Task 3161364
| Name | ParityMachine-1605152369-2625-5_0 |
| Workunit | 1460898 |
| Created | 2 Dec 2020, 14:57:36 UTC |
| Sent | 5 Dec 2020, 19:19:41 UTC |
| Report deadline | 12 Dec 2020, 19:19:41 UTC |
| Received | 5 Dec 2020, 21:08:04 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 53 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: 0.0311827 | val_loss: 0.0311848 | Time: 3139.34 ms
[2020-12-05 20:46:53 main:581] : INFO : Epoch 511 | loss: 0.031181 | val_loss: 0.0311836 | Time: 3164.82 ms
[2020-12-05 20:46:56 main:581] : INFO : Epoch 512 | loss: 0.0311814 | val_loss: 0.0311858 | Time: 3115.96 ms
[2020-12-05 20:46:59 main:581] : INFO : Epoch 513 | loss: 0.0311824 | val_loss: 0.0311848 | Time: 3148.33 ms
[2020-12-05 20:47:03 main:581] : INFO : Epoch 514 | loss: 0.0311809 | val_loss: 0.0311833 | Time: 3132.88 ms
[2020-12-05 20:47:06 main:581] : INFO : Epoch 515 | loss: 0.0311817 | val_loss: 0.0311854 | Time: 3205.65 ms
[2020-12-05 20:47:09 main:581] : INFO : Epoch 516 | loss: 0.0311807 | val_loss: 0.0311832 | Time: 3189.74 ms
[2020-12-05 20:47:12 main:581] : INFO : Epoch 517 | loss: 0.0311812 | val_loss: 0.031185 | Time: 3119.56 ms
[2020-12-05 20:47:15 main:581] : INFO : Epoch 518 | loss: 0.0311815 | val_loss: 0.0311845 | Time: 3159.72 ms
[2020-12-05 20:47:18 main:581] : INFO : Epoch 519 | loss: 0.0311805 | val_loss: 0.0311835 | Time: 3141.76 ms
[2020-12-05 20:47:22 main:581] : INFO : Epoch 520 | loss: 0.0311806 | val_loss: 0.0311857 | Time: 3135.95 ms
[2020-12-05 20:47:25 main:581] : INFO : Epoch 521 | loss: 0.0311812 | val_loss: 0.0311846 | Time: 3144.34 ms
[2020-12-05 20:47:28 main:581] : INFO : Epoch 522 | loss: 0.0311831 | val_loss: 0.0311847 | Time: 3180.75 ms
[2020-12-05 20:47:31 main:581] : INFO : Epoch 523 | loss: 0.031181 | val_loss: 0.0311849 | Time: 3176.1 ms
[2020-12-05 20:47:34 main:581] : INFO : Epoch 524 | loss: 0.0311809 | val_loss: 0.0311835 | Time: 3144.91 ms
[2020-12-05 20:47:37 main:581] : INFO : Epoch 525 | loss: 0.0311816 | val_loss: 0.0311859 | Time: 3118.98 ms
[2020-12-05 20:47:41 main:581] : INFO : Epoch 526 | loss: 0.0311824 | val_loss: 0.0311863 | Time: 3161.14 ms
[2020-12-05 20:47:44 main:581] : INFO : Epoch 527 | loss: 0.0311834 | val_loss: 0.031185 | Time: 3138.82 ms
[2020-12-05 20:47:47 main:581] : INFO : Epoch 528 | loss: 0.0311832 | val_loss: 0.0311838 | Time: 3199.84 ms
[2020-12-05 20:47:50 main:581] : INFO : Epoch 529 | loss: 0.0311815 | val_loss: 0.031186 | Time: 3209.76 ms
[2020-12-05 20:47:53 main:581] : INFO : Epoch 530 | loss: 0.0311819 | val_loss: 0.0311829 | Time: 3118.93 ms
[2020-12-05 20:47:56 main:581] : INFO : Epoch 531 | loss: 0.0311805 | val_loss: 0.0311826 | Time: 3132.22 ms
[2020-12-05 20:47:59 main:581] : INFO : Epoch 532 | loss: 0.0311813 | val_loss: 0.0311855 | Time: 3125.18 ms
[2020-12-05 20:48:03 main:581] : INFO : Epoch 533 | loss: 0.0311846 | val_loss: 0.0311856 | Time: 3182.47 ms
[2020-12-05 20:48:06 main:581] : INFO : Epoch 534 | loss: 0.031183 | val_loss: 0.0311859 | Time: 3155.23 ms
[2020-12-05 20:48:09 main:581] : INFO : Epoch 535 | loss: 0.0311843 | val_loss: 0.0311844 | Time: 3188.3 ms
[2020-12-05 20:48:12 main:581] : INFO : Epoch 536 | loss: 0.0311808 | val_loss: 0.0311847 | Time: 3158.9 ms
[2020-12-05 20:48:15 main:581] : INFO : Epoch 537 | loss: 0.0311808 | val_loss: 0.0311858 | Time: 3116.24 ms
[2020-12-05 20:48:18 main:581] : INFO : Epoch 538 | loss: 0.031181 | val_loss: 0.0311832 | Time: 3125.5 ms
[2020-12-05 20:48:22 main:581] : INFO : Epoch 539 | loss: 0.0311815 | val_loss: 0.0311844 | Time: 3138.61 ms
[2020-12-05 20:48:25 main:581] : INFO : Epoch 540 | loss: 0.0311801 | val_loss: 0.031182 | Time: 3189.05 ms
[2020-12-05 20:48:28 main:581] : INFO : Epoch 541 | loss: 0.0311803 | val_loss: 0.0311831 | Time: 3198.11 ms
[2020-12-05 20:48:31 main:581] : INFO : Epoch 542 | loss: 0.0311801 | val_loss: 0.0311841 | Time: 3166.14 ms
[2020-12-05 20:48:34 main:581] : INFO : Epoch 543 | loss: 0.0311805 | val_loss: 0.031192 | Time: 3119.46 ms
[2020-12-05 20:48:37 main:581] : INFO : Epoch 544 | loss: 0.0311832 | val_loss: 0.0311825 | Time: 3113.91 ms
[2020-12-05 20:48:40 main:581] : INFO : Epoch 545 | loss: 0.0311804 | val_loss: 0.0311822 | Time: 3173.99 ms
[2020-12-05 20:48:44 main:581] : INFO : Epoch 546 | loss: 0.0311799 | val_loss: 0.0311833 | Time: 3173.21 ms
[2020-12-05 20:48:47 main:581] : INFO : Epoch 547 | loss: 0.0311798 | val_loss: 0.0311831 | Time: 3153.97 ms
[2020-12-05 20:48:50 main:581] : INFO : Epoch 548 | loss: 0.0311816 | val_loss: 0.0311853 | Time: 3159.71 ms
[2020-12-05 20:48:53 main:581] : INFO : Epoch 549 | loss: 0.0311835 | val_loss: 0.0311996 | Time: 3148.51 ms
[2020-12-05 20:48:56 main:581] : INFO : Epoch 550 | loss: 0.0311888 | val_loss: 0.0311851 | Time: 3131.06 ms
[2020-12-05 20:48:59 main:581] : INFO : Epoch 551 | loss: 0.0311814 | val_loss: 0.0311826 | Time: 3120.98 ms
[2020-12-05 20:49:03 main:581] : INFO : Epoch 552 | loss: 0.0311792 | val_loss: 0.0311831 | Time: 3204.54 ms
[2020-12-05 20:49:06 main:581] : INFO : Epoch 553 | loss: 0.0311787 | val_loss: 0.0311828 | Time: 3145.39 ms
[2020-12-05 20:49:09 main:581] : INFO : Epoch 554 | loss: 0.0311791 | val_loss: 0.0311829 | Time: 3159.18 ms
[2020-12-05 20:49:12 main:581] : INFO : Epoch 555 | loss: 0.03118 | val_loss: 0.0311849 | Time: 3180.43 ms
[2020-12-05 20:49:15 main:581] : INFO : Epoch 556 | loss: 0.0311788 | val_loss: 0.0311825 | Time: 3119.82 ms
[2020-12-05 20:49:18 main:581] : INFO : Epoch 557 | loss: 0.0311785 | val_loss: 0.0311821 | Time: 3120.1 ms
[2020-12-05 20:49:21 main:581] : INFO : Epoch 558 | loss: 0.0311787 | val_loss: 0.031182 | Time: 3152.34 ms
[2020-12-05 20:49:25 main:581] : INFO : Epoch 559 | loss: 0.0311791 | val_loss: 0.031182 | Time: 3249.91 ms
[2020-12-05 20:49:28 main:581] : INFO : Epoch 560 | loss: 0.0311795 | val_loss: 0.0311823 | Time: 3143.32 ms
[2020-12-05 20:49:31 main:581] : INFO : Epoch 561 | loss: 0.0311788 | val_loss: 0.0311836 | Time: 3138.28 ms
[2020-12-05 20:49:34 main:581] : INFO : Epoch 562 | loss: 0.0311812 | val_loss: 0.0311848 | Time: 3147.41 ms
[2020-12-05 20:49:37 main:581] : INFO : Epoch 563 | loss: 0.0311797 | val_loss: 0.0311841 | Time: 3137.84 ms
[2020-12-05 20:49:40 main:581] : INFO : Epoch 564 | loss: 0.0311798 | val_loss: 0.0311829 | Time: 3130.28 ms
[2020-12-05 20:49:44 main:581] : INFO : Epoch 565 | loss: 0.0311818 | val_loss: 0.0311948 | Time: 3170.57 ms
[2020-12-05 20:49:47 main:581] : INFO : Epoch 566 | loss: 0.0311858 | val_loss: 0.0311984 | Time: 3224.43 ms
[2020-12-05 20:49:50 main:581] : INFO : Epoch 567 | loss: 0.0311825 | val_loss: 0.031184 | Time: 3138.13 ms
[2020-12-05 20:49:53 main:581] : INFO : Epoch 568 | loss: 0.0311824 | val_loss: 0.03119 | Time: 3122.86 ms
[2020-12-05 20:49:56 main:581] : INFO : Epoch 569 | loss: 0.0311818 | val_loss: 0.0311873 | Time: 3131.35 ms
[2020-12-05 20:49:59 main:581] : INFO : Epoch 570 | loss: 0.0311815 | val_loss: 0.0311834 | Time: 3137 ms
[2020-12-05 20:50:02 main:581] : INFO : Epoch 571 | loss: 0.0311783 | val_loss: 0.0311844 | Time: 3122.67 ms
[2020-12-05 20:50:06 main:581] : INFO : Epoch 572 | loss: 0.0311782 | val_loss: 0.0311874 | Time: 3227.49 ms
[2020-12-05 20:50:09 main:581] : INFO : Epoch 573 | loss: 0.0311799 | val_loss: 0.0311837 | Time: 3178.61 ms
[2020-12-05 20:50:12 main:581] : INFO : Epoch 574 | loss: 0.0311785 | val_loss: 0.0311855 | Time: 3135.51 ms
[2020-12-05 20:50:15 main:581] : INFO : Epoch 575 | loss: 0.0311798 | val_loss: 0.031191 | Time: 3132.14 ms
[2020-12-05 20:50:18 main:581] : INFO : Epoch 576 | loss: 0.031181 | val_loss: 0.031186 | Time: 3152.05 ms
[2020-12-05 20:50:21 main:581] : INFO : Epoch 577 | loss: 0.0311787 | val_loss: 0.031184 | Time: 3157.71 ms
[2020-12-05 20:50:25 main:581] : INFO : Epoch 578 | loss: 0.0311809 | val_loss: 0.0311835 | Time: 3116.87 ms
[2020-12-05 20:50:28 main:581] : INFO : Epoch 579 | loss: 0.0311791 | val_loss: 0.0311833 | Time: 3199.02 ms
[2020-12-05 20:50:31 main:581] : INFO : Epoch 580 | loss: 0.0311787 | val_loss: 0.0311842 | Time: 3178.92 ms
[2020-12-05 20:50:34 main:581] : INFO : Epoch 581 | loss: 0.0311784 | val_loss: 0.0311841 | Time: 3136.78 ms
[2020-12-05 20:50:37 main:581] : INFO : Epoch 582 | loss: 0.0311775 | val_loss: 0.0311839 | Time: 3139.26 ms
[2020-12-05 20:50:40 main:581] : INFO : Epoch 583 | loss: 0.0311778 | val_loss: 0.0311846 | Time: 3168.44 ms
[2020-12-05 20:50:44 main:581] : INFO : Epoch 584 | loss: 0.0311783 | val_loss: 0.0311834 | Time: 3137.32 ms
[2020-12-05 20:50:47 main:581] : INFO : Epoch 585 | loss: 0.031178 | val_loss: 0.0311835 | Time: 3138.96 ms
[2020-12-05 20:50:50 main:581] : INFO : Epoch 586 | loss: 0.0311785 | val_loss: 0.0311852 | Time: 3176.79 ms
[2020-12-05 20:50:53 main:581] : INFO : Epoch 587 | loss: 0.0311787 | val_loss: 0.031184 | Time: 3123.38 ms
[2020-12-05 20:50:56 main:581] : INFO : Epoch 588 | loss: 0.0311778 | val_loss: 0.0311846 | Time: 3123.87 ms
[2020-12-05 20:50:59 main:581] : INFO : Epoch 589 | loss: 0.0311774 | val_loss: 0.0311844 | Time: 3136.22 ms
[2020-12-05 20:51:02 main:581] : INFO : Epoch 590 | loss: 0.0311781 | val_loss: 0.0311927 | Time: 3134.4 ms
[2020-12-05 20:51:06 main:581] : INFO : Epoch 591 | loss: 0.0311802 | val_loss: 0.0311941 | Time: 3150.27 ms
[2020-12-05 20:51:09 main:581] : INFO : Epoch 592 | loss: 0.0311794 | val_loss: 0.0311862 | Time: 3135.1 ms
[2020-12-05 20:51:12 main:581] : INFO : Epoch 593 | loss: 0.0311776 | val_loss: 0.0311835 | Time: 3193.3 ms
[2020-12-05 20:51:15 main:581] : INFO : Epoch 594 | loss: 0.0311789 | val_loss: 0.0311836 | Time: 3202.7 ms
[2020-12-05 20:51:18 main:581] : INFO : Epoch 595 | loss: 0.0311783 | val_loss: 0.0311834 | Time: 3112.26 ms
[2020-12-05 20:51:21 main:581] : INFO : Epoch 596 | loss: 0.0311767 | val_loss: 0.0311837 | Time: 3146.64 ms
[2020-12-05 20:51:24 main:581] : INFO : Epoch 597 | loss: 0.0311783 | val_loss: 0.0311842 | Time: 3152.01 ms
[2020-12-05 20:51:28 main:581] : INFO : Epoch 598 | loss: 0.0311798 | val_loss: 0.0311835 | Time: 3129.45 ms
[2020-12-05 20:51:31 main:581] : INFO : Epoch 599 | loss: 0.0311818 | val_loss: 0.0311861 | Time: 3210.15 ms
[2020-12-05 20:51:34 main:581] : INFO : Epoch 600 | loss: 0.031179 | val_loss: 0.0311841 | Time: 3139.8 ms
[2020-12-05 20:51:37 main:581] : INFO : Epoch 601 | loss: 0.0311798 | val_loss: 0.0311841 | Time: 3123.5 ms
[2020-12-05 20:51:40 main:581] : INFO : Epoch 602 | loss: 0.0311795 | val_loss: 0.0311848 | Time: 3167.51 ms
[2020-12-05 20:51:43 main:581] : INFO : Epoch 603 | loss: 0.0311813 | val_loss: 0.031184 | Time: 3153.75 ms
[2020-12-05 20:51:47 main:581] : INFO : Epoch 604 | loss: 0.0311778 | val_loss: 0.0311841 | Time: 3172.16 ms
[2020-12-05 20:51:50 main:581] : INFO : Epoch 605 | loss: 0.0311784 | val_loss: 0.0311852 | Time: 3127.82 ms
[2020-12-05 20:51:53 main:581] : INFO : Epoch 606 | loss: 0.0311786 | val_loss: 0.0311843 | Time: 3166.54 ms
[2020-12-05 20:51:56 main:581] : INFO : Epoch 607 | loss: 0.0311779 | val_loss: 0.0311851 | Time: 3164.44 ms
[2020-12-05 20:51:59 main:581] : INFO : Epoch 608 | loss: 0.0311768 | val_loss: 0.0311836 | Time: 3137.48 ms
[2020-12-05 20:52:02 main:581] : INFO : Epoch 609 | loss: 0.0311773 | val_loss: 0.0311907 | Time: 3152.5 ms
[2020-12-05 20:52:05 main:581] : INFO : Epoch 610 | loss: 0.0311792 | val_loss: 0.0311848 | Time: 3169.45 ms
[2020-12-05 20:52:09 main:581] : INFO : Epoch 611 | loss: 0.0311782 | val_loss: 0.0311871 | Time: 3134.26 ms
[2020-12-05 20:52:12 main:581] : INFO : Epoch 612 | loss: 0.031181 | val_loss: 0.0311849 | Time: 3156.73 ms
[2020-12-05 20:52:15 main:581] : INFO : Epoch 613 | loss: 0.031182 | val_loss: 0.0311828 | Time: 3183.78 ms
[2020-12-05 20:52:18 main:581] : INFO : Epoch 614 | loss: 0.03118 | val_loss: 0.0311842 | Time: 3121.36 ms
[2020-12-05 20:52:21 main:581] : INFO : Epoch 615 | loss: 0.0311784 | val_loss: 0.0311847 | Time: 3150.47 ms
[2020-12-05 20:52:24 main:581] : INFO : Epoch 616 | loss: 0.0311774 | val_loss: 0.0311853 | Time: 3156.71 ms
[2020-12-05 20:52:28 main:581] : INFO : Epoch 617 | loss: 0.0311788 | val_loss: 0.0311824 | Time: 3173.81 ms
[2020-12-05 20:52:31 main:581] : INFO : Epoch 618 | loss: 0.0311773 | val_loss: 0.0311841 | Time: 3121.59 ms
[2020-12-05 20:52:34 main:581] : INFO : Epoch 619 | loss: 0.0311774 | val_loss: 0.0311831 | Time: 3145.54 ms
[2020-12-05 20:52:37 main:581] : INFO : Epoch 620 | loss: 0.0311803 | val_loss: 0.0311827 | Time: 3206.34 ms
[2020-12-05 20:52:40 main:581] : INFO : Epoch 621 | loss: 0.0311791 | val_loss: 0.031183 | Time: 3128.19 ms
[2020-12-05 20:52:43 main:581] : INFO : Epoch 622 | loss: 0.0311778 | val_loss: 0.0311831 | Time: 3136.83 ms
[2020-12-05 20:52:46 main:581] : INFO : Epoch 623 | loss: 0.0311766 | val_loss: 0.0311833 | Time: 3160.55 ms
[2020-12-05 20:52:50 main:581] : INFO : Epoch 624 | loss: 0.0311772 | val_loss: 0.0311869 | Time: 3163.17 ms
[2020-12-05 20:52:53 main:581] : INFO : Epoch 625 | loss: 0.0311803 | val_loss: 0.0311872 | Time: 3143.09 ms
[2020-12-05 20:52:56 main:581] : INFO : Epoch 626 | loss: 0.0311798 | val_loss: 0.0311907 | Time: 3154.44 ms
[2020-12-05 20:52:59 main:581] : INFO : Epoch 627 | loss: 0.0311802 | val_loss: 0.0311822 | Time: 3154.13 ms
[2020-12-05 20:53:02 main:581] : INFO : Epoch 628 | loss: 0.0311778 | val_loss: 0.0311836 | Time: 3134.4 ms
[2020-12-05 20:53:05 main:581] : INFO : Epoch 629 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 3168.66 ms
[2020-12-05 20:53:09 main:581] : INFO : Epoch 630 | loss: 0.0311767 | val_loss: 0.031182 | Time: 3157.85 ms
[2020-12-05 20:53:12 main:581] : INFO : Epoch 631 | loss: 0.0311759 | val_loss: 0.0311827 | Time: 3157.1 ms
[2020-12-05 20:53:15 main:581] : INFO : Epoch 632 | loss: 0.0311768 | val_loss: 0.0311826 | Time: 3121.32 ms
[2020-12-05 20:53:18 main:581] : INFO : Epoch 633 | loss: 0.0311772 | val_loss: 0.0311823 | Time: 3179.24 ms
[2020-12-05 20:53:21 main:581] : INFO : Epoch 634 | loss: 0.0311764 | val_loss: 0.0311825 | Time: 3192.32 ms
[2020-12-05 20:53:24 main:581] : INFO : Epoch 635 | loss: 0.0311761 | val_loss: 0.0311822 | Time: 3120.5 ms
[2020-12-05 20:53:27 main:581] : INFO : Epoch 636 | loss: 0.0311759 | val_loss: 0.0311817 | Time: 3162.22 ms
[2020-12-05 20:53:31 main:581] : INFO : Epoch 637 | loss: 0.0311756 | val_loss: 0.0311855 | Time: 3140.61 ms
[2020-12-05 20:53:34 main:581] : INFO : Epoch 638 | loss: 0.0311792 | val_loss: 0.0311827 | Time: 3155.74 ms
[2020-12-05 20:53:37 main:581] : INFO : Epoch 639 | loss: 0.0311775 | val_loss: 0.0311836 | Time: 3161.6 ms
[2020-12-05 20:53:40 main:581] : INFO : Epoch 640 | loss: 0.0311776 | val_loss: 0.0311821 | Time: 3137.46 ms
[2020-12-05 20:53:43 main:581] : INFO : Epoch 641 | loss: 0.0311761 | val_loss: 0.0311828 | Time: 3201.14 ms
[2020-12-05 20:53:46 main:581] : INFO : Epoch 642 | loss: 0.0311762 | val_loss: 0.0311819 | Time: 3117.4 ms
[2020-12-05 20:53:50 main:581] : INFO : Epoch 643 | loss: 0.0311765 | val_loss: 0.0311856 | Time: 3159.64 ms
[2020-12-05 20:53:53 main:581] : INFO : Epoch 644 | loss: 0.0311775 | val_loss: 0.0311821 | Time: 3134.06 ms
[2020-12-05 20:53:56 main:581] : INFO : Epoch 645 | loss: 0.0311772 | val_loss: 0.0311819 | Time: 3157.64 ms
[2020-12-05 20:53:59 main:581] : INFO : Epoch 646 | loss: 0.0311761 | val_loss: 0.0311837 | Time: 3189.73 ms
[2020-12-05 20:54:02 main:581] : INFO : Epoch 647 | loss: 0.0311758 | val_loss: 0.031184 | Time: 3158.27 ms
[2020-12-05 20:54:05 main:581] : INFO : Epoch 648 | loss: 0.0311788 | val_loss: 0.0311873 | Time: 3146.22 ms
[2020-12-05 20:54:08 main:581] : INFO : Epoch 649 | loss: 0.0311759 | val_loss: 0.0311826 | Time: 3114.63 ms
[2020-12-05 20:54:12 main:581] : INFO : Epoch 650 | loss: 0.0311757 | val_loss: 0.0311826 | Time: 3171.13 ms
[2020-12-05 20:54:15 main:581] : INFO : Epoch 651 | loss: 0.0311752 | val_loss: 0.0311833 | Time: 3133.58 ms
[2020-12-05 20:54:18 main:581] : INFO : Epoch 652 | loss: 0.0311782 | val_loss: 0.0311841 | Time: 3166.53 ms
[2020-12-05 20:54:21 main:581] : INFO : Epoch 653 | loss: 0.0311766 | val_loss: 0.0311828 | Time: 3181.68 ms
[2020-12-05 20:54:24 main:581] : INFO : Epoch 654 | loss: 0.0311757 | val_loss: 0.0311884 | Time: 3146.68 ms
[2020-12-05 20:54:27 main:581] : INFO : Epoch 655 | loss: 0.031179 | val_loss: 0.0311859 | Time: 3140.05 ms
[2020-12-05 20:54:31 main:581] : INFO : Epoch 656 | loss: 0.031176 | val_loss: 0.0311821 | Time: 3127.56 ms
[2020-12-05 20:54:34 main:581] : INFO : Epoch 657 | loss: 0.0311754 | val_loss: 0.0311873 | Time: 3169.3 ms
[2020-12-05 20:54:37 main:581] : INFO : Epoch 658 | loss: 0.0311776 | val_loss: 0.0311842 | Time: 3119.61 ms
[2020-12-05 20:54:40 main:581] : INFO : Epoch 659 | loss: 0.0311749 | val_loss: 0.0311834 | Time: 3163.05 ms
[2020-12-05 20:54:43 main:581] : INFO : Epoch 660 | loss: 0.0311754 | val_loss: 0.0311925 | Time: 3225.94 ms
[2020-12-05 20:54:46 main:581] : INFO : Epoch 661 | loss: 0.0311758 | val_loss: 0.0311854 | Time: 3148.02 ms
[2020-12-05 20:54:49 main:581] : INFO : Epoch 662 | loss: 0.0311758 | val_loss: 0.0311871 | Time: 3124.39 ms
[2020-12-05 20:54:53 main:581] : INFO : Epoch 663 | loss: 0.0311771 | val_loss: 0.0311839 | Time: 3122.95 ms
[2020-12-05 20:54:56 main:581] : INFO : Epoch 664 | loss: 0.0311759 | val_loss: 0.0311839 | Time: 3142.45 ms
[2020-12-05 20:54:59 main:581] : INFO : Epoch 665 | loss: 0.0311743 | val_loss: 0.0311835 | Time: 3144.33 ms
[2020-12-05 20:55:02 main:581] : INFO : Epoch 666 | loss: 0.0311743 | val_loss: 0.031183 | Time: 3170.47 ms
[2020-12-05 20:55:05 main:581] : INFO : Epoch 667 | loss: 0.0311745 | val_loss: 0.031185 | Time: 3189.91 ms
[2020-12-05 20:55:08 main:581] : INFO : Epoch 668 | loss: 0.0311762 | val_loss: 0.0311841 | Time: 3152.85 ms
[2020-12-05 20:55:12 main:581] : INFO : Epoch 669 | loss: 0.0311745 | val_loss: 0.0311848 | Time: 3115.34 ms
[2020-12-05 20:55:15 main:581] : INFO : Epoch 670 | loss: 0.0311742 | val_loss: 0.031188 | Time: 3149.37 ms
[2020-12-05 20:55:18 main:581] : INFO : Epoch 671 | loss: 0.0311775 | val_loss: 0.0311871 | Time: 3165.79 ms
[2020-12-05 20:55:21 main:581] : INFO : Epoch 672 | loss: 0.0311774 | val_loss: 0.0311848 | Time: 3126.21 ms
[2020-12-05 20:55:24 main:581] : INFO : Epoch 673 | loss: 0.031179 | val_loss: 0.0311884 | Time: 3206.69 ms
[2020-12-05 20:55:27 main:581] : INFO : Epoch 674 | loss: 0.0311825 | val_loss: 0.0311838 | Time: 3169.01 ms
[2020-12-05 20:55:30 main:581] : INFO : Epoch 675 | loss: 0.031182 | val_loss: 0.0311827 | Time: 3120.14 ms
[2020-12-05 20:55:34 main:581] : INFO : Epoch 676 | loss: 0.0311747 | val_loss: 0.0311823 | Time: 3127.02 ms
[2020-12-05 20:55:37 main:581] : INFO : Epoch 677 | loss: 0.0311761 | val_loss: 0.0311834 | Time: 3167.29 ms
[2020-12-05 20:55:40 main:581] : INFO : Epoch 678 | loss: 0.031177 | val_loss: 0.0311841 | Time: 3230.47 ms
[2020-12-05 20:55:43 main:581] : INFO : Epoch 679 | loss: 0.0311759 | val_loss: 0.0311824 | Time: 3119.82 ms
[2020-12-05 20:55:46 main:581] : INFO : Epoch 680 | loss: 0.0311756 | val_loss: 0.0311829 | Time: 3150.6 ms
[2020-12-05 20:55:49 main:581] : INFO : Epoch 681 | loss: 0.0311758 | val_loss: 0.0311824 | Time: 3158.77 ms
[2020-12-05 20:55:53 main:581] : INFO : Epoch 682 | loss: 0.031175 | val_loss: 0.0311841 | Time: 3123.15 ms
[2020-12-05 20:55:56 main:581] : INFO : Epoch 683 | loss: 0.0311746 | val_loss: 0.0311827 | Time: 3148.57 ms
[2020-12-05 20:55:59 main:581] : INFO : Epoch 684 | loss: 0.0311763 | val_loss: 0.0311841 | Time: 3144.42 ms
[2020-12-05 20:56:02 main:581] : INFO : Epoch 685 | loss: 0.0311747 | val_loss: 0.0311826 | Time: 3194.44 ms
[2020-12-05 20:56:05 main:581] : INFO : Epoch 686 | loss: 0.031176 | val_loss: 0.0311827 | Time: 3149.21 ms
[2020-12-05 20:56:08 main:581] : INFO : Epoch 687 | loss: 0.0311746 | val_loss: 0.0311827 | Time: 3134.08 ms
[2020-12-05 20:56:11 main:581] : INFO : Epoch 688 | loss: 0.0311758 | val_loss: 0.0311839 | Time: 3159.6 ms
[2020-12-05 20:56:15 main:581] : INFO : Epoch 689 | loss: 0.0311765 | val_loss: 0.0311822 | Time: 3129.36 ms
[2020-12-05 20:56:18 main:581] : INFO : Epoch 690 | loss: 0.0311759 | val_loss: 0.0311823 | Time: 3142.13 ms
[2020-12-05 20:56:21 main:581] : INFO : Epoch 691 | loss: 0.0311747 | val_loss: 0.031182 | Time: 3199.58 ms
[2020-12-05 20:56:24 main:581] : INFO : Epoch 692 | loss: 0.0311754 | val_loss: 0.0311817 | Time: 3180.4 ms
[2020-12-05 20:56:27 main:581] : INFO : Epoch 693 | loss: 0.0311742 | val_loss: 0.0311831 | Time: 3127.17 ms
[2020-12-05 20:56:30 main:581] : INFO : Epoch 694 | loss: 0.0311748 | val_loss: 0.0311821 | Time: 3158.58 ms
[2020-12-05 20:56:34 main:581] : INFO : Epoch 695 | loss: 0.031174 | val_loss: 0.0311855 | Time: 3127.78 ms
[2020-12-05 20:56:37 main:581] : INFO : Epoch 696 | loss: 0.0311756 | val_loss: 0.0311832 | Time: 3136.81 ms
[2020-12-05 20:56:40 main:581] : INFO : Epoch 697 | loss: 0.0311745 | val_loss: 0.0311818 | Time: 3143.87 ms
[2020-12-05 20:56:43 main:581] : INFO : Epoch 698 | loss: 0.0311756 | val_loss: 0.0311833 | Time: 3147.68 ms
[2020-12-05 20:56:46 main:581] : INFO : Epoch 699 | loss: 0.0311748 | val_loss: 0.0311824 | Time: 3206.99 ms
[2020-12-05 20:56:49 main:581] : INFO : Epoch 700 | loss: 0.0311752 | val_loss: 0.0311842 | Time: 3136.5 ms
[2020-12-05 20:56:52 main:581] : INFO : Epoch 701 | loss: 0.0311756 | val_loss: 0.0311815 | Time: 3168.98 ms
[2020-12-05 20:56:56 main:581] : INFO : Epoch 702 | loss: 0.0311757 | val_loss: 0.0311819 | Time: 3121.56 ms
[2020-12-05 20:56:59 main:581] : INFO : Epoch 703 | loss: 0.0311763 | val_loss: 0.0311854 | Time: 3137.86 ms
[2020-12-05 20:57:02 main:581] : INFO : Epoch 704 | loss: 0.0311784 | val_loss: 0.0311987 | Time: 3185.09 ms
[2020-12-05 20:57:05 main:581] : INFO : Epoch 705 | loss: 0.0311786 | val_loss: 0.0311823 | Time: 3146.84 ms
[2020-12-05 20:57:08 main:581] : INFO : Epoch 706 | loss: 0.0311753 | val_loss: 0.0311814 | Time: 3136.18 ms
[2020-12-05 20:57:11 main:581] : INFO : Epoch 707 | loss: 0.0311771 | val_loss: 0.0311819 | Time: 3181.41 ms
[2020-12-05 20:57:15 main:581] : INFO : Epoch 708 | loss: 0.0311753 | val_loss: 0.0311814 | Time: 3169.47 ms
[2020-12-05 20:57:18 main:581] : INFO : Epoch 709 | loss: 0.0311755 | val_loss: 0.0311856 | Time: 3137.8 ms
[2020-12-05 20:57:21 main:581] : INFO : Epoch 710 | loss: 0.0311753 | val_loss: 0.0311819 | Time: 3125.89 ms
[2020-12-05 20:57:24 main:581] : INFO : Epoch 711 | loss: 0.0311756 | val_loss: 0.031182 | Time: 3166.94 ms
[2020-12-05 20:57:27 main:581] : INFO : Epoch 712 | loss: 0.0311752 | val_loss: 0.0311835 | Time: 3151.74 ms
[2020-12-05 20:57:30 main:581] : INFO : Epoch 713 | loss: 0.031175 | val_loss: 0.0311815 | Time: 3146.41 ms
[2020-12-05 20:57:33 main:581] : INFO : Epoch 714 | loss: 0.0311753 | val_loss: 0.031182 | Time: 3178.69 ms
[2020-12-05 20:57:37 main:581] : INFO : Epoch 715 | loss: 0.0311766 | val_loss: 0.0311824 | Time: 3165.08 ms
[2020-12-05 20:57:40 main:581] : INFO : Epoch 716 | loss: 0.0311816 | val_loss: 0.0311993 | Time: 3123.79 ms
[2020-12-05 20:57:43 main:581] : INFO : Epoch 717 | loss: 0.0311838 | val_loss: 0.0311832 | Time: 3133.83 ms
[2020-12-05 20:57:46 main:581] : INFO : Epoch 718 | loss: 0.0311758 | val_loss: 0.0311819 | Time: 3183.36 ms
[2020-12-05 20:57:49 main:581] : INFO : Epoch 719 | loss: 0.0311751 | val_loss: 0.0311823 | Time: 3116.8 ms
[2020-12-05 20:57:52 main:581] : INFO : Epoch 720 | loss: 0.0311749 | val_loss: 0.0311836 | Time: 3142.76 ms
[2020-12-05 20:57:56 main:581] : INFO : Epoch 721 | loss: 0.0311783 | val_loss: 0.0311851 | Time: 3187.14 ms
[2020-12-05 20:57:59 main:581] : INFO : Epoch 722 | loss: 0.0311793 | val_loss: 0.0311856 | Time: 3155.09 ms
[2020-12-05 20:58:02 main:581] : INFO : Epoch 723 | loss: 0.0311752 | val_loss: 0.0311859 | Time: 3132.63 ms
[2020-12-05 20:58:05 main:581] : INFO : Epoch 724 | loss: 0.0311755 | val_loss: 0.0311821 | Time: 3124.79 ms
[2020-12-05 20:58:08 main:581] : INFO : Epoch 725 | loss: 0.0311776 | val_loss: 0.0311821 | Time: 3181.7 ms
[2020-12-05 20:58:11 main:581] : INFO : Epoch 726 | loss: 0.0311767 | val_loss: 0.0311839 | Time: 3158.57 ms
[2020-12-05 20:58:14 main:581] : INFO : Epoch 727 | loss: 0.031178 | val_loss: 0.0311852 | Time: 3140.18 ms
[2020-12-05 20:58:18 main:581] : INFO : Epoch 728 | loss: 0.0311758 | val_loss: 0.0311848 | Time: 3182.54 ms
[2020-12-05 20:58:21 main:581] : INFO : Epoch 729 | loss: 0.031176 | val_loss: 0.0311817 | Time: 3141.17 ms
[2020-12-05 20:58:24 main:581] : INFO : Epoch 730 | loss: 0.0311758 | val_loss: 0.0311822 | Time: 3124.62 ms
[2020-12-05 20:58:27 main:581] : INFO : Epoch 731 | loss: 0.0311755 | val_loss: 0.0311804 | Time: 3173.93 ms
[2020-12-05 20:58:30 main:581] : INFO : Epoch 732 | loss: 0.0311742 | val_loss: 0.0311806 | Time: 3134.63 ms
[2020-12-05 20:58:33 main:581] : INFO : Epoch 733 | loss: 0.0311753 | val_loss: 0.0311816 | Time: 3144.49 ms
[2020-12-05 20:58:37 main:581] : INFO : Epoch 734 | loss: 0.0311783 | val_loss: 0.0311824 | Time: 3193.07 ms
[2020-12-05 20:58:40 main:581] : INFO : Epoch 735 | loss: 0.0311771 | val_loss: 0.0311794 | Time: 3157.8 ms
[2020-12-05 20:58:43 main:581] : INFO : Epoch 736 | loss: 0.0311754 | val_loss: 0.0311797 | Time: 3143.88 ms
[2020-12-05 20:58:46 main:581] : INFO : Epoch 737 | loss: 0.0311778 | val_loss: 0.0311876 | Time: 3116.65 ms
[2020-12-05 20:58:49 main:581] : INFO : Epoch 738 | loss: 0.03118 | val_loss: 0.0311807 | Time: 3155.41 ms
[2020-12-05 20:58:52 main:581] : INFO : Epoch 739 | loss: 0.031177 | val_loss: 0.0311804 | Time: 3155.11 ms
[2020-12-05 20:58:55 main:581] : INFO : Epoch 740 | loss: 0.031174 | val_loss: 0.0311795 | Time: 3176.41 ms
[2020-12-05 20:58:59 main:581] : INFO : Epoch 741 | loss: 0.0311741 | val_loss: 0.0311862 | Time: 3161.92 ms
[2020-12-05 20:59:02 main:581] : INFO : Epoch 742 | loss: 0.0311788 | val_loss: 0.0311909 | Time: 3153.45 ms
[2020-12-05 20:59:05 main:581] : INFO : Epoch 743 | loss: 0.0311778 | val_loss: 0.0311804 | Time: 3121.84 ms
[2020-12-05 20:59:08 main:581] : INFO : Epoch 744 | loss: 0.0311762 | val_loss: 0.0311822 | Time: 3174.61 ms
[2020-12-05 20:59:11 main:581] : INFO : Epoch 745 | loss: 0.0311733 | val_loss: 0.0311806 | Time: 3145.01 ms
[2020-12-05 20:59:14 main:581] : INFO : Epoch 746 | loss: 0.0311734 | val_loss: 0.0311809 | Time: 3132.63 ms
[2020-12-05 20:59:18 main:581] : INFO : Epoch 747 | loss: 0.031174 | val_loss: 0.0311824 | Time: 3189.55 ms
[2020-12-05 20:59:21 main:581] : INFO : Epoch 748 | loss: 0.0311776 | val_loss: 0.0311815 | Time: 3153.05 ms
[2020-12-05 20:59:24 main:581] : INFO : Epoch 749 | loss: 0.0311765 | val_loss: 0.0311795 | Time: 3143.58 ms
[2020-12-05 20:59:27 main:581] : INFO : Epoch 750 | loss: 0.0311762 | val_loss: 0.0311793 | Time: 3119.35 ms
[2020-12-05 20:59:30 main:581] : INFO : Epoch 751 | loss: 0.0311743 | val_loss: 0.0311797 | Time: 3172.59 ms
[2020-12-05 20:59:33 main:581] : INFO : Epoch 752 | loss: 0.0311754 | val_loss: 0.0311803 | Time: 3175.97 ms
[2020-12-05 20:59:36 main:581] : INFO : Epoch 753 | loss: 0.031174 | val_loss: 0.0311792 | Time: 3128.54 ms
[2020-12-05 20:59:40 main:581] : INFO : Epoch 754 | loss: 0.0311763 | val_loss: 0.0311842 | Time: 3167.89 ms
[2020-12-05 20:59:43 main:581] : INFO : Epoch 755 | loss: 0.0311746 | val_loss: 0.0311798 | Time: 3139.87 ms
[2020-12-05 20:59:46 main:581] : INFO : Epoch 756 | loss: 0.0311734 | val_loss: 0.031182 | Time: 3121.01 ms
[2020-12-05 20:59:49 main:581] : INFO : Epoch 757 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 3140.29 ms
[2020-12-05 20:59:52 main:581] : INFO : Epoch 758 | loss: 0.0311747 | val_loss: 0.0311813 | Time: 3182.72 ms
[2020-12-05 20:59:55 main:581] : INFO : Epoch 759 | loss: 0.0311771 | val_loss: 0.031181 | Time: 3175.07 ms
[2020-12-05 20:59:58 main:581] : INFO : Epoch 760 | loss: 0.0311759 | val_loss: 0.0311816 | Time: 3127.38 ms
[2020-12-05 21:00:02 main:581] : INFO : Epoch 761 | loss: 0.0311753 | val_loss: 0.0311812 | Time: 3178.39 ms
[2020-12-05 21:00:05 main:581] : INFO : Epoch 762 | loss: 0.0311762 | val_loss: 0.0311823 | Time: 3135.72 ms
[2020-12-05 21:00:08 main:581] : INFO : Epoch 763 | loss: 0.0311764 | val_loss: 0.0311807 | Time: 3112.5 ms
[2020-12-05 21:00:11 main:581] : INFO : Epoch 764 | loss: 0.0311756 | val_loss: 0.0311823 | Time: 3148.03 ms
[2020-12-05 21:00:14 main:581] : INFO : Epoch 765 | loss: 0.0311775 | val_loss: 0.0311874 | Time: 3234.61 ms
[2020-12-05 21:00:17 main:581] : INFO : Epoch 766 | loss: 0.0311826 | val_loss: 0.0311902 | Time: 3198.95 ms
[2020-12-05 21:00:21 main:581] : INFO : Epoch 767 | loss: 0.03118 | val_loss: 0.0311833 | Time: 3112.09 ms
[2020-12-05 21:00:24 main:581] : INFO : Epoch 768 | loss: 0.0311765 | val_loss: 0.0311849 | Time: 3150.66 ms
[2020-12-05 21:00:27 main:581] : INFO : Epoch 769 | loss: 0.0311766 | val_loss: 0.0311805 | Time: 3134.48 ms
[2020-12-05 21:00:30 main:581] : INFO : Epoch 770 | loss: 0.0311772 | val_loss: 0.0311801 | Time: 3128.91 ms
[2020-12-05 21:00:33 main:581] : INFO : Epoch 771 | loss: 0.0311767 | val_loss: 0.0311803 | Time: 3170.1 ms
[2020-12-05 21:00:36 main:581] : INFO : Epoch 772 | loss: 0.0311763 | val_loss: 0.0311804 | Time: 3180.56 ms
[2020-12-05 21:00:40 main:581] : INFO : Epoch 773 | loss: 0.0311757 | val_loss: 0.0311808 | Time: 3186.02 ms
[2020-12-05 21:00:43 main:581] : INFO : Epoch 774 | loss: 0.0311776 | val_loss: 0.0311813 | Time: 3127.48 ms
[2020-12-05 21:00:46 main:581] : INFO : Epoch 775 | loss: 0.0311778 | val_loss: 0.0311821 | Time: 3149.74 ms
[2020-12-05 21:00:49 main:581] : INFO : Epoch 776 | loss: 0.0311747 | val_loss: 0.0311802 | Time: 3123.5 ms
[2020-12-05 21:00:52 main:581] : INFO : Epoch 777 | loss: 0.0311758 | val_loss: 0.0311807 | Time: 3123.27 ms
[2020-12-05 21:00:55 main:581] : INFO : Epoch 778 | loss: 0.0311765 | val_loss: 0.0311795 | Time: 3183.86 ms
[2020-12-05 21:00:58 main:581] : INFO : Epoch 779 | loss: 0.0311747 | val_loss: 0.0311799 | Time: 3174.09 ms
[2020-12-05 21:01:02 main:581] : INFO : Epoch 780 | loss: 0.0311754 | val_loss: 0.0311804 | Time: 3168.14 ms
[2020-12-05 21:01:05 main:581] : INFO : Epoch 781 | loss: 0.031176 | val_loss: 0.0311803 | Time: 3132.97 ms
[2020-12-05 21:01:08 main:581] : INFO : Epoch 782 | loss: 0.0311774 | val_loss: 0.031182 | Time: 3155.34 ms
[2020-12-05 21:01:11 main:581] : INFO : Epoch 783 | loss: 0.0311751 | val_loss: 0.0311802 | Time: 3149.51 ms
[2020-12-05 21:01:14 main:581] : INFO : Epoch 784 | loss: 0.0311746 | val_loss: 0.0311801 | Time: 3117.78 ms
[2020-12-05 21:01:17 main:581] : INFO : Epoch 785 | loss: 0.0311748 | val_loss: 0.031181 | Time: 3134.98 ms
[2020-12-05 21:01:20 main:581] : INFO : Epoch 786 | loss: 0.031176 | val_loss: 0.0311807 | Time: 3157.12 ms
[2020-12-05 21:01:24 main:581] : INFO : Epoch 787 | loss: 0.0311745 | val_loss: 0.0311803 | Time: 3159.84 ms
[2020-12-05 21:01:27 main:581] : INFO : Epoch 788 | loss: 0.0311742 | val_loss: 0.0311803 | Time: 3167.46 ms
[2020-12-05 21:01:30 main:581] : INFO : Epoch 789 | loss: 0.0311752 | val_loss: 0.0311824 | Time: 3144.48 ms
[2020-12-05 21:01:33 main:581] : INFO : Epoch 790 | loss: 0.0311746 | val_loss: 0.03118 | Time: 3138.84 ms
[2020-12-05 21:01:36 main:581] : INFO : Epoch 791 | loss: 0.0311758 | val_loss: 0.031181 | Time: 3136.17 ms
[2020-12-05 21:01:39 main:581] : INFO : Epoch 792 | loss: 0.0311773 | val_loss: 0.0311911 | Time: 3152.57 ms
[2020-12-05 21:01:43 main:581] : INFO : Epoch 793 | loss: 0.0311903 | val_loss: 0.0311878 | Time: 3160.56 ms
[2020-12-05 21:01:46 main:581] : INFO : Epoch 794 | loss: 0.0311761 | val_loss: 0.0311824 | Time: 3141.96 ms
[2020-12-05 21:01:49 main:581] : INFO : Epoch 795 | loss: 0.0311756 | val_loss: 0.0311878 | Time: 3155.89 ms
[2020-12-05 21:01:52 main:581] : INFO : Epoch 796 | loss: 0.0311761 | val_loss: 0.0311815 | Time: 3156.11 ms
[2020-12-05 21:01:55 main:581] : INFO : Epoch 797 | loss: 0.0311754 | val_loss: 0.0311868 | Time: 3149.25 ms
[2020-12-05 21:01:58 main:581] : INFO : Epoch 798 | loss: 0.0311758 | val_loss: 0.0311809 | Time: 3124.36 ms
[2020-12-05 21:02:01 main:581] : INFO : Epoch 799 | loss: 0.031174 | val_loss: 0.0311806 | Time: 3184.65 ms
[2020-12-05 21:02:05 main:581] : INFO : Epoch 800 | loss: 0.0311741 | val_loss: 0.0311804 | Time: 3123.3 ms
[2020-12-05 21:02:08 main:581] : INFO : Epoch 801 | loss: 0.0311743 | val_loss: 0.0311799 | Time: 3165.43 ms
[2020-12-05 21:02:11 main:581] : INFO : Epoch 802 | loss: 0.0311739 | val_loss: 0.03118 | Time: 3181.03 ms
[2020-12-05 21:02:14 main:581] : INFO : Epoch 803 | loss: 0.0311746 | val_loss: 0.0311799 | Time: 3136.49 ms
[2020-12-05 21:02:17 main:581] : INFO : Epoch 804 | loss: 0.0311736 | val_loss: 0.0311798 | Time: 3143.93 ms
[2020-12-05 21:02:20 main:581] : INFO : Epoch 805 | loss: 0.0311735 | val_loss: 0.0311807 | Time: 3155.13 ms
[2020-12-05 21:02:24 main:581] : INFO : Epoch 806 | loss: 0.0311745 | val_loss: 0.0311877 | Time: 3168.46 ms
[2020-12-05 21:02:27 main:581] : INFO : Epoch 807 | loss: 0.0311812 | val_loss: 0.0311869 | Time: 3124.24 ms
[2020-12-05 21:02:30 main:581] : INFO : Epoch 808 | loss: 0.0311804 | val_loss: 0.0311799 | Time: 3152.44 ms
[2020-12-05 21:02:33 main:581] : INFO : Epoch 809 | loss: 0.0311752 | val_loss: 0.0311789 | Time: 3193.46 ms
[2020-12-05 21:02:36 main:581] : INFO : Epoch 810 | loss: 0.0311746 | val_loss: 0.0311823 | Time: 3159.88 ms
[2020-12-05 21:02:39 main:581] : INFO : Epoch 811 | loss: 0.0311768 | val_loss: 0.031181 | Time: 3113.86 ms
[2020-12-05 21:02:42 main:581] : INFO : Epoch 812 | loss: 0.0311761 | val_loss: 0.0311795 | Time: 3146.58 ms
[2020-12-05 21:02:46 main:581] : INFO : Epoch 813 | loss: 0.0311742 | val_loss: 0.0311814 | Time: 3165.96 ms
[2020-12-05 21:02:49 main:581] : INFO : Epoch 814 | loss: 0.0311749 | val_loss: 0.0311789 | Time: 3160.27 ms
[2020-12-05 21:02:52 main:581] : INFO : Epoch 815 | loss: 0.0311741 | val_loss: 0.0311798 | Time: 3158.02 ms
[2020-12-05 21:02:55 main:581] : INFO : Epoch 816 | loss: 0.0311742 | val_loss: 0.0311791 | Time: 3135.83 ms
[2020-12-05 21:02:58 main:581] : INFO : Epoch 817 | loss: 0.0311746 | val_loss: 0.0311805 | Time: 3138.04 ms
[2020-12-05 21:03:01 main:581] : INFO : Epoch 818 | loss: 0.0311748 | val_loss: 0.0311858 | Time: 3147.09 ms
[2020-12-05 21:03:04 main:581] : INFO : Epoch 819 | loss: 0.0311756 | val_loss: 0.031182 | Time: 3170.51 ms
[2020-12-05 21:03:08 main:581] : INFO : Epoch 820 | loss: 0.0311742 | val_loss: 0.0311799 | Time: 3144.63 ms
[2020-12-05 21:03:11 main:581] : INFO : Epoch 821 | loss: 0.0311733 | val_loss: 0.0311829 | Time: 3161.3 ms
[2020-12-05 21:03:14 main:581] : INFO : Epoch 822 | loss: 0.0311752 | val_loss: 0.0311805 | Time: 3146.81 ms
[2020-12-05 21:03:17 main:581] : INFO : Epoch 823 | loss: 0.0311746 | val_loss: 0.0311846 | Time: 3159.39 ms
[2020-12-05 21:03:20 main:581] : INFO : Epoch 824 | loss: 0.031176 | val_loss: 0.0311808 | Time: 3123.36 ms
[2020-12-05 21:03:23 main:581] : INFO : Epoch 825 | loss: 0.0311733 | val_loss: 0.0311797 | Time: 3146.5 ms
[2020-12-05 21:03:27 main:581] : INFO : Epoch 826 | loss: 0.031174 | val_loss: 0.0311795 | Time: 3182.71 ms
[2020-12-05 21:03:30 main:581] : INFO : Epoch 827 | loss: 0.0311765 | val_loss: 0.0311837 | Time: 3154.13 ms
[2020-12-05 21:03:33 main:581] : INFO : Epoch 828 | loss: 0.0311759 | val_loss: 0.0311845 | Time: 3148.51 ms
[2020-12-05 21:03:36 main:581] : INFO : Epoch 829 | loss: 0.0311754 | val_loss: 0.0311801 | Time: 3136.38 ms
[2020-12-05 21:03:39 main:581] : INFO : Epoch 830 | loss: 0.031175 | val_loss: 0.0311793 | Time: 3134.95 ms
[2020-12-05 21:03:42 main:581] : INFO : Epoch 831 | loss: 0.031175 | val_loss: 0.0311794 | Time: 3160.07 ms
[2020-12-05 21:03:45 main:581] : INFO : Epoch 832 | loss: 0.0311745 | val_loss: 0.0311795 | Time: 3157.93 ms
[2020-12-05 21:03:49 main:581] : INFO : Epoch 833 | loss: 0.0311734 | val_loss: 0.0311792 | Time: 3150.55 ms
[2020-12-05 21:03:52 main:581] : INFO : Epoch 834 | loss: 0.031174 | val_loss: 0.0311805 | Time: 3145.23 ms
[2020-12-05 21:03:55 main:581] : INFO : Epoch 835 | loss: 0.0311733 | val_loss: 0.0311798 | Time: 3161.17 ms
[2020-12-05 21:03:58 main:581] : INFO : Epoch 836 | loss: 0.0311741 | val_loss: 0.0311796 | Time: 3155.29 ms
[2020-12-05 21:04:01 main:581] : INFO : Epoch 837 | loss: 0.0311736 | val_loss: 0.0311801 | Time: 3115.11 ms
[2020-12-05 21:04:04 main:581] : INFO : Epoch 838 | loss: 0.0311732 | val_loss: 0.0311793 | Time: 3142.72 ms
[2020-12-05 21:04:08 main:581] : INFO : Epoch 839 | loss: 0.0311743 | val_loss: 0.0311804 | Time: 3219.72 ms
[2020-12-05 21:04:11 main:581] : INFO : Epoch 840 | loss: 0.0311744 | val_loss: 0.0311856 | Time: 3163.67 ms
[2020-12-05 21:04:14 main:581] : INFO : Epoch 841 | loss: 0.0311756 | val_loss: 0.0311835 | Time: 3130.56 ms
[2020-12-05 21:04:17 main:581] : INFO : Epoch 842 | loss: 0.0311752 | val_loss: 0.0311805 | Time: 3163.71 ms
[2020-12-05 21:04:20 main:581] : INFO : Epoch 843 | loss: 0.0311743 | val_loss: 0.0311822 | Time: 3116.84 ms
[2020-12-05 21:04:23 main:581] : INFO : Epoch 844 | loss: 0.0311734 | val_loss: 0.0311861 | Time: 3136.27 ms
[2020-12-05 21:04:26 main:581] : INFO : Epoch 845 | loss: 0.0311738 | val_loss: 0.0311822 | Time: 3189.39 ms
[2020-12-05 21:04:30 main:581] : INFO : Epoch 846 | loss: 0.0311733 | val_loss: 0.0311832 | Time: 3164.17 ms
[2020-12-05 21:04:33 main:581] : INFO : Epoch 847 | loss: 0.0311732 | val_loss: 0.031184 | Time: 3172.79 ms
[2020-12-05 21:04:36 main:581] : INFO : Epoch 848 | loss: 0.0311732 | val_loss: 0.0311861 | Time: 3119.69 ms
[2020-12-05 21:04:39 main:581] : INFO : Epoch 849 | loss: 0.0311747 | val_loss: 0.0311869 | Time: 3149.42 ms
[2020-12-05 21:04:42 main:581] : INFO : Epoch 850 | loss: 0.0311735 | val_loss: 0.0311875 | Time: 3133.25 ms
[2020-12-05 21:04:45 main:581] : INFO : Epoch 851 | loss: 0.0311764 | val_loss: 0.0311823 | Time: 3105.23 ms
[2020-12-05 21:04:48 main:581] : INFO : Epoch 852 | loss: 0.0311771 | val_loss: 0.0311848 | Time: 3202.12 ms
[2020-12-05 21:04:52 main:581] : INFO : Epoch 853 | loss: 0.0311756 | val_loss: 0.0311817 | Time: 3191.15 ms
[2020-12-05 21:04:55 main:581] : INFO : Epoch 854 | loss: 0.0311748 | val_loss: 0.0311825 | Time: 3162.95 ms
[2020-12-05 21:04:58 main:581] : INFO : Epoch 855 | loss: 0.0311745 | val_loss: 0.0311805 | Time: 3114.4 ms
[2020-12-05 21:05:01 main:581] : INFO : Epoch 856 | loss: 0.0311739 | val_loss: 0.0311805 | Time: 3145.21 ms
[2020-12-05 21:05:04 main:581] : INFO : Epoch 857 | loss: 0.0311731 | val_loss: 0.03118 | Time: 3163.37 ms
[2020-12-05 21:05:07 main:581] : INFO : Epoch 858 | loss: 0.0311737 | val_loss: 0.0311817 | Time: 3120.06 ms
[2020-12-05 21:05:11 main:581] : INFO : Epoch 859 | loss: 0.0311737 | val_loss: 0.031182 | Time: 3194.34 ms
[2020-12-05 21:05:14 main:581] : INFO : Epoch 860 | loss: 0.0311733 | val_loss: 0.0311804 | Time: 3151.94 ms
[2020-12-05 21:05:17 main:581] : INFO : Epoch 861 | loss: 0.0311746 | val_loss: 0.031183 | Time: 3146.76 ms
[2020-12-05 21:05:20 main:581] : INFO : Epoch 862 | loss: 0.03118 | val_loss: 0.0311878 | Time: 3150.27 ms
[2020-12-05 21:05:23 main:581] : INFO : Epoch 863 | loss: 0.0311763 | val_loss: 0.0311821 | Time: 3161.25 ms
[2020-12-05 21:05:26 main:581] : INFO : Epoch 864 | loss: 0.0311741 | val_loss: 0.0311894 | Time: 3139.92 ms
[2020-12-05 21:05:29 main:581] : INFO : Epoch 865 | loss: 0.0311766 | val_loss: 0.0311831 | Time: 3131.11 ms
[2020-12-05 21:05:33 main:581] : INFO : Epoch 866 | loss: 0.0311781 | val_loss: 0.0311851 | Time: 3168.67 ms
[2020-12-05 21:05:36 main:581] : INFO : Epoch 867 | loss: 0.0311785 | val_loss: 0.0311814 | Time: 3156.47 ms
[2020-12-05 21:05:39 main:581] : INFO : Epoch 868 | loss: 0.031178 | val_loss: 0.0311804 | Time: 3139.14 ms
[2020-12-05 21:05:42 main:581] : INFO : Epoch 869 | loss: 0.0311749 | val_loss: 0.0311852 | Time: 3138.22 ms
[2020-12-05 21:05:45 main:581] : INFO : Epoch 870 | loss: 0.0311761 | val_loss: 0.0311847 | Time: 3169.23 ms
[2020-12-05 21:05:48 main:581] : INFO : Epoch 871 | loss: 0.0311752 | val_loss: 0.0311825 | Time: 3160.73 ms
[2020-12-05 21:05:52 main:581] : INFO : Epoch 872 | loss: 0.0311748 | val_loss: 0.0311825 | Time: 3133.53 ms
[2020-12-05 21:05:55 main:581] : INFO : Epoch 873 | loss: 0.0311733 | val_loss: 0.0311824 | Time: 3144.28 ms
[2020-12-05 21:05:58 main:581] : INFO : Epoch 874 | loss: 0.0311735 | val_loss: 0.0311818 | Time: 3141.79 ms
[2020-12-05 21:06:01 main:581] : INFO : Epoch 875 | loss: 0.031175 | val_loss: 0.0311811 | Time: 3168.48 ms
[2020-12-05 21:06:04 main:581] : INFO : Epoch 876 | loss: 0.0311749 | val_loss: 0.0311801 | Time: 3163.61 ms
[2020-12-05 21:06:07 main:581] : INFO : Epoch 877 | loss: 0.0311742 | val_loss: 0.0311806 | Time: 3149.88 ms
[2020-12-05 21:06:10 main:581] : INFO : Epoch 878 | loss: 0.0311742 | val_loss: 0.0311845 | Time: 3148.73 ms
[2020-12-05 21:06:14 main:581] : INFO : Epoch 879 | loss: 0.0311751 | val_loss: 0.0311822 | Time: 3140.9 ms
[2020-12-05 21:06:17 main:581] : INFO : Epoch 880 | loss: 0.0311766 | val_loss: 0.0311812 | Time: 3169.19 ms
[2020-12-05 21:06:20 main:581] : INFO : Epoch 881 | loss: 0.031174 | val_loss: 0.0311836 | Time: 3123 ms
[2020-12-05 21:06:23 main:581] : INFO : Epoch 882 | loss: 0.0311744 | val_loss: 0.0311839 | Time: 3155.57 ms
[2020-12-05 21:06:26 main:581] : INFO : Epoch 883 | loss: 0.0311748 | val_loss: 0.031185 | Time: 3185.53 ms
[2020-12-05 21:06:29 main:581] : INFO : Epoch 884 | loss: 0.0311744 | val_loss: 0.0311819 | Time: 3142.28 ms
[2020-12-05 21:06:33 main:581] : INFO : Epoch 885 | loss: 0.0311737 | val_loss: 0.0311842 | Time: 3139.94 ms
[2020-12-05 21:06:36 main:581] : INFO : Epoch 886 | loss: 0.0311753 | val_loss: 0.0311825 | Time: 3140.9 ms
[2020-12-05 21:06:39 main:581] : INFO : Epoch 887 | loss: 0.0311728 | val_loss: 0.0311839 | Time: 3172.55 ms
[2020-12-05 21:06:42 main:581] : INFO : Epoch 888 | loss: 0.0311728 | val_loss: 0.0311876 | Time: 3129.03 ms
[2020-12-05 21:06:45 main:581] : INFO : Epoch 889 | loss: 0.0311757 | val_loss: 0.0311851 | Time: 3170.14 ms
[2020-12-05 21:06:48 main:581] : INFO : Epoch 890 | loss: 0.0311738 | val_loss: 0.0311814 | Time: 3134.68 ms
[2020-12-05 21:06:51 main:581] : INFO : Epoch 891 | loss: 0.0311733 | val_loss: 0.0311805 | Time: 3146.6 ms
[2020-12-05 21:06:55 main:581] : INFO : Epoch 892 | loss: 0.0311738 | val_loss: 0.0311808 | Time: 3143.18 ms
[2020-12-05 21:06:58 main:581] : INFO : Epoch 893 | loss: 0.031173 | val_loss: 0.0311801 | Time: 3189.01 ms
[2020-12-05 21:07:01 main:581] : INFO : Epoch 894 | loss: 0.0311727 | val_loss: 0.03118 | Time: 3161.97 ms
[2020-12-05 21:07:04 main:581] : INFO : Epoch 895 | loss: 0.0311759 | val_loss: 0.031181 | Time: 3111.29 ms
[2020-12-05 21:07:07 main:581] : INFO : Epoch 896 | loss: 0.0311742 | val_loss: 0.031181 | Time: 3171.01 ms
[2020-12-05 21:07:10 main:581] : INFO : Epoch 897 | loss: 0.0311748 | val_loss: 0.0311814 | Time: 3160.33 ms
[2020-12-05 21:07:13 main:581] : INFO : Epoch 898 | loss: 0.0311751 | val_loss: 0.031181 | Time: 3123.84 ms
[2020-12-05 21:07:17 main:581] : INFO : Epoch 899 | loss: 0.031173 | val_loss: 0.03118 | Time: 3137.93 ms
[2020-12-05 21:07:20 main:581] : INFO : Epoch 900 | loss: 0.0311734 | val_loss: 0.0311804 | Time: 3167.01 ms
[2020-12-05 21:07:23 main:581] : INFO : Epoch 901 | loss: 0.0311724 | val_loss: 0.0311809 | Time: 3205.34 ms
[2020-12-05 21:07:26 main:581] : INFO : Epoch 902 | loss: 0.0311724 | val_loss: 0.0311809 | Time: 3149.69 ms
[2020-12-05 21:07:29 main:581] : INFO : Epoch 903 | loss: 0.0311724 | val_loss: 0.0311808 | Time: 3127.21 ms
[2020-12-05 21:07:32 main:581] : INFO : Epoch 904 | loss: 0.0311729 | val_loss: 0.031183 | Time: 3147.54 ms
[2020-12-05 21:07:36 main:581] : INFO : Epoch 905 | loss: 0.0311737 | val_loss: 0.0311867 | Time: 3134.65 ms
[2020-12-05 21:07:39 main:581] : INFO : Epoch 906 | loss: 0.0311729 | val_loss: 0.0311818 | Time: 3149.19 ms
[2020-12-05 21:07:42 main:581] : INFO : Epoch 907 | loss: 0.0311722 | val_loss: 0.0311837 | Time: 3181.63 ms
[2020-12-05 21:07:45 main:581] : INFO : Epoch 908 | loss: 0.0311807 | val_loss: 0.0312061 | Time: 3155.93 ms
[2020-12-05 21:07:48 main:581] : INFO : Epoch 909 | loss: 0.0311823 | val_loss: 0.031188 | Time: 3146.73 ms
[2020-12-05 21:07:51 main:581] : INFO : Epoch 910 | loss: 0.0311771 | val_loss: 0.0311818 | Time: 3158.59 ms
[2020-12-05 21:07:54 main:581] : INFO : Epoch 911 | loss: 0.0311748 | val_loss: 0.0311831 | Time: 3116.88 ms
[2020-12-05 21:07:58 main:581] : INFO : Epoch 912 | loss: 0.0311756 | val_loss: 0.0311903 | Time: 3139.17 ms
[2020-12-05 21:08:01 main:581] : INFO : Epoch 913 | loss: 0.031179 | val_loss: 0.0311861 | Time: 3190.99 ms
[2020-12-05 21:08:04 main:581] : INFO : Epoch 914 | loss: 0.0311765 | val_loss: 0.0311852 | Time: 3175.22 ms
[2020-12-05 21:08:07 main:581] : INFO : Epoch 915 | loss: 0.0311739 | val_loss: 0.0311835 | Time: 3157.76 ms
[2020-12-05 21:08:10 main:581] : INFO : Epoch 916 | loss: 0.0311761 | val_loss: 0.031182 | Time: 3119.87 ms
[2020-12-05 21:08:13 main:581] : INFO : Epoch 917 | loss: 0.0311739 | val_loss: 0.0311829 | Time: 3139.25 ms
[2020-12-05 21:08:17 main:581] : INFO : Epoch 918 | loss: 0.0311733 | val_loss: 0.0311828 | Time: 3125.71 ms
[2020-12-05 21:08:20 main:581] : INFO : Epoch 919 | loss: 0.0311743 | val_loss: 0.0311819 | Time: 3164.49 ms
[2020-12-05 21:08:23 main:581] : INFO : Epoch 920 | loss: 0.0311751 | val_loss: 0.0311835 | Time: 3219.58 ms
[2020-12-05 21:08:26 main:581] : INFO : Epoch 921 | loss: 0.031174 | val_loss: 0.0311822 | Time: 3128.52 ms
[2020-12-05 21:08:29 main:581] : INFO : Epoch 922 | loss: 0.0311735 | val_loss: 0.0311829 | Time: 3146.17 ms
[2020-12-05 21:08:32 main:581] : INFO : Epoch 923 | loss: 0.0311733 | val_loss: 0.0311851 | Time: 3156.29 ms
[2020-12-05 21:08:35 main:581] : INFO : Epoch 924 | loss: 0.0311731 | val_loss: 0.0311825 | Time: 3145.52 ms
[2020-12-05 21:08:39 main:581] : INFO : Epoch 925 | loss: 0.0311731 | val_loss: 0.031183 | Time: 3118.26 ms
[2020-12-05 21:08:42 main:581] : INFO : Epoch 926 | loss: 0.0311733 | val_loss: 0.0311815 | Time: 3193.88 ms
[2020-12-05 21:08:45 main:581] : INFO : Epoch 927 | loss: 0.0311747 | val_loss: 0.0311836 | Time: 3164.38 ms
[2020-12-05 21:08:48 main:581] : INFO : Epoch 928 | loss: 0.0311742 | val_loss: 0.0311879 | Time: 3160.63 ms
[2020-12-05 21:08:51 main:581] : INFO : Epoch 929 | loss: 0.0311738 | val_loss: 0.0311866 | Time: 3131.4 ms
[2020-12-05 21:08:54 main:581] : INFO : Epoch 930 | loss: 0.0311744 | val_loss: 0.0311812 | Time: 3144.61 ms
[2020-12-05 21:08:58 main:581] : INFO : Epoch 931 | loss: 0.0311729 | val_loss: 0.0311822 | Time: 3156.97 ms
[2020-12-05 21:09:01 main:581] : INFO : Epoch 932 | loss: 0.0311741 | val_loss: 0.0311834 | Time: 3114.92 ms
[2020-12-05 21:09:04 main:581] : INFO : Epoch 933 | loss: 0.0311743 | val_loss: 0.0311852 | Time: 3180.78 ms
[2020-12-05 21:09:07 main:581] : INFO : Epoch 934 | loss: 0.0311744 | val_loss: 0.0311855 | Time: 3174.54 ms
[2020-12-05 21:09:10 main:581] : INFO : Epoch 935 | loss: 0.0311757 | val_loss: 0.031189 | Time: 3132.32 ms
[2020-12-05 21:09:13 main:581] : INFO : Epoch 936 | loss: 0.0311755 | val_loss: 0.0311831 | Time: 3158.49 ms
[2020-12-05 21:09:16 main:581] : INFO : Epoch 937 | loss: 0.0311736 | val_loss: 0.0311812 | Time: 3160.79 ms
[2020-12-05 21:09:20 main:581] : INFO : Epoch 938 | loss: 0.031173 | val_loss: 0.0311815 | Time: 3143.73 ms
[2020-12-05 21:09:23 main:581] : INFO : Epoch 939 | loss: 0.0311732 | val_loss: 0.0311822 | Time: 3108.86 ms
[2020-12-05 21:09:26 main:581] : INFO : Epoch 940 | loss: 0.0311727 | val_loss: 0.0311811 | Time: 3174.62 ms
[2020-12-05 21:09:29 main:581] : INFO : Epoch 941 | loss: 0.0311725 | val_loss: 0.0311819 | Time: 3169.93 ms
[2020-12-05 21:09:32 main:581] : INFO : Epoch 942 | loss: 0.0311725 | val_loss: 0.0311852 | Time: 3142.22 ms
[2020-12-05 21:09:35 main:581] : INFO : Epoch 943 | loss: 0.0311728 | val_loss: 0.0311839 | Time: 3126.2 ms
[2020-12-05 21:09:39 main:581] : INFO : Epoch 944 | loss: 0.0311747 | val_loss: 0.0311827 | Time: 3165.3 ms
[2020-12-05 21:09:42 main:581] : INFO : Epoch 945 | loss: 0.0311729 | val_loss: 0.0311835 | Time: 3162.55 ms
[2020-12-05 21:09:45 main:581] : INFO : Epoch 946 | loss: 0.0311747 | val_loss: 0.0311852 | Time: 3134.68 ms
[2020-12-05 21:09:48 main:581] : INFO : Epoch 947 | loss: 0.0311733 | val_loss: 0.0311858 | Time: 3147.04 ms
[2020-12-05 21:09:51 main:581] : INFO : Epoch 948 | loss: 0.031173 | val_loss: 0.0311833 | Time: 3139.63 ms
[2020-12-05 21:09:54 main:581] : INFO : Epoch 949 | loss: 0.031172 | val_loss: 0.0311816 | Time: 3131.94 ms
[2020-12-05 21:09:57 main:581] : INFO : Epoch 950 | loss: 0.0311722 | val_loss: 0.0311846 | Time: 3175.72 ms
[2020-12-05 21:10:01 main:581] : INFO : Epoch 951 | loss: 0.0311721 | val_loss: 0.0311839 | Time: 3204.32 ms
[2020-12-05 21:10:04 main:581] : INFO : Epoch 952 | loss: 0.0311717 | val_loss: 0.0311827 | Time: 3126.12 ms
[2020-12-05 21:10:07 main:581] : INFO : Epoch 953 | loss: 0.0311718 | val_loss: 0.0311841 | Time: 3130.46 ms
[2020-12-05 21:10:10 main:581] : INFO : Epoch 954 | loss: 0.0311726 | val_loss: 0.0311829 | Time: 3138.44 ms
[2020-12-05 21:10:13 main:581] : INFO : Epoch 955 | loss: 0.0311726 | val_loss: 0.0311833 | Time: 3136.61 ms
[2020-12-05 21:10:16 main:581] : INFO : Epoch 956 | loss: 0.0311721 | val_loss: 0.0311841 | Time: 3163.13 ms
[2020-12-05 21:10:19 main:581] : INFO : Epoch 957 | loss: 0.0311736 | val_loss: 0.0311879 | Time: 3189.6 ms
[2020-12-05 21:10:23 main:581] : INFO : Epoch 958 | loss: 0.0311714 | val_loss: 0.0311861 | Time: 3136.8 ms
[2020-12-05 21:10:26 main:581] : INFO : Epoch 959 | loss: 0.0311741 | val_loss: 0.0311958 | Time: 3112.34 ms
[2020-12-05 21:10:29 main:581] : INFO : Epoch 960 | loss: 0.0311741 | val_loss: 0.0311851 | Time: 3145.7 ms
[2020-12-05 21:10:32 main:581] : INFO : Epoch 961 | loss: 0.0311727 | val_loss: 0.0311842 | Time: 3150.58 ms
[2020-12-05 21:10:35 main:581] : INFO : Epoch 962 | loss: 0.0311723 | val_loss: 0.0311857 | Time: 3125.89 ms
[2020-12-05 21:10:38 main:581] : INFO : Epoch 963 | loss: 0.0311717 | val_loss: 0.0311844 | Time: 3161.71 ms
[2020-12-05 21:10:41 main:581] : INFO : Epoch 964 | loss: 0.0311733 | val_loss: 0.0311887 | Time: 3139.58 ms
[2020-12-05 21:10:45 main:581] : INFO : Epoch 965 | loss: 0.0311725 | val_loss: 0.0311833 | Time: 3135.42 ms
[2020-12-05 21:10:48 main:581] : INFO : Epoch 966 | loss: 0.031171 | val_loss: 0.031183 | Time: 3125.03 ms
[2020-12-05 21:10:51 main:581] : INFO : Epoch 967 | loss: 0.0311705 | val_loss: 0.0311832 | Time: 3191.36 ms
[2020-12-05 21:10:54 main:581] : INFO : Epoch 968 | loss: 0.0311707 | val_loss: 0.031183 | Time: 3182.03 ms
[2020-12-05 21:10:57 main:581] : INFO : Epoch 969 | loss: 0.031171 | val_loss: 0.0311855 | Time: 3107.98 ms
[2020-12-05 21:11:00 main:581] : INFO : Epoch 970 | loss: 0.0311715 | val_loss: 0.0311837 | Time: 3165.81 ms
[2020-12-05 21:11:04 main:581] : INFO : Epoch 971 | loss: 0.0311716 | val_loss: 0.0311843 | Time: 3126.62 ms
[2020-12-05 21:11:07 main:581] : INFO : Epoch 972 | loss: 0.0311732 | val_loss: 0.0311859 | Time: 3117.83 ms
[2020-12-05 21:11:10 main:581] : INFO : Epoch 973 | loss: 0.0311744 | val_loss: 0.0311866 | Time: 3156.36 ms
[2020-12-05 21:11:13 main:581] : INFO : Epoch 974 | loss: 0.0311728 | val_loss: 0.0311836 | Time: 3187.17 ms
[2020-12-05 21:11:16 main:581] : INFO : Epoch 975 | loss: 0.0311728 | val_loss: 0.031181 | Time: 3235.19 ms
[2020-12-05 21:11:19 main:581] : INFO : Epoch 976 | loss: 0.0311729 | val_loss: 0.0311821 | Time: 3104.7 ms
[2020-12-05 21:11:22 main:581] : INFO : Epoch 977 | loss: 0.031172 | val_loss: 0.0311808 | Time: 3130.52 ms
[2020-12-05 21:11:26 main:581] : INFO : Epoch 978 | loss: 0.0311719 | val_loss: 0.0311819 | Time: 3129.45 ms
[2020-12-05 21:11:29 main:581] : INFO : Epoch 979 | loss: 0.0311716 | val_loss: 0.0311805 | Time: 3102.81 ms
[2020-12-05 21:11:32 main:581] : INFO : Epoch 980 | loss: 0.0311714 | val_loss: 0.0311827 | Time: 3175.41 ms
[2020-12-05 21:11:35 main:581] : INFO : Epoch 981 | loss: 0.031173 | val_loss: 0.0311822 | Time: 3202.74 ms
[2020-12-05 21:11:38 main:581] : INFO : Epoch 982 | loss: 0.0311722 | val_loss: 0.0311823 | Time: 3199.38 ms
[2020-12-05 21:11:41 main:581] : INFO : Epoch 983 | loss: 0.0311723 | val_loss: 0.0311839 | Time: 3108.12 ms
[2020-12-05 21:11:44 main:581] : INFO : Epoch 984 | loss: 0.0311769 | val_loss: 0.0311826 | Time: 3128.94 ms
[2020-12-05 21:11:48 main:581] : INFO : Epoch 985 | loss: 0.031175 | val_loss: 0.0311849 | Time: 3115.97 ms
[2020-12-05 21:11:51 main:581] : INFO : Epoch 986 | loss: 0.0311741 | val_loss: 0.0311837 | Time: 3120.89 ms
[2020-12-05 21:11:54 main:581] : INFO : Epoch 987 | loss: 0.0311744 | val_loss: 0.0311838 | Time: 3171.73 ms
[2020-12-05 21:11:57 main:581] : INFO : Epoch 988 | loss: 0.0311721 | val_loss: 0.0311801 | Time: 3223.36 ms
[2020-12-05 21:12:00 main:581] : INFO : Epoch 989 | loss: 0.0311727 | val_loss: 0.0311808 | Time: 3160.79 ms
[2020-12-05 21:12:03 main:581] : INFO : Epoch 990 | loss: 0.0311718 | val_loss: 0.0311865 | Time: 3113.9 ms
[2020-12-05 21:12:07 main:581] : INFO : Epoch 991 | loss: 0.031175 | val_loss: 0.0311926 | Time: 3128.13 ms
[2020-12-05 21:12:10 main:581] : INFO : Epoch 992 | loss: 0.0311815 | val_loss: 0.0311857 | Time: 3118.27 ms
[2020-12-05 21:12:13 main:581] : INFO : Epoch 993 | loss: 0.0311769 | val_loss: 0.031187 | Time: 3143.4 ms
[2020-12-05 21:12:16 main:581] : INFO : Epoch 994 | loss: 0.0311726 | val_loss: 0.0311826 | Time: 3166.94 ms
[2020-12-05 21:12:19 main:581] : INFO : Epoch 995 | loss: 0.0311717 | val_loss: 0.0311815 | Time: 3175.28 ms
[2020-12-05 21:12:22 main:581] : INFO : Epoch 996 | loss: 0.0311713 | val_loss: 0.031185 | Time: 3146.82 ms
[2020-12-05 21:12:25 main:581] : INFO : Epoch 997 | loss: 0.031171 | val_loss: 0.0311833 | Time: 3112.67 ms
[2020-12-05 21:12:29 main:581] : INFO : Epoch 998 | loss: 0.031171 | val_loss: 0.0311821 | Time: 3124.31 ms
[2020-12-05 21:12:32 main:581] : INFO : Epoch 999 | loss: 0.0311714 | val_loss: 0.0311815 | Time: 3106.53 ms
[2020-12-05 21:12:35 main:581] : INFO : Epoch 1000 | loss: 0.0311712 | val_loss: 0.0311825 | Time: 3178.04 ms
[2020-12-05 21:12:38 main:581] : INFO : Epoch 1001 | loss: 0.0311714 | val_loss: 0.0311852 | Time: 3182.54 ms
[2020-12-05 21:12:41 main:581] : INFO : Epoch 1002 | loss: 0.0311739 | val_loss: 0.0311822 | Time: 3136.64 ms
[2020-12-05 21:12:44 main:581] : INFO : Epoch 1003 | loss: 0.0311713 | val_loss: 0.0311837 | Time: 3130.97 ms
[2020-12-05 21:12:47 main:581] : INFO : Epoch 1004 | loss: 0.0311716 | val_loss: 0.0311821 | Time: 3146.17 ms
[2020-12-05 21:12:51 main:581] : INFO : Epoch 1005 | loss: 0.0311711 | val_loss: 0.0311814 | Time: 3136.31 ms
[2020-12-05 21:12:54 main:581] : INFO : Epoch 1006 | loss: 0.0311704 | val_loss: 0.0311812 | Time: 3114.68 ms
[2020-12-05 21:12:57 main:581] : INFO : Epoch 1007 | loss: 0.0311705 | val_loss: 0.0311839 | Time: 3185.76 ms
[2020-12-05 21:13:00 main:581] : INFO : Epoch 1008 | loss: 0.0311706 | val_loss: 0.0311812 | Time: 3183.32 ms
[2020-12-05 21:13:03 main:581] : INFO : Epoch 1009 | loss: 0.031171 | val_loss: 0.0311806 | Time: 3117.92 ms
[2020-12-05 21:13:06 main:581] : INFO : Epoch 1010 | loss: 0.0311712 | val_loss: 0.0311814 | Time: 3143.76 ms
[2020-12-05 21:13:09 main:581] : INFO : Epoch 1011 | loss: 0.0311711 | val_loss: 0.0311821 | Time: 3143.72 ms
[2020-12-05 21:13:13 main:581] : INFO : Epoch 1012 | loss: 0.031171 | val_loss: 0.0311833 | Time: 3136.65 ms
[2020-12-05 21:13:16 main:581] : INFO : Epoch 1013 | loss: 0.0311716 | val_loss: 0.0311812 | Time: 3119.32 ms
[2020-12-05 21:13:19 main:581] : INFO : Epoch 1014 | loss: 0.0311747 | val_loss: 0.0311799 | Time: 3161.75 ms
[2020-12-05 21:13:22 main:581] : INFO : Epoch 1015 | loss: 0.0311779 | val_loss: 0.0311825 | Time: 3172.64 ms
[2020-12-05 21:13:25 main:581] : INFO : Epoch 1016 | loss: 0.0311785 | val_loss: 0.031181 | Time: 3150.16 ms
[2020-12-05 21:13:28 main:581] : INFO : Epoch 1017 | loss: 0.0311762 | val_loss: 0.0311799 | Time: 3134.2 ms
[2020-12-05 21:13:31 main:581] : INFO : Epoch 1018 | loss: 0.0311749 | val_loss: 0.031181 | Time: 3161.99 ms
[2020-12-05 21:13:35 main:581] : INFO : Epoch 1019 | loss: 0.0311739 | val_loss: 0.0311799 | Time: 3111.67 ms
[2020-12-05 21:13:38 main:581] : INFO : Epoch 1020 | loss: 0.0311751 | val_loss: 0.0311809 | Time: 3118.21 ms
[2020-12-05 21:13:41 main:581] : INFO : Epoch 1021 | loss: 0.0311763 | val_loss: 0.031181 | Time: 3166.36 ms
[2020-12-05 21:13:44 main:581] : INFO : Epoch 1022 | loss: 0.0311753 | val_loss: 0.0311842 | Time: 3151.01 ms
[2020-12-05 21:13:47 main:581] : INFO : Epoch 1023 | loss: 0.0311745 | val_loss: 0.0311794 | Time: 3157.7 ms
[2020-12-05 21:13:50 main:581] : INFO : Epoch 1024 | loss: 0.0311729 | val_loss: 0.0311792 | Time: 3154.74 ms
[2020-12-05 21:13:50 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311792
[2020-12-05 21:13:50 main:610] : INFO : Saving end state to config to file
[2020-12-05 21:13:50 main:615] : INFO : Success, exiting..
21:13:50 (4345): 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)