Task 3361806
| Name | ParityMachine-1605455007-19519-7_0 |
| Workunit | 1621881 |
| Created | 19 Dec 2020, 20:55:05 UTC |
| Sent | 23 Dec 2020, 13:05:29 UTC |
| Report deadline | 30 Dec 2020, 13:05:29 UTC |
| Received | 23 Dec 2020, 16:18:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 48 min 6 sec |
| CPU time | 48 min 2 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 | 48.65 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: 0.0311004 | val_loss: 0.0311867 | Time: 2805.47 ms
[2020-12-23 07:51:09 main:581] : INFO : Epoch 511 | loss: 0.031107 | val_loss: 0.0311745 | Time: 2806.07 ms
[2020-12-23 07:51:12 main:581] : INFO : Epoch 512 | loss: 0.0311116 | val_loss: 0.0311792 | Time: 2808.27 ms
[2020-12-23 07:51:15 main:581] : INFO : Epoch 513 | loss: 0.0311083 | val_loss: 0.0311738 | Time: 2811.98 ms
[2020-12-23 07:51:18 main:581] : INFO : Epoch 514 | loss: 0.0311059 | val_loss: 0.0311794 | Time: 2805 ms
[2020-12-23 07:51:21 main:581] : INFO : Epoch 515 | loss: 0.0311056 | val_loss: 0.0311776 | Time: 2806.57 ms
[2020-12-23 07:51:23 main:581] : INFO : Epoch 516 | loss: 0.0311007 | val_loss: 0.0311779 | Time: 2811.85 ms
[2020-12-23 07:51:26 main:581] : INFO : Epoch 517 | loss: 0.0310984 | val_loss: 0.0311931 | Time: 2808.48 ms
[2020-12-23 07:51:29 main:581] : INFO : Epoch 518 | loss: 0.0310951 | val_loss: 0.0311742 | Time: 2809.3 ms
[2020-12-23 07:51:32 main:581] : INFO : Epoch 519 | loss: 0.0310933 | val_loss: 0.0311812 | Time: 2810.5 ms
[2020-12-23 07:51:35 main:581] : INFO : Epoch 520 | loss: 0.0310894 | val_loss: 0.0311919 | Time: 2804.01 ms
[2020-12-23 07:51:38 main:581] : INFO : Epoch 521 | loss: 0.0310938 | val_loss: 0.0311938 | Time: 2812.91 ms
[2020-12-23 07:51:40 main:581] : INFO : Epoch 522 | loss: 0.0310983 | val_loss: 0.0311911 | Time: 2813.82 ms
[2020-12-23 07:51:43 main:581] : INFO : Epoch 523 | loss: 0.0310992 | val_loss: 0.0311853 | Time: 2810.33 ms
[2020-12-23 07:51:46 main:581] : INFO : Epoch 524 | loss: 0.0310933 | val_loss: 0.0311823 | Time: 2808.32 ms
[2020-12-23 07:51:49 main:581] : INFO : Epoch 525 | loss: 0.0310901 | val_loss: 0.0311754 | Time: 2811.04 ms
[2020-12-23 07:51:52 main:581] : INFO : Epoch 526 | loss: 0.0310887 | val_loss: 0.0311877 | Time: 2812.14 ms
[2020-12-23 07:51:54 main:581] : INFO : Epoch 527 | loss: 0.031089 | val_loss: 0.0311879 | Time: 2807.28 ms
[2020-12-23 07:51:57 main:581] : INFO : Epoch 528 | loss: 0.0310883 | val_loss: 0.0311941 | Time: 2802.98 ms
[2020-12-23 07:52:00 main:581] : INFO : Epoch 529 | loss: 0.0310857 | val_loss: 0.0312039 | Time: 2815.81 ms
[2020-12-23 07:52:03 main:581] : INFO : Epoch 530 | loss: 0.0310839 | val_loss: 0.0311941 | Time: 2816.91 ms
[2020-12-23 07:52:06 main:581] : INFO : Epoch 531 | loss: 0.0310853 | val_loss: 0.0311944 | Time: 2818.5 ms
[2020-12-23 07:52:08 main:581] : INFO : Epoch 532 | loss: 0.0310873 | val_loss: 0.0311892 | Time: 2815.5 ms
[2020-12-23 07:52:11 main:581] : INFO : Epoch 533 | loss: 0.0310858 | val_loss: 0.0311895 | Time: 2818.06 ms
[2020-12-23 07:52:14 main:581] : INFO : Epoch 534 | loss: 0.0310897 | val_loss: 0.0312039 | Time: 2816.98 ms
[2020-12-23 07:52:17 main:581] : INFO : Epoch 535 | loss: 0.0310987 | val_loss: 0.0311864 | Time: 2818.28 ms
[2020-12-23 07:52:20 main:581] : INFO : Epoch 536 | loss: 0.0310975 | val_loss: 0.0311868 | Time: 2816.71 ms
[2020-12-23 07:52:23 main:581] : INFO : Epoch 537 | loss: 0.0310948 | val_loss: 0.0312105 | Time: 2811.04 ms
[2020-12-23 07:52:25 main:581] : INFO : Epoch 538 | loss: 0.0310887 | val_loss: 0.0311835 | Time: 2818.46 ms
[2020-12-23 07:52:28 main:581] : INFO : Epoch 539 | loss: 0.0310852 | val_loss: 0.031196 | Time: 2817.91 ms
[2020-12-23 07:52:31 main:581] : INFO : Epoch 540 | loss: 0.0310898 | val_loss: 0.0311887 | Time: 2817.93 ms
[2020-12-23 07:52:34 main:581] : INFO : Epoch 541 | loss: 0.0311017 | val_loss: 0.0311818 | Time: 2816.22 ms
[2020-12-23 07:52:37 main:581] : INFO : Epoch 542 | loss: 0.0311031 | val_loss: 0.0311753 | Time: 2813.37 ms
[2020-12-23 07:52:39 main:581] : INFO : Epoch 543 | loss: 0.0310985 | val_loss: 0.0311846 | Time: 2817.02 ms
[2020-12-23 07:52:42 main:581] : INFO : Epoch 544 | loss: 0.031096 | val_loss: 0.0311942 | Time: 2809.48 ms
[2020-12-23 07:52:45 main:581] : INFO : Epoch 545 | loss: 0.0310978 | val_loss: 0.0311853 | Time: 2807.94 ms
[2020-12-23 07:52:48 main:581] : INFO : Epoch 546 | loss: 0.0310971 | val_loss: 0.0311863 | Time: 2815.74 ms
[2020-12-23 07:52:51 main:581] : INFO : Epoch 547 | loss: 0.0310968 | val_loss: 0.0311814 | Time: 2813.56 ms
[2020-12-23 07:52:54 main:581] : INFO : Epoch 548 | loss: 0.0310959 | val_loss: 0.031175 | Time: 2810.47 ms
[2020-12-23 07:52:56 main:581] : INFO : Epoch 549 | loss: 0.0310926 | val_loss: 0.0311934 | Time: 2818.41 ms
[2020-12-23 07:52:59 main:581] : INFO : Epoch 550 | loss: 0.0311012 | val_loss: 0.0311741 | Time: 2807.34 ms
[2020-12-23 07:53:02 main:581] : INFO : Epoch 551 | loss: 0.0311043 | val_loss: 0.0311788 | Time: 2808.07 ms
[2020-12-23 07:53:05 main:581] : INFO : Epoch 552 | loss: 0.031102 | val_loss: 0.0311793 | Time: 2815.33 ms
[2020-12-23 07:53:08 main:581] : INFO : Epoch 553 | loss: 0.0310957 | val_loss: 0.0311841 | Time: 2812.52 ms
[2020-12-23 07:53:10 main:581] : INFO : Epoch 554 | loss: 0.0310998 | val_loss: 0.0311857 | Time: 2815.53 ms
[2020-12-23 07:53:13 main:581] : INFO : Epoch 555 | loss: 0.0310972 | val_loss: 0.0311969 | Time: 2817.46 ms
[2020-12-23 07:53:16 main:581] : INFO : Epoch 556 | loss: 0.0310969 | val_loss: 0.0312085 | Time: 2817.16 ms
[2020-12-23 07:53:19 main:581] : INFO : Epoch 557 | loss: 0.0310975 | val_loss: 0.0311887 | Time: 2815.56 ms
[2020-12-23 07:53:22 main:581] : INFO : Epoch 558 | loss: 0.0310959 | val_loss: 0.0311758 | Time: 2817.11 ms
[2020-12-23 07:53:24 main:581] : INFO : Epoch 559 | loss: 0.0310912 | val_loss: 0.0311919 | Time: 2814.41 ms
[2020-12-23 07:53:27 main:581] : INFO : Epoch 560 | loss: 0.0310888 | val_loss: 0.0311903 | Time: 2816.69 ms
[2020-12-23 07:53:30 main:581] : INFO : Epoch 561 | loss: 0.0310868 | val_loss: 0.0311968 | Time: 2816.57 ms
[2020-12-23 07:53:33 main:581] : INFO : Epoch 562 | loss: 0.0310872 | val_loss: 0.031188 | Time: 2817.22 ms
[2020-12-23 07:53:36 main:581] : INFO : Epoch 563 | loss: 0.03109 | val_loss: 0.0311894 | Time: 2817.05 ms
[2020-12-23 07:53:39 main:581] : INFO : Epoch 564 | loss: 0.0310872 | val_loss: 0.0311852 | Time: 2813.37 ms
[2020-12-23 07:53:41 main:581] : INFO : Epoch 565 | loss: 0.0310932 | val_loss: 0.031194 | Time: 2817.39 ms
[2020-12-23 07:53:44 main:581] : INFO : Epoch 566 | loss: 0.0310949 | val_loss: 0.0311899 | Time: 2815.8 ms
[2020-12-23 07:53:47 main:581] : INFO : Epoch 567 | loss: 0.0310931 | val_loss: 0.0311831 | Time: 2815.77 ms
[2020-12-23 07:53:50 main:581] : INFO : Epoch 568 | loss: 0.0310933 | val_loss: 0.0311816 | Time: 2815.71 ms
[2020-12-23 07:53:53 main:581] : INFO : Epoch 569 | loss: 0.0310944 | val_loss: 0.0311883 | Time: 2814.94 ms
[2020-12-23 07:53:55 main:581] : INFO : Epoch 570 | loss: 0.0310915 | val_loss: 0.0311858 | Time: 2812.51 ms
[2020-12-23 07:53:58 main:581] : INFO : Epoch 571 | loss: 0.0310882 | val_loss: 0.0311876 | Time: 2815.22 ms
[2020-12-23 07:54:01 main:581] : INFO : Epoch 572 | loss: 0.0310869 | val_loss: 0.0312016 | Time: 2820.4 ms
[2020-12-23 07:54:04 main:581] : INFO : Epoch 573 | loss: 0.031083 | val_loss: 0.0311939 | Time: 2809.84 ms
[2020-12-23 07:54:07 main:581] : INFO : Epoch 574 | loss: 0.0310915 | val_loss: 0.031183 | Time: 2812.8 ms
[2020-12-23 07:54:10 main:581] : INFO : Epoch 575 | loss: 0.0311088 | val_loss: 0.0311815 | Time: 2814.55 ms
[2020-12-23 07:54:12 main:581] : INFO : Epoch 576 | loss: 0.0311033 | val_loss: 0.0311785 | Time: 2814.93 ms
[2020-12-23 07:54:15 main:581] : INFO : Epoch 577 | loss: 0.0311009 | val_loss: 0.031172 | Time: 2814.85 ms
[2020-12-23 07:54:18 main:581] : INFO : Epoch 578 | loss: 0.0311038 | val_loss: 0.031172 | Time: 2815.44 ms
[2020-12-23 07:54:21 main:581] : INFO : Epoch 579 | loss: 0.0310958 | val_loss: 0.0311941 | Time: 2817.28 ms
[2020-12-23 07:54:24 main:581] : INFO : Epoch 580 | loss: 0.0310939 | val_loss: 0.0311897 | Time: 2809.73 ms
[2020-12-23 07:54:26 main:581] : INFO : Epoch 581 | loss: 0.0310939 | val_loss: 0.0311891 | Time: 2814.31 ms
[2020-12-23 07:54:29 main:581] : INFO : Epoch 582 | loss: 0.0311034 | val_loss: 0.0311904 | Time: 2814.6 ms
[2020-12-23 07:54:32 main:581] : INFO : Epoch 583 | loss: 0.0310996 | val_loss: 0.031194 | Time: 2813.31 ms
[2020-12-23 07:54:35 main:581] : INFO : Epoch 584 | loss: 0.031098 | val_loss: 0.0311818 | Time: 2815.87 ms
[2020-12-23 07:54:38 main:581] : INFO : Epoch 585 | loss: 0.0310959 | val_loss: 0.0311945 | Time: 2806.09 ms
[2020-12-23 07:54:40 main:581] : INFO : Epoch 586 | loss: 0.0310919 | val_loss: 0.0311931 | Time: 2815.31 ms
[2020-12-23 07:54:43 main:581] : INFO : Epoch 587 | loss: 0.0310883 | val_loss: 0.0311934 | Time: 2814.43 ms
[2020-12-23 07:54:46 main:581] : INFO : Epoch 588 | loss: 0.0310883 | val_loss: 0.0311951 | Time: 2819.71 ms
[2020-12-23 07:54:49 main:581] : INFO : Epoch 589 | loss: 0.0310905 | val_loss: 0.0311923 | Time: 2806.95 ms
[2020-12-23 07:54:52 main:581] : INFO : Epoch 590 | loss: 0.0310884 | val_loss: 0.031199 | Time: 2818.96 ms
[2020-12-23 07:54:55 main:581] : INFO : Epoch 591 | loss: 0.0310903 | val_loss: 0.0311885 | Time: 2812.82 ms
[2020-12-23 07:54:57 main:581] : INFO : Epoch 592 | loss: 0.0310882 | val_loss: 0.0311924 | Time: 2814.16 ms
[2020-12-23 07:55:00 main:581] : INFO : Epoch 593 | loss: 0.0310856 | val_loss: 0.0311803 | Time: 2807.34 ms
[2020-12-23 07:55:03 main:581] : INFO : Epoch 594 | loss: 0.031084 | val_loss: 0.0311903 | Time: 2816.5 ms
[2020-12-23 07:55:06 main:581] : INFO : Epoch 595 | loss: 0.0310839 | val_loss: 0.0311938 | Time: 2816.73 ms
[2020-12-23 07:55:09 main:581] : INFO : Epoch 596 | loss: 0.031084 | val_loss: 0.0311954 | Time: 2812.2 ms
[2020-12-23 07:55:11 main:581] : INFO : Epoch 597 | loss: 0.0310861 | val_loss: 0.0311898 | Time: 2819.01 ms
[2020-12-23 07:55:14 main:581] : INFO : Epoch 598 | loss: 0.0310829 | val_loss: 0.0311881 | Time: 2817.99 ms
[2020-12-23 07:55:17 main:581] : INFO : Epoch 599 | loss: 0.0310817 | val_loss: 0.031187 | Time: 2816.92 ms
[2020-12-23 07:55:20 main:581] : INFO : Epoch 600 | loss: 0.0310842 | val_loss: 0.0311924 | Time: 2815.89 ms
[2020-12-23 07:55:23 main:581] : INFO : Epoch 601 | loss: 0.031077 | val_loss: 0.0311917 | Time: 2817.45 ms
[2020-12-23 07:55:26 main:581] : INFO : Epoch 602 | loss: 0.031089 | val_loss: 0.0311792 | Time: 2806.97 ms
[2020-12-23 07:55:28 main:581] : INFO : Epoch 603 | loss: 0.0311158 | val_loss: 0.0311935 | Time: 2807.12 ms
[2020-12-23 07:55:31 main:581] : INFO : Epoch 604 | loss: 0.0311239 | val_loss: 0.0311717 | Time: 2814.75 ms
[2020-12-23 07:55:34 main:581] : INFO : Epoch 605 | loss: 0.0311188 | val_loss: 0.0311759 | Time: 2819.24 ms
[2020-12-23 07:55:37 main:581] : INFO : Epoch 606 | loss: 0.0311148 | val_loss: 0.0311708 | Time: 2811.95 ms
[2020-12-23 07:55:40 main:581] : INFO : Epoch 607 | loss: 0.0311137 | val_loss: 0.0311848 | Time: 2814.9 ms
[2020-12-23 07:55:42 main:581] : INFO : Epoch 608 | loss: 0.0311071 | val_loss: 0.0311878 | Time: 2800.93 ms
[2020-12-23 07:55:45 main:581] : INFO : Epoch 609 | loss: 0.0311026 | val_loss: 0.0311788 | Time: 2819.61 ms
[2020-12-23 07:55:48 main:581] : INFO : Epoch 610 | loss: 0.0311021 | val_loss: 0.0311868 | Time: 2802.5 ms
[2020-12-23 07:55:51 main:581] : INFO : Epoch 611 | loss: 0.0311032 | val_loss: 0.0311781 | Time: 2814.26 ms
[2020-12-23 07:55:54 main:581] : INFO : Epoch 612 | loss: 0.0311073 | val_loss: 0.0311819 | Time: 2810.95 ms
[2020-12-23 07:55:56 main:581] : INFO : Epoch 613 | loss: 0.0311167 | val_loss: 0.0311701 | Time: 2813.31 ms
[2020-12-23 07:55:59 main:581] : INFO : Epoch 614 | loss: 0.0311119 | val_loss: 0.0311791 | Time: 2816.21 ms
[2020-12-23 07:56:02 main:581] : INFO : Epoch 615 | loss: 0.0311121 | val_loss: 0.0311776 | Time: 2817.01 ms
[2020-12-23 07:56:05 main:581] : INFO : Epoch 616 | loss: 0.0311054 | val_loss: 0.0311764 | Time: 2814.17 ms
[2020-12-23 07:56:08 main:581] : INFO : Epoch 617 | loss: 0.0311042 | val_loss: 0.0311717 | Time: 2815.76 ms
[2020-12-23 07:56:11 main:581] : INFO : Epoch 618 | loss: 0.0311025 | val_loss: 0.0311808 | Time: 2809.67 ms
[2020-12-23 07:56:13 main:581] : INFO : Epoch 619 | loss: 0.0311009 | val_loss: 0.0311802 | Time: 2816.05 ms
[2020-12-23 07:56:16 main:581] : INFO : Epoch 620 | loss: 0.0310974 | val_loss: 0.0311958 | Time: 2816.99 ms
[2020-12-23 07:56:19 main:581] : INFO : Epoch 621 | loss: 0.0310949 | val_loss: 0.0311787 | Time: 2816.85 ms
[2020-12-23 07:56:22 main:581] : INFO : Epoch 622 | loss: 0.0310947 | val_loss: 0.0311785 | Time: 2816.1 ms
[2020-12-23 07:56:25 main:581] : INFO : Epoch 623 | loss: 0.0310933 | val_loss: 0.0311868 | Time: 2811.06 ms
[2020-12-23 07:56:27 main:581] : INFO : Epoch 624 | loss: 0.0310981 | val_loss: 0.0311653 | Time: 2815.98 ms
[2020-12-23 07:56:30 main:581] : INFO : Epoch 625 | loss: 0.0311019 | val_loss: 0.0311789 | Time: 2819.42 ms
[2020-12-23 07:56:33 main:581] : INFO : Epoch 626 | loss: 0.031095 | val_loss: 0.0311722 | Time: 2816.42 ms
[2020-12-23 07:56:36 main:581] : INFO : Epoch 627 | loss: 0.0310915 | val_loss: 0.0311732 | Time: 2807.13 ms
[2020-12-23 07:56:39 main:581] : INFO : Epoch 628 | loss: 0.0310918 | val_loss: 0.0311926 | Time: 2811.79 ms
[2020-12-23 07:56:42 main:581] : INFO : Epoch 629 | loss: 0.031087 | val_loss: 0.0311873 | Time: 2816.78 ms
[2020-12-23 07:56:44 main:581] : INFO : Epoch 630 | loss: 0.0310894 | val_loss: 0.0311926 | Time: 2812.97 ms
[2020-12-23 07:56:47 main:581] : INFO : Epoch 631 | loss: 0.0310845 | val_loss: 0.0311803 | Time: 2817.91 ms
[2020-12-23 07:56:50 main:581] : INFO : Epoch 632 | loss: 0.0310836 | val_loss: 0.0311874 | Time: 2817.28 ms
[2020-12-23 07:56:53 main:581] : INFO : Epoch 633 | loss: 0.0310835 | val_loss: 0.0311812 | Time: 2814.05 ms
[2020-12-23 07:56:56 main:581] : INFO : Epoch 634 | loss: 0.0310932 | val_loss: 0.0311889 | Time: 2815.34 ms
[2020-12-23 07:56:58 main:581] : INFO : Epoch 635 | loss: 0.0310927 | val_loss: 0.0311891 | Time: 2814.15 ms
[2020-12-23 07:57:01 main:581] : INFO : Epoch 636 | loss: 0.0310858 | val_loss: 0.0311849 | Time: 2794.12 ms
[2020-12-23 07:57:04 main:581] : INFO : Epoch 637 | loss: 0.0310838 | val_loss: 0.0311931 | Time: 2813.34 ms
[2020-12-23 07:57:07 main:581] : INFO : Epoch 638 | loss: 0.0310866 | val_loss: 0.0311894 | Time: 2812.35 ms
[2020-12-23 07:57:10 main:581] : INFO : Epoch 639 | loss: 0.0310868 | val_loss: 0.0311869 | Time: 2805.01 ms
[2020-12-23 07:57:12 main:581] : INFO : Epoch 640 | loss: 0.0310848 | val_loss: 0.0311813 | Time: 2814.41 ms
[2020-12-23 07:57:15 main:581] : INFO : Epoch 641 | loss: 0.0310835 | val_loss: 0.0311805 | Time: 2809.99 ms
[2020-12-23 07:57:18 main:581] : INFO : Epoch 642 | loss: 0.0310841 | val_loss: 0.0311871 | Time: 2809.3 ms
[2020-12-23 07:57:21 main:581] : INFO : Epoch 643 | loss: 0.0310821 | val_loss: 0.0311854 | Time: 2812.57 ms
[2020-12-23 07:57:24 main:581] : INFO : Epoch 644 | loss: 0.0310856 | val_loss: 0.0311754 | Time: 2806.88 ms
[2020-12-23 07:57:27 main:581] : INFO : Epoch 645 | loss: 0.0310896 | val_loss: 0.0311873 | Time: 2817.08 ms
[2020-12-23 07:57:29 main:581] : INFO : Epoch 646 | loss: 0.0310838 | val_loss: 0.0311834 | Time: 2815.58 ms
[2020-12-23 07:57:32 main:581] : INFO : Epoch 647 | loss: 0.0310821 | val_loss: 0.0311976 | Time: 2814.97 ms
[2020-12-23 07:57:35 main:581] : INFO : Epoch 648 | loss: 0.0310818 | val_loss: 0.0311872 | Time: 2808.17 ms
[2020-12-23 07:57:38 main:581] : INFO : Epoch 649 | loss: 0.0310776 | val_loss: 0.031183 | Time: 2804.26 ms
[2020-12-23 07:57:41 main:581] : INFO : Epoch 650 | loss: 0.0310777 | val_loss: 0.0311868 | Time: 2811.62 ms
[2020-12-23 07:57:43 main:581] : INFO : Epoch 651 | loss: 0.0310869 | val_loss: 0.0311805 | Time: 2810.29 ms
[2020-12-23 07:57:46 main:581] : INFO : Epoch 652 | loss: 0.0310941 | val_loss: 0.0311828 | Time: 2810.6 ms
[2020-12-23 07:57:49 main:581] : INFO : Epoch 653 | loss: 0.0310965 | val_loss: 0.031177 | Time: 2810.15 ms
[2020-12-23 07:57:52 main:581] : INFO : Epoch 654 | loss: 0.0310981 | val_loss: 0.0311795 | Time: 2808.91 ms
[2020-12-23 07:57:55 main:581] : INFO : Epoch 655 | loss: 0.0310941 | val_loss: 0.0311787 | Time: 2810.87 ms
[2020-12-23 07:57:57 main:581] : INFO : Epoch 656 | loss: 0.0310928 | val_loss: 0.0311793 | Time: 2817.63 ms
[2020-12-23 07:58:00 main:581] : INFO : Epoch 657 | loss: 0.031088 | val_loss: 0.03118 | Time: 2819.98 ms
[2020-12-23 07:58:03 main:581] : INFO : Epoch 658 | loss: 0.0310874 | val_loss: 0.0311767 | Time: 2819.52 ms
[2020-12-23 07:58:06 main:581] : INFO : Epoch 659 | loss: 0.0310864 | val_loss: 0.0311747 | Time: 2817.57 ms
[2020-12-23 07:58:09 main:581] : INFO : Epoch 660 | loss: 0.0310835 | val_loss: 0.0311933 | Time: 2807.83 ms
[2020-12-23 07:58:12 main:581] : INFO : Epoch 661 | loss: 0.0310842 | val_loss: 0.0311749 | Time: 2812.43 ms
[2020-12-23 07:58:14 main:581] : INFO : Epoch 662 | loss: 0.0310841 | val_loss: 0.0312005 | Time: 2815.88 ms
[2020-12-23 07:58:17 main:581] : INFO : Epoch 663 | loss: 0.0310874 | val_loss: 0.0311921 | Time: 2807.2 ms
[2020-12-23 07:58:20 main:581] : INFO : Epoch 664 | loss: 0.0310826 | val_loss: 0.031191 | Time: 2805.75 ms
[2020-12-23 07:58:23 main:581] : INFO : Epoch 665 | loss: 0.031083 | val_loss: 0.0311977 | Time: 2815.57 ms
[2020-12-23 07:58:26 main:581] : INFO : Epoch 666 | loss: 0.0310831 | val_loss: 0.031172 | Time: 2814.62 ms
[2020-12-23 07:58:28 main:581] : INFO : Epoch 667 | loss: 0.0310818 | val_loss: 0.0311827 | Time: 2814.98 ms
[2020-12-23 07:58:31 main:581] : INFO : Epoch 668 | loss: 0.0310798 | val_loss: 0.0311776 | Time: 2811.01 ms
[2020-12-23 07:58:34 main:581] : INFO : Epoch 669 | loss: 0.0310796 | val_loss: 0.0311748 | Time: 2809.75 ms
[2020-12-23 07:58:37 main:581] : INFO : Epoch 670 | loss: 0.0310786 | val_loss: 0.0311862 | Time: 2812.4 ms
[2020-12-23 07:58:40 main:581] : INFO : Epoch 671 | loss: 0.0310821 | val_loss: 0.0311891 | Time: 2814.71 ms
[2020-12-23 07:58:42 main:581] : INFO : Epoch 672 | loss: 0.0310873 | val_loss: 0.0311728 | Time: 2804.68 ms
[2020-12-23 07:58:45 main:581] : INFO : Epoch 673 | loss: 0.0310873 | val_loss: 0.0311897 | Time: 2806.43 ms
[2020-12-23 07:58:48 main:581] : INFO : Epoch 674 | loss: 0.0310815 | val_loss: 0.0311941 | Time: 2808.97 ms
[2020-12-23 07:58:51 main:581] : INFO : Epoch 675 | loss: 0.0310824 | val_loss: 0.0312137 | Time: 2812.53 ms
[2020-12-23 07:58:54 main:581] : INFO : Epoch 676 | loss: 0.0310841 | val_loss: 0.0312006 | Time: 2816.01 ms
[2020-12-23 07:58:57 main:581] : INFO : Epoch 677 | loss: 0.0310841 | val_loss: 0.0311918 | Time: 2815.5 ms
[2020-12-23 07:58:59 main:581] : INFO : Epoch 678 | loss: 0.0310859 | val_loss: 0.0311795 | Time: 2816.08 ms
[2020-12-23 07:59:02 main:581] : INFO : Epoch 679 | loss: 0.0310854 | val_loss: 0.0311815 | Time: 2813.78 ms
[2020-12-23 07:59:05 main:581] : INFO : Epoch 680 | loss: 0.031086 | val_loss: 0.0311792 | Time: 2807.51 ms
[2020-12-23 07:59:08 main:581] : INFO : Epoch 681 | loss: 0.0310824 | val_loss: 0.0311689 | Time: 2816.42 ms
[2020-12-23 07:59:11 main:581] : INFO : Epoch 682 | loss: 0.031082 | val_loss: 0.0311836 | Time: 2813.34 ms
[2020-12-23 07:59:13 main:581] : INFO : Epoch 683 | loss: 0.0310803 | val_loss: 0.0311954 | Time: 2808.88 ms
[2020-12-23 07:59:16 main:581] : INFO : Epoch 684 | loss: 0.0310821 | val_loss: 0.0311898 | Time: 2812.65 ms
[2020-12-23 07:59:19 main:581] : INFO : Epoch 685 | loss: 0.0310784 | val_loss: 0.0311755 | Time: 2808.85 ms
[2020-12-23 07:59:22 main:581] : INFO : Epoch 686 | loss: 0.0310759 | val_loss: 0.0311831 | Time: 2817.81 ms
[2020-12-23 07:59:25 main:581] : INFO : Epoch 687 | loss: 0.0310762 | val_loss: 0.0311954 | Time: 2812.73 ms
[2020-12-23 07:59:27 main:581] : INFO : Epoch 688 | loss: 0.0310967 | val_loss: 0.0311818 | Time: 2815.75 ms
[2020-12-23 07:59:30 main:581] : INFO : Epoch 689 | loss: 0.031093 | val_loss: 0.0311818 | Time: 2816.66 ms
[2020-12-23 07:59:33 main:581] : INFO : Epoch 690 | loss: 0.0311005 | val_loss: 0.0311747 | Time: 2814.52 ms
[2020-12-23 07:59:36 main:581] : INFO : Epoch 691 | loss: 0.0311057 | val_loss: 0.0311655 | Time: 2814.7 ms
[2020-12-23 07:59:39 main:581] : INFO : Epoch 692 | loss: 0.0311036 | val_loss: 0.0311776 | Time: 2810.84 ms
[2020-12-23 07:59:42 main:581] : INFO : Epoch 693 | loss: 0.0310963 | val_loss: 0.0311673 | Time: 2815.77 ms
[2020-12-23 07:59:44 main:581] : INFO : Epoch 694 | loss: 0.0310956 | val_loss: 0.031171 | Time: 2814.73 ms
[2020-12-23 07:59:47 main:581] : INFO : Epoch 695 | loss: 0.0310927 | val_loss: 0.0311726 | Time: 2836.6 ms
[2020-12-23 07:59:50 main:581] : INFO : Epoch 696 | loss: 0.0310877 | val_loss: 0.0311807 | Time: 2801.37 ms
[2020-12-23 07:59:53 main:581] : INFO : Epoch 697 | loss: 0.0310878 | val_loss: 0.0311884 | Time: 2798.65 ms
[2020-12-23 07:59:56 main:581] : INFO : Epoch 698 | loss: 0.0310861 | val_loss: 0.0311733 | Time: 2807.96 ms
[2020-12-23 07:59:58 main:581] : INFO : Epoch 699 | loss: 0.0310859 | val_loss: 0.0311848 | Time: 2806.21 ms
[2020-12-23 08:00:01 main:581] : INFO : Epoch 700 | loss: 0.0311017 | val_loss: 0.031181 | Time: 2835.22 ms
[2020-12-23 08:00:04 main:581] : INFO : Epoch 701 | loss: 0.0310966 | val_loss: 0.0311771 | Time: 2806.37 ms
[2020-12-23 08:00:07 main:581] : INFO : Epoch 702 | loss: 0.0310883 | val_loss: 0.0311794 | Time: 2805.61 ms
[2020-12-23 08:00:10 main:581] : INFO : Epoch 703 | loss: 0.0310849 | val_loss: 0.0311782 | Time: 2804.88 ms
[2020-12-23 08:00:12 main:581] : INFO : Epoch 704 | loss: 0.0310863 | val_loss: 0.0311823 | Time: 2801.4 ms
[2020-12-23 08:00:15 main:581] : INFO : Epoch 705 | loss: 0.0310958 | val_loss: 0.0311804 | Time: 2823.23 ms
[2020-12-23 08:00:18 main:581] : INFO : Epoch 706 | loss: 0.03109 | val_loss: 0.0311999 | Time: 2800.84 ms
[2020-12-23 08:00:21 main:581] : INFO : Epoch 707 | loss: 0.0310996 | val_loss: 0.0311835 | Time: 2806.39 ms
[2020-12-23 08:00:24 main:581] : INFO : Epoch 708 | loss: 0.031097 | val_loss: 0.0311834 | Time: 2793.8 ms
[2020-12-23 08:00:27 main:581] : INFO : Epoch 709 | loss: 0.0310934 | val_loss: 0.0311898 | Time: 2806.05 ms
[2020-12-23 08:00:29 main:581] : INFO : Epoch 710 | loss: 0.0310919 | val_loss: 0.0311883 | Time: 2803.44 ms
[2020-12-23 08:00:32 main:581] : INFO : Epoch 711 | loss: 0.0310885 | val_loss: 0.0312033 | Time: 2806.76 ms
[2020-12-23 08:00:35 main:581] : INFO : Epoch 712 | loss: 0.0310857 | val_loss: 0.0311832 | Time: 2805.59 ms
[2020-12-23 08:00:38 main:581] : INFO : Epoch 713 | loss: 0.0310855 | val_loss: 0.0311891 | Time: 2806.8 ms
[2020-12-23 08:00:41 main:581] : INFO : Epoch 714 | loss: 0.0310868 | val_loss: 0.0311877 | Time: 2806.99 ms
[2020-12-23 08:00:43 main:581] : INFO : Epoch 715 | loss: 0.031084 | val_loss: 0.03119 | Time: 2806.05 ms
[2020-12-23 08:00:46 main:581] : INFO : Epoch 716 | loss: 0.0310808 | val_loss: 0.031194 | Time: 2822.94 ms
[2020-12-23 08:00:49 main:581] : INFO : Epoch 717 | loss: 0.031081 | val_loss: 0.0311946 | Time: 2801.34 ms
[2020-12-23 08:00:52 main:581] : INFO : Epoch 718 | loss: 0.0310881 | val_loss: 0.0311847 | Time: 2803.62 ms
[2020-12-23 08:00:55 main:581] : INFO : Epoch 719 | loss: 0.0310833 | val_loss: 0.031194 | Time: 2807.71 ms
[2020-12-23 08:00:57 main:581] : INFO : Epoch 720 | loss: 0.0310893 | val_loss: 0.0311946 | Time: 2806.1 ms
[2020-12-23 08:01:00 main:581] : INFO : Epoch 721 | loss: 0.0310855 | val_loss: 0.0311789 | Time: 2829.17 ms
[2020-12-23 08:01:03 main:581] : INFO : Epoch 722 | loss: 0.0310791 | val_loss: 0.0311923 | Time: 2815.9 ms
[2020-12-23 08:01:06 main:581] : INFO : Epoch 723 | loss: 0.0310799 | val_loss: 0.0311845 | Time: 2808.63 ms
[2020-12-23 08:01:09 main:581] : INFO : Epoch 724 | loss: 0.0310761 | val_loss: 0.0311765 | Time: 2809.18 ms
[2020-12-23 08:01:11 main:581] : INFO : Epoch 725 | loss: 0.0310806 | val_loss: 0.0311922 | Time: 2815.96 ms
[2020-12-23 08:01:14 main:581] : INFO : Epoch 726 | loss: 0.0310818 | val_loss: 0.0311827 | Time: 2812.57 ms
[2020-12-23 08:01:17 main:581] : INFO : Epoch 727 | loss: 0.0310814 | val_loss: 0.0311816 | Time: 2836.81 ms
[2020-12-23 08:01:20 main:581] : INFO : Epoch 728 | loss: 0.0310833 | val_loss: 0.0311989 | Time: 2811.89 ms
[2020-12-23 08:01:23 main:581] : INFO : Epoch 729 | loss: 0.0310836 | val_loss: 0.03118 | Time: 2813.89 ms
[2020-12-23 08:01:26 main:581] : INFO : Epoch 730 | loss: 0.0310807 | val_loss: 0.0311923 | Time: 2813.69 ms
[2020-12-23 08:01:28 main:581] : INFO : Epoch 731 | loss: 0.031079 | val_loss: 0.0312093 | Time: 2809.2 ms
[2020-12-23 08:01:31 main:581] : INFO : Epoch 732 | loss: 0.031073 | val_loss: 0.0311886 | Time: 2816.54 ms
[2020-12-23 08:01:34 main:581] : INFO : Epoch 733 | loss: 0.0310785 | val_loss: 0.0312112 | Time: 2811.34 ms
[2020-12-23 08:01:37 main:581] : INFO : Epoch 734 | loss: 0.031079 | val_loss: 0.031189 | Time: 2810.65 ms
[2020-12-23 08:01:40 main:581] : INFO : Epoch 735 | loss: 0.0310775 | val_loss: 0.0311806 | Time: 2814.31 ms
[2020-12-23 08:01:42 main:581] : INFO : Epoch 736 | loss: 0.0310768 | val_loss: 0.0311833 | Time: 2811.03 ms
[2020-12-23 08:01:45 main:581] : INFO : Epoch 737 | loss: 0.0310813 | val_loss: 0.0311932 | Time: 2838.99 ms
[2020-12-23 08:01:48 main:581] : INFO : Epoch 738 | loss: 0.0310797 | val_loss: 0.0311767 | Time: 2814.42 ms
[2020-12-23 08:01:51 main:581] : INFO : Epoch 739 | loss: 0.0310794 | val_loss: 0.031187 | Time: 2813.72 ms
[2020-12-23 08:01:54 main:581] : INFO : Epoch 740 | loss: 0.0310848 | val_loss: 0.0311897 | Time: 2815.72 ms
[2020-12-23 08:01:57 main:581] : INFO : Epoch 741 | loss: 0.0310815 | val_loss: 0.031182 | Time: 2814.04 ms
[2020-12-23 08:01:59 main:581] : INFO : Epoch 742 | loss: 0.0310797 | val_loss: 0.0311925 | Time: 2814.68 ms
[2020-12-23 08:02:02 main:581] : INFO : Epoch 743 | loss: 0.0310788 | val_loss: 0.0311828 | Time: 2837.12 ms
[2020-12-23 08:02:05 main:581] : INFO : Epoch 744 | loss: 0.0310812 | val_loss: 0.0311871 | Time: 2808.51 ms
[2020-12-23 08:02:08 main:581] : INFO : Epoch 745 | loss: 0.0310765 | val_loss: 0.0311918 | Time: 2817.68 ms
[2020-12-23 08:02:11 main:581] : INFO : Epoch 746 | loss: 0.0310858 | val_loss: 0.0311741 | Time: 2803.98 ms
[2020-12-23 08:02:13 main:581] : INFO : Epoch 747 | loss: 0.0310946 | val_loss: 0.0311773 | Time: 2804.36 ms
[2020-12-23 08:02:16 main:581] : INFO : Epoch 748 | loss: 0.0311036 | val_loss: 0.0311737 | Time: 2826.75 ms
[2020-12-23 08:02:19 main:581] : INFO : Epoch 749 | loss: 0.0310966 | val_loss: 0.0311851 | Time: 2808.38 ms
[2020-12-23 08:02:22 main:581] : INFO : Epoch 750 | loss: 0.031089 | val_loss: 0.031186 | Time: 2807.34 ms
[2020-12-23 08:02:25 main:581] : INFO : Epoch 751 | loss: 0.0310939 | val_loss: 0.0311746 | Time: 2805.96 ms
[2020-12-23 08:02:27 main:581] : INFO : Epoch 752 | loss: 0.0310969 | val_loss: 0.0311885 | Time: 2808.07 ms
[2020-12-23 08:02:30 main:581] : INFO : Epoch 753 | loss: 0.0310916 | val_loss: 0.0311833 | Time: 2800.78 ms
[2020-12-23 08:02:33 main:581] : INFO : Epoch 754 | loss: 0.0310862 | val_loss: 0.031188 | Time: 2815.78 ms
[2020-12-23 08:02:36 main:581] : INFO : Epoch 755 | loss: 0.031088 | val_loss: 0.0311829 | Time: 2800.44 ms
[2020-12-23 08:02:39 main:581] : INFO : Epoch 756 | loss: 0.0310879 | val_loss: 0.0311866 | Time: 2807.87 ms
[2020-12-23 08:02:42 main:581] : INFO : Epoch 757 | loss: 0.0310853 | val_loss: 0.0311858 | Time: 2805.81 ms
[2020-12-23 08:02:44 main:581] : INFO : Epoch 758 | loss: 0.0310902 | val_loss: 0.03119 | Time: 2812.06 ms
[2020-12-23 08:02:47 main:581] : INFO : Epoch 759 | loss: 0.0310851 | val_loss: 0.0311837 | Time: 2832.91 ms
[2020-12-23 08:02:50 main:581] : INFO : Epoch 760 | loss: 0.0310914 | val_loss: 0.0311711 | Time: 2808.1 ms
[2020-12-23 08:02:53 main:581] : INFO : Epoch 761 | loss: 0.0310887 | val_loss: 0.0311783 | Time: 2810.64 ms
[2020-12-23 08:02:56 main:581] : INFO : Epoch 762 | loss: 0.0310845 | val_loss: 0.0311908 | Time: 2806.53 ms
[2020-12-23 08:02:58 main:581] : INFO : Epoch 763 | loss: 0.031086 | val_loss: 0.0311813 | Time: 2812.89 ms
[2020-12-23 08:03:01 main:581] : INFO : Epoch 764 | loss: 0.0310847 | val_loss: 0.0311832 | Time: 2825.11 ms
[2020-12-23 08:03:04 main:581] : INFO : Epoch 765 | loss: 0.0310775 | val_loss: 0.0311947 | Time: 2810.3 ms
[2020-12-23 08:03:07 main:581] : INFO : Epoch 766 | loss: 0.031079 | val_loss: 0.0312107 | Time: 2812.61 ms
[2020-12-23 08:03:10 main:581] : INFO : Epoch 767 | loss: 0.0310842 | val_loss: 0.0311866 | Time: 2812.3 ms
[2020-12-23 08:03:12 main:581] : INFO : Epoch 768 | loss: 0.0310772 | val_loss: 0.0312023 | Time: 2811.85 ms
[2020-12-23 08:03:15 main:581] : INFO : Epoch 769 | loss: 0.0310838 | val_loss: 0.0311835 | Time: 2833 ms
[2020-12-23 08:03:18 main:581] : INFO : Epoch 770 | loss: 0.0310959 | val_loss: 0.0311653 | Time: 2810.67 ms
[2020-12-23 08:03:21 main:581] : INFO : Epoch 771 | loss: 0.0310937 | val_loss: 0.031196 | Time: 2809.36 ms
[2020-12-23 08:03:24 main:581] : INFO : Epoch 772 | loss: 0.0310917 | val_loss: 0.0311931 | Time: 2811.25 ms
[2020-12-23 08:03:27 main:581] : INFO : Epoch 773 | loss: 0.0310855 | val_loss: 0.0311934 | Time: 2809.78 ms
[2020-12-23 08:03:29 main:581] : INFO : Epoch 774 | loss: 0.0310867 | val_loss: 0.0311882 | Time: 2806.19 ms
[2020-12-23 08:03:32 main:581] : INFO : Epoch 775 | loss: 0.0310869 | val_loss: 0.0311879 | Time: 2803.7 ms
[2020-12-23 08:03:35 main:581] : INFO : Epoch 776 | loss: 0.0310833 | val_loss: 0.0311962 | Time: 2812.35 ms
[2020-12-23 08:03:38 main:581] : INFO : Epoch 777 | loss: 0.0310814 | val_loss: 0.0312095 | Time: 2804.48 ms
[2020-12-23 08:03:41 main:581] : INFO : Epoch 778 | loss: 0.0310816 | val_loss: 0.0311806 | Time: 2800.23 ms
[2020-12-23 08:03:43 main:581] : INFO : Epoch 779 | loss: 0.0310812 | val_loss: 0.0311843 | Time: 2801.8 ms
[2020-12-23 08:03:46 main:581] : INFO : Epoch 780 | loss: 0.0310798 | val_loss: 0.0311911 | Time: 2830.23 ms
[2020-12-23 08:03:49 main:581] : INFO : Epoch 781 | loss: 0.0310781 | val_loss: 0.0311824 | Time: 2812.33 ms
[2020-12-23 08:03:52 main:581] : INFO : Epoch 782 | loss: 0.0310815 | val_loss: 0.0311965 | Time: 2803.22 ms
[2020-12-23 08:03:55 main:581] : INFO : Epoch 783 | loss: 0.0310786 | val_loss: 0.0311848 | Time: 2813.6 ms
[2020-12-23 08:03:57 main:581] : INFO : Epoch 784 | loss: 0.0310755 | val_loss: 0.0311963 | Time: 2813.91 ms
[2020-12-23 08:04:00 main:581] : INFO : Epoch 785 | loss: 0.0310741 | val_loss: 0.0311899 | Time: 2838.32 ms
[2020-12-23 08:04:03 main:581] : INFO : Epoch 786 | loss: 0.0310746 | val_loss: 0.0311963 | Time: 2812.49 ms
[2020-12-23 08:04:06 main:581] : INFO : Epoch 787 | loss: 0.0310756 | val_loss: 0.0311961 | Time: 2811.57 ms
[2020-12-23 08:04:09 main:581] : INFO : Epoch 788 | loss: 0.031076 | val_loss: 0.0311894 | Time: 2803.31 ms
[2020-12-23 08:04:12 main:581] : INFO : Epoch 789 | loss: 0.0310769 | val_loss: 0.0311902 | Time: 2812.06 ms
[2020-12-23 08:04:14 main:581] : INFO : Epoch 790 | loss: 0.0310757 | val_loss: 0.031197 | Time: 2803.31 ms
[2020-12-23 08:04:17 main:581] : INFO : Epoch 791 | loss: 0.0310759 | val_loss: 0.0311806 | Time: 2838.66 ms
[2020-12-23 08:04:20 main:581] : INFO : Epoch 792 | loss: 0.031077 | val_loss: 0.0311982 | Time: 2806.46 ms
[2020-12-23 08:04:23 main:581] : INFO : Epoch 793 | loss: 0.0310736 | val_loss: 0.0311692 | Time: 2812.81 ms
[2020-12-23 08:04:26 main:581] : INFO : Epoch 794 | loss: 0.0310755 | val_loss: 0.0311824 | Time: 2809.25 ms
[2020-12-23 08:04:28 main:581] : INFO : Epoch 795 | loss: 0.0310756 | val_loss: 0.0311882 | Time: 2810.57 ms
[2020-12-23 08:04:31 main:581] : INFO : Epoch 796 | loss: 0.0310794 | val_loss: 0.0311854 | Time: 2808.82 ms
[2020-12-23 08:04:34 main:581] : INFO : Epoch 797 | loss: 0.0310752 | val_loss: 0.0311906 | Time: 2801.59 ms
[2020-12-23 08:04:37 main:581] : INFO : Epoch 798 | loss: 0.0310782 | val_loss: 0.0311754 | Time: 2813.72 ms
[2020-12-23 08:04:40 main:581] : INFO : Epoch 799 | loss: 0.0310771 | val_loss: 0.0311955 | Time: 2802.12 ms
[2020-12-23 08:04:42 main:581] : INFO : Epoch 800 | loss: 0.0310724 | val_loss: 0.0311859 | Time: 2803.78 ms
[2020-12-23 08:04:45 main:581] : INFO : Epoch 801 | loss: 0.0310726 | val_loss: 0.031204 | Time: 2834.34 ms
[2020-12-23 08:04:48 main:581] : INFO : Epoch 802 | loss: 0.0310756 | val_loss: 0.0311935 | Time: 2807.59 ms
[2020-12-23 08:04:51 main:581] : INFO : Epoch 803 | loss: 0.0310738 | val_loss: 0.0311928 | Time: 2810.81 ms
[2020-12-23 08:04:54 main:581] : INFO : Epoch 804 | loss: 0.0310785 | val_loss: 0.0312024 | Time: 2807.71 ms
[2020-12-23 08:04:57 main:581] : INFO : Epoch 805 | loss: 0.0310841 | val_loss: 0.0311796 | Time: 2816.95 ms
[2020-12-23 08:04:59 main:581] : INFO : Epoch 806 | loss: 0.0310756 | val_loss: 0.0311716 | Time: 2808.34 ms
[2020-12-23 08:05:02 main:581] : INFO : Epoch 807 | loss: 0.0310756 | val_loss: 0.0311935 | Time: 2838.05 ms
[2020-12-23 08:05:05 main:581] : INFO : Epoch 808 | loss: 0.0310726 | val_loss: 0.0312047 | Time: 2811.72 ms
[2020-12-23 08:05:08 main:581] : INFO : Epoch 809 | loss: 0.0310717 | val_loss: 0.0311768 | Time: 2815.62 ms
[2020-12-23 08:05:11 main:581] : INFO : Epoch 810 | loss: 0.0310741 | val_loss: 0.0311773 | Time: 2814.15 ms
[2020-12-23 08:05:13 main:581] : INFO : Epoch 811 | loss: 0.0310793 | val_loss: 0.0311836 | Time: 2812.57 ms
[2020-12-23 08:05:16 main:581] : INFO : Epoch 812 | loss: 0.0310743 | val_loss: 0.0312065 | Time: 2840.88 ms
[2020-12-23 08:05:19 main:581] : INFO : Epoch 813 | loss: 0.0310743 | val_loss: 0.0311962 | Time: 2811.96 ms
[2020-12-23 08:05:22 main:581] : INFO : Epoch 814 | loss: 0.0310725 | val_loss: 0.0311889 | Time: 2813.57 ms
[2020-12-23 08:05:25 main:581] : INFO : Epoch 815 | loss: 0.0310717 | val_loss: 0.0311891 | Time: 2814.2 ms
[2020-12-23 08:05:28 main:581] : INFO : Epoch 816 | loss: 0.0310708 | val_loss: 0.0311969 | Time: 2814.26 ms
[2020-12-23 08:05:30 main:581] : INFO : Epoch 817 | loss: 0.0310706 | val_loss: 0.0311962 | Time: 2815.07 ms
[2020-12-23 08:05:33 main:581] : INFO : Epoch 818 | loss: 0.0310675 | val_loss: 0.0311855 | Time: 2808.97 ms
[2020-12-23 08:05:36 main:581] : INFO : Epoch 819 | loss: 0.0310666 | val_loss: 0.0311997 | Time: 2811.59 ms
[2020-12-23 08:05:39 main:581] : INFO : Epoch 820 | loss: 0.0310716 | val_loss: 0.0311893 | Time: 2810.23 ms
[2020-12-23 08:05:42 main:581] : INFO : Epoch 821 | loss: 0.0310704 | val_loss: 0.0311941 | Time: 2813.22 ms
[2020-12-23 08:05:44 main:581] : INFO : Epoch 822 | loss: 0.0310662 | val_loss: 0.0311907 | Time: 2816.78 ms
[2020-12-23 08:05:47 main:581] : INFO : Epoch 823 | loss: 0.0310691 | val_loss: 0.0311985 | Time: 2835.85 ms
[2020-12-23 08:05:50 main:581] : INFO : Epoch 824 | loss: 0.0310703 | val_loss: 0.0311897 | Time: 2810.24 ms
[2020-12-23 08:05:53 main:581] : INFO : Epoch 825 | loss: 0.0310671 | val_loss: 0.0311864 | Time: 2809.2 ms
[2020-12-23 08:05:56 main:581] : INFO : Epoch 826 | loss: 0.0310646 | val_loss: 0.0311938 | Time: 2813.13 ms
[2020-12-23 08:05:58 main:581] : INFO : Epoch 827 | loss: 0.0310709 | val_loss: 0.0311762 | Time: 2812.11 ms
[2020-12-23 08:06:01 main:581] : INFO : Epoch 828 | loss: 0.0310862 | val_loss: 0.0311839 | Time: 2836.23 ms
[2020-12-23 08:06:04 main:581] : INFO : Epoch 829 | loss: 0.0310803 | val_loss: 0.0311785 | Time: 2807.07 ms
[2020-12-23 08:06:07 main:581] : INFO : Epoch 830 | loss: 0.0310788 | val_loss: 0.0311964 | Time: 2804.25 ms
[2020-12-23 08:06:10 main:581] : INFO : Epoch 831 | loss: 0.0310833 | val_loss: 0.03118 | Time: 2807.47 ms
[2020-12-23 08:06:13 main:581] : INFO : Epoch 832 | loss: 0.0310791 | val_loss: 0.0311779 | Time: 2805.08 ms
[2020-12-23 08:06:15 main:581] : INFO : Epoch 833 | loss: 0.03108 | val_loss: 0.0311824 | Time: 2825.55 ms
[2020-12-23 08:06:18 main:581] : INFO : Epoch 834 | loss: 0.0310896 | val_loss: 0.0311901 | Time: 2806.52 ms
[2020-12-23 08:06:21 main:581] : INFO : Epoch 835 | loss: 0.031094 | val_loss: 0.0311842 | Time: 2807.35 ms
[2020-12-23 08:06:24 main:581] : INFO : Epoch 836 | loss: 0.0310973 | val_loss: 0.0311785 | Time: 2810.18 ms
[2020-12-23 08:06:27 main:581] : INFO : Epoch 837 | loss: 0.031099 | val_loss: 0.0311762 | Time: 2802.77 ms
[2020-12-23 08:06:29 main:581] : INFO : Epoch 838 | loss: 0.0311044 | val_loss: 0.0311837 | Time: 2800.26 ms
[2020-12-23 08:06:32 main:581] : INFO : Epoch 839 | loss: 0.031108 | val_loss: 0.0311766 | Time: 2807.99 ms
[2020-12-23 08:06:35 main:581] : INFO : Epoch 840 | loss: 0.0311046 | val_loss: 0.0311742 | Time: 2797.29 ms
[2020-12-23 08:06:38 main:581] : INFO : Epoch 841 | loss: 0.0310971 | val_loss: 0.0311737 | Time: 2801.47 ms
[2020-12-23 08:06:41 main:581] : INFO : Epoch 842 | loss: 0.0310965 | val_loss: 0.0311703 | Time: 2807.53 ms
[2020-12-23 08:06:43 main:581] : INFO : Epoch 843 | loss: 0.0310986 | val_loss: 0.031182 | Time: 2806.56 ms
[2020-12-23 08:06:46 main:581] : INFO : Epoch 844 | loss: 0.0310965 | val_loss: 0.0311738 | Time: 2825.95 ms
[2020-12-23 08:06:49 main:581] : INFO : Epoch 845 | loss: 0.0310936 | val_loss: 0.0311696 | Time: 2801.58 ms
[2020-12-23 08:06:52 main:581] : INFO : Epoch 846 | loss: 0.0310899 | val_loss: 0.0311772 | Time: 2801.7 ms
[2020-12-23 08:06:55 main:581] : INFO : Epoch 847 | loss: 0.0310862 | val_loss: 0.0311772 | Time: 2806.71 ms
[2020-12-23 08:06:57 main:581] : INFO : Epoch 848 | loss: 0.0310924 | val_loss: 0.0311711 | Time: 2803.74 ms
[2020-12-23 08:07:00 main:581] : INFO : Epoch 849 | loss: 0.0311052 | val_loss: 0.0311739 | Time: 2831.16 ms
[2020-12-23 08:07:03 main:581] : INFO : Epoch 850 | loss: 0.0310927 | val_loss: 0.0311743 | Time: 2810.03 ms
[2020-12-23 08:07:06 main:581] : INFO : Epoch 851 | loss: 0.031087 | val_loss: 0.0311701 | Time: 2812.6 ms
[2020-12-23 08:07:09 main:581] : INFO : Epoch 852 | loss: 0.0310871 | val_loss: 0.0311887 | Time: 2812.28 ms
[2020-12-23 08:07:12 main:581] : INFO : Epoch 853 | loss: 0.0310812 | val_loss: 0.0311795 | Time: 2810.97 ms
[2020-12-23 08:07:14 main:581] : INFO : Epoch 854 | loss: 0.0310808 | val_loss: 0.0311791 | Time: 2812.67 ms
[2020-12-23 08:07:17 main:581] : INFO : Epoch 855 | loss: 0.0310779 | val_loss: 0.0311945 | Time: 2832.14 ms
[2020-12-23 08:07:20 main:581] : INFO : Epoch 856 | loss: 0.0310817 | val_loss: 0.0311797 | Time: 2812.76 ms
[2020-12-23 08:07:23 main:581] : INFO : Epoch 857 | loss: 0.0310767 | val_loss: 0.0311774 | Time: 2814.34 ms
[2020-12-23 08:07:26 main:581] : INFO : Epoch 858 | loss: 0.0310762 | val_loss: 0.0311878 | Time: 2813.82 ms
[2020-12-23 08:07:28 main:581] : INFO : Epoch 859 | loss: 0.0310779 | val_loss: 0.0311968 | Time: 2814.34 ms
[2020-12-23 08:07:31 main:581] : INFO : Epoch 860 | loss: 0.0310826 | val_loss: 0.0311837 | Time: 2813.47 ms
[2020-12-23 08:07:34 main:581] : INFO : Epoch 861 | loss: 0.0310897 | val_loss: 0.0311941 | Time: 2812.97 ms
[2020-12-23 08:07:37 main:581] : INFO : Epoch 862 | loss: 0.0310817 | val_loss: 0.0311835 | Time: 2813.92 ms
[2020-12-23 08:07:40 main:581] : INFO : Epoch 863 | loss: 0.0310777 | val_loss: 0.0311994 | Time: 2814.02 ms
[2020-12-23 08:07:43 main:581] : INFO : Epoch 864 | loss: 0.0310919 | val_loss: 0.0311731 | Time: 2814.89 ms
[2020-12-23 08:07:45 main:581] : INFO : Epoch 865 | loss: 0.0310941 | val_loss: 0.0311811 | Time: 2836.9 ms
[2020-12-23 08:07:48 main:581] : INFO : Epoch 866 | loss: 0.0310879 | val_loss: 0.0311831 | Time: 2813.43 ms
[2020-12-23 08:07:51 main:581] : INFO : Epoch 867 | loss: 0.0310893 | val_loss: 0.031198 | Time: 2809.87 ms
[2020-12-23 08:07:54 main:581] : INFO : Epoch 868 | loss: 0.0310926 | val_loss: 0.0311864 | Time: 2808.89 ms
[2020-12-23 08:07:57 main:581] : INFO : Epoch 869 | loss: 0.031093 | val_loss: 0.031192 | Time: 2812.18 ms
[2020-12-23 08:07:59 main:581] : INFO : Epoch 870 | loss: 0.0310946 | val_loss: 0.031181 | Time: 2813.88 ms
[2020-12-23 08:08:02 main:581] : INFO : Epoch 871 | loss: 0.0310933 | val_loss: 0.0311772 | Time: 2837.93 ms
[2020-12-23 08:08:05 main:581] : INFO : Epoch 872 | loss: 0.0310891 | val_loss: 0.0311883 | Time: 2812.87 ms
[2020-12-23 08:08:08 main:581] : INFO : Epoch 873 | loss: 0.031085 | val_loss: 0.0311857 | Time: 2801.65 ms
[2020-12-23 08:08:11 main:581] : INFO : Epoch 874 | loss: 0.0310966 | val_loss: 0.0311921 | Time: 2814.33 ms
[2020-12-23 08:08:14 main:581] : INFO : Epoch 875 | loss: 0.0310948 | val_loss: 0.0311911 | Time: 2808.06 ms
[2020-12-23 08:08:16 main:581] : INFO : Epoch 876 | loss: 0.0310912 | val_loss: 0.0311723 | Time: 2829.85 ms
[2020-12-23 08:08:19 main:581] : INFO : Epoch 877 | loss: 0.0310891 | val_loss: 0.0311887 | Time: 2810.06 ms
[2020-12-23 08:08:22 main:581] : INFO : Epoch 878 | loss: 0.031084 | val_loss: 0.0311929 | Time: 2810.66 ms
[2020-12-23 08:08:25 main:581] : INFO : Epoch 879 | loss: 0.0310842 | val_loss: 0.0311918 | Time: 2801.08 ms
[2020-12-23 08:08:28 main:581] : INFO : Epoch 880 | loss: 0.0310829 | val_loss: 0.0311848 | Time: 2812.03 ms
[2020-12-23 08:08:30 main:581] : INFO : Epoch 881 | loss: 0.0310805 | val_loss: 0.0311848 | Time: 2808.17 ms
[2020-12-23 08:08:33 main:581] : INFO : Epoch 882 | loss: 0.0310778 | val_loss: 0.0312113 | Time: 2815.1 ms
[2020-12-23 08:08:36 main:581] : INFO : Epoch 883 | loss: 0.0310816 | val_loss: 0.0311877 | Time: 2814.3 ms
[2020-12-23 08:08:39 main:581] : INFO : Epoch 884 | loss: 0.0310818 | val_loss: 0.0311959 | Time: 2811.87 ms
[2020-12-23 08:08:42 main:581] : INFO : Epoch 885 | loss: 0.031076 | val_loss: 0.031188 | Time: 2809.17 ms
[2020-12-23 08:08:44 main:581] : INFO : Epoch 886 | loss: 0.0310746 | val_loss: 0.0311964 | Time: 2818.51 ms
[2020-12-23 08:08:47 main:581] : INFO : Epoch 887 | loss: 0.0310743 | val_loss: 0.0311763 | Time: 2836.49 ms
[2020-12-23 08:08:50 main:581] : INFO : Epoch 888 | loss: 0.0310829 | val_loss: 0.0311855 | Time: 2814.6 ms
[2020-12-23 08:08:53 main:581] : INFO : Epoch 889 | loss: 0.03108 | val_loss: 0.0311756 | Time: 2816.02 ms
[2020-12-23 08:08:56 main:581] : INFO : Epoch 890 | loss: 0.0311077 | val_loss: 0.0311612 | Time: 2815.45 ms
[2020-12-23 08:08:59 main:581] : INFO : Epoch 891 | loss: 0.0311074 | val_loss: 0.0311901 | Time: 2815.99 ms
[2020-12-23 08:09:01 main:581] : INFO : Epoch 892 | loss: 0.0310986 | val_loss: 0.0311833 | Time: 2837.15 ms
[2020-12-23 08:09:04 main:581] : INFO : Epoch 893 | loss: 0.0310925 | val_loss: 0.0311837 | Time: 2805.59 ms
[2020-12-23 08:09:07 main:581] : INFO : Epoch 894 | loss: 0.031091 | val_loss: 0.0311851 | Time: 2808.38 ms
[2020-12-23 08:09:10 main:581] : INFO : Epoch 895 | loss: 0.0310908 | val_loss: 0.0311811 | Time: 2805.16 ms
[2020-12-23 08:09:13 main:581] : INFO : Epoch 896 | loss: 0.0310857 | val_loss: 0.0311925 | Time: 2815.16 ms
[2020-12-23 08:09:15 main:581] : INFO : Epoch 897 | loss: 0.0310826 | val_loss: 0.0311823 | Time: 2840.37 ms
[2020-12-23 08:09:18 main:581] : INFO : Epoch 898 | loss: 0.0310787 | val_loss: 0.0312091 | Time: 2812.22 ms
[2020-12-23 08:09:21 main:581] : INFO : Epoch 899 | loss: 0.0310768 | val_loss: 0.0311905 | Time: 2814.18 ms
[2020-12-23 08:09:24 main:581] : INFO : Epoch 900 | loss: 0.0310754 | val_loss: 0.0312127 | Time: 2813.46 ms
[2020-12-23 08:09:27 main:581] : INFO : Epoch 901 | loss: 0.0310755 | val_loss: 0.0311845 | Time: 2813.17 ms
[2020-12-23 08:09:30 main:581] : INFO : Epoch 902 | loss: 0.031075 | val_loss: 0.0311959 | Time: 2812.58 ms
[2020-12-23 08:09:32 main:581] : INFO : Epoch 903 | loss: 0.0310815 | val_loss: 0.0311957 | Time: 2815.56 ms
[2020-12-23 08:09:35 main:581] : INFO : Epoch 904 | loss: 0.0310878 | val_loss: 0.0311845 | Time: 2812.89 ms
[2020-12-23 08:09:38 main:581] : INFO : Epoch 905 | loss: 0.031084 | val_loss: 0.0312072 | Time: 2812.65 ms
[2020-12-23 08:09:41 main:581] : INFO : Epoch 906 | loss: 0.031084 | val_loss: 0.0311754 | Time: 2813.35 ms
[2020-12-23 08:09:44 main:581] : INFO : Epoch 907 | loss: 0.0310876 | val_loss: 0.0311899 | Time: 2813.92 ms
[2020-12-23 08:09:46 main:581] : INFO : Epoch 908 | loss: 0.031079 | val_loss: 0.0312036 | Time: 2834.69 ms
[2020-12-23 08:09:49 main:581] : INFO : Epoch 909 | loss: 0.0310819 | val_loss: 0.0311877 | Time: 2816.75 ms
[2020-12-23 08:09:52 main:581] : INFO : Epoch 910 | loss: 0.031079 | val_loss: 0.0311969 | Time: 2814.65 ms
[2020-12-23 08:09:55 main:581] : INFO : Epoch 911 | loss: 0.0310845 | val_loss: 0.0311967 | Time: 2806.55 ms
[2020-12-23 08:09:58 main:581] : INFO : Epoch 912 | loss: 0.0310805 | val_loss: 0.0312038 | Time: 2803.15 ms
[2020-12-23 08:10:01 main:581] : INFO : Epoch 913 | loss: 0.0310758 | val_loss: 0.0311934 | Time: 2837.95 ms
[2020-12-23 08:10:03 main:581] : INFO : Epoch 914 | loss: 0.0310752 | val_loss: 0.0311919 | Time: 2812.31 ms
[2020-12-23 08:10:06 main:581] : INFO : Epoch 915 | loss: 0.0310819 | val_loss: 0.0311905 | Time: 2811.88 ms
[2020-12-23 08:10:09 main:581] : INFO : Epoch 916 | loss: 0.0310845 | val_loss: 0.0311902 | Time: 2814.28 ms
[2020-12-23 08:10:12 main:581] : INFO : Epoch 917 | loss: 0.0310815 | val_loss: 0.0311838 | Time: 2815.44 ms
[2020-12-23 08:10:15 main:581] : INFO : Epoch 918 | loss: 0.0310804 | val_loss: 0.031182 | Time: 2814.75 ms
[2020-12-23 08:10:17 main:581] : INFO : Epoch 919 | loss: 0.0310791 | val_loss: 0.0312042 | Time: 2812.89 ms
[2020-12-23 08:10:20 main:581] : INFO : Epoch 920 | loss: 0.0310732 | val_loss: 0.0311874 | Time: 2804.25 ms
[2020-12-23 08:10:23 main:581] : INFO : Epoch 921 | loss: 0.0310693 | val_loss: 0.0311945 | Time: 2816.35 ms
[2020-12-23 08:10:26 main:581] : INFO : Epoch 922 | loss: 0.0310647 | val_loss: 0.0311936 | Time: 2815.45 ms
[2020-12-23 08:10:29 main:581] : INFO : Epoch 923 | loss: 0.0310649 | val_loss: 0.0311993 | Time: 2813.34 ms
[2020-12-23 08:10:31 main:581] : INFO : Epoch 924 | loss: 0.0310666 | val_loss: 0.0311922 | Time: 2814.31 ms
[2020-12-23 08:10:34 main:581] : INFO : Epoch 925 | loss: 0.0310669 | val_loss: 0.0312243 | Time: 2803.44 ms
[2020-12-23 08:10:37 main:581] : INFO : Epoch 926 | loss: 0.031067 | val_loss: 0.0311688 | Time: 2814.25 ms
[2020-12-23 08:10:40 main:581] : INFO : Epoch 927 | loss: 0.0310704 | val_loss: 0.0311967 | Time: 2808.15 ms
[2020-12-23 08:10:43 main:581] : INFO : Epoch 928 | loss: 0.0310714 | val_loss: 0.0312069 | Time: 2810.3 ms
[2020-12-23 08:10:46 main:581] : INFO : Epoch 929 | loss: 0.0310743 | val_loss: 0.0311805 | Time: 2836.43 ms
[2020-12-23 08:10:48 main:581] : INFO : Epoch 930 | loss: 0.0310938 | val_loss: 0.0311987 | Time: 2813.2 ms
[2020-12-23 08:10:51 main:581] : INFO : Epoch 931 | loss: 0.0310785 | val_loss: 0.0312142 | Time: 2807.35 ms
[2020-12-23 08:10:54 main:581] : INFO : Epoch 932 | loss: 0.0310886 | val_loss: 0.0311845 | Time: 2813.94 ms
[2020-12-23 08:10:57 main:581] : INFO : Epoch 933 | loss: 0.0310795 | val_loss: 0.0311887 | Time: 2812.98 ms
[2020-12-23 08:11:00 main:581] : INFO : Epoch 934 | loss: 0.0310726 | val_loss: 0.0311835 | Time: 2822.16 ms
[2020-12-23 08:11:02 main:581] : INFO : Epoch 935 | loss: 0.0310715 | val_loss: 0.0311909 | Time: 2813.65 ms
[2020-12-23 08:11:05 main:581] : INFO : Epoch 936 | loss: 0.031073 | val_loss: 0.03118 | Time: 2805.8 ms
[2020-12-23 08:11:08 main:581] : INFO : Epoch 937 | loss: 0.0310735 | val_loss: 0.031181 | Time: 2815.26 ms
[2020-12-23 08:11:11 main:581] : INFO : Epoch 938 | loss: 0.0310723 | val_loss: 0.0311824 | Time: 2813.31 ms
[2020-12-23 08:11:14 main:581] : INFO : Epoch 939 | loss: 0.0310671 | val_loss: 0.0311976 | Time: 2812.63 ms
[2020-12-23 08:11:17 main:581] : INFO : Epoch 940 | loss: 0.0310708 | val_loss: 0.0311919 | Time: 2837.59 ms
[2020-12-23 08:11:19 main:581] : INFO : Epoch 941 | loss: 0.0310712 | val_loss: 0.0312053 | Time: 2811.37 ms
[2020-12-23 08:11:22 main:581] : INFO : Epoch 942 | loss: 0.0310753 | val_loss: 0.0311794 | Time: 2813.94 ms
[2020-12-23 08:11:25 main:581] : INFO : Epoch 943 | loss: 0.031072 | val_loss: 0.0311855 | Time: 2813.46 ms
[2020-12-23 08:11:28 main:581] : INFO : Epoch 944 | loss: 0.0310738 | val_loss: 0.0311927 | Time: 2812.79 ms
[2020-12-23 08:11:31 main:581] : INFO : Epoch 945 | loss: 0.0310738 | val_loss: 0.031203 | Time: 2811.9 ms
[2020-12-23 08:11:33 main:581] : INFO : Epoch 946 | loss: 0.0310776 | val_loss: 0.0311885 | Time: 2809.64 ms
[2020-12-23 08:11:36 main:581] : INFO : Epoch 947 | loss: 0.0310732 | val_loss: 0.0311935 | Time: 2807 ms
[2020-12-23 08:11:39 main:581] : INFO : Epoch 948 | loss: 0.0310673 | val_loss: 0.0311867 | Time: 2816.04 ms
[2020-12-23 08:11:42 main:581] : INFO : Epoch 949 | loss: 0.0310767 | val_loss: 0.0311939 | Time: 2813.53 ms
[2020-12-23 08:11:45 main:581] : INFO : Epoch 950 | loss: 0.0310973 | val_loss: 0.0311572 | Time: 2823.51 ms
[2020-12-23 08:11:47 main:581] : INFO : Epoch 951 | loss: 0.0311255 | val_loss: 0.0311585 | Time: 2812.49 ms
[2020-12-23 08:11:50 main:581] : INFO : Epoch 952 | loss: 0.031125 | val_loss: 0.0311566 | Time: 2813.99 ms
[2020-12-23 08:11:53 main:581] : INFO : Epoch 953 | loss: 0.0311176 | val_loss: 0.0311672 | Time: 2817.45 ms
[2020-12-23 08:11:56 main:581] : INFO : Epoch 954 | loss: 0.0311057 | val_loss: 0.0311736 | Time: 2814.74 ms
[2020-12-23 08:11:59 main:581] : INFO : Epoch 955 | loss: 0.0310974 | val_loss: 0.0311871 | Time: 2814.56 ms
[2020-12-23 08:12:02 main:581] : INFO : Epoch 956 | loss: 0.0311175 | val_loss: 0.0311786 | Time: 2838.72 ms
[2020-12-23 08:12:04 main:581] : INFO : Epoch 957 | loss: 0.0311141 | val_loss: 0.0311786 | Time: 2802.57 ms
[2020-12-23 08:12:07 main:581] : INFO : Epoch 958 | loss: 0.031106 | val_loss: 0.0311821 | Time: 2814.02 ms
[2020-12-23 08:12:10 main:581] : INFO : Epoch 959 | loss: 0.0310978 | val_loss: 0.0311859 | Time: 2812.72 ms
[2020-12-23 08:12:13 main:581] : INFO : Epoch 960 | loss: 0.0310952 | val_loss: 0.0311898 | Time: 2812.37 ms
[2020-12-23 08:12:16 main:581] : INFO : Epoch 961 | loss: 0.0310934 | val_loss: 0.0311782 | Time: 2836.35 ms
[2020-12-23 08:12:18 main:581] : INFO : Epoch 962 | loss: 0.0310866 | val_loss: 0.0311925 | Time: 2811.24 ms
[2020-12-23 08:12:21 main:581] : INFO : Epoch 963 | loss: 0.0310836 | val_loss: 0.0311896 | Time: 2817.09 ms
[2020-12-23 08:12:24 main:581] : INFO : Epoch 964 | loss: 0.031083 | val_loss: 0.0311762 | Time: 2817.34 ms
[2020-12-23 08:12:27 main:581] : INFO : Epoch 965 | loss: 0.0310801 | val_loss: 0.0311963 | Time: 2816.01 ms
[2020-12-23 08:12:30 main:581] : INFO : Epoch 966 | loss: 0.0310747 | val_loss: 0.0311789 | Time: 2816.55 ms
[2020-12-23 08:12:33 main:581] : INFO : Epoch 967 | loss: 0.0310808 | val_loss: 0.0311844 | Time: 2817.35 ms
[2020-12-23 08:12:35 main:581] : INFO : Epoch 968 | loss: 0.0310801 | val_loss: 0.0311948 | Time: 2813.8 ms
[2020-12-23 08:12:38 main:581] : INFO : Epoch 969 | loss: 0.031079 | val_loss: 0.0311867 | Time: 2815.08 ms
[2020-12-23 08:12:41 main:581] : INFO : Epoch 970 | loss: 0.0310892 | val_loss: 0.0311748 | Time: 2818.81 ms
[2020-12-23 08:12:44 main:581] : INFO : Epoch 971 | loss: 0.0310891 | val_loss: 0.031179 | Time: 2806.09 ms
[2020-12-23 08:12:47 main:581] : INFO : Epoch 972 | loss: 0.0310855 | val_loss: 0.0311863 | Time: 2807.41 ms
[2020-12-23 08:12:49 main:581] : INFO : Epoch 973 | loss: 0.0310848 | val_loss: 0.0311783 | Time: 2812.49 ms
[2020-12-23 08:12:52 main:581] : INFO : Epoch 974 | loss: 0.0310826 | val_loss: 0.0311917 | Time: 2810.61 ms
[2020-12-23 08:12:55 main:581] : INFO : Epoch 975 | loss: 0.0310833 | val_loss: 0.0311811 | Time: 2811.68 ms
[2020-12-23 08:12:58 main:581] : INFO : Epoch 976 | loss: 0.031089 | val_loss: 0.0311869 | Time: 2815.55 ms
[2020-12-23 08:13:01 main:581] : INFO : Epoch 977 | loss: 0.0310841 | val_loss: 0.0311837 | Time: 2823.1 ms
[2020-12-23 08:13:03 main:581] : INFO : Epoch 978 | loss: 0.031089 | val_loss: 0.0311832 | Time: 2809.71 ms
[2020-12-23 08:13:06 main:581] : INFO : Epoch 979 | loss: 0.031085 | val_loss: 0.0311947 | Time: 2803.16 ms
[2020-12-23 08:13:09 main:581] : INFO : Epoch 980 | loss: 0.0310819 | val_loss: 0.0311903 | Time: 2820.46 ms
[2020-12-23 08:13:12 main:581] : INFO : Epoch 981 | loss: 0.0310856 | val_loss: 0.0311914 | Time: 2816.23 ms
[2020-12-23 08:13:15 main:581] : INFO : Epoch 982 | loss: 0.031084 | val_loss: 0.0311953 | Time: 2814.45 ms
[2020-12-23 08:13:18 main:581] : INFO : Epoch 983 | loss: 0.0310804 | val_loss: 0.0311818 | Time: 2820.73 ms
[2020-12-23 08:13:20 main:581] : INFO : Epoch 984 | loss: 0.0310795 | val_loss: 0.0311939 | Time: 2802.55 ms
[2020-12-23 08:13:23 main:581] : INFO : Epoch 985 | loss: 0.0310795 | val_loss: 0.0311921 | Time: 2811.05 ms
[2020-12-23 08:13:26 main:581] : INFO : Epoch 986 | loss: 0.0310805 | val_loss: 0.0311857 | Time: 2815.65 ms
[2020-12-23 08:13:29 main:581] : INFO : Epoch 987 | loss: 0.0310747 | val_loss: 0.0311977 | Time: 2818.41 ms
[2020-12-23 08:13:32 main:581] : INFO : Epoch 988 | loss: 0.0310725 | val_loss: 0.0312049 | Time: 2816.05 ms
[2020-12-23 08:13:34 main:581] : INFO : Epoch 989 | loss: 0.0310773 | val_loss: 0.0311854 | Time: 2813.39 ms
[2020-12-23 08:13:37 main:581] : INFO : Epoch 990 | loss: 0.0310821 | val_loss: 0.0311905 | Time: 2816.16 ms
[2020-12-23 08:13:40 main:581] : INFO : Epoch 991 | loss: 0.0310913 | val_loss: 0.0311736 | Time: 2813.41 ms
[2020-12-23 08:13:43 main:581] : INFO : Epoch 992 | loss: 0.0310898 | val_loss: 0.0311792 | Time: 2815.6 ms
[2020-12-23 08:13:46 main:581] : INFO : Epoch 993 | loss: 0.0310838 | val_loss: 0.0311778 | Time: 2816.4 ms
[2020-12-23 08:13:49 main:581] : INFO : Epoch 994 | loss: 0.0310892 | val_loss: 0.0311786 | Time: 2822.79 ms
[2020-12-23 08:13:51 main:581] : INFO : Epoch 995 | loss: 0.0310873 | val_loss: 0.0311836 | Time: 2806.83 ms
[2020-12-23 08:13:54 main:581] : INFO : Epoch 996 | loss: 0.0310885 | val_loss: 0.031184 | Time: 2806.89 ms
[2020-12-23 08:13:57 main:581] : INFO : Epoch 997 | loss: 0.0310887 | val_loss: 0.0311888 | Time: 2813.95 ms
[2020-12-23 08:14:00 main:581] : INFO : Epoch 998 | loss: 0.0310875 | val_loss: 0.0311731 | Time: 2814.08 ms
[2020-12-23 08:14:03 main:581] : INFO : Epoch 999 | loss: 0.0310889 | val_loss: 0.031177 | Time: 2820.72 ms
[2020-12-23 08:14:05 main:581] : INFO : Epoch 1000 | loss: 0.0310861 | val_loss: 0.0311833 | Time: 2809.8 ms
[2020-12-23 08:14:08 main:581] : INFO : Epoch 1001 | loss: 0.0310829 | val_loss: 0.0311776 | Time: 2818.95 ms
[2020-12-23 08:14:11 main:581] : INFO : Epoch 1002 | loss: 0.0310893 | val_loss: 0.0311786 | Time: 2821.89 ms
[2020-12-23 08:14:14 main:581] : INFO : Epoch 1003 | loss: 0.03109 | val_loss: 0.0311758 | Time: 2807.22 ms
[2020-12-23 08:14:17 main:581] : INFO : Epoch 1004 | loss: 0.03109 | val_loss: 0.0311778 | Time: 2804.2 ms
[2020-12-23 08:14:19 main:581] : INFO : Epoch 1005 | loss: 0.0310965 | val_loss: 0.0311756 | Time: 2813.81 ms
[2020-12-23 08:14:22 main:581] : INFO : Epoch 1006 | loss: 0.0310955 | val_loss: 0.0311764 | Time: 2813.59 ms
[2020-12-23 08:14:25 main:581] : INFO : Epoch 1007 | loss: 0.0310901 | val_loss: 0.0311904 | Time: 2810.22 ms
[2020-12-23 08:14:28 main:581] : INFO : Epoch 1008 | loss: 0.0310866 | val_loss: 0.0311885 | Time: 2800.58 ms
[2020-12-23 08:14:31 main:581] : INFO : Epoch 1009 | loss: 0.0310858 | val_loss: 0.0311921 | Time: 2808.98 ms
[2020-12-23 08:14:34 main:581] : INFO : Epoch 1010 | loss: 0.0310849 | val_loss: 0.0311767 | Time: 2819.24 ms
[2020-12-23 08:14:36 main:581] : INFO : Epoch 1011 | loss: 0.0310901 | val_loss: 0.0311695 | Time: 2804.16 ms
[2020-12-23 08:14:39 main:581] : INFO : Epoch 1012 | loss: 0.0311 | val_loss: 0.0311728 | Time: 2807.32 ms
[2020-12-23 08:14:42 main:581] : INFO : Epoch 1013 | loss: 0.0311064 | val_loss: 0.0311645 | Time: 2810.85 ms
[2020-12-23 08:14:45 main:581] : INFO : Epoch 1014 | loss: 0.0311056 | val_loss: 0.0311776 | Time: 2809.1 ms
[2020-12-23 08:14:48 main:581] : INFO : Epoch 1015 | loss: 0.031099 | val_loss: 0.0311835 | Time: 2812.23 ms
[2020-12-23 08:14:50 main:581] : INFO : Epoch 1016 | loss: 0.0310963 | val_loss: 0.031192 | Time: 2813.64 ms
[2020-12-23 08:14:53 main:581] : INFO : Epoch 1017 | loss: 0.0310915 | val_loss: 0.0311781 | Time: 2816.13 ms
[2020-12-23 08:14:56 main:581] : INFO : Epoch 1018 | loss: 0.0310864 | val_loss: 0.0311862 | Time: 2816.65 ms
[2020-12-23 08:14:59 main:581] : INFO : Epoch 1019 | loss: 0.0310844 | val_loss: 0.0311934 | Time: 2814.89 ms
[2020-12-23 08:15:02 main:581] : INFO : Epoch 1020 | loss: 0.0310837 | val_loss: 0.0312095 | Time: 2817.21 ms
[2020-12-23 08:15:04 main:581] : INFO : Epoch 1021 | loss: 0.0310872 | val_loss: 0.0311731 | Time: 2814.95 ms
[2020-12-23 08:15:07 main:581] : INFO : Epoch 1022 | loss: 0.0310901 | val_loss: 0.031174 | Time: 2815.43 ms
[2020-12-23 08:15:10 main:581] : INFO : Epoch 1023 | loss: 0.0310885 | val_loss: 0.0311834 | Time: 2815.66 ms
[2020-12-23 08:15:13 main:581] : INFO : Epoch 1024 | loss: 0.0310873 | val_loss: 0.0311893 | Time: 2815.97 ms
[2020-12-23 08:15:13 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311893
[2020-12-23 08:15:13 main:610] : INFO : Saving end state to config to file
[2020-12-23 08:15:13 main:615] : INFO : Success, exiting..
08:15:13 (2501575): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)