Task 3399174
| Name | ParityModified-1605151194-2084-12_0 |
| Workunit | 1653095 |
| Created | 23 Dec 2020, 17:43:03 UTC |
| Sent | 23 Dec 2020, 20:23:05 UTC |
| Report deadline | 30 Dec 2020, 20:23:05 UTC |
| Received | 23 Dec 2020, 23:43:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 49 min 38 sec |
| CPU time | 49 min 32 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 | 1.69 GB |
| Peak swap size | 48.64 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: 0.0311936 | val_loss: 0.0311829 | Time: 2894.17 ms
[2020-12-23 15:14:43 main:581] : INFO : Epoch 511 | loss: 0.0311933 | val_loss: 0.0311857 | Time: 2893.63 ms
[2020-12-23 15:14:46 main:581] : INFO : Epoch 512 | loss: 0.0311906 | val_loss: 0.0311833 | Time: 2909.81 ms
[2020-12-23 15:14:49 main:581] : INFO : Epoch 513 | loss: 0.0311901 | val_loss: 0.0311826 | Time: 2901.59 ms
[2020-12-23 15:14:52 main:581] : INFO : Epoch 514 | loss: 0.0311898 | val_loss: 0.0311836 | Time: 2937.53 ms
[2020-12-23 15:14:55 main:581] : INFO : Epoch 515 | loss: 0.0311895 | val_loss: 0.0311827 | Time: 2888.38 ms
[2020-12-23 15:14:58 main:581] : INFO : Epoch 516 | loss: 0.0311887 | val_loss: 0.0311816 | Time: 2912.92 ms
[2020-12-23 15:15:01 main:581] : INFO : Epoch 517 | loss: 0.0311878 | val_loss: 0.0311814 | Time: 2923.15 ms
[2020-12-23 15:15:04 main:581] : INFO : Epoch 518 | loss: 0.0311888 | val_loss: 0.0311817 | Time: 2911.43 ms
[2020-12-23 15:15:07 main:581] : INFO : Epoch 519 | loss: 0.0311889 | val_loss: 0.031187 | Time: 2917.72 ms
[2020-12-23 15:15:10 main:581] : INFO : Epoch 520 | loss: 0.0311902 | val_loss: 0.0311819 | Time: 2919.12 ms
[2020-12-23 15:15:12 main:581] : INFO : Epoch 521 | loss: 0.0311878 | val_loss: 0.0311813 | Time: 2880.8 ms
[2020-12-23 15:15:15 main:581] : INFO : Epoch 522 | loss: 0.0311878 | val_loss: 0.03118 | Time: 2912.85 ms
[2020-12-23 15:15:18 main:581] : INFO : Epoch 523 | loss: 0.0311867 | val_loss: 0.0311808 | Time: 2914.01 ms
[2020-12-23 15:15:21 main:581] : INFO : Epoch 524 | loss: 0.0311867 | val_loss: 0.0311801 | Time: 2932.03 ms
[2020-12-23 15:15:24 main:581] : INFO : Epoch 525 | loss: 0.0311862 | val_loss: 0.0311792 | Time: 2894.51 ms
[2020-12-23 15:15:27 main:581] : INFO : Epoch 526 | loss: 0.0311861 | val_loss: 0.0311791 | Time: 2916.24 ms
[2020-12-23 15:15:30 main:581] : INFO : Epoch 527 | loss: 0.0311864 | val_loss: 0.0311789 | Time: 2910.48 ms
[2020-12-23 15:15:33 main:581] : INFO : Epoch 528 | loss: 0.0311867 | val_loss: 0.0311786 | Time: 2891.31 ms
[2020-12-23 15:15:36 main:581] : INFO : Epoch 529 | loss: 0.0311877 | val_loss: 0.0311844 | Time: 2887.72 ms
[2020-12-23 15:15:39 main:581] : INFO : Epoch 530 | loss: 0.0311871 | val_loss: 0.0311793 | Time: 2906.72 ms
[2020-12-23 15:15:41 main:581] : INFO : Epoch 531 | loss: 0.031185 | val_loss: 0.0311789 | Time: 2894.51 ms
[2020-12-23 15:15:44 main:581] : INFO : Epoch 532 | loss: 0.031186 | val_loss: 0.0311802 | Time: 2920.16 ms
[2020-12-23 15:15:47 main:581] : INFO : Epoch 533 | loss: 0.0311863 | val_loss: 0.0311786 | Time: 2912.27 ms
[2020-12-23 15:15:50 main:581] : INFO : Epoch 534 | loss: 0.0311845 | val_loss: 0.031179 | Time: 2915.31 ms
[2020-12-23 15:15:53 main:581] : INFO : Epoch 535 | loss: 0.0311845 | val_loss: 0.0311781 | Time: 2930.93 ms
[2020-12-23 15:15:56 main:581] : INFO : Epoch 536 | loss: 0.0311848 | val_loss: 0.0311774 | Time: 2914.66 ms
[2020-12-23 15:15:59 main:581] : INFO : Epoch 537 | loss: 0.031185 | val_loss: 0.0311779 | Time: 2907.62 ms
[2020-12-23 15:16:02 main:581] : INFO : Epoch 538 | loss: 0.0311843 | val_loss: 0.0311784 | Time: 2927.64 ms
[2020-12-23 15:16:05 main:581] : INFO : Epoch 539 | loss: 0.0311848 | val_loss: 0.0311786 | Time: 2911.82 ms
[2020-12-23 15:16:08 main:581] : INFO : Epoch 540 | loss: 0.0311841 | val_loss: 0.0311782 | Time: 2915.16 ms
[2020-12-23 15:16:11 main:581] : INFO : Epoch 541 | loss: 0.0311844 | val_loss: 0.031178 | Time: 2912.66 ms
[2020-12-23 15:16:14 main:581] : INFO : Epoch 542 | loss: 0.0311859 | val_loss: 0.0311856 | Time: 2915.54 ms
[2020-12-23 15:16:16 main:581] : INFO : Epoch 543 | loss: 0.0311866 | val_loss: 0.0311782 | Time: 2912.39 ms
[2020-12-23 15:16:19 main:581] : INFO : Epoch 544 | loss: 0.0311857 | val_loss: 0.0311823 | Time: 2885.33 ms
[2020-12-23 15:16:22 main:581] : INFO : Epoch 545 | loss: 0.0311885 | val_loss: 0.0311798 | Time: 2930.99 ms
[2020-12-23 15:16:25 main:581] : INFO : Epoch 546 | loss: 0.0311905 | val_loss: 0.0311775 | Time: 2912.71 ms
[2020-12-23 15:16:28 main:581] : INFO : Epoch 547 | loss: 0.0311866 | val_loss: 0.0311845 | Time: 2917.7 ms
[2020-12-23 15:16:31 main:581] : INFO : Epoch 548 | loss: 0.0311854 | val_loss: 0.0311787 | Time: 2924.08 ms
[2020-12-23 15:16:34 main:581] : INFO : Epoch 549 | loss: 0.0311834 | val_loss: 0.0311792 | Time: 2918.94 ms
[2020-12-23 15:16:37 main:581] : INFO : Epoch 550 | loss: 0.0311838 | val_loss: 0.0311788 | Time: 2919.02 ms
[2020-12-23 15:16:40 main:581] : INFO : Epoch 551 | loss: 0.0311841 | val_loss: 0.0311774 | Time: 2918.48 ms
[2020-12-23 15:16:43 main:581] : INFO : Epoch 552 | loss: 0.0311855 | val_loss: 0.0311764 | Time: 2920.02 ms
[2020-12-23 15:16:46 main:581] : INFO : Epoch 553 | loss: 0.0311847 | val_loss: 0.0311772 | Time: 2921.07 ms
[2020-12-23 15:16:49 main:581] : INFO : Epoch 554 | loss: 0.031184 | val_loss: 0.0311787 | Time: 2920.63 ms
[2020-12-23 15:16:51 main:581] : INFO : Epoch 555 | loss: 0.0311844 | val_loss: 0.0311769 | Time: 2932.89 ms
[2020-12-23 15:16:54 main:581] : INFO : Epoch 556 | loss: 0.0311851 | val_loss: 0.0311767 | Time: 2919.88 ms
[2020-12-23 15:16:57 main:581] : INFO : Epoch 557 | loss: 0.0311861 | val_loss: 0.031178 | Time: 2917.46 ms
[2020-12-23 15:17:00 main:581] : INFO : Epoch 558 | loss: 0.0311842 | val_loss: 0.031177 | Time: 2932.66 ms
[2020-12-23 15:17:03 main:581] : INFO : Epoch 559 | loss: 0.0311823 | val_loss: 0.0311773 | Time: 2891.06 ms
[2020-12-23 15:17:06 main:581] : INFO : Epoch 560 | loss: 0.0311823 | val_loss: 0.0311778 | Time: 2866.11 ms
[2020-12-23 15:17:09 main:581] : INFO : Epoch 561 | loss: 0.0311828 | val_loss: 0.0311784 | Time: 2884.72 ms
[2020-12-23 15:17:12 main:581] : INFO : Epoch 562 | loss: 0.0311864 | val_loss: 0.0311903 | Time: 2915.1 ms
[2020-12-23 15:17:15 main:581] : INFO : Epoch 563 | loss: 0.0311869 | val_loss: 0.0311811 | Time: 2911.86 ms
[2020-12-23 15:17:18 main:581] : INFO : Epoch 564 | loss: 0.0311883 | val_loss: 0.0311894 | Time: 2928.54 ms
[2020-12-23 15:17:21 main:581] : INFO : Epoch 565 | loss: 0.0311865 | val_loss: 0.0311784 | Time: 2928.82 ms
[2020-12-23 15:17:23 main:581] : INFO : Epoch 566 | loss: 0.0311821 | val_loss: 0.0311798 | Time: 2887 ms
[2020-12-23 15:17:26 main:581] : INFO : Epoch 567 | loss: 0.0311863 | val_loss: 0.0311845 | Time: 2916.68 ms
[2020-12-23 15:17:29 main:581] : INFO : Epoch 568 | loss: 0.0311855 | val_loss: 0.0311847 | Time: 2910.55 ms
[2020-12-23 15:17:32 main:581] : INFO : Epoch 569 | loss: 0.0311872 | val_loss: 0.0311882 | Time: 2916.07 ms
[2020-12-23 15:17:35 main:581] : INFO : Epoch 570 | loss: 0.031187 | val_loss: 0.0311845 | Time: 2915.52 ms
[2020-12-23 15:17:38 main:581] : INFO : Epoch 571 | loss: 0.031185 | val_loss: 0.0311805 | Time: 2907.4 ms
[2020-12-23 15:17:41 main:581] : INFO : Epoch 572 | loss: 0.0311834 | val_loss: 0.0311803 | Time: 2883.22 ms
[2020-12-23 15:17:44 main:581] : INFO : Epoch 573 | loss: 0.0311836 | val_loss: 0.0311803 | Time: 2915.97 ms
[2020-12-23 15:17:47 main:581] : INFO : Epoch 574 | loss: 0.031184 | val_loss: 0.0311818 | Time: 2845.87 ms
[2020-12-23 15:17:50 main:581] : INFO : Epoch 575 | loss: 0.0311844 | val_loss: 0.03118 | Time: 2912.33 ms
[2020-12-23 15:17:53 main:581] : INFO : Epoch 576 | loss: 0.0311845 | val_loss: 0.0311816 | Time: 2901.34 ms
[2020-12-23 15:17:55 main:581] : INFO : Epoch 577 | loss: 0.0311852 | val_loss: 0.0311845 | Time: 2888.87 ms
[2020-12-23 15:17:58 main:581] : INFO : Epoch 578 | loss: 0.0311849 | val_loss: 0.0311805 | Time: 2912.37 ms
[2020-12-23 15:18:01 main:581] : INFO : Epoch 579 | loss: 0.0311865 | val_loss: 0.0311791 | Time: 2940.56 ms
[2020-12-23 15:18:04 main:581] : INFO : Epoch 580 | loss: 0.0311829 | val_loss: 0.0311793 | Time: 2912.76 ms
[2020-12-23 15:18:07 main:581] : INFO : Epoch 581 | loss: 0.0311824 | val_loss: 0.0311813 | Time: 2918.1 ms
[2020-12-23 15:18:10 main:581] : INFO : Epoch 582 | loss: 0.0311838 | val_loss: 0.031179 | Time: 2904.35 ms
[2020-12-23 15:18:13 main:581] : INFO : Epoch 583 | loss: 0.0311821 | val_loss: 0.0311789 | Time: 2896.76 ms
[2020-12-23 15:18:16 main:581] : INFO : Epoch 584 | loss: 0.0311822 | val_loss: 0.0311812 | Time: 2911.37 ms
[2020-12-23 15:18:19 main:581] : INFO : Epoch 585 | loss: 0.0311821 | val_loss: 0.0311785 | Time: 2884.22 ms
[2020-12-23 15:18:22 main:581] : INFO : Epoch 586 | loss: 0.0311822 | val_loss: 0.0311788 | Time: 2932.77 ms
[2020-12-23 15:18:25 main:581] : INFO : Epoch 587 | loss: 0.0311818 | val_loss: 0.0311805 | Time: 2911.1 ms
[2020-12-23 15:18:27 main:581] : INFO : Epoch 588 | loss: 0.0311819 | val_loss: 0.0311801 | Time: 2920.41 ms
[2020-12-23 15:18:30 main:581] : INFO : Epoch 589 | loss: 0.0311822 | val_loss: 0.0311786 | Time: 2919.97 ms
[2020-12-23 15:18:33 main:581] : INFO : Epoch 590 | loss: 0.0311809 | val_loss: 0.031179 | Time: 2912.89 ms
[2020-12-23 15:18:36 main:581] : INFO : Epoch 591 | loss: 0.0311812 | val_loss: 0.0311825 | Time: 2909.96 ms
[2020-12-23 15:18:39 main:581] : INFO : Epoch 592 | loss: 0.0311842 | val_loss: 0.0311793 | Time: 2914.84 ms
[2020-12-23 15:18:42 main:581] : INFO : Epoch 593 | loss: 0.0311819 | val_loss: 0.0311792 | Time: 2921.26 ms
[2020-12-23 15:18:45 main:581] : INFO : Epoch 594 | loss: 0.0311864 | val_loss: 0.0311811 | Time: 2924.34 ms
[2020-12-23 15:18:48 main:581] : INFO : Epoch 595 | loss: 0.0311835 | val_loss: 0.0311787 | Time: 2897.26 ms
[2020-12-23 15:18:51 main:581] : INFO : Epoch 596 | loss: 0.0311815 | val_loss: 0.0311787 | Time: 2894.62 ms
[2020-12-23 15:18:54 main:581] : INFO : Epoch 597 | loss: 0.031181 | val_loss: 0.0311771 | Time: 2895.99 ms
[2020-12-23 15:18:57 main:581] : INFO : Epoch 598 | loss: 0.0311809 | val_loss: 0.0311788 | Time: 2909.53 ms
[2020-12-23 15:18:59 main:581] : INFO : Epoch 599 | loss: 0.0311821 | val_loss: 0.03118 | Time: 2918.65 ms
[2020-12-23 15:19:02 main:581] : INFO : Epoch 600 | loss: 0.0311809 | val_loss: 0.0311775 | Time: 2945.02 ms
[2020-12-23 15:19:05 main:581] : INFO : Epoch 601 | loss: 0.0311814 | val_loss: 0.0311768 | Time: 2914.63 ms
[2020-12-23 15:19:08 main:581] : INFO : Epoch 602 | loss: 0.0311821 | val_loss: 0.0311776 | Time: 2913.25 ms
[2020-12-23 15:19:11 main:581] : INFO : Epoch 603 | loss: 0.031183 | val_loss: 0.0311783 | Time: 2915.06 ms
[2020-12-23 15:19:14 main:581] : INFO : Epoch 604 | loss: 0.0311808 | val_loss: 0.0311804 | Time: 2911.22 ms
[2020-12-23 15:19:17 main:581] : INFO : Epoch 605 | loss: 0.0311822 | val_loss: 0.0311775 | Time: 2918.16 ms
[2020-12-23 15:19:20 main:581] : INFO : Epoch 606 | loss: 0.0311814 | val_loss: 0.0311768 | Time: 2917.71 ms
[2020-12-23 15:19:23 main:581] : INFO : Epoch 607 | loss: 0.0311808 | val_loss: 0.0311774 | Time: 2935.04 ms
[2020-12-23 15:19:26 main:581] : INFO : Epoch 608 | loss: 0.0311833 | val_loss: 0.0311834 | Time: 2909.39 ms
[2020-12-23 15:19:29 main:581] : INFO : Epoch 609 | loss: 0.0311827 | val_loss: 0.0311826 | Time: 2913.65 ms
[2020-12-23 15:19:32 main:581] : INFO : Epoch 610 | loss: 0.0311818 | val_loss: 0.0311792 | Time: 2911.54 ms
[2020-12-23 15:19:35 main:581] : INFO : Epoch 611 | loss: 0.0311805 | val_loss: 0.031178 | Time: 2913.98 ms
[2020-12-23 15:19:37 main:581] : INFO : Epoch 612 | loss: 0.0311824 | val_loss: 0.0311891 | Time: 2914.27 ms
[2020-12-23 15:19:40 main:581] : INFO : Epoch 613 | loss: 0.0311828 | val_loss: 0.0311797 | Time: 2918.82 ms
[2020-12-23 15:19:43 main:581] : INFO : Epoch 614 | loss: 0.0311808 | val_loss: 0.031183 | Time: 2910.49 ms
[2020-12-23 15:19:46 main:581] : INFO : Epoch 615 | loss: 0.0311818 | val_loss: 0.0311795 | Time: 2881.17 ms
[2020-12-23 15:19:49 main:581] : INFO : Epoch 616 | loss: 0.0311796 | val_loss: 0.0311777 | Time: 2886.79 ms
[2020-12-23 15:19:52 main:581] : INFO : Epoch 617 | loss: 0.0311824 | val_loss: 0.0311821 | Time: 2920.17 ms
[2020-12-23 15:19:55 main:581] : INFO : Epoch 618 | loss: 0.0311809 | val_loss: 0.0311789 | Time: 2918.36 ms
[2020-12-23 15:19:58 main:581] : INFO : Epoch 619 | loss: 0.0311806 | val_loss: 0.0311792 | Time: 2910.95 ms
[2020-12-23 15:20:01 main:581] : INFO : Epoch 620 | loss: 0.0311803 | val_loss: 0.0311779 | Time: 2939.02 ms
[2020-12-23 15:20:04 main:581] : INFO : Epoch 621 | loss: 0.0311786 | val_loss: 0.031177 | Time: 2870.04 ms
[2020-12-23 15:20:06 main:581] : INFO : Epoch 622 | loss: 0.0311787 | val_loss: 0.0311775 | Time: 2885.36 ms
[2020-12-23 15:20:09 main:581] : INFO : Epoch 623 | loss: 0.0311794 | val_loss: 0.0311775 | Time: 2886.79 ms
[2020-12-23 15:20:12 main:581] : INFO : Epoch 624 | loss: 0.0311798 | val_loss: 0.0311774 | Time: 2912.79 ms
[2020-12-23 15:20:15 main:581] : INFO : Epoch 625 | loss: 0.0311819 | val_loss: 0.0311853 | Time: 2912 ms
[2020-12-23 15:20:18 main:581] : INFO : Epoch 626 | loss: 0.0311802 | val_loss: 0.0311775 | Time: 2922.33 ms
[2020-12-23 15:20:21 main:581] : INFO : Epoch 627 | loss: 0.0311822 | val_loss: 0.0311776 | Time: 2937.12 ms
[2020-12-23 15:20:24 main:581] : INFO : Epoch 628 | loss: 0.0311812 | val_loss: 0.0311787 | Time: 2913.69 ms
[2020-12-23 15:20:27 main:581] : INFO : Epoch 629 | loss: 0.0311808 | val_loss: 0.0311798 | Time: 2908.33 ms
[2020-12-23 15:20:30 main:581] : INFO : Epoch 630 | loss: 0.0311793 | val_loss: 0.0311817 | Time: 2908.41 ms
[2020-12-23 15:20:33 main:581] : INFO : Epoch 631 | loss: 0.0311808 | val_loss: 0.0311785 | Time: 2903.04 ms
[2020-12-23 15:20:36 main:581] : INFO : Epoch 632 | loss: 0.0311797 | val_loss: 0.0311819 | Time: 2907.34 ms
[2020-12-23 15:20:39 main:581] : INFO : Epoch 633 | loss: 0.0311796 | val_loss: 0.0311783 | Time: 2910.11 ms
[2020-12-23 15:20:41 main:581] : INFO : Epoch 634 | loss: 0.0311782 | val_loss: 0.0311772 | Time: 2908.49 ms
[2020-12-23 15:20:44 main:581] : INFO : Epoch 635 | loss: 0.0311785 | val_loss: 0.0311786 | Time: 2900.76 ms
[2020-12-23 15:20:47 main:581] : INFO : Epoch 636 | loss: 0.0311784 | val_loss: 0.0311785 | Time: 2903.37 ms
[2020-12-23 15:20:50 main:581] : INFO : Epoch 637 | loss: 0.0311778 | val_loss: 0.031178 | Time: 2904.56 ms
[2020-12-23 15:20:53 main:581] : INFO : Epoch 638 | loss: 0.0311799 | val_loss: 0.0311789 | Time: 2941.44 ms
[2020-12-23 15:20:56 main:581] : INFO : Epoch 639 | loss: 0.0311812 | val_loss: 0.0311836 | Time: 2914.1 ms
[2020-12-23 15:20:59 main:581] : INFO : Epoch 640 | loss: 0.0311828 | val_loss: 0.0311779 | Time: 2913.1 ms
[2020-12-23 15:21:02 main:581] : INFO : Epoch 641 | loss: 0.0311792 | val_loss: 0.0311776 | Time: 2934.12 ms
[2020-12-23 15:21:05 main:581] : INFO : Epoch 642 | loss: 0.0311775 | val_loss: 0.0311764 | Time: 2905.76 ms
[2020-12-23 15:21:08 main:581] : INFO : Epoch 643 | loss: 0.0311778 | val_loss: 0.0311767 | Time: 2916.05 ms
[2020-12-23 15:21:11 main:581] : INFO : Epoch 644 | loss: 0.0311783 | val_loss: 0.0311779 | Time: 2909.11 ms
[2020-12-23 15:21:13 main:581] : INFO : Epoch 645 | loss: 0.0311776 | val_loss: 0.0311808 | Time: 2912.34 ms
[2020-12-23 15:21:16 main:581] : INFO : Epoch 646 | loss: 0.0311781 | val_loss: 0.0311771 | Time: 2897.68 ms
[2020-12-23 15:21:19 main:581] : INFO : Epoch 647 | loss: 0.0311794 | val_loss: 0.0311813 | Time: 2917.83 ms
[2020-12-23 15:21:22 main:581] : INFO : Epoch 648 | loss: 0.0311785 | val_loss: 0.0311777 | Time: 2938.25 ms
[2020-12-23 15:21:25 main:581] : INFO : Epoch 649 | loss: 0.031178 | val_loss: 0.031177 | Time: 2909.27 ms
[2020-12-23 15:21:28 main:581] : INFO : Epoch 650 | loss: 0.0311778 | val_loss: 0.0311782 | Time: 2917.28 ms
[2020-12-23 15:21:31 main:581] : INFO : Epoch 651 | loss: 0.0311781 | val_loss: 0.0311762 | Time: 2909.78 ms
[2020-12-23 15:21:34 main:581] : INFO : Epoch 652 | loss: 0.0311784 | val_loss: 0.0311776 | Time: 2906.61 ms
[2020-12-23 15:21:37 main:581] : INFO : Epoch 653 | loss: 0.0311785 | val_loss: 0.0311773 | Time: 2905.86 ms
[2020-12-23 15:21:40 main:581] : INFO : Epoch 654 | loss: 0.0311799 | val_loss: 0.0311784 | Time: 2913.36 ms
[2020-12-23 15:21:43 main:581] : INFO : Epoch 655 | loss: 0.0311773 | val_loss: 0.0311787 | Time: 2908.31 ms
[2020-12-23 15:21:46 main:581] : INFO : Epoch 656 | loss: 0.0311802 | val_loss: 0.0311822 | Time: 2911.66 ms
[2020-12-23 15:21:48 main:581] : INFO : Epoch 657 | loss: 0.0311794 | val_loss: 0.0311786 | Time: 2915.58 ms
[2020-12-23 15:21:51 main:581] : INFO : Epoch 658 | loss: 0.031177 | val_loss: 0.0311769 | Time: 2933.8 ms
[2020-12-23 15:21:54 main:581] : INFO : Epoch 659 | loss: 0.031178 | val_loss: 0.0311756 | Time: 2919.81 ms
[2020-12-23 15:21:57 main:581] : INFO : Epoch 660 | loss: 0.0311773 | val_loss: 0.0311759 | Time: 2919.07 ms
[2020-12-23 15:22:00 main:581] : INFO : Epoch 661 | loss: 0.0311771 | val_loss: 0.0311788 | Time: 2929.07 ms
[2020-12-23 15:22:03 main:581] : INFO : Epoch 662 | loss: 0.0311774 | val_loss: 0.0311796 | Time: 2908.26 ms
[2020-12-23 15:22:06 main:581] : INFO : Epoch 663 | loss: 0.0311779 | val_loss: 0.0311758 | Time: 2912.94 ms
[2020-12-23 15:22:09 main:581] : INFO : Epoch 664 | loss: 0.031177 | val_loss: 0.0311807 | Time: 2910.42 ms
[2020-12-23 15:22:12 main:581] : INFO : Epoch 665 | loss: 0.031181 | val_loss: 0.0311845 | Time: 2904.31 ms
[2020-12-23 15:22:15 main:581] : INFO : Epoch 666 | loss: 0.0311796 | val_loss: 0.031177 | Time: 2912.4 ms
[2020-12-23 15:22:18 main:581] : INFO : Epoch 667 | loss: 0.0311768 | val_loss: 0.0311753 | Time: 2912.31 ms
[2020-12-23 15:22:20 main:581] : INFO : Epoch 668 | loss: 0.0311771 | val_loss: 0.0311763 | Time: 2884.08 ms
[2020-12-23 15:22:23 main:581] : INFO : Epoch 669 | loss: 0.0311808 | val_loss: 0.0311802 | Time: 2925.39 ms
[2020-12-23 15:22:26 main:581] : INFO : Epoch 670 | loss: 0.0311781 | val_loss: 0.0311754 | Time: 2915.28 ms
[2020-12-23 15:22:29 main:581] : INFO : Epoch 671 | loss: 0.0311766 | val_loss: 0.0311757 | Time: 2886.62 ms
[2020-12-23 15:22:32 main:581] : INFO : Epoch 672 | loss: 0.0311761 | val_loss: 0.0311755 | Time: 2869.83 ms
[2020-12-23 15:22:35 main:581] : INFO : Epoch 673 | loss: 0.0311758 | val_loss: 0.0311758 | Time: 2913.48 ms
[2020-12-23 15:22:38 main:581] : INFO : Epoch 674 | loss: 0.0311773 | val_loss: 0.031176 | Time: 2916.97 ms
[2020-12-23 15:22:41 main:581] : INFO : Epoch 675 | loss: 0.0311761 | val_loss: 0.0311757 | Time: 2916.8 ms
[2020-12-23 15:22:44 main:581] : INFO : Epoch 676 | loss: 0.0311769 | val_loss: 0.0311787 | Time: 2910.66 ms
[2020-12-23 15:22:47 main:581] : INFO : Epoch 677 | loss: 0.0311792 | val_loss: 0.031182 | Time: 2897.94 ms
[2020-12-23 15:22:50 main:581] : INFO : Epoch 678 | loss: 0.0311821 | val_loss: 0.0311783 | Time: 2910.86 ms
[2020-12-23 15:22:52 main:581] : INFO : Epoch 679 | loss: 0.0311778 | val_loss: 0.0311774 | Time: 2938.35 ms
[2020-12-23 15:22:55 main:581] : INFO : Epoch 680 | loss: 0.0311767 | val_loss: 0.0311792 | Time: 2916.55 ms
[2020-12-23 15:22:58 main:581] : INFO : Epoch 681 | loss: 0.0311771 | val_loss: 0.0311751 | Time: 2906.35 ms
[2020-12-23 15:23:01 main:581] : INFO : Epoch 682 | loss: 0.0311753 | val_loss: 0.0311745 | Time: 2927.36 ms
[2020-12-23 15:23:04 main:581] : INFO : Epoch 683 | loss: 0.0311764 | val_loss: 0.0311868 | Time: 2906.67 ms
[2020-12-23 15:23:07 main:581] : INFO : Epoch 684 | loss: 0.0311776 | val_loss: 0.031179 | Time: 2915.5 ms
[2020-12-23 15:23:10 main:581] : INFO : Epoch 685 | loss: 0.0311776 | val_loss: 0.0311755 | Time: 2892.78 ms
[2020-12-23 15:23:13 main:581] : INFO : Epoch 686 | loss: 0.0311783 | val_loss: 0.0311779 | Time: 2882.8 ms
[2020-12-23 15:23:16 main:581] : INFO : Epoch 687 | loss: 0.0311821 | val_loss: 0.0311774 | Time: 2890.65 ms
[2020-12-23 15:23:19 main:581] : INFO : Epoch 688 | loss: 0.0311767 | val_loss: 0.0311754 | Time: 2899.9 ms
[2020-12-23 15:23:22 main:581] : INFO : Epoch 689 | loss: 0.031176 | val_loss: 0.0311839 | Time: 2939.23 ms
[2020-12-23 15:23:24 main:581] : INFO : Epoch 690 | loss: 0.031178 | val_loss: 0.0311801 | Time: 2909.01 ms
[2020-12-23 15:23:27 main:581] : INFO : Epoch 691 | loss: 0.0311779 | val_loss: 0.0311774 | Time: 2893.96 ms
[2020-12-23 15:23:30 main:581] : INFO : Epoch 692 | loss: 0.0311756 | val_loss: 0.0311753 | Time: 2889.93 ms
[2020-12-23 15:23:33 main:581] : INFO : Epoch 693 | loss: 0.0311758 | val_loss: 0.0311765 | Time: 2915.61 ms
[2020-12-23 15:23:36 main:581] : INFO : Epoch 694 | loss: 0.0311762 | val_loss: 0.0311771 | Time: 2912.1 ms
[2020-12-23 15:23:39 main:581] : INFO : Epoch 695 | loss: 0.0311772 | val_loss: 0.0311769 | Time: 2892.86 ms
[2020-12-23 15:23:42 main:581] : INFO : Epoch 696 | loss: 0.0311755 | val_loss: 0.0311762 | Time: 2911.48 ms
[2020-12-23 15:23:45 main:581] : INFO : Epoch 697 | loss: 0.0311771 | val_loss: 0.0311754 | Time: 2902.57 ms
[2020-12-23 15:23:48 main:581] : INFO : Epoch 698 | loss: 0.0311764 | val_loss: 0.0311767 | Time: 2908.66 ms
[2020-12-23 15:23:51 main:581] : INFO : Epoch 699 | loss: 0.031176 | val_loss: 0.0311762 | Time: 2903.3 ms
[2020-12-23 15:23:54 main:581] : INFO : Epoch 700 | loss: 0.0311756 | val_loss: 0.0311807 | Time: 2897.48 ms
[2020-12-23 15:23:56 main:581] : INFO : Epoch 701 | loss: 0.0311774 | val_loss: 0.031176 | Time: 2905.23 ms
[2020-12-23 15:23:59 main:581] : INFO : Epoch 702 | loss: 0.0311764 | val_loss: 0.0311756 | Time: 2906.59 ms
[2020-12-23 15:24:02 main:581] : INFO : Epoch 703 | loss: 0.031176 | val_loss: 0.0311751 | Time: 2929.44 ms
[2020-12-23 15:24:05 main:581] : INFO : Epoch 704 | loss: 0.0311759 | val_loss: 0.0311746 | Time: 2888.95 ms
[2020-12-23 15:24:08 main:581] : INFO : Epoch 705 | loss: 0.0311764 | val_loss: 0.0311764 | Time: 2909.31 ms
[2020-12-23 15:24:11 main:581] : INFO : Epoch 706 | loss: 0.0311779 | val_loss: 0.0311767 | Time: 2909.02 ms
[2020-12-23 15:24:14 main:581] : INFO : Epoch 707 | loss: 0.0311804 | val_loss: 0.0311866 | Time: 2912.31 ms
[2020-12-23 15:24:17 main:581] : INFO : Epoch 708 | loss: 0.0311803 | val_loss: 0.0311767 | Time: 2916.58 ms
[2020-12-23 15:24:20 main:581] : INFO : Epoch 709 | loss: 0.0311789 | val_loss: 0.031175 | Time: 2892.21 ms
[2020-12-23 15:24:23 main:581] : INFO : Epoch 710 | loss: 0.0311773 | val_loss: 0.0311799 | Time: 2924.95 ms
[2020-12-23 15:24:26 main:581] : INFO : Epoch 711 | loss: 0.0311793 | val_loss: 0.0311769 | Time: 2905.55 ms
[2020-12-23 15:24:28 main:581] : INFO : Epoch 712 | loss: 0.0311799 | val_loss: 0.0311763 | Time: 2921.23 ms
[2020-12-23 15:24:31 main:581] : INFO : Epoch 713 | loss: 0.0311776 | val_loss: 0.0311764 | Time: 2906.68 ms
[2020-12-23 15:24:34 main:581] : INFO : Epoch 714 | loss: 0.0311793 | val_loss: 0.0311764 | Time: 2890.24 ms
[2020-12-23 15:24:37 main:581] : INFO : Epoch 715 | loss: 0.0311775 | val_loss: 0.0311763 | Time: 2914.08 ms
[2020-12-23 15:24:40 main:581] : INFO : Epoch 716 | loss: 0.0311801 | val_loss: 0.0311756 | Time: 2919.48 ms
[2020-12-23 15:24:43 main:581] : INFO : Epoch 717 | loss: 0.0311777 | val_loss: 0.0311758 | Time: 2908.44 ms
[2020-12-23 15:24:46 main:581] : INFO : Epoch 718 | loss: 0.0311775 | val_loss: 0.0311765 | Time: 2907.57 ms
[2020-12-23 15:24:49 main:581] : INFO : Epoch 719 | loss: 0.0311768 | val_loss: 0.0311753 | Time: 2839.4 ms
[2020-12-23 15:24:52 main:581] : INFO : Epoch 720 | loss: 0.0311782 | val_loss: 0.0311775 | Time: 2860.23 ms
[2020-12-23 15:24:55 main:581] : INFO : Epoch 721 | loss: 0.03118 | val_loss: 0.0311758 | Time: 2910.69 ms
[2020-12-23 15:24:57 main:581] : INFO : Epoch 722 | loss: 0.0311784 | val_loss: 0.0311775 | Time: 2910.37 ms
[2020-12-23 15:25:00 main:581] : INFO : Epoch 723 | loss: 0.0311834 | val_loss: 0.0311872 | Time: 2927.71 ms
[2020-12-23 15:25:03 main:581] : INFO : Epoch 724 | loss: 0.031185 | val_loss: 0.0311861 | Time: 2904.06 ms
[2020-12-23 15:25:06 main:581] : INFO : Epoch 725 | loss: 0.031181 | val_loss: 0.0311801 | Time: 2911.11 ms
[2020-12-23 15:25:09 main:581] : INFO : Epoch 726 | loss: 0.0311793 | val_loss: 0.031177 | Time: 2920.33 ms
[2020-12-23 15:25:12 main:581] : INFO : Epoch 727 | loss: 0.0311776 | val_loss: 0.031178 | Time: 2901.9 ms
[2020-12-23 15:25:15 main:581] : INFO : Epoch 728 | loss: 0.0311787 | val_loss: 0.0311776 | Time: 2920 ms
[2020-12-23 15:25:18 main:581] : INFO : Epoch 729 | loss: 0.0311799 | val_loss: 0.0311845 | Time: 2912.5 ms
[2020-12-23 15:25:21 main:581] : INFO : Epoch 730 | loss: 0.0311775 | val_loss: 0.031177 | Time: 2909.35 ms
[2020-12-23 15:25:24 main:581] : INFO : Epoch 731 | loss: 0.0311793 | val_loss: 0.0311823 | Time: 2915.55 ms
[2020-12-23 15:25:27 main:581] : INFO : Epoch 732 | loss: 0.0311821 | val_loss: 0.03118 | Time: 2915.62 ms
[2020-12-23 15:25:29 main:581] : INFO : Epoch 733 | loss: 0.0311841 | val_loss: 0.031179 | Time: 2913.14 ms
[2020-12-23 15:25:32 main:581] : INFO : Epoch 734 | loss: 0.0311819 | val_loss: 0.0311785 | Time: 2912.61 ms
[2020-12-23 15:25:35 main:581] : INFO : Epoch 735 | loss: 0.0311788 | val_loss: 0.0311773 | Time: 2907.06 ms
[2020-12-23 15:25:38 main:581] : INFO : Epoch 736 | loss: 0.0311789 | val_loss: 0.0311779 | Time: 2912.27 ms
[2020-12-23 15:25:41 main:581] : INFO : Epoch 737 | loss: 0.0311799 | val_loss: 0.0311773 | Time: 2912.85 ms
[2020-12-23 15:25:44 main:581] : INFO : Epoch 738 | loss: 0.0311779 | val_loss: 0.0311765 | Time: 2903.35 ms
[2020-12-23 15:25:47 main:581] : INFO : Epoch 739 | loss: 0.0311775 | val_loss: 0.0311789 | Time: 2902.58 ms
[2020-12-23 15:25:50 main:581] : INFO : Epoch 740 | loss: 0.031179 | val_loss: 0.0311797 | Time: 2917.77 ms
[2020-12-23 15:25:53 main:581] : INFO : Epoch 741 | loss: 0.0311777 | val_loss: 0.031176 | Time: 2929.15 ms
[2020-12-23 15:25:56 main:581] : INFO : Epoch 742 | loss: 0.0311765 | val_loss: 0.031176 | Time: 2913.27 ms
[2020-12-23 15:25:59 main:581] : INFO : Epoch 743 | loss: 0.0311785 | val_loss: 0.0311767 | Time: 2912.84 ms
[2020-12-23 15:26:02 main:581] : INFO : Epoch 744 | loss: 0.0311793 | val_loss: 0.0311831 | Time: 2933.01 ms
[2020-12-23 15:26:04 main:581] : INFO : Epoch 745 | loss: 0.0311778 | val_loss: 0.0311786 | Time: 2920.23 ms
[2020-12-23 15:26:07 main:581] : INFO : Epoch 746 | loss: 0.0311763 | val_loss: 0.0311769 | Time: 2915.93 ms
[2020-12-23 15:26:10 main:581] : INFO : Epoch 747 | loss: 0.0311769 | val_loss: 0.0311768 | Time: 2918.09 ms
[2020-12-23 15:26:13 main:581] : INFO : Epoch 748 | loss: 0.0311794 | val_loss: 0.0311772 | Time: 2916.87 ms
[2020-12-23 15:26:16 main:581] : INFO : Epoch 749 | loss: 0.0311777 | val_loss: 0.0311777 | Time: 2911.03 ms
[2020-12-23 15:26:19 main:581] : INFO : Epoch 750 | loss: 0.031178 | val_loss: 0.0311818 | Time: 2912.67 ms
[2020-12-23 15:26:22 main:581] : INFO : Epoch 751 | loss: 0.0311802 | val_loss: 0.0311806 | Time: 2922.08 ms
[2020-12-23 15:26:25 main:581] : INFO : Epoch 752 | loss: 0.0311779 | val_loss: 0.0311768 | Time: 2911.59 ms
[2020-12-23 15:26:28 main:581] : INFO : Epoch 753 | loss: 0.0311803 | val_loss: 0.0311834 | Time: 2909.95 ms
[2020-12-23 15:26:31 main:581] : INFO : Epoch 754 | loss: 0.0311772 | val_loss: 0.0311765 | Time: 2910.66 ms
[2020-12-23 15:26:34 main:581] : INFO : Epoch 755 | loss: 0.0311785 | val_loss: 0.0311805 | Time: 2911.63 ms
[2020-12-23 15:26:37 main:581] : INFO : Epoch 756 | loss: 0.03118 | val_loss: 0.0311819 | Time: 2904.39 ms
[2020-12-23 15:26:39 main:581] : INFO : Epoch 757 | loss: 0.0311802 | val_loss: 0.0311912 | Time: 2914.17 ms
[2020-12-23 15:26:42 main:581] : INFO : Epoch 758 | loss: 0.0311789 | val_loss: 0.0311841 | Time: 2913.93 ms
[2020-12-23 15:26:45 main:581] : INFO : Epoch 759 | loss: 0.0311806 | val_loss: 0.0311819 | Time: 2917.98 ms
[2020-12-23 15:26:48 main:581] : INFO : Epoch 760 | loss: 0.0311775 | val_loss: 0.0311802 | Time: 2914.17 ms
[2020-12-23 15:26:51 main:581] : INFO : Epoch 761 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 2926.65 ms
[2020-12-23 15:26:54 main:581] : INFO : Epoch 762 | loss: 0.031178 | val_loss: 0.0311779 | Time: 2918.11 ms
[2020-12-23 15:26:57 main:581] : INFO : Epoch 763 | loss: 0.0311803 | val_loss: 0.031178 | Time: 2872.72 ms
[2020-12-23 15:27:00 main:581] : INFO : Epoch 764 | loss: 0.0311803 | val_loss: 0.0311781 | Time: 2920.14 ms
[2020-12-23 15:27:03 main:581] : INFO : Epoch 765 | loss: 0.0311803 | val_loss: 0.0311797 | Time: 2910.42 ms
[2020-12-23 15:27:06 main:581] : INFO : Epoch 766 | loss: 0.0311776 | val_loss: 0.0311781 | Time: 2903.57 ms
[2020-12-23 15:27:09 main:581] : INFO : Epoch 767 | loss: 0.0311759 | val_loss: 0.0311771 | Time: 2923.47 ms
[2020-12-23 15:27:11 main:581] : INFO : Epoch 768 | loss: 0.0311754 | val_loss: 0.0311766 | Time: 2906.64 ms
[2020-12-23 15:27:14 main:581] : INFO : Epoch 769 | loss: 0.0311749 | val_loss: 0.0311795 | Time: 2915.97 ms
[2020-12-23 15:27:17 main:581] : INFO : Epoch 770 | loss: 0.0311785 | val_loss: 0.0311817 | Time: 2889.01 ms
[2020-12-23 15:27:20 main:581] : INFO : Epoch 771 | loss: 0.0311787 | val_loss: 0.031189 | Time: 2915.62 ms
[2020-12-23 15:27:23 main:581] : INFO : Epoch 772 | loss: 0.0311823 | val_loss: 0.0311824 | Time: 2908.72 ms
[2020-12-23 15:27:26 main:581] : INFO : Epoch 773 | loss: 0.0311797 | val_loss: 0.0311861 | Time: 2903.14 ms
[2020-12-23 15:27:29 main:581] : INFO : Epoch 774 | loss: 0.0311776 | val_loss: 0.0311769 | Time: 2917.09 ms
[2020-12-23 15:27:32 main:581] : INFO : Epoch 775 | loss: 0.0311759 | val_loss: 0.0311778 | Time: 2911.53 ms
[2020-12-23 15:27:35 main:581] : INFO : Epoch 776 | loss: 0.0311757 | val_loss: 0.0311809 | Time: 2908.83 ms
[2020-12-23 15:27:38 main:581] : INFO : Epoch 777 | loss: 0.0311768 | val_loss: 0.0311838 | Time: 2903.43 ms
[2020-12-23 15:27:41 main:581] : INFO : Epoch 778 | loss: 0.0311794 | val_loss: 0.0311793 | Time: 2889.67 ms
[2020-12-23 15:27:43 main:581] : INFO : Epoch 779 | loss: 0.0311764 | val_loss: 0.0311791 | Time: 2921.03 ms
[2020-12-23 15:27:46 main:581] : INFO : Epoch 780 | loss: 0.0311757 | val_loss: 0.0311804 | Time: 2906.38 ms
[2020-12-23 15:27:49 main:581] : INFO : Epoch 781 | loss: 0.031176 | val_loss: 0.0311777 | Time: 2911.15 ms
[2020-12-23 15:27:52 main:581] : INFO : Epoch 782 | loss: 0.0311807 | val_loss: 0.0311866 | Time: 2922.38 ms
[2020-12-23 15:27:55 main:581] : INFO : Epoch 783 | loss: 0.0311794 | val_loss: 0.0311778 | Time: 2914.62 ms
[2020-12-23 15:27:58 main:581] : INFO : Epoch 784 | loss: 0.0311774 | val_loss: 0.0311781 | Time: 2889.78 ms
[2020-12-23 15:28:01 main:581] : INFO : Epoch 785 | loss: 0.0311769 | val_loss: 0.0311773 | Time: 2928.31 ms
[2020-12-23 15:28:04 main:581] : INFO : Epoch 786 | loss: 0.0311765 | val_loss: 0.0311796 | Time: 2885 ms
[2020-12-23 15:28:07 main:581] : INFO : Epoch 787 | loss: 0.0311767 | val_loss: 0.0311775 | Time: 2909.56 ms
[2020-12-23 15:28:10 main:581] : INFO : Epoch 788 | loss: 0.0311765 | val_loss: 0.0311778 | Time: 2902.72 ms
[2020-12-23 15:28:13 main:581] : INFO : Epoch 789 | loss: 0.0311776 | val_loss: 0.031178 | Time: 2903.47 ms
[2020-12-23 15:28:15 main:581] : INFO : Epoch 790 | loss: 0.0311743 | val_loss: 0.0311766 | Time: 2903.86 ms
[2020-12-23 15:28:18 main:581] : INFO : Epoch 791 | loss: 0.0311743 | val_loss: 0.0311827 | Time: 2911.16 ms
[2020-12-23 15:28:21 main:581] : INFO : Epoch 792 | loss: 0.0311762 | val_loss: 0.031177 | Time: 2927.29 ms
[2020-12-23 15:28:24 main:581] : INFO : Epoch 793 | loss: 0.0311771 | val_loss: 0.0311804 | Time: 2905.54 ms
[2020-12-23 15:28:27 main:581] : INFO : Epoch 794 | loss: 0.0311773 | val_loss: 0.0311792 | Time: 2918.75 ms
[2020-12-23 15:28:30 main:581] : INFO : Epoch 795 | loss: 0.0311776 | val_loss: 0.0311784 | Time: 2919.11 ms
[2020-12-23 15:28:33 main:581] : INFO : Epoch 796 | loss: 0.0311747 | val_loss: 0.0311788 | Time: 2911.1 ms
[2020-12-23 15:28:36 main:581] : INFO : Epoch 797 | loss: 0.0311756 | val_loss: 0.0311789 | Time: 2916.23 ms
[2020-12-23 15:28:39 main:581] : INFO : Epoch 798 | loss: 0.0311776 | val_loss: 0.0311777 | Time: 2916 ms
[2020-12-23 15:28:42 main:581] : INFO : Epoch 799 | loss: 0.0311753 | val_loss: 0.0311767 | Time: 2901.17 ms
[2020-12-23 15:28:45 main:581] : INFO : Epoch 800 | loss: 0.0311762 | val_loss: 0.0311775 | Time: 2916.55 ms
[2020-12-23 15:28:47 main:581] : INFO : Epoch 801 | loss: 0.031175 | val_loss: 0.0311762 | Time: 2913.46 ms
[2020-12-23 15:28:50 main:581] : INFO : Epoch 802 | loss: 0.0311751 | val_loss: 0.0311766 | Time: 2911.75 ms
[2020-12-23 15:28:53 main:581] : INFO : Epoch 803 | loss: 0.0311747 | val_loss: 0.0311767 | Time: 2933.62 ms
[2020-12-23 15:28:56 main:581] : INFO : Epoch 804 | loss: 0.0311757 | val_loss: 0.0311769 | Time: 2840.57 ms
[2020-12-23 15:28:59 main:581] : INFO : Epoch 805 | loss: 0.0311765 | val_loss: 0.0311787 | Time: 2916.39 ms
[2020-12-23 15:29:02 main:581] : INFO : Epoch 806 | loss: 0.0311791 | val_loss: 0.0311844 | Time: 2931.45 ms
[2020-12-23 15:29:05 main:581] : INFO : Epoch 807 | loss: 0.0311777 | val_loss: 0.0311841 | Time: 2918.51 ms
[2020-12-23 15:29:08 main:581] : INFO : Epoch 808 | loss: 0.0311778 | val_loss: 0.031178 | Time: 2915.83 ms
[2020-12-23 15:29:11 main:581] : INFO : Epoch 809 | loss: 0.0311749 | val_loss: 0.0311801 | Time: 2896.75 ms
[2020-12-23 15:29:14 main:581] : INFO : Epoch 810 | loss: 0.031176 | val_loss: 0.0311776 | Time: 2907.59 ms
[2020-12-23 15:29:17 main:581] : INFO : Epoch 811 | loss: 0.0311758 | val_loss: 0.0311818 | Time: 2920.48 ms
[2020-12-23 15:29:19 main:581] : INFO : Epoch 812 | loss: 0.0311784 | val_loss: 0.0311827 | Time: 2887.82 ms
[2020-12-23 15:29:22 main:581] : INFO : Epoch 813 | loss: 0.031176 | val_loss: 0.031179 | Time: 2911.43 ms
[2020-12-23 15:29:25 main:581] : INFO : Epoch 814 | loss: 0.0311787 | val_loss: 0.0311848 | Time: 2908.03 ms
[2020-12-23 15:29:28 main:581] : INFO : Epoch 815 | loss: 0.0311773 | val_loss: 0.0311775 | Time: 2910.68 ms
[2020-12-23 15:29:31 main:581] : INFO : Epoch 816 | loss: 0.0311757 | val_loss: 0.0311791 | Time: 2906.81 ms
[2020-12-23 15:29:34 main:581] : INFO : Epoch 817 | loss: 0.0311755 | val_loss: 0.0311797 | Time: 2915.45 ms
[2020-12-23 15:29:37 main:581] : INFO : Epoch 818 | loss: 0.0311789 | val_loss: 0.0311778 | Time: 2905.27 ms
[2020-12-23 15:29:40 main:581] : INFO : Epoch 819 | loss: 0.0311762 | val_loss: 0.0311802 | Time: 2908.06 ms
[2020-12-23 15:29:43 main:581] : INFO : Epoch 820 | loss: 0.031175 | val_loss: 0.0311761 | Time: 2906.5 ms
[2020-12-23 15:29:46 main:581] : INFO : Epoch 821 | loss: 0.0311746 | val_loss: 0.0311782 | Time: 2909.75 ms
[2020-12-23 15:29:49 main:581] : INFO : Epoch 822 | loss: 0.0311756 | val_loss: 0.0311861 | Time: 2909.53 ms
[2020-12-23 15:29:52 main:581] : INFO : Epoch 823 | loss: 0.0311786 | val_loss: 0.0311785 | Time: 2936.19 ms
[2020-12-23 15:29:54 main:581] : INFO : Epoch 824 | loss: 0.0311805 | val_loss: 0.031188 | Time: 2908.71 ms
[2020-12-23 15:29:57 main:581] : INFO : Epoch 825 | loss: 0.0311834 | val_loss: 0.0311819 | Time: 2912.15 ms
[2020-12-23 15:30:00 main:581] : INFO : Epoch 826 | loss: 0.0311768 | val_loss: 0.0311773 | Time: 2939.45 ms
[2020-12-23 15:30:03 main:581] : INFO : Epoch 827 | loss: 0.0311752 | val_loss: 0.0311778 | Time: 2921.99 ms
[2020-12-23 15:30:06 main:581] : INFO : Epoch 828 | loss: 0.0311762 | val_loss: 0.031177 | Time: 2919.85 ms
[2020-12-23 15:30:09 main:581] : INFO : Epoch 829 | loss: 0.0311763 | val_loss: 0.0311799 | Time: 2896.01 ms
[2020-12-23 15:30:12 main:581] : INFO : Epoch 830 | loss: 0.0311794 | val_loss: 0.0311796 | Time: 2875.06 ms
[2020-12-23 15:30:15 main:581] : INFO : Epoch 831 | loss: 0.0311769 | val_loss: 0.0311789 | Time: 2894.21 ms
[2020-12-23 15:30:18 main:581] : INFO : Epoch 832 | loss: 0.0311768 | val_loss: 0.0311775 | Time: 2912.05 ms
[2020-12-23 15:30:21 main:581] : INFO : Epoch 833 | loss: 0.0311752 | val_loss: 0.0311789 | Time: 2922.88 ms
[2020-12-23 15:30:24 main:581] : INFO : Epoch 834 | loss: 0.0311751 | val_loss: 0.0311769 | Time: 2907.95 ms
[2020-12-23 15:30:26 main:581] : INFO : Epoch 835 | loss: 0.0311744 | val_loss: 0.0311775 | Time: 2872.98 ms
[2020-12-23 15:30:29 main:581] : INFO : Epoch 836 | loss: 0.0311752 | val_loss: 0.0311823 | Time: 2876.49 ms
[2020-12-23 15:30:32 main:581] : INFO : Epoch 837 | loss: 0.0311775 | val_loss: 0.0311765 | Time: 2884.4 ms
[2020-12-23 15:30:35 main:581] : INFO : Epoch 838 | loss: 0.0311744 | val_loss: 0.0311863 | Time: 2872.86 ms
[2020-12-23 15:30:38 main:581] : INFO : Epoch 839 | loss: 0.0311785 | val_loss: 0.031178 | Time: 2903.77 ms
[2020-12-23 15:30:41 main:581] : INFO : Epoch 840 | loss: 0.0311783 | val_loss: 0.0311769 | Time: 2890.89 ms
[2020-12-23 15:30:44 main:581] : INFO : Epoch 841 | loss: 0.0311779 | val_loss: 0.0311771 | Time: 2880.36 ms
[2020-12-23 15:30:47 main:581] : INFO : Epoch 842 | loss: 0.0311765 | val_loss: 0.0311782 | Time: 2909.73 ms
[2020-12-23 15:30:50 main:581] : INFO : Epoch 843 | loss: 0.0311746 | val_loss: 0.0311773 | Time: 2920.43 ms
[2020-12-23 15:30:52 main:581] : INFO : Epoch 844 | loss: 0.0311739 | val_loss: 0.031178 | Time: 2931.97 ms
[2020-12-23 15:30:55 main:581] : INFO : Epoch 845 | loss: 0.0311757 | val_loss: 0.0311804 | Time: 2877.16 ms
[2020-12-23 15:30:58 main:581] : INFO : Epoch 846 | loss: 0.0311743 | val_loss: 0.031176 | Time: 2854.7 ms
[2020-12-23 15:31:01 main:581] : INFO : Epoch 847 | loss: 0.0311764 | val_loss: 0.0311809 | Time: 2920.04 ms
[2020-12-23 15:31:04 main:581] : INFO : Epoch 848 | loss: 0.0311777 | val_loss: 0.0311782 | Time: 2907.38 ms
[2020-12-23 15:31:07 main:581] : INFO : Epoch 849 | loss: 0.0311776 | val_loss: 0.0311783 | Time: 2909.04 ms
[2020-12-23 15:31:10 main:581] : INFO : Epoch 850 | loss: 0.0311744 | val_loss: 0.031177 | Time: 2877.75 ms
[2020-12-23 15:31:13 main:581] : INFO : Epoch 851 | loss: 0.031174 | val_loss: 0.031177 | Time: 2905.86 ms
[2020-12-23 15:31:16 main:581] : INFO : Epoch 852 | loss: 0.0311768 | val_loss: 0.0311814 | Time: 2914.28 ms
[2020-12-23 15:31:19 main:581] : INFO : Epoch 853 | loss: 0.0311787 | val_loss: 0.0311951 | Time: 2908.21 ms
[2020-12-23 15:31:21 main:581] : INFO : Epoch 854 | loss: 0.0311784 | val_loss: 0.0311763 | Time: 2934.81 ms
[2020-12-23 15:31:24 main:581] : INFO : Epoch 855 | loss: 0.0311737 | val_loss: 0.0311767 | Time: 2915.5 ms
[2020-12-23 15:31:27 main:581] : INFO : Epoch 856 | loss: 0.031175 | val_loss: 0.0311777 | Time: 2908.68 ms
[2020-12-23 15:31:30 main:581] : INFO : Epoch 857 | loss: 0.0311736 | val_loss: 0.0311786 | Time: 2916.31 ms
[2020-12-23 15:31:33 main:581] : INFO : Epoch 858 | loss: 0.0311754 | val_loss: 0.0311784 | Time: 2908.06 ms
[2020-12-23 15:31:36 main:581] : INFO : Epoch 859 | loss: 0.031175 | val_loss: 0.0311793 | Time: 2916.86 ms
[2020-12-23 15:31:39 main:581] : INFO : Epoch 860 | loss: 0.0311762 | val_loss: 0.0311781 | Time: 2905.21 ms
[2020-12-23 15:31:42 main:581] : INFO : Epoch 861 | loss: 0.0311741 | val_loss: 0.0311795 | Time: 2910.45 ms
[2020-12-23 15:31:45 main:581] : INFO : Epoch 862 | loss: 0.0311745 | val_loss: 0.031184 | Time: 2916.44 ms
[2020-12-23 15:31:48 main:581] : INFO : Epoch 863 | loss: 0.0311748 | val_loss: 0.0311802 | Time: 2907.67 ms
[2020-12-23 15:31:51 main:581] : INFO : Epoch 864 | loss: 0.0311759 | val_loss: 0.0311827 | Time: 2917.16 ms
[2020-12-23 15:31:54 main:581] : INFO : Epoch 865 | loss: 0.0311751 | val_loss: 0.0311801 | Time: 2910.19 ms
[2020-12-23 15:31:56 main:581] : INFO : Epoch 866 | loss: 0.0311749 | val_loss: 0.0311777 | Time: 2913.83 ms
[2020-12-23 15:31:59 main:581] : INFO : Epoch 867 | loss: 0.031175 | val_loss: 0.0311782 | Time: 2917.46 ms
[2020-12-23 15:32:02 main:581] : INFO : Epoch 868 | loss: 0.0311775 | val_loss: 0.0311775 | Time: 2936.26 ms
[2020-12-23 15:32:05 main:581] : INFO : Epoch 869 | loss: 0.0311758 | val_loss: 0.0311813 | Time: 2918.49 ms
[2020-12-23 15:32:08 main:581] : INFO : Epoch 870 | loss: 0.0311763 | val_loss: 0.0311843 | Time: 2923.62 ms
[2020-12-23 15:32:11 main:581] : INFO : Epoch 871 | loss: 0.0311769 | val_loss: 0.0311815 | Time: 2911.95 ms
[2020-12-23 15:32:14 main:581] : INFO : Epoch 872 | loss: 0.0311735 | val_loss: 0.031178 | Time: 2899.62 ms
[2020-12-23 15:32:17 main:581] : INFO : Epoch 873 | loss: 0.0311734 | val_loss: 0.0311836 | Time: 2918.95 ms
[2020-12-23 15:32:20 main:581] : INFO : Epoch 874 | loss: 0.0311757 | val_loss: 0.0311889 | Time: 2906.18 ms
[2020-12-23 15:32:23 main:581] : INFO : Epoch 875 | loss: 0.031177 | val_loss: 0.0311804 | Time: 2922.33 ms
[2020-12-23 15:32:26 main:581] : INFO : Epoch 876 | loss: 0.0311733 | val_loss: 0.0311795 | Time: 2910 ms
[2020-12-23 15:32:29 main:581] : INFO : Epoch 877 | loss: 0.0311744 | val_loss: 0.0311783 | Time: 2902.39 ms
[2020-12-23 15:32:31 main:581] : INFO : Epoch 878 | loss: 0.0311726 | val_loss: 0.0311781 | Time: 2905.35 ms
[2020-12-23 15:32:34 main:581] : INFO : Epoch 879 | loss: 0.0311728 | val_loss: 0.0311787 | Time: 2917.17 ms
[2020-12-23 15:32:37 main:581] : INFO : Epoch 880 | loss: 0.0311746 | val_loss: 0.0311812 | Time: 2913.32 ms
[2020-12-23 15:32:40 main:581] : INFO : Epoch 881 | loss: 0.031173 | val_loss: 0.0311769 | Time: 2915.48 ms
[2020-12-23 15:32:43 main:581] : INFO : Epoch 882 | loss: 0.031174 | val_loss: 0.0311794 | Time: 2899.81 ms
[2020-12-23 15:32:46 main:581] : INFO : Epoch 883 | loss: 0.031176 | val_loss: 0.031185 | Time: 2911.33 ms
[2020-12-23 15:32:49 main:581] : INFO : Epoch 884 | loss: 0.0311758 | val_loss: 0.0311868 | Time: 2917.51 ms
[2020-12-23 15:32:52 main:581] : INFO : Epoch 885 | loss: 0.0311751 | val_loss: 0.0311795 | Time: 2925.67 ms
[2020-12-23 15:32:55 main:581] : INFO : Epoch 886 | loss: 0.0311755 | val_loss: 0.0311779 | Time: 2899.36 ms
[2020-12-23 15:32:58 main:581] : INFO : Epoch 887 | loss: 0.0311727 | val_loss: 0.0311773 | Time: 2911.29 ms
[2020-12-23 15:33:01 main:581] : INFO : Epoch 888 | loss: 0.0311747 | val_loss: 0.0311805 | Time: 2940.72 ms
[2020-12-23 15:33:03 main:581] : INFO : Epoch 889 | loss: 0.0311735 | val_loss: 0.0311787 | Time: 2913.24 ms
[2020-12-23 15:33:06 main:581] : INFO : Epoch 890 | loss: 0.0311726 | val_loss: 0.031177 | Time: 2907.24 ms
[2020-12-23 15:33:09 main:581] : INFO : Epoch 891 | loss: 0.0311723 | val_loss: 0.031178 | Time: 2906.57 ms
[2020-12-23 15:33:12 main:581] : INFO : Epoch 892 | loss: 0.031173 | val_loss: 0.0311777 | Time: 2913.52 ms
[2020-12-23 15:33:15 main:581] : INFO : Epoch 893 | loss: 0.0311732 | val_loss: 0.0311784 | Time: 2909.36 ms
[2020-12-23 15:33:18 main:581] : INFO : Epoch 894 | loss: 0.0311723 | val_loss: 0.0311775 | Time: 2915.03 ms
[2020-12-23 15:33:21 main:581] : INFO : Epoch 895 | loss: 0.0311773 | val_loss: 0.0311788 | Time: 2937.71 ms
[2020-12-23 15:33:24 main:581] : INFO : Epoch 896 | loss: 0.0311761 | val_loss: 0.0311832 | Time: 2911.78 ms
[2020-12-23 15:33:27 main:581] : INFO : Epoch 897 | loss: 0.0311752 | val_loss: 0.0311804 | Time: 2909.51 ms
[2020-12-23 15:33:30 main:581] : INFO : Epoch 898 | loss: 0.0311737 | val_loss: 0.031177 | Time: 2912.48 ms
[2020-12-23 15:33:33 main:581] : INFO : Epoch 899 | loss: 0.0311722 | val_loss: 0.0311778 | Time: 2913.29 ms
[2020-12-23 15:33:36 main:581] : INFO : Epoch 900 | loss: 0.0311743 | val_loss: 0.0311801 | Time: 2914.71 ms
[2020-12-23 15:33:38 main:581] : INFO : Epoch 901 | loss: 0.0311748 | val_loss: 0.0311791 | Time: 2901.27 ms
[2020-12-23 15:33:41 main:581] : INFO : Epoch 902 | loss: 0.0311738 | val_loss: 0.0311805 | Time: 2869.7 ms
[2020-12-23 15:33:44 main:581] : INFO : Epoch 903 | loss: 0.0311731 | val_loss: 0.031177 | Time: 2874.43 ms
[2020-12-23 15:33:47 main:581] : INFO : Epoch 904 | loss: 0.0311744 | val_loss: 0.0311792 | Time: 2920.9 ms
[2020-12-23 15:33:50 main:581] : INFO : Epoch 905 | loss: 0.0311733 | val_loss: 0.0311776 | Time: 2917.78 ms
[2020-12-23 15:33:53 main:581] : INFO : Epoch 906 | loss: 0.0311728 | val_loss: 0.0311837 | Time: 2902.34 ms
[2020-12-23 15:33:56 main:581] : INFO : Epoch 907 | loss: 0.0311742 | val_loss: 0.0311797 | Time: 2915.92 ms
[2020-12-23 15:33:59 main:581] : INFO : Epoch 908 | loss: 0.0311741 | val_loss: 0.0311805 | Time: 2914.43 ms
[2020-12-23 15:34:02 main:581] : INFO : Epoch 909 | loss: 0.0311758 | val_loss: 0.0311873 | Time: 2931.2 ms
[2020-12-23 15:34:05 main:581] : INFO : Epoch 910 | loss: 0.0311757 | val_loss: 0.0311783 | Time: 2913.83 ms
[2020-12-23 15:34:08 main:581] : INFO : Epoch 911 | loss: 0.0311746 | val_loss: 0.0311804 | Time: 2914.88 ms
[2020-12-23 15:34:10 main:581] : INFO : Epoch 912 | loss: 0.0311766 | val_loss: 0.0311859 | Time: 2910.76 ms
[2020-12-23 15:34:13 main:581] : INFO : Epoch 913 | loss: 0.031179 | val_loss: 0.0311844 | Time: 2910.53 ms
[2020-12-23 15:34:16 main:581] : INFO : Epoch 914 | loss: 0.0311739 | val_loss: 0.0311772 | Time: 2899.59 ms
[2020-12-23 15:34:19 main:581] : INFO : Epoch 915 | loss: 0.0311746 | val_loss: 0.0311762 | Time: 2922.75 ms
[2020-12-23 15:34:22 main:581] : INFO : Epoch 916 | loss: 0.0311737 | val_loss: 0.0311777 | Time: 2936.56 ms
[2020-12-23 15:34:25 main:581] : INFO : Epoch 917 | loss: 0.0311742 | val_loss: 0.031181 | Time: 2917.02 ms
[2020-12-23 15:34:28 main:581] : INFO : Epoch 918 | loss: 0.0311739 | val_loss: 0.0311832 | Time: 2905.36 ms
[2020-12-23 15:34:31 main:581] : INFO : Epoch 919 | loss: 0.0311748 | val_loss: 0.0311775 | Time: 2881.68 ms
[2020-12-23 15:34:34 main:581] : INFO : Epoch 920 | loss: 0.0311737 | val_loss: 0.0311773 | Time: 2917.88 ms
[2020-12-23 15:34:37 main:581] : INFO : Epoch 921 | loss: 0.031173 | val_loss: 0.0311775 | Time: 2912.35 ms
[2020-12-23 15:34:40 main:581] : INFO : Epoch 922 | loss: 0.0311723 | val_loss: 0.0311787 | Time: 2886.11 ms
[2020-12-23 15:34:42 main:581] : INFO : Epoch 923 | loss: 0.0311732 | val_loss: 0.0311809 | Time: 2909.15 ms
[2020-12-23 15:34:45 main:581] : INFO : Epoch 924 | loss: 0.0311752 | val_loss: 0.0311795 | Time: 2907.45 ms
[2020-12-23 15:34:48 main:581] : INFO : Epoch 925 | loss: 0.0311745 | val_loss: 0.0311771 | Time: 2910.8 ms
[2020-12-23 15:34:51 main:581] : INFO : Epoch 926 | loss: 0.031173 | val_loss: 0.0311776 | Time: 2935.01 ms
[2020-12-23 15:34:54 main:581] : INFO : Epoch 927 | loss: 0.0311729 | val_loss: 0.0311781 | Time: 2907.37 ms
[2020-12-23 15:34:57 main:581] : INFO : Epoch 928 | loss: 0.0311747 | val_loss: 0.0311853 | Time: 2910.21 ms
[2020-12-23 15:35:00 main:581] : INFO : Epoch 929 | loss: 0.0311813 | val_loss: 0.0311886 | Time: 2931.5 ms
[2020-12-23 15:35:03 main:581] : INFO : Epoch 930 | loss: 0.0311745 | val_loss: 0.0311786 | Time: 2913.92 ms
[2020-12-23 15:35:06 main:581] : INFO : Epoch 931 | loss: 0.0311725 | val_loss: 0.031178 | Time: 2914.34 ms
[2020-12-23 15:35:09 main:581] : INFO : Epoch 932 | loss: 0.0311726 | val_loss: 0.0311819 | Time: 2916.38 ms
[2020-12-23 15:35:12 main:581] : INFO : Epoch 933 | loss: 0.0311737 | val_loss: 0.0311769 | Time: 2883.17 ms
[2020-12-23 15:35:15 main:581] : INFO : Epoch 934 | loss: 0.031172 | val_loss: 0.0311794 | Time: 2914.85 ms
[2020-12-23 15:35:17 main:581] : INFO : Epoch 935 | loss: 0.0311717 | val_loss: 0.0311779 | Time: 2914.61 ms
[2020-12-23 15:35:20 main:581] : INFO : Epoch 936 | loss: 0.0311722 | val_loss: 0.0311766 | Time: 2907.47 ms
[2020-12-23 15:35:23 main:581] : INFO : Epoch 937 | loss: 0.0311726 | val_loss: 0.0311773 | Time: 2923.34 ms
[2020-12-23 15:35:26 main:581] : INFO : Epoch 938 | loss: 0.0311726 | val_loss: 0.0311769 | Time: 2918.56 ms
[2020-12-23 15:35:29 main:581] : INFO : Epoch 939 | loss: 0.0311722 | val_loss: 0.0311786 | Time: 2913.36 ms
[2020-12-23 15:35:32 main:581] : INFO : Epoch 940 | loss: 0.0311727 | val_loss: 0.0311781 | Time: 2922.41 ms
[2020-12-23 15:35:35 main:581] : INFO : Epoch 941 | loss: 0.0311729 | val_loss: 0.031187 | Time: 2916.26 ms
[2020-12-23 15:35:38 main:581] : INFO : Epoch 942 | loss: 0.0311733 | val_loss: 0.0311766 | Time: 2899.6 ms
[2020-12-23 15:35:41 main:581] : INFO : Epoch 943 | loss: 0.0311722 | val_loss: 0.0311782 | Time: 2915.75 ms
[2020-12-23 15:35:44 main:581] : INFO : Epoch 944 | loss: 0.031175 | val_loss: 0.0311794 | Time: 2903.87 ms
[2020-12-23 15:35:47 main:581] : INFO : Epoch 945 | loss: 0.0311733 | val_loss: 0.0311771 | Time: 2883.98 ms
[2020-12-23 15:35:49 main:581] : INFO : Epoch 946 | loss: 0.0311737 | val_loss: 0.031177 | Time: 2902.73 ms
[2020-12-23 15:35:52 main:581] : INFO : Epoch 947 | loss: 0.0311748 | val_loss: 0.0311773 | Time: 2938.14 ms
[2020-12-23 15:35:55 main:581] : INFO : Epoch 948 | loss: 0.0311738 | val_loss: 0.031176 | Time: 2912.29 ms
[2020-12-23 15:35:58 main:581] : INFO : Epoch 949 | loss: 0.0311743 | val_loss: 0.031184 | Time: 2911.64 ms
[2020-12-23 15:36:01 main:581] : INFO : Epoch 950 | loss: 0.0311772 | val_loss: 0.0311769 | Time: 2935.64 ms
[2020-12-23 15:36:04 main:581] : INFO : Epoch 951 | loss: 0.0311738 | val_loss: 0.031178 | Time: 2912.07 ms
[2020-12-23 15:36:07 main:581] : INFO : Epoch 952 | loss: 0.0311741 | val_loss: 0.03118 | Time: 2912.45 ms
[2020-12-23 15:36:10 main:581] : INFO : Epoch 953 | loss: 0.0311741 | val_loss: 0.0311767 | Time: 2906.74 ms
[2020-12-23 15:36:13 main:581] : INFO : Epoch 954 | loss: 0.0311757 | val_loss: 0.0311779 | Time: 2915.56 ms
[2020-12-23 15:36:16 main:581] : INFO : Epoch 955 | loss: 0.0311753 | val_loss: 0.0311788 | Time: 2913.7 ms
[2020-12-23 15:36:19 main:581] : INFO : Epoch 956 | loss: 0.0311751 | val_loss: 0.0311785 | Time: 2907.9 ms
[2020-12-23 15:36:22 main:581] : INFO : Epoch 957 | loss: 0.031174 | val_loss: 0.0311787 | Time: 2934.52 ms
[2020-12-23 15:36:24 main:581] : INFO : Epoch 958 | loss: 0.0311754 | val_loss: 0.031178 | Time: 2902.68 ms
[2020-12-23 15:36:27 main:581] : INFO : Epoch 959 | loss: 0.0311727 | val_loss: 0.0311815 | Time: 2918.42 ms
[2020-12-23 15:36:30 main:581] : INFO : Epoch 960 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 2912.91 ms
[2020-12-23 15:36:33 main:581] : INFO : Epoch 961 | loss: 0.031184 | val_loss: 0.0311791 | Time: 2915.73 ms
[2020-12-23 15:36:36 main:581] : INFO : Epoch 962 | loss: 0.0311785 | val_loss: 0.0311799 | Time: 2922.37 ms
[2020-12-23 15:36:39 main:581] : INFO : Epoch 963 | loss: 0.0311762 | val_loss: 0.0311879 | Time: 2915.25 ms
[2020-12-23 15:36:42 main:581] : INFO : Epoch 964 | loss: 0.0311731 | val_loss: 0.031176 | Time: 2915.74 ms
[2020-12-23 15:36:45 main:581] : INFO : Epoch 965 | loss: 0.0311728 | val_loss: 0.0311782 | Time: 2918.97 ms
[2020-12-23 15:36:48 main:581] : INFO : Epoch 966 | loss: 0.0311738 | val_loss: 0.0311831 | Time: 2910.09 ms
[2020-12-23 15:36:51 main:581] : INFO : Epoch 967 | loss: 0.0311734 | val_loss: 0.0311757 | Time: 2929.84 ms
[2020-12-23 15:36:54 main:581] : INFO : Epoch 968 | loss: 0.0311728 | val_loss: 0.0311772 | Time: 2905.34 ms
[2020-12-23 15:36:57 main:581] : INFO : Epoch 969 | loss: 0.0311743 | val_loss: 0.0311815 | Time: 2919.3 ms
[2020-12-23 15:36:59 main:581] : INFO : Epoch 970 | loss: 0.0311733 | val_loss: 0.0311791 | Time: 2910.12 ms
[2020-12-23 15:37:02 main:581] : INFO : Epoch 971 | loss: 0.0311722 | val_loss: 0.0311776 | Time: 2930.6 ms
[2020-12-23 15:37:05 main:581] : INFO : Epoch 972 | loss: 0.0311721 | val_loss: 0.0311771 | Time: 2909 ms
[2020-12-23 15:37:08 main:581] : INFO : Epoch 973 | loss: 0.0311722 | val_loss: 0.0311864 | Time: 2905.27 ms
[2020-12-23 15:37:11 main:581] : INFO : Epoch 974 | loss: 0.0311777 | val_loss: 0.0311782 | Time: 2915.07 ms
[2020-12-23 15:37:14 main:581] : INFO : Epoch 975 | loss: 0.0311723 | val_loss: 0.0311778 | Time: 2917.29 ms
[2020-12-23 15:37:17 main:581] : INFO : Epoch 976 | loss: 0.031172 | val_loss: 0.0311777 | Time: 2911.29 ms
[2020-12-23 15:37:20 main:581] : INFO : Epoch 977 | loss: 0.0311717 | val_loss: 0.0311783 | Time: 2904.93 ms
[2020-12-23 15:37:23 main:581] : INFO : Epoch 978 | loss: 0.0311761 | val_loss: 0.031179 | Time: 2930.44 ms
[2020-12-23 15:37:26 main:581] : INFO : Epoch 979 | loss: 0.0311744 | val_loss: 0.0311823 | Time: 2900.06 ms
[2020-12-23 15:37:29 main:581] : INFO : Epoch 980 | loss: 0.0311735 | val_loss: 0.0311793 | Time: 2907.1 ms
[2020-12-23 15:37:31 main:581] : INFO : Epoch 981 | loss: 0.0311751 | val_loss: 0.0311796 | Time: 2905.66 ms
[2020-12-23 15:37:34 main:581] : INFO : Epoch 982 | loss: 0.0311733 | val_loss: 0.0311771 | Time: 2914.96 ms
[2020-12-23 15:37:37 main:581] : INFO : Epoch 983 | loss: 0.0311738 | val_loss: 0.0311786 | Time: 2913.37 ms
[2020-12-23 15:37:40 main:581] : INFO : Epoch 984 | loss: 0.0311787 | val_loss: 0.0311798 | Time: 2904.76 ms
[2020-12-23 15:37:43 main:581] : INFO : Epoch 985 | loss: 0.0311748 | val_loss: 0.0311789 | Time: 2897.2 ms
[2020-12-23 15:37:46 main:581] : INFO : Epoch 986 | loss: 0.0311757 | val_loss: 0.0311815 | Time: 2906.61 ms
[2020-12-23 15:37:49 main:581] : INFO : Epoch 987 | loss: 0.0311773 | val_loss: 0.0311796 | Time: 2919.04 ms
[2020-12-23 15:37:52 main:581] : INFO : Epoch 988 | loss: 0.0311738 | val_loss: 0.0311796 | Time: 2934.18 ms
[2020-12-23 15:37:55 main:581] : INFO : Epoch 989 | loss: 0.0311762 | val_loss: 0.0311795 | Time: 2919.82 ms
[2020-12-23 15:37:58 main:581] : INFO : Epoch 990 | loss: 0.0311764 | val_loss: 0.0311841 | Time: 2917.45 ms
[2020-12-23 15:38:01 main:581] : INFO : Epoch 991 | loss: 0.0311738 | val_loss: 0.0311792 | Time: 2939.55 ms
[2020-12-23 15:38:04 main:581] : INFO : Epoch 992 | loss: 0.0311735 | val_loss: 0.0311852 | Time: 2909.29 ms
[2020-12-23 15:38:06 main:581] : INFO : Epoch 993 | loss: 0.031175 | val_loss: 0.0311836 | Time: 2908.12 ms
[2020-12-23 15:38:09 main:581] : INFO : Epoch 994 | loss: 0.0311745 | val_loss: 0.03118 | Time: 2914.55 ms
[2020-12-23 15:38:12 main:581] : INFO : Epoch 995 | loss: 0.0311743 | val_loss: 0.0311798 | Time: 2906 ms
[2020-12-23 15:38:15 main:581] : INFO : Epoch 996 | loss: 0.0311745 | val_loss: 0.0311844 | Time: 2912.66 ms
[2020-12-23 15:38:18 main:581] : INFO : Epoch 997 | loss: 0.0311738 | val_loss: 0.0311804 | Time: 2910.94 ms
[2020-12-23 15:38:21 main:581] : INFO : Epoch 998 | loss: 0.0311762 | val_loss: 0.0311804 | Time: 2925.09 ms
[2020-12-23 15:38:24 main:581] : INFO : Epoch 999 | loss: 0.0311773 | val_loss: 0.031179 | Time: 2883.3 ms
[2020-12-23 15:38:27 main:581] : INFO : Epoch 1000 | loss: 0.0311803 | val_loss: 0.031185 | Time: 2918.5 ms
[2020-12-23 15:38:30 main:581] : INFO : Epoch 1001 | loss: 0.031179 | val_loss: 0.0311857 | Time: 2911.97 ms
[2020-12-23 15:38:33 main:581] : INFO : Epoch 1002 | loss: 0.0311761 | val_loss: 0.0311815 | Time: 2916.92 ms
[2020-12-23 15:38:36 main:581] : INFO : Epoch 1003 | loss: 0.0311757 | val_loss: 0.0311826 | Time: 2915.77 ms
[2020-12-23 15:38:39 main:581] : INFO : Epoch 1004 | loss: 0.0311754 | val_loss: 0.0311786 | Time: 2917.73 ms
[2020-12-23 15:38:41 main:581] : INFO : Epoch 1005 | loss: 0.0311757 | val_loss: 0.0311895 | Time: 2905.62 ms
[2020-12-23 15:38:44 main:581] : INFO : Epoch 1006 | loss: 0.0311786 | val_loss: 0.0311806 | Time: 2913.26 ms
[2020-12-23 15:38:47 main:581] : INFO : Epoch 1007 | loss: 0.031174 | val_loss: 0.0311808 | Time: 2914.58 ms
[2020-12-23 15:38:50 main:581] : INFO : Epoch 1008 | loss: 0.0311737 | val_loss: 0.0311798 | Time: 2910.89 ms
[2020-12-23 15:38:53 main:581] : INFO : Epoch 1009 | loss: 0.0311736 | val_loss: 0.0311839 | Time: 2938.93 ms
[2020-12-23 15:38:56 main:581] : INFO : Epoch 1010 | loss: 0.0311756 | val_loss: 0.0311802 | Time: 2920.12 ms
[2020-12-23 15:38:59 main:581] : INFO : Epoch 1011 | loss: 0.0311754 | val_loss: 0.0311804 | Time: 2922.14 ms
[2020-12-23 15:39:02 main:581] : INFO : Epoch 1012 | loss: 0.0311764 | val_loss: 0.0311816 | Time: 2940.26 ms
[2020-12-23 15:39:05 main:581] : INFO : Epoch 1013 | loss: 0.0311786 | val_loss: 0.0311808 | Time: 2908.41 ms
[2020-12-23 15:39:08 main:581] : INFO : Epoch 1014 | loss: 0.0311797 | val_loss: 0.0311903 | Time: 2910.83 ms
[2020-12-23 15:39:11 main:581] : INFO : Epoch 1015 | loss: 0.0311782 | val_loss: 0.0311792 | Time: 2909.71 ms
[2020-12-23 15:39:14 main:581] : INFO : Epoch 1016 | loss: 0.0311755 | val_loss: 0.0311805 | Time: 2918.78 ms
[2020-12-23 15:39:16 main:581] : INFO : Epoch 1017 | loss: 0.0311751 | val_loss: 0.0311806 | Time: 2918.22 ms
[2020-12-23 15:39:19 main:581] : INFO : Epoch 1018 | loss: 0.0311735 | val_loss: 0.0311798 | Time: 2912.51 ms
[2020-12-23 15:39:22 main:581] : INFO : Epoch 1019 | loss: 0.0311741 | val_loss: 0.0311826 | Time: 2936.1 ms
[2020-12-23 15:39:25 main:581] : INFO : Epoch 1020 | loss: 0.0311751 | val_loss: 0.0311795 | Time: 2906.2 ms
[2020-12-23 15:39:28 main:581] : INFO : Epoch 1021 | loss: 0.0311746 | val_loss: 0.0311801 | Time: 2899.1 ms
[2020-12-23 15:39:31 main:581] : INFO : Epoch 1022 | loss: 0.0311732 | val_loss: 0.0311809 | Time: 2905.4 ms
[2020-12-23 15:39:34 main:581] : INFO : Epoch 1023 | loss: 0.0311735 | val_loss: 0.0311799 | Time: 2913.86 ms
[2020-12-23 15:39:37 main:581] : INFO : Epoch 1024 | loss: 0.0311734 | val_loss: 0.0311811 | Time: 2915.56 ms
[2020-12-23 15:39:37 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311811
[2020-12-23 15:39:37 main:610] : INFO : Saving end state to config to file
[2020-12-23 15:39:37 main:615] : INFO : Success, exiting..
15:39:37 (2509661): 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)