Task 3372342
| Name | ParityModified-1606530874-11869-7_0 |
| Workunit | 1629158 |
| Created | 22 Dec 2020, 12:28:51 UTC |
| Sent | 23 Dec 2020, 11:29:51 UTC |
| Report deadline | 30 Dec 2020, 11:29:51 UTC |
| Received | 23 Dec 2020, 14:42:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 48 min 1 sec |
| CPU time | 47 min 57 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,461.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 48.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.031177 | val_loss: 0.0311831 | Time: 2806.02 ms
[2020-12-23 06:14:54 main:581] : INFO : Epoch 511 | loss: 0.031178 | val_loss: 0.0311836 | Time: 2794.58 ms
[2020-12-23 06:14:57 main:581] : INFO : Epoch 512 | loss: 0.0311771 | val_loss: 0.0311827 | Time: 2805.02 ms
[2020-12-23 06:14:59 main:581] : INFO : Epoch 513 | loss: 0.0311772 | val_loss: 0.0311829 | Time: 2801.5 ms
[2020-12-23 06:15:02 main:581] : INFO : Epoch 514 | loss: 0.0311761 | val_loss: 0.0311822 | Time: 2851.22 ms
[2020-12-23 06:15:05 main:581] : INFO : Epoch 515 | loss: 0.0311754 | val_loss: 0.0311818 | Time: 2799.41 ms
[2020-12-23 06:15:08 main:581] : INFO : Epoch 516 | loss: 0.0311753 | val_loss: 0.0311814 | Time: 2802.13 ms
[2020-12-23 06:15:11 main:581] : INFO : Epoch 517 | loss: 0.0311742 | val_loss: 0.0311818 | Time: 2801.7 ms
[2020-12-23 06:15:13 main:581] : INFO : Epoch 518 | loss: 0.031174 | val_loss: 0.0311813 | Time: 2801.93 ms
[2020-12-23 06:15:16 main:581] : INFO : Epoch 519 | loss: 0.0311748 | val_loss: 0.0311803 | Time: 2803.16 ms
[2020-12-23 06:15:19 main:581] : INFO : Epoch 520 | loss: 0.0311741 | val_loss: 0.0311826 | Time: 2794.95 ms
[2020-12-23 06:15:22 main:581] : INFO : Epoch 521 | loss: 0.0311745 | val_loss: 0.0311806 | Time: 2803.45 ms
[2020-12-23 06:15:25 main:581] : INFO : Epoch 522 | loss: 0.0311741 | val_loss: 0.0311793 | Time: 2791.21 ms
[2020-12-23 06:15:27 main:581] : INFO : Epoch 523 | loss: 0.0311751 | val_loss: 0.031182 | Time: 2801.35 ms
[2020-12-23 06:15:30 main:581] : INFO : Epoch 524 | loss: 0.0311753 | val_loss: 0.0311806 | Time: 2834.83 ms
[2020-12-23 06:15:33 main:581] : INFO : Epoch 525 | loss: 0.0311759 | val_loss: 0.0311815 | Time: 2801.97 ms
[2020-12-23 06:15:36 main:581] : INFO : Epoch 526 | loss: 0.0311765 | val_loss: 0.0311802 | Time: 2811.35 ms
[2020-12-23 06:15:39 main:581] : INFO : Epoch 527 | loss: 0.0311756 | val_loss: 0.0311794 | Time: 2807.5 ms
[2020-12-23 06:15:42 main:581] : INFO : Epoch 528 | loss: 0.0311756 | val_loss: 0.0311835 | Time: 2809.33 ms
[2020-12-23 06:15:44 main:581] : INFO : Epoch 529 | loss: 0.0311738 | val_loss: 0.0311785 | Time: 2805.08 ms
[2020-12-23 06:15:47 main:581] : INFO : Epoch 530 | loss: 0.0311733 | val_loss: 0.0311792 | Time: 2810.01 ms
[2020-12-23 06:15:50 main:581] : INFO : Epoch 531 | loss: 0.0311722 | val_loss: 0.0311787 | Time: 2811.63 ms
[2020-12-23 06:15:53 main:581] : INFO : Epoch 532 | loss: 0.0311722 | val_loss: 0.0311788 | Time: 2811.06 ms
[2020-12-23 06:15:56 main:581] : INFO : Epoch 533 | loss: 0.031172 | val_loss: 0.0311775 | Time: 2806.8 ms
[2020-12-23 06:15:58 main:581] : INFO : Epoch 534 | loss: 0.0311717 | val_loss: 0.0311795 | Time: 2805.22 ms
[2020-12-23 06:16:01 main:581] : INFO : Epoch 535 | loss: 0.031171 | val_loss: 0.0311782 | Time: 2866.06 ms
[2020-12-23 06:16:04 main:581] : INFO : Epoch 536 | loss: 0.0311712 | val_loss: 0.0311795 | Time: 2805.04 ms
[2020-12-23 06:16:07 main:581] : INFO : Epoch 537 | loss: 0.0311729 | val_loss: 0.0311794 | Time: 2798.87 ms
[2020-12-23 06:16:10 main:581] : INFO : Epoch 538 | loss: 0.0311722 | val_loss: 0.0311797 | Time: 2801.03 ms
[2020-12-23 06:16:12 main:581] : INFO : Epoch 539 | loss: 0.0311715 | val_loss: 0.0311791 | Time: 2805.71 ms
[2020-12-23 06:16:15 main:581] : INFO : Epoch 540 | loss: 0.0311711 | val_loss: 0.0311797 | Time: 2790.09 ms
[2020-12-23 06:16:18 main:581] : INFO : Epoch 541 | loss: 0.031172 | val_loss: 0.0311789 | Time: 2802.45 ms
[2020-12-23 06:16:21 main:581] : INFO : Epoch 542 | loss: 0.0311713 | val_loss: 0.0311795 | Time: 2801.85 ms
[2020-12-23 06:16:24 main:581] : INFO : Epoch 543 | loss: 0.0311716 | val_loss: 0.0311781 | Time: 2801.13 ms
[2020-12-23 06:16:26 main:581] : INFO : Epoch 544 | loss: 0.0311724 | val_loss: 0.03118 | Time: 2800.18 ms
[2020-12-23 06:16:29 main:581] : INFO : Epoch 545 | loss: 0.0311715 | val_loss: 0.0311793 | Time: 2804.4 ms
[2020-12-23 06:16:32 main:581] : INFO : Epoch 546 | loss: 0.0311706 | val_loss: 0.0311786 | Time: 2826.18 ms
[2020-12-23 06:16:35 main:581] : INFO : Epoch 547 | loss: 0.0311713 | val_loss: 0.0311786 | Time: 2803.3 ms
[2020-12-23 06:16:38 main:581] : INFO : Epoch 548 | loss: 0.0311707 | val_loss: 0.0311769 | Time: 2808 ms
[2020-12-23 06:16:40 main:581] : INFO : Epoch 549 | loss: 0.0311701 | val_loss: 0.031179 | Time: 2808.04 ms
[2020-12-23 06:16:43 main:581] : INFO : Epoch 550 | loss: 0.0311712 | val_loss: 0.0311816 | Time: 2808.6 ms
[2020-12-23 06:16:46 main:581] : INFO : Epoch 551 | loss: 0.0311728 | val_loss: 0.0311774 | Time: 2807.45 ms
[2020-12-23 06:16:49 main:581] : INFO : Epoch 552 | loss: 0.0311717 | val_loss: 0.0311782 | Time: 2805.68 ms
[2020-12-23 06:16:52 main:581] : INFO : Epoch 553 | loss: 0.0311705 | val_loss: 0.0311786 | Time: 2805.22 ms
[2020-12-23 06:16:55 main:581] : INFO : Epoch 554 | loss: 0.0311716 | val_loss: 0.0311797 | Time: 2807.96 ms
[2020-12-23 06:16:57 main:581] : INFO : Epoch 555 | loss: 0.0311715 | val_loss: 0.0311778 | Time: 2809.15 ms
[2020-12-23 06:17:00 main:581] : INFO : Epoch 556 | loss: 0.0311705 | val_loss: 0.0311781 | Time: 2840.14 ms
[2020-12-23 06:17:03 main:581] : INFO : Epoch 557 | loss: 0.0311717 | val_loss: 0.0311784 | Time: 2808.36 ms
[2020-12-23 06:17:06 main:581] : INFO : Epoch 558 | loss: 0.0311715 | val_loss: 0.0311781 | Time: 2808.52 ms
[2020-12-23 06:17:09 main:581] : INFO : Epoch 559 | loss: 0.0311711 | val_loss: 0.0311785 | Time: 2806.89 ms
[2020-12-23 06:17:11 main:581] : INFO : Epoch 560 | loss: 0.0311743 | val_loss: 0.0311776 | Time: 2805.8 ms
[2020-12-23 06:17:14 main:581] : INFO : Epoch 561 | loss: 0.0311742 | val_loss: 0.0311829 | Time: 2805.63 ms
[2020-12-23 06:17:17 main:581] : INFO : Epoch 562 | loss: 0.031173 | val_loss: 0.031178 | Time: 2807.2 ms
[2020-12-23 06:17:20 main:581] : INFO : Epoch 563 | loss: 0.0311725 | val_loss: 0.0311779 | Time: 2806.21 ms
[2020-12-23 06:17:23 main:581] : INFO : Epoch 564 | loss: 0.0311724 | val_loss: 0.0311825 | Time: 2793.5 ms
[2020-12-23 06:17:25 main:581] : INFO : Epoch 565 | loss: 0.0311735 | val_loss: 0.0311824 | Time: 2799.16 ms
[2020-12-23 06:17:28 main:581] : INFO : Epoch 566 | loss: 0.0311749 | val_loss: 0.0311797 | Time: 2802.11 ms
[2020-12-23 06:17:31 main:581] : INFO : Epoch 567 | loss: 0.0311747 | val_loss: 0.0311777 | Time: 2820.71 ms
[2020-12-23 06:17:34 main:581] : INFO : Epoch 568 | loss: 0.0311756 | val_loss: 0.0311846 | Time: 2803.63 ms
[2020-12-23 06:17:37 main:581] : INFO : Epoch 569 | loss: 0.0311771 | val_loss: 0.0311805 | Time: 2805.49 ms
[2020-12-23 06:17:39 main:581] : INFO : Epoch 570 | loss: 0.0311734 | val_loss: 0.0311798 | Time: 2806.73 ms
[2020-12-23 06:17:42 main:581] : INFO : Epoch 571 | loss: 0.0311745 | val_loss: 0.0311782 | Time: 2803.16 ms
[2020-12-23 06:17:45 main:581] : INFO : Epoch 572 | loss: 0.0311727 | val_loss: 0.0311791 | Time: 2806.84 ms
[2020-12-23 06:17:48 main:581] : INFO : Epoch 573 | loss: 0.0311728 | val_loss: 0.03118 | Time: 2807.27 ms
[2020-12-23 06:17:51 main:581] : INFO : Epoch 574 | loss: 0.0311748 | val_loss: 0.0311786 | Time: 2806.5 ms
[2020-12-23 06:17:53 main:581] : INFO : Epoch 575 | loss: 0.0311744 | val_loss: 0.0311781 | Time: 2801.66 ms
[2020-12-23 06:17:56 main:581] : INFO : Epoch 576 | loss: 0.0311744 | val_loss: 0.0311771 | Time: 2807.5 ms
[2020-12-23 06:17:59 main:581] : INFO : Epoch 577 | loss: 0.0311736 | val_loss: 0.0311766 | Time: 2808.37 ms
[2020-12-23 06:18:02 main:581] : INFO : Epoch 578 | loss: 0.0311741 | val_loss: 0.0311813 | Time: 2851.88 ms
[2020-12-23 06:18:05 main:581] : INFO : Epoch 579 | loss: 0.0311772 | val_loss: 0.0311826 | Time: 2794.65 ms
[2020-12-23 06:18:08 main:581] : INFO : Epoch 580 | loss: 0.0311761 | val_loss: 0.0311784 | Time: 2795.33 ms
[2020-12-23 06:18:10 main:581] : INFO : Epoch 581 | loss: 0.0311747 | val_loss: 0.0311817 | Time: 2802.16 ms
[2020-12-23 06:18:13 main:581] : INFO : Epoch 582 | loss: 0.0311744 | val_loss: 0.0311807 | Time: 2800.32 ms
[2020-12-23 06:18:16 main:581] : INFO : Epoch 583 | loss: 0.0311732 | val_loss: 0.0311793 | Time: 2802.18 ms
[2020-12-23 06:18:19 main:581] : INFO : Epoch 584 | loss: 0.0311722 | val_loss: 0.0311758 | Time: 2806.8 ms
[2020-12-23 06:18:22 main:581] : INFO : Epoch 585 | loss: 0.0311716 | val_loss: 0.0311769 | Time: 2807.94 ms
[2020-12-23 06:18:24 main:581] : INFO : Epoch 586 | loss: 0.031171 | val_loss: 0.0311771 | Time: 2807.43 ms
[2020-12-23 06:18:27 main:581] : INFO : Epoch 587 | loss: 0.0311718 | val_loss: 0.0311783 | Time: 2806.43 ms
[2020-12-23 06:18:30 main:581] : INFO : Epoch 588 | loss: 0.0311731 | val_loss: 0.0311788 | Time: 2831.05 ms
[2020-12-23 06:18:33 main:581] : INFO : Epoch 589 | loss: 0.0311739 | val_loss: 0.031184 | Time: 2805.43 ms
[2020-12-23 06:18:36 main:581] : INFO : Epoch 590 | loss: 0.0311749 | val_loss: 0.031179 | Time: 2804.54 ms
[2020-12-23 06:18:38 main:581] : INFO : Epoch 591 | loss: 0.0311732 | val_loss: 0.0311816 | Time: 2812.9 ms
[2020-12-23 06:18:41 main:581] : INFO : Epoch 592 | loss: 0.0311722 | val_loss: 0.0311798 | Time: 2801.21 ms
[2020-12-23 06:18:44 main:581] : INFO : Epoch 593 | loss: 0.0311727 | val_loss: 0.0311809 | Time: 2805.29 ms
[2020-12-23 06:18:47 main:581] : INFO : Epoch 594 | loss: 0.0311717 | val_loss: 0.0311809 | Time: 2810.03 ms
[2020-12-23 06:18:50 main:581] : INFO : Epoch 595 | loss: 0.0311717 | val_loss: 0.0311785 | Time: 2812 ms
[2020-12-23 06:18:52 main:581] : INFO : Epoch 596 | loss: 0.0311715 | val_loss: 0.0311786 | Time: 2801.8 ms
[2020-12-23 06:18:55 main:581] : INFO : Epoch 597 | loss: 0.031172 | val_loss: 0.03118 | Time: 2805.68 ms
[2020-12-23 06:18:58 main:581] : INFO : Epoch 598 | loss: 0.0311747 | val_loss: 0.0311905 | Time: 2807.6 ms
[2020-12-23 06:19:01 main:581] : INFO : Epoch 599 | loss: 0.0311748 | val_loss: 0.0311803 | Time: 2846.82 ms
[2020-12-23 06:19:04 main:581] : INFO : Epoch 600 | loss: 0.0311712 | val_loss: 0.03118 | Time: 2804.71 ms
[2020-12-23 06:19:07 main:581] : INFO : Epoch 601 | loss: 0.0311715 | val_loss: 0.0311825 | Time: 2793.11 ms
[2020-12-23 06:19:09 main:581] : INFO : Epoch 602 | loss: 0.0311727 | val_loss: 0.0311837 | Time: 2808.66 ms
[2020-12-23 06:19:12 main:581] : INFO : Epoch 603 | loss: 0.0311765 | val_loss: 0.0311827 | Time: 2806.55 ms
[2020-12-23 06:19:15 main:581] : INFO : Epoch 604 | loss: 0.0311741 | val_loss: 0.031184 | Time: 2806.34 ms
[2020-12-23 06:19:18 main:581] : INFO : Epoch 605 | loss: 0.0311731 | val_loss: 0.0311811 | Time: 2804.14 ms
[2020-12-23 06:19:21 main:581] : INFO : Epoch 606 | loss: 0.0311713 | val_loss: 0.0311801 | Time: 2806.55 ms
[2020-12-23 06:19:23 main:581] : INFO : Epoch 607 | loss: 0.0311701 | val_loss: 0.0311801 | Time: 2806.01 ms
[2020-12-23 06:19:26 main:581] : INFO : Epoch 608 | loss: 0.0311712 | val_loss: 0.0311829 | Time: 2806.09 ms
[2020-12-23 06:19:29 main:581] : INFO : Epoch 609 | loss: 0.0311709 | val_loss: 0.0311799 | Time: 2806.46 ms
[2020-12-23 06:19:32 main:581] : INFO : Epoch 610 | loss: 0.0311713 | val_loss: 0.0311808 | Time: 2825.25 ms
[2020-12-23 06:19:35 main:581] : INFO : Epoch 611 | loss: 0.0311705 | val_loss: 0.03118 | Time: 2807.83 ms
[2020-12-23 06:19:37 main:581] : INFO : Epoch 612 | loss: 0.0311694 | val_loss: 0.0311802 | Time: 2800.96 ms
[2020-12-23 06:19:40 main:581] : INFO : Epoch 613 | loss: 0.0311693 | val_loss: 0.0311802 | Time: 2808.25 ms
[2020-12-23 06:19:43 main:581] : INFO : Epoch 614 | loss: 0.0311699 | val_loss: 0.0311812 | Time: 2807.06 ms
[2020-12-23 06:19:46 main:581] : INFO : Epoch 615 | loss: 0.0311686 | val_loss: 0.0311805 | Time: 2801.89 ms
[2020-12-23 06:19:49 main:581] : INFO : Epoch 616 | loss: 0.0311691 | val_loss: 0.0311815 | Time: 2810.49 ms
[2020-12-23 06:19:51 main:581] : INFO : Epoch 617 | loss: 0.0311696 | val_loss: 0.0311822 | Time: 2809.41 ms
[2020-12-23 06:19:54 main:581] : INFO : Epoch 618 | loss: 0.0311705 | val_loss: 0.0311817 | Time: 2806.96 ms
[2020-12-23 06:19:57 main:581] : INFO : Epoch 619 | loss: 0.0311706 | val_loss: 0.0311831 | Time: 2806.05 ms
[2020-12-23 06:20:00 main:581] : INFO : Epoch 620 | loss: 0.0311696 | val_loss: 0.0311876 | Time: 2831.53 ms
[2020-12-23 06:20:03 main:581] : INFO : Epoch 621 | loss: 0.0311701 | val_loss: 0.0311822 | Time: 2809.31 ms
[2020-12-23 06:20:06 main:581] : INFO : Epoch 622 | loss: 0.0311706 | val_loss: 0.0311856 | Time: 2810.31 ms
[2020-12-23 06:20:08 main:581] : INFO : Epoch 623 | loss: 0.0311721 | val_loss: 0.0311835 | Time: 2811.36 ms
[2020-12-23 06:20:11 main:581] : INFO : Epoch 624 | loss: 0.0311703 | val_loss: 0.0311827 | Time: 2809.97 ms
[2020-12-23 06:20:14 main:581] : INFO : Epoch 625 | loss: 0.0311693 | val_loss: 0.0311845 | Time: 2810.72 ms
[2020-12-23 06:20:17 main:581] : INFO : Epoch 626 | loss: 0.031169 | val_loss: 0.0311799 | Time: 2808.43 ms
[2020-12-23 06:20:20 main:581] : INFO : Epoch 627 | loss: 0.031169 | val_loss: 0.0311814 | Time: 2809.36 ms
[2020-12-23 06:20:22 main:581] : INFO : Epoch 628 | loss: 0.0311687 | val_loss: 0.0311842 | Time: 2805.77 ms
[2020-12-23 06:20:25 main:581] : INFO : Epoch 629 | loss: 0.0311716 | val_loss: 0.0311826 | Time: 2804.8 ms
[2020-12-23 06:20:28 main:581] : INFO : Epoch 630 | loss: 0.0311684 | val_loss: 0.0311801 | Time: 2811.7 ms
[2020-12-23 06:20:31 main:581] : INFO : Epoch 631 | loss: 0.031169 | val_loss: 0.0311818 | Time: 2830.1 ms
[2020-12-23 06:20:34 main:581] : INFO : Epoch 632 | loss: 0.0311708 | val_loss: 0.0311795 | Time: 2807.91 ms
[2020-12-23 06:20:36 main:581] : INFO : Epoch 633 | loss: 0.0311692 | val_loss: 0.0311793 | Time: 2807.39 ms
[2020-12-23 06:20:39 main:581] : INFO : Epoch 634 | loss: 0.0311679 | val_loss: 0.031178 | Time: 2808.03 ms
[2020-12-23 06:20:42 main:581] : INFO : Epoch 635 | loss: 0.0311663 | val_loss: 0.0311785 | Time: 2795.29 ms
[2020-12-23 06:20:45 main:581] : INFO : Epoch 636 | loss: 0.031167 | val_loss: 0.0311809 | Time: 2805.37 ms
[2020-12-23 06:20:48 main:581] : INFO : Epoch 637 | loss: 0.031167 | val_loss: 0.0311799 | Time: 2808.97 ms
[2020-12-23 06:20:50 main:581] : INFO : Epoch 638 | loss: 0.0311668 | val_loss: 0.0311783 | Time: 2806.34 ms
[2020-12-23 06:20:53 main:581] : INFO : Epoch 639 | loss: 0.0311666 | val_loss: 0.0311785 | Time: 2806.66 ms
[2020-12-23 06:20:56 main:581] : INFO : Epoch 640 | loss: 0.0311658 | val_loss: 0.0311798 | Time: 2809.04 ms
[2020-12-23 06:20:59 main:581] : INFO : Epoch 641 | loss: 0.0311658 | val_loss: 0.0311806 | Time: 2803.85 ms
[2020-12-23 06:21:02 main:581] : INFO : Epoch 642 | loss: 0.0311664 | val_loss: 0.0311801 | Time: 2848.52 ms
[2020-12-23 06:21:05 main:581] : INFO : Epoch 643 | loss: 0.0311672 | val_loss: 0.0311802 | Time: 2805.64 ms
[2020-12-23 06:21:07 main:581] : INFO : Epoch 644 | loss: 0.0311681 | val_loss: 0.0311804 | Time: 2794.62 ms
[2020-12-23 06:21:10 main:581] : INFO : Epoch 645 | loss: 0.0311688 | val_loss: 0.0311846 | Time: 2803.53 ms
[2020-12-23 06:21:13 main:581] : INFO : Epoch 646 | loss: 0.0311672 | val_loss: 0.0311827 | Time: 2803.39 ms
[2020-12-23 06:21:16 main:581] : INFO : Epoch 647 | loss: 0.0311673 | val_loss: 0.0311875 | Time: 2801.72 ms
[2020-12-23 06:21:19 main:581] : INFO : Epoch 648 | loss: 0.0311679 | val_loss: 0.0311792 | Time: 2798.64 ms
[2020-12-23 06:21:21 main:581] : INFO : Epoch 649 | loss: 0.0311648 | val_loss: 0.0311794 | Time: 2801.55 ms
[2020-12-23 06:21:24 main:581] : INFO : Epoch 650 | loss: 0.0311653 | val_loss: 0.0311801 | Time: 2803.54 ms
[2020-12-23 06:21:27 main:581] : INFO : Epoch 651 | loss: 0.031166 | val_loss: 0.0311804 | Time: 2803.63 ms
[2020-12-23 06:21:30 main:581] : INFO : Epoch 652 | loss: 0.0311658 | val_loss: 0.0311788 | Time: 2810.18 ms
[2020-12-23 06:21:33 main:581] : INFO : Epoch 653 | loss: 0.0311657 | val_loss: 0.0311806 | Time: 2805.67 ms
[2020-12-23 06:21:35 main:581] : INFO : Epoch 654 | loss: 0.0311677 | val_loss: 0.0311825 | Time: 2800.87 ms
[2020-12-23 06:21:38 main:581] : INFO : Epoch 655 | loss: 0.0311688 | val_loss: 0.0311811 | Time: 2803.64 ms
[2020-12-23 06:21:41 main:581] : INFO : Epoch 656 | loss: 0.0311688 | val_loss: 0.0311809 | Time: 2803.47 ms
[2020-12-23 06:21:44 main:581] : INFO : Epoch 657 | loss: 0.031169 | val_loss: 0.0311825 | Time: 2808.84 ms
[2020-12-23 06:21:47 main:581] : INFO : Epoch 658 | loss: 0.0311709 | val_loss: 0.0311799 | Time: 2807.91 ms
[2020-12-23 06:21:49 main:581] : INFO : Epoch 659 | loss: 0.0311717 | val_loss: 0.0311804 | Time: 2808.29 ms
[2020-12-23 06:21:52 main:581] : INFO : Epoch 660 | loss: 0.0311701 | val_loss: 0.031179 | Time: 2808.78 ms
[2020-12-23 06:21:55 main:581] : INFO : Epoch 661 | loss: 0.0311697 | val_loss: 0.0311814 | Time: 2807.05 ms
[2020-12-23 06:21:58 main:581] : INFO : Epoch 662 | loss: 0.0311705 | val_loss: 0.0311833 | Time: 2803.66 ms
[2020-12-23 06:22:01 main:581] : INFO : Epoch 663 | loss: 0.0311714 | val_loss: 0.0311792 | Time: 2850.3 ms
[2020-12-23 06:22:04 main:581] : INFO : Epoch 664 | loss: 0.0311707 | val_loss: 0.0311799 | Time: 2807.03 ms
[2020-12-23 06:22:06 main:581] : INFO : Epoch 665 | loss: 0.0311701 | val_loss: 0.0311799 | Time: 2807.97 ms
[2020-12-23 06:22:09 main:581] : INFO : Epoch 666 | loss: 0.0311697 | val_loss: 0.0311803 | Time: 2801.82 ms
[2020-12-23 06:22:12 main:581] : INFO : Epoch 667 | loss: 0.0311691 | val_loss: 0.03118 | Time: 2802.9 ms
[2020-12-23 06:22:15 main:581] : INFO : Epoch 668 | loss: 0.0311679 | val_loss: 0.0311792 | Time: 2790.9 ms
[2020-12-23 06:22:18 main:581] : INFO : Epoch 669 | loss: 0.0311669 | val_loss: 0.031179 | Time: 2809.17 ms
[2020-12-23 06:22:20 main:581] : INFO : Epoch 670 | loss: 0.031167 | val_loss: 0.0311804 | Time: 2804.78 ms
[2020-12-23 06:22:23 main:581] : INFO : Epoch 671 | loss: 0.0311673 | val_loss: 0.0311779 | Time: 2805.86 ms
[2020-12-23 06:22:26 main:581] : INFO : Epoch 672 | loss: 0.0311686 | val_loss: 0.0311819 | Time: 2803.79 ms
[2020-12-23 06:22:29 main:581] : INFO : Epoch 673 | loss: 0.0311692 | val_loss: 0.0311811 | Time: 2804.09 ms
[2020-12-23 06:22:32 main:581] : INFO : Epoch 674 | loss: 0.0311698 | val_loss: 0.0311832 | Time: 2830.45 ms
[2020-12-23 06:22:34 main:581] : INFO : Epoch 675 | loss: 0.0311702 | val_loss: 0.0311825 | Time: 2809.23 ms
[2020-12-23 06:22:37 main:581] : INFO : Epoch 676 | loss: 0.0311682 | val_loss: 0.0311801 | Time: 2809.23 ms
[2020-12-23 06:22:40 main:581] : INFO : Epoch 677 | loss: 0.0311686 | val_loss: 0.0311808 | Time: 2809.07 ms
[2020-12-23 06:22:43 main:581] : INFO : Epoch 678 | loss: 0.0311692 | val_loss: 0.0311807 | Time: 2806.68 ms
[2020-12-23 06:22:46 main:581] : INFO : Epoch 679 | loss: 0.0311674 | val_loss: 0.0311798 | Time: 2810.18 ms
[2020-12-23 06:22:48 main:581] : INFO : Epoch 680 | loss: 0.0311669 | val_loss: 0.0311828 | Time: 2798.37 ms
[2020-12-23 06:22:51 main:581] : INFO : Epoch 681 | loss: 0.0311679 | val_loss: 0.0311845 | Time: 2801.09 ms
[2020-12-23 06:22:54 main:581] : INFO : Epoch 682 | loss: 0.0311681 | val_loss: 0.0311835 | Time: 2803.48 ms
[2020-12-23 06:22:57 main:581] : INFO : Epoch 683 | loss: 0.0311669 | val_loss: 0.0311855 | Time: 2807.42 ms
[2020-12-23 06:23:00 main:581] : INFO : Epoch 684 | loss: 0.0311662 | val_loss: 0.0311829 | Time: 2823.65 ms
[2020-12-23 06:23:02 main:581] : INFO : Epoch 685 | loss: 0.0311667 | val_loss: 0.031181 | Time: 2805.82 ms
[2020-12-23 06:23:05 main:581] : INFO : Epoch 686 | loss: 0.0311667 | val_loss: 0.0311831 | Time: 2810 ms
[2020-12-23 06:23:08 main:581] : INFO : Epoch 687 | loss: 0.031168 | val_loss: 0.0311863 | Time: 2809.25 ms
[2020-12-23 06:23:11 main:581] : INFO : Epoch 688 | loss: 0.0311705 | val_loss: 0.0311852 | Time: 2807.18 ms
[2020-12-23 06:23:14 main:581] : INFO : Epoch 689 | loss: 0.0311711 | val_loss: 0.0311832 | Time: 2808.95 ms
[2020-12-23 06:23:17 main:581] : INFO : Epoch 690 | loss: 0.0311699 | val_loss: 0.0311851 | Time: 2809.69 ms
[2020-12-23 06:23:19 main:581] : INFO : Epoch 691 | loss: 0.0311715 | val_loss: 0.0311804 | Time: 2810 ms
[2020-12-23 06:23:22 main:581] : INFO : Epoch 692 | loss: 0.0311727 | val_loss: 0.0311867 | Time: 2810.12 ms
[2020-12-23 06:23:25 main:581] : INFO : Epoch 693 | loss: 0.0311744 | val_loss: 0.0311847 | Time: 2808.41 ms
[2020-12-23 06:23:28 main:581] : INFO : Epoch 694 | loss: 0.0311731 | val_loss: 0.0311826 | Time: 2805.3 ms
[2020-12-23 06:23:31 main:581] : INFO : Epoch 695 | loss: 0.0311752 | val_loss: 0.0311854 | Time: 2822.94 ms
[2020-12-23 06:23:33 main:581] : INFO : Epoch 696 | loss: 0.0311741 | val_loss: 0.0311847 | Time: 2814.88 ms
[2020-12-23 06:23:36 main:581] : INFO : Epoch 697 | loss: 0.0311733 | val_loss: 0.031187 | Time: 2812.74 ms
[2020-12-23 06:23:39 main:581] : INFO : Epoch 698 | loss: 0.0311734 | val_loss: 0.0311863 | Time: 2805.72 ms
[2020-12-23 06:23:42 main:581] : INFO : Epoch 699 | loss: 0.0311749 | val_loss: 0.0311943 | Time: 2809.15 ms
[2020-12-23 06:23:45 main:581] : INFO : Epoch 700 | loss: 0.0311749 | val_loss: 0.0311834 | Time: 2807.86 ms
[2020-12-23 06:23:47 main:581] : INFO : Epoch 701 | loss: 0.0311726 | val_loss: 0.0311852 | Time: 2799.99 ms
[2020-12-23 06:23:50 main:581] : INFO : Epoch 702 | loss: 0.0311718 | val_loss: 0.0311866 | Time: 2811.28 ms
[2020-12-23 06:23:53 main:581] : INFO : Epoch 703 | loss: 0.0311708 | val_loss: 0.0311926 | Time: 2812.12 ms
[2020-12-23 06:23:56 main:581] : INFO : Epoch 704 | loss: 0.0311725 | val_loss: 0.0311837 | Time: 2807.88 ms
[2020-12-23 06:23:59 main:581] : INFO : Epoch 705 | loss: 0.0311696 | val_loss: 0.0311854 | Time: 2798.5 ms
[2020-12-23 06:24:01 main:581] : INFO : Epoch 706 | loss: 0.0311732 | val_loss: 0.031186 | Time: 2845.71 ms
[2020-12-23 06:24:04 main:581] : INFO : Epoch 707 | loss: 0.0311737 | val_loss: 0.0311834 | Time: 2808.27 ms
[2020-12-23 06:24:07 main:581] : INFO : Epoch 708 | loss: 0.0311722 | val_loss: 0.0311871 | Time: 2807.66 ms
[2020-12-23 06:24:10 main:581] : INFO : Epoch 709 | loss: 0.0311725 | val_loss: 0.0311868 | Time: 2801.15 ms
[2020-12-23 06:24:13 main:581] : INFO : Epoch 710 | loss: 0.0311707 | val_loss: 0.031184 | Time: 2798.42 ms
[2020-12-23 06:24:16 main:581] : INFO : Epoch 711 | loss: 0.0311703 | val_loss: 0.0311851 | Time: 2814.2 ms
[2020-12-23 06:24:18 main:581] : INFO : Epoch 712 | loss: 0.0311707 | val_loss: 0.0311864 | Time: 2800.23 ms
[2020-12-23 06:24:21 main:581] : INFO : Epoch 713 | loss: 0.0311755 | val_loss: 0.031187 | Time: 2805.34 ms
[2020-12-23 06:24:24 main:581] : INFO : Epoch 714 | loss: 0.0311749 | val_loss: 0.031182 | Time: 2804.56 ms
[2020-12-23 06:24:27 main:581] : INFO : Epoch 715 | loss: 0.0311733 | val_loss: 0.0311817 | Time: 2807.39 ms
[2020-12-23 06:24:30 main:581] : INFO : Epoch 716 | loss: 0.031174 | val_loss: 0.0311819 | Time: 2806.14 ms
[2020-12-23 06:24:32 main:581] : INFO : Epoch 717 | loss: 0.0311719 | val_loss: 0.0311838 | Time: 2809.59 ms
[2020-12-23 06:24:35 main:581] : INFO : Epoch 718 | loss: 0.0311709 | val_loss: 0.0311813 | Time: 2813.58 ms
[2020-12-23 06:24:38 main:581] : INFO : Epoch 719 | loss: 0.031172 | val_loss: 0.0311856 | Time: 2805.95 ms
[2020-12-23 06:24:41 main:581] : INFO : Epoch 720 | loss: 0.0311723 | val_loss: 0.0311838 | Time: 2809.7 ms
[2020-12-23 06:24:44 main:581] : INFO : Epoch 721 | loss: 0.0311688 | val_loss: 0.0311842 | Time: 2809.45 ms
[2020-12-23 06:24:46 main:581] : INFO : Epoch 722 | loss: 0.0311705 | val_loss: 0.0311815 | Time: 2810.93 ms
[2020-12-23 06:24:49 main:581] : INFO : Epoch 723 | loss: 0.0311731 | val_loss: 0.0311903 | Time: 2804.01 ms
[2020-12-23 06:24:52 main:581] : INFO : Epoch 724 | loss: 0.0311735 | val_loss: 0.0311843 | Time: 2805.53 ms
[2020-12-23 06:24:55 main:581] : INFO : Epoch 725 | loss: 0.0311691 | val_loss: 0.0311813 | Time: 2806.14 ms
[2020-12-23 06:24:58 main:581] : INFO : Epoch 726 | loss: 0.0311682 | val_loss: 0.0311814 | Time: 2806.24 ms
[2020-12-23 06:25:00 main:581] : INFO : Epoch 727 | loss: 0.0311736 | val_loss: 0.0311849 | Time: 2843.05 ms
[2020-12-23 06:25:03 main:581] : INFO : Epoch 728 | loss: 0.0311772 | val_loss: 0.0311863 | Time: 2809.7 ms
[2020-12-23 06:25:06 main:581] : INFO : Epoch 729 | loss: 0.031178 | val_loss: 0.0311845 | Time: 2809.49 ms
[2020-12-23 06:25:09 main:581] : INFO : Epoch 730 | loss: 0.0311771 | val_loss: 0.0311866 | Time: 2806.48 ms
[2020-12-23 06:25:12 main:581] : INFO : Epoch 731 | loss: 0.0311734 | val_loss: 0.0311838 | Time: 2799.37 ms
[2020-12-23 06:25:15 main:581] : INFO : Epoch 732 | loss: 0.0311732 | val_loss: 0.0311843 | Time: 2809.77 ms
[2020-12-23 06:25:17 main:581] : INFO : Epoch 733 | loss: 0.0311732 | val_loss: 0.0311834 | Time: 2804.39 ms
[2020-12-23 06:25:20 main:581] : INFO : Epoch 734 | loss: 0.0311733 | val_loss: 0.0311833 | Time: 2802.76 ms
[2020-12-23 06:25:23 main:581] : INFO : Epoch 735 | loss: 0.0311726 | val_loss: 0.0311847 | Time: 2807.12 ms
[2020-12-23 06:25:26 main:581] : INFO : Epoch 736 | loss: 0.0311713 | val_loss: 0.0311817 | Time: 2802.22 ms
[2020-12-23 06:25:29 main:581] : INFO : Epoch 737 | loss: 0.0311707 | val_loss: 0.0311864 | Time: 2801.8 ms
[2020-12-23 06:25:31 main:581] : INFO : Epoch 738 | loss: 0.0311726 | val_loss: 0.0311869 | Time: 2825.44 ms
[2020-12-23 06:25:34 main:581] : INFO : Epoch 739 | loss: 0.0311715 | val_loss: 0.0311827 | Time: 2803.04 ms
[2020-12-23 06:25:37 main:581] : INFO : Epoch 740 | loss: 0.0311711 | val_loss: 0.0311822 | Time: 2804.45 ms
[2020-12-23 06:25:40 main:581] : INFO : Epoch 741 | loss: 0.0311725 | val_loss: 0.0311807 | Time: 2800.8 ms
[2020-12-23 06:25:43 main:581] : INFO : Epoch 742 | loss: 0.0311734 | val_loss: 0.0311843 | Time: 2803.53 ms
[2020-12-23 06:25:45 main:581] : INFO : Epoch 743 | loss: 0.0311722 | val_loss: 0.0311829 | Time: 2803.23 ms
[2020-12-23 06:25:48 main:581] : INFO : Epoch 744 | loss: 0.0311718 | val_loss: 0.031182 | Time: 2802.55 ms
[2020-12-23 06:25:51 main:581] : INFO : Epoch 745 | loss: 0.031173 | val_loss: 0.0311846 | Time: 2800.04 ms
[2020-12-23 06:25:54 main:581] : INFO : Epoch 746 | loss: 0.0311731 | val_loss: 0.0311794 | Time: 2802.34 ms
[2020-12-23 06:25:57 main:581] : INFO : Epoch 747 | loss: 0.0311715 | val_loss: 0.0311796 | Time: 2802.11 ms
[2020-12-23 06:25:59 main:581] : INFO : Epoch 748 | loss: 0.0311711 | val_loss: 0.0311804 | Time: 2802.38 ms
[2020-12-23 06:26:02 main:581] : INFO : Epoch 749 | loss: 0.0311707 | val_loss: 0.03118 | Time: 2854.99 ms
[2020-12-23 06:26:05 main:581] : INFO : Epoch 750 | loss: 0.0311706 | val_loss: 0.0311793 | Time: 2808.67 ms
[2020-12-23 06:26:08 main:581] : INFO : Epoch 751 | loss: 0.0311694 | val_loss: 0.031181 | Time: 2803.73 ms
[2020-12-23 06:26:11 main:581] : INFO : Epoch 752 | loss: 0.0311704 | val_loss: 0.0311809 | Time: 2810.21 ms
[2020-12-23 06:26:13 main:581] : INFO : Epoch 753 | loss: 0.0311717 | val_loss: 0.031181 | Time: 2810.67 ms
[2020-12-23 06:26:16 main:581] : INFO : Epoch 754 | loss: 0.0311718 | val_loss: 0.0311769 | Time: 2809.35 ms
[2020-12-23 06:26:19 main:581] : INFO : Epoch 755 | loss: 0.0311752 | val_loss: 0.0311797 | Time: 2808.82 ms
[2020-12-23 06:26:22 main:581] : INFO : Epoch 756 | loss: 0.031175 | val_loss: 0.0311784 | Time: 2810.65 ms
[2020-12-23 06:26:25 main:581] : INFO : Epoch 757 | loss: 0.0311719 | val_loss: 0.0311777 | Time: 2810.51 ms
[2020-12-23 06:26:28 main:581] : INFO : Epoch 758 | loss: 0.0311712 | val_loss: 0.0311755 | Time: 2802.71 ms
[2020-12-23 06:26:30 main:581] : INFO : Epoch 759 | loss: 0.0311708 | val_loss: 0.031176 | Time: 2831.83 ms
[2020-12-23 06:26:33 main:581] : INFO : Epoch 760 | loss: 0.0311692 | val_loss: 0.0311765 | Time: 2806.6 ms
[2020-12-23 06:26:36 main:581] : INFO : Epoch 761 | loss: 0.031169 | val_loss: 0.0311781 | Time: 2806.03 ms
[2020-12-23 06:26:39 main:581] : INFO : Epoch 762 | loss: 0.0311713 | val_loss: 0.0311785 | Time: 2807.51 ms
[2020-12-23 06:26:42 main:581] : INFO : Epoch 763 | loss: 0.0311703 | val_loss: 0.0311788 | Time: 2805.64 ms
[2020-12-23 06:26:44 main:581] : INFO : Epoch 764 | loss: 0.031171 | val_loss: 0.0311798 | Time: 2810.38 ms
[2020-12-23 06:26:47 main:581] : INFO : Epoch 765 | loss: 0.0311722 | val_loss: 0.0311773 | Time: 2803.95 ms
[2020-12-23 06:26:50 main:581] : INFO : Epoch 766 | loss: 0.0311701 | val_loss: 0.0311776 | Time: 2802.01 ms
[2020-12-23 06:26:53 main:581] : INFO : Epoch 767 | loss: 0.0311695 | val_loss: 0.0311786 | Time: 2806.84 ms
[2020-12-23 06:26:56 main:581] : INFO : Epoch 768 | loss: 0.0311693 | val_loss: 0.0311828 | Time: 2809.12 ms
[2020-12-23 06:26:58 main:581] : INFO : Epoch 769 | loss: 0.0311744 | val_loss: 0.0311819 | Time: 2808.39 ms
[2020-12-23 06:27:01 main:581] : INFO : Epoch 770 | loss: 0.0311724 | val_loss: 0.0311822 | Time: 2852.59 ms
[2020-12-23 06:27:04 main:581] : INFO : Epoch 771 | loss: 0.0311713 | val_loss: 0.0311835 | Time: 2808.81 ms
[2020-12-23 06:27:07 main:581] : INFO : Epoch 772 | loss: 0.0311704 | val_loss: 0.0311839 | Time: 2803.55 ms
[2020-12-23 06:27:10 main:581] : INFO : Epoch 773 | loss: 0.0311734 | val_loss: 0.0311813 | Time: 2794.75 ms
[2020-12-23 06:27:12 main:581] : INFO : Epoch 774 | loss: 0.0311699 | val_loss: 0.0311778 | Time: 2802.57 ms
[2020-12-23 06:27:15 main:581] : INFO : Epoch 775 | loss: 0.0311703 | val_loss: 0.0311774 | Time: 2793.21 ms
[2020-12-23 06:27:18 main:581] : INFO : Epoch 776 | loss: 0.0311711 | val_loss: 0.0311793 | Time: 2801.13 ms
[2020-12-23 06:27:21 main:581] : INFO : Epoch 777 | loss: 0.0311707 | val_loss: 0.0311878 | Time: 2804.56 ms
[2020-12-23 06:27:24 main:581] : INFO : Epoch 778 | loss: 0.0311784 | val_loss: 0.0311844 | Time: 2795.47 ms
[2020-12-23 06:27:26 main:581] : INFO : Epoch 779 | loss: 0.0311774 | val_loss: 0.0311852 | Time: 2802.02 ms
[2020-12-23 06:27:29 main:581] : INFO : Epoch 780 | loss: 0.0311757 | val_loss: 0.0311882 | Time: 2792.37 ms
[2020-12-23 06:27:32 main:581] : INFO : Epoch 781 | loss: 0.0311738 | val_loss: 0.0311832 | Time: 2824.07 ms
[2020-12-23 06:27:35 main:581] : INFO : Epoch 782 | loss: 0.0311737 | val_loss: 0.0311842 | Time: 2805.71 ms
[2020-12-23 06:27:38 main:581] : INFO : Epoch 783 | loss: 0.0311725 | val_loss: 0.0311819 | Time: 2801.65 ms
[2020-12-23 06:27:41 main:581] : INFO : Epoch 784 | loss: 0.0311723 | val_loss: 0.0311881 | Time: 2808.09 ms
[2020-12-23 06:27:43 main:581] : INFO : Epoch 785 | loss: 0.0311736 | val_loss: 0.0311842 | Time: 2799.67 ms
[2020-12-23 06:27:46 main:581] : INFO : Epoch 786 | loss: 0.0311721 | val_loss: 0.0311844 | Time: 2807.46 ms
[2020-12-23 06:27:49 main:581] : INFO : Epoch 787 | loss: 0.0311746 | val_loss: 0.0311862 | Time: 2809.5 ms
[2020-12-23 06:27:52 main:581] : INFO : Epoch 788 | loss: 0.0311739 | val_loss: 0.0311838 | Time: 2810.57 ms
[2020-12-23 06:27:55 main:581] : INFO : Epoch 789 | loss: 0.0311762 | val_loss: 0.0311876 | Time: 2806.98 ms
[2020-12-23 06:27:57 main:581] : INFO : Epoch 790 | loss: 0.031177 | val_loss: 0.0311881 | Time: 2794.05 ms
[2020-12-23 06:28:00 main:581] : INFO : Epoch 791 | loss: 0.0311752 | val_loss: 0.031189 | Time: 2846.56 ms
[2020-12-23 06:28:03 main:581] : INFO : Epoch 792 | loss: 0.0311731 | val_loss: 0.0311905 | Time: 2800.03 ms
[2020-12-23 06:28:06 main:581] : INFO : Epoch 793 | loss: 0.031174 | val_loss: 0.0311889 | Time: 2807.09 ms
[2020-12-23 06:28:09 main:581] : INFO : Epoch 794 | loss: 0.0311754 | val_loss: 0.0311896 | Time: 2804.52 ms
[2020-12-23 06:28:11 main:581] : INFO : Epoch 795 | loss: 0.0311716 | val_loss: 0.0311871 | Time: 2802.94 ms
[2020-12-23 06:28:14 main:581] : INFO : Epoch 796 | loss: 0.0311708 | val_loss: 0.031185 | Time: 2806.2 ms
[2020-12-23 06:28:17 main:581] : INFO : Epoch 797 | loss: 0.0311719 | val_loss: 0.0311869 | Time: 2804.97 ms
[2020-12-23 06:28:20 main:581] : INFO : Epoch 798 | loss: 0.0311703 | val_loss: 0.0311886 | Time: 2809.04 ms
[2020-12-23 06:28:23 main:581] : INFO : Epoch 799 | loss: 0.0311733 | val_loss: 0.0311882 | Time: 2804.97 ms
[2020-12-23 06:28:25 main:581] : INFO : Epoch 800 | loss: 0.0311709 | val_loss: 0.0311849 | Time: 2805.76 ms
[2020-12-23 06:28:28 main:581] : INFO : Epoch 801 | loss: 0.0311697 | val_loss: 0.0311834 | Time: 2806.62 ms
[2020-12-23 06:28:31 main:581] : INFO : Epoch 802 | loss: 0.0311717 | val_loss: 0.031192 | Time: 2827.07 ms
[2020-12-23 06:28:34 main:581] : INFO : Epoch 803 | loss: 0.0311701 | val_loss: 0.0311848 | Time: 2805.26 ms
[2020-12-23 06:28:37 main:581] : INFO : Epoch 804 | loss: 0.0311677 | val_loss: 0.0311842 | Time: 2804.06 ms
[2020-12-23 06:28:40 main:581] : INFO : Epoch 805 | loss: 0.0311679 | val_loss: 0.0311842 | Time: 2804.59 ms
[2020-12-23 06:28:42 main:581] : INFO : Epoch 806 | loss: 0.0311672 | val_loss: 0.0311828 | Time: 2808.08 ms
[2020-12-23 06:28:45 main:581] : INFO : Epoch 807 | loss: 0.0311677 | val_loss: 0.0311842 | Time: 2784.5 ms
[2020-12-23 06:28:48 main:581] : INFO : Epoch 808 | loss: 0.0311691 | val_loss: 0.0311843 | Time: 2806.55 ms
[2020-12-23 06:28:51 main:581] : INFO : Epoch 809 | loss: 0.0311757 | val_loss: 0.0311844 | Time: 2811.04 ms
[2020-12-23 06:28:54 main:581] : INFO : Epoch 810 | loss: 0.031172 | val_loss: 0.0311851 | Time: 2807.57 ms
[2020-12-23 06:28:56 main:581] : INFO : Epoch 811 | loss: 0.0311719 | val_loss: 0.0311822 | Time: 2807.5 ms
[2020-12-23 06:28:59 main:581] : INFO : Epoch 812 | loss: 0.0311713 | val_loss: 0.0311819 | Time: 2806.42 ms
[2020-12-23 06:29:02 main:581] : INFO : Epoch 813 | loss: 0.031172 | val_loss: 0.0311879 | Time: 2851.69 ms
[2020-12-23 06:29:05 main:581] : INFO : Epoch 814 | loss: 0.031187 | val_loss: 0.0311929 | Time: 2798.43 ms
[2020-12-23 06:29:08 main:581] : INFO : Epoch 815 | loss: 0.0311903 | val_loss: 0.0311916 | Time: 2802.11 ms
[2020-12-23 06:29:10 main:581] : INFO : Epoch 816 | loss: 0.03119 | val_loss: 0.0311955 | Time: 2802.88 ms
[2020-12-23 06:29:13 main:581] : INFO : Epoch 817 | loss: 0.0311886 | val_loss: 0.0311902 | Time: 2799.41 ms
[2020-12-23 06:29:16 main:581] : INFO : Epoch 818 | loss: 0.0311865 | val_loss: 0.0311911 | Time: 2802.27 ms
[2020-12-23 06:29:19 main:581] : INFO : Epoch 819 | loss: 0.0311897 | val_loss: 0.031198 | Time: 2802.98 ms
[2020-12-23 06:29:22 main:581] : INFO : Epoch 820 | loss: 0.0311918 | val_loss: 0.0311971 | Time: 2804.07 ms
[2020-12-23 06:29:24 main:581] : INFO : Epoch 821 | loss: 0.0311895 | val_loss: 0.0311933 | Time: 2811.6 ms
[2020-12-23 06:29:27 main:581] : INFO : Epoch 822 | loss: 0.0311888 | val_loss: 0.0311952 | Time: 2807.61 ms
[2020-12-23 06:29:30 main:581] : INFO : Epoch 823 | loss: 0.0311883 | val_loss: 0.0311923 | Time: 2832.24 ms
[2020-12-23 06:29:33 main:581] : INFO : Epoch 824 | loss: 0.0311866 | val_loss: 0.031192 | Time: 2806.46 ms
[2020-12-23 06:29:36 main:581] : INFO : Epoch 825 | loss: 0.0311853 | val_loss: 0.0311925 | Time: 2806.61 ms
[2020-12-23 06:29:38 main:581] : INFO : Epoch 826 | loss: 0.0311853 | val_loss: 0.0311914 | Time: 2804.66 ms
[2020-12-23 06:29:41 main:581] : INFO : Epoch 827 | loss: 0.031187 | val_loss: 0.0311948 | Time: 2807.31 ms
[2020-12-23 06:29:44 main:581] : INFO : Epoch 828 | loss: 0.0311871 | val_loss: 0.0311899 | Time: 2799.79 ms
[2020-12-23 06:29:47 main:581] : INFO : Epoch 829 | loss: 0.0311845 | val_loss: 0.0311903 | Time: 2808.99 ms
[2020-12-23 06:29:50 main:581] : INFO : Epoch 830 | loss: 0.0311839 | val_loss: 0.0311937 | Time: 2806.31 ms
[2020-12-23 06:29:53 main:581] : INFO : Epoch 831 | loss: 0.0311836 | val_loss: 0.0311891 | Time: 2808.44 ms
[2020-12-23 06:29:55 main:581] : INFO : Epoch 832 | loss: 0.0311831 | val_loss: 0.0311907 | Time: 2809.28 ms
[2020-12-23 06:29:58 main:581] : INFO : Epoch 833 | loss: 0.0311849 | val_loss: 0.031197 | Time: 2807.15 ms
[2020-12-23 06:30:01 main:581] : INFO : Epoch 834 | loss: 0.0311842 | val_loss: 0.031192 | Time: 2847.96 ms
[2020-12-23 06:30:04 main:581] : INFO : Epoch 835 | loss: 0.0311822 | val_loss: 0.0311906 | Time: 2790.37 ms
[2020-12-23 06:30:07 main:581] : INFO : Epoch 836 | loss: 0.0311821 | val_loss: 0.0311898 | Time: 2808.53 ms
[2020-12-23 06:30:09 main:581] : INFO : Epoch 837 | loss: 0.0311817 | val_loss: 0.0311908 | Time: 2806.06 ms
[2020-12-23 06:30:12 main:581] : INFO : Epoch 838 | loss: 0.0311813 | val_loss: 0.0311907 | Time: 2801.44 ms
[2020-12-23 06:30:15 main:581] : INFO : Epoch 839 | loss: 0.0311821 | val_loss: 0.0311956 | Time: 2808.66 ms
[2020-12-23 06:30:18 main:581] : INFO : Epoch 840 | loss: 0.0311819 | val_loss: 0.0311891 | Time: 2800.81 ms
[2020-12-23 06:30:21 main:581] : INFO : Epoch 841 | loss: 0.0311828 | val_loss: 0.0311938 | Time: 2808.88 ms
[2020-12-23 06:30:23 main:581] : INFO : Epoch 842 | loss: 0.0311824 | val_loss: 0.0311896 | Time: 2809.38 ms
[2020-12-23 06:30:26 main:581] : INFO : Epoch 843 | loss: 0.031182 | val_loss: 0.0311913 | Time: 2808.66 ms
[2020-12-23 06:30:29 main:581] : INFO : Epoch 844 | loss: 0.0311806 | val_loss: 0.0311894 | Time: 2808.63 ms
[2020-12-23 06:30:32 main:581] : INFO : Epoch 845 | loss: 0.0311833 | val_loss: 0.0311954 | Time: 2831.45 ms
[2020-12-23 06:30:35 main:581] : INFO : Epoch 846 | loss: 0.0311827 | val_loss: 0.0311926 | Time: 2808.06 ms
[2020-12-23 06:30:37 main:581] : INFO : Epoch 847 | loss: 0.0311825 | val_loss: 0.0311909 | Time: 2807.43 ms
[2020-12-23 06:30:40 main:581] : INFO : Epoch 848 | loss: 0.0311826 | val_loss: 0.0311902 | Time: 2804.25 ms
[2020-12-23 06:30:43 main:581] : INFO : Epoch 849 | loss: 0.0311812 | val_loss: 0.0311901 | Time: 2801.2 ms
[2020-12-23 06:30:46 main:581] : INFO : Epoch 850 | loss: 0.03118 | val_loss: 0.031188 | Time: 2805.01 ms
[2020-12-23 06:30:49 main:581] : INFO : Epoch 851 | loss: 0.0311802 | val_loss: 0.031189 | Time: 2800.97 ms
[2020-12-23 06:30:52 main:581] : INFO : Epoch 852 | loss: 0.0311799 | val_loss: 0.0311912 | Time: 2807.74 ms
[2020-12-23 06:30:54 main:581] : INFO : Epoch 853 | loss: 0.0311801 | val_loss: 0.0311909 | Time: 2795.37 ms
[2020-12-23 06:30:57 main:581] : INFO : Epoch 854 | loss: 0.0311781 | val_loss: 0.0311914 | Time: 2806.03 ms
[2020-12-23 06:31:00 main:581] : INFO : Epoch 855 | loss: 0.0311786 | val_loss: 0.031191 | Time: 2825.85 ms
[2020-12-23 06:31:03 main:581] : INFO : Epoch 856 | loss: 0.0311779 | val_loss: 0.0311911 | Time: 2809.3 ms
[2020-12-23 06:31:06 main:581] : INFO : Epoch 857 | loss: 0.03118 | val_loss: 0.031192 | Time: 2805.76 ms
[2020-12-23 06:31:08 main:581] : INFO : Epoch 858 | loss: 0.0311807 | val_loss: 0.0311921 | Time: 2809.79 ms
[2020-12-23 06:31:11 main:581] : INFO : Epoch 859 | loss: 0.0311793 | val_loss: 0.0311932 | Time: 2802.24 ms
[2020-12-23 06:31:14 main:581] : INFO : Epoch 860 | loss: 0.0311807 | val_loss: 0.0311929 | Time: 2804.2 ms
[2020-12-23 06:31:17 main:581] : INFO : Epoch 861 | loss: 0.0311808 | val_loss: 0.0311894 | Time: 2809.84 ms
[2020-12-23 06:31:20 main:581] : INFO : Epoch 862 | loss: 0.0311805 | val_loss: 0.0311904 | Time: 2805.6 ms
[2020-12-23 06:31:22 main:581] : INFO : Epoch 863 | loss: 0.0311791 | val_loss: 0.0311906 | Time: 2801.91 ms
[2020-12-23 06:31:25 main:581] : INFO : Epoch 864 | loss: 0.03118 | val_loss: 0.0311892 | Time: 2806.55 ms
[2020-12-23 06:31:28 main:581] : INFO : Epoch 865 | loss: 0.0311829 | val_loss: 0.0311905 | Time: 2806.28 ms
[2020-12-23 06:31:31 main:581] : INFO : Epoch 866 | loss: 0.0311796 | val_loss: 0.0311918 | Time: 2831.7 ms
[2020-12-23 06:31:34 main:581] : INFO : Epoch 867 | loss: 0.0311781 | val_loss: 0.031188 | Time: 2806.95 ms
[2020-12-23 06:31:36 main:581] : INFO : Epoch 868 | loss: 0.0311791 | val_loss: 0.0311946 | Time: 2808.27 ms
[2020-12-23 06:31:39 main:581] : INFO : Epoch 869 | loss: 0.0311782 | val_loss: 0.0311909 | Time: 2805.98 ms
[2020-12-23 06:31:42 main:581] : INFO : Epoch 870 | loss: 0.0311771 | val_loss: 0.0311906 | Time: 2807.28 ms
[2020-12-23 06:31:45 main:581] : INFO : Epoch 871 | loss: 0.0311791 | val_loss: 0.0311917 | Time: 2803.48 ms
[2020-12-23 06:31:48 main:581] : INFO : Epoch 872 | loss: 0.0311866 | val_loss: 0.0311925 | Time: 2802.68 ms
[2020-12-23 06:31:50 main:581] : INFO : Epoch 873 | loss: 0.0311902 | val_loss: 0.0311934 | Time: 2804.91 ms
[2020-12-23 06:31:53 main:581] : INFO : Epoch 874 | loss: 0.0311908 | val_loss: 0.0311921 | Time: 2800.69 ms
[2020-12-23 06:31:56 main:581] : INFO : Epoch 875 | loss: 0.0311911 | val_loss: 0.0311894 | Time: 2805.07 ms
[2020-12-23 06:31:59 main:581] : INFO : Epoch 876 | loss: 0.0311887 | val_loss: 0.0311905 | Time: 2804.72 ms
[2020-12-23 06:32:02 main:581] : INFO : Epoch 877 | loss: 0.0311881 | val_loss: 0.031198 | Time: 2849.83 ms
[2020-12-23 06:32:05 main:581] : INFO : Epoch 878 | loss: 0.0311907 | val_loss: 0.0311912 | Time: 2809.08 ms
[2020-12-23 06:32:07 main:581] : INFO : Epoch 879 | loss: 0.0311875 | val_loss: 0.0311918 | Time: 2805.47 ms
[2020-12-23 06:32:10 main:581] : INFO : Epoch 880 | loss: 0.0311878 | val_loss: 0.0311921 | Time: 2803.85 ms
[2020-12-23 06:32:13 main:581] : INFO : Epoch 881 | loss: 0.0311875 | val_loss: 0.031192 | Time: 2807.35 ms
[2020-12-23 06:32:16 main:581] : INFO : Epoch 882 | loss: 0.0311867 | val_loss: 0.0311958 | Time: 2805.93 ms
[2020-12-23 06:32:19 main:581] : INFO : Epoch 883 | loss: 0.0311879 | val_loss: 0.0311921 | Time: 2803.8 ms
[2020-12-23 06:32:21 main:581] : INFO : Epoch 884 | loss: 0.0311881 | val_loss: 0.0311911 | Time: 2802.11 ms
[2020-12-23 06:32:24 main:581] : INFO : Epoch 885 | loss: 0.031186 | val_loss: 0.0311899 | Time: 2804.29 ms
[2020-12-23 06:32:27 main:581] : INFO : Epoch 886 | loss: 0.0311886 | val_loss: 0.0311926 | Time: 2807.71 ms
[2020-12-23 06:32:30 main:581] : INFO : Epoch 887 | loss: 0.0311877 | val_loss: 0.0311925 | Time: 2813.64 ms
[2020-12-23 06:32:33 main:581] : INFO : Epoch 888 | loss: 0.0311849 | val_loss: 0.0311929 | Time: 2805.74 ms
[2020-12-23 06:32:35 main:581] : INFO : Epoch 889 | loss: 0.0311847 | val_loss: 0.0311911 | Time: 2803.08 ms
[2020-12-23 06:32:38 main:581] : INFO : Epoch 890 | loss: 0.0311828 | val_loss: 0.031193 | Time: 2804.74 ms
[2020-12-23 06:32:41 main:581] : INFO : Epoch 891 | loss: 0.031184 | val_loss: 0.0311913 | Time: 2803.46 ms
[2020-12-23 06:32:44 main:581] : INFO : Epoch 892 | loss: 0.0311873 | val_loss: 0.0311978 | Time: 2805.69 ms
[2020-12-23 06:32:47 main:581] : INFO : Epoch 893 | loss: 0.0311852 | val_loss: 0.0311914 | Time: 2804.97 ms
[2020-12-23 06:32:49 main:581] : INFO : Epoch 894 | loss: 0.0311835 | val_loss: 0.0311903 | Time: 2804.07 ms
[2020-12-23 06:32:52 main:581] : INFO : Epoch 895 | loss: 0.0311833 | val_loss: 0.0311871 | Time: 2803.09 ms
[2020-12-23 06:32:55 main:581] : INFO : Epoch 896 | loss: 0.0311821 | val_loss: 0.0311881 | Time: 2808.6 ms
[2020-12-23 06:32:58 main:581] : INFO : Epoch 897 | loss: 0.0311824 | val_loss: 0.0311916 | Time: 2808.39 ms
[2020-12-23 06:33:01 main:581] : INFO : Epoch 898 | loss: 0.0311829 | val_loss: 0.0311874 | Time: 2853.12 ms
[2020-12-23 06:33:04 main:581] : INFO : Epoch 899 | loss: 0.0311839 | val_loss: 0.0311892 | Time: 2807.52 ms
[2020-12-23 06:33:06 main:581] : INFO : Epoch 900 | loss: 0.0311834 | val_loss: 0.0311911 | Time: 2801.53 ms
[2020-12-23 06:33:09 main:581] : INFO : Epoch 901 | loss: 0.031183 | val_loss: 0.0311876 | Time: 2802.5 ms
[2020-12-23 06:33:12 main:581] : INFO : Epoch 902 | loss: 0.0311831 | val_loss: 0.0311868 | Time: 2798.4 ms
[2020-12-23 06:33:15 main:581] : INFO : Epoch 903 | loss: 0.0311862 | val_loss: 0.031195 | Time: 2801.21 ms
[2020-12-23 06:33:18 main:581] : INFO : Epoch 904 | loss: 0.0311875 | val_loss: 0.0311935 | Time: 2811.38 ms
[2020-12-23 06:33:20 main:581] : INFO : Epoch 905 | loss: 0.0311875 | val_loss: 0.0311932 | Time: 2801.34 ms
[2020-12-23 06:33:23 main:581] : INFO : Epoch 906 | loss: 0.0311869 | val_loss: 0.0311917 | Time: 2801.04 ms
[2020-12-23 06:33:26 main:581] : INFO : Epoch 907 | loss: 0.0311872 | val_loss: 0.0311907 | Time: 2807.68 ms
[2020-12-23 06:33:29 main:581] : INFO : Epoch 908 | loss: 0.0311853 | val_loss: 0.0311901 | Time: 2800.41 ms
[2020-12-23 06:33:32 main:581] : INFO : Epoch 909 | loss: 0.0311854 | val_loss: 0.0311889 | Time: 2824.75 ms
[2020-12-23 06:33:34 main:581] : INFO : Epoch 910 | loss: 0.0311853 | val_loss: 0.0311895 | Time: 2803.83 ms
[2020-12-23 06:33:37 main:581] : INFO : Epoch 911 | loss: 0.0311849 | val_loss: 0.031189 | Time: 2806.67 ms
[2020-12-23 06:33:40 main:581] : INFO : Epoch 912 | loss: 0.0311845 | val_loss: 0.0311892 | Time: 2805.51 ms
[2020-12-23 06:33:43 main:581] : INFO : Epoch 913 | loss: 0.0311839 | val_loss: 0.0311917 | Time: 2811.87 ms
[2020-12-23 06:33:46 main:581] : INFO : Epoch 914 | loss: 0.031184 | val_loss: 0.031193 | Time: 2811.28 ms
[2020-12-23 06:33:48 main:581] : INFO : Epoch 915 | loss: 0.0311838 | val_loss: 0.0311925 | Time: 2802.39 ms
[2020-12-23 06:33:51 main:581] : INFO : Epoch 916 | loss: 0.0311869 | val_loss: 0.0311938 | Time: 2809.04 ms
[2020-12-23 06:33:54 main:581] : INFO : Epoch 917 | loss: 0.0311859 | val_loss: 0.0311908 | Time: 2814.56 ms
[2020-12-23 06:33:57 main:581] : INFO : Epoch 918 | loss: 0.0311855 | val_loss: 0.0311937 | Time: 2809.69 ms
[2020-12-23 06:34:00 main:581] : INFO : Epoch 919 | loss: 0.0311855 | val_loss: 0.0311904 | Time: 2825.33 ms
[2020-12-23 06:34:03 main:581] : INFO : Epoch 920 | loss: 0.0311844 | val_loss: 0.0311935 | Time: 2809.31 ms
[2020-12-23 06:34:05 main:581] : INFO : Epoch 921 | loss: 0.0311842 | val_loss: 0.0311901 | Time: 2806.68 ms
[2020-12-23 06:34:08 main:581] : INFO : Epoch 922 | loss: 0.0311849 | val_loss: 0.0311943 | Time: 2807.74 ms
[2020-12-23 06:34:11 main:581] : INFO : Epoch 923 | loss: 0.0311865 | val_loss: 0.0311883 | Time: 2807.89 ms
[2020-12-23 06:34:14 main:581] : INFO : Epoch 924 | loss: 0.0311849 | val_loss: 0.0311899 | Time: 2809.75 ms
[2020-12-23 06:34:17 main:581] : INFO : Epoch 925 | loss: 0.0311844 | val_loss: 0.0311922 | Time: 2808.11 ms
[2020-12-23 06:34:19 main:581] : INFO : Epoch 926 | loss: 0.0311836 | val_loss: 0.031191 | Time: 2807.28 ms
[2020-12-23 06:34:22 main:581] : INFO : Epoch 927 | loss: 0.0311834 | val_loss: 0.0311896 | Time: 2805.89 ms
[2020-12-23 06:34:25 main:581] : INFO : Epoch 928 | loss: 0.0311836 | val_loss: 0.0311891 | Time: 2805.94 ms
[2020-12-23 06:34:28 main:581] : INFO : Epoch 929 | loss: 0.0311822 | val_loss: 0.0311884 | Time: 2807.27 ms
[2020-12-23 06:34:31 main:581] : INFO : Epoch 930 | loss: 0.0311832 | val_loss: 0.0311897 | Time: 2830.12 ms
[2020-12-23 06:34:33 main:581] : INFO : Epoch 931 | loss: 0.0311841 | val_loss: 0.0311887 | Time: 2806.44 ms
[2020-12-23 06:34:36 main:581] : INFO : Epoch 932 | loss: 0.0311849 | val_loss: 0.0311929 | Time: 2806.98 ms
[2020-12-23 06:34:39 main:581] : INFO : Epoch 933 | loss: 0.0311917 | val_loss: 0.0311968 | Time: 2807.39 ms
[2020-12-23 06:34:42 main:581] : INFO : Epoch 934 | loss: 0.0311907 | val_loss: 0.0311966 | Time: 2805.63 ms
[2020-12-23 06:34:45 main:581] : INFO : Epoch 935 | loss: 0.0311884 | val_loss: 0.0311956 | Time: 2807.64 ms
[2020-12-23 06:34:47 main:581] : INFO : Epoch 936 | loss: 0.0311892 | val_loss: 0.0311922 | Time: 2803.87 ms
[2020-12-23 06:34:50 main:581] : INFO : Epoch 937 | loss: 0.0311887 | val_loss: 0.0311948 | Time: 2801.95 ms
[2020-12-23 06:34:53 main:581] : INFO : Epoch 938 | loss: 0.0311891 | val_loss: 0.0311914 | Time: 2815.19 ms
[2020-12-23 06:34:56 main:581] : INFO : Epoch 939 | loss: 0.031187 | val_loss: 0.0311939 | Time: 2806.73 ms
[2020-12-23 06:34:59 main:581] : INFO : Epoch 940 | loss: 0.0311871 | val_loss: 0.0311916 | Time: 2805.31 ms
[2020-12-23 06:35:02 main:581] : INFO : Epoch 941 | loss: 0.0311862 | val_loss: 0.03119 | Time: 2850.61 ms
[2020-12-23 06:35:04 main:581] : INFO : Epoch 942 | loss: 0.0311857 | val_loss: 0.0311894 | Time: 2806.62 ms
[2020-12-23 06:35:07 main:581] : INFO : Epoch 943 | loss: 0.0311881 | val_loss: 0.0311917 | Time: 2805.73 ms
[2020-12-23 06:35:10 main:581] : INFO : Epoch 944 | loss: 0.0311854 | val_loss: 0.031194 | Time: 2804.29 ms
[2020-12-23 06:35:13 main:581] : INFO : Epoch 945 | loss: 0.0311853 | val_loss: 0.0311912 | Time: 2802.94 ms
[2020-12-23 06:35:16 main:581] : INFO : Epoch 946 | loss: 0.0311857 | val_loss: 0.0311897 | Time: 2802.76 ms
[2020-12-23 06:35:18 main:581] : INFO : Epoch 947 | loss: 0.0311854 | val_loss: 0.0311903 | Time: 2804.64 ms
[2020-12-23 06:35:21 main:581] : INFO : Epoch 948 | loss: 0.0311842 | val_loss: 0.0311927 | Time: 2807.11 ms
[2020-12-23 06:35:24 main:581] : INFO : Epoch 949 | loss: 0.0311845 | val_loss: 0.0311904 | Time: 2806.7 ms
[2020-12-23 06:35:27 main:581] : INFO : Epoch 950 | loss: 0.0311844 | val_loss: 0.0311919 | Time: 2807.28 ms
[2020-12-23 06:35:30 main:581] : INFO : Epoch 951 | loss: 0.0311898 | val_loss: 0.0311948 | Time: 2811.93 ms
[2020-12-23 06:35:32 main:581] : INFO : Epoch 952 | loss: 0.0311909 | val_loss: 0.031194 | Time: 2810 ms
[2020-12-23 06:35:35 main:581] : INFO : Epoch 953 | loss: 0.0311892 | val_loss: 0.0311911 | Time: 2806.63 ms
[2020-12-23 06:35:38 main:581] : INFO : Epoch 954 | loss: 0.0311874 | val_loss: 0.0311885 | Time: 2810.77 ms
[2020-12-23 06:35:41 main:581] : INFO : Epoch 955 | loss: 0.0311853 | val_loss: 0.0311884 | Time: 2810.33 ms
[2020-12-23 06:35:44 main:581] : INFO : Epoch 956 | loss: 0.0311846 | val_loss: 0.0311919 | Time: 2811.32 ms
[2020-12-23 06:35:46 main:581] : INFO : Epoch 957 | loss: 0.0311858 | val_loss: 0.031195 | Time: 2808.17 ms
[2020-12-23 06:35:49 main:581] : INFO : Epoch 958 | loss: 0.0311845 | val_loss: 0.0311907 | Time: 2802.88 ms
[2020-12-23 06:35:52 main:581] : INFO : Epoch 959 | loss: 0.0311841 | val_loss: 0.0311907 | Time: 2799.15 ms
[2020-12-23 06:35:55 main:581] : INFO : Epoch 960 | loss: 0.0311823 | val_loss: 0.0311897 | Time: 2804.77 ms
[2020-12-23 06:35:58 main:581] : INFO : Epoch 961 | loss: 0.0311807 | val_loss: 0.0311876 | Time: 2807.63 ms
[2020-12-23 06:36:01 main:581] : INFO : Epoch 962 | loss: 0.0311814 | val_loss: 0.0311889 | Time: 2854.34 ms
[2020-12-23 06:36:03 main:581] : INFO : Epoch 963 | loss: 0.0311838 | val_loss: 0.0311905 | Time: 2810.44 ms
[2020-12-23 06:36:06 main:581] : INFO : Epoch 964 | loss: 0.0311833 | val_loss: 0.0311898 | Time: 2806.27 ms
[2020-12-23 06:36:09 main:581] : INFO : Epoch 965 | loss: 0.0311844 | val_loss: 0.0311909 | Time: 2805.7 ms
[2020-12-23 06:36:12 main:581] : INFO : Epoch 966 | loss: 0.0311823 | val_loss: 0.0311911 | Time: 2802.7 ms
[2020-12-23 06:36:15 main:581] : INFO : Epoch 967 | loss: 0.0311833 | val_loss: 0.0311902 | Time: 2810.8 ms
[2020-12-23 06:36:17 main:581] : INFO : Epoch 968 | loss: 0.0311844 | val_loss: 0.0311896 | Time: 2808.64 ms
[2020-12-23 06:36:20 main:581] : INFO : Epoch 969 | loss: 0.0311846 | val_loss: 0.0311954 | Time: 2807.67 ms
[2020-12-23 06:36:23 main:581] : INFO : Epoch 970 | loss: 0.0311846 | val_loss: 0.0311886 | Time: 2805.46 ms
[2020-12-23 06:36:26 main:581] : INFO : Epoch 971 | loss: 0.031184 | val_loss: 0.0311887 | Time: 2804.66 ms
[2020-12-23 06:36:29 main:581] : INFO : Epoch 972 | loss: 0.0311824 | val_loss: 0.0311886 | Time: 2810.46 ms
[2020-12-23 06:36:31 main:581] : INFO : Epoch 973 | loss: 0.0311827 | val_loss: 0.0311926 | Time: 2827.13 ms
[2020-12-23 06:36:34 main:581] : INFO : Epoch 974 | loss: 0.0311852 | val_loss: 0.03119 | Time: 2809.33 ms
[2020-12-23 06:36:37 main:581] : INFO : Epoch 975 | loss: 0.031183 | val_loss: 0.0311876 | Time: 2807.02 ms
[2020-12-23 06:36:40 main:581] : INFO : Epoch 976 | loss: 0.031182 | val_loss: 0.0311898 | Time: 2808.78 ms
[2020-12-23 06:36:43 main:581] : INFO : Epoch 977 | loss: 0.0311852 | val_loss: 0.0311906 | Time: 2808.49 ms
[2020-12-23 06:36:45 main:581] : INFO : Epoch 978 | loss: 0.0311842 | val_loss: 0.0311911 | Time: 2803.43 ms
[2020-12-23 06:36:48 main:581] : INFO : Epoch 979 | loss: 0.0311841 | val_loss: 0.0311915 | Time: 2804.44 ms
[2020-12-23 06:36:51 main:581] : INFO : Epoch 980 | loss: 0.0311856 | val_loss: 0.0311977 | Time: 2807.27 ms
[2020-12-23 06:36:54 main:581] : INFO : Epoch 981 | loss: 0.0311849 | val_loss: 0.0311884 | Time: 2803.08 ms
[2020-12-23 06:36:57 main:581] : INFO : Epoch 982 | loss: 0.0311844 | val_loss: 0.0311882 | Time: 2809.47 ms
[2020-12-23 06:37:00 main:581] : INFO : Epoch 983 | loss: 0.0311823 | val_loss: 0.0311884 | Time: 2811.73 ms
[2020-12-23 06:37:02 main:581] : INFO : Epoch 984 | loss: 0.0311809 | val_loss: 0.0311875 | Time: 2831.96 ms
[2020-12-23 06:37:05 main:581] : INFO : Epoch 985 | loss: 0.0311814 | val_loss: 0.0311869 | Time: 2805.97 ms
[2020-12-23 06:37:08 main:581] : INFO : Epoch 986 | loss: 0.0311813 | val_loss: 0.0311859 | Time: 2800.53 ms
[2020-12-23 06:37:11 main:581] : INFO : Epoch 987 | loss: 0.0311829 | val_loss: 0.0311863 | Time: 2810.09 ms
[2020-12-23 06:37:14 main:581] : INFO : Epoch 988 | loss: 0.0311816 | val_loss: 0.0311864 | Time: 2800.04 ms
[2020-12-23 06:37:16 main:581] : INFO : Epoch 989 | loss: 0.0311802 | val_loss: 0.0311831 | Time: 2803.76 ms
[2020-12-23 06:37:19 main:581] : INFO : Epoch 990 | loss: 0.0311789 | val_loss: 0.0311843 | Time: 2797.12 ms
[2020-12-23 06:37:22 main:581] : INFO : Epoch 991 | loss: 0.031179 | val_loss: 0.0311839 | Time: 2808.13 ms
[2020-12-23 06:37:25 main:581] : INFO : Epoch 992 | loss: 0.0311795 | val_loss: 0.0311824 | Time: 2803.37 ms
[2020-12-23 06:37:28 main:581] : INFO : Epoch 993 | loss: 0.031179 | val_loss: 0.0311819 | Time: 2807.58 ms
[2020-12-23 06:37:30 main:581] : INFO : Epoch 994 | loss: 0.0311825 | val_loss: 0.031189 | Time: 2820.68 ms
[2020-12-23 06:37:33 main:581] : INFO : Epoch 995 | loss: 0.0311846 | val_loss: 0.0311861 | Time: 2801.49 ms
[2020-12-23 06:37:36 main:581] : INFO : Epoch 996 | loss: 0.0311805 | val_loss: 0.0311838 | Time: 2804.81 ms
[2020-12-23 06:37:39 main:581] : INFO : Epoch 997 | loss: 0.0311816 | val_loss: 0.0311921 | Time: 2805.54 ms
[2020-12-23 06:37:42 main:581] : INFO : Epoch 998 | loss: 0.031183 | val_loss: 0.0311864 | Time: 2806 ms
[2020-12-23 06:37:44 main:581] : INFO : Epoch 999 | loss: 0.0311803 | val_loss: 0.0311863 | Time: 2799.2 ms
[2020-12-23 06:37:47 main:581] : INFO : Epoch 1000 | loss: 0.0311812 | val_loss: 0.0311864 | Time: 2802.34 ms
[2020-12-23 06:37:50 main:581] : INFO : Epoch 1001 | loss: 0.0311807 | val_loss: 0.0311874 | Time: 2798.96 ms
[2020-12-23 06:37:53 main:581] : INFO : Epoch 1002 | loss: 0.031183 | val_loss: 0.0311895 | Time: 2807.34 ms
[2020-12-23 06:37:56 main:581] : INFO : Epoch 1003 | loss: 0.0311892 | val_loss: 0.0311888 | Time: 2808.38 ms
[2020-12-23 06:37:58 main:581] : INFO : Epoch 1004 | loss: 0.0311895 | val_loss: 0.0311893 | Time: 2805.51 ms
[2020-12-23 06:38:01 main:581] : INFO : Epoch 1005 | loss: 0.0311924 | val_loss: 0.0311904 | Time: 2850.15 ms
[2020-12-23 06:38:04 main:581] : INFO : Epoch 1006 | loss: 0.0311894 | val_loss: 0.0311961 | Time: 2805.71 ms
[2020-12-23 06:38:07 main:581] : INFO : Epoch 1007 | loss: 0.0311909 | val_loss: 0.0311917 | Time: 2795.86 ms
[2020-12-23 06:38:10 main:581] : INFO : Epoch 1008 | loss: 0.0311887 | val_loss: 0.0311918 | Time: 2797.59 ms
[2020-12-23 06:38:13 main:581] : INFO : Epoch 1009 | loss: 0.0311891 | val_loss: 0.0311921 | Time: 2794.39 ms
[2020-12-23 06:38:15 main:581] : INFO : Epoch 1010 | loss: 0.0311874 | val_loss: 0.0311912 | Time: 2807.6 ms
[2020-12-23 06:38:18 main:581] : INFO : Epoch 1011 | loss: 0.0311862 | val_loss: 0.0311908 | Time: 2800.79 ms
[2020-12-23 06:38:21 main:581] : INFO : Epoch 1012 | loss: 0.0311858 | val_loss: 0.0311912 | Time: 2794.43 ms
[2020-12-23 06:38:24 main:581] : INFO : Epoch 1013 | loss: 0.0311862 | val_loss: 0.031191 | Time: 2793.09 ms
[2020-12-23 06:38:27 main:581] : INFO : Epoch 1014 | loss: 0.0311845 | val_loss: 0.0311925 | Time: 2802.91 ms
[2020-12-23 06:38:29 main:581] : INFO : Epoch 1015 | loss: 0.0311844 | val_loss: 0.0311916 | Time: 2803.32 ms
[2020-12-23 06:38:32 main:581] : INFO : Epoch 1016 | loss: 0.0311836 | val_loss: 0.0311902 | Time: 2824.12 ms
[2020-12-23 06:38:35 main:581] : INFO : Epoch 1017 | loss: 0.0311833 | val_loss: 0.0311906 | Time: 2801.78 ms
[2020-12-23 06:38:38 main:581] : INFO : Epoch 1018 | loss: 0.0311834 | val_loss: 0.031189 | Time: 2801.63 ms
[2020-12-23 06:38:41 main:581] : INFO : Epoch 1019 | loss: 0.0311848 | val_loss: 0.0311884 | Time: 2800.44 ms
[2020-12-23 06:38:43 main:581] : INFO : Epoch 1020 | loss: 0.0311833 | val_loss: 0.0311885 | Time: 2802.74 ms
[2020-12-23 06:38:46 main:581] : INFO : Epoch 1021 | loss: 0.0311827 | val_loss: 0.0311911 | Time: 2803.65 ms
[2020-12-23 06:38:49 main:581] : INFO : Epoch 1022 | loss: 0.0311824 | val_loss: 0.0311875 | Time: 2789.79 ms
[2020-12-23 06:38:52 main:581] : INFO : Epoch 1023 | loss: 0.0311826 | val_loss: 0.0311883 | Time: 2797.9 ms
[2020-12-23 06:38:55 main:581] : INFO : Epoch 1024 | loss: 0.0311836 | val_loss: 0.0311888 | Time: 2798.05 ms
[2020-12-23 06:38:55 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311888
[2020-12-23 06:38:55 main:610] : INFO : Saving end state to config to file
[2020-12-23 06:38:55 main:615] : INFO : Success, exiting..
06:38:55 (2499490): 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)