : Epoch 1041 | loss: 0.0311814 | val_loss: 0.0311859 | Time: 3114.74 ms [2022-01-23 05:44:09 main:581] : INFO : Epoch 1042 | loss: 0.0311759 | val_loss: 0.0311815 | Time: 3028.25 ms [2022-01-23 05:44:12 main:581] : INFO : Epoch 1043 | loss: 0.0311708 | val_loss: 0.0311816 | Time: 3060.18 ms [2022-01-23 05:44:15 main:581] : INFO : Epoch 1044 | loss: 0.0311699 | val_loss: 0.0311801 | Time: 3034.16 ms [2022-01-23 05:44:19 main:581] : INFO : Epoch 1045 | loss: 0.0311679 | val_loss: 0.0311784 | Time: 3287.31 ms [2022-01-23 05:44:22 main:581] : INFO : Epoch 1046 | loss: 0.0311662 | val_loss: 0.0311781 | Time: 3355.65 ms [2022-01-23 05:44:25 main:581] : INFO : Epoch 1047 | loss: 0.0311672 | val_loss: 0.031176 | Time: 3081.28 ms [2022-01-23 05:44:28 main:581] : INFO : Epoch 1048 | loss: 0.0311629 | val_loss: 0.0311798 | Time: 3088.86 ms [2022-01-23 05:44:31 main:581] : INFO : Epoch 1049 | loss: 0.0311608 | val_loss: 0.0311776 | Time: 3089.28 ms [2022-01-23 05:44:34 main:581] : INFO : Epoch 1050 | loss: 0.0311574 | val_loss: 0.0311758 | Time: 3262.86 ms [2022-01-23 05:44:38 main:581] : INFO : Epoch 1051 | loss: 0.0311563 | val_loss: 0.0311811 | Time: 3114.03 ms [2022-01-23 05:44:41 main:581] : INFO : Epoch 1052 | loss: 0.0311565 | val_loss: 0.0311781 | Time: 3243.49 ms [2022-01-23 05:44:44 main:581] : INFO : Epoch 1053 | loss: 0.0311567 | val_loss: 0.0311834 | Time: 3042.39 ms [2022-01-23 05:44:47 main:581] : INFO : Epoch 1054 | loss: 0.0311586 | val_loss: 0.0311817 | Time: 3154.45 ms [2022-01-23 05:44:50 main:581] : INFO : Epoch 1055 | loss: 0.0311569 | val_loss: 0.0311823 | Time: 3076.34 ms [2022-01-23 05:44:53 main:581] : INFO : Epoch 1056 | loss: 0.0311555 | val_loss: 0.0311796 | Time: 3187.88 ms [2022-01-23 05:44:57 main:581] : INFO : Epoch 1057 | loss: 0.031154 | val_loss: 0.0311833 | Time: 3276.89 ms [2022-01-23 05:45:00 main:581] : INFO : Epoch 1058 | loss: 0.0311572 | val_loss: 0.0311765 | Time: 3288.82 ms [2022-01-23 05:45:03 main:581] : INFO : Epoch 1059 | loss: 0.0311711 | val_loss: 0.0311848 | Time: 3195.52 ms [2022-01-23 05:45:06 main:581] : INFO : Epoch 1060 | loss: 0.0311662 | val_loss: 0.031176 | Time: 3256.51 ms [2022-01-23 05:45:09 main:581] : INFO : Epoch 1061 | loss: 0.0311613 | val_loss: 0.0311773 | Time: 3054.31 ms [2022-01-23 05:45:13 main:581] : INFO : Epoch 1062 | loss: 0.0311579 | val_loss: 0.0311817 | Time: 3049.54 ms [2022-01-23 05:45:16 main:581] : INFO : Epoch 1063 | loss: 0.0311568 | val_loss: 0.0311834 | Time: 3113 ms [2022-01-23 05:45:19 main:581] : INFO : Epoch 1064 | loss: 0.0311544 | val_loss: 0.0311791 | Time: 3015.71 ms [2022-01-23 05:45:22 main:581] : INFO : Epoch 1065 | loss: 0.0311505 | val_loss: 0.0311795 | Time: 3047.73 ms [2022-01-23 05:45:25 main:581] : INFO : Epoch 1066 | loss: 0.0311495 | val_loss: 0.0311831 | Time: 3044.01 ms [2022-01-23 05:45:28 main:581] : INFO : Epoch 1067 | loss: 0.0311506 | val_loss: 0.0311856 | Time: 3021.52 ms [2022-01-23 05:45:31 main:581] : INFO : Epoch 1068 | loss: 0.0311546 | val_loss: 0.0311806 | Time: 3021.44 ms [2022-01-23 05:45:34 main:581] : INFO : Epoch 1069 | loss: 0.0311529 | val_loss: 0.031182 | Time: 3132.07 ms [2022-01-23 05:45:37 main:581] : INFO : Epoch 1070 | loss: 0.0311503 | val_loss: 0.0311808 | Time: 3043.22 ms [2022-01-23 05:45:40 main:581] : INFO : Epoch 1071 | loss: 0.0311481 | val_loss: 0.0311811 | Time: 3037.97 ms [2022-01-23 05:45:43 main:581] : INFO : Epoch 1072 | loss: 0.0311517 | val_loss: 0.0311808 | Time: 3082.72 ms [2022-01-23 05:45:46 main:581] : INFO : Epoch 1073 | loss: 0.0311534 | val_loss: 0.0311831 | Time: 3074.61 ms [2022-01-23 05:45:50 main:581] : INFO : Epoch 1074 | loss: 0.0311496 | val_loss: 0.0311807 | Time: 3419.7 ms [2022-01-23 05:45:53 main:581] : INFO : Epoch 1075 | loss: 0.0311482 | val_loss: 0.0311839 | Time: 3089.3 ms [2022-01-23 05:45:56 main:581] : INFO : Epoch 1076 | loss: 0.0311466 | val_loss: 0.0311837 | Time: 3186.54 ms [2022-01-23 05:45:59 main:581] : INFO : Epoch 1077 | loss: 0.031145 | val_loss: 0.0311832 | Time: 3158.66 ms [2022-01-23 05:46:02 main:581] : INFO : Epoch 1078 | loss: 0.0311455 | val_loss: 0.0311878 | Time: 3049.3 ms [2022-01-23 05:46:05 main:581] : INFO : Epoch 1079 | loss: 0.0311504 | val_loss: 0.0311884 | Time: 3116.67 ms [2022-01-23 05:46:09 main:581] : INFO : Epoch 1080 | loss: 0.0311481 | val_loss: 0.0311804 | Time: 3375.6 ms [2022-01-23 05:46:12 main:581] : INFO : Epoch 1081 | loss: 0.0311447 | val_loss: 0.0311791 | Time: 3008.79 ms [2022-01-23 05:46:15 main:581] : INFO : Epoch 1082 | loss: 0.0311419 | val_loss: 0.031184 | Time: 3085.83 ms [2022-01-23 05:46:18 main:581] : INFO : Epoch 1083 | loss: 0.0311438 | val_loss: 0.0311806 | Time: 3072.82 ms [2022-01-23 05:46:21 main:581] : INFO : Epoch 1084 | loss: 0.0311456 | val_loss: 0.0311824 | Time: 3123.37 ms [2022-01-23 05:46:24 main:581] : INFO : Epoch 1085 | loss: 0.0311441 | val_loss: 0.0311857 | Time: 3042.85 ms [2022-01-23 05:46:28 main:581] : INFO : Epoch 1086 | loss: 0.0311437 | val_loss: 0.0311789 | Time: 3269.91 ms [2022-01-23 05:46:31 main:581] : INFO : Epoch 1087 | loss: 0.0311446 | val_loss: 0.0311805 | Time: 3220.48 ms [2022-01-23 05:46:34 main:581] : INFO : Epoch 1088 | loss: 0.0311477 | val_loss: 0.0311888 | Time: 3150.58 ms [2022-01-23 05:46:37 main:581] : INFO : Epoch 1089 | loss: 0.0311456 | val_loss: 0.0311898 | Time: 3333.15 ms [2022-01-23 05:46:41 main:581] : INFO : Epoch 1090 | loss: 0.0311461 | val_loss: 0.0311844 | Time: 3372.32 ms [2022-01-23 05:46:44 main:581] : INFO : Epoch 1091 | loss: 0.031145 | val_loss: 0.031186 | Time: 3043.66 ms [2022-01-23 05:46:47 main:581] : INFO : Epoch 1092 | loss: 0.0311492 | val_loss: 0.0311887 | Time: 3122.35 ms [2022-01-23 05:46:50 main:581] : INFO : Epoch 1093 | loss: 0.0311527 | val_loss: 0.0311764 | Time: 3108.96 ms [2022-01-23 05:46:53 main:581] : INFO : Epoch 1094 | loss: 0.0311469 | val_loss: 0.0311833 | Time: 3144.56 ms [2022-01-23 05:46:56 main:581] : INFO : Epoch 1095 | loss: 0.0311449 | val_loss: 0.0311805 | Time: 3122.09 ms [2022-01-23 05:47:00 main:581] : INFO : Epoch 1096 | loss: 0.0311426 | val_loss: 0.0311871 | Time: 3113.85 ms [2022-01-23 05:47:03 main:581] : INFO : Epoch 1097 | loss: 0.031144 | val_loss: 0.0311913 | Time: 3261.68 ms [2022-01-23 05:47:06 main:581] : INFO : Epoch 1098 | loss: 0.0311437 | val_loss: 0.0311918 | Time: 3107.07 ms [2022-01-23 05:47:09 main:581] : INFO : Epoch 1099 | loss: 0.0311445 | val_loss: 0.0311866 | Time: 3072.44 ms [2022-01-23 05:47:12 main:581] : INFO : Epoch 1100 | loss: 0.0311421 | val_loss: 0.0311865 | Time: 3466.78 ms [2022-01-23 05:47:16 main:581] : INFO : Epoch 1101 | loss: 0.0311385 | val_loss: 0.0311881 | Time: 3263.53 ms [2022-01-23 05:47:19 main:581] : INFO : Epoch 1102 | loss: 0.0311425 | val_loss: 0.0311864 | Time: 3120.14 ms [2022-01-23 05:47:22 main:581] : INFO : Epoch 1103 | loss: 0.0311383 | val_loss: 0.0311864 | Time: 3130.78 ms [2022-01-23 05:47:25 main:581] : INFO : Epoch 1104 | loss: 0.0311359 | val_loss: 0.0311846 | Time: 3168.21 ms [2022-01-23 05:47:29 main:581] : INFO : Epoch 1105 | loss: 0.0311395 | val_loss: 0.0311837 | Time: 3391.06 ms [2022-01-23 05:47:32 main:581] : INFO : Epoch 1106 | loss: 0.0311417 | val_loss: 0.0311812 | Time: 3282.88 ms [2022-01-23 05:47:35 main:581] : INFO : Epoch 1107 | loss: 0.0311395 | val_loss: 0.0311809 | Time: 3116.05 ms [2022-01-23 05:47:38 main:581] : INFO : Epoch 1108 | loss: 0.0311362 | val_loss: 0.0311834 | Time: 3198.03 ms [2022-01-23 05:47:41 main:581] : INFO : Epoch 1109 | loss: 0.0311343 | val_loss: 0.0311862 | Time: 3059.34 ms [2022-01-23 05:47:45 main:581] : INFO : Epoch 1110 | loss: 0.0311367 | val_loss: 0.0311893 | Time: 3084.41 ms [2022-01-23 05:47:48 main:581] : INFO : Epoch 1111 | loss: 0.0311361 | val_loss: 0.0311869 | Time: 3147.11 ms [2022-01-23 05:47:51 main:581] : INFO : Epoch 1112 | loss: 0.0311367 | val_loss: 0.0311854 | Time: 3135.66 ms [2022-01-23 05:47:54 main:581] : INFO : Epoch 1113 | loss: 0.0311367 | val_loss: 0.0311875 | Time: 3186.17 ms [2022-01-23 05:47:57 main:581] : INFO : Epoch 1114 | loss: 0.0311346 | val_loss: 0.0311827 | Time: 3128.23 ms [2022-01-23 05:48:00 main:581] : INFO : Epoch 1115 | loss: 0.0311399 | val_loss: 0.0311853 | Time: 3133.91 ms [2022-01-23 05:48:04 main:581] : INFO : Epoch 1116 | loss: 0.0311346 | val_loss: 0.0311897 | Time: 3176.63 ms [2022-01-23 05:48:07 main:581] : INFO : Epoch 1117 | loss: 0.0311323 | val_loss: 0.0311898 | Time: 3150.89 ms [2022-01-23 05:48:10 main:581] : INFO : Epoch 1118 | loss: 0.0311421 | val_loss: 0.0311869 | Time: 3088.87 ms [2022-01-23 05:48:13 main:581] : INFO : Epoch 1119 | loss: 0.0311421 | val_loss: 0.0311829 | Time: 3052.98 ms [2022-01-23 05:48:16 main:581] : INFO : Epoch 1120 | loss: 0.0311366 | val_loss: 0.0311843 | Time: 3071.41 ms [2022-01-23 05:48:19 main:581] : INFO : Epoch 1121 | loss: 0.0311416 | val_loss: 0.0311854 | Time: 3150.26 ms [2022-01-23 05:48:22 main:581] : INFO : Epoch 1122 | loss: 0.0311361 | val_loss: 0.0311863 | Time: 3154.9 ms [2022-01-23 05:48:25 main:581] : INFO : Epoch 1123 | loss: 0.031136 | val_loss: 0.0311869 | Time: 3060.19 ms [2022-01-23 05:48:29 main:581] : INFO : Epoch 1124 | loss: 0.0311412 | val_loss: 0.0311868 | Time: 3296.5 ms [2022-01-23 05:48:32 main:581] : INFO : Epoch 1125 | loss: 0.0311403 | val_loss: 0.0311867 | Time: 3174.23 ms [2022-01-23 05:48:35 main:581] : INFO : Epoch 1126 | loss: 0.0311356 | val_loss: 0.0311843 | Time: 3356.28 ms [2022-01-23 05:48:38 main:581] : INFO : Epoch 1127 | loss: 0.0311356 | val_loss: 0.0311806 | Time: 3129.71 ms [2022-01-23 05:48:42 main:581] : INFO : Epoch 1128 | loss: 0.031135 | val_loss: 0.03118 | Time: 3071.45 ms [2022-01-23 05:48:45 main:581] : INFO : Epoch 1129 | loss: 0.0311325 | val_loss: 0.0311813 | Time: 3058.9 ms [2022-01-23 05:48:48 main:581] : INFO : Epoch 1130 | loss: 0.0311334 | val_loss: 0.0311892 | Time: 3181.39 ms [2022-01-23 05:48:51 main:581] : INFO : Epoch 1131 | loss: 0.0311317 | val_loss: 0.0311842 | Time: 3121.9 ms [2022-01-23 05:48:54 main:581] : INFO : Epoch 1132 | loss: 0.0311303 | val_loss: 0.0311894 | Time: 3063.77 ms [2022-01-23 05:48:57 main:581] : INFO : Epoch 1133 | loss: 0.0311285 | val_loss: 0.0311852 | Time: 3014.26 ms [2022-01-23 05:49:00 main:581] : INFO : Epoch 1134 | loss: 0.03113 | val_loss: 0.0311887 | Time: 3130.78 ms [2022-01-23 05:49:03 main:581] : INFO : Epoch 1135 | loss: 0.0311323 | val_loss: 0.0311836 | Time: 3139.71 ms [2022-01-23 05:49:07 main:581] : INFO : Epoch 1136 | loss: 0.0311353 | val_loss: 0.0311858 | Time: 3229.2 ms [2022-01-23 05:49:10 main:581] : INFO : Epoch 1137 | loss: 0.0311394 | val_loss: 0.0311934 | Time: 3101.99 ms [2022-01-23 05:49:13 main:581] : INFO : Epoch 1138 | loss: 0.0311325 | val_loss: 0.0311931 | Time: 3107.83 ms [2022-01-23 05:49:16 main:581] : INFO : Epoch 1139 | loss: 0.0311358 | val_loss: 0.0311893 | Time: 2985.41 ms [2022-01-23 05:49:19 main:581] : INFO : Epoch 1140 | loss: 0.0311357 | val_loss: 0.0311852 | Time: 3100.98 ms [2022-01-23 05:49:22 main:581] : INFO : Epoch 1141 | loss: 0.0311419 | val_loss: 0.0311883 | Time: 3114.51 ms [2022-01-23 05:49:25 main:581] : INFO : Epoch 1142 | loss: 0.0311368 | val_loss: 0.0311865 | Time: 3172.61 ms [2022-01-23 05:49:28 main:581] : INFO : Epoch 1143 | loss: 0.031133 | val_loss: 0.0311864 | Time: 3013.56 ms [2022-01-23 05:49:32 main:581] : INFO : Epoch 1144 | loss: 0.0311329 | val_loss: 0.0311862 | Time: 3319.53 ms [2022-01-23 05:49:35 main:581] : INFO : Epoch 1145 | loss: 0.0311307 | val_loss: 0.0311863 | Time: 3208.09 ms [2022-01-23 05:49:38 main:581] : INFO : Epoch 1146 | loss: 0.0311329 | val_loss: 0.0311919 | Time: 3225.51 ms [2022-01-23 05:49:41 main:581] : INFO : Epoch 1147 | loss: 0.0311348 | val_loss: 0.0311847 | Time: 3133.27 ms </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)