Task 3398751
| Name | ParityModified-1605151277-4833-11_2 |
| Workunit | 1624060 |
| Created | 23 Dec 2020, 17:02:10 UTC |
| Sent | 23 Dec 2020, 17:54:16 UTC |
| Report deadline | 30 Dec 2020, 17:54:16 UTC |
| Received | 23 Dec 2020, 21:13:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 50 min 1 sec |
| CPU time | 49 min 55 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,461.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 48.65 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.0311878 | val_loss: 0.0311931 | Time: 2845.63 ms
[2020-12-23 12:44:55 main:581] : INFO : Epoch 511 | loss: 0.0311871 | val_loss: 0.0311929 | Time: 2914.72 ms
[2020-12-23 12:44:58 main:581] : INFO : Epoch 512 | loss: 0.0311877 | val_loss: 0.0311956 | Time: 2940.55 ms
[2020-12-23 12:45:01 main:581] : INFO : Epoch 513 | loss: 0.0311873 | val_loss: 0.0311928 | Time: 2932.96 ms
[2020-12-23 12:45:04 main:581] : INFO : Epoch 514 | loss: 0.0311866 | val_loss: 0.0311944 | Time: 2925.57 ms
[2020-12-23 12:45:07 main:581] : INFO : Epoch 515 | loss: 0.0311865 | val_loss: 0.0311925 | Time: 2928.85 ms
[2020-12-23 12:45:10 main:581] : INFO : Epoch 516 | loss: 0.0311861 | val_loss: 0.0311925 | Time: 2856.54 ms
[2020-12-23 12:45:13 main:581] : INFO : Epoch 517 | loss: 0.0311868 | val_loss: 0.0311927 | Time: 2934.25 ms
[2020-12-23 12:45:15 main:581] : INFO : Epoch 518 | loss: 0.031186 | val_loss: 0.0311928 | Time: 2937.24 ms
[2020-12-23 12:45:18 main:581] : INFO : Epoch 519 | loss: 0.0311861 | val_loss: 0.0311929 | Time: 2916.86 ms
[2020-12-23 12:45:21 main:581] : INFO : Epoch 520 | loss: 0.0311879 | val_loss: 0.0311924 | Time: 2912.81 ms
[2020-12-23 12:45:24 main:581] : INFO : Epoch 521 | loss: 0.0311881 | val_loss: 0.0311928 | Time: 2905.68 ms
[2020-12-23 12:45:27 main:581] : INFO : Epoch 522 | loss: 0.031187 | val_loss: 0.031191 | Time: 2909.43 ms
[2020-12-23 12:45:30 main:581] : INFO : Epoch 523 | loss: 0.0311863 | val_loss: 0.0311924 | Time: 2886.82 ms
[2020-12-23 12:45:33 main:581] : INFO : Epoch 524 | loss: 0.0311876 | val_loss: 0.0311994 | Time: 2910.54 ms
[2020-12-23 12:45:36 main:581] : INFO : Epoch 525 | loss: 0.0311886 | val_loss: 0.0311909 | Time: 2909.13 ms
[2020-12-23 12:45:39 main:581] : INFO : Epoch 526 | loss: 0.0311865 | val_loss: 0.0311906 | Time: 2916.33 ms
[2020-12-23 12:45:42 main:581] : INFO : Epoch 527 | loss: 0.0311864 | val_loss: 0.0311921 | Time: 2936.29 ms
[2020-12-23 12:45:45 main:581] : INFO : Epoch 528 | loss: 0.0311865 | val_loss: 0.031194 | Time: 2931.3 ms
[2020-12-23 12:45:48 main:581] : INFO : Epoch 529 | loss: 0.0311873 | val_loss: 0.0311915 | Time: 2902.45 ms
[2020-12-23 12:45:50 main:581] : INFO : Epoch 530 | loss: 0.0311857 | val_loss: 0.031193 | Time: 2926.07 ms
[2020-12-23 12:45:53 main:581] : INFO : Epoch 531 | loss: 0.0311877 | val_loss: 0.0311922 | Time: 2922.72 ms
[2020-12-23 12:45:56 main:581] : INFO : Epoch 532 | loss: 0.031186 | val_loss: 0.0311912 | Time: 2924.93 ms
[2020-12-23 12:45:59 main:581] : INFO : Epoch 533 | loss: 0.0311856 | val_loss: 0.0311921 | Time: 2928.44 ms
[2020-12-23 12:46:02 main:581] : INFO : Epoch 534 | loss: 0.0311857 | val_loss: 0.0311917 | Time: 2951.39 ms
[2020-12-23 12:46:05 main:581] : INFO : Epoch 535 | loss: 0.0311848 | val_loss: 0.0311914 | Time: 2929.41 ms
[2020-12-23 12:46:08 main:581] : INFO : Epoch 536 | loss: 0.031185 | val_loss: 0.0311917 | Time: 2924.48 ms
[2020-12-23 12:46:11 main:581] : INFO : Epoch 537 | loss: 0.0311859 | val_loss: 0.0311918 | Time: 2907.39 ms
[2020-12-23 12:46:14 main:581] : INFO : Epoch 538 | loss: 0.0311847 | val_loss: 0.0311922 | Time: 2945.66 ms
[2020-12-23 12:46:17 main:581] : INFO : Epoch 539 | loss: 0.0311852 | val_loss: 0.0311918 | Time: 2904.11 ms
[2020-12-23 12:46:20 main:581] : INFO : Epoch 540 | loss: 0.0311849 | val_loss: 0.0311969 | Time: 2929.27 ms
[2020-12-23 12:46:23 main:581] : INFO : Epoch 541 | loss: 0.0311882 | val_loss: 0.0311957 | Time: 2916.55 ms
[2020-12-23 12:46:26 main:581] : INFO : Epoch 542 | loss: 0.0311867 | val_loss: 0.0311983 | Time: 2935.4 ms
[2020-12-23 12:46:29 main:581] : INFO : Epoch 543 | loss: 0.0311877 | val_loss: 0.031191 | Time: 2933.82 ms
[2020-12-23 12:46:31 main:581] : INFO : Epoch 544 | loss: 0.0311854 | val_loss: 0.0311929 | Time: 2934.41 ms
[2020-12-23 12:46:34 main:581] : INFO : Epoch 545 | loss: 0.0311869 | val_loss: 0.0311917 | Time: 2911.72 ms
[2020-12-23 12:46:37 main:581] : INFO : Epoch 546 | loss: 0.0311853 | val_loss: 0.0311917 | Time: 2910.37 ms
[2020-12-23 12:46:40 main:581] : INFO : Epoch 547 | loss: 0.0311855 | val_loss: 0.0311931 | Time: 2929.87 ms
[2020-12-23 12:46:43 main:581] : INFO : Epoch 548 | loss: 0.0311858 | val_loss: 0.0311928 | Time: 2933.57 ms
[2020-12-23 12:46:46 main:581] : INFO : Epoch 549 | loss: 0.031185 | val_loss: 0.0311918 | Time: 2926.83 ms
[2020-12-23 12:46:49 main:581] : INFO : Epoch 550 | loss: 0.0311837 | val_loss: 0.0311917 | Time: 2927.45 ms
[2020-12-23 12:46:52 main:581] : INFO : Epoch 551 | loss: 0.0311837 | val_loss: 0.0311922 | Time: 2932.67 ms
[2020-12-23 12:46:55 main:581] : INFO : Epoch 552 | loss: 0.0311846 | val_loss: 0.031192 | Time: 2929.78 ms
[2020-12-23 12:46:58 main:581] : INFO : Epoch 553 | loss: 0.0311846 | val_loss: 0.0311925 | Time: 2933.26 ms
[2020-12-23 12:47:01 main:581] : INFO : Epoch 554 | loss: 0.0311847 | val_loss: 0.0311926 | Time: 2951.6 ms
[2020-12-23 12:47:04 main:581] : INFO : Epoch 555 | loss: 0.0311838 | val_loss: 0.0311965 | Time: 2925.82 ms
[2020-12-23 12:47:07 main:581] : INFO : Epoch 556 | loss: 0.0311841 | val_loss: 0.0311957 | Time: 2933.9 ms
[2020-12-23 12:47:10 main:581] : INFO : Epoch 557 | loss: 0.0311875 | val_loss: 0.0311943 | Time: 2926.38 ms
[2020-12-23 12:47:12 main:581] : INFO : Epoch 558 | loss: 0.0311846 | val_loss: 0.0311912 | Time: 2943.52 ms
[2020-12-23 12:47:15 main:581] : INFO : Epoch 559 | loss: 0.0311851 | val_loss: 0.031193 | Time: 2923.92 ms
[2020-12-23 12:47:18 main:581] : INFO : Epoch 560 | loss: 0.0311858 | val_loss: 0.0311917 | Time: 2890.71 ms
[2020-12-23 12:47:21 main:581] : INFO : Epoch 561 | loss: 0.0311852 | val_loss: 0.0311913 | Time: 2934.21 ms
[2020-12-23 12:47:24 main:581] : INFO : Epoch 562 | loss: 0.0311838 | val_loss: 0.031191 | Time: 2929.21 ms
[2020-12-23 12:47:27 main:581] : INFO : Epoch 563 | loss: 0.0311837 | val_loss: 0.031192 | Time: 2925.39 ms
[2020-12-23 12:47:30 main:581] : INFO : Epoch 564 | loss: 0.0311846 | val_loss: 0.0311912 | Time: 2928.96 ms
[2020-12-23 12:47:33 main:581] : INFO : Epoch 565 | loss: 0.0311847 | val_loss: 0.0311919 | Time: 2925.28 ms
[2020-12-23 12:47:36 main:581] : INFO : Epoch 566 | loss: 0.0311865 | val_loss: 0.0311925 | Time: 2929.12 ms
[2020-12-23 12:47:39 main:581] : INFO : Epoch 567 | loss: 0.031186 | val_loss: 0.0311918 | Time: 2927.21 ms
[2020-12-23 12:47:42 main:581] : INFO : Epoch 568 | loss: 0.0311845 | val_loss: 0.0311925 | Time: 2940.57 ms
[2020-12-23 12:47:45 main:581] : INFO : Epoch 569 | loss: 0.0311871 | val_loss: 0.0312069 | Time: 2903.69 ms
[2020-12-23 12:47:48 main:581] : INFO : Epoch 570 | loss: 0.0311897 | val_loss: 0.0311946 | Time: 2913.79 ms
[2020-12-23 12:47:50 main:581] : INFO : Epoch 571 | loss: 0.0311886 | val_loss: 0.0311922 | Time: 2926.85 ms
[2020-12-23 12:47:53 main:581] : INFO : Epoch 572 | loss: 0.0311875 | val_loss: 0.0311913 | Time: 2934.45 ms
[2020-12-23 12:47:56 main:581] : INFO : Epoch 573 | loss: 0.031187 | val_loss: 0.0311913 | Time: 2919.55 ms
[2020-12-23 12:47:59 main:581] : INFO : Epoch 574 | loss: 0.0311868 | val_loss: 0.0311916 | Time: 2920.99 ms
[2020-12-23 12:48:02 main:581] : INFO : Epoch 575 | loss: 0.031186 | val_loss: 0.0311926 | Time: 2958.3 ms
[2020-12-23 12:48:05 main:581] : INFO : Epoch 576 | loss: 0.0311867 | val_loss: 0.0311948 | Time: 2930.68 ms
[2020-12-23 12:48:08 main:581] : INFO : Epoch 577 | loss: 0.0311869 | val_loss: 0.0311918 | Time: 2928.33 ms
[2020-12-23 12:48:11 main:581] : INFO : Epoch 578 | loss: 0.0311858 | val_loss: 0.0311912 | Time: 2930.98 ms
[2020-12-23 12:48:14 main:581] : INFO : Epoch 579 | loss: 0.0311844 | val_loss: 0.0311912 | Time: 2869.13 ms
[2020-12-23 12:48:17 main:581] : INFO : Epoch 580 | loss: 0.0311849 | val_loss: 0.0311925 | Time: 2872.35 ms
[2020-12-23 12:48:20 main:581] : INFO : Epoch 581 | loss: 0.0311862 | val_loss: 0.0311933 | Time: 2908.45 ms
[2020-12-23 12:48:23 main:581] : INFO : Epoch 582 | loss: 0.0311847 | val_loss: 0.0311932 | Time: 2935.78 ms
[2020-12-23 12:48:26 main:581] : INFO : Epoch 583 | loss: 0.031185 | val_loss: 0.0311945 | Time: 2919.28 ms
[2020-12-23 12:48:28 main:581] : INFO : Epoch 584 | loss: 0.0311835 | val_loss: 0.0311947 | Time: 2931.64 ms
[2020-12-23 12:48:31 main:581] : INFO : Epoch 585 | loss: 0.0311851 | val_loss: 0.031193 | Time: 2924.58 ms
[2020-12-23 12:48:34 main:581] : INFO : Epoch 586 | loss: 0.0311862 | val_loss: 0.0311914 | Time: 2926.43 ms
[2020-12-23 12:48:37 main:581] : INFO : Epoch 587 | loss: 0.0311851 | val_loss: 0.0311917 | Time: 2911.81 ms
[2020-12-23 12:48:40 main:581] : INFO : Epoch 588 | loss: 0.0311848 | val_loss: 0.0311933 | Time: 2936.5 ms
[2020-12-23 12:48:43 main:581] : INFO : Epoch 589 | loss: 0.0311842 | val_loss: 0.0311906 | Time: 2945.6 ms
[2020-12-23 12:48:46 main:581] : INFO : Epoch 590 | loss: 0.0311842 | val_loss: 0.0311903 | Time: 2927.4 ms
[2020-12-23 12:48:49 main:581] : INFO : Epoch 591 | loss: 0.0311849 | val_loss: 0.0311954 | Time: 2936.3 ms
[2020-12-23 12:48:52 main:581] : INFO : Epoch 592 | loss: 0.0311834 | val_loss: 0.0311904 | Time: 2923.26 ms
[2020-12-23 12:48:55 main:581] : INFO : Epoch 593 | loss: 0.0311826 | val_loss: 0.031191 | Time: 2900.95 ms
[2020-12-23 12:48:58 main:581] : INFO : Epoch 594 | loss: 0.0311821 | val_loss: 0.0311903 | Time: 2892.89 ms
[2020-12-23 12:49:01 main:581] : INFO : Epoch 595 | loss: 0.0311834 | val_loss: 0.0311915 | Time: 2908.91 ms
[2020-12-23 12:49:04 main:581] : INFO : Epoch 596 | loss: 0.0311831 | val_loss: 0.0311931 | Time: 2934.02 ms
[2020-12-23 12:49:06 main:581] : INFO : Epoch 597 | loss: 0.0311861 | val_loss: 0.0311993 | Time: 2896.39 ms
[2020-12-23 12:49:09 main:581] : INFO : Epoch 598 | loss: 0.0311841 | val_loss: 0.0311932 | Time: 2872.2 ms
[2020-12-23 12:49:12 main:581] : INFO : Epoch 599 | loss: 0.0311845 | val_loss: 0.0311917 | Time: 2930.93 ms
[2020-12-23 12:49:15 main:581] : INFO : Epoch 600 | loss: 0.0311832 | val_loss: 0.0311944 | Time: 2932.91 ms
[2020-12-23 12:49:18 main:581] : INFO : Epoch 601 | loss: 0.0311824 | val_loss: 0.0311906 | Time: 2931.23 ms
[2020-12-23 12:49:21 main:581] : INFO : Epoch 602 | loss: 0.0311819 | val_loss: 0.0311923 | Time: 2939.73 ms
[2020-12-23 12:49:24 main:581] : INFO : Epoch 603 | loss: 0.0311829 | val_loss: 0.0311915 | Time: 2934.58 ms
[2020-12-23 12:49:27 main:581] : INFO : Epoch 604 | loss: 0.0311837 | val_loss: 0.0311937 | Time: 2931.31 ms
[2020-12-23 12:49:30 main:581] : INFO : Epoch 605 | loss: 0.0311839 | val_loss: 0.0311921 | Time: 2934.62 ms
[2020-12-23 12:49:33 main:581] : INFO : Epoch 606 | loss: 0.0311827 | val_loss: 0.0311931 | Time: 2933.47 ms
[2020-12-23 12:49:36 main:581] : INFO : Epoch 607 | loss: 0.0311821 | val_loss: 0.0311917 | Time: 2931.23 ms
[2020-12-23 12:49:39 main:581] : INFO : Epoch 608 | loss: 0.0311815 | val_loss: 0.031192 | Time: 2931.23 ms
[2020-12-23 12:49:42 main:581] : INFO : Epoch 609 | loss: 0.0311818 | val_loss: 0.0311919 | Time: 2936.56 ms
[2020-12-23 12:49:45 main:581] : INFO : Epoch 610 | loss: 0.0311838 | val_loss: 0.0311928 | Time: 2934.21 ms
[2020-12-23 12:49:47 main:581] : INFO : Epoch 611 | loss: 0.0311855 | val_loss: 0.031198 | Time: 2932.75 ms
[2020-12-23 12:49:50 main:581] : INFO : Epoch 612 | loss: 0.0311864 | val_loss: 0.0311924 | Time: 2939.53 ms
[2020-12-23 12:49:53 main:581] : INFO : Epoch 613 | loss: 0.0311862 | val_loss: 0.0311983 | Time: 2933.98 ms
[2020-12-23 12:49:56 main:581] : INFO : Epoch 614 | loss: 0.0311873 | val_loss: 0.0311923 | Time: 2931.87 ms
[2020-12-23 12:49:59 main:581] : INFO : Epoch 615 | loss: 0.0311838 | val_loss: 0.0311913 | Time: 2896.83 ms
[2020-12-23 12:50:02 main:581] : INFO : Epoch 616 | loss: 0.0311909 | val_loss: 0.0311975 | Time: 2945.62 ms
[2020-12-23 12:50:05 main:581] : INFO : Epoch 617 | loss: 0.031194 | val_loss: 0.0311969 | Time: 2920.62 ms
[2020-12-23 12:50:08 main:581] : INFO : Epoch 618 | loss: 0.0311915 | val_loss: 0.0311945 | Time: 2918.81 ms
[2020-12-23 12:50:11 main:581] : INFO : Epoch 619 | loss: 0.031188 | val_loss: 0.0311925 | Time: 2924.95 ms
[2020-12-23 12:50:14 main:581] : INFO : Epoch 620 | loss: 0.0311868 | val_loss: 0.0311923 | Time: 2952.5 ms
[2020-12-23 12:50:17 main:581] : INFO : Epoch 621 | loss: 0.0311876 | val_loss: 0.0311926 | Time: 2926.32 ms
[2020-12-23 12:50:20 main:581] : INFO : Epoch 622 | loss: 0.0311861 | val_loss: 0.0311909 | Time: 2927.97 ms
[2020-12-23 12:50:23 main:581] : INFO : Epoch 623 | loss: 0.0311848 | val_loss: 0.0311921 | Time: 2926.27 ms
[2020-12-23 12:50:26 main:581] : INFO : Epoch 624 | loss: 0.0311847 | val_loss: 0.0311891 | Time: 2930.21 ms
[2020-12-23 12:50:28 main:581] : INFO : Epoch 625 | loss: 0.0311838 | val_loss: 0.0311908 | Time: 2917.94 ms
[2020-12-23 12:50:31 main:581] : INFO : Epoch 626 | loss: 0.0311846 | val_loss: 0.0311889 | Time: 2933.01 ms
[2020-12-23 12:50:34 main:581] : INFO : Epoch 627 | loss: 0.0311821 | val_loss: 0.0311879 | Time: 2927.13 ms
[2020-12-23 12:50:37 main:581] : INFO : Epoch 628 | loss: 0.031179 | val_loss: 0.0311852 | Time: 2864.74 ms
[2020-12-23 12:50:40 main:581] : INFO : Epoch 629 | loss: 0.0311748 | val_loss: 0.0311837 | Time: 2907.11 ms
[2020-12-23 12:50:43 main:581] : INFO : Epoch 630 | loss: 0.0311736 | val_loss: 0.031182 | Time: 2904.2 ms
[2020-12-23 12:50:46 main:581] : INFO : Epoch 631 | loss: 0.0311734 | val_loss: 0.0311816 | Time: 2924.6 ms
[2020-12-23 12:50:49 main:581] : INFO : Epoch 632 | loss: 0.0311793 | val_loss: 0.0311871 | Time: 2935.34 ms
[2020-12-23 12:50:52 main:581] : INFO : Epoch 633 | loss: 0.0311787 | val_loss: 0.0311821 | Time: 2918.99 ms
[2020-12-23 12:50:55 main:581] : INFO : Epoch 634 | loss: 0.0311757 | val_loss: 0.0311832 | Time: 2926.44 ms
[2020-12-23 12:50:58 main:581] : INFO : Epoch 635 | loss: 0.0311736 | val_loss: 0.0311846 | Time: 2934.46 ms
[2020-12-23 12:51:01 main:581] : INFO : Epoch 636 | loss: 0.0311729 | val_loss: 0.031187 | Time: 2952.3 ms
[2020-12-23 12:51:03 main:581] : INFO : Epoch 637 | loss: 0.0311746 | val_loss: 0.031181 | Time: 2925.09 ms
[2020-12-23 12:51:06 main:581] : INFO : Epoch 638 | loss: 0.0311708 | val_loss: 0.0311833 | Time: 2908.33 ms
[2020-12-23 12:51:09 main:581] : INFO : Epoch 639 | loss: 0.0311712 | val_loss: 0.031185 | Time: 2921.68 ms
[2020-12-23 12:51:12 main:581] : INFO : Epoch 640 | loss: 0.0311758 | val_loss: 0.0311833 | Time: 2924.09 ms
[2020-12-23 12:51:15 main:581] : INFO : Epoch 641 | loss: 0.031174 | val_loss: 0.0311814 | Time: 2925.16 ms
[2020-12-23 12:51:18 main:581] : INFO : Epoch 642 | loss: 0.0311752 | val_loss: 0.03118 | Time: 2932.97 ms
[2020-12-23 12:51:21 main:581] : INFO : Epoch 643 | loss: 0.0311723 | val_loss: 0.0311804 | Time: 2932.3 ms
[2020-12-23 12:51:24 main:581] : INFO : Epoch 644 | loss: 0.0311718 | val_loss: 0.0311804 | Time: 2923.6 ms
[2020-12-23 12:51:27 main:581] : INFO : Epoch 645 | loss: 0.0311723 | val_loss: 0.0311797 | Time: 2928.22 ms
[2020-12-23 12:51:30 main:581] : INFO : Epoch 646 | loss: 0.0311703 | val_loss: 0.0311788 | Time: 2928.83 ms
[2020-12-23 12:51:33 main:581] : INFO : Epoch 647 | loss: 0.0311706 | val_loss: 0.0311794 | Time: 2921.12 ms
[2020-12-23 12:51:36 main:581] : INFO : Epoch 648 | loss: 0.0311689 | val_loss: 0.0311799 | Time: 2932.16 ms
[2020-12-23 12:51:39 main:581] : INFO : Epoch 649 | loss: 0.031168 | val_loss: 0.0311798 | Time: 2932.76 ms
[2020-12-23 12:51:42 main:581] : INFO : Epoch 650 | loss: 0.0311705 | val_loss: 0.0311795 | Time: 2941.66 ms
[2020-12-23 12:51:44 main:581] : INFO : Epoch 651 | loss: 0.0311688 | val_loss: 0.0311808 | Time: 2928.56 ms
[2020-12-23 12:51:47 main:581] : INFO : Epoch 652 | loss: 0.0311686 | val_loss: 0.0311866 | Time: 2926.02 ms
[2020-12-23 12:51:50 main:581] : INFO : Epoch 653 | loss: 0.0311702 | val_loss: 0.0311892 | Time: 2932.81 ms
[2020-12-23 12:51:53 main:581] : INFO : Epoch 654 | loss: 0.0311673 | val_loss: 0.0311795 | Time: 2926.5 ms
[2020-12-23 12:51:56 main:581] : INFO : Epoch 655 | loss: 0.0311653 | val_loss: 0.0311822 | Time: 2920.68 ms
[2020-12-23 12:51:59 main:581] : INFO : Epoch 656 | loss: 0.0311676 | val_loss: 0.0311798 | Time: 2917.06 ms
[2020-12-23 12:52:02 main:581] : INFO : Epoch 657 | loss: 0.031167 | val_loss: 0.031185 | Time: 2943.04 ms
[2020-12-23 12:52:05 main:581] : INFO : Epoch 658 | loss: 0.0311681 | val_loss: 0.0311809 | Time: 2922.96 ms
[2020-12-23 12:52:08 main:581] : INFO : Epoch 659 | loss: 0.0311653 | val_loss: 0.0311806 | Time: 2933.29 ms
[2020-12-23 12:52:11 main:581] : INFO : Epoch 660 | loss: 0.0311679 | val_loss: 0.0311805 | Time: 2927.04 ms
[2020-12-23 12:52:14 main:581] : INFO : Epoch 661 | loss: 0.0311664 | val_loss: 0.0311841 | Time: 2949.49 ms
[2020-12-23 12:52:17 main:581] : INFO : Epoch 662 | loss: 0.0311655 | val_loss: 0.0311845 | Time: 2932.08 ms
[2020-12-23 12:52:20 main:581] : INFO : Epoch 663 | loss: 0.0311635 | val_loss: 0.0311811 | Time: 2923.3 ms
[2020-12-23 12:52:23 main:581] : INFO : Epoch 664 | loss: 0.0311624 | val_loss: 0.0311831 | Time: 2922.49 ms
[2020-12-23 12:52:25 main:581] : INFO : Epoch 665 | loss: 0.0311666 | val_loss: 0.0311809 | Time: 2927.54 ms
[2020-12-23 12:52:28 main:581] : INFO : Epoch 666 | loss: 0.0311622 | val_loss: 0.0311801 | Time: 2925.28 ms
[2020-12-23 12:52:31 main:581] : INFO : Epoch 667 | loss: 0.0311631 | val_loss: 0.0311839 | Time: 2926.77 ms
[2020-12-23 12:52:34 main:581] : INFO : Epoch 668 | loss: 0.0311644 | val_loss: 0.0311795 | Time: 2926.33 ms
[2020-12-23 12:52:37 main:581] : INFO : Epoch 669 | loss: 0.0311628 | val_loss: 0.0311773 | Time: 2923.81 ms
[2020-12-23 12:52:40 main:581] : INFO : Epoch 670 | loss: 0.0311638 | val_loss: 0.0311796 | Time: 2921.54 ms
[2020-12-23 12:52:43 main:581] : INFO : Epoch 671 | loss: 0.0311632 | val_loss: 0.0311885 | Time: 2950.74 ms
[2020-12-23 12:52:46 main:581] : INFO : Epoch 672 | loss: 0.0311652 | val_loss: 0.0311862 | Time: 2928.02 ms
[2020-12-23 12:52:49 main:581] : INFO : Epoch 673 | loss: 0.0311653 | val_loss: 0.0311829 | Time: 2916.02 ms
[2020-12-23 12:52:52 main:581] : INFO : Epoch 674 | loss: 0.0311639 | val_loss: 0.0311839 | Time: 2929.86 ms
[2020-12-23 12:52:55 main:581] : INFO : Epoch 675 | loss: 0.0311666 | val_loss: 0.0311831 | Time: 2901 ms
[2020-12-23 12:52:58 main:581] : INFO : Epoch 676 | loss: 0.0311642 | val_loss: 0.0311827 | Time: 2925.19 ms
[2020-12-23 12:53:01 main:581] : INFO : Epoch 677 | loss: 0.0311651 | val_loss: 0.0311858 | Time: 2940.17 ms
[2020-12-23 12:53:04 main:581] : INFO : Epoch 678 | loss: 0.0311719 | val_loss: 0.0311828 | Time: 2917.4 ms
[2020-12-23 12:53:06 main:581] : INFO : Epoch 679 | loss: 0.0311718 | val_loss: 0.0311817 | Time: 2924.76 ms
[2020-12-23 12:53:09 main:581] : INFO : Epoch 680 | loss: 0.0311711 | val_loss: 0.0311864 | Time: 2930.73 ms
[2020-12-23 12:53:12 main:581] : INFO : Epoch 681 | loss: 0.0311733 | val_loss: 0.0311801 | Time: 2947.49 ms
[2020-12-23 12:53:15 main:581] : INFO : Epoch 682 | loss: 0.0311729 | val_loss: 0.0311791 | Time: 2926.93 ms
[2020-12-23 12:53:18 main:581] : INFO : Epoch 683 | loss: 0.0311712 | val_loss: 0.0311797 | Time: 2932.96 ms
[2020-12-23 12:53:21 main:581] : INFO : Epoch 684 | loss: 0.0311721 | val_loss: 0.0311821 | Time: 2926.13 ms
[2020-12-23 12:53:24 main:581] : INFO : Epoch 685 | loss: 0.0311715 | val_loss: 0.0311808 | Time: 2931.16 ms
[2020-12-23 12:53:27 main:581] : INFO : Epoch 686 | loss: 0.0311693 | val_loss: 0.0311797 | Time: 2931.66 ms
[2020-12-23 12:53:30 main:581] : INFO : Epoch 687 | loss: 0.0311679 | val_loss: 0.0311798 | Time: 2929.99 ms
[2020-12-23 12:53:33 main:581] : INFO : Epoch 688 | loss: 0.0311686 | val_loss: 0.0311776 | Time: 2928.62 ms
[2020-12-23 12:53:36 main:581] : INFO : Epoch 689 | loss: 0.0311685 | val_loss: 0.0311815 | Time: 2922.58 ms
[2020-12-23 12:53:39 main:581] : INFO : Epoch 690 | loss: 0.0311687 | val_loss: 0.0311792 | Time: 2934.46 ms
[2020-12-23 12:53:42 main:581] : INFO : Epoch 691 | loss: 0.0311706 | val_loss: 0.0311835 | Time: 2931.5 ms
[2020-12-23 12:53:45 main:581] : INFO : Epoch 692 | loss: 0.0311683 | val_loss: 0.0311788 | Time: 2930.65 ms
[2020-12-23 12:53:47 main:581] : INFO : Epoch 693 | loss: 0.0311657 | val_loss: 0.0311778 | Time: 2923.91 ms
[2020-12-23 12:53:50 main:581] : INFO : Epoch 694 | loss: 0.0311661 | val_loss: 0.0311784 | Time: 2922.9 ms
[2020-12-23 12:53:53 main:581] : INFO : Epoch 695 | loss: 0.0311653 | val_loss: 0.0311789 | Time: 2919.48 ms
[2020-12-23 12:53:56 main:581] : INFO : Epoch 696 | loss: 0.0311664 | val_loss: 0.0311769 | Time: 2931.97 ms
[2020-12-23 12:53:59 main:581] : INFO : Epoch 697 | loss: 0.0311673 | val_loss: 0.0311785 | Time: 2926.87 ms
[2020-12-23 12:54:02 main:581] : INFO : Epoch 698 | loss: 0.031167 | val_loss: 0.0311809 | Time: 2953.64 ms
[2020-12-23 12:54:05 main:581] : INFO : Epoch 699 | loss: 0.0311678 | val_loss: 0.0311776 | Time: 2930.39 ms
[2020-12-23 12:54:08 main:581] : INFO : Epoch 700 | loss: 0.0311669 | val_loss: 0.0311778 | Time: 2919.59 ms
[2020-12-23 12:54:11 main:581] : INFO : Epoch 701 | loss: 0.0311641 | val_loss: 0.0311763 | Time: 2928.11 ms
[2020-12-23 12:54:14 main:581] : INFO : Epoch 702 | loss: 0.0311628 | val_loss: 0.0311754 | Time: 2956.4 ms
[2020-12-23 12:54:17 main:581] : INFO : Epoch 703 | loss: 0.031164 | val_loss: 0.0311747 | Time: 2925.01 ms
[2020-12-23 12:54:20 main:581] : INFO : Epoch 704 | loss: 0.031166 | val_loss: 0.0311779 | Time: 2927.74 ms
[2020-12-23 12:54:23 main:581] : INFO : Epoch 705 | loss: 0.0311662 | val_loss: 0.0311783 | Time: 2927.82 ms
[2020-12-23 12:54:26 main:581] : INFO : Epoch 706 | loss: 0.0311694 | val_loss: 0.0311774 | Time: 2927.49 ms
[2020-12-23 12:54:29 main:581] : INFO : Epoch 707 | loss: 0.0311656 | val_loss: 0.0311769 | Time: 2925.24 ms
[2020-12-23 12:54:31 main:581] : INFO : Epoch 708 | loss: 0.0311661 | val_loss: 0.0311781 | Time: 2933.21 ms
[2020-12-23 12:54:34 main:581] : INFO : Epoch 709 | loss: 0.031165 | val_loss: 0.0311757 | Time: 2933.98 ms
[2020-12-23 12:54:37 main:581] : INFO : Epoch 710 | loss: 0.031166 | val_loss: 0.0311738 | Time: 2935.76 ms
[2020-12-23 12:54:40 main:581] : INFO : Epoch 711 | loss: 0.0311651 | val_loss: 0.0311765 | Time: 2932.87 ms
[2020-12-23 12:54:43 main:581] : INFO : Epoch 712 | loss: 0.031164 | val_loss: 0.0311753 | Time: 2921.93 ms
[2020-12-23 12:54:46 main:581] : INFO : Epoch 713 | loss: 0.0311708 | val_loss: 0.0311844 | Time: 2933.31 ms
[2020-12-23 12:54:49 main:581] : INFO : Epoch 714 | loss: 0.0311681 | val_loss: 0.0311777 | Time: 2932.02 ms
[2020-12-23 12:54:52 main:581] : INFO : Epoch 715 | loss: 0.0311678 | val_loss: 0.0311757 | Time: 2930.85 ms
[2020-12-23 12:54:55 main:581] : INFO : Epoch 716 | loss: 0.0311644 | val_loss: 0.0311759 | Time: 2930.94 ms
[2020-12-23 12:54:58 main:581] : INFO : Epoch 717 | loss: 0.0311644 | val_loss: 0.0311759 | Time: 2922.67 ms
[2020-12-23 12:55:01 main:581] : INFO : Epoch 718 | loss: 0.0311653 | val_loss: 0.0311787 | Time: 2954.07 ms
[2020-12-23 12:55:04 main:581] : INFO : Epoch 719 | loss: 0.0311644 | val_loss: 0.0311765 | Time: 2933.37 ms
[2020-12-23 12:55:07 main:581] : INFO : Epoch 720 | loss: 0.0311639 | val_loss: 0.0311781 | Time: 2929.9 ms
[2020-12-23 12:55:10 main:581] : INFO : Epoch 721 | loss: 0.0311642 | val_loss: 0.0311767 | Time: 2930.39 ms
[2020-12-23 12:55:13 main:581] : INFO : Epoch 722 | loss: 0.031163 | val_loss: 0.0311789 | Time: 2959.14 ms
[2020-12-23 12:55:15 main:581] : INFO : Epoch 723 | loss: 0.0311653 | val_loss: 0.0311772 | Time: 2932.37 ms
[2020-12-23 12:55:18 main:581] : INFO : Epoch 724 | loss: 0.0311626 | val_loss: 0.0311746 | Time: 2926.7 ms
[2020-12-23 12:55:21 main:581] : INFO : Epoch 725 | loss: 0.0311622 | val_loss: 0.0311778 | Time: 2930.36 ms
[2020-12-23 12:55:24 main:581] : INFO : Epoch 726 | loss: 0.0311633 | val_loss: 0.0311801 | Time: 2920.17 ms
[2020-12-23 12:55:27 main:581] : INFO : Epoch 727 | loss: 0.0311619 | val_loss: 0.0311773 | Time: 2929.8 ms
[2020-12-23 12:55:30 main:581] : INFO : Epoch 728 | loss: 0.0311609 | val_loss: 0.0311761 | Time: 2933.5 ms
[2020-12-23 12:55:33 main:581] : INFO : Epoch 729 | loss: 0.0311617 | val_loss: 0.0311788 | Time: 2929.34 ms
[2020-12-23 12:55:36 main:581] : INFO : Epoch 730 | loss: 0.0311634 | val_loss: 0.0311785 | Time: 2936.83 ms
[2020-12-23 12:55:39 main:581] : INFO : Epoch 731 | loss: 0.0311637 | val_loss: 0.0311783 | Time: 2936.17 ms
[2020-12-23 12:55:42 main:581] : INFO : Epoch 732 | loss: 0.0311625 | val_loss: 0.0311747 | Time: 2943.5 ms
[2020-12-23 12:55:45 main:581] : INFO : Epoch 733 | loss: 0.0311641 | val_loss: 0.0311764 | Time: 2872.1 ms
[2020-12-23 12:55:48 main:581] : INFO : Epoch 734 | loss: 0.0311632 | val_loss: 0.0311766 | Time: 2919.13 ms
[2020-12-23 12:55:51 main:581] : INFO : Epoch 735 | loss: 0.0311622 | val_loss: 0.0311768 | Time: 2865.35 ms
[2020-12-23 12:55:53 main:581] : INFO : Epoch 736 | loss: 0.0311622 | val_loss: 0.0311759 | Time: 2909.44 ms
[2020-12-23 12:55:56 main:581] : INFO : Epoch 737 | loss: 0.0311621 | val_loss: 0.0311781 | Time: 2922.89 ms
[2020-12-23 12:55:59 main:581] : INFO : Epoch 738 | loss: 0.0311639 | val_loss: 0.0311769 | Time: 2910.22 ms
[2020-12-23 12:56:02 main:581] : INFO : Epoch 739 | loss: 0.0311658 | val_loss: 0.0311794 | Time: 2920.17 ms
[2020-12-23 12:56:05 main:581] : INFO : Epoch 740 | loss: 0.0311645 | val_loss: 0.031176 | Time: 2908.03 ms
[2020-12-23 12:56:08 main:581] : INFO : Epoch 741 | loss: 0.0311622 | val_loss: 0.0311767 | Time: 2941.92 ms
[2020-12-23 12:56:11 main:581] : INFO : Epoch 742 | loss: 0.0311629 | val_loss: 0.0311767 | Time: 2922.58 ms
[2020-12-23 12:56:14 main:581] : INFO : Epoch 743 | loss: 0.0311612 | val_loss: 0.0311776 | Time: 2948.54 ms
[2020-12-23 12:56:17 main:581] : INFO : Epoch 744 | loss: 0.0311612 | val_loss: 0.0311757 | Time: 2938.36 ms
[2020-12-23 12:56:20 main:581] : INFO : Epoch 745 | loss: 0.0311611 | val_loss: 0.0311771 | Time: 2935.21 ms
[2020-12-23 12:56:23 main:581] : INFO : Epoch 746 | loss: 0.0311621 | val_loss: 0.0311755 | Time: 2932.47 ms
[2020-12-23 12:56:26 main:581] : INFO : Epoch 747 | loss: 0.031162 | val_loss: 0.0311755 | Time: 2928.86 ms
[2020-12-23 12:56:29 main:581] : INFO : Epoch 748 | loss: 0.0311627 | val_loss: 0.0311772 | Time: 2908.11 ms
[2020-12-23 12:56:31 main:581] : INFO : Epoch 749 | loss: 0.0311618 | val_loss: 0.0311805 | Time: 2933.06 ms
[2020-12-23 12:56:34 main:581] : INFO : Epoch 750 | loss: 0.0311625 | val_loss: 0.0311792 | Time: 2936.12 ms
[2020-12-23 12:56:37 main:581] : INFO : Epoch 751 | loss: 0.0311658 | val_loss: 0.0311874 | Time: 2918 ms
[2020-12-23 12:56:40 main:581] : INFO : Epoch 752 | loss: 0.0311648 | val_loss: 0.0311796 | Time: 2930.23 ms
[2020-12-23 12:56:43 main:581] : INFO : Epoch 753 | loss: 0.0311607 | val_loss: 0.0311758 | Time: 2943.48 ms
[2020-12-23 12:56:46 main:581] : INFO : Epoch 754 | loss: 0.0311635 | val_loss: 0.0311852 | Time: 2907.22 ms
[2020-12-23 12:56:49 main:581] : INFO : Epoch 755 | loss: 0.031162 | val_loss: 0.0311748 | Time: 2925.28 ms
[2020-12-23 12:56:52 main:581] : INFO : Epoch 756 | loss: 0.0311617 | val_loss: 0.0311762 | Time: 2892.13 ms
[2020-12-23 12:56:55 main:581] : INFO : Epoch 757 | loss: 0.0311607 | val_loss: 0.0311852 | Time: 2940.45 ms
[2020-12-23 12:56:58 main:581] : INFO : Epoch 758 | loss: 0.0311617 | val_loss: 0.0311817 | Time: 2912.3 ms
[2020-12-23 12:57:01 main:581] : INFO : Epoch 759 | loss: 0.0311591 | val_loss: 0.0311755 | Time: 2916.93 ms
[2020-12-23 12:57:04 main:581] : INFO : Epoch 760 | loss: 0.0311615 | val_loss: 0.0311846 | Time: 2904.1 ms
[2020-12-23 12:57:07 main:581] : INFO : Epoch 761 | loss: 0.0311606 | val_loss: 0.0311786 | Time: 2932.93 ms
[2020-12-23 12:57:09 main:581] : INFO : Epoch 762 | loss: 0.0311597 | val_loss: 0.0311786 | Time: 2928.31 ms
[2020-12-23 12:57:12 main:581] : INFO : Epoch 763 | loss: 0.0311593 | val_loss: 0.031178 | Time: 2939.81 ms
[2020-12-23 12:57:15 main:581] : INFO : Epoch 764 | loss: 0.0311649 | val_loss: 0.0311875 | Time: 2932.83 ms
[2020-12-23 12:57:18 main:581] : INFO : Epoch 765 | loss: 0.0311647 | val_loss: 0.0311772 | Time: 2931.76 ms
[2020-12-23 12:57:21 main:581] : INFO : Epoch 766 | loss: 0.0311597 | val_loss: 0.031181 | Time: 2928.96 ms
[2020-12-23 12:57:24 main:581] : INFO : Epoch 767 | loss: 0.031158 | val_loss: 0.0311831 | Time: 2930.31 ms
[2020-12-23 12:57:27 main:581] : INFO : Epoch 768 | loss: 0.0311598 | val_loss: 0.031195 | Time: 2923.19 ms
[2020-12-23 12:57:30 main:581] : INFO : Epoch 769 | loss: 0.0311608 | val_loss: 0.0311761 | Time: 2918.81 ms
[2020-12-23 12:57:33 main:581] : INFO : Epoch 770 | loss: 0.0311587 | val_loss: 0.0311783 | Time: 2925.72 ms
[2020-12-23 12:57:36 main:581] : INFO : Epoch 771 | loss: 0.0311606 | val_loss: 0.0311822 | Time: 2926.1 ms
[2020-12-23 12:57:39 main:581] : INFO : Epoch 772 | loss: 0.0311631 | val_loss: 0.0311793 | Time: 2924.35 ms
[2020-12-23 12:57:42 main:581] : INFO : Epoch 773 | loss: 0.0311616 | val_loss: 0.0311769 | Time: 2931.69 ms
[2020-12-23 12:57:45 main:581] : INFO : Epoch 774 | loss: 0.0311621 | val_loss: 0.0311787 | Time: 2918.73 ms
[2020-12-23 12:57:47 main:581] : INFO : Epoch 775 | loss: 0.0311665 | val_loss: 0.0311816 | Time: 2872.64 ms
[2020-12-23 12:57:50 main:581] : INFO : Epoch 776 | loss: 0.0311671 | val_loss: 0.0311794 | Time: 2924.57 ms
[2020-12-23 12:57:53 main:581] : INFO : Epoch 777 | loss: 0.0311666 | val_loss: 0.0311835 | Time: 2910.12 ms
[2020-12-23 12:57:56 main:581] : INFO : Epoch 778 | loss: 0.0311667 | val_loss: 0.0311795 | Time: 2933.38 ms
[2020-12-23 12:57:59 main:581] : INFO : Epoch 779 | loss: 0.0311644 | val_loss: 0.0311766 | Time: 2915.54 ms
[2020-12-23 12:58:02 main:581] : INFO : Epoch 780 | loss: 0.0311632 | val_loss: 0.0311788 | Time: 2950.66 ms
[2020-12-23 12:58:05 main:581] : INFO : Epoch 781 | loss: 0.0311639 | val_loss: 0.0311796 | Time: 2935.88 ms
[2020-12-23 12:58:08 main:581] : INFO : Epoch 782 | loss: 0.0311673 | val_loss: 0.0311827 | Time: 2874.53 ms
[2020-12-23 12:58:11 main:581] : INFO : Epoch 783 | loss: 0.0311663 | val_loss: 0.0311756 | Time: 2938.78 ms
[2020-12-23 12:58:14 main:581] : INFO : Epoch 784 | loss: 0.0311664 | val_loss: 0.0311773 | Time: 2945.5 ms
[2020-12-23 12:58:17 main:581] : INFO : Epoch 785 | loss: 0.031166 | val_loss: 0.0311792 | Time: 2939.86 ms
[2020-12-23 12:58:20 main:581] : INFO : Epoch 786 | loss: 0.0311656 | val_loss: 0.0311843 | Time: 2939.39 ms
[2020-12-23 12:58:23 main:581] : INFO : Epoch 787 | loss: 0.0311683 | val_loss: 0.0311806 | Time: 2933.19 ms
[2020-12-23 12:58:26 main:581] : INFO : Epoch 788 | loss: 0.0311676 | val_loss: 0.0311813 | Time: 2879.56 ms
[2020-12-23 12:58:28 main:581] : INFO : Epoch 789 | loss: 0.031164 | val_loss: 0.0311807 | Time: 2888.51 ms
[2020-12-23 12:58:31 main:581] : INFO : Epoch 790 | loss: 0.0311665 | val_loss: 0.0311805 | Time: 2931.82 ms
[2020-12-23 12:58:34 main:581] : INFO : Epoch 791 | loss: 0.0311684 | val_loss: 0.0311797 | Time: 2965.38 ms
[2020-12-23 12:58:37 main:581] : INFO : Epoch 792 | loss: 0.0311675 | val_loss: 0.0311771 | Time: 2909.34 ms
[2020-12-23 12:58:40 main:581] : INFO : Epoch 793 | loss: 0.0311679 | val_loss: 0.0311768 | Time: 2916.16 ms
[2020-12-23 12:58:43 main:581] : INFO : Epoch 794 | loss: 0.0311663 | val_loss: 0.0311795 | Time: 2934.31 ms
[2020-12-23 12:58:46 main:581] : INFO : Epoch 795 | loss: 0.0311639 | val_loss: 0.0311765 | Time: 2900.08 ms
[2020-12-23 12:58:49 main:581] : INFO : Epoch 796 | loss: 0.0311615 | val_loss: 0.0311784 | Time: 2916.06 ms
[2020-12-23 12:58:52 main:581] : INFO : Epoch 797 | loss: 0.0311659 | val_loss: 0.0311821 | Time: 2907.04 ms
[2020-12-23 12:58:55 main:581] : INFO : Epoch 798 | loss: 0.0311634 | val_loss: 0.0311801 | Time: 2887.8 ms
[2020-12-23 12:58:58 main:581] : INFO : Epoch 799 | loss: 0.0311634 | val_loss: 0.0311763 | Time: 2928.86 ms
[2020-12-23 12:59:01 main:581] : INFO : Epoch 800 | loss: 0.0311622 | val_loss: 0.0311767 | Time: 2956.57 ms
[2020-12-23 12:59:03 main:581] : INFO : Epoch 801 | loss: 0.0311614 | val_loss: 0.0311756 | Time: 2900.68 ms
[2020-12-23 12:59:06 main:581] : INFO : Epoch 802 | loss: 0.0311633 | val_loss: 0.0311768 | Time: 2925.55 ms
[2020-12-23 12:59:09 main:581] : INFO : Epoch 803 | loss: 0.0311622 | val_loss: 0.0311817 | Time: 2922.27 ms
[2020-12-23 12:59:12 main:581] : INFO : Epoch 804 | loss: 0.0311616 | val_loss: 0.03118 | Time: 2954 ms
[2020-12-23 12:59:15 main:581] : INFO : Epoch 805 | loss: 0.0311646 | val_loss: 0.0311947 | Time: 2931.83 ms
[2020-12-23 12:59:18 main:581] : INFO : Epoch 806 | loss: 0.0311646 | val_loss: 0.0311799 | Time: 2928.67 ms
[2020-12-23 12:59:21 main:581] : INFO : Epoch 807 | loss: 0.03116 | val_loss: 0.0311768 | Time: 2908.79 ms
[2020-12-23 12:59:24 main:581] : INFO : Epoch 808 | loss: 0.031161 | val_loss: 0.0311813 | Time: 2913.47 ms
[2020-12-23 12:59:27 main:581] : INFO : Epoch 809 | loss: 0.0311602 | val_loss: 0.0311796 | Time: 2912.81 ms
[2020-12-23 12:59:30 main:581] : INFO : Epoch 810 | loss: 0.0311583 | val_loss: 0.031176 | Time: 2906.61 ms
[2020-12-23 12:59:33 main:581] : INFO : Epoch 811 | loss: 0.0311601 | val_loss: 0.0311791 | Time: 2893.44 ms
[2020-12-23 12:59:36 main:581] : INFO : Epoch 812 | loss: 0.0311613 | val_loss: 0.0311806 | Time: 2936.25 ms
[2020-12-23 12:59:39 main:581] : INFO : Epoch 813 | loss: 0.0311603 | val_loss: 0.0311757 | Time: 2923.17 ms
[2020-12-23 12:59:41 main:581] : INFO : Epoch 814 | loss: 0.0311591 | val_loss: 0.0311761 | Time: 2933.21 ms
[2020-12-23 12:59:44 main:581] : INFO : Epoch 815 | loss: 0.031158 | val_loss: 0.0311768 | Time: 2928.8 ms
[2020-12-23 12:59:47 main:581] : INFO : Epoch 816 | loss: 0.0311576 | val_loss: 0.0311816 | Time: 2908.42 ms
[2020-12-23 12:59:50 main:581] : INFO : Epoch 817 | loss: 0.0311581 | val_loss: 0.0311838 | Time: 2886.68 ms
[2020-12-23 12:59:53 main:581] : INFO : Epoch 818 | loss: 0.0311575 | val_loss: 0.0311816 | Time: 2925.53 ms
[2020-12-23 12:59:56 main:581] : INFO : Epoch 819 | loss: 0.0311592 | val_loss: 0.0311795 | Time: 2933.12 ms
[2020-12-23 12:59:59 main:581] : INFO : Epoch 820 | loss: 0.0311575 | val_loss: 0.031177 | Time: 2903.84 ms
[2020-12-23 13:00:02 main:581] : INFO : Epoch 821 | loss: 0.0311582 | val_loss: 0.0311789 | Time: 2947.83 ms
[2020-12-23 13:00:05 main:581] : INFO : Epoch 822 | loss: 0.0311595 | val_loss: 0.0311785 | Time: 2923.96 ms
[2020-12-23 13:00:08 main:581] : INFO : Epoch 823 | loss: 0.0311582 | val_loss: 0.031176 | Time: 2880.95 ms
[2020-12-23 13:00:11 main:581] : INFO : Epoch 824 | loss: 0.0311561 | val_loss: 0.0311802 | Time: 2884.91 ms
[2020-12-23 13:00:13 main:581] : INFO : Epoch 825 | loss: 0.03116 | val_loss: 0.0311799 | Time: 2868.8 ms
[2020-12-23 13:00:16 main:581] : INFO : Epoch 826 | loss: 0.031159 | val_loss: 0.0311776 | Time: 2930.44 ms
[2020-12-23 13:00:19 main:581] : INFO : Epoch 827 | loss: 0.0311562 | val_loss: 0.0311785 | Time: 2940.92 ms
[2020-12-23 13:00:22 main:581] : INFO : Epoch 828 | loss: 0.031159 | val_loss: 0.0311818 | Time: 2936.47 ms
[2020-12-23 13:00:25 main:581] : INFO : Epoch 829 | loss: 0.0311584 | val_loss: 0.0311864 | Time: 2926.85 ms
[2020-12-23 13:00:28 main:581] : INFO : Epoch 830 | loss: 0.0311598 | val_loss: 0.0311839 | Time: 2925.81 ms
[2020-12-23 13:00:31 main:581] : INFO : Epoch 831 | loss: 0.0311609 | val_loss: 0.0311815 | Time: 2887.02 ms
[2020-12-23 13:00:34 main:581] : INFO : Epoch 832 | loss: 0.0311578 | val_loss: 0.0311812 | Time: 2874.79 ms
[2020-12-23 13:00:37 main:581] : INFO : Epoch 833 | loss: 0.0311555 | val_loss: 0.0311837 | Time: 2901.87 ms
[2020-12-23 13:00:40 main:581] : INFO : Epoch 834 | loss: 0.0311558 | val_loss: 0.0311778 | Time: 2933.43 ms
[2020-12-23 13:00:43 main:581] : INFO : Epoch 835 | loss: 0.0311556 | val_loss: 0.0311826 | Time: 2934.1 ms
[2020-12-23 13:00:46 main:581] : INFO : Epoch 836 | loss: 0.0311568 | val_loss: 0.0311809 | Time: 2911.23 ms
[2020-12-23 13:00:48 main:581] : INFO : Epoch 837 | loss: 0.0311575 | val_loss: 0.0311788 | Time: 2908.81 ms
[2020-12-23 13:00:51 main:581] : INFO : Epoch 838 | loss: 0.0311603 | val_loss: 0.0311781 | Time: 2907.46 ms
[2020-12-23 13:00:54 main:581] : INFO : Epoch 839 | loss: 0.031159 | val_loss: 0.0311745 | Time: 2922.15 ms
[2020-12-23 13:00:57 main:581] : INFO : Epoch 840 | loss: 0.0311606 | val_loss: 0.0311761 | Time: 2936.87 ms
[2020-12-23 13:01:00 main:581] : INFO : Epoch 841 | loss: 0.0311625 | val_loss: 0.0311822 | Time: 2939.85 ms
[2020-12-23 13:01:03 main:581] : INFO : Epoch 842 | loss: 0.0311605 | val_loss: 0.031177 | Time: 2917.4 ms
[2020-12-23 13:01:06 main:581] : INFO : Epoch 843 | loss: 0.0311607 | val_loss: 0.0311755 | Time: 2937.03 ms
[2020-12-23 13:01:09 main:581] : INFO : Epoch 844 | loss: 0.0311637 | val_loss: 0.0311785 | Time: 2933.01 ms
[2020-12-23 13:01:12 main:581] : INFO : Epoch 845 | loss: 0.0311613 | val_loss: 0.031177 | Time: 2877.48 ms
[2020-12-23 13:01:15 main:581] : INFO : Epoch 846 | loss: 0.0311628 | val_loss: 0.0311802 | Time: 2925.86 ms
[2020-12-23 13:01:18 main:581] : INFO : Epoch 847 | loss: 0.0311639 | val_loss: 0.0311753 | Time: 2919.16 ms
[2020-12-23 13:01:21 main:581] : INFO : Epoch 848 | loss: 0.0311609 | val_loss: 0.0311777 | Time: 2937.18 ms
[2020-12-23 13:01:24 main:581] : INFO : Epoch 849 | loss: 0.0311594 | val_loss: 0.0311762 | Time: 2927.41 ms
[2020-12-23 13:01:27 main:581] : INFO : Epoch 850 | loss: 0.0311591 | val_loss: 0.0311787 | Time: 2938.07 ms
[2020-12-23 13:01:29 main:581] : INFO : Epoch 851 | loss: 0.0311628 | val_loss: 0.0311783 | Time: 2930.61 ms
[2020-12-23 13:01:32 main:581] : INFO : Epoch 852 | loss: 0.0311666 | val_loss: 0.0311837 | Time: 2934.38 ms
[2020-12-23 13:01:35 main:581] : INFO : Epoch 853 | loss: 0.0311629 | val_loss: 0.0311793 | Time: 2934.48 ms
[2020-12-23 13:01:38 main:581] : INFO : Epoch 854 | loss: 0.031159 | val_loss: 0.0311781 | Time: 2931.53 ms
[2020-12-23 13:01:41 main:581] : INFO : Epoch 855 | loss: 0.0311578 | val_loss: 0.0311796 | Time: 2936.9 ms
[2020-12-23 13:01:44 main:581] : INFO : Epoch 856 | loss: 0.031157 | val_loss: 0.0311774 | Time: 2913.41 ms
[2020-12-23 13:01:47 main:581] : INFO : Epoch 857 | loss: 0.0311567 | val_loss: 0.0311773 | Time: 2916.36 ms
[2020-12-23 13:01:50 main:581] : INFO : Epoch 858 | loss: 0.0311565 | val_loss: 0.0311787 | Time: 2933 ms
[2020-12-23 13:01:53 main:581] : INFO : Epoch 859 | loss: 0.031157 | val_loss: 0.0311768 | Time: 2938.98 ms
[2020-12-23 13:01:56 main:581] : INFO : Epoch 860 | loss: 0.0311625 | val_loss: 0.0311891 | Time: 2928.52 ms
[2020-12-23 13:01:59 main:581] : INFO : Epoch 861 | loss: 0.0311641 | val_loss: 0.0311836 | Time: 2930.39 ms
[2020-12-23 13:02:02 main:581] : INFO : Epoch 862 | loss: 0.0311599 | val_loss: 0.0311821 | Time: 2922.08 ms
[2020-12-23 13:02:05 main:581] : INFO : Epoch 863 | loss: 0.0311592 | val_loss: 0.0311793 | Time: 2928.19 ms
[2020-12-23 13:02:08 main:581] : INFO : Epoch 864 | loss: 0.0311573 | val_loss: 0.0311776 | Time: 2933.7 ms
[2020-12-23 13:02:10 main:581] : INFO : Epoch 865 | loss: 0.0311561 | val_loss: 0.0311864 | Time: 2932.25 ms
[2020-12-23 13:02:13 main:581] : INFO : Epoch 866 | loss: 0.031157 | val_loss: 0.031181 | Time: 2931.36 ms
[2020-12-23 13:02:16 main:581] : INFO : Epoch 867 | loss: 0.0311565 | val_loss: 0.0311831 | Time: 2916.3 ms
[2020-12-23 13:02:19 main:581] : INFO : Epoch 868 | loss: 0.0311552 | val_loss: 0.0311802 | Time: 2943.97 ms
[2020-12-23 13:02:22 main:581] : INFO : Epoch 869 | loss: 0.0311595 | val_loss: 0.0311822 | Time: 2937.65 ms
[2020-12-23 13:02:25 main:581] : INFO : Epoch 870 | loss: 0.0311618 | val_loss: 0.0311887 | Time: 2921.74 ms
[2020-12-23 13:02:28 main:581] : INFO : Epoch 871 | loss: 0.0311612 | val_loss: 0.0311817 | Time: 2917.23 ms
[2020-12-23 13:02:31 main:581] : INFO : Epoch 872 | loss: 0.0311584 | val_loss: 0.0311789 | Time: 2940.42 ms
[2020-12-23 13:02:34 main:581] : INFO : Epoch 873 | loss: 0.0311574 | val_loss: 0.031178 | Time: 2916.67 ms
[2020-12-23 13:02:37 main:581] : INFO : Epoch 874 | loss: 0.0311578 | val_loss: 0.031186 | Time: 2931.06 ms
[2020-12-23 13:02:40 main:581] : INFO : Epoch 875 | loss: 0.0311568 | val_loss: 0.0311788 | Time: 2937.35 ms
[2020-12-23 13:02:43 main:581] : INFO : Epoch 876 | loss: 0.0311554 | val_loss: 0.0311776 | Time: 2938.64 ms
[2020-12-23 13:02:46 main:581] : INFO : Epoch 877 | loss: 0.0311571 | val_loss: 0.0311773 | Time: 2940.48 ms
[2020-12-23 13:02:49 main:581] : INFO : Epoch 878 | loss: 0.0311577 | val_loss: 0.0311783 | Time: 2935.08 ms
[2020-12-23 13:02:52 main:581] : INFO : Epoch 879 | loss: 0.0311558 | val_loss: 0.0311823 | Time: 2940.38 ms
[2020-12-23 13:02:54 main:581] : INFO : Epoch 880 | loss: 0.0311585 | val_loss: 0.0311795 | Time: 2940.22 ms
[2020-12-23 13:02:57 main:581] : INFO : Epoch 881 | loss: 0.0311542 | val_loss: 0.0311815 | Time: 2922.23 ms
[2020-12-23 13:03:00 main:581] : INFO : Epoch 882 | loss: 0.0311558 | val_loss: 0.031179 | Time: 2916.99 ms
[2020-12-23 13:03:03 main:581] : INFO : Epoch 883 | loss: 0.0311564 | val_loss: 0.0311786 | Time: 2933.66 ms
[2020-12-23 13:03:06 main:581] : INFO : Epoch 884 | loss: 0.031154 | val_loss: 0.0311774 | Time: 2907.42 ms
[2020-12-23 13:03:09 main:581] : INFO : Epoch 885 | loss: 0.0311532 | val_loss: 0.0311731 | Time: 2915.08 ms
[2020-12-23 13:03:12 main:581] : INFO : Epoch 886 | loss: 0.0311531 | val_loss: 0.0311818 | Time: 2938.69 ms
[2020-12-23 13:03:15 main:581] : INFO : Epoch 887 | loss: 0.0311564 | val_loss: 0.0311825 | Time: 2904.61 ms
[2020-12-23 13:03:18 main:581] : INFO : Epoch 888 | loss: 0.0311537 | val_loss: 0.0311798 | Time: 2931.35 ms
[2020-12-23 13:03:21 main:581] : INFO : Epoch 889 | loss: 0.0311543 | val_loss: 0.0311809 | Time: 2937.45 ms
[2020-12-23 13:03:24 main:581] : INFO : Epoch 890 | loss: 0.031158 | val_loss: 0.0311812 | Time: 2939.26 ms
[2020-12-23 13:03:27 main:581] : INFO : Epoch 891 | loss: 0.0311609 | val_loss: 0.0311824 | Time: 2934.68 ms
[2020-12-23 13:03:30 main:581] : INFO : Epoch 892 | loss: 0.031154 | val_loss: 0.0311783 | Time: 2928.07 ms
[2020-12-23 13:03:33 main:581] : INFO : Epoch 893 | loss: 0.0311547 | val_loss: 0.0311786 | Time: 2938 ms
[2020-12-23 13:03:35 main:581] : INFO : Epoch 894 | loss: 0.0311577 | val_loss: 0.0311802 | Time: 2928.43 ms
[2020-12-23 13:03:38 main:581] : INFO : Epoch 895 | loss: 0.031164 | val_loss: 0.0311817 | Time: 2924.85 ms
[2020-12-23 13:03:41 main:581] : INFO : Epoch 896 | loss: 0.031154 | val_loss: 0.0311889 | Time: 2933.32 ms
[2020-12-23 13:03:44 main:581] : INFO : Epoch 897 | loss: 0.0311583 | val_loss: 0.03118 | Time: 2931.67 ms
[2020-12-23 13:03:47 main:581] : INFO : Epoch 898 | loss: 0.0311576 | val_loss: 0.0311788 | Time: 2931.57 ms
[2020-12-23 13:03:50 main:581] : INFO : Epoch 899 | loss: 0.0311578 | val_loss: 0.0311792 | Time: 2926.3 ms
[2020-12-23 13:03:53 main:581] : INFO : Epoch 900 | loss: 0.0311593 | val_loss: 0.0311801 | Time: 2932.24 ms
[2020-12-23 13:03:56 main:581] : INFO : Epoch 901 | loss: 0.0311619 | val_loss: 0.0311803 | Time: 2930.54 ms
[2020-12-23 13:03:59 main:581] : INFO : Epoch 902 | loss: 0.0311572 | val_loss: 0.0311784 | Time: 2929.8 ms
[2020-12-23 13:04:02 main:581] : INFO : Epoch 903 | loss: 0.0311546 | val_loss: 0.0311777 | Time: 2911.82 ms
[2020-12-23 13:04:05 main:581] : INFO : Epoch 904 | loss: 0.0311542 | val_loss: 0.0311802 | Time: 2936.48 ms
[2020-12-23 13:04:08 main:581] : INFO : Epoch 905 | loss: 0.0311555 | val_loss: 0.031181 | Time: 2938.12 ms
[2020-12-23 13:04:11 main:581] : INFO : Epoch 906 | loss: 0.0311552 | val_loss: 0.0311811 | Time: 2937.63 ms
[2020-12-23 13:04:14 main:581] : INFO : Epoch 907 | loss: 0.0311583 | val_loss: 0.0311789 | Time: 2930.19 ms
[2020-12-23 13:04:16 main:581] : INFO : Epoch 908 | loss: 0.0311592 | val_loss: 0.0311789 | Time: 2928.11 ms
[2020-12-23 13:04:19 main:581] : INFO : Epoch 909 | loss: 0.031157 | val_loss: 0.0311824 | Time: 2931.59 ms
[2020-12-23 13:04:22 main:581] : INFO : Epoch 910 | loss: 0.031155 | val_loss: 0.0311802 | Time: 2936.16 ms
[2020-12-23 13:04:25 main:581] : INFO : Epoch 911 | loss: 0.0311555 | val_loss: 0.0311803 | Time: 2932.65 ms
[2020-12-23 13:04:28 main:581] : INFO : Epoch 912 | loss: 0.031158 | val_loss: 0.0311792 | Time: 2923.55 ms
[2020-12-23 13:04:31 main:581] : INFO : Epoch 913 | loss: 0.0311628 | val_loss: 0.031178 | Time: 2925.51 ms
[2020-12-23 13:04:34 main:581] : INFO : Epoch 914 | loss: 0.0311663 | val_loss: 0.0311768 | Time: 2935.58 ms
[2020-12-23 13:04:37 main:581] : INFO : Epoch 915 | loss: 0.0311627 | val_loss: 0.0311792 | Time: 2917.1 ms
[2020-12-23 13:04:40 main:581] : INFO : Epoch 916 | loss: 0.0311626 | val_loss: 0.0311783 | Time: 2929.39 ms
[2020-12-23 13:04:43 main:581] : INFO : Epoch 917 | loss: 0.031161 | val_loss: 0.031174 | Time: 2931.47 ms
[2020-12-23 13:04:46 main:581] : INFO : Epoch 918 | loss: 0.0311603 | val_loss: 0.0311791 | Time: 2927.54 ms
[2020-12-23 13:04:49 main:581] : INFO : Epoch 919 | loss: 0.0311624 | val_loss: 0.031179 | Time: 2935.93 ms
[2020-12-23 13:04:52 main:581] : INFO : Epoch 920 | loss: 0.0311593 | val_loss: 0.0311784 | Time: 2924.88 ms
[2020-12-23 13:04:55 main:581] : INFO : Epoch 921 | loss: 0.0311579 | val_loss: 0.0311757 | Time: 2912.29 ms
[2020-12-23 13:04:57 main:581] : INFO : Epoch 922 | loss: 0.0311581 | val_loss: 0.031177 | Time: 2924.85 ms
[2020-12-23 13:05:00 main:581] : INFO : Epoch 923 | loss: 0.031159 | val_loss: 0.031176 | Time: 2938.84 ms
[2020-12-23 13:05:03 main:581] : INFO : Epoch 924 | loss: 0.0311589 | val_loss: 0.0311769 | Time: 2932.74 ms
[2020-12-23 13:05:06 main:581] : INFO : Epoch 925 | loss: 0.0311636 | val_loss: 0.0311824 | Time: 2940.75 ms
[2020-12-23 13:05:09 main:581] : INFO : Epoch 926 | loss: 0.0311635 | val_loss: 0.0311779 | Time: 2928.47 ms
[2020-12-23 13:05:12 main:581] : INFO : Epoch 927 | loss: 0.0311614 | val_loss: 0.0311769 | Time: 2934.92 ms
[2020-12-23 13:05:15 main:581] : INFO : Epoch 928 | loss: 0.0311588 | val_loss: 0.0311775 | Time: 2941.71 ms
[2020-12-23 13:05:18 main:581] : INFO : Epoch 929 | loss: 0.0311579 | val_loss: 0.03118 | Time: 2927.49 ms
[2020-12-23 13:05:21 main:581] : INFO : Epoch 930 | loss: 0.031163 | val_loss: 0.03118 | Time: 2928.69 ms
[2020-12-23 13:05:24 main:581] : INFO : Epoch 931 | loss: 0.0311612 | val_loss: 0.0311794 | Time: 2936.44 ms
[2020-12-23 13:05:27 main:581] : INFO : Epoch 932 | loss: 0.0311605 | val_loss: 0.0311813 | Time: 2923.67 ms
[2020-12-23 13:05:30 main:581] : INFO : Epoch 933 | loss: 0.0311605 | val_loss: 0.031178 | Time: 2927.65 ms
[2020-12-23 13:05:33 main:581] : INFO : Epoch 934 | loss: 0.0311586 | val_loss: 0.0311744 | Time: 2940.77 ms
[2020-12-23 13:05:36 main:581] : INFO : Epoch 935 | loss: 0.0311597 | val_loss: 0.031176 | Time: 2936.25 ms
[2020-12-23 13:05:39 main:581] : INFO : Epoch 936 | loss: 0.0311566 | val_loss: 0.0311768 | Time: 3001.65 ms
[2020-12-23 13:05:42 main:581] : INFO : Epoch 937 | loss: 0.0311573 | val_loss: 0.0311778 | Time: 2912.83 ms
[2020-12-23 13:05:44 main:581] : INFO : Epoch 938 | loss: 0.0311551 | val_loss: 0.031178 | Time: 2921.34 ms
[2020-12-23 13:05:47 main:581] : INFO : Epoch 939 | loss: 0.0311562 | val_loss: 0.0311777 | Time: 2919.56 ms
[2020-12-23 13:05:50 main:581] : INFO : Epoch 940 | loss: 0.0311537 | val_loss: 0.0311783 | Time: 2933.51 ms
[2020-12-23 13:05:53 main:581] : INFO : Epoch 941 | loss: 0.0311557 | val_loss: 0.0311787 | Time: 2925.52 ms
[2020-12-23 13:05:56 main:581] : INFO : Epoch 942 | loss: 0.031155 | val_loss: 0.0311792 | Time: 2911.21 ms
[2020-12-23 13:05:59 main:581] : INFO : Epoch 943 | loss: 0.0311536 | val_loss: 0.0311804 | Time: 2905.78 ms
[2020-12-23 13:06:02 main:581] : INFO : Epoch 944 | loss: 0.0311531 | val_loss: 0.0311793 | Time: 2927.45 ms
[2020-12-23 13:06:05 main:581] : INFO : Epoch 945 | loss: 0.0311574 | val_loss: 0.0311839 | Time: 2924.64 ms
[2020-12-23 13:06:08 main:581] : INFO : Epoch 946 | loss: 0.0311547 | val_loss: 0.0311788 | Time: 2929.57 ms
[2020-12-23 13:06:11 main:581] : INFO : Epoch 947 | loss: 0.0311534 | val_loss: 0.031181 | Time: 2933 ms
[2020-12-23 13:06:14 main:581] : INFO : Epoch 948 | loss: 0.0311539 | val_loss: 0.0311786 | Time: 2909.32 ms
[2020-12-23 13:06:17 main:581] : INFO : Epoch 949 | loss: 0.0311534 | val_loss: 0.0311842 | Time: 2917.26 ms
[2020-12-23 13:06:19 main:581] : INFO : Epoch 950 | loss: 0.0311528 | val_loss: 0.0311806 | Time: 2890.27 ms
[2020-12-23 13:06:22 main:581] : INFO : Epoch 951 | loss: 0.0311506 | val_loss: 0.0311813 | Time: 2933.54 ms
[2020-12-23 13:06:25 main:581] : INFO : Epoch 952 | loss: 0.0311534 | val_loss: 0.0311772 | Time: 2944.05 ms
[2020-12-23 13:06:28 main:581] : INFO : Epoch 953 | loss: 0.0311533 | val_loss: 0.0311816 | Time: 2913.81 ms
[2020-12-23 13:06:31 main:581] : INFO : Epoch 954 | loss: 0.0311517 | val_loss: 0.0311818 | Time: 2922.48 ms
[2020-12-23 13:06:34 main:581] : INFO : Epoch 955 | loss: 0.0311516 | val_loss: 0.0311814 | Time: 2898.75 ms
[2020-12-23 13:06:37 main:581] : INFO : Epoch 956 | loss: 0.0311518 | val_loss: 0.0311903 | Time: 2910.18 ms
[2020-12-23 13:06:40 main:581] : INFO : Epoch 957 | loss: 0.0311556 | val_loss: 0.0311806 | Time: 2887.42 ms
[2020-12-23 13:06:43 main:581] : INFO : Epoch 958 | loss: 0.0311538 | val_loss: 0.0311824 | Time: 2893.65 ms
[2020-12-23 13:06:46 main:581] : INFO : Epoch 959 | loss: 0.0311514 | val_loss: 0.0311851 | Time: 2912.87 ms
[2020-12-23 13:06:49 main:581] : INFO : Epoch 960 | loss: 0.0311515 | val_loss: 0.0311823 | Time: 2916.26 ms
[2020-12-23 13:06:52 main:581] : INFO : Epoch 961 | loss: 0.0311514 | val_loss: 0.0311804 | Time: 2914.19 ms
[2020-12-23 13:06:54 main:581] : INFO : Epoch 962 | loss: 0.0311506 | val_loss: 0.0311821 | Time: 2913.74 ms
[2020-12-23 13:06:57 main:581] : INFO : Epoch 963 | loss: 0.0311515 | val_loss: 0.0311822 | Time: 2936.32 ms
[2020-12-23 13:07:00 main:581] : INFO : Epoch 964 | loss: 0.0311506 | val_loss: 0.0311848 | Time: 2938.09 ms
[2020-12-23 13:07:03 main:581] : INFO : Epoch 965 | loss: 0.0311512 | val_loss: 0.0311784 | Time: 2935.02 ms
[2020-12-23 13:07:06 main:581] : INFO : Epoch 966 | loss: 0.0311515 | val_loss: 0.0311872 | Time: 2912.54 ms
[2020-12-23 13:07:09 main:581] : INFO : Epoch 967 | loss: 0.0311506 | val_loss: 0.031186 | Time: 2909.88 ms
[2020-12-23 13:07:12 main:581] : INFO : Epoch 968 | loss: 0.0311523 | val_loss: 0.031179 | Time: 2918.38 ms
[2020-12-23 13:07:15 main:581] : INFO : Epoch 969 | loss: 0.03115 | val_loss: 0.0311794 | Time: 2891.15 ms
[2020-12-23 13:07:18 main:581] : INFO : Epoch 970 | loss: 0.0311506 | val_loss: 0.0311838 | Time: 2918.26 ms
[2020-12-23 13:07:21 main:581] : INFO : Epoch 971 | loss: 0.0311483 | val_loss: 0.0311799 | Time: 2931.73 ms
[2020-12-23 13:07:24 main:581] : INFO : Epoch 972 | loss: 0.0311523 | val_loss: 0.0311843 | Time: 2936.67 ms
[2020-12-23 13:07:27 main:581] : INFO : Epoch 973 | loss: 0.0311562 | val_loss: 0.0311865 | Time: 2935.02 ms
[2020-12-23 13:07:30 main:581] : INFO : Epoch 974 | loss: 0.031153 | val_loss: 0.0311785 | Time: 2927.79 ms
[2020-12-23 13:07:32 main:581] : INFO : Epoch 975 | loss: 0.0311508 | val_loss: 0.0311826 | Time: 2941.02 ms
[2020-12-23 13:07:35 main:581] : INFO : Epoch 976 | loss: 0.0311497 | val_loss: 0.0311812 | Time: 2934.25 ms
[2020-12-23 13:07:38 main:581] : INFO : Epoch 977 | loss: 0.0311506 | val_loss: 0.0311849 | Time: 2932.46 ms
[2020-12-23 13:07:41 main:581] : INFO : Epoch 978 | loss: 0.0311504 | val_loss: 0.0311806 | Time: 2904.71 ms
[2020-12-23 13:07:44 main:581] : INFO : Epoch 979 | loss: 0.0311505 | val_loss: 0.0311856 | Time: 2905.54 ms
[2020-12-23 13:07:47 main:581] : INFO : Epoch 980 | loss: 0.0311535 | val_loss: 0.0311876 | Time: 2916.54 ms
[2020-12-23 13:07:50 main:581] : INFO : Epoch 981 | loss: 0.0311528 | val_loss: 0.0311801 | Time: 2934.83 ms
[2020-12-23 13:07:53 main:581] : INFO : Epoch 982 | loss: 0.0311522 | val_loss: 0.0311901 | Time: 2916.88 ms
[2020-12-23 13:07:56 main:581] : INFO : Epoch 983 | loss: 0.0311511 | val_loss: 0.0311802 | Time: 2905.12 ms
[2020-12-23 13:07:59 main:581] : INFO : Epoch 984 | loss: 0.0311499 | val_loss: 0.0311833 | Time: 2929.16 ms
[2020-12-23 13:08:02 main:581] : INFO : Epoch 985 | loss: 0.0311501 | val_loss: 0.0311795 | Time: 2908.47 ms
[2020-12-23 13:08:05 main:581] : INFO : Epoch 986 | loss: 0.0311507 | val_loss: 0.03118 | Time: 2878.38 ms
[2020-12-23 13:08:07 main:581] : INFO : Epoch 987 | loss: 0.0311545 | val_loss: 0.0311857 | Time: 2892.11 ms
[2020-12-23 13:08:10 main:581] : INFO : Epoch 988 | loss: 0.0311516 | val_loss: 0.0311817 | Time: 2932.13 ms
[2020-12-23 13:08:13 main:581] : INFO : Epoch 989 | loss: 0.0311497 | val_loss: 0.0311809 | Time: 2902.29 ms
[2020-12-23 13:08:16 main:581] : INFO : Epoch 990 | loss: 0.0311497 | val_loss: 0.0311841 | Time: 2913.22 ms
[2020-12-23 13:08:19 main:581] : INFO : Epoch 991 | loss: 0.0311507 | val_loss: 0.0311795 | Time: 2910.58 ms
[2020-12-23 13:08:22 main:581] : INFO : Epoch 992 | loss: 0.0311529 | val_loss: 0.0311803 | Time: 2928.25 ms
[2020-12-23 13:08:25 main:581] : INFO : Epoch 993 | loss: 0.0311534 | val_loss: 0.0311818 | Time: 2896.6 ms
[2020-12-23 13:08:28 main:581] : INFO : Epoch 994 | loss: 0.031153 | val_loss: 0.0311774 | Time: 2938.94 ms
[2020-12-23 13:08:31 main:581] : INFO : Epoch 995 | loss: 0.0311515 | val_loss: 0.0311835 | Time: 2912.14 ms
[2020-12-23 13:08:34 main:581] : INFO : Epoch 996 | loss: 0.0311522 | val_loss: 0.0311797 | Time: 2932.79 ms
[2020-12-23 13:08:37 main:581] : INFO : Epoch 997 | loss: 0.0311523 | val_loss: 0.0311772 | Time: 2905.51 ms
[2020-12-23 13:08:40 main:581] : INFO : Epoch 998 | loss: 0.0311501 | val_loss: 0.0311821 | Time: 2915.28 ms
[2020-12-23 13:08:42 main:581] : INFO : Epoch 999 | loss: 0.0311521 | val_loss: 0.0311779 | Time: 2933.32 ms
[2020-12-23 13:08:45 main:581] : INFO : Epoch 1000 | loss: 0.0311506 | val_loss: 0.0311832 | Time: 2937.44 ms
[2020-12-23 13:08:48 main:581] : INFO : Epoch 1001 | loss: 0.0311504 | val_loss: 0.0311819 | Time: 2929.97 ms
[2020-12-23 13:08:51 main:581] : INFO : Epoch 1002 | loss: 0.0311497 | val_loss: 0.0311842 | Time: 2928.14 ms
[2020-12-23 13:08:54 main:581] : INFO : Epoch 1003 | loss: 0.0311503 | val_loss: 0.031183 | Time: 2930.59 ms
[2020-12-23 13:08:57 main:581] : INFO : Epoch 1004 | loss: 0.0311501 | val_loss: 0.0311811 | Time: 2936.3 ms
[2020-12-23 13:09:00 main:581] : INFO : Epoch 1005 | loss: 0.0311526 | val_loss: 0.031186 | Time: 2926.66 ms
[2020-12-23 13:09:03 main:581] : INFO : Epoch 1006 | loss: 0.0311521 | val_loss: 0.0311853 | Time: 2930.86 ms
[2020-12-23 13:09:06 main:581] : INFO : Epoch 1007 | loss: 0.0311504 | val_loss: 0.0311821 | Time: 2908.43 ms
[2020-12-23 13:09:09 main:581] : INFO : Epoch 1008 | loss: 0.031149 | val_loss: 0.0311806 | Time: 2920.5 ms
[2020-12-23 13:09:12 main:581] : INFO : Epoch 1009 | loss: 0.0311492 | val_loss: 0.0311841 | Time: 2930.63 ms
[2020-12-23 13:09:15 main:581] : INFO : Epoch 1010 | loss: 0.0311511 | val_loss: 0.0311825 | Time: 2943.61 ms
[2020-12-23 13:09:18 main:581] : INFO : Epoch 1011 | loss: 0.0311513 | val_loss: 0.0311805 | Time: 2935.04 ms
[2020-12-23 13:09:21 main:581] : INFO : Epoch 1012 | loss: 0.0311487 | val_loss: 0.0311847 | Time: 2931.31 ms
[2020-12-23 13:09:23 main:581] : INFO : Epoch 1013 | loss: 0.0311478 | val_loss: 0.0311796 | Time: 2913 ms
[2020-12-23 13:09:26 main:581] : INFO : Epoch 1014 | loss: 0.0311487 | val_loss: 0.0311836 | Time: 2909.61 ms
[2020-12-23 13:09:29 main:581] : INFO : Epoch 1015 | loss: 0.0311541 | val_loss: 0.0311923 | Time: 2929.38 ms
[2020-12-23 13:09:32 main:581] : INFO : Epoch 1016 | loss: 0.0311518 | val_loss: 0.0311849 | Time: 2941.58 ms
[2020-12-23 13:09:35 main:581] : INFO : Epoch 1017 | loss: 0.0311479 | val_loss: 0.0311788 | Time: 2927.84 ms
[2020-12-23 13:09:38 main:581] : INFO : Epoch 1018 | loss: 0.0311501 | val_loss: 0.031187 | Time: 2939.86 ms
[2020-12-23 13:09:41 main:581] : INFO : Epoch 1019 | loss: 0.0311574 | val_loss: 0.0311774 | Time: 2928.59 ms
[2020-12-23 13:09:44 main:581] : INFO : Epoch 1020 | loss: 0.0311596 | val_loss: 0.0311904 | Time: 2939.51 ms
[2020-12-23 13:09:47 main:581] : INFO : Epoch 1021 | loss: 0.0311572 | val_loss: 0.0311819 | Time: 2936.83 ms
[2020-12-23 13:09:50 main:581] : INFO : Epoch 1022 | loss: 0.0311531 | val_loss: 0.0311779 | Time: 2949.97 ms
[2020-12-23 13:09:53 main:581] : INFO : Epoch 1023 | loss: 0.031154 | val_loss: 0.0311868 | Time: 2933.74 ms
[2020-12-23 13:09:56 main:581] : INFO : Epoch 1024 | loss: 0.0311669 | val_loss: 0.0311814 | Time: 2939.89 ms
[2020-12-23 13:09:56 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311814
[2020-12-23 13:09:56 main:610] : INFO : Saving end state to config to file
[2020-12-23 13:09:56 main:615] : INFO : Success, exiting..
13:09:56 (2506960): 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)