Task 3182161
| Name | ParityModified-1605150927-25385-6_0 |
| Workunit | 1476593 |
| Created | 5 Dec 2020, 13:01:53 UTC |
| Sent | 6 Dec 2020, 9:51:17 UTC |
| Report deadline | 13 Dec 2020, 9:51:17 UTC |
| Received | 6 Dec 2020, 10:50:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5217 |
| Run time | 55 min 56 sec |
| CPU time | 55 min 2 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,180.19 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 514 | loss: 0.0312113 | val_loss: 0.0312102 | Time: 3186.17 ms
[2020-12-06 11:22:31 main:574] : INFO : Epoch 515 | loss: 0.0312105 | val_loss: 0.0312076 | Time: 3203.12 ms
[2020-12-06 11:22:34 main:574] : INFO : Epoch 516 | loss: 0.0312083 | val_loss: 0.0312034 | Time: 3197.76 ms
[2020-12-06 11:22:37 main:574] : INFO : Epoch 517 | loss: 0.0312017 | val_loss: 0.0311967 | Time: 3227.4 ms
[2020-12-06 11:22:41 main:574] : INFO : Epoch 518 | loss: 0.0311983 | val_loss: 0.0311935 | Time: 3209.53 ms
[2020-12-06 11:22:44 main:574] : INFO : Epoch 519 | loss: 0.0311974 | val_loss: 0.0312086 | Time: 3224.75 ms
[2020-12-06 11:22:47 main:574] : INFO : Epoch 520 | loss: 0.0312028 | val_loss: 0.0312014 | Time: 3200.3 ms
[2020-12-06 11:22:50 main:574] : INFO : Epoch 521 | loss: 0.0312035 | val_loss: 0.031197 | Time: 3205.33 ms
[2020-12-06 11:22:53 main:574] : INFO : Epoch 522 | loss: 0.0312 | val_loss: 0.0311974 | Time: 3201.3 ms
[2020-12-06 11:22:57 main:574] : INFO : Epoch 523 | loss: 0.0311985 | val_loss: 0.0311968 | Time: 3229.11 ms
[2020-12-06 11:23:00 main:574] : INFO : Epoch 524 | loss: 0.0311967 | val_loss: 0.0311952 | Time: 3248.59 ms
[2020-12-06 11:23:03 main:574] : INFO : Epoch 525 | loss: 0.0311962 | val_loss: 0.031196 | Time: 3299.96 ms
[2020-12-06 11:23:07 main:574] : INFO : Epoch 526 | loss: 0.0311953 | val_loss: 0.0311979 | Time: 3285.41 ms
[2020-12-06 11:23:10 main:574] : INFO : Epoch 527 | loss: 0.0311969 | val_loss: 0.0311982 | Time: 3255.91 ms
[2020-12-06 11:23:13 main:574] : INFO : Epoch 528 | loss: 0.0311961 | val_loss: 0.0311995 | Time: 3190.56 ms
[2020-12-06 11:23:16 main:574] : INFO : Epoch 529 | loss: 0.0311973 | val_loss: 0.0311988 | Time: 3264.53 ms
[2020-12-06 11:23:20 main:574] : INFO : Epoch 530 | loss: 0.0311945 | val_loss: 0.0311979 | Time: 3237.66 ms
[2020-12-06 11:23:23 main:574] : INFO : Epoch 531 | loss: 0.031194 | val_loss: 0.0311972 | Time: 3217.35 ms
[2020-12-06 11:23:26 main:574] : INFO : Epoch 532 | loss: 0.0311942 | val_loss: 0.0311964 | Time: 3264.07 ms
[2020-12-06 11:23:29 main:574] : INFO : Epoch 533 | loss: 0.0311939 | val_loss: 0.0311965 | Time: 3271.18 ms
[2020-12-06 11:23:33 main:574] : INFO : Epoch 534 | loss: 0.0311934 | val_loss: 0.031197 | Time: 3189.45 ms
[2020-12-06 11:23:36 main:574] : INFO : Epoch 535 | loss: 0.0311932 | val_loss: 0.0311965 | Time: 3205.62 ms
[2020-12-06 11:23:39 main:574] : INFO : Epoch 536 | loss: 0.0311923 | val_loss: 0.0311945 | Time: 3229.12 ms
[2020-12-06 11:23:42 main:574] : INFO : Epoch 537 | loss: 0.031194 | val_loss: 0.031195 | Time: 3232.6 ms
[2020-12-06 11:23:46 main:574] : INFO : Epoch 538 | loss: 0.0311923 | val_loss: 0.0311981 | Time: 3199.6 ms
[2020-12-06 11:23:49 main:574] : INFO : Epoch 539 | loss: 0.0311921 | val_loss: 0.0311964 | Time: 3215.57 ms
[2020-12-06 11:23:52 main:574] : INFO : Epoch 540 | loss: 0.031191 | val_loss: 0.0311948 | Time: 3176.76 ms
[2020-12-06 11:23:55 main:574] : INFO : Epoch 541 | loss: 0.0311909 | val_loss: 0.0311968 | Time: 3193.57 ms
[2020-12-06 11:23:58 main:574] : INFO : Epoch 542 | loss: 0.031194 | val_loss: 0.031198 | Time: 3206.18 ms
[2020-12-06 11:24:02 main:574] : INFO : Epoch 543 | loss: 0.0311958 | val_loss: 0.0311981 | Time: 3182.28 ms
[2020-12-06 11:24:05 main:574] : INFO : Epoch 544 | loss: 0.0311958 | val_loss: 0.0311969 | Time: 3202.39 ms
[2020-12-06 11:24:08 main:574] : INFO : Epoch 545 | loss: 0.0311937 | val_loss: 0.031195 | Time: 3225.18 ms
[2020-12-06 11:24:11 main:574] : INFO : Epoch 546 | loss: 0.0311935 | val_loss: 0.0311952 | Time: 3193.8 ms
[2020-12-06 11:24:15 main:574] : INFO : Epoch 547 | loss: 0.0311932 | val_loss: 0.0311954 | Time: 3207.46 ms
[2020-12-06 11:24:18 main:574] : INFO : Epoch 548 | loss: 0.0311952 | val_loss: 0.0311952 | Time: 3189.3 ms
[2020-12-06 11:24:21 main:574] : INFO : Epoch 549 | loss: 0.0311922 | val_loss: 0.0311957 | Time: 3169.74 ms
[2020-12-06 11:24:24 main:574] : INFO : Epoch 550 | loss: 0.0311921 | val_loss: 0.0311957 | Time: 3245.36 ms
[2020-12-06 11:24:27 main:574] : INFO : Epoch 551 | loss: 0.0311922 | val_loss: 0.0311966 | Time: 3206.15 ms
[2020-12-06 11:24:31 main:574] : INFO : Epoch 552 | loss: 0.0311944 | val_loss: 0.0311989 | Time: 3223.93 ms
[2020-12-06 11:24:34 main:574] : INFO : Epoch 553 | loss: 0.0311949 | val_loss: 0.0311965 | Time: 3190.63 ms
[2020-12-06 11:24:37 main:574] : INFO : Epoch 554 | loss: 0.0311942 | val_loss: 0.0311933 | Time: 3205.96 ms
[2020-12-06 11:24:40 main:574] : INFO : Epoch 555 | loss: 0.0311941 | val_loss: 0.0311928 | Time: 3187.34 ms
[2020-12-06 11:24:44 main:574] : INFO : Epoch 556 | loss: 0.0311929 | val_loss: 0.03119 | Time: 3219.42 ms
[2020-12-06 11:24:47 main:574] : INFO : Epoch 557 | loss: 0.0311925 | val_loss: 0.0311931 | Time: 3204.39 ms
[2020-12-06 11:24:50 main:574] : INFO : Epoch 558 | loss: 0.0311932 | val_loss: 0.0311946 | Time: 3181.71 ms
[2020-12-06 11:24:53 main:574] : INFO : Epoch 559 | loss: 0.0311921 | val_loss: 0.0311901 | Time: 3177.86 ms
[2020-12-06 11:24:57 main:574] : INFO : Epoch 560 | loss: 0.031191 | val_loss: 0.0311912 | Time: 3266.48 ms
[2020-12-06 11:25:00 main:574] : INFO : Epoch 561 | loss: 0.0311904 | val_loss: 0.0311899 | Time: 3339.26 ms
[2020-12-06 11:25:03 main:574] : INFO : Epoch 562 | loss: 0.03119 | val_loss: 0.0311905 | Time: 3314.79 ms
[2020-12-06 11:25:06 main:574] : INFO : Epoch 563 | loss: 0.03119 | val_loss: 0.0311904 | Time: 3223.96 ms
[2020-12-06 11:25:10 main:574] : INFO : Epoch 564 | loss: 0.0311905 | val_loss: 0.0311921 | Time: 3212.37 ms
[2020-12-06 11:25:13 main:574] : INFO : Epoch 565 | loss: 0.0311909 | val_loss: 0.0311902 | Time: 3306.51 ms
[2020-12-06 11:25:16 main:574] : INFO : Epoch 566 | loss: 0.03119 | val_loss: 0.0311907 | Time: 3209.85 ms
[2020-12-06 11:25:19 main:574] : INFO : Epoch 567 | loss: 0.03119 | val_loss: 0.0311942 | Time: 3213.52 ms
[2020-12-06 11:25:23 main:574] : INFO : Epoch 568 | loss: 0.0311921 | val_loss: 0.0311949 | Time: 3245.15 ms
[2020-12-06 11:25:26 main:574] : INFO : Epoch 569 | loss: 0.0311927 | val_loss: 0.0311894 | Time: 3200 ms
[2020-12-06 11:25:29 main:574] : INFO : Epoch 570 | loss: 0.0311919 | val_loss: 0.031194 | Time: 3188.6 ms
[2020-12-06 11:25:32 main:574] : INFO : Epoch 571 | loss: 0.0311947 | val_loss: 0.0311949 | Time: 3209.52 ms
[2020-12-06 11:25:36 main:574] : INFO : Epoch 572 | loss: 0.0311921 | val_loss: 0.0311978 | Time: 3196.02 ms
[2020-12-06 11:25:39 main:574] : INFO : Epoch 573 | loss: 0.0311931 | val_loss: 0.0311907 | Time: 3207.7 ms
[2020-12-06 11:25:42 main:574] : INFO : Epoch 574 | loss: 0.0311898 | val_loss: 0.0311896 | Time: 3187.54 ms
[2020-12-06 11:25:45 main:574] : INFO : Epoch 575 | loss: 0.03119 | val_loss: 0.0311898 | Time: 3185.52 ms
[2020-12-06 11:25:48 main:574] : INFO : Epoch 576 | loss: 0.0311882 | val_loss: 0.0311887 | Time: 3204.28 ms
[2020-12-06 11:25:52 main:574] : INFO : Epoch 577 | loss: 0.0311874 | val_loss: 0.0311888 | Time: 3201.22 ms
[2020-12-06 11:25:55 main:574] : INFO : Epoch 578 | loss: 0.0311884 | val_loss: 0.0311912 | Time: 3194.93 ms
[2020-12-06 11:25:58 main:574] : INFO : Epoch 579 | loss: 0.0311905 | val_loss: 0.0311915 | Time: 3183.58 ms
[2020-12-06 11:26:01 main:574] : INFO : Epoch 580 | loss: 0.0311894 | val_loss: 0.0311894 | Time: 3207.11 ms
[2020-12-06 11:26:05 main:574] : INFO : Epoch 581 | loss: 0.0311862 | val_loss: 0.03119 | Time: 3215.25 ms
[2020-12-06 11:26:08 main:574] : INFO : Epoch 582 | loss: 0.0311869 | val_loss: 0.0311913 | Time: 3194.46 ms
[2020-12-06 11:26:11 main:574] : INFO : Epoch 583 | loss: 0.0311856 | val_loss: 0.0311899 | Time: 3209.45 ms
[2020-12-06 11:26:14 main:574] : INFO : Epoch 584 | loss: 0.0311865 | val_loss: 0.0311895 | Time: 3187.07 ms
[2020-12-06 11:26:17 main:574] : INFO : Epoch 585 | loss: 0.0311876 | val_loss: 0.0311896 | Time: 3196.52 ms
[2020-12-06 11:26:21 main:574] : INFO : Epoch 586 | loss: 0.0311865 | val_loss: 0.031192 | Time: 3197.58 ms
[2020-12-06 11:26:24 main:574] : INFO : Epoch 587 | loss: 0.0311865 | val_loss: 0.0311934 | Time: 3232.23 ms
[2020-12-06 11:26:27 main:574] : INFO : Epoch 588 | loss: 0.0311859 | val_loss: 0.0311901 | Time: 3203.17 ms
[2020-12-06 11:26:30 main:574] : INFO : Epoch 589 | loss: 0.0311868 | val_loss: 0.031192 | Time: 3224.56 ms
[2020-12-06 11:26:34 main:574] : INFO : Epoch 590 | loss: 0.0311878 | val_loss: 0.0311901 | Time: 3220.52 ms
[2020-12-06 11:26:37 main:574] : INFO : Epoch 591 | loss: 0.0311874 | val_loss: 0.0311899 | Time: 3170.25 ms
[2020-12-06 11:26:40 main:574] : INFO : Epoch 592 | loss: 0.0311888 | val_loss: 0.0311912 | Time: 3276.31 ms
[2020-12-06 11:26:43 main:574] : INFO : Epoch 593 | loss: 0.0311884 | val_loss: 0.0311918 | Time: 3239.82 ms
[2020-12-06 11:26:47 main:574] : INFO : Epoch 594 | loss: 0.0311886 | val_loss: 0.031191 | Time: 3280.63 ms
[2020-12-06 11:26:50 main:574] : INFO : Epoch 595 | loss: 0.0311863 | val_loss: 0.0311905 | Time: 3183.09 ms
[2020-12-06 11:26:53 main:574] : INFO : Epoch 596 | loss: 0.0311854 | val_loss: 0.0311904 | Time: 3199.95 ms
[2020-12-06 11:26:56 main:574] : INFO : Epoch 597 | loss: 0.031185 | val_loss: 0.0311903 | Time: 3214.06 ms
[2020-12-06 11:27:00 main:574] : INFO : Epoch 598 | loss: 0.0311858 | val_loss: 0.0311908 | Time: 3197.11 ms
[2020-12-06 11:27:03 main:574] : INFO : Epoch 599 | loss: 0.0311874 | val_loss: 0.0311889 | Time: 3198.6 ms
[2020-12-06 11:27:06 main:574] : INFO : Epoch 600 | loss: 0.0311869 | val_loss: 0.0311904 | Time: 3188.35 ms
[2020-12-06 11:27:09 main:574] : INFO : Epoch 601 | loss: 0.0311875 | val_loss: 0.0311887 | Time: 3192.14 ms
[2020-12-06 11:27:12 main:574] : INFO : Epoch 602 | loss: 0.031187 | val_loss: 0.0311897 | Time: 3196.53 ms
[2020-12-06 11:27:16 main:574] : INFO : Epoch 603 | loss: 0.031187 | val_loss: 0.0311901 | Time: 3196.73 ms
[2020-12-06 11:27:19 main:574] : INFO : Epoch 604 | loss: 0.031187 | val_loss: 0.0311934 | Time: 3191.92 ms
[2020-12-06 11:27:22 main:574] : INFO : Epoch 605 | loss: 0.0311873 | val_loss: 0.0311892 | Time: 3200.7 ms
[2020-12-06 11:27:25 main:574] : INFO : Epoch 606 | loss: 0.0311864 | val_loss: 0.0311906 | Time: 3188.48 ms
[2020-12-06 11:27:28 main:574] : INFO : Epoch 607 | loss: 0.0311866 | val_loss: 0.0311942 | Time: 3187.88 ms
[2020-12-06 11:27:32 main:574] : INFO : Epoch 608 | loss: 0.0311876 | val_loss: 0.0311917 | Time: 3211.25 ms
[2020-12-06 11:27:35 main:574] : INFO : Epoch 609 | loss: 0.0311881 | val_loss: 0.0311908 | Time: 3199.93 ms
[2020-12-06 11:27:38 main:574] : INFO : Epoch 610 | loss: 0.0311876 | val_loss: 0.03119 | Time: 3187 ms
[2020-12-06 11:27:41 main:574] : INFO : Epoch 611 | loss: 0.0311855 | val_loss: 0.0311899 | Time: 3196.51 ms
[2020-12-06 11:27:44 main:574] : INFO : Epoch 612 | loss: 0.0311878 | val_loss: 0.0311941 | Time: 3199.98 ms
[2020-12-06 11:27:48 main:574] : INFO : Epoch 613 | loss: 0.0311885 | val_loss: 0.0311902 | Time: 3176 ms
[2020-12-06 11:27:51 main:574] : INFO : Epoch 614 | loss: 0.0311877 | val_loss: 0.0311891 | Time: 3209.41 ms
[2020-12-06 11:27:54 main:574] : INFO : Epoch 615 | loss: 0.0311865 | val_loss: 0.0311888 | Time: 3200.26 ms
[2020-12-06 11:27:57 main:574] : INFO : Epoch 616 | loss: 0.0311849 | val_loss: 0.0311889 | Time: 3206.03 ms
[2020-12-06 11:28:01 main:574] : INFO : Epoch 617 | loss: 0.0311854 | val_loss: 0.0311905 | Time: 3203.05 ms
[2020-12-06 11:28:04 main:574] : INFO : Epoch 618 | loss: 0.0311859 | val_loss: 0.0311892 | Time: 3231.69 ms
[2020-12-06 11:28:07 main:574] : INFO : Epoch 619 | loss: 0.0311862 | val_loss: 0.0311899 | Time: 3192.09 ms
[2020-12-06 11:28:10 main:574] : INFO : Epoch 620 | loss: 0.0311862 | val_loss: 0.0311902 | Time: 3204.75 ms
[2020-12-06 11:28:13 main:574] : INFO : Epoch 621 | loss: 0.0311869 | val_loss: 0.0311928 | Time: 3174.66 ms
[2020-12-06 11:28:17 main:574] : INFO : Epoch 622 | loss: 0.031186 | val_loss: 0.031191 | Time: 3210.45 ms
[2020-12-06 11:28:20 main:574] : INFO : Epoch 623 | loss: 0.0311855 | val_loss: 0.031191 | Time: 3188.99 ms
[2020-12-06 11:28:23 main:574] : INFO : Epoch 624 | loss: 0.0311848 | val_loss: 0.0311905 | Time: 3237.06 ms
[2020-12-06 11:28:26 main:574] : INFO : Epoch 625 | loss: 0.031185 | val_loss: 0.031193 | Time: 3218.24 ms
[2020-12-06 11:28:30 main:574] : INFO : Epoch 626 | loss: 0.031184 | val_loss: 0.0311903 | Time: 3218.52 ms
[2020-12-06 11:28:33 main:574] : INFO : Epoch 627 | loss: 0.0311851 | val_loss: 0.0311904 | Time: 3201.27 ms
[2020-12-06 11:28:36 main:574] : INFO : Epoch 628 | loss: 0.0311836 | val_loss: 0.0311901 | Time: 3211.71 ms
[2020-12-06 11:28:39 main:574] : INFO : Epoch 629 | loss: 0.0311845 | val_loss: 0.031194 | Time: 3213.99 ms
[2020-12-06 11:28:43 main:574] : INFO : Epoch 630 | loss: 0.0311845 | val_loss: 0.0311896 | Time: 3172.52 ms
[2020-12-06 11:28:46 main:574] : INFO : Epoch 631 | loss: 0.0311825 | val_loss: 0.03119 | Time: 3212.11 ms
[2020-12-06 11:28:49 main:574] : INFO : Epoch 632 | loss: 0.0311831 | val_loss: 0.031191 | Time: 3210.91 ms
[2020-12-06 11:28:52 main:574] : INFO : Epoch 633 | loss: 0.0311818 | val_loss: 0.0311896 | Time: 3202.44 ms
[2020-12-06 11:28:55 main:574] : INFO : Epoch 634 | loss: 0.0311843 | val_loss: 0.0311896 | Time: 3198 ms
[2020-12-06 11:28:59 main:574] : INFO : Epoch 635 | loss: 0.0311882 | val_loss: 0.0311906 | Time: 3184.06 ms
[2020-12-06 11:29:02 main:574] : INFO : Epoch 636 | loss: 0.0311882 | val_loss: 0.0311894 | Time: 3211.23 ms
[2020-12-06 11:29:05 main:574] : INFO : Epoch 637 | loss: 0.0311876 | val_loss: 0.0311904 | Time: 3219.76 ms
[2020-12-06 11:29:08 main:574] : INFO : Epoch 638 | loss: 0.0311866 | val_loss: 0.031191 | Time: 3171.81 ms
[2020-12-06 11:29:12 main:574] : INFO : Epoch 639 | loss: 0.0311858 | val_loss: 0.0311929 | Time: 3233.15 ms
[2020-12-06 11:29:15 main:574] : INFO : Epoch 640 | loss: 0.0311855 | val_loss: 0.0311901 | Time: 3193.44 ms
[2020-12-06 11:29:18 main:574] : INFO : Epoch 641 | loss: 0.0311844 | val_loss: 0.0311878 | Time: 3203.92 ms
[2020-12-06 11:29:21 main:574] : INFO : Epoch 642 | loss: 0.0311851 | val_loss: 0.0311902 | Time: 3203.03 ms
[2020-12-06 11:29:24 main:574] : INFO : Epoch 643 | loss: 0.0311833 | val_loss: 0.0311905 | Time: 3201.51 ms
[2020-12-06 11:29:28 main:574] : INFO : Epoch 644 | loss: 0.0311839 | val_loss: 0.031188 | Time: 3204.13 ms
[2020-12-06 11:29:31 main:574] : INFO : Epoch 645 | loss: 0.0311856 | val_loss: 0.0311948 | Time: 3200.67 ms
[2020-12-06 11:29:34 main:574] : INFO : Epoch 646 | loss: 0.0311864 | val_loss: 0.0311897 | Time: 3209.32 ms
[2020-12-06 11:29:37 main:574] : INFO : Epoch 647 | loss: 0.0311852 | val_loss: 0.03119 | Time: 3190.96 ms
[2020-12-06 11:29:41 main:574] : INFO : Epoch 648 | loss: 0.0311833 | val_loss: 0.0311919 | Time: 3215.2 ms
[2020-12-06 11:29:44 main:574] : INFO : Epoch 649 | loss: 0.0311833 | val_loss: 0.031189 | Time: 3225.1 ms
[2020-12-06 11:29:47 main:574] : INFO : Epoch 650 | loss: 0.0311828 | val_loss: 0.0311914 | Time: 3214.45 ms
[2020-12-06 11:29:50 main:574] : INFO : Epoch 651 | loss: 0.0311808 | val_loss: 0.0311893 | Time: 3183.9 ms
[2020-12-06 11:29:53 main:574] : INFO : Epoch 652 | loss: 0.0311803 | val_loss: 0.0311889 | Time: 3193.59 ms
[2020-12-06 11:29:57 main:574] : INFO : Epoch 653 | loss: 0.0311798 | val_loss: 0.0311897 | Time: 3195.37 ms
[2020-12-06 11:30:00 main:574] : INFO : Epoch 654 | loss: 0.0311806 | val_loss: 0.0311938 | Time: 3203.24 ms
[2020-12-06 11:30:03 main:574] : INFO : Epoch 655 | loss: 0.0311819 | val_loss: 0.0311906 | Time: 3153.82 ms
[2020-12-06 11:30:06 main:574] : INFO : Epoch 656 | loss: 0.0311804 | val_loss: 0.0311888 | Time: 3195.67 ms
[2020-12-06 11:30:09 main:574] : INFO : Epoch 657 | loss: 0.0311795 | val_loss: 0.0311907 | Time: 3200.94 ms
[2020-12-06 11:30:13 main:574] : INFO : Epoch 658 | loss: 0.0311802 | val_loss: 0.0311883 | Time: 3200.88 ms
[2020-12-06 11:30:16 main:574] : INFO : Epoch 659 | loss: 0.0311778 | val_loss: 0.0311854 | Time: 3213.18 ms
[2020-12-06 11:30:19 main:574] : INFO : Epoch 660 | loss: 0.0311764 | val_loss: 0.0311862 | Time: 3207 ms
[2020-12-06 11:30:22 main:574] : INFO : Epoch 661 | loss: 0.0311762 | val_loss: 0.0311863 | Time: 3220.01 ms
[2020-12-06 11:30:26 main:574] : INFO : Epoch 662 | loss: 0.031177 | val_loss: 0.0311916 | Time: 3213.74 ms
[2020-12-06 11:30:29 main:574] : INFO : Epoch 663 | loss: 0.0311845 | val_loss: 0.0311934 | Time: 3193.74 ms
[2020-12-06 11:30:32 main:574] : INFO : Epoch 664 | loss: 0.0311816 | val_loss: 0.0311896 | Time: 3205.82 ms
[2020-12-06 11:30:35 main:574] : INFO : Epoch 665 | loss: 0.0311844 | val_loss: 0.0311905 | Time: 3204.49 ms
[2020-12-06 11:30:38 main:574] : INFO : Epoch 666 | loss: 0.031189 | val_loss: 0.0311935 | Time: 3206.43 ms
[2020-12-06 11:30:42 main:574] : INFO : Epoch 667 | loss: 0.0311875 | val_loss: 0.0311895 | Time: 3203.32 ms
[2020-12-06 11:30:45 main:574] : INFO : Epoch 668 | loss: 0.0311851 | val_loss: 0.0311875 | Time: 3223.65 ms
[2020-12-06 11:30:48 main:574] : INFO : Epoch 669 | loss: 0.0311857 | val_loss: 0.0311853 | Time: 3225.3 ms
[2020-12-06 11:30:52 main:574] : INFO : Epoch 670 | loss: 0.031186 | val_loss: 0.0311873 | Time: 3326.86 ms
[2020-12-06 11:30:55 main:574] : INFO : Epoch 671 | loss: 0.0311823 | val_loss: 0.0311912 | Time: 3293.06 ms
[2020-12-06 11:30:58 main:574] : INFO : Epoch 672 | loss: 0.0311818 | val_loss: 0.0311865 | Time: 3300.98 ms
[2020-12-06 11:31:01 main:574] : INFO : Epoch 673 | loss: 0.0311827 | val_loss: 0.0311893 | Time: 3225.98 ms
[2020-12-06 11:31:05 main:574] : INFO : Epoch 674 | loss: 0.0311864 | val_loss: 0.0311915 | Time: 3224.87 ms
[2020-12-06 11:31:08 main:574] : INFO : Epoch 675 | loss: 0.031183 | val_loss: 0.0311868 | Time: 3246.82 ms
[2020-12-06 11:31:11 main:574] : INFO : Epoch 676 | loss: 0.031181 | val_loss: 0.0311858 | Time: 3247.18 ms
[2020-12-06 11:31:14 main:574] : INFO : Epoch 677 | loss: 0.0311823 | val_loss: 0.0311873 | Time: 3237.25 ms
[2020-12-06 11:31:18 main:574] : INFO : Epoch 678 | loss: 0.0311856 | val_loss: 0.0311881 | Time: 3238.27 ms
[2020-12-06 11:31:21 main:574] : INFO : Epoch 679 | loss: 0.0311834 | val_loss: 0.0311866 | Time: 3215.45 ms
[2020-12-06 11:31:24 main:574] : INFO : Epoch 680 | loss: 0.031181 | val_loss: 0.031187 | Time: 3251.32 ms
[2020-12-06 11:31:27 main:574] : INFO : Epoch 681 | loss: 0.0311813 | val_loss: 0.0311843 | Time: 3228.24 ms
[2020-12-06 11:31:31 main:574] : INFO : Epoch 682 | loss: 0.0311809 | val_loss: 0.0311849 | Time: 3225.78 ms
[2020-12-06 11:31:34 main:574] : INFO : Epoch 683 | loss: 0.031181 | val_loss: 0.0311877 | Time: 3239.76 ms
[2020-12-06 11:31:37 main:574] : INFO : Epoch 684 | loss: 0.0311845 | val_loss: 0.0311825 | Time: 3258.36 ms
[2020-12-06 11:31:41 main:574] : INFO : Epoch 685 | loss: 0.031181 | val_loss: 0.0311839 | Time: 3259.79 ms
[2020-12-06 11:31:44 main:574] : INFO : Epoch 686 | loss: 0.0311789 | val_loss: 0.0311823 | Time: 3253.61 ms
[2020-12-06 11:31:47 main:574] : INFO : Epoch 687 | loss: 0.0311825 | val_loss: 0.0311859 | Time: 3218.16 ms
[2020-12-06 11:31:50 main:574] : INFO : Epoch 688 | loss: 0.031179 | val_loss: 0.0311834 | Time: 3245.08 ms
[2020-12-06 11:31:54 main:574] : INFO : Epoch 689 | loss: 0.0311793 | val_loss: 0.031183 | Time: 3247.05 ms
[2020-12-06 11:31:57 main:574] : INFO : Epoch 690 | loss: 0.0311787 | val_loss: 0.0311867 | Time: 3234.78 ms
[2020-12-06 11:32:00 main:574] : INFO : Epoch 691 | loss: 0.0311798 | val_loss: 0.0311825 | Time: 3243.66 ms
[2020-12-06 11:32:03 main:574] : INFO : Epoch 692 | loss: 0.0311791 | val_loss: 0.0311839 | Time: 3250.68 ms
[2020-12-06 11:32:07 main:574] : INFO : Epoch 693 | loss: 0.0311789 | val_loss: 0.0311848 | Time: 3260.82 ms
[2020-12-06 11:32:10 main:574] : INFO : Epoch 694 | loss: 0.0311801 | val_loss: 0.0311825 | Time: 3230.18 ms
[2020-12-06 11:32:13 main:574] : INFO : Epoch 695 | loss: 0.0311766 | val_loss: 0.0311852 | Time: 3235.07 ms
[2020-12-06 11:32:16 main:574] : INFO : Epoch 696 | loss: 0.0311772 | val_loss: 0.0311863 | Time: 3239.08 ms
[2020-12-06 11:32:20 main:574] : INFO : Epoch 697 | loss: 0.0311762 | val_loss: 0.0311896 | Time: 3227.36 ms
[2020-12-06 11:32:23 main:574] : INFO : Epoch 698 | loss: 0.0311764 | val_loss: 0.0311834 | Time: 3233.9 ms
[2020-12-06 11:32:26 main:574] : INFO : Epoch 699 | loss: 0.0311751 | val_loss: 0.0311871 | Time: 3274.76 ms
[2020-12-06 11:32:29 main:574] : INFO : Epoch 700 | loss: 0.0311759 | val_loss: 0.0311849 | Time: 3247.51 ms
[2020-12-06 11:32:33 main:574] : INFO : Epoch 701 | loss: 0.031177 | val_loss: 0.0311875 | Time: 3239.15 ms
[2020-12-06 11:32:36 main:574] : INFO : Epoch 702 | loss: 0.0311772 | val_loss: 0.0311873 | Time: 3227.61 ms
[2020-12-06 11:32:39 main:574] : INFO : Epoch 703 | loss: 0.0311793 | val_loss: 0.0311876 | Time: 3248.49 ms
[2020-12-06 11:32:42 main:574] : INFO : Epoch 704 | loss: 0.0311824 | val_loss: 0.0311864 | Time: 3225.22 ms
[2020-12-06 11:32:46 main:574] : INFO : Epoch 705 | loss: 0.0311811 | val_loss: 0.0311892 | Time: 3235.13 ms
[2020-12-06 11:32:49 main:574] : INFO : Epoch 706 | loss: 0.0311788 | val_loss: 0.0311843 | Time: 3261.51 ms
[2020-12-06 11:32:52 main:574] : INFO : Epoch 707 | loss: 0.0311765 | val_loss: 0.0311841 | Time: 3238.66 ms
[2020-12-06 11:32:56 main:574] : INFO : Epoch 708 | loss: 0.0311752 | val_loss: 0.0311841 | Time: 3250.08 ms
[2020-12-06 11:32:59 main:574] : INFO : Epoch 709 | loss: 0.031177 | val_loss: 0.0311851 | Time: 3235.66 ms
[2020-12-06 11:33:02 main:574] : INFO : Epoch 710 | loss: 0.0311778 | val_loss: 0.0311895 | Time: 3252.82 ms
[2020-12-06 11:33:05 main:574] : INFO : Epoch 711 | loss: 0.0311802 | val_loss: 0.0311846 | Time: 3244.49 ms
[2020-12-06 11:33:09 main:574] : INFO : Epoch 712 | loss: 0.0311763 | val_loss: 0.0311821 | Time: 3243.83 ms
[2020-12-06 11:33:12 main:574] : INFO : Epoch 713 | loss: 0.031175 | val_loss: 0.0311823 | Time: 3245.02 ms
[2020-12-06 11:33:15 main:574] : INFO : Epoch 714 | loss: 0.0311766 | val_loss: 0.0311884 | Time: 3231.8 ms
[2020-12-06 11:33:18 main:574] : INFO : Epoch 715 | loss: 0.0311773 | val_loss: 0.0311882 | Time: 3233.02 ms
[2020-12-06 11:33:22 main:574] : INFO : Epoch 716 | loss: 0.0311749 | val_loss: 0.0311844 | Time: 3268.8 ms
[2020-12-06 11:33:25 main:574] : INFO : Epoch 717 | loss: 0.0311744 | val_loss: 0.0311881 | Time: 3242.16 ms
[2020-12-06 11:33:28 main:574] : INFO : Epoch 718 | loss: 0.0311767 | val_loss: 0.0311846 | Time: 3242.38 ms
[2020-12-06 11:33:31 main:574] : INFO : Epoch 719 | loss: 0.031178 | val_loss: 0.0311877 | Time: 3219.15 ms
[2020-12-06 11:33:35 main:574] : INFO : Epoch 720 | loss: 0.0311768 | val_loss: 0.0311842 | Time: 3242.11 ms
[2020-12-06 11:33:38 main:574] : INFO : Epoch 721 | loss: 0.0311759 | val_loss: 0.0311856 | Time: 3243.7 ms
[2020-12-06 11:33:41 main:574] : INFO : Epoch 722 | loss: 0.0311762 | val_loss: 0.0311893 | Time: 3239.95 ms
[2020-12-06 11:33:44 main:574] : INFO : Epoch 723 | loss: 0.0311772 | val_loss: 0.0311889 | Time: 3224.66 ms
[2020-12-06 11:33:48 main:574] : INFO : Epoch 724 | loss: 0.0311777 | val_loss: 0.031186 | Time: 3241.46 ms
[2020-12-06 11:33:51 main:574] : INFO : Epoch 725 | loss: 0.0311785 | val_loss: 0.0311896 | Time: 3230.67 ms
[2020-12-06 11:33:54 main:574] : INFO : Epoch 726 | loss: 0.0312049 | val_loss: 0.0312184 | Time: 3257.64 ms
[2020-12-06 11:33:58 main:574] : INFO : Epoch 727 | loss: 0.0312104 | val_loss: 0.0312093 | Time: 3242 ms
[2020-12-06 11:34:01 main:574] : INFO : Epoch 728 | loss: 0.0311991 | val_loss: 0.0311991 | Time: 3252.1 ms
[2020-12-06 11:34:04 main:574] : INFO : Epoch 729 | loss: 0.0311923 | val_loss: 0.0311937 | Time: 3244.53 ms
[2020-12-06 11:34:07 main:574] : INFO : Epoch 730 | loss: 0.0311921 | val_loss: 0.0311908 | Time: 3239.6 ms
[2020-12-06 11:34:11 main:574] : INFO : Epoch 731 | loss: 0.0311885 | val_loss: 0.0311886 | Time: 3242.51 ms
[2020-12-06 11:34:14 main:574] : INFO : Epoch 732 | loss: 0.0311864 | val_loss: 0.0311867 | Time: 3251.26 ms
[2020-12-06 11:34:17 main:574] : INFO : Epoch 733 | loss: 0.0311846 | val_loss: 0.0311859 | Time: 3246.7 ms
[2020-12-06 11:34:20 main:574] : INFO : Epoch 734 | loss: 0.0311861 | val_loss: 0.0311895 | Time: 3248.04 ms
[2020-12-06 11:34:24 main:574] : INFO : Epoch 735 | loss: 0.0311895 | val_loss: 0.0311873 | Time: 3218.67 ms
[2020-12-06 11:34:27 main:574] : INFO : Epoch 736 | loss: 0.0311869 | val_loss: 0.0311854 | Time: 3256.47 ms
[2020-12-06 11:34:30 main:574] : INFO : Epoch 737 | loss: 0.0311858 | val_loss: 0.0311856 | Time: 3249.78 ms
[2020-12-06 11:34:33 main:574] : INFO : Epoch 738 | loss: 0.0311846 | val_loss: 0.0311889 | Time: 3237.77 ms
[2020-12-06 11:34:37 main:574] : INFO : Epoch 739 | loss: 0.031185 | val_loss: 0.0311906 | Time: 3255.33 ms
[2020-12-06 11:34:40 main:574] : INFO : Epoch 740 | loss: 0.031183 | val_loss: 0.0311856 | Time: 3247.02 ms
[2020-12-06 11:34:43 main:574] : INFO : Epoch 741 | loss: 0.031182 | val_loss: 0.0311837 | Time: 3244.58 ms
[2020-12-06 11:34:47 main:574] : INFO : Epoch 742 | loss: 0.0311832 | val_loss: 0.0311881 | Time: 3239.65 ms
[2020-12-06 11:34:50 main:574] : INFO : Epoch 743 | loss: 0.0311818 | val_loss: 0.0311842 | Time: 3241.9 ms
[2020-12-06 11:34:53 main:574] : INFO : Epoch 744 | loss: 0.0311804 | val_loss: 0.0311865 | Time: 3227.97 ms
[2020-12-06 11:34:56 main:574] : INFO : Epoch 745 | loss: 0.0311818 | val_loss: 0.0311903 | Time: 3252.5 ms
[2020-12-06 11:35:00 main:574] : INFO : Epoch 746 | loss: 0.0311837 | val_loss: 0.0311867 | Time: 3231.37 ms
[2020-12-06 11:35:03 main:574] : INFO : Epoch 747 | loss: 0.0311811 | val_loss: 0.0311853 | Time: 3243.18 ms
[2020-12-06 11:35:06 main:574] : INFO : Epoch 748 | loss: 0.0311796 | val_loss: 0.0311848 | Time: 3260.52 ms
[2020-12-06 11:35:09 main:574] : INFO : Epoch 749 | loss: 0.0311778 | val_loss: 0.0311839 | Time: 3256.31 ms
[2020-12-06 11:35:13 main:574] : INFO : Epoch 750 | loss: 0.0311778 | val_loss: 0.0311837 | Time: 3237.08 ms
[2020-12-06 11:35:16 main:574] : INFO : Epoch 751 | loss: 0.031181 | val_loss: 0.0311979 | Time: 3248.78 ms
[2020-12-06 11:35:19 main:574] : INFO : Epoch 752 | loss: 0.0311821 | val_loss: 0.0311894 | Time: 3248.81 ms
[2020-12-06 11:35:22 main:574] : INFO : Epoch 753 | loss: 0.0311783 | val_loss: 0.0311872 | Time: 3229.85 ms
[2020-12-06 11:35:26 main:574] : INFO : Epoch 754 | loss: 0.0311793 | val_loss: 0.0311816 | Time: 3238.37 ms
[2020-12-06 11:35:29 main:574] : INFO : Epoch 755 | loss: 0.0311769 | val_loss: 0.0311836 | Time: 3249.88 ms
[2020-12-06 11:35:32 main:574] : INFO : Epoch 756 | loss: 0.0311771 | val_loss: 0.0311836 | Time: 3218.48 ms
[2020-12-06 11:35:35 main:574] : INFO : Epoch 757 | loss: 0.0311771 | val_loss: 0.0311847 | Time: 3256.32 ms
[2020-12-06 11:35:39 main:574] : INFO : Epoch 758 | loss: 0.0311774 | val_loss: 0.0311834 | Time: 3243.85 ms
[2020-12-06 11:35:42 main:574] : INFO : Epoch 759 | loss: 0.0311771 | val_loss: 0.0311895 | Time: 3244.81 ms
[2020-12-06 11:35:45 main:574] : INFO : Epoch 760 | loss: 0.031181 | val_loss: 0.0311924 | Time: 3244.78 ms
[2020-12-06 11:35:49 main:574] : INFO : Epoch 761 | loss: 0.0311795 | val_loss: 0.0311867 | Time: 3261.83 ms
[2020-12-06 11:35:52 main:574] : INFO : Epoch 762 | loss: 0.0311747 | val_loss: 0.0311823 | Time: 3268.47 ms
[2020-12-06 11:35:55 main:574] : INFO : Epoch 763 | loss: 0.0311753 | val_loss: 0.0311828 | Time: 3241.88 ms
[2020-12-06 11:35:58 main:574] : INFO : Epoch 764 | loss: 0.0311785 | val_loss: 0.031184 | Time: 3222.42 ms
[2020-12-06 11:36:02 main:574] : INFO : Epoch 765 | loss: 0.0311783 | val_loss: 0.0311894 | Time: 3250.21 ms
[2020-12-06 11:36:05 main:574] : INFO : Epoch 766 | loss: 0.0311785 | val_loss: 0.0311876 | Time: 3239.58 ms
[2020-12-06 11:36:08 main:574] : INFO : Epoch 767 | loss: 0.031179 | val_loss: 0.0311874 | Time: 3248.94 ms
[2020-12-06 11:36:11 main:574] : INFO : Epoch 768 | loss: 0.0311769 | val_loss: 0.0311842 | Time: 3235.53 ms
[2020-12-06 11:36:15 main:574] : INFO : Epoch 769 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 3249.47 ms
[2020-12-06 11:36:18 main:574] : INFO : Epoch 770 | loss: 0.0311733 | val_loss: 0.031181 | Time: 3246.55 ms
[2020-12-06 11:36:21 main:574] : INFO : Epoch 771 | loss: 0.0311725 | val_loss: 0.0311817 | Time: 3227.87 ms
[2020-12-06 11:36:24 main:574] : INFO : Epoch 772 | loss: 0.0311736 | val_loss: 0.0311827 | Time: 3257.63 ms
[2020-12-06 11:36:28 main:574] : INFO : Epoch 773 | loss: 0.031175 | val_loss: 0.0311856 | Time: 3234.92 ms
[2020-12-06 11:36:31 main:574] : INFO : Epoch 774 | loss: 0.0311751 | val_loss: 0.0311824 | Time: 3224.51 ms
[2020-12-06 11:36:34 main:574] : INFO : Epoch 775 | loss: 0.031174 | val_loss: 0.0311831 | Time: 3247.74 ms
[2020-12-06 11:36:37 main:574] : INFO : Epoch 776 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 3236.06 ms
[2020-12-06 11:36:41 main:574] : INFO : Epoch 777 | loss: 0.0311724 | val_loss: 0.0311805 | Time: 3231.51 ms
[2020-12-06 11:36:44 main:574] : INFO : Epoch 778 | loss: 0.0311737 | val_loss: 0.03118 | Time: 3245.38 ms
[2020-12-06 11:36:47 main:574] : INFO : Epoch 779 | loss: 0.031176 | val_loss: 0.0311825 | Time: 3247.01 ms
[2020-12-06 11:36:51 main:574] : INFO : Epoch 780 | loss: 0.0311757 | val_loss: 0.0311827 | Time: 3250.58 ms
[2020-12-06 11:36:54 main:574] : INFO : Epoch 781 | loss: 0.0311742 | val_loss: 0.031181 | Time: 3233.15 ms
[2020-12-06 11:36:57 main:574] : INFO : Epoch 782 | loss: 0.0311822 | val_loss: 0.0311869 | Time: 3240.97 ms
[2020-12-06 11:37:00 main:574] : INFO : Epoch 783 | loss: 0.0311854 | val_loss: 0.0311835 | Time: 3253.38 ms
[2020-12-06 11:37:04 main:574] : INFO : Epoch 784 | loss: 0.0311843 | val_loss: 0.0311817 | Time: 3249.45 ms
[2020-12-06 11:37:07 main:574] : INFO : Epoch 785 | loss: 0.0311827 | val_loss: 0.0311817 | Time: 3257.07 ms
[2020-12-06 11:37:10 main:574] : INFO : Epoch 786 | loss: 0.0311805 | val_loss: 0.0311827 | Time: 3235.63 ms
[2020-12-06 11:37:13 main:574] : INFO : Epoch 787 | loss: 0.0311815 | val_loss: 0.0311828 | Time: 3233.19 ms
[2020-12-06 11:37:17 main:574] : INFO : Epoch 788 | loss: 0.0311825 | val_loss: 0.0311864 | Time: 3250.57 ms
[2020-12-06 11:37:20 main:574] : INFO : Epoch 789 | loss: 0.0311847 | val_loss: 0.0311879 | Time: 3245.47 ms
[2020-12-06 11:37:23 main:574] : INFO : Epoch 790 | loss: 0.031185 | val_loss: 0.0311893 | Time: 3249.25 ms
[2020-12-06 11:37:26 main:574] : INFO : Epoch 791 | loss: 0.0311831 | val_loss: 0.0311887 | Time: 3213.32 ms
[2020-12-06 11:37:30 main:574] : INFO : Epoch 792 | loss: 0.0311822 | val_loss: 0.0311877 | Time: 3249.11 ms
[2020-12-06 11:37:33 main:574] : INFO : Epoch 793 | loss: 0.0311817 | val_loss: 0.0311882 | Time: 3245.87 ms
[2020-12-06 11:37:36 main:574] : INFO : Epoch 794 | loss: 0.0311818 | val_loss: 0.0311905 | Time: 3250.72 ms
[2020-12-06 11:37:39 main:574] : INFO : Epoch 795 | loss: 0.0311813 | val_loss: 0.0311903 | Time: 3247.74 ms
[2020-12-06 11:37:43 main:574] : INFO : Epoch 796 | loss: 0.0311805 | val_loss: 0.0311866 | Time: 3242.86 ms
[2020-12-06 11:37:46 main:574] : INFO : Epoch 797 | loss: 0.0311822 | val_loss: 0.0311964 | Time: 3236.4 ms
[2020-12-06 11:37:49 main:574] : INFO : Epoch 798 | loss: 0.031181 | val_loss: 0.0311882 | Time: 3242.18 ms
[2020-12-06 11:37:53 main:574] : INFO : Epoch 799 | loss: 0.03118 | val_loss: 0.0311869 | Time: 3244.98 ms
[2020-12-06 11:37:56 main:574] : INFO : Epoch 800 | loss: 0.0311795 | val_loss: 0.0311876 | Time: 3241.18 ms
[2020-12-06 11:37:59 main:574] : INFO : Epoch 801 | loss: 0.0311794 | val_loss: 0.0311888 | Time: 3251.26 ms
[2020-12-06 11:38:02 main:574] : INFO : Epoch 802 | loss: 0.0311784 | val_loss: 0.0311854 | Time: 3261.44 ms
[2020-12-06 11:38:06 main:574] : INFO : Epoch 803 | loss: 0.0311781 | val_loss: 0.0311862 | Time: 3262.85 ms
[2020-12-06 11:38:09 main:574] : INFO : Epoch 804 | loss: 0.0311782 | val_loss: 0.0311849 | Time: 3269.86 ms
[2020-12-06 11:38:12 main:574] : INFO : Epoch 805 | loss: 0.0311784 | val_loss: 0.0311893 | Time: 3248.32 ms
[2020-12-06 11:38:15 main:574] : INFO : Epoch 806 | loss: 0.0311798 | val_loss: 0.0311851 | Time: 3247.3 ms
[2020-12-06 11:38:19 main:574] : INFO : Epoch 807 | loss: 0.0311801 | val_loss: 0.0311914 | Time: 3226.01 ms
[2020-12-06 11:38:22 main:574] : INFO : Epoch 808 | loss: 0.0311805 | val_loss: 0.0311861 | Time: 3249.23 ms
[2020-12-06 11:38:25 main:574] : INFO : Epoch 809 | loss: 0.031179 | val_loss: 0.0311873 | Time: 3240.33 ms
[2020-12-06 11:38:29 main:574] : INFO : Epoch 810 | loss: 0.0311785 | val_loss: 0.0311843 | Time: 3251.65 ms
[2020-12-06 11:38:32 main:574] : INFO : Epoch 811 | loss: 0.0311788 | val_loss: 0.0311884 | Time: 3248.89 ms
[2020-12-06 11:38:35 main:574] : INFO : Epoch 812 | loss: 0.0311782 | val_loss: 0.0311832 | Time: 3226.72 ms
[2020-12-06 11:38:38 main:574] : INFO : Epoch 813 | loss: 0.0311771 | val_loss: 0.0311843 | Time: 3252.37 ms
[2020-12-06 11:38:42 main:574] : INFO : Epoch 814 | loss: 0.0311778 | val_loss: 0.0311849 | Time: 3225.42 ms
[2020-12-06 11:38:45 main:574] : INFO : Epoch 815 | loss: 0.0311761 | val_loss: 0.0311839 | Time: 3236.56 ms
[2020-12-06 11:38:48 main:574] : INFO : Epoch 816 | loss: 0.0311758 | val_loss: 0.0311833 | Time: 3256.47 ms
[2020-12-06 11:38:51 main:574] : INFO : Epoch 817 | loss: 0.031175 | val_loss: 0.0311862 | Time: 3255.91 ms
[2020-12-06 11:38:55 main:574] : INFO : Epoch 818 | loss: 0.0311771 | val_loss: 0.0311832 | Time: 3262.67 ms
[2020-12-06 11:38:58 main:574] : INFO : Epoch 819 | loss: 0.0311743 | val_loss: 0.0311828 | Time: 3244.24 ms
[2020-12-06 11:39:01 main:574] : INFO : Epoch 820 | loss: 0.0311737 | val_loss: 0.0311856 | Time: 3233.3 ms
[2020-12-06 11:39:04 main:574] : INFO : Epoch 821 | loss: 0.0311744 | val_loss: 0.0311878 | Time: 3232.67 ms
[2020-12-06 11:39:08 main:574] : INFO : Epoch 822 | loss: 0.031174 | val_loss: 0.0311819 | Time: 3258.72 ms
[2020-12-06 11:39:11 main:574] : INFO : Epoch 823 | loss: 0.031174 | val_loss: 0.0311813 | Time: 3240.99 ms
[2020-12-06 11:39:14 main:574] : INFO : Epoch 824 | loss: 0.0311789 | val_loss: 0.0311809 | Time: 3245.9 ms
[2020-12-06 11:39:18 main:574] : INFO : Epoch 825 | loss: 0.0311785 | val_loss: 0.0311845 | Time: 3259.37 ms
[2020-12-06 11:39:21 main:574] : INFO : Epoch 826 | loss: 0.0311771 | val_loss: 0.0311829 | Time: 3256.47 ms
[2020-12-06 11:39:24 main:574] : INFO : Epoch 827 | loss: 0.0311764 | val_loss: 0.0311807 | Time: 3240.6 ms
[2020-12-06 11:39:27 main:574] : INFO : Epoch 828 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 3249.28 ms
[2020-12-06 11:39:31 main:574] : INFO : Epoch 829 | loss: 0.0311738 | val_loss: 0.0311805 | Time: 3239.02 ms
[2020-12-06 11:39:34 main:574] : INFO : Epoch 830 | loss: 0.0311731 | val_loss: 0.0311808 | Time: 3235.76 ms
[2020-12-06 11:39:37 main:574] : INFO : Epoch 831 | loss: 0.0311744 | val_loss: 0.0311808 | Time: 3240.6 ms
[2020-12-06 11:39:40 main:574] : INFO : Epoch 832 | loss: 0.0311759 | val_loss: 0.0311805 | Time: 3266.23 ms
[2020-12-06 11:39:44 main:574] : INFO : Epoch 833 | loss: 0.0311742 | val_loss: 0.031184 | Time: 3240.29 ms
[2020-12-06 11:39:47 main:574] : INFO : Epoch 834 | loss: 0.0311743 | val_loss: 0.031183 | Time: 3248.24 ms
[2020-12-06 11:39:50 main:574] : INFO : Epoch 835 | loss: 0.0311745 | val_loss: 0.0311817 | Time: 3241.58 ms
[2020-12-06 11:39:53 main:574] : INFO : Epoch 836 | loss: 0.0311744 | val_loss: 0.0311825 | Time: 3253.79 ms
[2020-12-06 11:39:57 main:574] : INFO : Epoch 837 | loss: 0.0311747 | val_loss: 0.0311812 | Time: 3229.04 ms
[2020-12-06 11:40:00 main:574] : INFO : Epoch 838 | loss: 0.0311729 | val_loss: 0.0311814 | Time: 3262.59 ms
[2020-12-06 11:40:03 main:574] : INFO : Epoch 839 | loss: 0.0311758 | val_loss: 0.031182 | Time: 3250.95 ms
[2020-12-06 11:40:07 main:574] : INFO : Epoch 840 | loss: 0.0311755 | val_loss: 0.0311831 | Time: 3261.39 ms
[2020-12-06 11:40:10 main:574] : INFO : Epoch 841 | loss: 0.0311743 | val_loss: 0.0311786 | Time: 3244.67 ms
[2020-12-06 11:40:13 main:574] : INFO : Epoch 842 | loss: 0.0311748 | val_loss: 0.0311809 | Time: 3243.47 ms
[2020-12-06 11:40:16 main:574] : INFO : Epoch 843 | loss: 0.0311755 | val_loss: 0.0311827 | Time: 3227.62 ms
[2020-12-06 11:40:20 main:574] : INFO : Epoch 844 | loss: 0.0311758 | val_loss: 0.0311842 | Time: 3235.02 ms
[2020-12-06 11:40:23 main:574] : INFO : Epoch 845 | loss: 0.031176 | val_loss: 0.0311914 | Time: 3241.89 ms
[2020-12-06 11:40:26 main:574] : INFO : Epoch 846 | loss: 0.0311757 | val_loss: 0.0311816 | Time: 3253.95 ms
[2020-12-06 11:40:29 main:574] : INFO : Epoch 847 | loss: 0.0311731 | val_loss: 0.0311829 | Time: 3250.97 ms
[2020-12-06 11:40:33 main:574] : INFO : Epoch 848 | loss: 0.0311729 | val_loss: 0.0311805 | Time: 3232.62 ms
[2020-12-06 11:40:36 main:574] : INFO : Epoch 849 | loss: 0.0311719 | val_loss: 0.0311791 | Time: 3271.71 ms
[2020-12-06 11:40:39 main:574] : INFO : Epoch 850 | loss: 0.031171 | val_loss: 0.0311785 | Time: 3245.57 ms
[2020-12-06 11:40:42 main:574] : INFO : Epoch 851 | loss: 0.0311726 | val_loss: 0.0311834 | Time: 3235.59 ms
[2020-12-06 11:40:46 main:574] : INFO : Epoch 852 | loss: 0.0311733 | val_loss: 0.0311795 | Time: 3234.45 ms
[2020-12-06 11:40:49 main:574] : INFO : Epoch 853 | loss: 0.0311729 | val_loss: 0.0311828 | Time: 3256.48 ms
[2020-12-06 11:40:52 main:574] : INFO : Epoch 854 | loss: 0.0311721 | val_loss: 0.0311786 | Time: 3248.11 ms
[2020-12-06 11:40:56 main:574] : INFO : Epoch 855 | loss: 0.0311712 | val_loss: 0.0311804 | Time: 3243.84 ms
[2020-12-06 11:40:59 main:574] : INFO : Epoch 856 | loss: 0.0311717 | val_loss: 0.0311804 | Time: 3255.36 ms
[2020-12-06 11:41:02 main:574] : INFO : Epoch 857 | loss: 0.0311739 | val_loss: 0.03118 | Time: 3261.49 ms
[2020-12-06 11:41:05 main:574] : INFO : Epoch 858 | loss: 0.0311737 | val_loss: 0.0311811 | Time: 3240.57 ms
[2020-12-06 11:41:09 main:574] : INFO : Epoch 859 | loss: 0.0311752 | val_loss: 0.0311832 | Time: 3236.7 ms
[2020-12-06 11:41:12 main:574] : INFO : Epoch 860 | loss: 0.0311748 | val_loss: 0.0311844 | Time: 3270.51 ms
[2020-12-06 11:41:15 main:574] : INFO : Epoch 861 | loss: 0.031175 | val_loss: 0.0311849 | Time: 3233.33 ms
[2020-12-06 11:41:18 main:574] : INFO : Epoch 862 | loss: 0.0311733 | val_loss: 0.0311825 | Time: 3249.86 ms
[2020-12-06 11:41:22 main:574] : INFO : Epoch 863 | loss: 0.0311721 | val_loss: 0.0311816 | Time: 3235.71 ms
[2020-12-06 11:41:25 main:574] : INFO : Epoch 864 | loss: 0.0311727 | val_loss: 0.0311816 | Time: 3253.6 ms
[2020-12-06 11:41:28 main:574] : INFO : Epoch 865 | loss: 0.031174 | val_loss: 0.0311819 | Time: 3235.23 ms
[2020-12-06 11:41:31 main:574] : INFO : Epoch 866 | loss: 0.0311747 | val_loss: 0.0311832 | Time: 3230.64 ms
[2020-12-06 11:41:35 main:574] : INFO : Epoch 867 | loss: 0.0311761 | val_loss: 0.0311883 | Time: 3247.14 ms
[2020-12-06 11:41:38 main:574] : INFO : Epoch 868 | loss: 0.0311761 | val_loss: 0.031183 | Time: 3247.79 ms
[2020-12-06 11:41:41 main:574] : INFO : Epoch 869 | loss: 0.0311721 | val_loss: 0.031185 | Time: 3241.43 ms
[2020-12-06 11:41:45 main:574] : INFO : Epoch 870 | loss: 0.0311729 | val_loss: 0.0311795 | Time: 3252.52 ms
[2020-12-06 11:41:48 main:574] : INFO : Epoch 871 | loss: 0.0311721 | val_loss: 0.0311819 | Time: 3237.42 ms
[2020-12-06 11:41:51 main:574] : INFO : Epoch 872 | loss: 0.0311746 | val_loss: 0.0311817 | Time: 3254.62 ms
[2020-12-06 11:41:54 main:574] : INFO : Epoch 873 | loss: 0.0311736 | val_loss: 0.0311826 | Time: 3233.94 ms
[2020-12-06 11:41:58 main:574] : INFO : Epoch 874 | loss: 0.0311746 | val_loss: 0.0311812 | Time: 3239.54 ms
[2020-12-06 11:42:01 main:574] : INFO : Epoch 875 | loss: 0.0311737 | val_loss: 0.031184 | Time: 3242.1 ms
[2020-12-06 11:42:04 main:574] : INFO : Epoch 876 | loss: 0.0311813 | val_loss: 0.0311861 | Time: 3222.06 ms
[2020-12-06 11:42:07 main:574] : INFO : Epoch 877 | loss: 0.0311839 | val_loss: 0.0311898 | Time: 3231.11 ms
[2020-12-06 11:42:11 main:574] : INFO : Epoch 878 | loss: 0.0311815 | val_loss: 0.0311852 | Time: 3223.18 ms
[2020-12-06 11:42:14 main:574] : INFO : Epoch 879 | loss: 0.0311829 | val_loss: 0.0311866 | Time: 3204.37 ms
[2020-12-06 11:42:17 main:574] : INFO : Epoch 880 | loss: 0.0311813 | val_loss: 0.0311837 | Time: 3218.29 ms
[2020-12-06 11:42:20 main:574] : INFO : Epoch 881 | loss: 0.0311806 | val_loss: 0.0311838 | Time: 3206.89 ms
[2020-12-06 11:42:23 main:574] : INFO : Epoch 882 | loss: 0.0311794 | val_loss: 0.0311882 | Time: 3219.29 ms
[2020-12-06 11:42:27 main:574] : INFO : Epoch 883 | loss: 0.0311798 | val_loss: 0.0311868 | Time: 3196.28 ms
[2020-12-06 11:42:30 main:574] : INFO : Epoch 884 | loss: 0.0311815 | val_loss: 0.0311838 | Time: 3221.18 ms
[2020-12-06 11:42:33 main:574] : INFO : Epoch 885 | loss: 0.0311797 | val_loss: 0.0311841 | Time: 3216.81 ms
[2020-12-06 11:42:36 main:574] : INFO : Epoch 886 | loss: 0.0311781 | val_loss: 0.0311825 | Time: 3200.55 ms
[2020-12-06 11:42:40 main:574] : INFO : Epoch 887 | loss: 0.0311791 | val_loss: 0.0311848 | Time: 3182.92 ms
[2020-12-06 11:42:43 main:574] : INFO : Epoch 888 | loss: 0.0311784 | val_loss: 0.0311815 | Time: 3202.57 ms
[2020-12-06 11:42:46 main:574] : INFO : Epoch 889 | loss: 0.0311759 | val_loss: 0.0311834 | Time: 3210.31 ms
[2020-12-06 11:42:49 main:574] : INFO : Epoch 890 | loss: 0.0311776 | val_loss: 0.0311861 | Time: 3182.86 ms
[2020-12-06 11:42:52 main:574] : INFO : Epoch 891 | loss: 0.0311781 | val_loss: 0.0311899 | Time: 3174.72 ms
[2020-12-06 11:42:56 main:574] : INFO : Epoch 892 | loss: 0.0311817 | val_loss: 0.031183 | Time: 3215.51 ms
[2020-12-06 11:42:59 main:574] : INFO : Epoch 893 | loss: 0.0311785 | val_loss: 0.0311836 | Time: 3209.37 ms
[2020-12-06 11:43:02 main:574] : INFO : Epoch 894 | loss: 0.0311796 | val_loss: 0.0311831 | Time: 3220.29 ms
[2020-12-06 11:43:05 main:574] : INFO : Epoch 895 | loss: 0.0311821 | val_loss: 0.031191 | Time: 3222.53 ms
[2020-12-06 11:43:09 main:574] : INFO : Epoch 896 | loss: 0.0311844 | val_loss: 0.0311825 | Time: 3201.97 ms
[2020-12-06 11:43:12 main:574] : INFO : Epoch 897 | loss: 0.031178 | val_loss: 0.031183 | Time: 3253.73 ms
[2020-12-06 11:43:15 main:574] : INFO : Epoch 898 | loss: 0.0311782 | val_loss: 0.0311817 | Time: 3265.52 ms
[2020-12-06 11:43:18 main:574] : INFO : Epoch 899 | loss: 0.0311807 | val_loss: 0.0311845 | Time: 3206.91 ms
[2020-12-06 11:43:22 main:574] : INFO : Epoch 900 | loss: 0.0311808 | val_loss: 0.0311918 | Time: 3223.08 ms
[2020-12-06 11:43:25 main:574] : INFO : Epoch 901 | loss: 0.0311837 | val_loss: 0.0311862 | Time: 3192.83 ms
[2020-12-06 11:43:28 main:574] : INFO : Epoch 902 | loss: 0.0311823 | val_loss: 0.0311838 | Time: 3208.24 ms
[2020-12-06 11:43:31 main:574] : INFO : Epoch 903 | loss: 0.0311793 | val_loss: 0.0311828 | Time: 3229.12 ms
[2020-12-06 11:43:35 main:574] : INFO : Epoch 904 | loss: 0.0311781 | val_loss: 0.0311822 | Time: 3221.18 ms
[2020-12-06 11:43:38 main:574] : INFO : Epoch 905 | loss: 0.0311781 | val_loss: 0.0311836 | Time: 3204.62 ms
[2020-12-06 11:43:41 main:574] : INFO : Epoch 906 | loss: 0.0311779 | val_loss: 0.0311825 | Time: 3209.37 ms
[2020-12-06 11:43:44 main:574] : INFO : Epoch 907 | loss: 0.0311794 | val_loss: 0.0311886 | Time: 3211.31 ms
[2020-12-06 11:43:47 main:574] : INFO : Epoch 908 | loss: 0.0311821 | val_loss: 0.0311829 | Time: 3219.19 ms
[2020-12-06 11:43:51 main:574] : INFO : Epoch 909 | loss: 0.0311789 | val_loss: 0.0311832 | Time: 3203.92 ms
[2020-12-06 11:43:54 main:574] : INFO : Epoch 910 | loss: 0.0311782 | val_loss: 0.0311811 | Time: 3203.89 ms
[2020-12-06 11:43:57 main:574] : INFO : Epoch 911 | loss: 0.0311762 | val_loss: 0.0311848 | Time: 3205.07 ms
[2020-12-06 11:44:00 main:574] : INFO : Epoch 912 | loss: 0.0311752 | val_loss: 0.0311815 | Time: 3203.27 ms
[2020-12-06 11:44:04 main:574] : INFO : Epoch 913 | loss: 0.0311758 | val_loss: 0.0311898 | Time: 3205.36 ms
[2020-12-06 11:44:07 main:574] : INFO : Epoch 914 | loss: 0.0311779 | val_loss: 0.0311837 | Time: 3184.14 ms
[2020-12-06 11:44:10 main:574] : INFO : Epoch 915 | loss: 0.0311762 | val_loss: 0.0311824 | Time: 3226.41 ms
[2020-12-06 11:44:13 main:574] : INFO : Epoch 916 | loss: 0.0311775 | val_loss: 0.0311816 | Time: 3205.97 ms
[2020-12-06 11:44:16 main:574] : INFO : Epoch 917 | loss: 0.031174 | val_loss: 0.0311972 | Time: 3176.55 ms
[2020-12-06 11:44:20 main:574] : INFO : Epoch 918 | loss: 0.031178 | val_loss: 0.0311829 | Time: 3212.71 ms
[2020-12-06 11:44:23 main:574] : INFO : Epoch 919 | loss: 0.0311763 | val_loss: 0.0311803 | Time: 3206.41 ms
[2020-12-06 11:44:26 main:574] : INFO : Epoch 920 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 3212.88 ms
[2020-12-06 11:44:29 main:574] : INFO : Epoch 921 | loss: 0.0311744 | val_loss: 0.0311812 | Time: 3218.51 ms
[2020-12-06 11:44:33 main:574] : INFO : Epoch 922 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 3233.22 ms
[2020-12-06 11:44:36 main:574] : INFO : Epoch 923 | loss: 0.0311729 | val_loss: 0.03118 | Time: 3224.24 ms
[2020-12-06 11:44:39 main:574] : INFO : Epoch 924 | loss: 0.0311761 | val_loss: 0.031184 | Time: 3211.05 ms
[2020-12-06 11:44:42 main:574] : INFO : Epoch 925 | loss: 0.0311777 | val_loss: 0.0311837 | Time: 3210.08 ms
[2020-12-06 11:44:46 main:574] : INFO : Epoch 926 | loss: 0.0311759 | val_loss: 0.0311815 | Time: 3219.01 ms
[2020-12-06 11:44:49 main:574] : INFO : Epoch 927 | loss: 0.0311741 | val_loss: 0.0311862 | Time: 3237.77 ms
[2020-12-06 11:44:52 main:574] : INFO : Epoch 928 | loss: 0.0311749 | val_loss: 0.0311815 | Time: 3174.21 ms
[2020-12-06 11:44:55 main:574] : INFO : Epoch 929 | loss: 0.0311744 | val_loss: 0.0311802 | Time: 3205.64 ms
[2020-12-06 11:44:59 main:574] : INFO : Epoch 930 | loss: 0.0311763 | val_loss: 0.0311868 | Time: 3240.02 ms
[2020-12-06 11:45:02 main:574] : INFO : Epoch 931 | loss: 0.0311771 | val_loss: 0.0311805 | Time: 3215.28 ms
[2020-12-06 11:45:05 main:574] : INFO : Epoch 932 | loss: 0.0311767 | val_loss: 0.0311823 | Time: 3233.66 ms
[2020-12-06 11:45:08 main:574] : INFO : Epoch 933 | loss: 0.0311728 | val_loss: 0.0311808 | Time: 3205.64 ms
[2020-12-06 11:45:11 main:574] : INFO : Epoch 934 | loss: 0.031172 | val_loss: 0.0311801 | Time: 3217.39 ms
[2020-12-06 11:45:15 main:574] : INFO : Epoch 935 | loss: 0.031171 | val_loss: 0.0311785 | Time: 3215.57 ms
[2020-12-06 11:45:18 main:574] : INFO : Epoch 936 | loss: 0.0311732 | val_loss: 0.0311792 | Time: 3206.98 ms
[2020-12-06 11:45:21 main:574] : INFO : Epoch 937 | loss: 0.0311722 | val_loss: 0.0311773 | Time: 3222.47 ms
[2020-12-06 11:45:24 main:574] : INFO : Epoch 938 | loss: 0.0311709 | val_loss: 0.0311779 | Time: 3191.88 ms
[2020-12-06 11:45:28 main:574] : INFO : Epoch 939 | loss: 0.0311699 | val_loss: 0.0311798 | Time: 3225.3 ms
[2020-12-06 11:45:31 main:574] : INFO : Epoch 940 | loss: 0.0311725 | val_loss: 0.0311866 | Time: 3216.99 ms
[2020-12-06 11:45:34 main:574] : INFO : Epoch 941 | loss: 0.0311829 | val_loss: 0.0311877 | Time: 3208.74 ms
[2020-12-06 11:45:37 main:574] : INFO : Epoch 942 | loss: 0.0311769 | val_loss: 0.0311803 | Time: 3205.98 ms
[2020-12-06 11:45:41 main:574] : INFO : Epoch 943 | loss: 0.0311722 | val_loss: 0.0311802 | Time: 3196.63 ms
[2020-12-06 11:45:44 main:574] : INFO : Epoch 944 | loss: 0.0311723 | val_loss: 0.0311823 | Time: 3236.95 ms
[2020-12-06 11:45:47 main:574] : INFO : Epoch 945 | loss: 0.0311735 | val_loss: 0.0311801 | Time: 3169.18 ms
[2020-12-06 11:45:50 main:574] : INFO : Epoch 946 | loss: 0.0311719 | val_loss: 0.0311814 | Time: 3198.32 ms
[2020-12-06 11:45:53 main:574] : INFO : Epoch 947 | loss: 0.0311706 | val_loss: 0.0311823 | Time: 3211.97 ms
[2020-12-06 11:45:57 main:574] : INFO : Epoch 948 | loss: 0.0311697 | val_loss: 0.0311808 | Time: 3213.8 ms
[2020-12-06 11:46:00 main:574] : INFO : Epoch 949 | loss: 0.0311705 | val_loss: 0.0311802 | Time: 3218.19 ms
[2020-12-06 11:46:03 main:574] : INFO : Epoch 950 | loss: 0.0311707 | val_loss: 0.0311796 | Time: 3219.96 ms
[2020-12-06 11:46:06 main:574] : INFO : Epoch 951 | loss: 0.0311743 | val_loss: 0.0311846 | Time: 3188.19 ms
[2020-12-06 11:46:10 main:574] : INFO : Epoch 952 | loss: 0.031172 | val_loss: 0.0311815 | Time: 3219.49 ms
[2020-12-06 11:46:13 main:574] : INFO : Epoch 953 | loss: 0.0311711 | val_loss: 0.031183 | Time: 3207.12 ms
[2020-12-06 11:46:16 main:574] : INFO : Epoch 954 | loss: 0.0311712 | val_loss: 0.0311815 | Time: 3173.48 ms
[2020-12-06 11:46:19 main:574] : INFO : Epoch 955 | loss: 0.031173 | val_loss: 0.0311827 | Time: 3223.74 ms
[2020-12-06 11:46:22 main:574] : INFO : Epoch 956 | loss: 0.0311739 | val_loss: 0.0311811 | Time: 3214.68 ms
[2020-12-06 11:46:26 main:574] : INFO : Epoch 957 | loss: 0.0311718 | val_loss: 0.0311804 | Time: 3215.02 ms
[2020-12-06 11:46:29 main:574] : INFO : Epoch 958 | loss: 0.0311721 | val_loss: 0.0311829 | Time: 3214.55 ms
[2020-12-06 11:46:32 main:574] : INFO : Epoch 959 | loss: 0.0311709 | val_loss: 0.0311803 | Time: 3231.51 ms
[2020-12-06 11:46:35 main:574] : INFO : Epoch 960 | loss: 0.03117 | val_loss: 0.0311809 | Time: 3187.25 ms
[2020-12-06 11:46:39 main:574] : INFO : Epoch 961 | loss: 0.0311831 | val_loss: 0.0312036 | Time: 3194.27 ms
[2020-12-06 11:46:42 main:574] : INFO : Epoch 962 | loss: 0.031204 | val_loss: 0.0312097 | Time: 3222.51 ms
[2020-12-06 11:46:45 main:574] : INFO : Epoch 963 | loss: 0.031201 | val_loss: 0.0312052 | Time: 3211.95 ms
[2020-12-06 11:46:48 main:574] : INFO : Epoch 964 | loss: 0.0311969 | val_loss: 0.031204 | Time: 3211.14 ms
[2020-12-06 11:46:51 main:574] : INFO : Epoch 965 | loss: 0.0311962 | val_loss: 0.0312031 | Time: 3200.59 ms
[2020-12-06 11:46:55 main:574] : INFO : Epoch 966 | loss: 0.0311949 | val_loss: 0.0312021 | Time: 3205.88 ms
[2020-12-06 11:46:58 main:574] : INFO : Epoch 967 | loss: 0.0311953 | val_loss: 0.0312057 | Time: 3207.24 ms
[2020-12-06 11:47:01 main:574] : INFO : Epoch 968 | loss: 0.0311956 | val_loss: 0.031203 | Time: 3206.33 ms
[2020-12-06 11:47:04 main:574] : INFO : Epoch 969 | loss: 0.0311941 | val_loss: 0.0312039 | Time: 3183.67 ms
[2020-12-06 11:47:08 main:574] : INFO : Epoch 970 | loss: 0.0311943 | val_loss: 0.031203 | Time: 3201.57 ms
[2020-12-06 11:47:11 main:574] : INFO : Epoch 971 | loss: 0.0311942 | val_loss: 0.0312004 | Time: 3209.26 ms
[2020-12-06 11:47:14 main:574] : INFO : Epoch 972 | loss: 0.031192 | val_loss: 0.0312034 | Time: 3235.54 ms
[2020-12-06 11:47:17 main:574] : INFO : Epoch 973 | loss: 0.0311925 | val_loss: 0.0312005 | Time: 3203.7 ms
[2020-12-06 11:47:21 main:574] : INFO : Epoch 974 | loss: 0.0311911 | val_loss: 0.031198 | Time: 3211.17 ms
[2020-12-06 11:47:24 main:574] : INFO : Epoch 975 | loss: 0.0311925 | val_loss: 0.031201 | Time: 3230.06 ms
[2020-12-06 11:47:27 main:574] : INFO : Epoch 976 | loss: 0.0311929 | val_loss: 0.0312033 | Time: 3224.37 ms
[2020-12-06 11:47:30 main:574] : INFO : Epoch 977 | loss: 0.0311977 | val_loss: 0.0312011 | Time: 3204.01 ms
[2020-12-06 11:47:33 main:574] : INFO : Epoch 978 | loss: 0.0311934 | val_loss: 0.0312007 | Time: 3214.86 ms
[2020-12-06 11:47:37 main:574] : INFO : Epoch 979 | loss: 0.0311915 | val_loss: 0.0311892 | Time: 3190.31 ms
[2020-12-06 11:47:40 main:574] : INFO : Epoch 980 | loss: 0.0311839 | val_loss: 0.031188 | Time: 3231.52 ms
[2020-12-06 11:47:43 main:574] : INFO : Epoch 981 | loss: 0.0311815 | val_loss: 0.0311866 | Time: 3210.42 ms
[2020-12-06 11:47:46 main:574] : INFO : Epoch 982 | loss: 0.0311785 | val_loss: 0.0311862 | Time: 3237.25 ms
[2020-12-06 11:47:50 main:574] : INFO : Epoch 983 | loss: 0.0311783 | val_loss: 0.0311848 | Time: 3200.1 ms
[2020-12-06 11:47:53 main:574] : INFO : Epoch 984 | loss: 0.0311802 | val_loss: 0.0311851 | Time: 3214.74 ms
[2020-12-06 11:47:56 main:574] : INFO : Epoch 985 | loss: 0.0311771 | val_loss: 0.031188 | Time: 3208.43 ms
[2020-12-06 11:47:59 main:574] : INFO : Epoch 986 | loss: 0.0311771 | val_loss: 0.031187 | Time: 3218.11 ms
[2020-12-06 11:48:03 main:574] : INFO : Epoch 987 | loss: 0.0311777 | val_loss: 0.0311871 | Time: 3205.62 ms
[2020-12-06 11:48:06 main:574] : INFO : Epoch 988 | loss: 0.0311762 | val_loss: 0.0311869 | Time: 3213.77 ms
[2020-12-06 11:48:09 main:574] : INFO : Epoch 989 | loss: 0.0311742 | val_loss: 0.0311846 | Time: 3215.93 ms
[2020-12-06 11:48:12 main:574] : INFO : Epoch 990 | loss: 0.0311745 | val_loss: 0.0311877 | Time: 3218.36 ms
[2020-12-06 11:48:15 main:574] : INFO : Epoch 991 | loss: 0.0311783 | val_loss: 0.0311883 | Time: 3177.92 ms
[2020-12-06 11:48:19 main:574] : INFO : Epoch 992 | loss: 0.0311738 | val_loss: 0.0311848 | Time: 3213.28 ms
[2020-12-06 11:48:22 main:574] : INFO : Epoch 993 | loss: 0.0311762 | val_loss: 0.0311864 | Time: 3218.76 ms
[2020-12-06 11:48:25 main:574] : INFO : Epoch 994 | loss: 0.0311719 | val_loss: 0.0311845 | Time: 3208.87 ms
[2020-12-06 11:48:28 main:574] : INFO : Epoch 995 | loss: 0.0311729 | val_loss: 0.0311862 | Time: 3221.73 ms
[2020-12-06 11:48:32 main:574] : INFO : Epoch 996 | loss: 0.0311723 | val_loss: 0.0311855 | Time: 3201.99 ms
[2020-12-06 11:48:35 main:574] : INFO : Epoch 997 | loss: 0.0311732 | val_loss: 0.0311844 | Time: 3217.74 ms
[2020-12-06 11:48:38 main:574] : INFO : Epoch 998 | loss: 0.0311731 | val_loss: 0.0311879 | Time: 3221.72 ms
[2020-12-06 11:48:41 main:574] : INFO : Epoch 999 | loss: 0.0311993 | val_loss: 0.031216 | Time: 3204.18 ms
[2020-12-06 11:48:45 main:574] : INFO : Epoch 1000 | loss: 0.0312139 | val_loss: 0.0312115 | Time: 3219.08 ms
[2020-12-06 11:48:48 main:574] : INFO : Epoch 1001 | loss: 0.0312155 | val_loss: 0.0312182 | Time: 3204.8 ms
[2020-12-06 11:48:51 main:574] : INFO : Epoch 1002 | loss: 0.0312183 | val_loss: 0.0312135 | Time: 3215.37 ms
[2020-12-06 11:48:54 main:574] : INFO : Epoch 1003 | loss: 0.0312143 | val_loss: 0.0312127 | Time: 3215.13 ms
[2020-12-06 11:48:57 main:574] : INFO : Epoch 1004 | loss: 0.0312116 | val_loss: 0.0312123 | Time: 3213.16 ms
[2020-12-06 11:49:01 main:574] : INFO : Epoch 1005 | loss: 0.0312119 | val_loss: 0.0312185 | Time: 3213.13 ms
[2020-12-06 11:49:04 main:574] : INFO : Epoch 1006 | loss: 0.0312115 | val_loss: 0.031209 | Time: 3186.01 ms
[2020-12-06 11:49:07 main:574] : INFO : Epoch 1007 | loss: 0.0312087 | val_loss: 0.0312105 | Time: 3191.05 ms
[2020-12-06 11:49:10 main:574] : INFO : Epoch 1008 | loss: 0.0312071 | val_loss: 0.0312095 | Time: 3228.56 ms
[2020-12-06 11:49:14 main:574] : INFO : Epoch 1009 | loss: 0.0312066 | val_loss: 0.0312086 | Time: 3192.63 ms
[2020-12-06 11:49:17 main:574] : INFO : Epoch 1010 | loss: 0.0312074 | val_loss: 0.0312151 | Time: 3189.49 ms
[2020-12-06 11:49:20 main:574] : INFO : Epoch 1011 | loss: 0.0312162 | val_loss: 0.0312169 | Time: 3200.07 ms
[2020-12-06 11:49:23 main:574] : INFO : Epoch 1012 | loss: 0.0312159 | val_loss: 0.0312135 | Time: 3226.3 ms
[2020-12-06 11:49:26 main:574] : INFO : Epoch 1013 | loss: 0.0312137 | val_loss: 0.0312157 | Time: 3223.77 ms
[2020-12-06 11:49:30 main:574] : INFO : Epoch 1014 | loss: 0.0312114 | val_loss: 0.031216 | Time: 3205.57 ms
[2020-12-06 11:49:33 main:574] : INFO : Epoch 1015 | loss: 0.03121 | val_loss: 0.0312129 | Time: 3229.29 ms
[2020-12-06 11:49:36 main:574] : INFO : Epoch 1016 | loss: 0.0312105 | val_loss: 0.0312159 | Time: 3172.13 ms
[2020-12-06 11:49:39 main:574] : INFO : Epoch 1017 | loss: 0.0312109 | val_loss: 0.031213 | Time: 3218.69 ms
[2020-12-06 11:49:43 main:574] : INFO : Epoch 1018 | loss: 0.0312081 | val_loss: 0.0312108 | Time: 3209.54 ms
[2020-12-06 11:49:46 main:574] : INFO : Epoch 1019 | loss: 0.0312063 | val_loss: 0.0312088 | Time: 3227.5 ms
[2020-12-06 11:49:49 main:574] : INFO : Epoch 1020 | loss: 0.0312055 | val_loss: 0.031209 | Time: 3244.13 ms
[2020-12-06 11:49:52 main:574] : INFO : Epoch 1021 | loss: 0.0312065 | val_loss: 0.0312177 | Time: 3172.08 ms
[2020-12-06 11:49:56 main:574] : INFO : Epoch 1022 | loss: 0.0312082 | val_loss: 0.0312108 | Time: 3194.56 ms
[2020-12-06 11:49:59 main:574] : INFO : Epoch 1023 | loss: 0.0312095 | val_loss: 0.0312139 | Time: 3222.09 ms
[2020-12-06 11:50:02 main:574] : INFO : Epoch 1024 | loss: 0.0312052 | val_loss: 0.0312106 | Time: 3220.45 ms
[2020-12-06 11:50:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312106
[2020-12-06 11:50:02 main:603] : INFO : Saving end state to config to file
[2020-12-06 11:50:02 main:608] : INFO : Success, exiting..
11:50:02 (11248): 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)