Task 3633684
| Name | ParityMachine-1606531434-27936-14_0 |
| Workunit | 1837857 |
| Created | 11 Jan 2021, 5:04:38 UTC |
| Sent | 13 Jan 2021, 20:06:18 UTC |
| Report deadline | 20 Jan 2021, 20:06:18 UTC |
| Received | 13 Jan 2021, 22:24:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 52 min 56 sec |
| CPU time | 43 min 52 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 2,569.86 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 22:59:49 main:574] : INFO : Epoch 514 | loss: 0.0311837 | val_loss: 0.0311873 | Time: 3354.3 ms [2021-01-13 22:59:52 main:574] : INFO : Epoch 515 | loss: 0.0311849 | val_loss: 0.0311874 | Time: 3443.73 ms [2021-01-13 22:59:56 main:574] : INFO : Epoch 516 | loss: 0.0311846 | val_loss: 0.0311876 | Time: 3313.22 ms [2021-01-13 22:59:59 main:574] : INFO : Epoch 517 | loss: 0.0311847 | val_loss: 0.0311871 | Time: 3266.44 ms [2021-01-13 23:00:02 main:574] : INFO : Epoch 518 | loss: 0.0311844 | val_loss: 0.0311862 | Time: 3307.4 ms [2021-01-13 23:00:06 main:574] : INFO : Epoch 519 | loss: 0.031186 | val_loss: 0.031188 | Time: 3345.47 ms [2021-01-13 23:00:09 main:574] : INFO : Epoch 520 | loss: 0.031189 | val_loss: 0.0311883 | Time: 3312.25 ms [2021-01-13 23:00:12 main:574] : INFO : Epoch 521 | loss: 0.0311867 | val_loss: 0.0311873 | Time: 3371.48 ms [2021-01-13 23:00:16 main:574] : INFO : Epoch 522 | loss: 0.0311871 | val_loss: 0.0311906 | Time: 3355.77 ms [2021-01-13 23:00:19 main:574] : INFO : Epoch 523 | loss: 0.0311874 | val_loss: 0.031188 | Time: 3360.14 ms [2021-01-13 23:00:23 main:574] : INFO : Epoch 524 | loss: 0.0311871 | val_loss: 0.031189 | Time: 3402.52 ms [2021-01-13 23:00:26 main:574] : INFO : Epoch 525 | loss: 0.031187 | val_loss: 0.0311888 | Time: 3426.63 ms [2021-01-13 23:00:29 main:574] : INFO : Epoch 526 | loss: 0.0311861 | val_loss: 0.0311877 | Time: 3109.44 ms [2021-01-13 23:00:32 main:574] : INFO : Epoch 527 | loss: 0.0311865 | val_loss: 0.0311933 | Time: 2900.07 ms [2021-01-13 23:00:35 main:574] : INFO : Epoch 528 | loss: 0.0311867 | val_loss: 0.03119 | Time: 2931.89 ms [2021-01-13 23:00:38 main:574] : INFO : Epoch 529 | loss: 0.0311871 | val_loss: 0.0311888 | Time: 2933.74 ms [2021-01-13 23:00:41 main:574] : INFO : Epoch 530 | loss: 0.0311859 | val_loss: 0.0311896 | Time: 2900.23 ms [2021-01-13 23:00:44 main:574] : INFO : Epoch 531 | loss: 0.031187 | val_loss: 0.0311874 | Time: 2907 ms [2021-01-13 23:00:47 main:574] : INFO : Epoch 532 | loss: 0.0311857 | val_loss: 0.0311886 | Time: 2924.81 ms [2021-01-13 23:00:50 main:574] : INFO : Epoch 533 | loss: 0.0311857 | val_loss: 0.0311876 | Time: 2898.35 ms [2021-01-13 23:00:53 main:574] : INFO : Epoch 534 | loss: 0.0311868 | val_loss: 0.0311904 | Time: 3034.57 ms [2021-01-13 23:00:56 main:574] : INFO : Epoch 535 | loss: 0.0311884 | val_loss: 0.0311922 | Time: 3098.95 ms [2021-01-13 23:00:59 main:574] : INFO : Epoch 536 | loss: 0.0311898 | val_loss: 0.0311898 | Time: 3021.18 ms [2021-01-13 23:01:02 main:574] : INFO : Epoch 537 | loss: 0.0311895 | val_loss: 0.0311917 | Time: 2960.55 ms [2021-01-13 23:01:05 main:574] : INFO : Epoch 538 | loss: 0.0311894 | val_loss: 0.0311917 | Time: 2949.06 ms [2021-01-13 23:01:08 main:574] : INFO : Epoch 539 | loss: 0.0311891 | val_loss: 0.0311906 | Time: 2947.82 ms [2021-01-13 23:01:11 main:574] : INFO : Epoch 540 | loss: 0.0311886 | val_loss: 0.0311908 | Time: 2917.77 ms [2021-01-13 23:01:14 main:574] : INFO : Epoch 541 | loss: 0.0311881 | val_loss: 0.0311908 | Time: 2916.73 ms [2021-01-13 23:01:17 main:574] : INFO : Epoch 542 | loss: 0.0311881 | val_loss: 0.0311905 | Time: 2922.38 ms [2021-01-13 23:01:20 main:574] : INFO : Epoch 543 | loss: 0.0311877 | val_loss: 0.0311902 | Time: 2911.55 ms [2021-01-13 23:01:23 main:574] : INFO : Epoch 544 | loss: 0.0311878 | val_loss: 0.0311906 | Time: 2958.99 ms [2021-01-13 23:01:26 main:574] : INFO : Epoch 545 | loss: 0.0311872 | val_loss: 0.0311899 | Time: 3028.01 ms [2021-01-13 23:01:29 main:574] : INFO : Epoch 546 | loss: 0.0311879 | val_loss: 0.0311897 | Time: 2875.72 ms [2021-01-13 23:01:32 main:574] : INFO : Epoch 547 | loss: 0.0311867 | val_loss: 0.0311891 | Time: 2980.9 ms [2021-01-13 23:01:35 main:574] : INFO : Epoch 548 | loss: 0.0311883 | val_loss: 0.0311891 | Time: 2992.93 ms [2021-01-13 23:01:38 main:574] : INFO : Epoch 549 | loss: 0.0311893 | val_loss: 0.031191 | Time: 2916 ms [2021-01-13 23:01:41 main:574] : INFO : Epoch 550 | loss: 0.0311873 | val_loss: 0.0311887 | Time: 3088.59 ms [2021-01-13 23:01:44 main:574] : INFO : Epoch 551 | loss: 0.0311869 | val_loss: 0.0311886 | Time: 3125.25 ms [2021-01-13 23:01:47 main:574] : INFO : Epoch 552 | loss: 0.0311868 | val_loss: 0.0311896 | Time: 2972.25 ms [2021-01-13 23:01:50 main:574] : INFO : Epoch 553 | loss: 0.0311872 | val_loss: 0.031189 | Time: 2932.4 ms [2021-01-13 23:01:53 main:574] : INFO : Epoch 554 | loss: 0.0311872 | val_loss: 0.0311879 | Time: 2858.4 ms [2021-01-13 23:01:57 main:574] : INFO : Epoch 555 | loss: 0.0311864 | val_loss: 0.0311883 | Time: 2954.18 ms [2021-01-13 23:02:00 main:574] : INFO : Epoch 556 | loss: 0.0311863 | val_loss: 0.0311889 | Time: 2926.02 ms [2021-01-13 23:02:03 main:574] : INFO : Epoch 557 | loss: 0.031187 | val_loss: 0.0311882 | Time: 2960.96 ms [2021-01-13 23:02:06 main:574] : INFO : Epoch 558 | loss: 0.031186 | val_loss: 0.0311881 | Time: 2914.45 ms [2021-01-13 23:02:08 main:574] : INFO : Epoch 559 | loss: 0.031186 | val_loss: 0.0311883 | Time: 2889.84 ms [2021-01-13 23:02:11 main:574] : INFO : Epoch 560 | loss: 0.0311864 | val_loss: 0.0311889 | Time: 2930 ms [2021-01-13 23:02:14 main:574] : INFO : Epoch 561 | loss: 0.0311869 | val_loss: 0.0311879 | Time: 2975.81 ms [2021-01-13 23:02:17 main:574] : INFO : Epoch 562 | loss: 0.0311868 | val_loss: 0.0311892 | Time: 2973.01 ms [2021-01-13 23:02:20 main:574] : INFO : Epoch 563 | loss: 0.0311858 | val_loss: 0.0311886 | Time: 2870.51 ms [2021-01-13 23:02:23 main:574] : INFO : Epoch 564 | loss: 0.0311857 | val_loss: 0.0311898 | Time: 2952.48 ms [2021-01-13 23:02:26 main:574] : INFO : Epoch 565 | loss: 0.0311862 | val_loss: 0.0311883 | Time: 2898.57 ms [2021-01-13 23:02:29 main:574] : INFO : Epoch 566 | loss: 0.0311863 | val_loss: 0.0311889 | Time: 2847.33 ms [2021-01-13 23:02:32 main:574] : INFO : Epoch 567 | loss: 0.0311872 | val_loss: 0.031189 | Time: 2919.24 ms [2021-01-13 23:02:35 main:574] : INFO : Epoch 568 | loss: 0.0311876 | val_loss: 0.031189 | Time: 2965.71 ms [2021-01-13 23:02:38 main:574] : INFO : Epoch 569 | loss: 0.0311867 | val_loss: 0.0311894 | Time: 3019.68 ms [2021-01-13 23:02:41 main:574] : INFO : Epoch 570 | loss: 0.0311867 | val_loss: 0.0311872 | Time: 2855.65 ms [2021-01-13 23:02:44 main:574] : INFO : Epoch 571 | loss: 0.0311875 | val_loss: 0.0311923 | Time: 2890.15 ms [2021-01-13 23:02:47 main:574] : INFO : Epoch 572 | loss: 0.0311881 | val_loss: 0.0311899 | Time: 2900.98 ms [2021-01-13 23:02:50 main:574] : INFO : Epoch 573 | loss: 0.0311877 | val_loss: 0.0311893 | Time: 2872.13 ms [2021-01-13 23:02:53 main:574] : INFO : Epoch 574 | loss: 0.0311882 | val_loss: 0.0311885 | Time: 2909.22 ms [2021-01-13 23:02:56 main:574] : INFO : Epoch 575 | loss: 0.0311887 | val_loss: 0.0311889 | Time: 2890.7 ms [2021-01-13 23:02:59 main:574] : INFO : Epoch 576 | loss: 0.0311891 | val_loss: 0.0311893 | Time: 2936.96 ms [2021-01-13 23:03:02 main:574] : INFO : Epoch 577 | loss: 0.0311878 | val_loss: 0.0311885 | Time: 2972.16 ms [2021-01-13 23:03:05 main:574] : INFO : Epoch 578 | loss: 0.0311881 | val_loss: 0.0311888 | Time: 2902.12 ms [2021-01-13 23:03:08 main:574] : INFO : Epoch 579 | loss: 0.0311878 | val_loss: 0.0311896 | Time: 2917.33 ms [2021-01-13 23:03:11 main:574] : INFO : Epoch 580 | loss: 0.0311875 | val_loss: 0.0311917 | Time: 2903.73 ms [2021-01-13 23:03:13 main:574] : INFO : Epoch 581 | loss: 0.0311887 | val_loss: 0.0311891 | Time: 2891.02 ms [2021-01-13 23:03:16 main:574] : INFO : Epoch 582 | loss: 0.0311874 | val_loss: 0.0311898 | Time: 2925.05 ms [2021-01-13 23:03:19 main:574] : INFO : Epoch 583 | loss: 0.0311869 | val_loss: 0.0311897 | Time: 2915.98 ms [2021-01-13 23:03:22 main:574] : INFO : Epoch 584 | loss: 0.0311882 | val_loss: 0.0311903 | Time: 2989.75 ms [2021-01-13 23:03:25 main:574] : INFO : Epoch 585 | loss: 0.0311879 | val_loss: 0.0311885 | Time: 2894.26 ms [2021-01-13 23:03:28 main:574] : INFO : Epoch 586 | loss: 0.031187 | val_loss: 0.0311886 | Time: 2899.67 ms [2021-01-13 23:03:31 main:574] : INFO : Epoch 587 | loss: 0.0311879 | val_loss: 0.031194 | Time: 2907.7 ms [2021-01-13 23:03:34 main:574] : INFO : Epoch 588 | loss: 0.0311885 | val_loss: 0.0311884 | Time: 2894.8 ms [2021-01-13 23:03:37 main:574] : INFO : Epoch 589 | loss: 0.0311873 | val_loss: 0.0311892 | Time: 2919.61 ms [2021-01-13 23:03:40 main:574] : INFO : Epoch 590 | loss: 0.0311875 | val_loss: 0.0311911 | Time: 2962.59 ms [2021-01-13 23:03:43 main:574] : INFO : Epoch 591 | loss: 0.0311873 | val_loss: 0.031189 | Time: 2927.95 ms [2021-01-13 23:03:46 main:574] : INFO : Epoch 592 | loss: 0.0311869 | val_loss: 0.0311885 | Time: 2820.55 ms [2021-01-13 23:03:49 main:574] : INFO : Epoch 593 | loss: 0.0311876 | val_loss: 0.0311894 | Time: 2922.8 ms [2021-01-13 23:03:52 main:574] : INFO : Epoch 594 | loss: 0.0311881 | val_loss: 0.0311892 | Time: 2887.21 ms [2021-01-13 23:03:55 main:574] : INFO : Epoch 595 | loss: 0.0311875 | val_loss: 0.0311903 | Time: 2926.21 ms [2021-01-13 23:03:58 main:574] : INFO : Epoch 596 | loss: 0.0311891 | val_loss: 0.0311914 | Time: 2978.61 ms [2021-01-13 23:04:01 main:574] : INFO : Epoch 597 | loss: 0.0311875 | val_loss: 0.0311883 | Time: 2869.53 ms [2021-01-13 23:04:04 main:574] : INFO : Epoch 598 | loss: 0.0311878 | val_loss: 0.0311895 | Time: 2888.67 ms [2021-01-13 23:04:07 main:574] : INFO : Epoch 599 | loss: 0.0311874 | val_loss: 0.0311908 | Time: 2960.2 ms [2021-01-13 23:04:10 main:574] : INFO : Epoch 600 | loss: 0.0311862 | val_loss: 0.0311883 | Time: 2900.95 ms [2021-01-13 23:04:13 main:574] : INFO : Epoch 601 | loss: 0.0311855 | val_loss: 0.0311878 | Time: 2971.95 ms [2021-01-13 23:04:15 main:574] : INFO : Epoch 602 | loss: 0.0311859 | val_loss: 0.0311877 | Time: 2905.15 ms [2021-01-13 23:04:18 main:574] : INFO : Epoch 603 | loss: 0.0311861 | val_loss: 0.031188 | Time: 2840.96 ms [2021-01-13 23:04:21 main:574] : INFO : Epoch 604 | loss: 0.0311863 | val_loss: 0.0311878 | Time: 2847.2 ms [2021-01-13 23:04:24 main:574] : INFO : Epoch 605 | loss: 0.0311876 | val_loss: 0.031196 | Time: 2925.62 ms [2021-01-13 23:04:27 main:574] : INFO : Epoch 606 | loss: 0.0311879 | val_loss: 0.031188 | Time: 2899.51 ms [2021-01-13 23:04:30 main:574] : INFO : Epoch 607 | loss: 0.0311849 | val_loss: 0.0311878 | Time: 3172.85 ms [2021-01-13 23:04:34 main:574] : INFO : Epoch 608 | loss: 0.0311849 | val_loss: 0.0311878 | Time: 3135.68 ms [2021-01-13 23:04:36 main:574] : INFO : Epoch 609 | loss: 0.0311865 | val_loss: 0.0311884 | Time: 2943.24 ms [2021-01-13 23:04:39 main:574] : INFO : Epoch 610 | loss: 0.0311849 | val_loss: 0.0311904 | Time: 2798.61 ms [2021-01-13 23:04:42 main:574] : INFO : Epoch 611 | loss: 0.031186 | val_loss: 0.0311895 | Time: 2987 ms [2021-01-13 23:04:45 main:574] : INFO : Epoch 612 | loss: 0.0311854 | val_loss: 0.0311885 | Time: 2911.6 ms [2021-01-13 23:04:49 main:574] : INFO : Epoch 613 | loss: 0.0311846 | val_loss: 0.031188 | Time: 2927.73 ms [2021-01-13 23:04:52 main:574] : INFO : Epoch 614 | loss: 0.0311849 | val_loss: 0.0311884 | Time: 2934.4 ms [2021-01-13 23:04:55 main:574] : INFO : Epoch 615 | loss: 0.0311855 | val_loss: 0.0311884 | Time: 2930.93 ms [2021-01-13 23:04:58 main:574] : INFO : Epoch 616 | loss: 0.0311845 | val_loss: 0.0311886 | Time: 2987.42 ms [2021-01-13 23:05:01 main:574] : INFO : Epoch 617 | loss: 0.0311849 | val_loss: 0.0311883 | Time: 2898.08 ms [2021-01-13 23:05:04 main:574] : INFO : Epoch 618 | loss: 0.0311858 | val_loss: 0.0311881 | Time: 2906.35 ms [2021-01-13 23:05:07 main:574] : INFO : Epoch 619 | loss: 0.0311849 | val_loss: 0.0311892 | Time: 2818.92 ms [2021-01-13 23:05:10 main:574] : INFO : Epoch 620 | loss: 0.0311854 | val_loss: 0.0311898 | Time: 2975.93 ms [2021-01-13 23:05:13 main:574] : INFO : Epoch 621 | loss: 0.0311846 | val_loss: 0.0311872 | Time: 3006.81 ms [2021-01-13 23:05:16 main:574] : INFO : Epoch 622 | loss: 0.0311844 | val_loss: 0.0311881 | Time: 2952.81 ms [2021-01-13 23:05:19 main:574] : INFO : Epoch 623 | loss: 0.0311856 | val_loss: 0.031187 | Time: 3001.2 ms [2021-01-13 23:05:22 main:574] : INFO : Epoch 624 | loss: 0.0311844 | val_loss: 0.0311887 | Time: 3052.34 ms [2021-01-13 23:05:25 main:574] : INFO : Epoch 625 | loss: 0.0311864 | val_loss: 0.0311883 | Time: 3059.42 ms [2021-01-13 23:05:28 main:574] : INFO : Epoch 626 | loss: 0.0311868 | val_loss: 0.0311911 | Time: 2861.99 ms [2021-01-13 23:05:31 main:574] : INFO : Epoch 627 | loss: 0.0311894 | val_loss: 0.0311899 | Time: 2967.85 ms [2021-01-13 23:05:34 main:574] : INFO : Epoch 628 | loss: 0.0311872 | val_loss: 0.0311941 | Time: 3157.4 ms [2021-01-13 23:05:37 main:574] : INFO : Epoch 629 | loss: 0.0311848 | val_loss: 0.0311892 | Time: 2875.08 ms [2021-01-13 23:05:40 main:574] : INFO : Epoch 630 | loss: 0.0311848 | val_loss: 0.0311875 | Time: 2921.46 ms [2021-01-13 23:05:43 main:574] : INFO : Epoch 631 | loss: 0.0311841 | val_loss: 0.0311882 | Time: 2940.71 ms [2021-01-13 23:05:46 main:574] : INFO : Epoch 632 | loss: 0.0311845 | val_loss: 0.0311875 | Time: 2866.77 ms [2021-01-13 23:05:49 main:574] : INFO : Epoch 633 | loss: 0.0311838 | val_loss: 0.0311881 | Time: 2956.09 ms [2021-01-13 23:05:52 main:574] : INFO : Epoch 634 | loss: 0.0311858 | val_loss: 0.0311899 | Time: 2928.32 ms [2021-01-13 23:05:55 main:574] : INFO : Epoch 635 | loss: 0.0311853 | val_loss: 0.0311891 | Time: 2943.37 ms [2021-01-13 23:05:58 main:574] : INFO : Epoch 636 | loss: 0.0311853 | val_loss: 0.0311901 | Time: 2924.48 ms [2021-01-13 23:06:01 main:574] : INFO : Epoch 637 | loss: 0.0311859 | val_loss: 0.03119 | Time: 2919.43 ms [2021-01-13 23:06:04 main:574] : INFO : Epoch 638 | loss: 0.031185 | val_loss: 0.0311899 | Time: 2938.2 ms [2021-01-13 23:06:07 main:574] : INFO : Epoch 639 | loss: 0.0311864 | val_loss: 0.0311903 | Time: 2918.02 ms [2021-01-13 23:06:10 main:574] : INFO : Epoch 640 | loss: 0.0311853 | val_loss: 0.0311884 | Time: 2904.79 ms [2021-01-13 23:06:13 main:574] : INFO : Epoch 641 | loss: 0.0311844 | val_loss: 0.0311901 | Time: 2876.72 ms [2021-01-13 23:06:16 main:574] : INFO : Epoch 642 | loss: 0.0311844 | val_loss: 0.0311885 | Time: 2915.87 ms [2021-01-13 23:06:19 main:574] : INFO : Epoch 643 | loss: 0.0311844 | val_loss: 0.0311927 | Time: 2843.42 ms [2021-01-13 23:06:22 main:574] : INFO : Epoch 644 | loss: 0.0311848 | val_loss: 0.0311917 | Time: 2884.37 ms [2021-01-13 23:06:25 main:574] : INFO : Epoch 645 | loss: 0.031184 | val_loss: 0.0311884 | Time: 2985.26 ms [2021-01-13 23:06:28 main:574] : INFO : Epoch 646 | loss: 0.0311838 | val_loss: 0.0311883 | Time: 2875.34 ms [2021-01-13 23:06:30 main:574] : INFO : Epoch 647 | loss: 0.0311837 | val_loss: 0.0311894 | Time: 2904.84 ms [2021-01-13 23:06:33 main:574] : INFO : Epoch 648 | loss: 0.0311841 | val_loss: 0.0311895 | Time: 2896.12 ms [2021-01-13 23:06:36 main:574] : INFO : Epoch 649 | loss: 0.0311838 | val_loss: 0.031188 | Time: 2885.08 ms [2021-01-13 23:06:39 main:574] : INFO : Epoch 650 | loss: 0.0311839 | val_loss: 0.0311895 | Time: 2840.55 ms [2021-01-13 23:06:42 main:574] : INFO : Epoch 651 | loss: 0.0311842 | val_loss: 0.0311878 | Time: 2924.66 ms [2021-01-13 23:06:45 main:574] : INFO : Epoch 652 | loss: 0.0311832 | val_loss: 0.0311887 | Time: 3002 ms [2021-01-13 23:06:48 main:574] : INFO : Epoch 653 | loss: 0.0311836 | val_loss: 0.0311873 | Time: 2818.24 ms [2021-01-13 23:06:51 main:574] : INFO : Epoch 654 | loss: 0.0311837 | val_loss: 0.0311878 | Time: 2911.22 ms [2021-01-13 23:06:54 main:574] : INFO : Epoch 655 | loss: 0.031184 | val_loss: 0.0311873 | Time: 3043.09 ms [2021-01-13 23:06:57 main:574] : INFO : Epoch 656 | loss: 0.031184 | val_loss: 0.0311881 | Time: 3170.33 ms [2021-01-13 23:07:01 main:574] : INFO : Epoch 657 | loss: 0.0311833 | val_loss: 0.0311919 | Time: 3209.62 ms [2021-01-13 23:07:04 main:574] : INFO : Epoch 658 | loss: 0.031186 | val_loss: 0.0311878 | Time: 2982.24 ms [2021-01-13 23:07:07 main:574] : INFO : Epoch 659 | loss: 0.0311863 | val_loss: 0.0311929 | Time: 3269.63 ms [2021-01-13 23:07:10 main:574] : INFO : Epoch 660 | loss: 0.0311869 | val_loss: 0.0311903 | Time: 2946.92 ms [2021-01-13 23:07:13 main:574] : INFO : Epoch 661 | loss: 0.0311858 | val_loss: 0.0311892 | Time: 2894.89 ms [2021-01-13 23:07:16 main:574] : INFO : Epoch 662 | loss: 0.0311853 | val_loss: 0.0311913 | Time: 3026.39 ms [2021-01-13 23:07:19 main:574] : INFO : Epoch 663 | loss: 0.0311848 | val_loss: 0.0311889 | Time: 2937.74 ms [2021-01-13 23:07:22 main:574] : INFO : Epoch 664 | loss: 0.0311841 | val_loss: 0.0311901 | Time: 3000.82 ms [2021-01-13 23:07:25 main:574] : INFO : Epoch 665 | loss: 0.0311837 | val_loss: 0.0311877 | Time: 2915.95 ms [2021-01-13 23:07:28 main:574] : INFO : Epoch 666 | loss: 0.031183 | val_loss: 0.0311877 | Time: 2878.33 ms [2021-01-13 23:07:31 main:574] : INFO : Epoch 667 | loss: 0.0311834 | val_loss: 0.0311873 | Time: 2890.57 ms [2021-01-13 23:07:34 main:574] : INFO : Epoch 668 | loss: 0.0311832 | val_loss: 0.0311887 | Time: 2917.37 ms [2021-01-13 23:07:37 main:574] : INFO : Epoch 669 | loss: 0.0311837 | val_loss: 0.0311905 | Time: 2886.05 ms [2021-01-13 23:07:40 main:574] : INFO : Epoch 670 | loss: 0.0311848 | val_loss: 0.031189 | Time: 2911.15 ms [2021-01-13 23:07:43 main:574] : INFO : Epoch 671 | loss: 0.0311847 | val_loss: 0.0311891 | Time: 2892.86 ms [2021-01-13 23:07:46 main:574] : INFO : Epoch 672 | loss: 0.0311845 | val_loss: 0.031189 | Time: 2904.3 ms [2021-01-13 23:07:48 main:574] : INFO : Epoch 673 | loss: 0.0311841 | val_loss: 0.0311886 | Time: 2869.51 ms [2021-01-13 23:07:51 main:574] : INFO : Epoch 674 | loss: 0.031184 | val_loss: 0.0311892 | Time: 2899.08 ms [2021-01-13 23:07:54 main:574] : INFO : Epoch 675 | loss: 0.0311843 | val_loss: 0.0311902 | Time: 2804.21 ms [2021-01-13 23:07:57 main:574] : INFO : Epoch 676 | loss: 0.0311842 | val_loss: 0.0311925 | Time: 2868.19 ms [2021-01-13 23:08:00 main:574] : INFO : Epoch 677 | loss: 0.0311852 | val_loss: 0.0311904 | Time: 2907.93 ms [2021-01-13 23:08:03 main:574] : INFO : Epoch 678 | loss: 0.0311842 | val_loss: 0.03119 | Time: 2869.4 ms [2021-01-13 23:08:06 main:574] : INFO : Epoch 679 | loss: 0.0311846 | val_loss: 0.0311901 | Time: 2950.86 ms [2021-01-13 23:08:09 main:574] : INFO : Epoch 680 | loss: 0.0311851 | val_loss: 0.0311894 | Time: 2937.83 ms [2021-01-13 23:08:12 main:574] : INFO : Epoch 681 | loss: 0.0311849 | val_loss: 0.031189 | Time: 2933.33 ms [2021-01-13 23:08:15 main:574] : INFO : Epoch 682 | loss: 0.0311826 | val_loss: 0.0311887 | Time: 2891.67 ms [2021-01-13 23:08:18 main:574] : INFO : Epoch 683 | loss: 0.0311823 | val_loss: 0.0311887 | Time: 2881.22 ms [2021-01-13 23:08:21 main:574] : INFO : Epoch 684 | loss: 0.031182 | val_loss: 0.0311887 | Time: 2920.76 ms [2021-01-13 23:08:24 main:574] : INFO : Epoch 685 | loss: 0.0311825 | val_loss: 0.0311887 | Time: 2932.53 ms [2021-01-13 23:08:27 main:574] : INFO : Epoch 686 | loss: 0.031184 | val_loss: 0.0311889 | Time: 2861.51 ms [2021-01-13 23:08:30 main:574] : INFO : Epoch 687 | loss: 0.0311833 | val_loss: 0.0311898 | Time: 2894.98 ms [2021-01-13 23:08:32 main:574] : INFO : Epoch 688 | loss: 0.0311825 | val_loss: 0.0311904 | Time: 2836.53 ms [2021-01-13 23:08:35 main:574] : INFO : Epoch 689 | loss: 0.0311819 | val_loss: 0.03119 | Time: 2886.41 ms [2021-01-13 23:08:38 main:574] : INFO : Epoch 690 | loss: 0.0311826 | val_loss: 0.0311925 | Time: 2888.68 ms [2021-01-13 23:08:41 main:574] : INFO : Epoch 691 | loss: 0.0311828 | val_loss: 0.0311882 | Time: 2954.81 ms [2021-01-13 23:08:44 main:574] : INFO : Epoch 692 | loss: 0.0311826 | val_loss: 0.0311897 | Time: 2928.96 ms [2021-01-13 23:08:47 main:574] : INFO : Epoch 693 | loss: 0.0311824 | val_loss: 0.031189 | Time: 2921.89 ms [2021-01-13 23:08:50 main:574] : INFO : Epoch 694 | loss: 0.0311819 | val_loss: 0.0311887 | Time: 2900.16 ms [2021-01-13 23:08:53 main:574] : INFO : Epoch 695 | loss: 0.0311821 | val_loss: 0.0311887 | Time: 2925.57 ms [2021-01-13 23:08:56 main:574] : INFO : Epoch 696 | loss: 0.0311827 | val_loss: 0.0311955 | Time: 3007.66 ms [2021-01-13 23:08:59 main:574] : INFO : Epoch 697 | loss: 0.0311853 | val_loss: 0.0311889 | Time: 2894.32 ms [2021-01-13 23:09:02 main:574] : INFO : Epoch 698 | loss: 0.0311822 | val_loss: 0.0311875 | Time: 3021.5 ms [2021-01-13 23:09:05 main:574] : INFO : Epoch 699 | loss: 0.0311826 | val_loss: 0.0311874 | Time: 2929.6 ms [2021-01-13 23:09:08 main:574] : INFO : Epoch 700 | loss: 0.0311833 | val_loss: 0.0311899 | Time: 2909.22 ms [2021-01-13 23:09:11 main:574] : INFO : Epoch 701 | loss: 0.0311827 | val_loss: 0.0311874 | Time: 2916.36 ms [2021-01-13 23:09:14 main:574] : INFO : Epoch 702 | loss: 0.0311827 | val_loss: 0.0311876 | Time: 2830.26 ms [2021-01-13 23:09:17 main:574] : INFO : Epoch 703 | loss: 0.0311829 | val_loss: 0.031189 | Time: 2918.16 ms [2021-01-13 23:09:20 main:574] : INFO : Epoch 704 | loss: 0.0311826 | val_loss: 0.031187 | Time: 2894.71 ms [2021-01-13 23:09:23 main:574] : INFO : Epoch 705 | loss: 0.0311822 | val_loss: 0.0311872 | Time: 2868.19 ms [2021-01-13 23:09:26 main:574] : INFO : Epoch 706 | loss: 0.0311813 | val_loss: 0.0311877 | Time: 2916.36 ms [2021-01-13 23:09:29 main:574] : INFO : Epoch 707 | loss: 0.0311816 | val_loss: 0.0311878 | Time: 2995.84 ms [2021-01-13 23:09:32 main:574] : INFO : Epoch 708 | loss: 0.031183 | val_loss: 0.0311878 | Time: 2899.97 ms [2021-01-13 23:09:35 main:574] : INFO : Epoch 709 | loss: 0.0311821 | val_loss: 0.0311878 | Time: 2882.86 ms [2021-01-13 23:09:38 main:574] : INFO : Epoch 710 | loss: 0.0311827 | val_loss: 0.0311874 | Time: 2908.59 ms [2021-01-13 23:09:41 main:574] : INFO : Epoch 711 | loss: 0.0311835 | val_loss: 0.031189 | Time: 2911.03 ms [2021-01-13 23:09:44 main:574] : INFO : Epoch 712 | loss: 0.0311819 | val_loss: 0.0311862 | Time: 3052.45 ms [2021-01-13 23:09:47 main:574] : INFO : Epoch 713 | loss: 0.031182 | val_loss: 0.0311864 | Time: 2955.16 ms [2021-01-13 23:09:50 main:574] : INFO : Epoch 714 | loss: 0.0311823 | val_loss: 0.0311879 | Time: 3158.61 ms [2021-01-13 23:09:53 main:574] : INFO : Epoch 715 | loss: 0.031183 | val_loss: 0.0311883 | Time: 3370.04 ms [2021-01-13 23:09:56 main:574] : INFO : Epoch 716 | loss: 0.0311828 | val_loss: 0.0311872 | Time: 3158.07 ms [2021-01-13 23:10:00 main:574] : INFO : Epoch 717 | loss: 0.0311845 | val_loss: 0.0311882 | Time: 3199.48 ms [2021-01-13 23:10:03 main:574] : INFO : Epoch 718 | loss: 0.031186 | val_loss: 0.0311887 | Time: 3241 ms [2021-01-13 23:10:06 main:574] : INFO : Epoch 719 | loss: 0.0311857 | val_loss: 0.0311882 | Time: 3212.18 ms [2021-01-13 23:10:09 main:574] : INFO : Epoch 720 | loss: 0.0311852 | val_loss: 0.0311889 | Time: 3149.48 ms [2021-01-13 23:10:13 main:574] : INFO : Epoch 721 | loss: 0.0311844 | val_loss: 0.0311886 | Time: 3282.45 ms [2021-01-13 23:10:16 main:574] : INFO : Epoch 722 | loss: 0.0311849 | val_loss: 0.0311891 | Time: 3344.71 ms [2021-01-13 23:10:19 main:574] : INFO : Epoch 723 | loss: 0.0311848 | val_loss: 0.0311883 | Time: 3195.68 ms [2021-01-13 23:10:23 main:574] : INFO : Epoch 724 | loss: 0.0311844 | val_loss: 0.0311881 | Time: 3375.18 ms [2021-01-13 23:10:26 main:574] : INFO : Epoch 725 | loss: 0.0311836 | val_loss: 0.0311897 | Time: 3247.64 ms [2021-01-13 23:10:29 main:574] : INFO : Epoch 726 | loss: 0.0311845 | val_loss: 0.0311877 | Time: 3257.16 ms [2021-01-13 23:10:33 main:574] : INFO : Epoch 727 | loss: 0.0311852 | val_loss: 0.0311876 | Time: 3176.78 ms [2021-01-13 23:10:36 main:574] : INFO : Epoch 728 | loss: 0.0311837 | val_loss: 0.0311887 | Time: 3247.69 ms [2021-01-13 23:10:39 main:574] : INFO : Epoch 729 | loss: 0.0311848 | val_loss: 0.0311904 | Time: 3276.97 ms [2021-01-13 23:10:42 main:574] : INFO : Epoch 730 | loss: 0.0311876 | val_loss: 0.0311917 | Time: 3144.15 ms [2021-01-13 23:10:46 main:574] : INFO : Epoch 731 | loss: 0.0311957 | val_loss: 0.0312054 | Time: 3211.3 ms [2021-01-13 23:10:49 main:574] : INFO : Epoch 732 | loss: 0.031224 | val_loss: 0.0312568 | Time: 3171.83 ms [2021-01-13 23:10:52 main:574] : INFO : Epoch 733 | loss: 0.0312117 | val_loss: 0.0312038 | Time: 3195.89 ms [2021-01-13 23:10:55 main:574] : INFO : Epoch 734 | loss: 0.0311957 | val_loss: 0.0311947 | Time: 3273.07 ms [2021-01-13 23:10:59 main:574] : INFO : Epoch 735 | loss: 0.0311899 | val_loss: 0.0311967 | Time: 3231.76 ms [2021-01-13 23:11:02 main:574] : INFO : Epoch 736 | loss: 0.031188 | val_loss: 0.0311907 | Time: 3395.16 ms [2021-01-13 23:11:06 main:574] : INFO : Epoch 737 | loss: 0.0311864 | val_loss: 0.031189 | Time: 3329.7 ms [2021-01-13 23:11:09 main:574] : INFO : Epoch 738 | loss: 0.0311851 | val_loss: 0.0311886 | Time: 3127 ms [2021-01-13 23:11:12 main:574] : INFO : Epoch 739 | loss: 0.0311865 | val_loss: 0.0311891 | Time: 3310.8 ms [2021-01-13 23:11:15 main:574] : INFO : Epoch 740 | loss: 0.0311844 | val_loss: 0.031189 | Time: 3174.37 ms [2021-01-13 23:11:19 main:574] : INFO : Epoch 741 | loss: 0.0311848 | val_loss: 0.0311893 | Time: 3231.59 ms [2021-01-13 23:11:22 main:574] : INFO : Epoch 742 | loss: 0.0311842 | val_loss: 0.0311902 | Time: 3128.25 ms [2021-01-13 23:11:25 main:574] : INFO : Epoch 743 | loss: 0.0311841 | val_loss: 0.0311887 | Time: 3134.59 ms [2021-01-13 23:11:28 main:574] : INFO : Epoch 744 | loss: 0.0311844 | val_loss: 0.0311894 | Time: 3191.48 ms [2021-01-13 23:11:31 main:574] : INFO : Epoch 745 | loss: 0.0311866 | val_loss: 0.0311905 | Time: 3122.12 ms [2021-01-13 23:11:34 main:574] : INFO : Epoch 746 | loss: 0.0311877 | val_loss: 0.0311918 | Time: 3055.02 ms [2021-01-13 23:11:37 main:574] : INFO : Epoch 747 | loss: 0.0311868 | val_loss: 0.0311898 | Time: 3013.15 ms [2021-01-13 23:11:40 main:574] : INFO : Epoch 748 | loss: 0.0311864 | val_loss: 0.0311912 | Time: 2752.35 ms [2021-01-13 23:11:43 main:574] : INFO : Epoch 749 | loss: 0.0311854 | val_loss: 0.0311888 | Time: 2787.45 ms [2021-01-13 23:11:46 main:574] : INFO : Epoch 750 | loss: 0.0311842 | val_loss: 0.0311894 | Time: 3131.47 ms [2021-01-13 23:11:49 main:574] : INFO : Epoch 751 | loss: 0.0311856 | val_loss: 0.0311918 | Time: 2981.77 ms [2021-01-13 23:11:52 main:574] : INFO : Epoch 752 | loss: 0.0311868 | val_loss: 0.0311903 | Time: 2915.85 ms [2021-01-13 23:11:55 main:574] : INFO : Epoch 753 | loss: 0.0311864 | val_loss: 0.0311899 | Time: 2886.88 ms [2021-01-13 23:11:58 main:574] : INFO : Epoch 754 | loss: 0.031187 | val_loss: 0.031195 | Time: 2794.58 ms [2021-01-13 23:12:01 main:574] : INFO : Epoch 755 | loss: 0.0311874 | val_loss: 0.03119 | Time: 2684.2 ms [2021-01-13 23:12:04 main:574] : INFO : Epoch 756 | loss: 0.0311871 | val_loss: 0.0311899 | Time: 2941.08 ms [2021-01-13 23:12:07 main:574] : INFO : Epoch 757 | loss: 0.031187 | val_loss: 0.0311918 | Time: 2836 ms [2021-01-13 23:12:09 main:574] : INFO : Epoch 758 | loss: 0.031189 | val_loss: 0.0311909 | Time: 2860.2 ms [2021-01-13 23:12:12 main:574] : INFO : Epoch 759 | loss: 0.03119 | val_loss: 0.0311927 | Time: 2875.09 ms [2021-01-13 23:12:15 main:574] : INFO : Epoch 760 | loss: 0.031193 | val_loss: 0.0311926 | Time: 2902.03 ms [2021-01-13 23:12:18 main:574] : INFO : Epoch 761 | loss: 0.0311937 | val_loss: 0.0311921 | Time: 2913.21 ms [2021-01-13 23:12:21 main:574] : INFO : Epoch 762 | loss: 0.0311929 | val_loss: 0.0311928 | Time: 2939.76 ms [2021-01-13 23:12:24 main:574] : INFO : Epoch 763 | loss: 0.0311939 | val_loss: 0.0311931 | Time: 2794.09 ms [2021-01-13 23:12:27 main:574] : INFO : Epoch 764 | loss: 0.0311926 | val_loss: 0.0311912 | Time: 2836.03 ms [2021-01-13 23:12:30 main:574] : INFO : Epoch 765 | loss: 0.0311918 | val_loss: 0.0311912 | Time: 2880.08 ms [2021-01-13 23:12:33 main:574] : INFO : Epoch 766 | loss: 0.0311919 | val_loss: 0.0311917 | Time: 2885.95 ms [2021-01-13 23:12:36 main:574] : INFO : Epoch 767 | loss: 0.0311918 | val_loss: 0.0311909 | Time: 2786.66 ms [2021-01-13 23:12:38 main:574] : INFO : Epoch 768 | loss: 0.0311915 | val_loss: 0.0311917 | Time: 2828.88 ms [2021-01-13 23:12:41 main:574] : INFO : Epoch 769 | loss: 0.0311916 | val_loss: 0.0311904 | Time: 2867.34 ms [2021-01-13 23:12:44 main:574] : INFO : Epoch 770 | loss: 0.031192 | val_loss: 0.0311915 | Time: 2835.43 ms [2021-01-13 23:12:47 main:574] : INFO : Epoch 771 | loss: 0.031191 | val_loss: 0.0311904 | Time: 2943.38 ms [2021-01-13 23:12:50 main:574] : INFO : Epoch 772 | loss: 0.0311911 | val_loss: 0.0311906 | Time: 2925.98 ms [2021-01-13 23:12:53 main:574] : INFO : Epoch 773 | loss: 0.0311914 | val_loss: 0.0311905 | Time: 2811.13 ms [2021-01-13 23:12:56 main:574] : INFO : Epoch 774 | loss: 0.0311904 | val_loss: 0.0311911 | Time: 2857.12 ms [2021-01-13 23:12:59 main:574] : INFO : Epoch 775 | loss: 0.0311913 | val_loss: 0.0311907 | Time: 2780.49 ms [2021-01-13 23:13:02 main:574] : INFO : Epoch 776 | loss: 0.0311929 | val_loss: 0.0311919 | Time: 2919.26 ms [2021-01-13 23:13:05 main:574] : INFO : Epoch 777 | loss: 0.0311934 | val_loss: 0.0311927 | Time: 2898.41 ms [2021-01-13 23:13:08 main:574] : INFO : Epoch 778 | loss: 0.0311932 | val_loss: 0.0311914 | Time: 2826.02 ms [2021-01-13 23:13:10 main:574] : INFO : Epoch 779 | loss: 0.0311928 | val_loss: 0.0311919 | Time: 2795.63 ms [2021-01-13 23:13:13 main:574] : INFO : Epoch 780 | loss: 0.0311923 | val_loss: 0.0311915 | Time: 2661.36 ms [2021-01-13 23:13:16 main:574] : INFO : Epoch 781 | loss: 0.0311929 | val_loss: 0.031193 | Time: 2861.48 ms [2021-01-13 23:13:19 main:574] : INFO : Epoch 782 | loss: 0.0311916 | val_loss: 0.0311915 | Time: 2723.51 ms [2021-01-13 23:13:22 main:574] : INFO : Epoch 783 | loss: 0.0311911 | val_loss: 0.0311948 | Time: 2781.9 ms [2021-01-13 23:13:24 main:574] : INFO : Epoch 784 | loss: 0.0311923 | val_loss: 0.0311925 | Time: 2889.22 ms [2021-01-13 23:13:27 main:574] : INFO : Epoch 785 | loss: 0.0311924 | val_loss: 0.0311947 | Time: 2757.83 ms [2021-01-13 23:13:30 main:574] : INFO : Epoch 786 | loss: 0.0311913 | val_loss: 0.031195 | Time: 2918.9 ms [2021-01-13 23:13:33 main:574] : INFO : Epoch 787 | loss: 0.0311907 | val_loss: 0.0311938 | Time: 2944 ms [2021-01-13 23:13:36 main:574] : INFO : Epoch 788 | loss: 0.0311906 | val_loss: 0.0311933 | Time: 2848.51 ms [2021-01-13 23:13:39 main:574] : INFO : Epoch 789 | loss: 0.0311906 | val_loss: 0.0311951 | Time: 2897.66 ms [2021-01-13 23:13:42 main:574] : INFO : Epoch 790 | loss: 0.0311905 | val_loss: 0.0311936 | Time: 2917.86 ms [2021-01-13 23:13:45 main:574] : INFO : Epoch 791 | loss: 0.0311905 | val_loss: 0.0311925 | Time: 2859.57 ms [2021-01-13 23:13:48 main:574] : INFO : Epoch 792 | loss: 0.0311904 | val_loss: 0.0311918 | Time: 2846.73 ms [2021-01-13 23:13:51 main:574] : INFO : Epoch 793 | loss: 0.0311913 | val_loss: 0.0311958 | Time: 2924.79 ms [2021-01-13 23:13:54 main:574] : INFO : Epoch 794 | loss: 0.0311917 | val_loss: 0.0311924 | Time: 2878.26 ms [2021-01-13 23:13:57 main:574] : INFO : Epoch 795 | loss: 0.0311909 | val_loss: 0.0311942 | Time: 2890 ms [2021-01-13 23:13:59 main:574] : INFO : Epoch 796 | loss: 0.03119 | val_loss: 0.0311919 | Time: 2873.96 ms [2021-01-13 23:14:02 main:574] : INFO : Epoch 797 | loss: 0.0311891 | val_loss: 0.0311917 | Time: 2879.81 ms [2021-01-13 23:14:05 main:574] : INFO : Epoch 798 | loss: 0.0311888 | val_loss: 0.0311928 | Time: 2835.15 ms [2021-01-13 23:14:08 main:574] : INFO : Epoch 799 | loss: 0.0311891 | val_loss: 0.0311921 | Time: 2673.48 ms [2021-01-13 23:14:11 main:574] : INFO : Epoch 800 | loss: 0.0311885 | val_loss: 0.031192 | Time: 2698.39 ms [2021-01-13 23:14:13 main:574] : INFO : Epoch 801 | loss: 0.0311887 | val_loss: 0.0311918 | Time: 2623.05 ms [2021-01-13 23:14:16 main:574] : INFO : Epoch 802 | loss: 0.0311886 | val_loss: 0.0311925 | Time: 2643.67 ms [2021-01-13 23:14:19 main:574] : INFO : Epoch 803 | loss: 0.0311898 | val_loss: 0.0311941 | Time: 2758.14 ms [2021-01-13 23:14:22 main:574] : INFO : Epoch 804 | loss: 0.0311895 | val_loss: 0.0311931 | Time: 2894.65 ms [2021-01-13 23:14:25 main:574] : INFO : Epoch 805 | loss: 0.031188 | val_loss: 0.0311922 | Time: 2800.18 ms [2021-01-13 23:14:27 main:574] : INFO : Epoch 806 | loss: 0.0311885 | val_loss: 0.0311929 | Time: 2552.37 ms [2021-01-13 23:14:30 main:574] : INFO : Epoch 807 | loss: 0.0311894 | val_loss: 0.0311934 | Time: 2825.67 ms [2021-01-13 23:14:33 main:574] : INFO : Epoch 808 | loss: 0.0311897 | val_loss: 0.0311922 | Time: 2653.78 ms [2021-01-13 23:14:35 main:574] : INFO : Epoch 809 | loss: 0.0311892 | val_loss: 0.0311957 | Time: 2569.9 ms [2021-01-13 23:14:38 main:574] : INFO : Epoch 810 | loss: 0.0311893 | val_loss: 0.0311954 | Time: 2725.99 ms [2021-01-13 23:14:41 main:574] : INFO : Epoch 811 | loss: 0.0311893 | val_loss: 0.0311922 | Time: 2625.68 ms [2021-01-13 23:14:43 main:574] : INFO : Epoch 812 | loss: 0.0311889 | val_loss: 0.0311926 | Time: 2609.2 ms [2021-01-13 23:14:46 main:574] : INFO : Epoch 813 | loss: 0.0311886 | val_loss: 0.0311925 | Time: 2599.16 ms [2021-01-13 23:14:49 main:574] : INFO : Epoch 814 | loss: 0.0311916 | val_loss: 0.0311928 | Time: 2644.55 ms [2021-01-13 23:14:52 main:574] : INFO : Epoch 815 | loss: 0.0311905 | val_loss: 0.0311934 | Time: 2954.22 ms [2021-01-13 23:14:54 main:574] : INFO : Epoch 816 | loss: 0.0311901 | val_loss: 0.0311928 | Time: 2551.79 ms [2021-01-13 23:14:57 main:574] : INFO : Epoch 817 | loss: 0.0311921 | val_loss: 0.0311934 | Time: 2604.13 ms [2021-01-13 23:15:01 main:574] : INFO : Epoch 818 | loss: 0.0311909 | val_loss: 0.0311937 | Time: 2658.22 ms [2021-01-13 23:15:03 main:574] : INFO : Epoch 819 | loss: 0.0311897 | val_loss: 0.0311927 | Time: 2764.64 ms [2021-01-13 23:15:06 main:574] : INFO : Epoch 820 | loss: 0.0311907 | val_loss: 0.0311935 | Time: 2678.44 ms [2021-01-13 23:15:09 main:574] : INFO : Epoch 821 | loss: 0.031189 | val_loss: 0.0311911 | Time: 2652.24 ms [2021-01-13 23:15:12 main:574] : INFO : Epoch 822 | loss: 0.0311889 | val_loss: 0.0311927 | Time: 2802.2 ms [2021-01-13 23:15:15 main:574] : INFO : Epoch 823 | loss: 0.0311896 | val_loss: 0.0311928 | Time: 2830.59 ms [2021-01-13 23:15:17 main:574] : INFO : Epoch 824 | loss: 0.0311891 | val_loss: 0.0311948 | Time: 2619.39 ms [2021-01-13 23:15:20 main:574] : INFO : Epoch 825 | loss: 0.0311898 | val_loss: 0.0311923 | Time: 2714.61 ms [2021-01-13 23:15:23 main:574] : INFO : Epoch 826 | loss: 0.0311895 | val_loss: 0.0311939 | Time: 2644.3 ms [2021-01-13 23:15:25 main:574] : INFO : Epoch 827 | loss: 0.031191 | val_loss: 0.031193 | Time: 2586.69 ms [2021-01-13 23:15:28 main:574] : INFO : Epoch 828 | loss: 0.0311893 | val_loss: 0.0311913 | Time: 2675.03 ms [2021-01-13 23:15:31 main:574] : INFO : Epoch 829 | loss: 0.0311893 | val_loss: 0.0311925 | Time: 2669.32 ms [2021-01-13 23:15:33 main:574] : INFO : Epoch 830 | loss: 0.0311892 | val_loss: 0.0311927 | Time: 2558.91 ms [2021-01-13 23:15:36 main:574] : INFO : Epoch 831 | loss: 0.0311901 | val_loss: 0.031193 | Time: 2870.14 ms [2021-01-13 23:15:39 main:574] : INFO : Epoch 832 | loss: 0.0311895 | val_loss: 0.0311916 | Time: 3077.4 ms [2021-01-13 23:15:42 main:574] : INFO : Epoch 833 | loss: 0.031189 | val_loss: 0.0311926 | Time: 2891.23 ms [2021-01-13 23:15:45 main:574] : INFO : Epoch 834 | loss: 0.0311884 | val_loss: 0.0311966 | Time: 2982.2 ms [2021-01-13 23:15:49 main:574] : INFO : Epoch 835 | loss: 0.03119 | val_loss: 0.0311916 | Time: 3321.69 ms [2021-01-13 23:15:52 main:574] : INFO : Epoch 836 | loss: 0.0311887 | val_loss: 0.0311925 | Time: 3085.84 ms [2021-01-13 23:15:55 main:574] : INFO : Epoch 837 | loss: 0.0311891 | val_loss: 0.031192 | Time: 3326.09 ms [2021-01-13 23:15:58 main:574] : INFO : Epoch 838 | loss: 0.0311891 | val_loss: 0.0311927 | Time: 3039.75 ms [2021-01-13 23:16:01 main:574] : INFO : Epoch 839 | loss: 0.0311903 | val_loss: 0.0311918 | Time: 2899.64 ms [2021-01-13 23:16:04 main:574] : INFO : Epoch 840 | loss: 0.0311907 | val_loss: 0.0311998 | Time: 2948.64 ms [2021-01-13 23:16:07 main:574] : INFO : Epoch 841 | loss: 0.0311913 | val_loss: 0.0311919 | Time: 2961.39 ms [2021-01-13 23:16:10 main:574] : INFO : Epoch 842 | loss: 0.0311895 | val_loss: 0.0311931 | Time: 2876.45 ms [2021-01-13 23:16:13 main:574] : INFO : Epoch 843 | loss: 0.0311901 | val_loss: 0.0311952 | Time: 2923.22 ms [2021-01-13 23:16:16 main:574] : INFO : Epoch 844 | loss: 0.0311911 | val_loss: 0.0311957 | Time: 2884.3 ms [2021-01-13 23:16:19 main:574] : INFO : Epoch 845 | loss: 0.0311913 | val_loss: 0.0311952 | Time: 2876.57 ms [2021-01-13 23:16:22 main:574] : INFO : Epoch 846 | loss: 0.0311908 | val_loss: 0.0311942 | Time: 2854.21 ms [2021-01-13 23:16:25 main:574] : INFO : Epoch 847 | loss: 0.0311911 | val_loss: 0.031196 | Time: 2877.08 ms [2021-01-13 23:16:27 main:574] : INFO : Epoch 848 | loss: 0.0311913 | val_loss: 0.0311963 | Time: 2773.08 ms [2021-01-13 23:16:31 main:574] : INFO : Epoch 849 | loss: 0.0311906 | val_loss: 0.0311965 | Time: 2839.27 ms [2021-01-13 23:16:35 main:574] : INFO : Epoch 850 | loss: 0.0311896 | val_loss: 0.0311942 | Time: 3021.92 ms [2021-01-13 23:16:39 main:574] : INFO : Epoch 851 | loss: 0.0311893 | val_loss: 0.0311953 | Time: 3384.61 ms [2021-01-13 23:16:41 main:574] : INFO : Epoch 852 | loss: 0.0311883 | val_loss: 0.031193 | Time: 2958.1 ms [2021-01-13 23:16:45 main:574] : INFO : Epoch 853 | loss: 0.0311884 | val_loss: 0.0311933 | Time: 3059.25 ms [2021-01-13 23:16:48 main:574] : INFO : Epoch 854 | loss: 0.0311883 | val_loss: 0.0311932 | Time: 2979.55 ms [2021-01-13 23:16:50 main:574] : INFO : Epoch 855 | loss: 0.0311886 | val_loss: 0.0311965 | Time: 2624.7 ms [2021-01-13 23:16:53 main:574] : INFO : Epoch 856 | loss: 0.0311897 | val_loss: 0.0311938 | Time: 2594.94 ms [2021-01-13 23:16:55 main:574] : INFO : Epoch 857 | loss: 0.0311878 | val_loss: 0.0311949 | Time: 2565.25 ms [2021-01-13 23:16:58 main:574] : INFO : Epoch 858 | loss: 0.0311876 | val_loss: 0.031194 | Time: 2804.38 ms [2021-01-13 23:17:01 main:574] : INFO : Epoch 859 | loss: 0.0311875 | val_loss: 0.0311933 | Time: 2568.8 ms [2021-01-13 23:17:04 main:574] : INFO : Epoch 860 | loss: 0.0311872 | val_loss: 0.0311932 | Time: 3025.54 ms [2021-01-13 23:17:06 main:574] : INFO : Epoch 861 | loss: 0.0311881 | val_loss: 0.0311933 | Time: 2569.8 ms [2021-01-13 23:17:09 main:574] : INFO : Epoch 862 | loss: 0.0311872 | val_loss: 0.0311937 | Time: 2674.29 ms [2021-01-13 23:17:12 main:574] : INFO : Epoch 863 | loss: 0.0311875 | val_loss: 0.0311939 | Time: 2604.67 ms [2021-01-13 23:17:14 main:574] : INFO : Epoch 864 | loss: 0.0311889 | val_loss: 0.0311935 | Time: 2581.27 ms [2021-01-13 23:17:17 main:574] : INFO : Epoch 865 | loss: 0.0311874 | val_loss: 0.0311934 | Time: 2810.73 ms [2021-01-13 23:17:20 main:574] : INFO : Epoch 866 | loss: 0.0311894 | val_loss: 0.0311928 | Time: 2596.03 ms [2021-01-13 23:17:23 main:574] : INFO : Epoch 867 | loss: 0.0311884 | val_loss: 0.0311944 | Time: 2696.21 ms [2021-01-13 23:17:25 main:574] : INFO : Epoch 868 | loss: 0.0311874 | val_loss: 0.0311925 | Time: 2572.3 ms [2021-01-13 23:17:28 main:574] : INFO : Epoch 869 | loss: 0.0311869 | val_loss: 0.0311931 | Time: 2559.91 ms [2021-01-13 23:17:30 main:574] : INFO : Epoch 870 | loss: 0.0311878 | val_loss: 0.0311936 | Time: 2646.85 ms [2021-01-13 23:17:33 main:574] : INFO : Epoch 871 | loss: 0.0311875 | val_loss: 0.0311967 | Time: 2719.1 ms [2021-01-13 23:17:36 main:574] : INFO : Epoch 872 | loss: 0.0311885 | val_loss: 0.0311971 | Time: 2545.48 ms [2021-01-13 23:17:38 main:574] : INFO : Epoch 873 | loss: 0.031188 | val_loss: 0.0311925 | Time: 2615.61 ms [2021-01-13 23:17:41 main:574] : INFO : Epoch 874 | loss: 0.0311879 | val_loss: 0.031193 | Time: 2660.09 ms [2021-01-13 23:17:44 main:574] : INFO : Epoch 875 | loss: 0.031189 | val_loss: 0.0311949 | Time: 2678.15 ms [2021-01-13 23:17:46 main:574] : INFO : Epoch 876 | loss: 0.0311875 | val_loss: 0.0311947 | Time: 2582.39 ms [2021-01-13 23:17:49 main:574] : INFO : Epoch 877 | loss: 0.031187 | val_loss: 0.0311932 | Time: 2558.05 ms [2021-01-13 23:17:52 main:574] : INFO : Epoch 878 | loss: 0.0311871 | val_loss: 0.0311935 | Time: 2648.46 ms [2021-01-13 23:17:55 main:574] : INFO : Epoch 879 | loss: 0.0311873 | val_loss: 0.0311931 | Time: 2911.16 ms [2021-01-13 23:17:57 main:574] : INFO : Epoch 880 | loss: 0.0311868 | val_loss: 0.0311936 | Time: 2814.41 ms [2021-01-13 23:18:00 main:574] : INFO : Epoch 881 | loss: 0.0311868 | val_loss: 0.031193 | Time: 2573.68 ms [2021-01-13 23:18:03 main:574] : INFO : Epoch 882 | loss: 0.0311867 | val_loss: 0.0311927 | Time: 2563.76 ms [2021-01-13 23:18:05 main:574] : INFO : Epoch 883 | loss: 0.0311866 | val_loss: 0.0311935 | Time: 2658.62 ms [2021-01-13 23:18:08 main:574] : INFO : Epoch 884 | loss: 0.0311893 | val_loss: 0.0311985 | Time: 2563.68 ms [2021-01-13 23:18:11 main:574] : INFO : Epoch 885 | loss: 0.031189 | val_loss: 0.0311943 | Time: 2641.56 ms [2021-01-13 23:18:13 main:574] : INFO : Epoch 886 | loss: 0.0311879 | val_loss: 0.0311936 | Time: 2588.3 ms [2021-01-13 23:18:16 main:574] : INFO : Epoch 887 | loss: 0.0311868 | val_loss: 0.031193 | Time: 2855.49 ms [2021-01-13 23:18:19 main:574] : INFO : Epoch 888 | loss: 0.0311871 | val_loss: 0.0311925 | Time: 2635.47 ms [2021-01-13 23:18:21 main:574] : INFO : Epoch 889 | loss: 0.0311866 | val_loss: 0.0311928 | Time: 2537.3 ms [2021-01-13 23:18:24 main:574] : INFO : Epoch 890 | loss: 0.0311863 | val_loss: 0.0311929 | Time: 2665.03 ms [2021-01-13 23:18:27 main:574] : INFO : Epoch 891 | loss: 0.0311862 | val_loss: 0.0311926 | Time: 2570.28 ms [2021-01-13 23:18:29 main:574] : INFO : Epoch 892 | loss: 0.0311866 | val_loss: 0.0311925 | Time: 2614.14 ms [2021-01-13 23:18:32 main:574] : INFO : Epoch 893 | loss: 0.0311869 | val_loss: 0.0311935 | Time: 2559.05 ms [2021-01-13 23:18:34 main:574] : INFO : Epoch 894 | loss: 0.0311872 | val_loss: 0.0311928 | Time: 2570.28 ms [2021-01-13 23:18:37 main:574] : INFO : Epoch 895 | loss: 0.0311862 | val_loss: 0.0311924 | Time: 2667.86 ms [2021-01-13 23:18:40 main:574] : INFO : Epoch 896 | loss: 0.0311868 | val_loss: 0.031193 | Time: 2543.85 ms [2021-01-13 23:18:42 main:574] : INFO : Epoch 897 | loss: 0.0311875 | val_loss: 0.0311925 | Time: 2572.37 ms [2021-01-13 23:18:45 main:574] : INFO : Epoch 898 | loss: 0.031187 | val_loss: 0.0311935 | Time: 2567.53 ms [2021-01-13 23:18:47 main:574] : INFO : Epoch 899 | loss: 0.0311878 | val_loss: 0.0311928 | Time: 2565.15 ms [2021-01-13 23:18:50 main:574] : INFO : Epoch 900 | loss: 0.0311876 | val_loss: 0.0311937 | Time: 2547.08 ms [2021-01-13 23:18:53 main:574] : INFO : Epoch 901 | loss: 0.0311883 | val_loss: 0.0311926 | Time: 2556.37 ms [2021-01-13 23:18:55 main:574] : INFO : Epoch 902 | loss: 0.0311867 | val_loss: 0.0311954 | Time: 2681.09 ms [2021-01-13 23:18:58 main:574] : INFO : Epoch 903 | loss: 0.0311883 | val_loss: 0.0311923 | Time: 2598.68 ms [2021-01-13 23:19:01 main:574] : INFO : Epoch 904 | loss: 0.0311871 | val_loss: 0.0311927 | Time: 2593.48 ms [2021-01-13 23:19:03 main:574] : INFO : Epoch 905 | loss: 0.0311866 | val_loss: 0.0311966 | Time: 2676.06 ms [2021-01-13 23:19:06 main:574] : INFO : Epoch 906 | loss: 0.0311879 | val_loss: 0.0311925 | Time: 2745.73 ms [2021-01-13 23:19:09 main:574] : INFO : Epoch 907 | loss: 0.0311875 | val_loss: 0.031195 | Time: 2561.74 ms [2021-01-13 23:19:11 main:574] : INFO : Epoch 908 | loss: 0.0311877 | val_loss: 0.0311925 | Time: 2578.29 ms [2021-01-13 23:19:14 main:574] : INFO : Epoch 909 | loss: 0.0311863 | val_loss: 0.0311932 | Time: 2667.45 ms [2021-01-13 23:19:17 main:574] : INFO : Epoch 910 | loss: 0.0311861 | val_loss: 0.0311931 | Time: 2703.49 ms [2021-01-13 23:19:19 main:574] : INFO : Epoch 911 | loss: 0.0311857 | val_loss: 0.0311927 | Time: 2568.92 ms [2021-01-13 23:19:22 main:574] : INFO : Epoch 912 | loss: 0.031186 | val_loss: 0.0311932 | Time: 2797.97 ms [2021-01-13 23:19:25 main:574] : INFO : Epoch 913 | loss: 0.0311865 | val_loss: 0.0311941 | Time: 2598.31 ms [2021-01-13 23:19:28 main:574] : INFO : Epoch 914 | loss: 0.0311869 | val_loss: 0.0311949 | Time: 2856.64 ms [2021-01-13 23:19:30 main:574] : INFO : Epoch 915 | loss: 0.0311865 | val_loss: 0.0311927 | Time: 2569.01 ms [2021-01-13 23:19:33 main:574] : INFO : Epoch 916 | loss: 0.0311861 | val_loss: 0.0311939 | Time: 2647.51 ms [2021-01-13 23:19:36 main:574] : INFO : Epoch 917 | loss: 0.0311866 | val_loss: 0.0311937 | Time: 2605.14 ms [2021-01-13 23:19:38 main:574] : INFO : Epoch 918 | loss: 0.0311867 | val_loss: 0.0311955 | Time: 2769.9 ms [2021-01-13 23:19:41 main:574] : INFO : Epoch 919 | loss: 0.0311864 | val_loss: 0.0311928 | Time: 2614.67 ms [2021-01-13 23:19:44 main:574] : INFO : Epoch 920 | loss: 0.0311865 | val_loss: 0.0311955 | Time: 2816.22 ms [2021-01-13 23:19:47 main:574] : INFO : Epoch 921 | loss: 0.0311867 | val_loss: 0.0311923 | Time: 3199.69 ms [2021-01-13 23:19:50 main:574] : INFO : Epoch 922 | loss: 0.0311856 | val_loss: 0.0311957 | Time: 2779.32 ms [2021-01-13 23:19:53 main:574] : INFO : Epoch 923 | loss: 0.0311868 | val_loss: 0.0311948 | Time: 2684.8 ms [2021-01-13 23:19:56 main:574] : INFO : Epoch 924 | loss: 0.0311866 | val_loss: 0.0311948 | Time: 2784.47 ms [2021-01-13 23:19:58 main:574] : INFO : Epoch 925 | loss: 0.0311861 | val_loss: 0.0311932 | Time: 2635.14 ms [2021-01-13 23:20:01 main:574] : INFO : Epoch 926 | loss: 0.0311896 | val_loss: 0.031201 | Time: 2698.35 ms [2021-01-13 23:20:04 main:574] : INFO : Epoch 927 | loss: 0.0311904 | val_loss: 0.0311967 | Time: 2574.55 ms [2021-01-13 23:20:06 main:574] : INFO : Epoch 928 | loss: 0.0311879 | val_loss: 0.0311938 | Time: 2732.72 ms [2021-01-13 23:20:09 main:574] : INFO : Epoch 929 | loss: 0.0311869 | val_loss: 0.031194 | Time: 2620.96 ms [2021-01-13 23:20:12 main:574] : INFO : Epoch 930 | loss: 0.0311875 | val_loss: 0.0311934 | Time: 2636.6 ms [2021-01-13 23:20:15 main:574] : INFO : Epoch 931 | loss: 0.0311868 | val_loss: 0.0311928 | Time: 2866.14 ms [2021-01-13 23:20:17 main:574] : INFO : Epoch 932 | loss: 0.0311866 | val_loss: 0.0311934 | Time: 2765.76 ms [2021-01-13 23:20:20 main:574] : INFO : Epoch 933 | loss: 0.0311873 | val_loss: 0.0311948 | Time: 2741.8 ms [2021-01-13 23:20:23 main:574] : INFO : Epoch 934 | loss: 0.0311865 | val_loss: 0.0311927 | Time: 2585.97 ms [2021-01-13 23:20:26 main:574] : INFO : Epoch 935 | loss: 0.0311872 | val_loss: 0.0311932 | Time: 2893.54 ms [2021-01-13 23:20:29 main:574] : INFO : Epoch 936 | loss: 0.0311863 | val_loss: 0.0311953 | Time: 2847.67 ms [2021-01-13 23:20:31 main:574] : INFO : Epoch 937 | loss: 0.0311867 | val_loss: 0.0311935 | Time: 2656.02 ms [2021-01-13 23:20:34 main:574] : INFO : Epoch 938 | loss: 0.0311862 | val_loss: 0.031193 | Time: 2638.76 ms [2021-01-13 23:20:37 main:574] : INFO : Epoch 939 | loss: 0.0311868 | val_loss: 0.031195 | Time: 2775.45 ms [2021-01-13 23:20:40 main:574] : INFO : Epoch 940 | loss: 0.0311871 | val_loss: 0.0311927 | Time: 2882.62 ms [2021-01-13 23:20:43 main:574] : INFO : Epoch 941 | loss: 0.0311859 | val_loss: 0.0311931 | Time: 2624 ms [2021-01-13 23:20:46 main:574] : INFO : Epoch 942 | loss: 0.0311863 | val_loss: 0.0311935 | Time: 2585.82 ms [2021-01-13 23:20:48 main:574] : INFO : Epoch 943 | loss: 0.0311867 | val_loss: 0.0311936 | Time: 2867.4 ms [2021-01-13 23:20:51 main:574] : INFO : Epoch 944 | loss: 0.031188 | val_loss: 0.0311939 | Time: 2944.72 ms [2021-01-13 23:20:54 main:574] : INFO : Epoch 945 | loss: 0.0311866 | val_loss: 0.0311938 | Time: 2658.97 ms [2021-01-13 23:20:57 main:574] : INFO : Epoch 946 | loss: 0.0311861 | val_loss: 0.0311928 | Time: 2628.33 ms [2021-01-13 23:21:00 main:574] : INFO : Epoch 947 | loss: 0.0311862 | val_loss: 0.031193 | Time: 2888.77 ms [2021-01-13 23:21:03 main:574] : INFO : Epoch 948 | loss: 0.0311861 | val_loss: 0.0311932 | Time: 2803.97 ms [2021-01-13 23:21:05 main:574] : INFO : Epoch 949 | loss: 0.0311862 | val_loss: 0.0311935 | Time: 2688.07 ms [2021-01-13 23:21:08 main:574] : INFO : Epoch 950 | loss: 0.0311864 | val_loss: 0.031193 | Time: 2829.39 ms [2021-01-13 23:21:11 main:574] : INFO : Epoch 951 | loss: 0.031186 | val_loss: 0.0311931 | Time: 2884.19 ms [2021-01-13 23:21:14 main:574] : INFO : Epoch 952 | loss: 0.0311875 | val_loss: 0.0311932 | Time: 2770.1 ms [2021-01-13 23:21:17 main:574] : INFO : Epoch 953 | loss: 0.0311869 | val_loss: 0.0311932 | Time: 2654.12 ms [2021-01-13 23:21:19 main:574] : INFO : Epoch 954 | loss: 0.0311862 | val_loss: 0.0311948 | Time: 2611.05 ms [2021-01-13 23:21:22 main:574] : INFO : Epoch 955 | loss: 0.0311882 | val_loss: 0.0311984 | Time: 2741.16 ms [2021-01-13 23:21:25 main:574] : INFO : Epoch 956 | loss: 0.031194 | val_loss: 0.0311999 | Time: 2628.91 ms [2021-01-13 23:21:27 main:574] : INFO : Epoch 957 | loss: 0.0311958 | val_loss: 0.0312009 | Time: 2739.14 ms [2021-01-13 23:21:30 main:574] : INFO : Epoch 958 | loss: 0.0311916 | val_loss: 0.0311966 | Time: 2875.61 ms [2021-01-13 23:21:33 main:574] : INFO : Epoch 959 | loss: 0.0311878 | val_loss: 0.0311929 | Time: 2901.45 ms [2021-01-13 23:21:36 main:574] : INFO : Epoch 960 | loss: 0.031186 | val_loss: 0.031194 | Time: 2802.16 ms [2021-01-13 23:21:39 main:574] : INFO : Epoch 961 | loss: 0.031187 | val_loss: 0.0311928 | Time: 2611.11 ms [2021-01-13 23:21:42 main:574] : INFO : Epoch 962 | loss: 0.0311862 | val_loss: 0.0311934 | Time: 2693.82 ms [2021-01-13 23:21:44 main:574] : INFO : Epoch 963 | loss: 0.0311859 | val_loss: 0.0311929 | Time: 2719.51 ms [2021-01-13 23:21:47 main:574] : INFO : Epoch 964 | loss: 0.0311861 | val_loss: 0.0311943 | Time: 2799.92 ms [2021-01-13 23:21:50 main:574] : INFO : Epoch 965 | loss: 0.0311857 | val_loss: 0.0311928 | Time: 2718.36 ms [2021-01-13 23:21:52 main:574] : INFO : Epoch 966 | loss: 0.0311853 | val_loss: 0.0311924 | Time: 2600.25 ms [2021-01-13 23:21:55 main:574] : INFO : Epoch 967 | loss: 0.0311866 | val_loss: 0.0311936 | Time: 2588.46 ms [2021-01-13 23:21:58 main:574] : INFO : Epoch 968 | loss: 0.0311874 | val_loss: 0.0311936 | Time: 2873.37 ms [2021-01-13 23:22:01 main:574] : INFO : Epoch 969 | loss: 0.031187 | val_loss: 0.0311923 | Time: 2811.87 ms [2021-01-13 23:22:04 main:574] : INFO : Epoch 970 | loss: 0.031187 | val_loss: 0.0311978 | Time: 2644.48 ms [2021-01-13 23:22:06 main:574] : INFO : Epoch 971 | loss: 0.0311873 | val_loss: 0.0311922 | Time: 2834.87 ms [2021-01-13 23:22:09 main:574] : INFO : Epoch 972 | loss: 0.0311871 | val_loss: 0.0311921 | Time: 2637.66 ms [2021-01-13 23:22:12 main:574] : INFO : Epoch 973 | loss: 0.0311863 | val_loss: 0.0311927 | Time: 2623.61 ms [2021-01-13 23:22:14 main:574] : INFO : Epoch 974 | loss: 0.031186 | val_loss: 0.0311923 | Time: 2715.68 ms [2021-01-13 23:22:17 main:574] : INFO : Epoch 975 | loss: 0.0311887 | val_loss: 0.0311974 | Time: 2668.22 ms [2021-01-13 23:22:20 main:574] : INFO : Epoch 976 | loss: 0.0311868 | val_loss: 0.0311934 | Time: 2659.99 ms [2021-01-13 23:22:22 main:574] : INFO : Epoch 977 | loss: 0.0311866 | val_loss: 0.0311921 | Time: 2577.45 ms [2021-01-13 23:22:25 main:574] : INFO : Epoch 978 | loss: 0.0311854 | val_loss: 0.0311931 | Time: 2626.98 ms [2021-01-13 23:22:28 main:574] : INFO : Epoch 979 | loss: 0.0311862 | val_loss: 0.0311927 | Time: 2898.72 ms [2021-01-13 23:22:31 main:574] : INFO : Epoch 980 | loss: 0.0311857 | val_loss: 0.0311922 | Time: 2636.09 ms [2021-01-13 23:22:33 main:574] : INFO : Epoch 981 | loss: 0.0311863 | val_loss: 0.0311919 | Time: 2678.37 ms [2021-01-13 23:22:36 main:574] : INFO : Epoch 982 | loss: 0.0311871 | val_loss: 0.0311961 | Time: 2730.27 ms [2021-01-13 23:22:39 main:574] : INFO : Epoch 983 | loss: 0.0311865 | val_loss: 0.0311927 | Time: 2909.42 ms [2021-01-13 23:22:42 main:574] : INFO : Epoch 984 | loss: 0.0311857 | val_loss: 0.031192 | Time: 2723 ms [2021-01-13 23:22:45 main:574] : INFO : Epoch 985 | loss: 0.0311856 | val_loss: 0.0311927 | Time: 3090.83 ms [2021-01-13 23:22:48 main:574] : INFO : Epoch 986 | loss: 0.0311857 | val_loss: 0.0311919 | Time: 2914.83 ms [2021-01-13 23:22:51 main:574] : INFO : Epoch 987 | loss: 0.0311882 | val_loss: 0.0311954 | Time: 2760.13 ms [2021-01-13 23:22:53 main:574] : INFO : Epoch 988 | loss: 0.0311886 | val_loss: 0.0311926 | Time: 2654.09 ms [2021-01-13 23:22:56 main:574] : INFO : Epoch 989 | loss: 0.0311884 | val_loss: 0.031193 | Time: 2607.64 ms [2021-01-13 23:22:59 main:574] : INFO : Epoch 990 | loss: 0.031188 | val_loss: 0.0311927 | Time: 2680.71 ms [2021-01-13 23:23:02 main:574] : INFO : Epoch 991 | loss: 0.0311861 | val_loss: 0.0311926 | Time: 2715.03 ms [2021-01-13 23:23:04 main:574] : INFO : Epoch 992 | loss: 0.0311864 | val_loss: 0.0311928 | Time: 2579.3 ms [2021-01-13 23:23:07 main:574] : INFO : Epoch 993 | loss: 0.0311857 | val_loss: 0.031192 | Time: 2918.89 ms [2021-01-13 23:23:10 main:574] : INFO : Epoch 994 | loss: 0.0311866 | val_loss: 0.0311954 | Time: 2637.99 ms [2021-01-13 23:23:12 main:574] : INFO : Epoch 995 | loss: 0.0311865 | val_loss: 0.0311929 | Time: 2570.32 ms [2021-01-13 23:23:15 main:574] : INFO : Epoch 996 | loss: 0.0311855 | val_loss: 0.0311922 | Time: 2968.18 ms [2021-01-13 23:23:18 main:574] : INFO : Epoch 997 | loss: 0.0311865 | val_loss: 0.0311928 | Time: 2741.47 ms [2021-01-13 23:23:21 main:574] : INFO : Epoch 998 | loss: 0.0311872 | val_loss: 0.0311948 | Time: 2571.16 ms [2021-01-13 23:23:24 main:574] : INFO : Epoch 999 | loss: 0.0311866 | val_loss: 0.0311939 | Time: 2666.17 ms [2021-01-13 23:23:26 main:574] : INFO : Epoch 1000 | loss: 0.0311864 | val_loss: 0.031192 | Time: 2651.23 ms [2021-01-13 23:23:29 main:574] : INFO : Epoch 1001 | loss: 0.0311851 | val_loss: 0.031192 | Time: 2964.9 ms [2021-01-13 23:23:32 main:574] : INFO : Epoch 1002 | loss: 0.0311855 | val_loss: 0.0311924 | Time: 2867.57 ms [2021-01-13 23:23:35 main:574] : INFO : Epoch 1003 | loss: 0.0311854 | val_loss: 0.0311921 | Time: 2852 ms [2021-01-13 23:23:38 main:574] : INFO : Epoch 1004 | loss: 0.0311858 | val_loss: 0.0311959 | Time: 2890.75 ms [2021-01-13 23:23:41 main:574] : INFO : Epoch 1005 | loss: 0.0311863 | val_loss: 0.0311921 | Time: 2877.74 ms [2021-01-13 23:23:44 main:574] : INFO : Epoch 1006 | loss: 0.0311855 | val_loss: 0.0311924 | Time: 2678 ms [2021-01-13 23:23:46 main:574] : INFO : Epoch 1007 | loss: 0.0311866 | val_loss: 0.0311927 | Time: 2597.85 ms [2021-01-13 23:23:49 main:574] : INFO : Epoch 1008 | loss: 0.0311865 | val_loss: 0.0311919 | Time: 2716.9 ms [2021-01-13 23:23:52 main:574] : INFO : Epoch 1009 | loss: 0.0311854 | val_loss: 0.0311916 | Time: 2696.08 ms [2021-01-13 23:23:55 main:574] : INFO : Epoch 1010 | loss: 0.0311861 | val_loss: 0.0311942 | Time: 2945.23 ms [2021-01-13 23:23:58 main:574] : INFO : Epoch 1011 | loss: 0.0311861 | val_loss: 0.0311918 | Time: 2952.48 ms [2021-01-13 23:24:00 main:574] : INFO : Epoch 1012 | loss: 0.0311853 | val_loss: 0.031193 | Time: 2688.13 ms [2021-01-13 23:24:03 main:574] : INFO : Epoch 1013 | loss: 0.031185 | val_loss: 0.0311923 | Time: 2599.77 ms [2021-01-13 23:24:06 main:574] : INFO : Epoch 1014 | loss: 0.0311861 | val_loss: 0.0311931 | Time: 2759.77 ms [2021-01-13 23:24:08 main:574] : INFO : Epoch 1015 | loss: 0.0311862 | val_loss: 0.0311924 | Time: 2669.82 ms [2021-01-13 23:24:11 main:574] : INFO : Epoch 1016 | loss: 0.0311856 | val_loss: 0.031193 | Time: 2746.33 ms [2021-01-13 23:24:14 main:574] : INFO : Epoch 1017 | loss: 0.0311862 | val_loss: 0.0311924 | Time: 2743.21 ms [2021-01-13 23:24:17 main:574] : INFO : Epoch 1018 | loss: 0.0311851 | val_loss: 0.0311922 | Time: 2802.11 ms [2021-01-13 23:24:20 main:574] : INFO : Epoch 1019 | loss: 0.0311855 | val_loss: 0.0311937 | Time: 2605.43 ms [2021-01-13 23:24:22 main:574] : INFO : Epoch 1020 | loss: 0.0311854 | val_loss: 0.0311932 | Time: 2592.95 ms [2021-01-13 23:24:25 main:574] : INFO : Epoch 1021 | loss: 0.0311848 | val_loss: 0.0311922 | Time: 2822.12 ms [2021-01-13 23:24:28 main:574] : INFO : Epoch 1022 | loss: 0.0311857 | val_loss: 0.0311924 | Time: 2752.21 ms [2021-01-13 23:24:30 main:574] : INFO : Epoch 1023 | loss: 0.0311888 | val_loss: 0.0311953 | Time: 2630.17 ms [2021-01-13 23:24:33 main:574] : INFO : Epoch 1024 | loss: 0.0311912 | val_loss: 0.0311939 | Time: 2621.05 ms [2021-01-13 23:24:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311939 [2021-01-13 23:24:33 main:603] : INFO : Saving end state to config to file [2021-01-13 23:24:33 main:608] : INFO : Success, exiting.. 23:24:33 (1652): 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)