Task 3372726
| Name | ParityModified-1605453472-15246-12_0 |
| Workunit | 1629470 |
| Created | 22 Dec 2020, 15:06:16 UTC |
| Sent | 23 Dec 2020, 9:04:01 UTC |
| Report deadline | 30 Dec 2020, 9:04:01 UTC |
| Received | 23 Dec 2020, 12:18:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 48 min 4 sec |
| CPU time | 48 min 1 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> och 510 | loss: 0.0311732 | val_loss: 0.0311735 | Time: 2807.42 ms [2020-12-23 03:50:43 main:581] : INFO : Epoch 511 | loss: 0.0311716 | val_loss: 0.0311731 | Time: 2810.19 ms [2020-12-23 03:50:46 main:581] : INFO : Epoch 512 | loss: 0.0311723 | val_loss: 0.0311768 | Time: 2810.06 ms [2020-12-23 03:50:48 main:581] : INFO : Epoch 513 | loss: 0.0311717 | val_loss: 0.0311725 | Time: 2810.47 ms [2020-12-23 03:50:51 main:581] : INFO : Epoch 514 | loss: 0.0311727 | val_loss: 0.0311792 | Time: 2809.71 ms [2020-12-23 03:50:54 main:581] : INFO : Epoch 515 | loss: 0.0311713 | val_loss: 0.0311741 | Time: 2809.3 ms [2020-12-23 03:50:57 main:581] : INFO : Epoch 516 | loss: 0.0311715 | val_loss: 0.0311739 | Time: 2799.92 ms [2020-12-23 03:51:00 main:581] : INFO : Epoch 517 | loss: 0.0311705 | val_loss: 0.0311744 | Time: 2829.67 ms [2020-12-23 03:51:03 main:581] : INFO : Epoch 518 | loss: 0.0311713 | val_loss: 0.0311723 | Time: 2817.08 ms [2020-12-23 03:51:05 main:581] : INFO : Epoch 519 | loss: 0.0311704 | val_loss: 0.031178 | Time: 2807.94 ms [2020-12-23 03:51:08 main:581] : INFO : Epoch 520 | loss: 0.0311711 | val_loss: 0.031172 | Time: 2812.07 ms [2020-12-23 03:51:11 main:581] : INFO : Epoch 521 | loss: 0.0311705 | val_loss: 0.0311717 | Time: 2811.75 ms [2020-12-23 03:51:14 main:581] : INFO : Epoch 522 | loss: 0.0311729 | val_loss: 0.0311731 | Time: 2808.28 ms [2020-12-23 03:51:17 main:581] : INFO : Epoch 523 | loss: 0.0311708 | val_loss: 0.0311749 | Time: 2811.98 ms [2020-12-23 03:51:19 main:581] : INFO : Epoch 524 | loss: 0.0311739 | val_loss: 0.0311734 | Time: 2813.62 ms [2020-12-23 03:51:22 main:581] : INFO : Epoch 525 | loss: 0.0311702 | val_loss: 0.0311733 | Time: 2815.3 ms [2020-12-23 03:51:25 main:581] : INFO : Epoch 526 | loss: 0.0311708 | val_loss: 0.0311722 | Time: 2810.6 ms [2020-12-23 03:51:28 main:581] : INFO : Epoch 527 | loss: 0.0311708 | val_loss: 0.0311752 | Time: 2810.13 ms [2020-12-23 03:51:31 main:581] : INFO : Epoch 528 | loss: 0.0311709 | val_loss: 0.0311712 | Time: 2834.98 ms [2020-12-23 03:51:33 main:581] : INFO : Epoch 529 | loss: 0.0311713 | val_loss: 0.0311717 | Time: 2814.67 ms [2020-12-23 03:51:36 main:581] : INFO : Epoch 530 | loss: 0.0311703 | val_loss: 0.0311719 | Time: 2806.99 ms [2020-12-23 03:51:39 main:581] : INFO : Epoch 531 | loss: 0.0311698 | val_loss: 0.0311716 | Time: 2813.53 ms [2020-12-23 03:51:42 main:581] : INFO : Epoch 532 | loss: 0.0311691 | val_loss: 0.0311717 | Time: 2812.21 ms [2020-12-23 03:51:45 main:581] : INFO : Epoch 533 | loss: 0.0311687 | val_loss: 0.0311759 | Time: 2812.52 ms [2020-12-23 03:51:48 main:581] : INFO : Epoch 534 | loss: 0.031169 | val_loss: 0.0311725 | Time: 2814.55 ms [2020-12-23 03:51:50 main:581] : INFO : Epoch 535 | loss: 0.0311709 | val_loss: 0.0311744 | Time: 2813.43 ms [2020-12-23 03:51:53 main:581] : INFO : Epoch 536 | loss: 0.031172 | val_loss: 0.0311724 | Time: 2807.65 ms [2020-12-23 03:51:56 main:581] : INFO : Epoch 537 | loss: 0.0311699 | val_loss: 0.0311713 | Time: 2811.67 ms [2020-12-23 03:51:59 main:581] : INFO : Epoch 538 | loss: 0.0311701 | val_loss: 0.0311732 | Time: 2803.45 ms [2020-12-23 03:52:02 main:581] : INFO : Epoch 539 | loss: 0.0311691 | val_loss: 0.0311727 | Time: 2842.46 ms [2020-12-23 03:52:04 main:581] : INFO : Epoch 540 | loss: 0.0311686 | val_loss: 0.0311735 | Time: 2808.26 ms [2020-12-23 03:52:07 main:581] : INFO : Epoch 541 | loss: 0.0311696 | val_loss: 0.0311736 | Time: 2803.76 ms [2020-12-23 03:52:10 main:581] : INFO : Epoch 542 | loss: 0.0311695 | val_loss: 0.031174 | Time: 2802.46 ms [2020-12-23 03:52:13 main:581] : INFO : Epoch 543 | loss: 0.0311689 | val_loss: 0.0311737 | Time: 2805.37 ms [2020-12-23 03:52:16 main:581] : INFO : Epoch 544 | loss: 0.0311699 | val_loss: 0.0311758 | Time: 2807.96 ms [2020-12-23 03:52:18 main:581] : INFO : Epoch 545 | loss: 0.031168 | val_loss: 0.0311735 | Time: 2809.24 ms [2020-12-23 03:52:21 main:581] : INFO : Epoch 546 | loss: 0.0311683 | val_loss: 0.0311788 | Time: 2812.86 ms [2020-12-23 03:52:24 main:581] : INFO : Epoch 547 | loss: 0.0311687 | val_loss: 0.0311757 | Time: 2810.64 ms [2020-12-23 03:52:27 main:581] : INFO : Epoch 548 | loss: 0.0311686 | val_loss: 0.0311768 | Time: 2813.26 ms [2020-12-23 03:52:30 main:581] : INFO : Epoch 549 | loss: 0.0311697 | val_loss: 0.0311755 | Time: 2818.42 ms [2020-12-23 03:52:33 main:581] : INFO : Epoch 550 | loss: 0.0311678 | val_loss: 0.0311741 | Time: 2806.38 ms [2020-12-23 03:52:35 main:581] : INFO : Epoch 551 | loss: 0.0311692 | val_loss: 0.0311734 | Time: 2812.16 ms [2020-12-23 03:52:38 main:581] : INFO : Epoch 552 | loss: 0.0311685 | val_loss: 0.0311744 | Time: 2805.5 ms [2020-12-23 03:52:41 main:581] : INFO : Epoch 553 | loss: 0.0311707 | val_loss: 0.0311741 | Time: 2809.36 ms [2020-12-23 03:52:44 main:581] : INFO : Epoch 554 | loss: 0.0311741 | val_loss: 0.0311739 | Time: 2809.83 ms [2020-12-23 03:52:47 main:581] : INFO : Epoch 555 | loss: 0.0311741 | val_loss: 0.0311736 | Time: 2811.32 ms [2020-12-23 03:52:49 main:581] : INFO : Epoch 556 | loss: 0.0311768 | val_loss: 0.0311721 | Time: 2809.71 ms [2020-12-23 03:52:52 main:581] : INFO : Epoch 557 | loss: 0.0311715 | val_loss: 0.0311732 | Time: 2806.87 ms [2020-12-23 03:52:55 main:581] : INFO : Epoch 558 | loss: 0.0311726 | val_loss: 0.0311811 | Time: 2811.13 ms [2020-12-23 03:52:58 main:581] : INFO : Epoch 559 | loss: 0.0311745 | val_loss: 0.0311762 | Time: 2811.25 ms [2020-12-23 03:53:01 main:581] : INFO : Epoch 560 | loss: 0.0311775 | val_loss: 0.0311789 | Time: 2852.51 ms [2020-12-23 03:53:03 main:581] : INFO : Epoch 561 | loss: 0.0311848 | val_loss: 0.031182 | Time: 2813.74 ms [2020-12-23 03:53:06 main:581] : INFO : Epoch 562 | loss: 0.0311823 | val_loss: 0.0311771 | Time: 2810.18 ms [2020-12-23 03:53:09 main:581] : INFO : Epoch 563 | loss: 0.0311805 | val_loss: 0.0311774 | Time: 2807.96 ms [2020-12-23 03:53:12 main:581] : INFO : Epoch 564 | loss: 0.0311816 | val_loss: 0.0311808 | Time: 2810.96 ms [2020-12-23 03:53:15 main:581] : INFO : Epoch 565 | loss: 0.0311801 | val_loss: 0.0311774 | Time: 2811.13 ms [2020-12-23 03:53:18 main:581] : INFO : Epoch 566 | loss: 0.0311781 | val_loss: 0.0311795 | Time: 2807.35 ms [2020-12-23 03:53:20 main:581] : INFO : Epoch 567 | loss: 0.0311781 | val_loss: 0.0311756 | Time: 2811.17 ms [2020-12-23 03:53:23 main:581] : INFO : Epoch 568 | loss: 0.0311775 | val_loss: 0.0311766 | Time: 2807.86 ms [2020-12-23 03:53:26 main:581] : INFO : Epoch 569 | loss: 0.0311764 | val_loss: 0.0311748 | Time: 2809.43 ms [2020-12-23 03:53:29 main:581] : INFO : Epoch 570 | loss: 0.0311784 | val_loss: 0.0311776 | Time: 2810.98 ms [2020-12-23 03:53:32 main:581] : INFO : Epoch 571 | loss: 0.031179 | val_loss: 0.0311761 | Time: 2837.19 ms [2020-12-23 03:53:34 main:581] : INFO : Epoch 572 | loss: 0.0311765 | val_loss: 0.0311763 | Time: 2805.4 ms [2020-12-23 03:53:37 main:581] : INFO : Epoch 573 | loss: 0.0311765 | val_loss: 0.0311763 | Time: 2807.58 ms [2020-12-23 03:53:40 main:581] : INFO : Epoch 574 | loss: 0.0311759 | val_loss: 0.031174 | Time: 2809.59 ms [2020-12-23 03:53:43 main:581] : INFO : Epoch 575 | loss: 0.0311745 | val_loss: 0.0311789 | Time: 2818.31 ms [2020-12-23 03:53:46 main:581] : INFO : Epoch 576 | loss: 0.031177 | val_loss: 0.0311762 | Time: 2801.3 ms [2020-12-23 03:53:48 main:581] : INFO : Epoch 577 | loss: 0.0311747 | val_loss: 0.0311782 | Time: 2801.52 ms [2020-12-23 03:53:51 main:581] : INFO : Epoch 578 | loss: 0.0311767 | val_loss: 0.031184 | Time: 2803.95 ms [2020-12-23 03:53:54 main:581] : INFO : Epoch 579 | loss: 0.0311772 | val_loss: 0.0311745 | Time: 2802.45 ms [2020-12-23 03:53:57 main:581] : INFO : Epoch 580 | loss: 0.0311739 | val_loss: 0.0311767 | Time: 2807.1 ms [2020-12-23 03:54:00 main:581] : INFO : Epoch 581 | loss: 0.0311754 | val_loss: 0.0311766 | Time: 2814.79 ms [2020-12-23 03:54:02 main:581] : INFO : Epoch 582 | loss: 0.0311762 | val_loss: 0.0311785 | Time: 2804.57 ms [2020-12-23 03:54:05 main:581] : INFO : Epoch 583 | loss: 0.0311758 | val_loss: 0.0311767 | Time: 2812.88 ms [2020-12-23 03:54:08 main:581] : INFO : Epoch 584 | loss: 0.0311759 | val_loss: 0.0311756 | Time: 2809.62 ms [2020-12-23 03:54:11 main:581] : INFO : Epoch 585 | loss: 0.031176 | val_loss: 0.0311768 | Time: 2802.66 ms [2020-12-23 03:54:14 main:581] : INFO : Epoch 586 | loss: 0.0311763 | val_loss: 0.0311757 | Time: 2807.23 ms [2020-12-23 03:54:17 main:581] : INFO : Epoch 587 | loss: 0.0311742 | val_loss: 0.0311743 | Time: 2809.46 ms [2020-12-23 03:54:19 main:581] : INFO : Epoch 588 | loss: 0.0311733 | val_loss: 0.0311771 | Time: 2811.58 ms [2020-12-23 03:54:22 main:581] : INFO : Epoch 589 | loss: 0.0311737 | val_loss: 0.0311747 | Time: 2812.27 ms [2020-12-23 03:54:25 main:581] : INFO : Epoch 590 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 2812.49 ms [2020-12-23 03:54:28 main:581] : INFO : Epoch 591 | loss: 0.031174 | val_loss: 0.0311769 | Time: 2816.09 ms [2020-12-23 03:54:31 main:581] : INFO : Epoch 592 | loss: 0.0311733 | val_loss: 0.0311734 | Time: 2830.39 ms [2020-12-23 03:54:33 main:581] : INFO : Epoch 593 | loss: 0.0311738 | val_loss: 0.0311751 | Time: 2810.19 ms [2020-12-23 03:54:36 main:581] : INFO : Epoch 594 | loss: 0.031173 | val_loss: 0.0311755 | Time: 2803.36 ms [2020-12-23 03:54:39 main:581] : INFO : Epoch 595 | loss: 0.0311728 | val_loss: 0.0311746 | Time: 2813.18 ms [2020-12-23 03:54:42 main:581] : INFO : Epoch 596 | loss: 0.0311721 | val_loss: 0.0311741 | Time: 2818.36 ms [2020-12-23 03:54:45 main:581] : INFO : Epoch 597 | loss: 0.0311725 | val_loss: 0.0311752 | Time: 2819.11 ms [2020-12-23 03:54:47 main:581] : INFO : Epoch 598 | loss: 0.0311727 | val_loss: 0.031175 | Time: 2803.37 ms [2020-12-23 03:54:50 main:581] : INFO : Epoch 599 | loss: 0.0311719 | val_loss: 0.0311739 | Time: 2800.27 ms [2020-12-23 03:54:53 main:581] : INFO : Epoch 600 | loss: 0.031171 | val_loss: 0.0311736 | Time: 2808.65 ms [2020-12-23 03:54:56 main:581] : INFO : Epoch 601 | loss: 0.0311714 | val_loss: 0.0311737 | Time: 2807.64 ms [2020-12-23 03:54:59 main:581] : INFO : Epoch 602 | loss: 0.0311712 | val_loss: 0.0311749 | Time: 2814.33 ms [2020-12-23 03:55:02 main:581] : INFO : Epoch 603 | loss: 0.0311729 | val_loss: 0.0311759 | Time: 2857.47 ms [2020-12-23 03:55:04 main:581] : INFO : Epoch 604 | loss: 0.0311722 | val_loss: 0.0311804 | Time: 2814.75 ms [2020-12-23 03:55:07 main:581] : INFO : Epoch 605 | loss: 0.0311729 | val_loss: 0.0311774 | Time: 2809.67 ms [2020-12-23 03:55:10 main:581] : INFO : Epoch 606 | loss: 0.0311723 | val_loss: 0.0311744 | Time: 2805.57 ms [2020-12-23 03:55:13 main:581] : INFO : Epoch 607 | loss: 0.0311722 | val_loss: 0.0311747 | Time: 2813.12 ms [2020-12-23 03:55:16 main:581] : INFO : Epoch 608 | loss: 0.0311716 | val_loss: 0.0311745 | Time: 2814.3 ms [2020-12-23 03:55:18 main:581] : INFO : Epoch 609 | loss: 0.0311718 | val_loss: 0.031179 | Time: 2813.51 ms [2020-12-23 03:55:21 main:581] : INFO : Epoch 610 | loss: 0.0311757 | val_loss: 0.0311773 | Time: 2811.26 ms [2020-12-23 03:55:24 main:581] : INFO : Epoch 611 | loss: 0.0311771 | val_loss: 0.0311826 | Time: 2813.88 ms [2020-12-23 03:55:27 main:581] : INFO : Epoch 612 | loss: 0.0311741 | val_loss: 0.0311745 | Time: 2812.92 ms [2020-12-23 03:55:30 main:581] : INFO : Epoch 613 | loss: 0.0311739 | val_loss: 0.0311777 | Time: 2820.42 ms [2020-12-23 03:55:33 main:581] : INFO : Epoch 614 | loss: 0.0311752 | val_loss: 0.0311764 | Time: 2812.41 ms [2020-12-23 03:55:35 main:581] : INFO : Epoch 615 | loss: 0.031175 | val_loss: 0.0311818 | Time: 2811.78 ms [2020-12-23 03:55:38 main:581] : INFO : Epoch 616 | loss: 0.0311727 | val_loss: 0.0311794 | Time: 2810.17 ms [2020-12-23 03:55:41 main:581] : INFO : Epoch 617 | loss: 0.0311742 | val_loss: 0.0311847 | Time: 2812.27 ms [2020-12-23 03:55:44 main:581] : INFO : Epoch 618 | loss: 0.0311727 | val_loss: 0.031176 | Time: 2811.94 ms [2020-12-23 03:55:47 main:581] : INFO : Epoch 619 | loss: 0.0311701 | val_loss: 0.031174 | Time: 2811.3 ms [2020-12-23 03:55:49 main:581] : INFO : Epoch 620 | loss: 0.0311713 | val_loss: 0.0311765 | Time: 2812.83 ms [2020-12-23 03:55:52 main:581] : INFO : Epoch 621 | loss: 0.0311714 | val_loss: 0.0311749 | Time: 2813.32 ms [2020-12-23 03:55:55 main:581] : INFO : Epoch 622 | loss: 0.0311719 | val_loss: 0.0311776 | Time: 2814.86 ms [2020-12-23 03:55:58 main:581] : INFO : Epoch 623 | loss: 0.0311723 | val_loss: 0.0311763 | Time: 2817.2 ms [2020-12-23 03:56:01 main:581] : INFO : Epoch 624 | loss: 0.0311709 | val_loss: 0.0311789 | Time: 2856.49 ms [2020-12-23 03:56:04 main:581] : INFO : Epoch 625 | loss: 0.0311716 | val_loss: 0.0311758 | Time: 2812.89 ms [2020-12-23 03:56:06 main:581] : INFO : Epoch 626 | loss: 0.0311698 | val_loss: 0.0311759 | Time: 2813.09 ms [2020-12-23 03:56:09 main:581] : INFO : Epoch 627 | loss: 0.0311693 | val_loss: 0.0311752 | Time: 2816.69 ms [2020-12-23 03:56:12 main:581] : INFO : Epoch 628 | loss: 0.0311698 | val_loss: 0.0311766 | Time: 2817.82 ms [2020-12-23 03:56:15 main:581] : INFO : Epoch 629 | loss: 0.0311694 | val_loss: 0.0311792 | Time: 2810.05 ms [2020-12-23 03:56:18 main:581] : INFO : Epoch 630 | loss: 0.0311715 | val_loss: 0.0311835 | Time: 2806.92 ms [2020-12-23 03:56:20 main:581] : INFO : Epoch 631 | loss: 0.0311707 | val_loss: 0.0311757 | Time: 2808.63 ms [2020-12-23 03:56:23 main:581] : INFO : Epoch 632 | loss: 0.0311708 | val_loss: 0.0311754 | Time: 2806.67 ms [2020-12-23 03:56:26 main:581] : INFO : Epoch 633 | loss: 0.0311706 | val_loss: 0.0311865 | Time: 2812.3 ms [2020-12-23 03:56:29 main:581] : INFO : Epoch 634 | loss: 0.0311757 | val_loss: 0.0311778 | Time: 2808.63 ms [2020-12-23 03:56:32 main:581] : INFO : Epoch 635 | loss: 0.0311716 | val_loss: 0.0311763 | Time: 2835.59 ms [2020-12-23 03:56:34 main:581] : INFO : Epoch 636 | loss: 0.0311733 | val_loss: 0.031176 | Time: 2811.24 ms [2020-12-23 03:56:37 main:581] : INFO : Epoch 637 | loss: 0.0311697 | val_loss: 0.0311777 | Time: 2809.7 ms [2020-12-23 03:56:40 main:581] : INFO : Epoch 638 | loss: 0.0311747 | val_loss: 0.0311766 | Time: 2811.04 ms [2020-12-23 03:56:43 main:581] : INFO : Epoch 639 | loss: 0.0311712 | val_loss: 0.0311747 | Time: 2812.89 ms [2020-12-23 03:56:46 main:581] : INFO : Epoch 640 | loss: 0.0311702 | val_loss: 0.0311758 | Time: 2813.74 ms [2020-12-23 03:56:49 main:581] : INFO : Epoch 641 | loss: 0.0311706 | val_loss: 0.0311755 | Time: 2806.42 ms [2020-12-23 03:56:51 main:581] : INFO : Epoch 642 | loss: 0.0311697 | val_loss: 0.0311727 | Time: 2803.81 ms [2020-12-23 03:56:54 main:581] : INFO : Epoch 643 | loss: 0.0311699 | val_loss: 0.0311745 | Time: 2815.17 ms [2020-12-23 03:56:57 main:581] : INFO : Epoch 644 | loss: 0.0311717 | val_loss: 0.0311758 | Time: 2814.26 ms [2020-12-23 03:57:00 main:581] : INFO : Epoch 645 | loss: 0.0311711 | val_loss: 0.031175 | Time: 2826.37 ms [2020-12-23 03:57:03 main:581] : INFO : Epoch 646 | loss: 0.0311688 | val_loss: 0.0311745 | Time: 2802.7 ms [2020-12-23 03:57:05 main:581] : INFO : Epoch 647 | loss: 0.0311681 | val_loss: 0.0311758 | Time: 2812.56 ms [2020-12-23 03:57:08 main:581] : INFO : Epoch 648 | loss: 0.0311682 | val_loss: 0.0311757 | Time: 2812.58 ms [2020-12-23 03:57:11 main:581] : INFO : Epoch 649 | loss: 0.0311688 | val_loss: 0.0311724 | Time: 2812.05 ms [2020-12-23 03:57:14 main:581] : INFO : Epoch 650 | loss: 0.0311685 | val_loss: 0.0311733 | Time: 2810.12 ms [2020-12-23 03:57:17 main:581] : INFO : Epoch 651 | loss: 0.0311719 | val_loss: 0.0311725 | Time: 2813.29 ms [2020-12-23 03:57:19 main:581] : INFO : Epoch 652 | loss: 0.0311687 | val_loss: 0.0311745 | Time: 2811.95 ms [2020-12-23 03:57:22 main:581] : INFO : Epoch 653 | loss: 0.0311678 | val_loss: 0.0311752 | Time: 2814.21 ms [2020-12-23 03:57:25 main:581] : INFO : Epoch 654 | loss: 0.0311678 | val_loss: 0.0311737 | Time: 2814.56 ms [2020-12-23 03:57:28 main:581] : INFO : Epoch 655 | loss: 0.0311676 | val_loss: 0.0311746 | Time: 2812.22 ms [2020-12-23 03:57:31 main:581] : INFO : Epoch 656 | loss: 0.0311692 | val_loss: 0.0311768 | Time: 2838.11 ms [2020-12-23 03:57:34 main:581] : INFO : Epoch 657 | loss: 0.0311721 | val_loss: 0.0311802 | Time: 2811.52 ms [2020-12-23 03:57:36 main:581] : INFO : Epoch 658 | loss: 0.03117 | val_loss: 0.0311723 | Time: 2806.49 ms [2020-12-23 03:57:39 main:581] : INFO : Epoch 659 | loss: 0.0311702 | val_loss: 0.0311754 | Time: 2814.21 ms [2020-12-23 03:57:42 main:581] : INFO : Epoch 660 | loss: 0.0311702 | val_loss: 0.0311746 | Time: 2810.36 ms [2020-12-23 03:57:45 main:581] : INFO : Epoch 661 | loss: 0.0311694 | val_loss: 0.031172 | Time: 2797.66 ms [2020-12-23 03:57:48 main:581] : INFO : Epoch 662 | loss: 0.0311684 | val_loss: 0.0311726 | Time: 2807.67 ms [2020-12-23 03:57:50 main:581] : INFO : Epoch 663 | loss: 0.0311696 | val_loss: 0.031174 | Time: 2808.48 ms [2020-12-23 03:57:53 main:581] : INFO : Epoch 664 | loss: 0.0311696 | val_loss: 0.0311721 | Time: 2812.33 ms [2020-12-23 03:57:56 main:581] : INFO : Epoch 665 | loss: 0.0311675 | val_loss: 0.0311733 | Time: 2813.33 ms [2020-12-23 03:57:59 main:581] : INFO : Epoch 666 | loss: 0.0311682 | val_loss: 0.0311737 | Time: 2813.78 ms [2020-12-23 03:58:02 main:581] : INFO : Epoch 667 | loss: 0.0311669 | val_loss: 0.0311749 | Time: 2853.11 ms [2020-12-23 03:58:04 main:581] : INFO : Epoch 668 | loss: 0.0311679 | val_loss: 0.0311727 | Time: 2813.77 ms [2020-12-23 03:58:07 main:581] : INFO : Epoch 669 | loss: 0.0311671 | val_loss: 0.0311738 | Time: 2811.27 ms [2020-12-23 03:58:10 main:581] : INFO : Epoch 670 | loss: 0.0311666 | val_loss: 0.0311779 | Time: 2812.18 ms [2020-12-23 03:58:13 main:581] : INFO : Epoch 671 | loss: 0.0311675 | val_loss: 0.0311755 | Time: 2809.26 ms [2020-12-23 03:58:16 main:581] : INFO : Epoch 672 | loss: 0.0311677 | val_loss: 0.0311764 | Time: 2812.92 ms [2020-12-23 03:58:19 main:581] : INFO : Epoch 673 | loss: 0.0311686 | val_loss: 0.0311738 | Time: 2802.5 ms [2020-12-23 03:58:21 main:581] : INFO : Epoch 674 | loss: 0.0311685 | val_loss: 0.0311732 | Time: 2805.53 ms [2020-12-23 03:58:24 main:581] : INFO : Epoch 675 | loss: 0.0311674 | val_loss: 0.0311719 | Time: 2811.01 ms [2020-12-23 03:58:27 main:581] : INFO : Epoch 676 | loss: 0.0311679 | val_loss: 0.0311723 | Time: 2812.14 ms [2020-12-23 03:58:30 main:581] : INFO : Epoch 677 | loss: 0.0311683 | val_loss: 0.0311741 | Time: 2825.79 ms [2020-12-23 03:58:33 main:581] : INFO : Epoch 678 | loss: 0.0311663 | val_loss: 0.0311739 | Time: 2808.5 ms [2020-12-23 03:58:35 main:581] : INFO : Epoch 679 | loss: 0.0311672 | val_loss: 0.0311722 | Time: 2803.05 ms [2020-12-23 03:58:38 main:581] : INFO : Epoch 680 | loss: 0.0311667 | val_loss: 0.0311731 | Time: 2807.31 ms [2020-12-23 03:58:41 main:581] : INFO : Epoch 681 | loss: 0.0311672 | val_loss: 0.0311735 | Time: 2813.21 ms [2020-12-23 03:58:44 main:581] : INFO : Epoch 682 | loss: 0.0311678 | val_loss: 0.0311747 | Time: 2801.47 ms [2020-12-23 03:58:47 main:581] : INFO : Epoch 683 | loss: 0.0311687 | val_loss: 0.0311793 | Time: 2799.28 ms [2020-12-23 03:58:49 main:581] : INFO : Epoch 684 | loss: 0.0311702 | val_loss: 0.0311759 | Time: 2807.93 ms [2020-12-23 03:58:52 main:581] : INFO : Epoch 685 | loss: 0.0311667 | val_loss: 0.0311742 | Time: 2798.92 ms [2020-12-23 03:58:55 main:581] : INFO : Epoch 686 | loss: 0.0311663 | val_loss: 0.0311756 | Time: 2796.4 ms [2020-12-23 03:58:58 main:581] : INFO : Epoch 687 | loss: 0.0311667 | val_loss: 0.0311748 | Time: 2801.86 ms [2020-12-23 03:59:01 main:581] : INFO : Epoch 688 | loss: 0.0311712 | val_loss: 0.0311788 | Time: 2852.57 ms [2020-12-23 03:59:04 main:581] : INFO : Epoch 689 | loss: 0.0311761 | val_loss: 0.0311768 | Time: 2799.92 ms [2020-12-23 03:59:06 main:581] : INFO : Epoch 690 | loss: 0.0311739 | val_loss: 0.0311776 | Time: 2799.66 ms [2020-12-23 03:59:09 main:581] : INFO : Epoch 691 | loss: 0.0311718 | val_loss: 0.0311768 | Time: 2809.57 ms [2020-12-23 03:59:12 main:581] : INFO : Epoch 692 | loss: 0.0311727 | val_loss: 0.0311782 | Time: 2807.93 ms [2020-12-23 03:59:15 main:581] : INFO : Epoch 693 | loss: 0.0311748 | val_loss: 0.031182 | Time: 2791.32 ms [2020-12-23 03:59:18 main:581] : INFO : Epoch 694 | loss: 0.0311761 | val_loss: 0.0311791 | Time: 2808.52 ms [2020-12-23 03:59:20 main:581] : INFO : Epoch 695 | loss: 0.0311783 | val_loss: 0.0311777 | Time: 2795.19 ms [2020-12-23 03:59:23 main:581] : INFO : Epoch 696 | loss: 0.0311724 | val_loss: 0.0311756 | Time: 2810.63 ms [2020-12-23 03:59:26 main:581] : INFO : Epoch 697 | loss: 0.0311745 | val_loss: 0.03118 | Time: 2809.72 ms [2020-12-23 03:59:29 main:581] : INFO : Epoch 698 | loss: 0.0311731 | val_loss: 0.0311752 | Time: 2801.31 ms [2020-12-23 03:59:32 main:581] : INFO : Epoch 699 | loss: 0.0311712 | val_loss: 0.0311763 | Time: 2826.76 ms [2020-12-23 03:59:34 main:581] : INFO : Epoch 700 | loss: 0.0311708 | val_loss: 0.0311738 | Time: 2804.35 ms [2020-12-23 03:59:37 main:581] : INFO : Epoch 701 | loss: 0.0311702 | val_loss: 0.0311732 | Time: 2803.79 ms [2020-12-23 03:59:40 main:581] : INFO : Epoch 702 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 2810.71 ms [2020-12-23 03:59:43 main:581] : INFO : Epoch 703 | loss: 0.03117 | val_loss: 0.0311772 | Time: 2815.62 ms [2020-12-23 03:59:46 main:581] : INFO : Epoch 704 | loss: 0.0311689 | val_loss: 0.0311743 | Time: 2813.26 ms [2020-12-23 03:59:48 main:581] : INFO : Epoch 705 | loss: 0.0311688 | val_loss: 0.0311763 | Time: 2813.29 ms [2020-12-23 03:59:51 main:581] : INFO : Epoch 706 | loss: 0.0311697 | val_loss: 0.0311729 | Time: 2814.27 ms [2020-12-23 03:59:54 main:581] : INFO : Epoch 707 | loss: 0.0311691 | val_loss: 0.0311735 | Time: 2814.51 ms [2020-12-23 03:59:57 main:581] : INFO : Epoch 708 | loss: 0.0311687 | val_loss: 0.0311736 | Time: 2813.83 ms [2020-12-23 04:00:00 main:581] : INFO : Epoch 709 | loss: 0.0311681 | val_loss: 0.0311783 | Time: 2820.76 ms [2020-12-23 04:00:03 main:581] : INFO : Epoch 710 | loss: 0.0311693 | val_loss: 0.0311834 | Time: 2812.9 ms [2020-12-23 04:00:05 main:581] : INFO : Epoch 711 | loss: 0.0311737 | val_loss: 0.0311791 | Time: 2815.29 ms [2020-12-23 04:00:08 main:581] : INFO : Epoch 712 | loss: 0.0311699 | val_loss: 0.0311736 | Time: 2815.78 ms [2020-12-23 04:00:11 main:581] : INFO : Epoch 713 | loss: 0.0311669 | val_loss: 0.0311726 | Time: 2812.72 ms [2020-12-23 04:00:14 main:581] : INFO : Epoch 714 | loss: 0.0311658 | val_loss: 0.0311715 | Time: 2808.14 ms [2020-12-23 04:00:17 main:581] : INFO : Epoch 715 | loss: 0.0311661 | val_loss: 0.0311735 | Time: 2812.92 ms [2020-12-23 04:00:19 main:581] : INFO : Epoch 716 | loss: 0.031165 | val_loss: 0.0311726 | Time: 2810.74 ms [2020-12-23 04:00:22 main:581] : INFO : Epoch 717 | loss: 0.0311632 | val_loss: 0.0311714 | Time: 2804.84 ms [2020-12-23 04:00:25 main:581] : INFO : Epoch 718 | loss: 0.031162 | val_loss: 0.0311708 | Time: 2806.1 ms [2020-12-23 04:00:28 main:581] : INFO : Epoch 719 | loss: 0.0311635 | val_loss: 0.0311702 | Time: 2800.35 ms [2020-12-23 04:00:31 main:581] : INFO : Epoch 720 | loss: 0.0311668 | val_loss: 0.0311723 | Time: 2822.86 ms [2020-12-23 04:00:33 main:581] : INFO : Epoch 721 | loss: 0.0311685 | val_loss: 0.0311717 | Time: 2801.77 ms [2020-12-23 04:00:36 main:581] : INFO : Epoch 722 | loss: 0.0311666 | val_loss: 0.0311724 | Time: 2810.4 ms [2020-12-23 04:00:39 main:581] : INFO : Epoch 723 | loss: 0.0311662 | val_loss: 0.0311748 | Time: 2810.42 ms [2020-12-23 04:00:42 main:581] : INFO : Epoch 724 | loss: 0.0311651 | val_loss: 0.0311699 | Time: 2804.32 ms [2020-12-23 04:00:45 main:581] : INFO : Epoch 725 | loss: 0.0311652 | val_loss: 0.0311721 | Time: 2803.8 ms [2020-12-23 04:00:47 main:581] : INFO : Epoch 726 | loss: 0.0311664 | val_loss: 0.0311688 | Time: 2810.52 ms [2020-12-23 04:00:50 main:581] : INFO : Epoch 727 | loss: 0.0311647 | val_loss: 0.0311688 | Time: 2812.76 ms [2020-12-23 04:00:53 main:581] : INFO : Epoch 728 | loss: 0.0311637 | val_loss: 0.0311714 | Time: 2815 ms [2020-12-23 04:00:56 main:581] : INFO : Epoch 729 | loss: 0.0311651 | val_loss: 0.0311695 | Time: 2814.61 ms [2020-12-23 04:00:59 main:581] : INFO : Epoch 730 | loss: 0.0311641 | val_loss: 0.0311706 | Time: 2812.37 ms [2020-12-23 04:01:02 main:581] : INFO : Epoch 731 | loss: 0.0311656 | val_loss: 0.0311726 | Time: 2857.33 ms [2020-12-23 04:01:04 main:581] : INFO : Epoch 732 | loss: 0.0311642 | val_loss: 0.0311695 | Time: 2814.44 ms [2020-12-23 04:01:07 main:581] : INFO : Epoch 733 | loss: 0.0311649 | val_loss: 0.0311702 | Time: 2812.77 ms [2020-12-23 04:01:10 main:581] : INFO : Epoch 734 | loss: 0.0311622 | val_loss: 0.0311704 | Time: 2814.16 ms [2020-12-23 04:01:13 main:581] : INFO : Epoch 735 | loss: 0.0311613 | val_loss: 0.0311701 | Time: 2814.98 ms [2020-12-23 04:01:16 main:581] : INFO : Epoch 736 | loss: 0.0311629 | val_loss: 0.0311707 | Time: 2814.34 ms [2020-12-23 04:01:18 main:581] : INFO : Epoch 737 | loss: 0.0311615 | val_loss: 0.0311692 | Time: 2813.19 ms [2020-12-23 04:01:21 main:581] : INFO : Epoch 738 | loss: 0.0311606 | val_loss: 0.0311686 | Time: 2814.14 ms [2020-12-23 04:01:24 main:581] : INFO : Epoch 739 | loss: 0.0311661 | val_loss: 0.0311706 | Time: 2815.18 ms [2020-12-23 04:01:27 main:581] : INFO : Epoch 740 | loss: 0.0311739 | val_loss: 0.0311753 | Time: 2812.36 ms [2020-12-23 04:01:30 main:581] : INFO : Epoch 741 | loss: 0.031166 | val_loss: 0.031172 | Time: 2820.96 ms [2020-12-23 04:01:33 main:581] : INFO : Epoch 742 | loss: 0.0311616 | val_loss: 0.0311703 | Time: 2811.25 ms [2020-12-23 04:01:35 main:581] : INFO : Epoch 743 | loss: 0.0311616 | val_loss: 0.0311722 | Time: 2809.55 ms [2020-12-23 04:01:38 main:581] : INFO : Epoch 744 | loss: 0.0311608 | val_loss: 0.0311705 | Time: 2807.96 ms [2020-12-23 04:01:41 main:581] : INFO : Epoch 745 | loss: 0.0311625 | val_loss: 0.0311723 | Time: 2812.65 ms [2020-12-23 04:01:44 main:581] : INFO : Epoch 746 | loss: 0.0311608 | val_loss: 0.0311691 | Time: 2808.64 ms [2020-12-23 04:01:47 main:581] : INFO : Epoch 747 | loss: 0.0311617 | val_loss: 0.0311713 | Time: 2809.56 ms [2020-12-23 04:01:49 main:581] : INFO : Epoch 748 | loss: 0.0311599 | val_loss: 0.0311682 | Time: 2803.89 ms [2020-12-23 04:01:52 main:581] : INFO : Epoch 749 | loss: 0.0311603 | val_loss: 0.0311695 | Time: 2809.6 ms [2020-12-23 04:01:55 main:581] : INFO : Epoch 750 | loss: 0.0311592 | val_loss: 0.0311689 | Time: 2807.89 ms [2020-12-23 04:01:58 main:581] : INFO : Epoch 751 | loss: 0.0311585 | val_loss: 0.0311727 | Time: 2812.61 ms [2020-12-23 04:02:01 main:581] : INFO : Epoch 752 | loss: 0.0311613 | val_loss: 0.0311703 | Time: 2846.78 ms [2020-12-23 04:02:03 main:581] : INFO : Epoch 753 | loss: 0.0311621 | val_loss: 0.0311718 | Time: 2817.46 ms [2020-12-23 04:02:06 main:581] : INFO : Epoch 754 | loss: 0.0311632 | val_loss: 0.0311786 | Time: 2814.31 ms [2020-12-23 04:02:09 main:581] : INFO : Epoch 755 | loss: 0.0311669 | val_loss: 0.0311759 | Time: 2814.61 ms [2020-12-23 04:02:12 main:581] : INFO : Epoch 756 | loss: 0.0311625 | val_loss: 0.0311694 | Time: 2814.76 ms [2020-12-23 04:02:15 main:581] : INFO : Epoch 757 | loss: 0.0311604 | val_loss: 0.0311703 | Time: 2815.35 ms [2020-12-23 04:02:18 main:581] : INFO : Epoch 758 | loss: 0.0311604 | val_loss: 0.031169 | Time: 2811.65 ms [2020-12-23 04:02:20 main:581] : INFO : Epoch 759 | loss: 0.0311595 | val_loss: 0.0311715 | Time: 2817.63 ms [2020-12-23 04:02:23 main:581] : INFO : Epoch 760 | loss: 0.0311591 | val_loss: 0.0311688 | Time: 2813.42 ms [2020-12-23 04:02:26 main:581] : INFO : Epoch 761 | loss: 0.0311597 | val_loss: 0.0311685 | Time: 2812.59 ms [2020-12-23 04:02:29 main:581] : INFO : Epoch 762 | loss: 0.0311602 | val_loss: 0.0311664 | Time: 2811.42 ms [2020-12-23 04:02:32 main:581] : INFO : Epoch 763 | loss: 0.0311632 | val_loss: 0.0311681 | Time: 2833.46 ms [2020-12-23 04:02:34 main:581] : INFO : Epoch 764 | loss: 0.031166 | val_loss: 0.0311753 | Time: 2802.89 ms [2020-12-23 04:02:37 main:581] : INFO : Epoch 765 | loss: 0.0311601 | val_loss: 0.031168 | Time: 2817.77 ms [2020-12-23 04:02:40 main:581] : INFO : Epoch 766 | loss: 0.0311605 | val_loss: 0.0311688 | Time: 2809.89 ms [2020-12-23 04:02:43 main:581] : INFO : Epoch 767 | loss: 0.0311603 | val_loss: 0.0311702 | Time: 2806.25 ms [2020-12-23 04:02:46 main:581] : INFO : Epoch 768 | loss: 0.0311592 | val_loss: 0.0311682 | Time: 2805.7 ms [2020-12-23 04:02:49 main:581] : INFO : Epoch 769 | loss: 0.0311592 | val_loss: 0.0311675 | Time: 2812.43 ms [2020-12-23 04:02:51 main:581] : INFO : Epoch 770 | loss: 0.0311597 | val_loss: 0.0311716 | Time: 2811.39 ms [2020-12-23 04:02:54 main:581] : INFO : Epoch 771 | loss: 0.0311587 | val_loss: 0.0311685 | Time: 2808.21 ms [2020-12-23 04:02:57 main:581] : INFO : Epoch 772 | loss: 0.0311582 | val_loss: 0.0311695 | Time: 2804.91 ms [2020-12-23 04:03:00 main:581] : INFO : Epoch 773 | loss: 0.0311588 | val_loss: 0.0311682 | Time: 2826.48 ms [2020-12-23 04:03:03 main:581] : INFO : Epoch 774 | loss: 0.0311581 | val_loss: 0.0311677 | Time: 2803.17 ms [2020-12-23 04:03:05 main:581] : INFO : Epoch 775 | loss: 0.031157 | val_loss: 0.0311685 | Time: 2800.39 ms [2020-12-23 04:03:08 main:581] : INFO : Epoch 776 | loss: 0.0311574 | val_loss: 0.0311679 | Time: 2808.51 ms [2020-12-23 04:03:11 main:581] : INFO : Epoch 777 | loss: 0.0311588 | val_loss: 0.0311683 | Time: 2808.32 ms [2020-12-23 04:03:14 main:581] : INFO : Epoch 778 | loss: 0.0311585 | val_loss: 0.0311687 | Time: 2799.58 ms [2020-12-23 04:03:17 main:581] : INFO : Epoch 779 | loss: 0.031157 | val_loss: 0.0311711 | Time: 2804.71 ms [2020-12-23 04:03:19 main:581] : INFO : Epoch 780 | loss: 0.0311587 | val_loss: 0.0311717 | Time: 2804.3 ms [2020-12-23 04:03:22 main:581] : INFO : Epoch 781 | loss: 0.0311575 | val_loss: 0.0311678 | Time: 2808.22 ms [2020-12-23 04:03:25 main:581] : INFO : Epoch 782 | loss: 0.0311585 | val_loss: 0.0311675 | Time: 2812.9 ms [2020-12-23 04:03:28 main:581] : INFO : Epoch 783 | loss: 0.0311561 | val_loss: 0.0311701 | Time: 2798.69 ms [2020-12-23 04:03:31 main:581] : INFO : Epoch 784 | loss: 0.0311561 | val_loss: 0.0311677 | Time: 2834.93 ms [2020-12-23 04:03:33 main:581] : INFO : Epoch 785 | loss: 0.0311585 | val_loss: 0.0311659 | Time: 2809.84 ms [2020-12-23 04:03:36 main:581] : INFO : Epoch 786 | loss: 0.0311594 | val_loss: 0.0311695 | Time: 2800.6 ms [2020-12-23 04:03:39 main:581] : INFO : Epoch 787 | loss: 0.0311588 | val_loss: 0.031166 | Time: 2808.95 ms [2020-12-23 04:03:42 main:581] : INFO : Epoch 788 | loss: 0.0311621 | val_loss: 0.0311736 | Time: 2802.4 ms [2020-12-23 04:03:45 main:581] : INFO : Epoch 789 | loss: 0.0311622 | val_loss: 0.0311665 | Time: 2803.94 ms [2020-12-23 04:03:47 main:581] : INFO : Epoch 790 | loss: 0.0311585 | val_loss: 0.0311697 | Time: 2807.1 ms [2020-12-23 04:03:50 main:581] : INFO : Epoch 791 | loss: 0.0311573 | val_loss: 0.031167 | Time: 2801.55 ms [2020-12-23 04:03:53 main:581] : INFO : Epoch 792 | loss: 0.0311581 | val_loss: 0.0311711 | Time: 2809.37 ms [2020-12-23 04:03:56 main:581] : INFO : Epoch 793 | loss: 0.0311576 | val_loss: 0.0311676 | Time: 2814.31 ms [2020-12-23 04:03:59 main:581] : INFO : Epoch 794 | loss: 0.0311573 | val_loss: 0.0311647 | Time: 2809.52 ms [2020-12-23 04:04:02 main:581] : INFO : Epoch 795 | loss: 0.0311573 | val_loss: 0.0311651 | Time: 2846.47 ms [2020-12-23 04:04:04 main:581] : INFO : Epoch 796 | loss: 0.031156 | val_loss: 0.0311682 | Time: 2814.44 ms [2020-12-23 04:04:07 main:581] : INFO : Epoch 797 | loss: 0.0311572 | val_loss: 0.0311663 | Time: 2803.59 ms [2020-12-23 04:04:10 main:581] : INFO : Epoch 798 | loss: 0.0311562 | val_loss: 0.0311655 | Time: 2802.07 ms [2020-12-23 04:04:13 main:581] : INFO : Epoch 799 | loss: 0.0311568 | val_loss: 0.031168 | Time: 2796.46 ms [2020-12-23 04:04:16 main:581] : INFO : Epoch 800 | loss: 0.0311558 | val_loss: 0.0311658 | Time: 2805.37 ms [2020-12-23 04:04:18 main:581] : INFO : Epoch 801 | loss: 0.0311549 | val_loss: 0.0311669 | Time: 2811.22 ms [2020-12-23 04:04:21 main:581] : INFO : Epoch 802 | loss: 0.0311564 | val_loss: 0.0311691 | Time: 2807.94 ms [2020-12-23 04:04:24 main:581] : INFO : Epoch 803 | loss: 0.0311583 | val_loss: 0.0311662 | Time: 2801.22 ms [2020-12-23 04:04:27 main:581] : INFO : Epoch 804 | loss: 0.0311564 | val_loss: 0.0311685 | Time: 2793.13 ms [2020-12-23 04:04:30 main:581] : INFO : Epoch 805 | loss: 0.0311562 | val_loss: 0.0311678 | Time: 2806.29 ms [2020-12-23 04:04:32 main:581] : INFO : Epoch 806 | loss: 0.0311581 | val_loss: 0.0311736 | Time: 2804.24 ms [2020-12-23 04:04:35 main:581] : INFO : Epoch 807 | loss: 0.0311586 | val_loss: 0.0311693 | Time: 2808.99 ms [2020-12-23 04:04:38 main:581] : INFO : Epoch 808 | loss: 0.0311609 | val_loss: 0.0311672 | Time: 2799.15 ms [2020-12-23 04:04:41 main:581] : INFO : Epoch 809 | loss: 0.0311568 | val_loss: 0.0311662 | Time: 2799.83 ms [2020-12-23 04:04:44 main:581] : INFO : Epoch 810 | loss: 0.0311564 | val_loss: 0.0311651 | Time: 2803.36 ms [2020-12-23 04:04:46 main:581] : INFO : Epoch 811 | loss: 0.0311555 | val_loss: 0.0311651 | Time: 2809.05 ms [2020-12-23 04:04:49 main:581] : INFO : Epoch 812 | loss: 0.0311568 | val_loss: 0.0311645 | Time: 2805.22 ms [2020-12-23 04:04:52 main:581] : INFO : Epoch 813 | loss: 0.0311584 | val_loss: 0.0311668 | Time: 2802.39 ms [2020-12-23 04:04:55 main:581] : INFO : Epoch 814 | loss: 0.0311591 | val_loss: 0.0311657 | Time: 2813.17 ms [2020-12-23 04:04:58 main:581] : INFO : Epoch 815 | loss: 0.0311568 | val_loss: 0.0311671 | Time: 2810.43 ms [2020-12-23 04:05:01 main:581] : INFO : Epoch 816 | loss: 0.0311594 | val_loss: 0.0311665 | Time: 2860.8 ms [2020-12-23 04:05:03 main:581] : INFO : Epoch 817 | loss: 0.0311589 | val_loss: 0.0311677 | Time: 2803.42 ms [2020-12-23 04:05:06 main:581] : INFO : Epoch 818 | loss: 0.03116 | val_loss: 0.0311698 | Time: 2808.73 ms [2020-12-23 04:05:09 main:581] : INFO : Epoch 819 | loss: 0.0311591 | val_loss: 0.0311682 | Time: 2812.3 ms [2020-12-23 04:05:12 main:581] : INFO : Epoch 820 | loss: 0.0311582 | val_loss: 0.031165 | Time: 2812.27 ms [2020-12-23 04:05:15 main:581] : INFO : Epoch 821 | loss: 0.0311591 | val_loss: 0.0311663 | Time: 2810.83 ms [2020-12-23 04:05:17 main:581] : INFO : Epoch 822 | loss: 0.0311589 | val_loss: 0.0311687 | Time: 2809.15 ms [2020-12-23 04:05:20 main:581] : INFO : Epoch 823 | loss: 0.0311586 | val_loss: 0.0311666 | Time: 2800.03 ms [2020-12-23 04:05:23 main:581] : INFO : Epoch 824 | loss: 0.0311571 | val_loss: 0.0311664 | Time: 2810.69 ms [2020-12-23 04:05:26 main:581] : INFO : Epoch 825 | loss: 0.0311578 | val_loss: 0.031167 | Time: 2813.06 ms [2020-12-23 04:05:29 main:581] : INFO : Epoch 826 | loss: 0.0311591 | val_loss: 0.0311661 | Time: 2806.48 ms [2020-12-23 04:05:31 main:581] : INFO : Epoch 827 | loss: 0.0311562 | val_loss: 0.0311666 | Time: 2833.41 ms [2020-12-23 04:05:34 main:581] : INFO : Epoch 828 | loss: 0.0311554 | val_loss: 0.031168 | Time: 2811.69 ms [2020-12-23 04:05:37 main:581] : INFO : Epoch 829 | loss: 0.0311561 | val_loss: 0.0311664 | Time: 2809.84 ms [2020-12-23 04:05:40 main:581] : INFO : Epoch 830 | loss: 0.0311575 | val_loss: 0.0311658 | Time: 2813.26 ms [2020-12-23 04:05:43 main:581] : INFO : Epoch 831 | loss: 0.031156 | val_loss: 0.031169 | Time: 2810.41 ms [2020-12-23 04:05:46 main:581] : INFO : Epoch 832 | loss: 0.0311576 | val_loss: 0.0311663 | Time: 2809.16 ms [2020-12-23 04:05:48 main:581] : INFO : Epoch 833 | loss: 0.0311576 | val_loss: 0.0311691 | Time: 2812.77 ms [2020-12-23 04:05:51 main:581] : INFO : Epoch 834 | loss: 0.0311561 | val_loss: 0.0311653 | Time: 2810.79 ms [2020-12-23 04:05:54 main:581] : INFO : Epoch 835 | loss: 0.0311551 | val_loss: 0.0311659 | Time: 2801.17 ms [2020-12-23 04:05:57 main:581] : INFO : Epoch 836 | loss: 0.0311564 | val_loss: 0.0311661 | Time: 2802.74 ms [2020-12-23 04:06:00 main:581] : INFO : Epoch 837 | loss: 0.0311611 | val_loss: 0.0311682 | Time: 2822.1 ms [2020-12-23 04:06:02 main:581] : INFO : Epoch 838 | loss: 0.0311592 | val_loss: 0.0311649 | Time: 2814.44 ms [2020-12-23 04:06:05 main:581] : INFO : Epoch 839 | loss: 0.0311564 | val_loss: 0.0311676 | Time: 2791.2 ms [2020-12-23 04:06:08 main:581] : INFO : Epoch 840 | loss: 0.0311553 | val_loss: 0.0311663 | Time: 2813.6 ms [2020-12-23 04:06:11 main:581] : INFO : Epoch 841 | loss: 0.0311548 | val_loss: 0.0311663 | Time: 2802.14 ms [2020-12-23 04:06:14 main:581] : INFO : Epoch 842 | loss: 0.0311547 | val_loss: 0.031165 | Time: 2803.81 ms [2020-12-23 04:06:16 main:581] : INFO : Epoch 843 | loss: 0.0311537 | val_loss: 0.0311656 | Time: 2806.61 ms [2020-12-23 04:06:19 main:581] : INFO : Epoch 844 | loss: 0.0311541 | val_loss: 0.0311655 | Time: 2807.1 ms [2020-12-23 04:06:22 main:581] : INFO : Epoch 845 | loss: 0.0311548 | val_loss: 0.0311687 | Time: 2804.63 ms [2020-12-23 04:06:25 main:581] : INFO : Epoch 846 | loss: 0.0311565 | val_loss: 0.0311688 | Time: 2798.5 ms [2020-12-23 04:06:28 main:581] : INFO : Epoch 847 | loss: 0.0311553 | val_loss: 0.031169 | Time: 2806.51 ms [2020-12-23 04:06:30 main:581] : INFO : Epoch 848 | loss: 0.0311557 | val_loss: 0.031167 | Time: 2830.36 ms [2020-12-23 04:06:33 main:581] : INFO : Epoch 849 | loss: 0.0311554 | val_loss: 0.0311667 | Time: 2806.01 ms [2020-12-23 04:06:36 main:581] : INFO : Epoch 850 | loss: 0.0311571 | val_loss: 0.031171 | Time: 2805.66 ms [2020-12-23 04:06:39 main:581] : INFO : Epoch 851 | loss: 0.0311581 | val_loss: 0.0311673 | Time: 2805.5 ms [2020-12-23 04:06:42 main:581] : INFO : Epoch 852 | loss: 0.0311542 | val_loss: 0.031167 | Time: 2805.6 ms [2020-12-23 04:06:44 main:581] : INFO : Epoch 853 | loss: 0.0311543 | val_loss: 0.0311685 | Time: 2805.87 ms [2020-12-23 04:06:47 main:581] : INFO : Epoch 854 | loss: 0.0311543 | val_loss: 0.0311673 | Time: 2804.03 ms [2020-12-23 04:06:50 main:581] : INFO : Epoch 855 | loss: 0.0311537 | val_loss: 0.0311647 | Time: 2794.13 ms [2020-12-23 04:06:53 main:581] : INFO : Epoch 856 | loss: 0.0311542 | val_loss: 0.0311658 | Time: 2809.39 ms [2020-12-23 04:06:56 main:581] : INFO : Epoch 857 | loss: 0.0311536 | val_loss: 0.0311671 | Time: 2809.1 ms [2020-12-23 04:06:59 main:581] : INFO : Epoch 858 | loss: 0.0311519 | val_loss: 0.0311652 | Time: 2807.35 ms [2020-12-23 04:07:01 main:581] : INFO : Epoch 859 | loss: 0.0311536 | val_loss: 0.0311675 | Time: 2858.47 ms [2020-12-23 04:07:04 main:581] : INFO : Epoch 860 | loss: 0.0311523 | val_loss: 0.0311668 | Time: 2816.19 ms [2020-12-23 04:07:07 main:581] : INFO : Epoch 861 | loss: 0.0311543 | val_loss: 0.0311655 | Time: 2811.92 ms [2020-12-23 04:07:10 main:581] : INFO : Epoch 862 | loss: 0.0311529 | val_loss: 0.0311646 | Time: 2812.23 ms [2020-12-23 04:07:13 main:581] : INFO : Epoch 863 | loss: 0.0311525 | val_loss: 0.031166 | Time: 2809.81 ms [2020-12-23 04:07:15 main:581] : INFO : Epoch 864 | loss: 0.0311537 | val_loss: 0.0311701 | Time: 2811.26 ms [2020-12-23 04:07:18 main:581] : INFO : Epoch 865 | loss: 0.0311553 | val_loss: 0.0311644 | Time: 2812.45 ms [2020-12-23 04:07:21 main:581] : INFO : Epoch 866 | loss: 0.0311526 | val_loss: 0.0311623 | Time: 2811.97 ms [2020-12-23 04:07:24 main:581] : INFO : Epoch 867 | loss: 0.0311547 | val_loss: 0.0311651 | Time: 2811.59 ms [2020-12-23 04:07:27 main:581] : INFO : Epoch 868 | loss: 0.0311618 | val_loss: 0.0311699 | Time: 2805.65 ms [2020-12-23 04:07:29 main:581] : INFO : Epoch 869 | loss: 0.0311564 | val_loss: 0.031166 | Time: 2809.73 ms [2020-12-23 04:07:32 main:581] : INFO : Epoch 870 | loss: 0.0311546 | val_loss: 0.0311655 | Time: 2813.93 ms [2020-12-23 04:07:35 main:581] : INFO : Epoch 871 | loss: 0.0311586 | val_loss: 0.0311688 | Time: 2810.62 ms [2020-12-23 04:07:38 main:581] : INFO : Epoch 872 | loss: 0.0311564 | val_loss: 0.0311657 | Time: 2814.24 ms [2020-12-23 04:07:41 main:581] : INFO : Epoch 873 | loss: 0.0311547 | val_loss: 0.0311683 | Time: 2811.55 ms [2020-12-23 04:07:44 main:581] : INFO : Epoch 874 | loss: 0.031153 | val_loss: 0.0311638 | Time: 2809.68 ms [2020-12-23 04:07:46 main:581] : INFO : Epoch 875 | loss: 0.0311524 | val_loss: 0.0311673 | Time: 2813.61 ms [2020-12-23 04:07:49 main:581] : INFO : Epoch 876 | loss: 0.0311524 | val_loss: 0.0311648 | Time: 2812.92 ms [2020-12-23 04:07:52 main:581] : INFO : Epoch 877 | loss: 0.0311528 | val_loss: 0.0311653 | Time: 2813.94 ms [2020-12-23 04:07:55 main:581] : INFO : Epoch 878 | loss: 0.0311523 | val_loss: 0.031166 | Time: 2813.21 ms [2020-12-23 04:07:58 main:581] : INFO : Epoch 879 | loss: 0.0311528 | val_loss: 0.0311645 | Time: 2812.09 ms [2020-12-23 04:08:00 main:581] : INFO : Epoch 880 | loss: 0.0311519 | val_loss: 0.0311659 | Time: 2848.37 ms [2020-12-23 04:08:03 main:581] : INFO : Epoch 881 | loss: 0.0311531 | val_loss: 0.0311646 | Time: 2807.97 ms [2020-12-23 04:08:06 main:581] : INFO : Epoch 882 | loss: 0.0311552 | val_loss: 0.0311657 | Time: 2812.71 ms [2020-12-23 04:08:09 main:581] : INFO : Epoch 883 | loss: 0.0311611 | val_loss: 0.0311687 | Time: 2813.34 ms [2020-12-23 04:08:12 main:581] : INFO : Epoch 884 | loss: 0.0311662 | val_loss: 0.0311698 | Time: 2813.23 ms [2020-12-23 04:08:15 main:581] : INFO : Epoch 885 | loss: 0.0311644 | val_loss: 0.0311741 | Time: 2813.34 ms [2020-12-23 04:08:17 main:581] : INFO : Epoch 886 | loss: 0.0311652 | val_loss: 0.03117 | Time: 2804.93 ms [2020-12-23 04:08:20 main:581] : INFO : Epoch 887 | loss: 0.0311627 | val_loss: 0.0311673 | Time: 2810.85 ms [2020-12-23 04:08:23 main:581] : INFO : Epoch 888 | loss: 0.0311621 | val_loss: 0.0311667 | Time: 2804.99 ms [2020-12-23 04:08:26 main:581] : INFO : Epoch 889 | loss: 0.0311635 | val_loss: 0.031171 | Time: 2803.66 ms [2020-12-23 04:08:29 main:581] : INFO : Epoch 890 | loss: 0.0311621 | val_loss: 0.0311656 | Time: 2801 ms [2020-12-23 04:08:31 main:581] : INFO : Epoch 891 | loss: 0.0311605 | val_loss: 0.03117 | Time: 2832.86 ms [2020-12-23 04:08:34 main:581] : INFO : Epoch 892 | loss: 0.0311593 | val_loss: 0.0311696 | Time: 2805.74 ms [2020-12-23 04:08:37 main:581] : INFO : Epoch 893 | loss: 0.0311597 | val_loss: 0.0311672 | Time: 2804.76 ms [2020-12-23 04:08:40 main:581] : INFO : Epoch 894 | loss: 0.0311587 | val_loss: 0.0311677 | Time: 2804.14 ms [2020-12-23 04:08:43 main:581] : INFO : Epoch 895 | loss: 0.0311584 | val_loss: 0.031168 | Time: 2804.22 ms [2020-12-23 04:08:45 main:581] : INFO : Epoch 896 | loss: 0.0311584 | val_loss: 0.031167 | Time: 2805.22 ms [2020-12-23 04:08:48 main:581] : INFO : Epoch 897 | loss: 0.0311616 | val_loss: 0.0311721 | Time: 2808.02 ms [2020-12-23 04:08:51 main:581] : INFO : Epoch 898 | loss: 0.0311584 | val_loss: 0.0311685 | Time: 2809.7 ms [2020-12-23 04:08:54 main:581] : INFO : Epoch 899 | loss: 0.0311592 | val_loss: 0.0311685 | Time: 2811.96 ms [2020-12-23 04:08:57 main:581] : INFO : Epoch 900 | loss: 0.0311595 | val_loss: 0.0311711 | Time: 2804.58 ms [2020-12-23 04:08:59 main:581] : INFO : Epoch 901 | loss: 0.0311612 | val_loss: 0.0311731 | Time: 2818.73 ms [2020-12-23 04:09:02 main:581] : INFO : Epoch 902 | loss: 0.0311602 | val_loss: 0.0311687 | Time: 2833.5 ms [2020-12-23 04:09:05 main:581] : INFO : Epoch 903 | loss: 0.031158 | val_loss: 0.0311664 | Time: 2815.01 ms [2020-12-23 04:09:08 main:581] : INFO : Epoch 904 | loss: 0.0311578 | val_loss: 0.0311667 | Time: 2818.25 ms [2020-12-23 04:09:11 main:581] : INFO : Epoch 905 | loss: 0.0311564 | val_loss: 0.0311679 | Time: 2800.03 ms [2020-12-23 04:09:14 main:581] : INFO : Epoch 906 | loss: 0.0311566 | val_loss: 0.0311678 | Time: 2812.92 ms [2020-12-23 04:09:16 main:581] : INFO : Epoch 907 | loss: 0.0311559 | val_loss: 0.0311737 | Time: 2818.37 ms [2020-12-23 04:09:19 main:581] : INFO : Epoch 908 | loss: 0.0311594 | val_loss: 0.0311676 | Time: 2816.49 ms [2020-12-23 04:09:22 main:581] : INFO : Epoch 909 | loss: 0.0311553 | val_loss: 0.0311717 | Time: 2815.8 ms [2020-12-23 04:09:25 main:581] : INFO : Epoch 910 | loss: 0.0311559 | val_loss: 0.0311689 | Time: 2812.58 ms [2020-12-23 04:09:28 main:581] : INFO : Epoch 911 | loss: 0.0311555 | val_loss: 0.0311687 | Time: 2815.18 ms [2020-12-23 04:09:30 main:581] : INFO : Epoch 912 | loss: 0.0311547 | val_loss: 0.0311667 | Time: 2828.76 ms [2020-12-23 04:09:33 main:581] : INFO : Epoch 913 | loss: 0.0311551 | val_loss: 0.0311708 | Time: 2816.22 ms [2020-12-23 04:09:36 main:581] : INFO : Epoch 914 | loss: 0.031155 | val_loss: 0.0311656 | Time: 2811.84 ms [2020-12-23 04:09:39 main:581] : INFO : Epoch 915 | loss: 0.0311562 | val_loss: 0.0311709 | Time: 2810.97 ms [2020-12-23 04:09:42 main:581] : INFO : Epoch 916 | loss: 0.0311563 | val_loss: 0.0311656 | Time: 2800.88 ms [2020-12-23 04:09:45 main:581] : INFO : Epoch 917 | loss: 0.0311546 | val_loss: 0.031166 | Time: 2812.12 ms [2020-12-23 04:09:47 main:581] : INFO : Epoch 918 | loss: 0.0311556 | val_loss: 0.0311665 | Time: 2807.92 ms [2020-12-23 04:09:50 main:581] : INFO : Epoch 919 | loss: 0.0311535 | val_loss: 0.031165 | Time: 2813.63 ms [2020-12-23 04:09:53 main:581] : INFO : Epoch 920 | loss: 0.0311545 | val_loss: 0.0311646 | Time: 2813.09 ms [2020-12-23 04:09:56 main:581] : INFO : Epoch 921 | loss: 0.0311544 | val_loss: 0.0311655 | Time: 2811.52 ms [2020-12-23 04:09:59 main:581] : INFO : Epoch 922 | loss: 0.0311557 | val_loss: 0.0311664 | Time: 2813.15 ms [2020-12-23 04:10:01 main:581] : INFO : Epoch 923 | loss: 0.031156 | val_loss: 0.0311677 | Time: 2853.34 ms [2020-12-23 04:10:04 main:581] : INFO : Epoch 924 | loss: 0.031157 | val_loss: 0.0311664 | Time: 2811.35 ms [2020-12-23 04:10:07 main:581] : INFO : Epoch 925 | loss: 0.0311553 | val_loss: 0.0311666 | Time: 2814.05 ms [2020-12-23 04:10:10 main:581] : INFO : Epoch 926 | loss: 0.0311559 | val_loss: 0.0311666 | Time: 2812.08 ms [2020-12-23 04:10:13 main:581] : INFO : Epoch 927 | loss: 0.031154 | val_loss: 0.0311679 | Time: 2814.02 ms [2020-12-23 04:10:15 main:581] : INFO : Epoch 928 | loss: 0.0311538 | val_loss: 0.0311656 | Time: 2809.23 ms [2020-12-23 04:10:18 main:581] : INFO : Epoch 929 | loss: 0.0311561 | val_loss: 0.0311696 | Time: 2801.84 ms [2020-12-23 04:10:21 main:581] : INFO : Epoch 930 | loss: 0.0311579 | val_loss: 0.0311701 | Time: 2806.37 ms [2020-12-23 04:10:24 main:581] : INFO : Epoch 931 | loss: 0.0311568 | val_loss: 0.0311699 | Time: 2809.83 ms [2020-12-23 04:10:27 main:581] : INFO : Epoch 932 | loss: 0.0311554 | val_loss: 0.0311679 | Time: 2805.91 ms [2020-12-23 04:10:30 main:581] : INFO : Epoch 933 | loss: 0.0311556 | val_loss: 0.031169 | Time: 2807.76 ms [2020-12-23 04:10:32 main:581] : INFO : Epoch 934 | loss: 0.0311555 | val_loss: 0.031167 | Time: 2808.22 ms [2020-12-23 04:10:35 main:581] : INFO : Epoch 935 | loss: 0.0311558 | val_loss: 0.0311677 | Time: 2806.17 ms [2020-12-23 04:10:38 main:581] : INFO : Epoch 936 | loss: 0.0311557 | val_loss: 0.0311689 | Time: 2811.57 ms [2020-12-23 04:10:41 main:581] : INFO : Epoch 937 | loss: 0.0311577 | val_loss: 0.0311671 | Time: 2800.06 ms [2020-12-23 04:10:44 main:581] : INFO : Epoch 938 | loss: 0.0311612 | val_loss: 0.0311696 | Time: 2817.79 ms [2020-12-23 04:10:46 main:581] : INFO : Epoch 939 | loss: 0.0311753 | val_loss: 0.0311857 | Time: 2815.3 ms [2020-12-23 04:10:49 main:581] : INFO : Epoch 940 | loss: 0.0311675 | val_loss: 0.0311708 | Time: 2805.1 ms [2020-12-23 04:10:52 main:581] : INFO : Epoch 941 | loss: 0.0311597 | val_loss: 0.031168 | Time: 2816.48 ms [2020-12-23 04:10:55 main:581] : INFO : Epoch 942 | loss: 0.0311562 | val_loss: 0.0311671 | Time: 2807.84 ms [2020-12-23 04:10:58 main:581] : INFO : Epoch 943 | loss: 0.0311566 | val_loss: 0.0311673 | Time: 2803.81 ms [2020-12-23 04:11:00 main:581] : INFO : Epoch 944 | loss: 0.0311555 | val_loss: 0.031166 | Time: 2857.65 ms [2020-12-23 04:11:03 main:581] : INFO : Epoch 945 | loss: 0.0311556 | val_loss: 0.0311674 | Time: 2815.76 ms [2020-12-23 04:11:06 main:581] : INFO : Epoch 946 | loss: 0.0311555 | val_loss: 0.0311671 | Time: 2812.82 ms [2020-12-23 04:11:09 main:581] : INFO : Epoch 947 | loss: 0.0311535 | val_loss: 0.0311626 | Time: 2805.94 ms [2020-12-23 04:11:12 main:581] : INFO : Epoch 948 | loss: 0.0311537 | val_loss: 0.0311647 | Time: 2807.23 ms [2020-12-23 04:11:15 main:581] : INFO : Epoch 949 | loss: 0.0311528 | val_loss: 0.0311664 | Time: 2809.72 ms [2020-12-23 04:11:17 main:581] : INFO : Epoch 950 | loss: 0.0311534 | val_loss: 0.0311713 | Time: 2814.16 ms [2020-12-23 04:11:20 main:581] : INFO : Epoch 951 | loss: 0.0311551 | val_loss: 0.0311634 | Time: 2813.79 ms [2020-12-23 04:11:23 main:581] : INFO : Epoch 952 | loss: 0.0311525 | val_loss: 0.0311671 | Time: 2813.68 ms [2020-12-23 04:11:26 main:581] : INFO : Epoch 953 | loss: 0.031153 | val_loss: 0.0311681 | Time: 2811.65 ms [2020-12-23 04:11:29 main:581] : INFO : Epoch 954 | loss: 0.031154 | val_loss: 0.0311698 | Time: 2814.44 ms [2020-12-23 04:11:31 main:581] : INFO : Epoch 955 | loss: 0.0311549 | val_loss: 0.0311667 | Time: 2837.4 ms [2020-12-23 04:11:34 main:581] : INFO : Epoch 956 | loss: 0.0311538 | val_loss: 0.0311672 | Time: 2815.19 ms [2020-12-23 04:11:37 main:581] : INFO : Epoch 957 | loss: 0.0311527 | val_loss: 0.0311667 | Time: 2813.48 ms [2020-12-23 04:11:40 main:581] : INFO : Epoch 958 | loss: 0.031153 | val_loss: 0.0311629 | Time: 2809.47 ms [2020-12-23 04:11:43 main:581] : INFO : Epoch 959 | loss: 0.0311523 | val_loss: 0.0311657 | Time: 2805.91 ms [2020-12-23 04:11:46 main:581] : INFO : Epoch 960 | loss: 0.0311528 | val_loss: 0.0311676 | Time: 2815.41 ms [2020-12-23 04:11:48 main:581] : INFO : Epoch 961 | loss: 0.0311558 | val_loss: 0.0311677 | Time: 2815.79 ms [2020-12-23 04:11:51 main:581] : INFO : Epoch 962 | loss: 0.0311547 | val_loss: 0.0311666 | Time: 2812.07 ms [2020-12-23 04:11:54 main:581] : INFO : Epoch 963 | loss: 0.0311547 | val_loss: 0.0311682 | Time: 2813.24 ms [2020-12-23 04:11:57 main:581] : INFO : Epoch 964 | loss: 0.0311558 | val_loss: 0.0311678 | Time: 2812.61 ms [2020-12-23 04:12:00 main:581] : INFO : Epoch 965 | loss: 0.0311551 | val_loss: 0.0311681 | Time: 2822.08 ms [2020-12-23 04:12:02 main:581] : INFO : Epoch 966 | loss: 0.0311542 | val_loss: 0.031167 | Time: 2813.76 ms [2020-12-23 04:12:05 main:581] : INFO : Epoch 967 | loss: 0.0311536 | val_loss: 0.0311676 | Time: 2815.15 ms [2020-12-23 04:12:08 main:581] : INFO : Epoch 968 | loss: 0.0311526 | val_loss: 0.03117 | Time: 2812.18 ms [2020-12-23 04:12:11 main:581] : INFO : Epoch 969 | loss: 0.0311533 | val_loss: 0.0311675 | Time: 2807.41 ms [2020-12-23 04:12:14 main:581] : INFO : Epoch 970 | loss: 0.0311543 | val_loss: 0.031164 | Time: 2817.22 ms [2020-12-23 04:12:16 main:581] : INFO : Epoch 971 | loss: 0.0311546 | val_loss: 0.0311643 | Time: 2802.81 ms [2020-12-23 04:12:19 main:581] : INFO : Epoch 972 | loss: 0.0311533 | val_loss: 0.0311668 | Time: 2806.46 ms [2020-12-23 04:12:22 main:581] : INFO : Epoch 973 | loss: 0.0311538 | val_loss: 0.0311626 | Time: 2811.08 ms [2020-12-23 04:12:25 main:581] : INFO : Epoch 974 | loss: 0.0311521 | val_loss: 0.0311628 | Time: 2801.91 ms [2020-12-23 04:12:28 main:581] : INFO : Epoch 975 | loss: 0.0311512 | val_loss: 0.031165 | Time: 2815.1 ms [2020-12-23 04:12:31 main:581] : INFO : Epoch 976 | loss: 0.0311523 | val_loss: 0.031163 | Time: 2835.35 ms [2020-12-23 04:12:33 main:581] : INFO : Epoch 977 | loss: 0.0311507 | val_loss: 0.0311624 | Time: 2811.99 ms [2020-12-23 04:12:36 main:581] : INFO : Epoch 978 | loss: 0.031152 | val_loss: 0.0311622 | Time: 2808.88 ms [2020-12-23 04:12:39 main:581] : INFO : Epoch 979 | loss: 0.0311508 | val_loss: 0.0311619 | Time: 2810.97 ms [2020-12-23 04:12:42 main:581] : INFO : Epoch 980 | loss: 0.0311504 | val_loss: 0.0311629 | Time: 2813.23 ms [2020-12-23 04:12:45 main:581] : INFO : Epoch 981 | loss: 0.0311525 | val_loss: 0.0311661 | Time: 2811.86 ms [2020-12-23 04:12:47 main:581] : INFO : Epoch 982 | loss: 0.0311531 | val_loss: 0.0311724 | Time: 2813.23 ms [2020-12-23 04:12:50 main:581] : INFO : Epoch 983 | loss: 0.0311593 | val_loss: 0.0311741 | Time: 2812.6 ms [2020-12-23 04:12:53 main:581] : INFO : Epoch 984 | loss: 0.0311647 | val_loss: 0.0311724 | Time: 2814.42 ms [2020-12-23 04:12:56 main:581] : INFO : Epoch 985 | loss: 0.0311635 | val_loss: 0.0311679 | Time: 2812.03 ms [2020-12-23 04:12:59 main:581] : INFO : Epoch 986 | loss: 0.0311605 | val_loss: 0.0311684 | Time: 2815.16 ms [2020-12-23 04:13:02 main:581] : INFO : Epoch 987 | loss: 0.0311588 | val_loss: 0.0311686 | Time: 2857.69 ms [2020-12-23 04:13:04 main:581] : INFO : Epoch 988 | loss: 0.031158 | val_loss: 0.0311682 | Time: 2816.24 ms [2020-12-23 04:13:07 main:581] : INFO : Epoch 989 | loss: 0.0311605 | val_loss: 0.0311659 | Time: 2815.63 ms [2020-12-23 04:13:10 main:581] : INFO : Epoch 990 | loss: 0.0311578 | val_loss: 0.0311643 | Time: 2814.9 ms [2020-12-23 04:13:13 main:581] : INFO : Epoch 991 | loss: 0.0311578 | val_loss: 0.031166 | Time: 2814.4 ms [2020-12-23 04:13:16 main:581] : INFO : Epoch 992 | loss: 0.0311574 | val_loss: 0.0311644 | Time: 2814.43 ms [2020-12-23 04:13:18 main:581] : INFO : Epoch 993 | loss: 0.0311564 | val_loss: 0.0311649 | Time: 2812.2 ms [2020-12-23 04:13:21 main:581] : INFO : Epoch 994 | loss: 0.031156 | val_loss: 0.0311656 | Time: 2809.24 ms [2020-12-23 04:13:24 main:581] : INFO : Epoch 995 | loss: 0.0311558 | val_loss: 0.0311666 | Time: 2806.31 ms [2020-12-23 04:13:27 main:581] : INFO : Epoch 996 | loss: 0.0311559 | val_loss: 0.0311664 | Time: 2809.62 ms [2020-12-23 04:13:30 main:581] : INFO : Epoch 997 | loss: 0.0311563 | val_loss: 0.031167 | Time: 2808.53 ms [2020-12-23 04:13:32 main:581] : INFO : Epoch 998 | loss: 0.0311572 | val_loss: 0.0311661 | Time: 2814.75 ms [2020-12-23 04:13:35 main:581] : INFO : Epoch 999 | loss: 0.0311606 | val_loss: 0.0311637 | Time: 2812.12 ms [2020-12-23 04:13:38 main:581] : INFO : Epoch 1000 | loss: 0.0311596 | val_loss: 0.0311672 | Time: 2809.05 ms [2020-12-23 04:13:41 main:581] : INFO : Epoch 1001 | loss: 0.031165 | val_loss: 0.031169 | Time: 2806.72 ms [2020-12-23 04:13:44 main:581] : INFO : Epoch 1002 | loss: 0.0311623 | val_loss: 0.0311718 | Time: 2807.08 ms [2020-12-23 04:13:46 main:581] : INFO : Epoch 1003 | loss: 0.0311633 | val_loss: 0.0311663 | Time: 2806.74 ms [2020-12-23 04:13:49 main:581] : INFO : Epoch 1004 | loss: 0.0311598 | val_loss: 0.0311652 | Time: 2808.91 ms [2020-12-23 04:13:52 main:581] : INFO : Epoch 1005 | loss: 0.0311601 | val_loss: 0.0311657 | Time: 2813.85 ms [2020-12-23 04:13:55 main:581] : INFO : Epoch 1006 | loss: 0.0311608 | val_loss: 0.0311657 | Time: 2814.03 ms [2020-12-23 04:13:58 main:581] : INFO : Epoch 1007 | loss: 0.0311612 | val_loss: 0.0311696 | Time: 2811.87 ms [2020-12-23 04:14:01 main:581] : INFO : Epoch 1008 | loss: 0.031165 | val_loss: 0.0311696 | Time: 2862.5 ms [2020-12-23 04:14:03 main:581] : INFO : Epoch 1009 | loss: 0.0311654 | val_loss: 0.0311674 | Time: 2815.78 ms [2020-12-23 04:14:06 main:581] : INFO : Epoch 1010 | loss: 0.0311627 | val_loss: 0.0311668 | Time: 2814.04 ms [2020-12-23 04:14:09 main:581] : INFO : Epoch 1011 | loss: 0.0311626 | val_loss: 0.0311669 | Time: 2814.36 ms [2020-12-23 04:14:12 main:581] : INFO : Epoch 1012 | loss: 0.0311622 | val_loss: 0.031166 | Time: 2816.46 ms [2020-12-23 04:14:15 main:581] : INFO : Epoch 1013 | loss: 0.0311612 | val_loss: 0.031166 | Time: 2811.71 ms [2020-12-23 04:14:17 main:581] : INFO : Epoch 1014 | loss: 0.0311644 | val_loss: 0.0311683 | Time: 2812.23 ms [2020-12-23 04:14:20 main:581] : INFO : Epoch 1015 | loss: 0.0311605 | val_loss: 0.0311632 | Time: 2814.72 ms [2020-12-23 04:14:23 main:581] : INFO : Epoch 1016 | loss: 0.0311588 | val_loss: 0.031164 | Time: 2814.6 ms [2020-12-23 04:14:26 main:581] : INFO : Epoch 1017 | loss: 0.0311595 | val_loss: 0.0311647 | Time: 2812.46 ms [2020-12-23 04:14:29 main:581] : INFO : Epoch 1018 | loss: 0.0311581 | val_loss: 0.0311626 | Time: 2814.84 ms [2020-12-23 04:14:32 main:581] : INFO : Epoch 1019 | loss: 0.0311563 | val_loss: 0.0311633 | Time: 2838.18 ms [2020-12-23 04:14:34 main:581] : INFO : Epoch 1020 | loss: 0.0311566 | val_loss: 0.0311625 | Time: 2813.54 ms [2020-12-23 04:14:37 main:581] : INFO : Epoch 1021 | loss: 0.0311574 | val_loss: 0.0311629 | Time: 2811.66 ms [2020-12-23 04:14:40 main:581] : INFO : Epoch 1022 | loss: 0.0311584 | val_loss: 0.0311658 | Time: 2810.34 ms [2020-12-23 04:14:43 main:581] : INFO : Epoch 1023 | loss: 0.0311575 | val_loss: 0.0311637 | Time: 2811.35 ms [2020-12-23 04:14:46 main:581] : INFO : Epoch 1024 | loss: 0.0311563 | val_loss: 0.0311629 | Time: 2808.86 ms [2020-12-23 04:14:46 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311629 [2020-12-23 04:14:46 main:610] : INFO : Saving end state to config to file [2020-12-23 04:14:46 main:615] : INFO : Success, exiting.. 04:14:46 (2488630): 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)