Task 3180653
| Name | ParityMachine-1605115846-14074-5_0 |
| Workunit | 1475404 |
| Created | 5 Dec 2020, 6:45:37 UTC |
| Sent | 5 Dec 2020, 22:02:14 UTC |
| Report deadline | 12 Dec 2020, 22:02:14 UTC |
| Received | 5 Dec 2020, 23:50:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12399 |
| Run time | 53 min 56 sec |
| CPU time | 53 min 52 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,642.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 32.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.0311786 | val_loss: 0.0311836 | Time: 3201.23 ms
[2020-12-05 23:29:25 main:581] : INFO : Epoch 511 | loss: 0.0311803 | val_loss: 0.0311836 | Time: 3163.59 ms
[2020-12-05 23:29:29 main:581] : INFO : Epoch 512 | loss: 0.031179 | val_loss: 0.0311837 | Time: 3135.66 ms
[2020-12-05 23:29:32 main:581] : INFO : Epoch 513 | loss: 0.0311829 | val_loss: 0.0312001 | Time: 3143.37 ms
[2020-12-05 23:29:35 main:581] : INFO : Epoch 514 | loss: 0.0311833 | val_loss: 0.0311867 | Time: 3156.94 ms
[2020-12-05 23:29:38 main:581] : INFO : Epoch 515 | loss: 0.0311821 | val_loss: 0.0311906 | Time: 3136.18 ms
[2020-12-05 23:29:41 main:581] : INFO : Epoch 516 | loss: 0.0311818 | val_loss: 0.0311859 | Time: 3155.11 ms
[2020-12-05 23:29:44 main:581] : INFO : Epoch 517 | loss: 0.0311788 | val_loss: 0.0311813 | Time: 3164.83 ms
[2020-12-05 23:29:47 main:581] : INFO : Epoch 518 | loss: 0.0311782 | val_loss: 0.0311814 | Time: 3179.34 ms
[2020-12-05 23:29:51 main:581] : INFO : Epoch 519 | loss: 0.0311784 | val_loss: 0.0311816 | Time: 3147.71 ms
[2020-12-05 23:29:54 main:581] : INFO : Epoch 520 | loss: 0.0311789 | val_loss: 0.0311804 | Time: 3161.75 ms
[2020-12-05 23:29:57 main:581] : INFO : Epoch 521 | loss: 0.0311812 | val_loss: 0.0311815 | Time: 3116.66 ms
[2020-12-05 23:30:00 main:581] : INFO : Epoch 522 | loss: 0.0311811 | val_loss: 0.0311823 | Time: 3154.12 ms
[2020-12-05 23:30:03 main:581] : INFO : Epoch 523 | loss: 0.0311795 | val_loss: 0.031183 | Time: 3202.56 ms
[2020-12-05 23:30:06 main:581] : INFO : Epoch 524 | loss: 0.0311778 | val_loss: 0.031185 | Time: 3162.69 ms
[2020-12-05 23:30:10 main:581] : INFO : Epoch 525 | loss: 0.031178 | val_loss: 0.0311816 | Time: 3128.35 ms
[2020-12-05 23:30:13 main:581] : INFO : Epoch 526 | loss: 0.0311779 | val_loss: 0.0311809 | Time: 3147.66 ms
[2020-12-05 23:30:16 main:581] : INFO : Epoch 527 | loss: 0.031178 | val_loss: 0.0311814 | Time: 3151.46 ms
[2020-12-05 23:30:19 main:581] : INFO : Epoch 528 | loss: 0.0311805 | val_loss: 0.0312001 | Time: 3160.35 ms
[2020-12-05 23:30:22 main:581] : INFO : Epoch 529 | loss: 0.0311804 | val_loss: 0.0311827 | Time: 3118.71 ms
[2020-12-05 23:30:25 main:581] : INFO : Epoch 530 | loss: 0.0311817 | val_loss: 0.0311883 | Time: 3179.22 ms
[2020-12-05 23:30:28 main:581] : INFO : Epoch 531 | loss: 0.0311798 | val_loss: 0.0311808 | Time: 3192.06 ms
[2020-12-05 23:30:32 main:581] : INFO : Epoch 532 | loss: 0.0311774 | val_loss: 0.0311809 | Time: 3147.44 ms
[2020-12-05 23:30:35 main:581] : INFO : Epoch 533 | loss: 0.0311779 | val_loss: 0.0311825 | Time: 3135.49 ms
[2020-12-05 23:30:38 main:581] : INFO : Epoch 534 | loss: 0.0311775 | val_loss: 0.0311823 | Time: 3140.16 ms
[2020-12-05 23:30:41 main:581] : INFO : Epoch 535 | loss: 0.0311778 | val_loss: 0.0311799 | Time: 3182.31 ms
[2020-12-05 23:30:44 main:581] : INFO : Epoch 536 | loss: 0.0311767 | val_loss: 0.0311809 | Time: 3134.59 ms
[2020-12-05 23:30:47 main:581] : INFO : Epoch 537 | loss: 0.0311785 | val_loss: 0.0311849 | Time: 3136.87 ms
[2020-12-05 23:30:51 main:581] : INFO : Epoch 538 | loss: 0.0311794 | val_loss: 0.0311917 | Time: 3166.52 ms
[2020-12-05 23:30:54 main:581] : INFO : Epoch 539 | loss: 0.0311822 | val_loss: 0.0311864 | Time: 3144.17 ms
[2020-12-05 23:30:57 main:581] : INFO : Epoch 540 | loss: 0.031183 | val_loss: 0.0311806 | Time: 3176.9 ms
[2020-12-05 23:31:00 main:581] : INFO : Epoch 541 | loss: 0.0311787 | val_loss: 0.0311818 | Time: 3163.73 ms
[2020-12-05 23:31:03 main:581] : INFO : Epoch 542 | loss: 0.0311773 | val_loss: 0.0311802 | Time: 3156.03 ms
[2020-12-05 23:31:06 main:581] : INFO : Epoch 543 | loss: 0.0311791 | val_loss: 0.0311829 | Time: 3136.01 ms
[2020-12-05 23:31:09 main:581] : INFO : Epoch 544 | loss: 0.0311786 | val_loss: 0.0311867 | Time: 3143.1 ms
[2020-12-05 23:31:13 main:581] : INFO : Epoch 545 | loss: 0.0311821 | val_loss: 0.0311801 | Time: 3155.2 ms
[2020-12-05 23:31:16 main:581] : INFO : Epoch 546 | loss: 0.0311781 | val_loss: 0.0311806 | Time: 3176.86 ms
[2020-12-05 23:31:19 main:581] : INFO : Epoch 547 | loss: 0.031177 | val_loss: 0.0311798 | Time: 3172.58 ms
[2020-12-05 23:31:22 main:581] : INFO : Epoch 548 | loss: 0.0311766 | val_loss: 0.0311797 | Time: 3140.87 ms
[2020-12-05 23:31:25 main:581] : INFO : Epoch 549 | loss: 0.0311774 | val_loss: 0.0311803 | Time: 3141.4 ms
[2020-12-05 23:31:28 main:581] : INFO : Epoch 550 | loss: 0.0311764 | val_loss: 0.0311809 | Time: 3183.48 ms
[2020-12-05 23:31:32 main:581] : INFO : Epoch 551 | loss: 0.0311785 | val_loss: 0.0311857 | Time: 3141.51 ms
[2020-12-05 23:31:35 main:581] : INFO : Epoch 552 | loss: 0.031179 | val_loss: 0.0311798 | Time: 3141.67 ms
[2020-12-05 23:31:38 main:581] : INFO : Epoch 553 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 3148.25 ms
[2020-12-05 23:31:41 main:581] : INFO : Epoch 554 | loss: 0.0311764 | val_loss: 0.0311823 | Time: 3189.58 ms
[2020-12-05 23:31:44 main:581] : INFO : Epoch 555 | loss: 0.0311769 | val_loss: 0.0311826 | Time: 3146.49 ms
[2020-12-05 23:31:47 main:581] : INFO : Epoch 556 | loss: 0.03118 | val_loss: 0.0311814 | Time: 3133.1 ms
[2020-12-05 23:31:50 main:581] : INFO : Epoch 557 | loss: 0.031176 | val_loss: 0.0311797 | Time: 3170.56 ms
[2020-12-05 23:31:54 main:581] : INFO : Epoch 558 | loss: 0.0311761 | val_loss: 0.0311822 | Time: 3148.69 ms
[2020-12-05 23:31:57 main:581] : INFO : Epoch 559 | loss: 0.0311761 | val_loss: 0.0311795 | Time: 3160.84 ms
[2020-12-05 23:32:00 main:581] : INFO : Epoch 560 | loss: 0.0311757 | val_loss: 0.0311794 | Time: 3154.8 ms
[2020-12-05 23:32:03 main:581] : INFO : Epoch 561 | loss: 0.0311757 | val_loss: 0.0311797 | Time: 3138.4 ms
[2020-12-05 23:32:06 main:581] : INFO : Epoch 562 | loss: 0.0311778 | val_loss: 0.031181 | Time: 3143.67 ms
[2020-12-05 23:32:09 main:581] : INFO : Epoch 563 | loss: 0.0311797 | val_loss: 0.0311844 | Time: 3182.08 ms
[2020-12-05 23:32:13 main:581] : INFO : Epoch 564 | loss: 0.0311756 | val_loss: 0.0311808 | Time: 3166.71 ms
[2020-12-05 23:32:16 main:581] : INFO : Epoch 565 | loss: 0.0311771 | val_loss: 0.0311819 | Time: 3167.32 ms
[2020-12-05 23:32:19 main:581] : INFO : Epoch 566 | loss: 0.0311764 | val_loss: 0.031181 | Time: 3153.63 ms
[2020-12-05 23:32:22 main:581] : INFO : Epoch 567 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 3153.79 ms
[2020-12-05 23:32:25 main:581] : INFO : Epoch 568 | loss: 0.0311761 | val_loss: 0.0311796 | Time: 3130.18 ms
[2020-12-05 23:32:28 main:581] : INFO : Epoch 569 | loss: 0.0311782 | val_loss: 0.0311813 | Time: 3139.51 ms
[2020-12-05 23:32:32 main:581] : INFO : Epoch 570 | loss: 0.0311773 | val_loss: 0.0311808 | Time: 3183.38 ms
[2020-12-05 23:32:35 main:581] : INFO : Epoch 571 | loss: 0.0311748 | val_loss: 0.0311815 | Time: 3197.33 ms
[2020-12-05 23:32:38 main:581] : INFO : Epoch 572 | loss: 0.031178 | val_loss: 0.0311799 | Time: 3136.41 ms
[2020-12-05 23:32:41 main:581] : INFO : Epoch 573 | loss: 0.0311767 | val_loss: 0.03118 | Time: 3154.31 ms
[2020-12-05 23:32:44 main:581] : INFO : Epoch 574 | loss: 0.0311759 | val_loss: 0.0311807 | Time: 3132.67 ms
[2020-12-05 23:32:47 main:581] : INFO : Epoch 575 | loss: 0.0311761 | val_loss: 0.0311857 | Time: 3138.29 ms
[2020-12-05 23:32:50 main:581] : INFO : Epoch 576 | loss: 0.0311778 | val_loss: 0.0311823 | Time: 3147.74 ms
[2020-12-05 23:32:54 main:581] : INFO : Epoch 577 | loss: 0.0311755 | val_loss: 0.0311801 | Time: 3210.75 ms
[2020-12-05 23:32:57 main:581] : INFO : Epoch 578 | loss: 0.0311756 | val_loss: 0.0311819 | Time: 3210.19 ms
[2020-12-05 23:33:00 main:581] : INFO : Epoch 579 | loss: 0.0311778 | val_loss: 0.0311814 | Time: 3123.05 ms
[2020-12-05 23:33:03 main:581] : INFO : Epoch 580 | loss: 0.0311762 | val_loss: 0.0311801 | Time: 3124.06 ms
[2020-12-05 23:33:06 main:581] : INFO : Epoch 581 | loss: 0.031177 | val_loss: 0.031183 | Time: 3140.86 ms
[2020-12-05 23:33:09 main:581] : INFO : Epoch 582 | loss: 0.0311791 | val_loss: 0.031183 | Time: 3163.82 ms
[2020-12-05 23:33:13 main:581] : INFO : Epoch 583 | loss: 0.0311782 | val_loss: 0.0311798 | Time: 3136.73 ms
[2020-12-05 23:33:16 main:581] : INFO : Epoch 584 | loss: 0.0311759 | val_loss: 0.0311785 | Time: 3201.1 ms
[2020-12-05 23:33:19 main:581] : INFO : Epoch 585 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 3174.4 ms
[2020-12-05 23:33:22 main:581] : INFO : Epoch 586 | loss: 0.0311795 | val_loss: 0.0311825 | Time: 3142.95 ms
[2020-12-05 23:33:25 main:581] : INFO : Epoch 587 | loss: 0.0871376 | val_loss: 0.473652 | Time: 3117.84 ms
[2020-12-05 23:33:28 main:581] : INFO : Epoch 588 | loss: 0.0746409 | val_loss: 0.0432449 | Time: 3134.83 ms
[2020-12-05 23:33:31 main:581] : INFO : Epoch 589 | loss: 0.0342934 | val_loss: 0.0319844 | Time: 3180.12 ms
[2020-12-05 23:33:35 main:581] : INFO : Epoch 590 | loss: 0.0316053 | val_loss: 0.0314662 | Time: 3183.86 ms
[2020-12-05 23:33:38 main:581] : INFO : Epoch 591 | loss: 0.0313098 | val_loss: 0.0312474 | Time: 3145.06 ms
[2020-12-05 23:33:41 main:581] : INFO : Epoch 592 | loss: 0.0312327 | val_loss: 0.0312223 | Time: 3147.41 ms
[2020-12-05 23:33:44 main:581] : INFO : Epoch 593 | loss: 0.0312202 | val_loss: 0.0312153 | Time: 3161.88 ms
[2020-12-05 23:33:47 main:581] : INFO : Epoch 594 | loss: 0.0312151 | val_loss: 0.0312128 | Time: 3153.7 ms
[2020-12-05 23:33:50 main:581] : INFO : Epoch 595 | loss: 0.0312125 | val_loss: 0.0312109 | Time: 3119.63 ms
[2020-12-05 23:33:54 main:581] : INFO : Epoch 596 | loss: 0.0312103 | val_loss: 0.0312072 | Time: 3144.08 ms
[2020-12-05 23:33:57 main:581] : INFO : Epoch 597 | loss: 0.0312073 | val_loss: 0.0312053 | Time: 3216.29 ms
[2020-12-05 23:34:00 main:581] : INFO : Epoch 598 | loss: 0.0312021 | val_loss: 0.0311992 | Time: 3155.86 ms
[2020-12-05 23:34:03 main:581] : INFO : Epoch 599 | loss: 0.0311993 | val_loss: 0.0311983 | Time: 3147.49 ms
[2020-12-05 23:34:06 main:581] : INFO : Epoch 600 | loss: 0.0311982 | val_loss: 0.031198 | Time: 3115.1 ms
[2020-12-05 23:34:09 main:581] : INFO : Epoch 601 | loss: 0.0311972 | val_loss: 0.0311967 | Time: 3163.94 ms
[2020-12-05 23:34:13 main:581] : INFO : Epoch 602 | loss: 0.0311958 | val_loss: 0.0311947 | Time: 3147.2 ms
[2020-12-05 23:34:16 main:581] : INFO : Epoch 603 | loss: 0.0311945 | val_loss: 0.0311944 | Time: 3190.78 ms
[2020-12-05 23:34:19 main:581] : INFO : Epoch 604 | loss: 0.0311952 | val_loss: 0.031196 | Time: 3168.01 ms
[2020-12-05 23:34:22 main:581] : INFO : Epoch 605 | loss: 0.0311948 | val_loss: 0.0311961 | Time: 3135.78 ms
[2020-12-05 23:34:25 main:581] : INFO : Epoch 606 | loss: 0.0311948 | val_loss: 0.031195 | Time: 3136.47 ms
[2020-12-05 23:34:28 main:581] : INFO : Epoch 607 | loss: 0.0311943 | val_loss: 0.0311949 | Time: 3153.11 ms
[2020-12-05 23:34:31 main:581] : INFO : Epoch 608 | loss: 0.0311936 | val_loss: 0.0311946 | Time: 3172.15 ms
[2020-12-05 23:34:35 main:581] : INFO : Epoch 609 | loss: 0.0311931 | val_loss: 0.0311929 | Time: 3124.39 ms
[2020-12-05 23:34:38 main:581] : INFO : Epoch 610 | loss: 0.0311921 | val_loss: 0.0311925 | Time: 3201.09 ms
[2020-12-05 23:34:41 main:581] : INFO : Epoch 611 | loss: 0.0311905 | val_loss: 0.0311923 | Time: 3139.51 ms
[2020-12-05 23:34:44 main:581] : INFO : Epoch 612 | loss: 0.0311917 | val_loss: 0.0311909 | Time: 3139.87 ms
[2020-12-05 23:34:47 main:581] : INFO : Epoch 613 | loss: 0.0311902 | val_loss: 0.0311891 | Time: 3161.25 ms
[2020-12-05 23:34:50 main:581] : INFO : Epoch 614 | loss: 0.0311896 | val_loss: 0.0311894 | Time: 3152.55 ms
[2020-12-05 23:34:54 main:581] : INFO : Epoch 615 | loss: 0.0311895 | val_loss: 0.0311893 | Time: 3153.82 ms
[2020-12-05 23:34:57 main:581] : INFO : Epoch 616 | loss: 0.0311892 | val_loss: 0.0311888 | Time: 3141.08 ms
[2020-12-05 23:35:00 main:581] : INFO : Epoch 617 | loss: 0.0311885 | val_loss: 0.0311889 | Time: 3177.46 ms
[2020-12-05 23:35:03 main:581] : INFO : Epoch 618 | loss: 0.0311887 | val_loss: 0.0311874 | Time: 3141.5 ms
[2020-12-05 23:35:06 main:581] : INFO : Epoch 619 | loss: 0.0311887 | val_loss: 0.031187 | Time: 3121.25 ms
[2020-12-05 23:35:09 main:581] : INFO : Epoch 620 | loss: 0.0311883 | val_loss: 0.0311871 | Time: 3170.4 ms
[2020-12-05 23:35:12 main:581] : INFO : Epoch 621 | loss: 0.0311882 | val_loss: 0.0311874 | Time: 3178.23 ms
[2020-12-05 23:35:16 main:581] : INFO : Epoch 622 | loss: 0.0311875 | val_loss: 0.0311856 | Time: 3156 ms
[2020-12-05 23:35:19 main:581] : INFO : Epoch 623 | loss: 0.0311879 | val_loss: 0.0311859 | Time: 3114.78 ms
[2020-12-05 23:35:22 main:581] : INFO : Epoch 624 | loss: 0.0311877 | val_loss: 0.031187 | Time: 3161.35 ms
[2020-12-05 23:35:25 main:581] : INFO : Epoch 625 | loss: 0.0311875 | val_loss: 0.0311872 | Time: 3198.01 ms
[2020-12-05 23:35:28 main:581] : INFO : Epoch 626 | loss: 0.0311874 | val_loss: 0.0311867 | Time: 3129.43 ms
[2020-12-05 23:35:31 main:581] : INFO : Epoch 627 | loss: 0.0311871 | val_loss: 0.0311859 | Time: 3145.09 ms
[2020-12-05 23:35:35 main:581] : INFO : Epoch 628 | loss: 0.031187 | val_loss: 0.0311836 | Time: 3156.11 ms
[2020-12-05 23:35:38 main:581] : INFO : Epoch 629 | loss: 0.0311867 | val_loss: 0.0311831 | Time: 3178.81 ms
[2020-12-05 23:35:41 main:581] : INFO : Epoch 630 | loss: 0.0311863 | val_loss: 0.0311846 | Time: 3133.36 ms
[2020-12-05 23:35:44 main:581] : INFO : Epoch 631 | loss: 0.0311867 | val_loss: 0.0311848 | Time: 3159.3 ms
[2020-12-05 23:35:47 main:581] : INFO : Epoch 632 | loss: 0.0311863 | val_loss: 0.0311845 | Time: 3154.27 ms
[2020-12-05 23:35:50 main:581] : INFO : Epoch 633 | loss: 0.0311856 | val_loss: 0.0311845 | Time: 3139.41 ms
[2020-12-05 23:35:53 main:581] : INFO : Epoch 634 | loss: 0.0311858 | val_loss: 0.0311839 | Time: 3153.23 ms
[2020-12-05 23:35:57 main:581] : INFO : Epoch 635 | loss: 0.0311852 | val_loss: 0.0311836 | Time: 3171.55 ms
[2020-12-05 23:36:00 main:581] : INFO : Epoch 636 | loss: 0.031185 | val_loss: 0.0311832 | Time: 3160.78 ms
[2020-12-05 23:36:03 main:581] : INFO : Epoch 637 | loss: 0.031185 | val_loss: 0.0311833 | Time: 3134.24 ms
[2020-12-05 23:36:06 main:581] : INFO : Epoch 638 | loss: 0.0311844 | val_loss: 0.031183 | Time: 3150.45 ms
[2020-12-05 23:36:09 main:581] : INFO : Epoch 639 | loss: 0.0311844 | val_loss: 0.0311838 | Time: 3156.2 ms
[2020-12-05 23:36:12 main:581] : INFO : Epoch 640 | loss: 0.0311846 | val_loss: 0.0311833 | Time: 3145.73 ms
[2020-12-05 23:36:16 main:581] : INFO : Epoch 641 | loss: 0.0311843 | val_loss: 0.0311835 | Time: 3140.11 ms
[2020-12-05 23:36:19 main:581] : INFO : Epoch 642 | loss: 0.0311846 | val_loss: 0.0311846 | Time: 3150.89 ms
[2020-12-05 23:36:22 main:581] : INFO : Epoch 643 | loss: 0.0311841 | val_loss: 0.031183 | Time: 3159.8 ms
[2020-12-05 23:36:25 main:581] : INFO : Epoch 644 | loss: 0.0311835 | val_loss: 0.0311823 | Time: 3180.78 ms
[2020-12-05 23:36:28 main:581] : INFO : Epoch 645 | loss: 0.0311836 | val_loss: 0.0311823 | Time: 3145.55 ms
[2020-12-05 23:36:31 main:581] : INFO : Epoch 646 | loss: 0.0311834 | val_loss: 0.0311822 | Time: 3129.97 ms
[2020-12-05 23:36:34 main:581] : INFO : Epoch 647 | loss: 0.0311833 | val_loss: 0.0311819 | Time: 3168.15 ms
[2020-12-05 23:36:38 main:581] : INFO : Epoch 648 | loss: 0.0311829 | val_loss: 0.0311822 | Time: 3132.31 ms
[2020-12-05 23:36:41 main:581] : INFO : Epoch 649 | loss: 0.0311832 | val_loss: 0.0311823 | Time: 3147.86 ms
[2020-12-05 23:36:44 main:581] : INFO : Epoch 650 | loss: 0.0311829 | val_loss: 0.0311821 | Time: 3177.85 ms
[2020-12-05 23:36:47 main:581] : INFO : Epoch 651 | loss: 0.0311827 | val_loss: 0.0311825 | Time: 3190.52 ms
[2020-12-05 23:36:50 main:581] : INFO : Epoch 652 | loss: 0.0311831 | val_loss: 0.0311834 | Time: 3195.43 ms
[2020-12-05 23:36:53 main:581] : INFO : Epoch 653 | loss: 0.0311839 | val_loss: 0.0311834 | Time: 3115.25 ms
[2020-12-05 23:36:57 main:581] : INFO : Epoch 654 | loss: 0.0311833 | val_loss: 0.0311829 | Time: 3123.17 ms
[2020-12-05 23:37:00 main:581] : INFO : Epoch 655 | loss: 0.0311828 | val_loss: 0.0311823 | Time: 3144.65 ms
[2020-12-05 23:37:03 main:581] : INFO : Epoch 656 | loss: 0.0311827 | val_loss: 0.0311827 | Time: 3166.85 ms
[2020-12-05 23:37:06 main:581] : INFO : Epoch 657 | loss: 0.0311825 | val_loss: 0.0311821 | Time: 3197.59 ms
[2020-12-05 23:37:09 main:581] : INFO : Epoch 658 | loss: 0.0311821 | val_loss: 0.031182 | Time: 3150.01 ms
[2020-12-05 23:37:12 main:581] : INFO : Epoch 659 | loss: 0.031182 | val_loss: 0.0311824 | Time: 3143.1 ms
[2020-12-05 23:37:15 main:581] : INFO : Epoch 660 | loss: 0.0311821 | val_loss: 0.0311812 | Time: 3143.51 ms
[2020-12-05 23:37:19 main:581] : INFO : Epoch 661 | loss: 0.0311819 | val_loss: 0.0311807 | Time: 3161.07 ms
[2020-12-05 23:37:22 main:581] : INFO : Epoch 662 | loss: 0.0311818 | val_loss: 0.0311808 | Time: 3114.42 ms
[2020-12-05 23:37:25 main:581] : INFO : Epoch 663 | loss: 0.0311816 | val_loss: 0.0311806 | Time: 3184.19 ms
[2020-12-05 23:37:28 main:581] : INFO : Epoch 664 | loss: 0.0311814 | val_loss: 0.0311802 | Time: 3219 ms
[2020-12-05 23:37:31 main:581] : INFO : Epoch 665 | loss: 0.0311815 | val_loss: 0.0311806 | Time: 3149.4 ms
[2020-12-05 23:37:34 main:581] : INFO : Epoch 666 | loss: 0.0311815 | val_loss: 0.0311805 | Time: 3116.41 ms
[2020-12-05 23:37:38 main:581] : INFO : Epoch 667 | loss: 0.0311814 | val_loss: 0.0311814 | Time: 3134.16 ms
[2020-12-05 23:37:41 main:581] : INFO : Epoch 668 | loss: 0.0311817 | val_loss: 0.0311812 | Time: 3207.49 ms
[2020-12-05 23:37:44 main:581] : INFO : Epoch 669 | loss: 0.031182 | val_loss: 0.0311805 | Time: 3143.49 ms
[2020-12-05 23:37:47 main:581] : INFO : Epoch 670 | loss: 0.0311817 | val_loss: 0.0311803 | Time: 3161.21 ms
[2020-12-05 23:37:50 main:581] : INFO : Epoch 671 | loss: 0.0311819 | val_loss: 0.0311804 | Time: 3168.63 ms
[2020-12-05 23:37:53 main:581] : INFO : Epoch 672 | loss: 0.0311816 | val_loss: 0.031181 | Time: 3141.32 ms
[2020-12-05 23:37:57 main:581] : INFO : Epoch 673 | loss: 0.0311815 | val_loss: 0.0311804 | Time: 3140.26 ms
[2020-12-05 23:38:00 main:581] : INFO : Epoch 674 | loss: 0.0311813 | val_loss: 0.0311798 | Time: 3160.86 ms
[2020-12-05 23:38:03 main:581] : INFO : Epoch 675 | loss: 0.0311826 | val_loss: 0.0311829 | Time: 3165.96 ms
[2020-12-05 23:38:06 main:581] : INFO : Epoch 676 | loss: 0.0311831 | val_loss: 0.0311834 | Time: 3152.78 ms
[2020-12-05 23:38:09 main:581] : INFO : Epoch 677 | loss: 0.0311828 | val_loss: 0.0311826 | Time: 3159.17 ms
[2020-12-05 23:38:12 main:581] : INFO : Epoch 678 | loss: 0.0311825 | val_loss: 0.0311826 | Time: 3153.04 ms
[2020-12-05 23:38:15 main:581] : INFO : Epoch 679 | loss: 0.0311821 | val_loss: 0.0311826 | Time: 3132.05 ms
[2020-12-05 23:38:19 main:581] : INFO : Epoch 680 | loss: 0.0311815 | val_loss: 0.0311828 | Time: 3125.5 ms
[2020-12-05 23:38:22 main:581] : INFO : Epoch 681 | loss: 0.0311813 | val_loss: 0.0311826 | Time: 3171.97 ms
[2020-12-05 23:38:25 main:581] : INFO : Epoch 682 | loss: 0.0311815 | val_loss: 0.0311819 | Time: 3202.48 ms
[2020-12-05 23:38:28 main:581] : INFO : Epoch 683 | loss: 0.0311801 | val_loss: 0.0311814 | Time: 3178.65 ms
[2020-12-05 23:38:31 main:581] : INFO : Epoch 684 | loss: 0.03118 | val_loss: 0.0311823 | Time: 3127.77 ms
[2020-12-05 23:38:34 main:581] : INFO : Epoch 685 | loss: 0.0311795 | val_loss: 0.0311811 | Time: 3133.33 ms
[2020-12-05 23:38:38 main:581] : INFO : Epoch 686 | loss: 0.0311793 | val_loss: 0.031181 | Time: 3126.7 ms
[2020-12-05 23:38:41 main:581] : INFO : Epoch 687 | loss: 0.0311791 | val_loss: 0.031181 | Time: 3179.99 ms
[2020-12-05 23:38:44 main:581] : INFO : Epoch 688 | loss: 0.0311789 | val_loss: 0.0311808 | Time: 3154.07 ms
[2020-12-05 23:38:47 main:581] : INFO : Epoch 689 | loss: 0.0311789 | val_loss: 0.0311808 | Time: 3143.06 ms
[2020-12-05 23:38:50 main:581] : INFO : Epoch 690 | loss: 0.0311786 | val_loss: 0.0311806 | Time: 3164.85 ms
[2020-12-05 23:38:53 main:581] : INFO : Epoch 691 | loss: 0.0311785 | val_loss: 0.0311808 | Time: 3149.06 ms
[2020-12-05 23:38:56 main:581] : INFO : Epoch 692 | loss: 0.0311784 | val_loss: 0.0311806 | Time: 3141.34 ms
[2020-12-05 23:39:00 main:581] : INFO : Epoch 693 | loss: 0.0311787 | val_loss: 0.0311807 | Time: 3133.21 ms
[2020-12-05 23:39:03 main:581] : INFO : Epoch 694 | loss: 0.0311784 | val_loss: 0.0311807 | Time: 3158.8 ms
[2020-12-05 23:39:06 main:581] : INFO : Epoch 695 | loss: 0.0311786 | val_loss: 0.031181 | Time: 3183.34 ms
[2020-12-05 23:39:09 main:581] : INFO : Epoch 696 | loss: 0.0311779 | val_loss: 0.0311799 | Time: 3155.54 ms
[2020-12-05 23:39:12 main:581] : INFO : Epoch 697 | loss: 0.0311779 | val_loss: 0.03118 | Time: 3145.23 ms
[2020-12-05 23:39:15 main:581] : INFO : Epoch 698 | loss: 0.0311779 | val_loss: 0.0311799 | Time: 3128.88 ms
[2020-12-05 23:39:19 main:581] : INFO : Epoch 699 | loss: 0.0311778 | val_loss: 0.0311799 | Time: 3146.99 ms
[2020-12-05 23:39:22 main:581] : INFO : Epoch 700 | loss: 0.031178 | val_loss: 0.0311801 | Time: 3167.76 ms
[2020-12-05 23:39:25 main:581] : INFO : Epoch 701 | loss: 0.0311774 | val_loss: 0.0311801 | Time: 3176.04 ms
[2020-12-05 23:39:28 main:581] : INFO : Epoch 702 | loss: 0.0311773 | val_loss: 0.0311801 | Time: 3134.38 ms
[2020-12-05 23:39:31 main:581] : INFO : Epoch 703 | loss: 0.0311773 | val_loss: 0.0311802 | Time: 3149.42 ms
[2020-12-05 23:39:34 main:581] : INFO : Epoch 704 | loss: 0.0311773 | val_loss: 0.0311808 | Time: 3170.73 ms
[2020-12-05 23:39:37 main:581] : INFO : Epoch 705 | loss: 0.0311776 | val_loss: 0.0311806 | Time: 3143.72 ms
[2020-12-05 23:39:41 main:581] : INFO : Epoch 706 | loss: 0.0311776 | val_loss: 0.0311816 | Time: 3139.56 ms
[2020-12-05 23:39:44 main:581] : INFO : Epoch 707 | loss: 0.0311773 | val_loss: 0.0311803 | Time: 3150.24 ms
[2020-12-05 23:39:47 main:581] : INFO : Epoch 708 | loss: 0.0311774 | val_loss: 0.0311802 | Time: 3170.24 ms
[2020-12-05 23:39:50 main:581] : INFO : Epoch 709 | loss: 0.0311772 | val_loss: 0.0311806 | Time: 3131.8 ms
[2020-12-05 23:39:53 main:581] : INFO : Epoch 710 | loss: 0.0311771 | val_loss: 0.0311801 | Time: 3155.07 ms
[2020-12-05 23:39:56 main:581] : INFO : Epoch 711 | loss: 0.0311773 | val_loss: 0.03118 | Time: 3140.77 ms
[2020-12-05 23:40:00 main:581] : INFO : Epoch 712 | loss: 0.0311775 | val_loss: 0.0311804 | Time: 3149.45 ms
[2020-12-05 23:40:03 main:581] : INFO : Epoch 713 | loss: 0.0311769 | val_loss: 0.03118 | Time: 3116.11 ms
[2020-12-05 23:40:06 main:581] : INFO : Epoch 714 | loss: 0.0311768 | val_loss: 0.03118 | Time: 3201.09 ms
[2020-12-05 23:40:09 main:581] : INFO : Epoch 715 | loss: 0.0311768 | val_loss: 0.03118 | Time: 3170.85 ms
[2020-12-05 23:40:12 main:581] : INFO : Epoch 716 | loss: 0.0311769 | val_loss: 0.0311806 | Time: 3138.24 ms
[2020-12-05 23:40:15 main:581] : INFO : Epoch 717 | loss: 0.0311777 | val_loss: 0.0311804 | Time: 3131.66 ms
[2020-12-05 23:40:18 main:581] : INFO : Epoch 718 | loss: 0.031177 | val_loss: 0.0311809 | Time: 3175.62 ms
[2020-12-05 23:40:22 main:581] : INFO : Epoch 719 | loss: 0.031177 | val_loss: 0.0311814 | Time: 3179.76 ms
[2020-12-05 23:40:25 main:581] : INFO : Epoch 720 | loss: 0.031177 | val_loss: 0.0311817 | Time: 3118.29 ms
[2020-12-05 23:40:28 main:581] : INFO : Epoch 721 | loss: 0.0311774 | val_loss: 0.0311813 | Time: 3179.48 ms
[2020-12-05 23:40:31 main:581] : INFO : Epoch 722 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 3151.96 ms
[2020-12-05 23:40:34 main:581] : INFO : Epoch 723 | loss: 0.0311772 | val_loss: 0.0311821 | Time: 3166.9 ms
[2020-12-05 23:40:37 main:581] : INFO : Epoch 724 | loss: 0.0311773 | val_loss: 0.0311809 | Time: 3124.79 ms
[2020-12-05 23:40:41 main:581] : INFO : Epoch 725 | loss: 0.0311769 | val_loss: 0.0311813 | Time: 3164.58 ms
[2020-12-05 23:40:44 main:581] : INFO : Epoch 726 | loss: 0.0311772 | val_loss: 0.0311808 | Time: 3172.95 ms
[2020-12-05 23:40:47 main:581] : INFO : Epoch 727 | loss: 0.0311774 | val_loss: 0.0311809 | Time: 3132.24 ms
[2020-12-05 23:40:50 main:581] : INFO : Epoch 728 | loss: 0.0311773 | val_loss: 0.031181 | Time: 3142.31 ms
[2020-12-05 23:40:53 main:581] : INFO : Epoch 729 | loss: 0.031178 | val_loss: 0.0311805 | Time: 3150.41 ms
[2020-12-05 23:40:56 main:581] : INFO : Epoch 730 | loss: 0.0311786 | val_loss: 0.0311807 | Time: 3169.93 ms
[2020-12-05 23:40:59 main:581] : INFO : Epoch 731 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 3169.77 ms
[2020-12-05 23:41:03 main:581] : INFO : Epoch 732 | loss: 0.0311781 | val_loss: 0.0311806 | Time: 3149.45 ms
[2020-12-05 23:41:06 main:581] : INFO : Epoch 733 | loss: 0.0311782 | val_loss: 0.0311809 | Time: 3131.5 ms
[2020-12-05 23:41:09 main:581] : INFO : Epoch 734 | loss: 0.0311782 | val_loss: 0.0311806 | Time: 3136.98 ms
[2020-12-05 23:41:12 main:581] : INFO : Epoch 735 | loss: 0.0311778 | val_loss: 0.0311809 | Time: 3187.33 ms
[2020-12-05 23:41:15 main:581] : INFO : Epoch 736 | loss: 0.031178 | val_loss: 0.0311811 | Time: 3141.55 ms
[2020-12-05 23:41:18 main:581] : INFO : Epoch 737 | loss: 0.0311776 | val_loss: 0.0311804 | Time: 3137.39 ms
[2020-12-05 23:41:22 main:581] : INFO : Epoch 738 | loss: 0.0311776 | val_loss: 0.0311801 | Time: 3185.01 ms
[2020-12-05 23:41:25 main:581] : INFO : Epoch 739 | loss: 0.0311774 | val_loss: 0.0311805 | Time: 3142.16 ms
[2020-12-05 23:41:28 main:581] : INFO : Epoch 740 | loss: 0.0311771 | val_loss: 0.031181 | Time: 3158.57 ms
[2020-12-05 23:41:31 main:581] : INFO : Epoch 741 | loss: 0.0311777 | val_loss: 0.0311807 | Time: 3120.38 ms
[2020-12-05 23:41:34 main:581] : INFO : Epoch 742 | loss: 0.0311774 | val_loss: 0.0311799 | Time: 3195.82 ms
[2020-12-05 23:41:37 main:581] : INFO : Epoch 743 | loss: 0.031177 | val_loss: 0.0311798 | Time: 3164.98 ms
[2020-12-05 23:41:40 main:581] : INFO : Epoch 744 | loss: 0.0311768 | val_loss: 0.0311795 | Time: 3138.6 ms
[2020-12-05 23:41:44 main:581] : INFO : Epoch 745 | loss: 0.0311767 | val_loss: 0.0311791 | Time: 3170.48 ms
[2020-12-05 23:41:47 main:581] : INFO : Epoch 746 | loss: 0.0311764 | val_loss: 0.0311793 | Time: 3125.75 ms
[2020-12-05 23:41:50 main:581] : INFO : Epoch 747 | loss: 0.0311769 | val_loss: 0.0311792 | Time: 3178.94 ms
[2020-12-05 23:41:53 main:581] : INFO : Epoch 748 | loss: 0.0311769 | val_loss: 0.0311799 | Time: 3146.71 ms
[2020-12-05 23:41:56 main:581] : INFO : Epoch 749 | loss: 0.0311776 | val_loss: 0.0311805 | Time: 3172.5 ms
[2020-12-05 23:41:59 main:581] : INFO : Epoch 750 | loss: 0.0311779 | val_loss: 0.0311807 | Time: 3138.67 ms
[2020-12-05 23:42:03 main:581] : INFO : Epoch 751 | loss: 0.0311783 | val_loss: 0.0311806 | Time: 3154.85 ms
[2020-12-05 23:42:06 main:581] : INFO : Epoch 752 | loss: 0.0311783 | val_loss: 0.0311824 | Time: 3139.36 ms
[2020-12-05 23:42:09 main:581] : INFO : Epoch 753 | loss: 0.0311784 | val_loss: 0.0311803 | Time: 3164.5 ms
[2020-12-05 23:42:12 main:581] : INFO : Epoch 754 | loss: 0.0311773 | val_loss: 0.0311806 | Time: 3146.68 ms
[2020-12-05 23:42:15 main:581] : INFO : Epoch 755 | loss: 0.0311772 | val_loss: 0.0311797 | Time: 3154.16 ms
[2020-12-05 23:42:18 main:581] : INFO : Epoch 756 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 3128.03 ms
[2020-12-05 23:42:21 main:581] : INFO : Epoch 757 | loss: 0.031177 | val_loss: 0.0311799 | Time: 3140.35 ms
[2020-12-05 23:42:25 main:581] : INFO : Epoch 758 | loss: 0.0311767 | val_loss: 0.0311801 | Time: 3132.48 ms
[2020-12-05 23:42:28 main:581] : INFO : Epoch 759 | loss: 0.0311766 | val_loss: 0.03118 | Time: 3115.04 ms
[2020-12-05 23:42:31 main:581] : INFO : Epoch 760 | loss: 0.0311775 | val_loss: 0.0311801 | Time: 3158.82 ms
[2020-12-05 23:42:34 main:581] : INFO : Epoch 761 | loss: 0.0311769 | val_loss: 0.0311795 | Time: 3220.56 ms
[2020-12-05 23:42:37 main:581] : INFO : Epoch 762 | loss: 0.0311762 | val_loss: 0.0311791 | Time: 3224.72 ms
[2020-12-05 23:42:41 main:581] : INFO : Epoch 763 | loss: 0.0311764 | val_loss: 0.0311793 | Time: 3119.87 ms
[2020-12-05 23:42:44 main:581] : INFO : Epoch 764 | loss: 0.0311762 | val_loss: 0.031181 | Time: 3122.64 ms
[2020-12-05 23:42:47 main:581] : INFO : Epoch 765 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 3144.22 ms
[2020-12-05 23:42:50 main:581] : INFO : Epoch 766 | loss: 0.031176 | val_loss: 0.0311792 | Time: 3137.12 ms
[2020-12-05 23:42:53 main:581] : INFO : Epoch 767 | loss: 0.0311766 | val_loss: 0.0311798 | Time: 3176.64 ms
[2020-12-05 23:42:56 main:581] : INFO : Epoch 768 | loss: 0.0311767 | val_loss: 0.0311798 | Time: 3170.78 ms
[2020-12-05 23:43:00 main:581] : INFO : Epoch 769 | loss: 0.0311764 | val_loss: 0.0311789 | Time: 3182.41 ms
[2020-12-05 23:43:03 main:581] : INFO : Epoch 770 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 3133.08 ms
[2020-12-05 23:43:06 main:581] : INFO : Epoch 771 | loss: 0.0311767 | val_loss: 0.0311797 | Time: 3123.83 ms
[2020-12-05 23:43:09 main:581] : INFO : Epoch 772 | loss: 0.0311761 | val_loss: 0.0311791 | Time: 3135.21 ms
[2020-12-05 23:43:12 main:581] : INFO : Epoch 773 | loss: 0.0311758 | val_loss: 0.0311792 | Time: 3133.74 ms
[2020-12-05 23:43:15 main:581] : INFO : Epoch 774 | loss: 0.0311758 | val_loss: 0.0311803 | Time: 3219.72 ms
[2020-12-05 23:43:18 main:581] : INFO : Epoch 775 | loss: 0.0311765 | val_loss: 0.0311794 | Time: 3164.94 ms
[2020-12-05 23:43:22 main:581] : INFO : Epoch 776 | loss: 0.0311759 | val_loss: 0.0311792 | Time: 3140.2 ms
[2020-12-05 23:43:25 main:581] : INFO : Epoch 777 | loss: 0.0311762 | val_loss: 0.0311794 | Time: 3130.93 ms
[2020-12-05 23:43:28 main:581] : INFO : Epoch 778 | loss: 0.0311756 | val_loss: 0.0311799 | Time: 3150.94 ms
[2020-12-05 23:43:31 main:581] : INFO : Epoch 779 | loss: 0.0311759 | val_loss: 0.0311793 | Time: 3158.48 ms
[2020-12-05 23:43:34 main:581] : INFO : Epoch 780 | loss: 0.0311753 | val_loss: 0.0311786 | Time: 3141.37 ms
[2020-12-05 23:43:37 main:581] : INFO : Epoch 781 | loss: 0.0311761 | val_loss: 0.0311801 | Time: 3193.68 ms
[2020-12-05 23:43:41 main:581] : INFO : Epoch 782 | loss: 0.0311756 | val_loss: 0.0311794 | Time: 3144.69 ms
[2020-12-05 23:43:44 main:581] : INFO : Epoch 783 | loss: 0.031176 | val_loss: 0.0311782 | Time: 3130.13 ms
[2020-12-05 23:43:47 main:581] : INFO : Epoch 784 | loss: 0.031176 | val_loss: 0.0311783 | Time: 3161.68 ms
[2020-12-05 23:43:50 main:581] : INFO : Epoch 785 | loss: 0.0311761 | val_loss: 0.0311792 | Time: 3149.7 ms
[2020-12-05 23:43:53 main:581] : INFO : Epoch 786 | loss: 0.0311765 | val_loss: 0.0311783 | Time: 3122.65 ms
[2020-12-05 23:43:56 main:581] : INFO : Epoch 787 | loss: 0.0311757 | val_loss: 0.031179 | Time: 3189.68 ms
[2020-12-05 23:43:59 main:581] : INFO : Epoch 788 | loss: 0.0311756 | val_loss: 0.0311791 | Time: 3139.82 ms
[2020-12-05 23:44:03 main:581] : INFO : Epoch 789 | loss: 0.0311754 | val_loss: 0.031179 | Time: 3170.24 ms
[2020-12-05 23:44:06 main:581] : INFO : Epoch 790 | loss: 0.0311757 | val_loss: 0.0311787 | Time: 3132.72 ms
[2020-12-05 23:44:09 main:581] : INFO : Epoch 791 | loss: 0.0311759 | val_loss: 0.0311784 | Time: 3156.57 ms
[2020-12-05 23:44:12 main:581] : INFO : Epoch 792 | loss: 0.0311771 | val_loss: 0.0311814 | Time: 3148.19 ms
[2020-12-05 23:44:15 main:581] : INFO : Epoch 793 | loss: 0.0311771 | val_loss: 0.0311775 | Time: 3182.06 ms
[2020-12-05 23:44:18 main:581] : INFO : Epoch 794 | loss: 0.0311763 | val_loss: 0.0311787 | Time: 3160.42 ms
[2020-12-05 23:44:21 main:581] : INFO : Epoch 795 | loss: 0.0311755 | val_loss: 0.0311783 | Time: 3129.06 ms
[2020-12-05 23:44:25 main:581] : INFO : Epoch 796 | loss: 0.0311756 | val_loss: 0.0311786 | Time: 3137.28 ms
[2020-12-05 23:44:28 main:581] : INFO : Epoch 797 | loss: 0.0311758 | val_loss: 0.0311781 | Time: 3173.75 ms
[2020-12-05 23:44:31 main:581] : INFO : Epoch 798 | loss: 0.0311753 | val_loss: 0.031178 | Time: 3148.47 ms
[2020-12-05 23:44:34 main:581] : INFO : Epoch 799 | loss: 0.0311752 | val_loss: 0.0311778 | Time: 3142.15 ms
[2020-12-05 23:44:37 main:581] : INFO : Epoch 800 | loss: 0.0311753 | val_loss: 0.0311786 | Time: 3181.35 ms
[2020-12-05 23:44:40 main:581] : INFO : Epoch 801 | loss: 0.0311763 | val_loss: 0.0311787 | Time: 3149.11 ms
[2020-12-05 23:44:44 main:581] : INFO : Epoch 802 | loss: 0.0311752 | val_loss: 0.0311779 | Time: 3131.6 ms
[2020-12-05 23:44:47 main:581] : INFO : Epoch 803 | loss: 0.0311751 | val_loss: 0.0311774 | Time: 3130.13 ms
[2020-12-05 23:44:50 main:581] : INFO : Epoch 804 | loss: 0.0311747 | val_loss: 0.0311777 | Time: 3173.97 ms
[2020-12-05 23:44:53 main:581] : INFO : Epoch 805 | loss: 0.0311752 | val_loss: 0.0311784 | Time: 3167.79 ms
[2020-12-05 23:44:56 main:581] : INFO : Epoch 806 | loss: 0.0311753 | val_loss: 0.0311792 | Time: 3134.19 ms
[2020-12-05 23:44:59 main:581] : INFO : Epoch 807 | loss: 0.0311751 | val_loss: 0.0311795 | Time: 3186.49 ms
[2020-12-05 23:45:03 main:581] : INFO : Epoch 808 | loss: 0.0311748 | val_loss: 0.0311788 | Time: 3145.17 ms
[2020-12-05 23:45:06 main:581] : INFO : Epoch 809 | loss: 0.0311748 | val_loss: 0.0311777 | Time: 3139.62 ms
[2020-12-05 23:45:09 main:581] : INFO : Epoch 810 | loss: 0.0311748 | val_loss: 0.0311775 | Time: 3146.04 ms
[2020-12-05 23:45:12 main:581] : INFO : Epoch 811 | loss: 0.0311749 | val_loss: 0.0311782 | Time: 3175.88 ms
[2020-12-05 23:45:15 main:581] : INFO : Epoch 812 | loss: 0.0311755 | val_loss: 0.0311785 | Time: 3138.71 ms
[2020-12-05 23:45:18 main:581] : INFO : Epoch 813 | loss: 0.0311751 | val_loss: 0.0311783 | Time: 3144.23 ms
[2020-12-05 23:45:21 main:581] : INFO : Epoch 814 | loss: 0.0311747 | val_loss: 0.0311803 | Time: 3179.8 ms
[2020-12-05 23:45:25 main:581] : INFO : Epoch 815 | loss: 0.0311747 | val_loss: 0.0311789 | Time: 3180.11 ms
[2020-12-05 23:45:28 main:581] : INFO : Epoch 816 | loss: 0.0311749 | val_loss: 0.031179 | Time: 3130.08 ms
[2020-12-05 23:45:31 main:581] : INFO : Epoch 817 | loss: 0.0311763 | val_loss: 0.031179 | Time: 3128.47 ms
[2020-12-05 23:45:34 main:581] : INFO : Epoch 818 | loss: 0.031176 | val_loss: 0.0311784 | Time: 3199.31 ms
[2020-12-05 23:45:37 main:581] : INFO : Epoch 819 | loss: 0.0311758 | val_loss: 0.0311791 | Time: 3136.9 ms
[2020-12-05 23:45:40 main:581] : INFO : Epoch 820 | loss: 0.0311774 | val_loss: 0.0311799 | Time: 3147.58 ms
[2020-12-05 23:45:44 main:581] : INFO : Epoch 821 | loss: 0.0311783 | val_loss: 0.0311806 | Time: 3145.4 ms
[2020-12-05 23:45:47 main:581] : INFO : Epoch 822 | loss: 0.0311783 | val_loss: 0.0311813 | Time: 3180.87 ms
[2020-12-05 23:45:50 main:581] : INFO : Epoch 823 | loss: 0.0311778 | val_loss: 0.0311807 | Time: 3135.69 ms
[2020-12-05 23:45:53 main:581] : INFO : Epoch 824 | loss: 0.031177 | val_loss: 0.0311795 | Time: 3164.58 ms
[2020-12-05 23:45:56 main:581] : INFO : Epoch 825 | loss: 0.0311772 | val_loss: 0.0311805 | Time: 3128.49 ms
[2020-12-05 23:45:59 main:581] : INFO : Epoch 826 | loss: 0.0311766 | val_loss: 0.0311829 | Time: 3138.17 ms
[2020-12-05 23:46:02 main:581] : INFO : Epoch 827 | loss: 0.031177 | val_loss: 0.0311803 | Time: 3171.73 ms
[2020-12-05 23:46:06 main:581] : INFO : Epoch 828 | loss: 0.031176 | val_loss: 0.0311795 | Time: 3169.35 ms
[2020-12-05 23:46:09 main:581] : INFO : Epoch 829 | loss: 0.0311765 | val_loss: 0.0311787 | Time: 3125.35 ms
[2020-12-05 23:46:12 main:581] : INFO : Epoch 830 | loss: 0.0311761 | val_loss: 0.0311786 | Time: 3133.19 ms
[2020-12-05 23:46:15 main:581] : INFO : Epoch 831 | loss: 0.0311752 | val_loss: 0.0311812 | Time: 3161.81 ms
[2020-12-05 23:46:18 main:581] : INFO : Epoch 832 | loss: 0.0311764 | val_loss: 0.0311813 | Time: 3181.6 ms
[2020-12-05 23:46:21 main:581] : INFO : Epoch 833 | loss: 0.0311755 | val_loss: 0.0311793 | Time: 3143.81 ms
[2020-12-05 23:46:24 main:581] : INFO : Epoch 834 | loss: 0.0311755 | val_loss: 0.031179 | Time: 3152.22 ms
[2020-12-05 23:46:28 main:581] : INFO : Epoch 835 | loss: 0.0311753 | val_loss: 0.0311803 | Time: 3181.64 ms
[2020-12-05 23:46:31 main:581] : INFO : Epoch 836 | loss: 0.0311759 | val_loss: 0.0311834 | Time: 3140.21 ms
[2020-12-05 23:46:34 main:581] : INFO : Epoch 837 | loss: 0.0311781 | val_loss: 0.0311809 | Time: 3128.73 ms
[2020-12-05 23:46:37 main:581] : INFO : Epoch 838 | loss: 0.0311784 | val_loss: 0.0311791 | Time: 3154.53 ms
[2020-12-05 23:46:40 main:581] : INFO : Epoch 839 | loss: 0.0311763 | val_loss: 0.0311788 | Time: 3144.3 ms
[2020-12-05 23:46:43 main:581] : INFO : Epoch 840 | loss: 0.0311758 | val_loss: 0.0311786 | Time: 3177.34 ms
[2020-12-05 23:46:47 main:581] : INFO : Epoch 841 | loss: 0.031176 | val_loss: 0.0311817 | Time: 3164.09 ms
[2020-12-05 23:46:50 main:581] : INFO : Epoch 842 | loss: 0.0311754 | val_loss: 0.0311797 | Time: 3158.27 ms
[2020-12-05 23:46:53 main:581] : INFO : Epoch 843 | loss: 0.0311746 | val_loss: 0.0311793 | Time: 3128.86 ms
[2020-12-05 23:46:56 main:581] : INFO : Epoch 844 | loss: 0.0311743 | val_loss: 0.0311792 | Time: 3114.05 ms
[2020-12-05 23:46:59 main:581] : INFO : Epoch 845 | loss: 0.0311744 | val_loss: 0.0311793 | Time: 3164.23 ms
[2020-12-05 23:47:02 main:581] : INFO : Epoch 846 | loss: 0.0311745 | val_loss: 0.0311808 | Time: 3197.25 ms
[2020-12-05 23:47:06 main:581] : INFO : Epoch 847 | loss: 0.0311744 | val_loss: 0.0311799 | Time: 3181.96 ms
[2020-12-05 23:47:09 main:581] : INFO : Epoch 848 | loss: 0.0311742 | val_loss: 0.0311798 | Time: 3128.03 ms
[2020-12-05 23:47:12 main:581] : INFO : Epoch 849 | loss: 0.0311753 | val_loss: 0.0311819 | Time: 3133.29 ms
[2020-12-05 23:47:15 main:581] : INFO : Epoch 850 | loss: 0.0311747 | val_loss: 0.0311806 | Time: 3140.79 ms
[2020-12-05 23:47:18 main:581] : INFO : Epoch 851 | loss: 0.0311739 | val_loss: 0.0311804 | Time: 3169.09 ms
[2020-12-05 23:47:21 main:581] : INFO : Epoch 852 | loss: 0.0311743 | val_loss: 0.0311804 | Time: 3138.31 ms
[2020-12-05 23:47:24 main:581] : INFO : Epoch 853 | loss: 0.0311765 | val_loss: 0.0311865 | Time: 3177.9 ms
[2020-12-05 23:47:28 main:581] : INFO : Epoch 854 | loss: 0.0311763 | val_loss: 0.0311783 | Time: 3184.35 ms
[2020-12-05 23:47:31 main:581] : INFO : Epoch 855 | loss: 0.0311735 | val_loss: 0.031179 | Time: 3126.75 ms
[2020-12-05 23:47:34 main:581] : INFO : Epoch 856 | loss: 0.031174 | val_loss: 0.0311787 | Time: 3126.31 ms
[2020-12-05 23:47:37 main:581] : INFO : Epoch 857 | loss: 0.0311738 | val_loss: 0.0311782 | Time: 3149.24 ms
[2020-12-05 23:47:40 main:581] : INFO : Epoch 858 | loss: 0.0311735 | val_loss: 0.031178 | Time: 3173.42 ms
[2020-12-05 23:47:43 main:581] : INFO : Epoch 859 | loss: 0.0311742 | val_loss: 0.0311795 | Time: 3166.47 ms
[2020-12-05 23:47:47 main:581] : INFO : Epoch 860 | loss: 0.0311741 | val_loss: 0.0311787 | Time: 3170.42 ms
[2020-12-05 23:47:50 main:581] : INFO : Epoch 861 | loss: 0.0311752 | val_loss: 0.031181 | Time: 3122.48 ms
[2020-12-05 23:47:53 main:581] : INFO : Epoch 862 | loss: 0.0311759 | val_loss: 0.0311796 | Time: 3140.43 ms
[2020-12-05 23:47:56 main:581] : INFO : Epoch 863 | loss: 0.0311739 | val_loss: 0.0311812 | Time: 3163.02 ms
[2020-12-05 23:47:59 main:581] : INFO : Epoch 864 | loss: 0.0311755 | val_loss: 0.031177 | Time: 3204.04 ms
[2020-12-05 23:48:02 main:581] : INFO : Epoch 865 | loss: 0.0311733 | val_loss: 0.0311776 | Time: 3135.68 ms
[2020-12-05 23:48:05 main:581] : INFO : Epoch 866 | loss: 0.0311732 | val_loss: 0.0311789 | Time: 3145.86 ms
[2020-12-05 23:48:09 main:581] : INFO : Epoch 867 | loss: 0.0311741 | val_loss: 0.0311775 | Time: 3158.88 ms
[2020-12-05 23:48:12 main:581] : INFO : Epoch 868 | loss: 0.0311748 | val_loss: 0.0311797 | Time: 3138.89 ms
[2020-12-05 23:48:15 main:581] : INFO : Epoch 869 | loss: 0.031174 | val_loss: 0.0311825 | Time: 3139.7 ms
[2020-12-05 23:48:18 main:581] : INFO : Epoch 870 | loss: 0.0311741 | val_loss: 0.0311832 | Time: 3158.13 ms
[2020-12-05 23:48:21 main:581] : INFO : Epoch 871 | loss: 0.0311738 | val_loss: 0.0311821 | Time: 3182.91 ms
[2020-12-05 23:48:24 main:581] : INFO : Epoch 872 | loss: 0.0311735 | val_loss: 0.031183 | Time: 3154.42 ms
[2020-12-05 23:48:28 main:581] : INFO : Epoch 873 | loss: 0.0311747 | val_loss: 0.031185 | Time: 3162.82 ms
[2020-12-05 23:48:31 main:581] : INFO : Epoch 874 | loss: 0.0311732 | val_loss: 0.0311831 | Time: 3130.45 ms
[2020-12-05 23:48:34 main:581] : INFO : Epoch 875 | loss: 0.0311736 | val_loss: 0.0311812 | Time: 3118.16 ms
[2020-12-05 23:48:37 main:581] : INFO : Epoch 876 | loss: 0.031174 | val_loss: 0.0311806 | Time: 3159.36 ms
[2020-12-05 23:48:40 main:581] : INFO : Epoch 877 | loss: 0.0311726 | val_loss: 0.0311825 | Time: 3222.65 ms
[2020-12-05 23:48:43 main:581] : INFO : Epoch 878 | loss: 0.0311731 | val_loss: 0.0311806 | Time: 3183.65 ms
[2020-12-05 23:48:46 main:581] : INFO : Epoch 879 | loss: 0.0311743 | val_loss: 0.0311795 | Time: 3122.99 ms
[2020-12-05 23:48:50 main:581] : INFO : Epoch 880 | loss: 0.0311753 | val_loss: 0.0311818 | Time: 3138.03 ms
[2020-12-05 23:48:53 main:581] : INFO : Epoch 881 | loss: 0.0311738 | val_loss: 0.0311786 | Time: 3152.77 ms
[2020-12-05 23:48:56 main:581] : INFO : Epoch 882 | loss: 0.0311738 | val_loss: 0.0311815 | Time: 3137.76 ms
[2020-12-05 23:48:59 main:581] : INFO : Epoch 883 | loss: 0.0311731 | val_loss: 0.0311801 | Time: 3150.42 ms
[2020-12-05 23:49:02 main:581] : INFO : Epoch 884 | loss: 0.0311735 | val_loss: 0.0311885 | Time: 3144.8 ms
[2020-12-05 23:49:05 main:581] : INFO : Epoch 885 | loss: 0.0311779 | val_loss: 0.0311866 | Time: 3150.23 ms
[2020-12-05 23:49:08 main:581] : INFO : Epoch 886 | loss: 0.0311763 | val_loss: 0.031177 | Time: 3130.42 ms
[2020-12-05 23:49:12 main:581] : INFO : Epoch 887 | loss: 0.0311753 | val_loss: 0.0311756 | Time: 3125.05 ms
[2020-12-05 23:49:15 main:581] : INFO : Epoch 888 | loss: 0.0311761 | val_loss: 0.0311767 | Time: 3141.41 ms
[2020-12-05 23:49:18 main:581] : INFO : Epoch 889 | loss: 0.0311745 | val_loss: 0.0311763 | Time: 3194.34 ms
[2020-12-05 23:49:21 main:581] : INFO : Epoch 890 | loss: 0.031175 | val_loss: 0.0311826 | Time: 3219.99 ms
[2020-12-05 23:49:24 main:581] : INFO : Epoch 891 | loss: 0.0311741 | val_loss: 0.0311794 | Time: 3119.22 ms
[2020-12-05 23:49:27 main:581] : INFO : Epoch 892 | loss: 0.031174 | val_loss: 0.031181 | Time: 3128.26 ms
[2020-12-05 23:49:31 main:581] : INFO : Epoch 893 | loss: 0.0311743 | val_loss: 0.031182 | Time: 3121.32 ms
[2020-12-05 23:49:34 main:581] : INFO : Epoch 894 | loss: 0.0311752 | val_loss: 0.0311801 | Time: 3154.65 ms
[2020-12-05 23:49:37 main:581] : INFO : Epoch 895 | loss: 0.0311746 | val_loss: 0.0311788 | Time: 3166.08 ms
[2020-12-05 23:49:40 main:581] : INFO : Epoch 896 | loss: 0.0311738 | val_loss: 0.0311798 | Time: 3179.97 ms
[2020-12-05 23:49:43 main:581] : INFO : Epoch 897 | loss: 0.0311735 | val_loss: 0.031184 | Time: 3165.74 ms
[2020-12-05 23:49:46 main:581] : INFO : Epoch 898 | loss: 0.0311748 | val_loss: 0.0311857 | Time: 3112.73 ms
[2020-12-05 23:49:49 main:581] : INFO : Epoch 899 | loss: 0.0311767 | val_loss: 0.0311851 | Time: 3137.52 ms
[2020-12-05 23:49:53 main:581] : INFO : Epoch 900 | loss: 0.0311793 | val_loss: 0.0311765 | Time: 3183.43 ms
[2020-12-05 23:49:56 main:581] : INFO : Epoch 901 | loss: 0.0311778 | val_loss: 0.0311754 | Time: 3176.98 ms
[2020-12-05 23:49:59 main:581] : INFO : Epoch 902 | loss: 0.0311751 | val_loss: 0.0311755 | Time: 3129.77 ms
[2020-12-05 23:50:02 main:581] : INFO : Epoch 903 | loss: 0.0311763 | val_loss: 0.0311767 | Time: 3167.34 ms
[2020-12-05 23:50:05 main:581] : INFO : Epoch 904 | loss: 0.031175 | val_loss: 0.031176 | Time: 3158.96 ms
[2020-12-05 23:50:08 main:581] : INFO : Epoch 905 | loss: 0.0311755 | val_loss: 0.0311764 | Time: 3146.63 ms
[2020-12-05 23:50:12 main:581] : INFO : Epoch 906 | loss: 0.0311759 | val_loss: 0.0311759 | Time: 3113.2 ms
[2020-12-05 23:50:15 main:581] : INFO : Epoch 907 | loss: 0.0311747 | val_loss: 0.0311766 | Time: 3206.03 ms
[2020-12-05 23:50:18 main:581] : INFO : Epoch 908 | loss: 0.0311753 | val_loss: 0.0311773 | Time: 3184.57 ms
[2020-12-05 23:50:21 main:581] : INFO : Epoch 909 | loss: 0.0311767 | val_loss: 0.0311776 | Time: 3136.8 ms
[2020-12-05 23:50:24 main:581] : INFO : Epoch 910 | loss: 0.0311765 | val_loss: 0.0311757 | Time: 3144.74 ms
[2020-12-05 23:50:27 main:581] : INFO : Epoch 911 | loss: 0.0311742 | val_loss: 0.0311739 | Time: 3134.46 ms
[2020-12-05 23:50:30 main:581] : INFO : Epoch 912 | loss: 0.0311747 | val_loss: 0.0311755 | Time: 3136.57 ms
[2020-12-05 23:50:34 main:581] : INFO : Epoch 913 | loss: 0.0311757 | val_loss: 0.0311771 | Time: 3163.63 ms
[2020-12-05 23:50:37 main:581] : INFO : Epoch 914 | loss: 0.0311754 | val_loss: 0.0311746 | Time: 3189.31 ms
[2020-12-05 23:50:40 main:581] : INFO : Epoch 915 | loss: 0.0311772 | val_loss: 0.0311752 | Time: 3151.28 ms
[2020-12-05 23:50:43 main:581] : INFO : Epoch 916 | loss: 0.0311748 | val_loss: 0.0311748 | Time: 3133.69 ms
[2020-12-05 23:50:46 main:581] : INFO : Epoch 917 | loss: 0.0311746 | val_loss: 0.0311746 | Time: 3155.62 ms
[2020-12-05 23:50:49 main:581] : INFO : Epoch 918 | loss: 0.0311739 | val_loss: 0.0311746 | Time: 3126.47 ms
[2020-12-05 23:50:53 main:581] : INFO : Epoch 919 | loss: 0.0311773 | val_loss: 0.0311823 | Time: 3145.58 ms
[2020-12-05 23:50:56 main:581] : INFO : Epoch 920 | loss: 0.0311794 | val_loss: 0.0311755 | Time: 3181.58 ms
[2020-12-05 23:50:59 main:581] : INFO : Epoch 921 | loss: 0.0311783 | val_loss: 0.0311755 | Time: 3174.06 ms
[2020-12-05 23:51:02 main:581] : INFO : Epoch 922 | loss: 0.0311759 | val_loss: 0.0311741 | Time: 3171.4 ms
[2020-12-05 23:51:05 main:581] : INFO : Epoch 923 | loss: 0.0311737 | val_loss: 0.0311739 | Time: 3129.34 ms
[2020-12-05 23:51:08 main:581] : INFO : Epoch 924 | loss: 0.0311741 | val_loss: 0.0311732 | Time: 3149.6 ms
[2020-12-05 23:51:12 main:581] : INFO : Epoch 925 | loss: 0.0311732 | val_loss: 0.0311747 | Time: 3129.29 ms
[2020-12-05 23:51:15 main:581] : INFO : Epoch 926 | loss: 0.0311732 | val_loss: 0.0311734 | Time: 3155.46 ms
[2020-12-05 23:51:18 main:581] : INFO : Epoch 927 | loss: 0.0311733 | val_loss: 0.0311739 | Time: 3202.85 ms
[2020-12-05 23:51:21 main:581] : INFO : Epoch 928 | loss: 0.0311732 | val_loss: 0.0311742 | Time: 3138.08 ms
[2020-12-05 23:51:24 main:581] : INFO : Epoch 929 | loss: 0.0311727 | val_loss: 0.0311761 | Time: 3156.95 ms
[2020-12-05 23:51:27 main:581] : INFO : Epoch 930 | loss: 0.0311747 | val_loss: 0.0311723 | Time: 3137.26 ms
[2020-12-05 23:51:30 main:581] : INFO : Epoch 931 | loss: 0.0311723 | val_loss: 0.0311731 | Time: 3173.88 ms
[2020-12-05 23:51:34 main:581] : INFO : Epoch 932 | loss: 0.031174 | val_loss: 0.0311721 | Time: 3125.57 ms
[2020-12-05 23:51:37 main:581] : INFO : Epoch 933 | loss: 0.0311738 | val_loss: 0.0311744 | Time: 3153.43 ms
[2020-12-05 23:51:40 main:581] : INFO : Epoch 934 | loss: 0.0311712 | val_loss: 0.0311718 | Time: 3168.49 ms
[2020-12-05 23:51:43 main:581] : INFO : Epoch 935 | loss: 0.0311713 | val_loss: 0.0311717 | Time: 3156.3 ms
[2020-12-05 23:51:46 main:581] : INFO : Epoch 936 | loss: 0.0311711 | val_loss: 0.0311735 | Time: 3151.68 ms
[2020-12-05 23:51:49 main:581] : INFO : Epoch 937 | loss: 0.0311743 | val_loss: 0.031173 | Time: 3145.55 ms
[2020-12-05 23:51:53 main:581] : INFO : Epoch 938 | loss: 0.0311742 | val_loss: 0.031175 | Time: 3160.97 ms
[2020-12-05 23:51:56 main:581] : INFO : Epoch 939 | loss: 0.0311722 | val_loss: 0.0311718 | Time: 3169.01 ms
[2020-12-05 23:51:59 main:581] : INFO : Epoch 940 | loss: 0.0311742 | val_loss: 0.0311777 | Time: 3123.13 ms
[2020-12-05 23:52:02 main:581] : INFO : Epoch 941 | loss: 0.0311766 | val_loss: 0.0311789 | Time: 3150.86 ms
[2020-12-05 23:52:05 main:581] : INFO : Epoch 942 | loss: 0.0311718 | val_loss: 0.0311719 | Time: 3175.27 ms
[2020-12-05 23:52:08 main:581] : INFO : Epoch 943 | loss: 0.0311714 | val_loss: 0.0311715 | Time: 3162.46 ms
[2020-12-05 23:52:11 main:581] : INFO : Epoch 944 | loss: 0.0311718 | val_loss: 0.0311721 | Time: 3156.29 ms
[2020-12-05 23:52:15 main:581] : INFO : Epoch 945 | loss: 0.0311727 | val_loss: 0.0311791 | Time: 3113.89 ms
[2020-12-05 23:52:18 main:581] : INFO : Epoch 946 | loss: 0.031172 | val_loss: 0.0311712 | Time: 3158.41 ms
[2020-12-05 23:52:21 main:581] : INFO : Epoch 947 | loss: 0.0311721 | val_loss: 0.0311737 | Time: 3150.79 ms
[2020-12-05 23:52:24 main:581] : INFO : Epoch 948 | loss: 0.0311699 | val_loss: 0.0311762 | Time: 3144.69 ms
[2020-12-05 23:52:27 main:581] : INFO : Epoch 949 | loss: 0.0311702 | val_loss: 0.0311703 | Time: 3178.99 ms
[2020-12-05 23:52:30 main:581] : INFO : Epoch 950 | loss: 0.0311708 | val_loss: 0.0311753 | Time: 3158.23 ms
[2020-12-05 23:52:34 main:581] : INFO : Epoch 951 | loss: 0.0311743 | val_loss: 0.0311755 | Time: 3140.46 ms
[2020-12-05 23:52:37 main:581] : INFO : Epoch 952 | loss: 0.0311741 | val_loss: 0.0311761 | Time: 3148.79 ms
[2020-12-05 23:52:40 main:581] : INFO : Epoch 953 | loss: 0.0311751 | val_loss: 0.0311771 | Time: 3174.91 ms
[2020-12-05 23:52:43 main:581] : INFO : Epoch 954 | loss: 0.0311733 | val_loss: 0.0311762 | Time: 3136.23 ms
[2020-12-05 23:52:46 main:581] : INFO : Epoch 955 | loss: 0.0311776 | val_loss: 0.0312012 | Time: 3162.5 ms
[2020-12-05 23:52:49 main:581] : INFO : Epoch 956 | loss: 0.031197 | val_loss: 0.0312072 | Time: 3149.96 ms
[2020-12-05 23:52:52 main:581] : INFO : Epoch 957 | loss: 0.0311976 | val_loss: 0.0312123 | Time: 3163.32 ms
[2020-12-05 23:52:56 main:581] : INFO : Epoch 958 | loss: 0.0311968 | val_loss: 0.031203 | Time: 3128.14 ms
[2020-12-05 23:52:59 main:581] : INFO : Epoch 959 | loss: 0.0311929 | val_loss: 0.0311992 | Time: 3141.84 ms
[2020-12-05 23:53:02 main:581] : INFO : Epoch 960 | loss: 0.0311943 | val_loss: 0.0311998 | Time: 3162.51 ms
[2020-12-05 23:53:05 main:581] : INFO : Epoch 961 | loss: 0.0311942 | val_loss: 0.0311993 | Time: 3168.36 ms
[2020-12-05 23:53:08 main:581] : INFO : Epoch 962 | loss: 0.0311923 | val_loss: 0.0311972 | Time: 3145.09 ms
[2020-12-05 23:53:11 main:581] : INFO : Epoch 963 | loss: 0.031189 | val_loss: 0.0311948 | Time: 3158.8 ms
[2020-12-05 23:53:14 main:581] : INFO : Epoch 964 | loss: 0.0311889 | val_loss: 0.0312011 | Time: 3115.09 ms
[2020-12-05 23:53:18 main:581] : INFO : Epoch 965 | loss: 0.0311908 | val_loss: 0.0311997 | Time: 3156.37 ms
[2020-12-05 23:53:21 main:581] : INFO : Epoch 966 | loss: 0.0311882 | val_loss: 0.0311963 | Time: 3220.23 ms
[2020-12-05 23:53:24 main:581] : INFO : Epoch 967 | loss: 0.0311866 | val_loss: 0.0311958 | Time: 3155.66 ms
[2020-12-05 23:53:27 main:581] : INFO : Epoch 968 | loss: 0.0311851 | val_loss: 0.0311931 | Time: 3134.43 ms
[2020-12-05 23:53:30 main:581] : INFO : Epoch 969 | loss: 0.0311836 | val_loss: 0.0311936 | Time: 3173.18 ms
[2020-12-05 23:53:33 main:581] : INFO : Epoch 970 | loss: 0.0311845 | val_loss: 0.0311896 | Time: 3138.49 ms
[2020-12-05 23:53:37 main:581] : INFO : Epoch 971 | loss: 0.031183 | val_loss: 0.0311918 | Time: 3136.6 ms
[2020-12-05 23:53:40 main:581] : INFO : Epoch 972 | loss: 0.0311829 | val_loss: 0.0311898 | Time: 3138.34 ms
[2020-12-05 23:53:43 main:581] : INFO : Epoch 973 | loss: 0.0311825 | val_loss: 0.0311897 | Time: 3188.62 ms
[2020-12-05 23:53:46 main:581] : INFO : Epoch 974 | loss: 0.0311828 | val_loss: 0.0311909 | Time: 3193.46 ms
[2020-12-05 23:53:49 main:581] : INFO : Epoch 975 | loss: 0.0311837 | val_loss: 0.0311938 | Time: 3131.92 ms
[2020-12-05 23:53:52 main:581] : INFO : Epoch 976 | loss: 0.0311817 | val_loss: 0.0311879 | Time: 3149.92 ms
[2020-12-05 23:53:56 main:581] : INFO : Epoch 977 | loss: 0.0311813 | val_loss: 0.031189 | Time: 3125.24 ms
[2020-12-05 23:53:59 main:581] : INFO : Epoch 978 | loss: 0.0311808 | val_loss: 0.0311895 | Time: 3155.07 ms
[2020-12-05 23:54:02 main:581] : INFO : Epoch 979 | loss: 0.0311809 | val_loss: 0.0311905 | Time: 3156.88 ms
[2020-12-05 23:54:05 main:581] : INFO : Epoch 980 | loss: 0.0311797 | val_loss: 0.0311888 | Time: 3237.4 ms
[2020-12-05 23:54:08 main:581] : INFO : Epoch 981 | loss: 0.0311795 | val_loss: 0.0311885 | Time: 3142.7 ms
[2020-12-05 23:54:11 main:581] : INFO : Epoch 982 | loss: 0.0311802 | val_loss: 0.0311868 | Time: 3126.38 ms
[2020-12-05 23:54:14 main:581] : INFO : Epoch 983 | loss: 0.0311803 | val_loss: 0.0311886 | Time: 3123.45 ms
[2020-12-05 23:54:18 main:581] : INFO : Epoch 984 | loss: 0.0311803 | val_loss: 0.0311869 | Time: 3142.53 ms
[2020-12-05 23:54:21 main:581] : INFO : Epoch 985 | loss: 0.0311814 | val_loss: 0.0311878 | Time: 3159.81 ms
[2020-12-05 23:54:24 main:581] : INFO : Epoch 986 | loss: 0.0311817 | val_loss: 0.0311868 | Time: 3167.87 ms
[2020-12-05 23:54:27 main:581] : INFO : Epoch 987 | loss: 0.0311801 | val_loss: 0.0311881 | Time: 3171.6 ms
[2020-12-05 23:54:30 main:581] : INFO : Epoch 988 | loss: 0.0311828 | val_loss: 0.0311891 | Time: 3163.24 ms
[2020-12-05 23:54:33 main:581] : INFO : Epoch 989 | loss: 0.0311791 | val_loss: 0.0311903 | Time: 3143.93 ms
[2020-12-05 23:54:37 main:581] : INFO : Epoch 990 | loss: 0.0311789 | val_loss: 0.0311872 | Time: 3121.69 ms
[2020-12-05 23:54:40 main:581] : INFO : Epoch 991 | loss: 0.0311766 | val_loss: 0.031185 | Time: 3129.31 ms
[2020-12-05 23:54:43 main:581] : INFO : Epoch 992 | loss: 0.0311761 | val_loss: 0.0311862 | Time: 3212.3 ms
[2020-12-05 23:54:46 main:581] : INFO : Epoch 993 | loss: 0.0311776 | val_loss: 0.0311939 | Time: 3204.78 ms
[2020-12-05 23:54:49 main:581] : INFO : Epoch 994 | loss: 0.0311797 | val_loss: 0.0311848 | Time: 3127.75 ms
[2020-12-05 23:54:52 main:581] : INFO : Epoch 995 | loss: 0.0311798 | val_loss: 0.031188 | Time: 3133.36 ms
[2020-12-05 23:54:56 main:581] : INFO : Epoch 996 | loss: 0.0311817 | val_loss: 0.0311891 | Time: 3145.31 ms
[2020-12-05 23:54:59 main:581] : INFO : Epoch 997 | loss: 0.0311815 | val_loss: 0.0311911 | Time: 3174.03 ms
[2020-12-05 23:55:02 main:581] : INFO : Epoch 998 | loss: 0.0311799 | val_loss: 0.0311888 | Time: 3125.97 ms
[2020-12-05 23:55:05 main:581] : INFO : Epoch 999 | loss: 0.0311782 | val_loss: 0.0311854 | Time: 3176.28 ms
[2020-12-05 23:55:08 main:581] : INFO : Epoch 1000 | loss: 0.0311788 | val_loss: 0.0311864 | Time: 3191.92 ms
[2020-12-05 23:55:11 main:581] : INFO : Epoch 1001 | loss: 0.0311766 | val_loss: 0.0311819 | Time: 3138 ms
[2020-12-05 23:55:14 main:581] : INFO : Epoch 1002 | loss: 0.0311756 | val_loss: 0.0311797 | Time: 3126.2 ms
[2020-12-05 23:55:18 main:581] : INFO : Epoch 1003 | loss: 0.031177 | val_loss: 0.03118 | Time: 3139.81 ms
[2020-12-05 23:55:21 main:581] : INFO : Epoch 1004 | loss: 0.0311752 | val_loss: 0.0311797 | Time: 3136.1 ms
[2020-12-05 23:55:24 main:581] : INFO : Epoch 1005 | loss: 0.0311749 | val_loss: 0.0311769 | Time: 3170.9 ms
[2020-12-05 23:55:27 main:581] : INFO : Epoch 1006 | loss: 0.0311756 | val_loss: 0.0311781 | Time: 3186.49 ms
[2020-12-05 23:55:30 main:581] : INFO : Epoch 1007 | loss: 0.0311737 | val_loss: 0.031182 | Time: 3152.43 ms
[2020-12-05 23:55:33 main:581] : INFO : Epoch 1008 | loss: 0.0311751 | val_loss: 0.0311815 | Time: 3129.57 ms
[2020-12-05 23:55:37 main:581] : INFO : Epoch 1009 | loss: 0.0311731 | val_loss: 0.031178 | Time: 3147.69 ms
[2020-12-05 23:55:40 main:581] : INFO : Epoch 1010 | loss: 0.0311732 | val_loss: 0.0311785 | Time: 3160.46 ms
[2020-12-05 23:55:43 main:581] : INFO : Epoch 1011 | loss: 0.0311734 | val_loss: 0.0311791 | Time: 3147.78 ms
[2020-12-05 23:55:46 main:581] : INFO : Epoch 1012 | loss: 0.0311768 | val_loss: 0.0311871 | Time: 3165.65 ms
[2020-12-05 23:55:49 main:581] : INFO : Epoch 1013 | loss: 0.031177 | val_loss: 0.031184 | Time: 3150.17 ms
[2020-12-05 23:55:52 main:581] : INFO : Epoch 1014 | loss: 0.0311735 | val_loss: 0.0311785 | Time: 3137.74 ms
[2020-12-05 23:55:55 main:581] : INFO : Epoch 1015 | loss: 0.0311718 | val_loss: 0.0311768 | Time: 3157.28 ms
[2020-12-05 23:55:59 main:581] : INFO : Epoch 1016 | loss: 0.0311717 | val_loss: 0.0311821 | Time: 3162.25 ms
[2020-12-05 23:56:02 main:581] : INFO : Epoch 1017 | loss: 0.0311722 | val_loss: 0.0311775 | Time: 3168.1 ms
[2020-12-05 23:56:05 main:581] : INFO : Epoch 1018 | loss: 0.0311725 | val_loss: 0.0311757 | Time: 3127.26 ms
[2020-12-05 23:56:08 main:581] : INFO : Epoch 1019 | loss: 0.0311723 | val_loss: 0.0311773 | Time: 3167.13 ms
[2020-12-05 23:56:11 main:581] : INFO : Epoch 1020 | loss: 0.0311755 | val_loss: 0.0311889 | Time: 3168.79 ms
[2020-12-05 23:56:14 main:581] : INFO : Epoch 1021 | loss: 0.0311739 | val_loss: 0.0311759 | Time: 3123.46 ms
[2020-12-05 23:56:18 main:581] : INFO : Epoch 1022 | loss: 0.031172 | val_loss: 0.0311786 | Time: 3175.09 ms
[2020-12-05 23:56:21 main:581] : INFO : Epoch 1023 | loss: 0.0311707 | val_loss: 0.0311742 | Time: 3159.73 ms
[2020-12-05 23:56:24 main:581] : INFO : Epoch 1024 | loss: 0.0311695 | val_loss: 0.031175 | Time: 3192.26 ms
[2020-12-05 23:56:24 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031175
[2020-12-05 23:56:24 main:610] : INFO : Saving end state to config to file
[2020-12-05 23:56:24 main:615] : INFO : Success, exiting..
23:56:24 (4581): 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)