Task 3325878
| Name | ParityMachine-1605455192-25548-4_2 |
| Workunit | 1498591 |
| Created | 18 Dec 2020, 15:44:23 UTC |
| Sent | 18 Dec 2020, 16:07:57 UTC |
| Report deadline | 25 Dec 2020, 16:07:57 UTC |
| Received | 18 Dec 2020, 19:20:39 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 48 min 10 sec |
| CPU time | 48 min 7 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| 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> :581] : INFO : Epoch 501 | loss: 0.0310858 | val_loss: 0.0311423 | Time: 2810.48 ms [2020-12-18 09:55:34 main:581] : INFO : Epoch 502 | loss: 0.0310859 | val_loss: 0.0311466 | Time: 2817.51 ms [2020-12-18 09:55:37 main:581] : INFO : Epoch 503 | loss: 0.0310857 | val_loss: 0.0311443 | Time: 2815.91 ms [2020-12-18 09:55:40 main:581] : INFO : Epoch 504 | loss: 0.0310849 | val_loss: 0.0311486 | Time: 2812.12 ms [2020-12-18 09:55:43 main:581] : INFO : Epoch 505 | loss: 0.0310892 | val_loss: 0.0311506 | Time: 2813.13 ms [2020-12-18 09:55:45 main:581] : INFO : Epoch 506 | loss: 0.0310865 | val_loss: 0.0311437 | Time: 2818.42 ms [2020-12-18 09:55:48 main:581] : INFO : Epoch 507 | loss: 0.0310869 | val_loss: 0.0311409 | Time: 2813.57 ms [2020-12-18 09:55:51 main:581] : INFO : Epoch 508 | loss: 0.0310854 | val_loss: 0.0311447 | Time: 2815.88 ms [2020-12-18 09:55:54 main:581] : INFO : Epoch 509 | loss: 0.0310905 | val_loss: 0.0311479 | Time: 2814.41 ms [2020-12-18 09:55:57 main:581] : INFO : Epoch 510 | loss: 0.0310943 | val_loss: 0.0311486 | Time: 2816.31 ms [2020-12-18 09:56:00 main:581] : INFO : Epoch 511 | loss: 0.0310935 | val_loss: 0.0311392 | Time: 2844.21 ms [2020-12-18 09:56:02 main:581] : INFO : Epoch 512 | loss: 0.031094 | val_loss: 0.0311502 | Time: 2823.72 ms [2020-12-18 09:56:05 main:581] : INFO : Epoch 513 | loss: 0.0310964 | val_loss: 0.0311483 | Time: 2810.7 ms [2020-12-18 09:56:08 main:581] : INFO : Epoch 514 | loss: 0.0310943 | val_loss: 0.031147 | Time: 2817.88 ms [2020-12-18 09:56:11 main:581] : INFO : Epoch 515 | loss: 0.0311028 | val_loss: 0.0311453 | Time: 2818.39 ms [2020-12-18 09:56:14 main:581] : INFO : Epoch 516 | loss: 0.0311074 | val_loss: 0.0311515 | Time: 2820.83 ms [2020-12-18 09:56:16 main:581] : INFO : Epoch 517 | loss: 0.0311803 | val_loss: 0.0312129 | Time: 2813.62 ms [2020-12-18 09:56:19 main:581] : INFO : Epoch 518 | loss: 0.0312131 | val_loss: 0.0312103 | Time: 2820.78 ms [2020-12-18 09:56:22 main:581] : INFO : Epoch 519 | loss: 0.0312047 | val_loss: 0.0312037 | Time: 2821.75 ms [2020-12-18 09:56:25 main:581] : INFO : Epoch 520 | loss: 0.0311992 | val_loss: 0.0312009 | Time: 2823.01 ms [2020-12-18 09:56:28 main:581] : INFO : Epoch 521 | loss: 0.0311966 | val_loss: 0.0311974 | Time: 2824.4 ms [2020-12-18 09:56:31 main:581] : INFO : Epoch 522 | loss: 0.0311936 | val_loss: 0.0311951 | Time: 2837.84 ms [2020-12-18 09:56:33 main:581] : INFO : Epoch 523 | loss: 0.0311919 | val_loss: 0.0311947 | Time: 2811.55 ms [2020-12-18 09:56:36 main:581] : INFO : Epoch 524 | loss: 0.0311902 | val_loss: 0.0311939 | Time: 2806.04 ms [2020-12-18 09:56:39 main:581] : INFO : Epoch 525 | loss: 0.0311886 | val_loss: 0.0311913 | Time: 2813.95 ms [2020-12-18 09:56:42 main:581] : INFO : Epoch 526 | loss: 0.0311874 | val_loss: 0.0311908 | Time: 2812.16 ms [2020-12-18 09:56:45 main:581] : INFO : Epoch 527 | loss: 0.0311864 | val_loss: 0.0311901 | Time: 2809.18 ms [2020-12-18 09:56:47 main:581] : INFO : Epoch 528 | loss: 0.0311855 | val_loss: 0.0311894 | Time: 2816.97 ms [2020-12-18 09:56:50 main:581] : INFO : Epoch 529 | loss: 0.0311849 | val_loss: 0.0311893 | Time: 2803.94 ms [2020-12-18 09:56:53 main:581] : INFO : Epoch 530 | loss: 0.0311842 | val_loss: 0.0311889 | Time: 2812.37 ms [2020-12-18 09:56:56 main:581] : INFO : Epoch 531 | loss: 0.031184 | val_loss: 0.0311881 | Time: 2815.94 ms [2020-12-18 09:56:59 main:581] : INFO : Epoch 532 | loss: 0.0311828 | val_loss: 0.0311877 | Time: 2821.35 ms [2020-12-18 09:57:02 main:581] : INFO : Epoch 533 | loss: 0.0311827 | val_loss: 0.0311883 | Time: 2842.35 ms [2020-12-18 09:57:04 main:581] : INFO : Epoch 534 | loss: 0.0311823 | val_loss: 0.0311883 | Time: 2815.06 ms [2020-12-18 09:57:07 main:581] : INFO : Epoch 535 | loss: 0.031182 | val_loss: 0.0311868 | Time: 2815.23 ms [2020-12-18 09:57:10 main:581] : INFO : Epoch 536 | loss: 0.0311811 | val_loss: 0.0311884 | Time: 2815.15 ms [2020-12-18 09:57:13 main:581] : INFO : Epoch 537 | loss: 0.0311807 | val_loss: 0.0311866 | Time: 2815.68 ms [2020-12-18 09:57:16 main:581] : INFO : Epoch 538 | loss: 0.0311809 | val_loss: 0.0311892 | Time: 2811.98 ms [2020-12-18 09:57:18 main:581] : INFO : Epoch 539 | loss: 0.0311817 | val_loss: 0.0311866 | Time: 2810.07 ms [2020-12-18 09:57:21 main:581] : INFO : Epoch 540 | loss: 0.0311797 | val_loss: 0.0311885 | Time: 2811.74 ms [2020-12-18 09:57:24 main:581] : INFO : Epoch 541 | loss: 0.0311797 | val_loss: 0.0311867 | Time: 2817.37 ms [2020-12-18 09:57:27 main:581] : INFO : Epoch 542 | loss: 0.0311795 | val_loss: 0.0311875 | Time: 2818.56 ms [2020-12-18 09:57:30 main:581] : INFO : Epoch 543 | loss: 0.0311797 | val_loss: 0.0311858 | Time: 2827.68 ms [2020-12-18 09:57:33 main:581] : INFO : Epoch 544 | loss: 0.0311783 | val_loss: 0.0311844 | Time: 2818.74 ms [2020-12-18 09:57:35 main:581] : INFO : Epoch 545 | loss: 0.0311779 | val_loss: 0.0311847 | Time: 2808.86 ms [2020-12-18 09:57:38 main:581] : INFO : Epoch 546 | loss: 0.0311778 | val_loss: 0.0311862 | Time: 2815.6 ms [2020-12-18 09:57:41 main:581] : INFO : Epoch 547 | loss: 0.0311781 | val_loss: 0.0311859 | Time: 2817.8 ms [2020-12-18 09:57:44 main:581] : INFO : Epoch 548 | loss: 0.0311775 | val_loss: 0.0311848 | Time: 2819.79 ms [2020-12-18 09:57:47 main:581] : INFO : Epoch 549 | loss: 0.0311787 | val_loss: 0.031183 | Time: 2818.51 ms [2020-12-18 09:57:49 main:581] : INFO : Epoch 550 | loss: 0.0311782 | val_loss: 0.0311846 | Time: 2811.28 ms [2020-12-18 09:57:52 main:581] : INFO : Epoch 551 | loss: 0.0311783 | val_loss: 0.0311834 | Time: 2810.18 ms [2020-12-18 09:57:55 main:581] : INFO : Epoch 552 | loss: 0.0311785 | val_loss: 0.0311835 | Time: 2821.25 ms [2020-12-18 09:57:58 main:581] : INFO : Epoch 553 | loss: 0.0311776 | val_loss: 0.0311839 | Time: 2815.75 ms [2020-12-18 09:58:01 main:581] : INFO : Epoch 554 | loss: 0.0311771 | val_loss: 0.0311841 | Time: 2866.28 ms [2020-12-18 09:58:04 main:581] : INFO : Epoch 555 | loss: 0.031177 | val_loss: 0.0311844 | Time: 2815.77 ms [2020-12-18 09:58:06 main:581] : INFO : Epoch 556 | loss: 0.0311764 | val_loss: 0.0311829 | Time: 2818.46 ms [2020-12-18 09:58:09 main:581] : INFO : Epoch 557 | loss: 0.0311765 | val_loss: 0.0311821 | Time: 2821.87 ms [2020-12-18 09:58:12 main:581] : INFO : Epoch 558 | loss: 0.0311763 | val_loss: 0.0311823 | Time: 2813.72 ms [2020-12-18 09:58:15 main:581] : INFO : Epoch 559 | loss: 0.031175 | val_loss: 0.0311829 | Time: 2821.75 ms [2020-12-18 09:58:18 main:581] : INFO : Epoch 560 | loss: 0.0311754 | val_loss: 0.0311844 | Time: 2819 ms [2020-12-18 09:58:20 main:581] : INFO : Epoch 561 | loss: 0.0311764 | val_loss: 0.0311823 | Time: 2817.55 ms [2020-12-18 09:58:23 main:581] : INFO : Epoch 562 | loss: 0.0311758 | val_loss: 0.0311829 | Time: 2816.99 ms [2020-12-18 09:58:26 main:581] : INFO : Epoch 563 | loss: 0.0311758 | val_loss: 0.031182 | Time: 2820.52 ms [2020-12-18 09:58:29 main:581] : INFO : Epoch 564 | loss: 0.0311757 | val_loss: 0.0311808 | Time: 2840.59 ms [2020-12-18 09:58:32 main:581] : INFO : Epoch 565 | loss: 0.0311751 | val_loss: 0.0311804 | Time: 2818.12 ms [2020-12-18 09:58:35 main:581] : INFO : Epoch 566 | loss: 0.0311742 | val_loss: 0.0311805 | Time: 2805.3 ms [2020-12-18 09:58:37 main:581] : INFO : Epoch 567 | loss: 0.0311739 | val_loss: 0.03118 | Time: 2821.29 ms [2020-12-18 09:58:40 main:581] : INFO : Epoch 568 | loss: 0.0311733 | val_loss: 0.0311793 | Time: 2816.63 ms [2020-12-18 09:58:43 main:581] : INFO : Epoch 569 | loss: 0.031173 | val_loss: 0.0311803 | Time: 2803.15 ms [2020-12-18 09:58:46 main:581] : INFO : Epoch 570 | loss: 0.0311729 | val_loss: 0.0311803 | Time: 2801.92 ms [2020-12-18 09:58:49 main:581] : INFO : Epoch 571 | loss: 0.0311723 | val_loss: 0.0311801 | Time: 2815.42 ms [2020-12-18 09:58:51 main:581] : INFO : Epoch 572 | loss: 0.0311731 | val_loss: 0.0311801 | Time: 2812.88 ms [2020-12-18 09:58:54 main:581] : INFO : Epoch 573 | loss: 0.0311722 | val_loss: 0.0311795 | Time: 2810.14 ms [2020-12-18 09:58:57 main:581] : INFO : Epoch 574 | loss: 0.0311711 | val_loss: 0.0311802 | Time: 2809.38 ms [2020-12-18 09:59:00 main:581] : INFO : Epoch 575 | loss: 0.0311718 | val_loss: 0.0311782 | Time: 2848.15 ms [2020-12-18 09:59:03 main:581] : INFO : Epoch 576 | loss: 0.0311713 | val_loss: 0.0311794 | Time: 2824.59 ms [2020-12-18 09:59:06 main:581] : INFO : Epoch 577 | loss: 0.0311711 | val_loss: 0.0311795 | Time: 2812.58 ms [2020-12-18 09:59:08 main:581] : INFO : Epoch 578 | loss: 0.0311707 | val_loss: 0.0311793 | Time: 2823.75 ms [2020-12-18 09:59:11 main:581] : INFO : Epoch 579 | loss: 0.0311701 | val_loss: 0.0311795 | Time: 2815.83 ms [2020-12-18 09:59:14 main:581] : INFO : Epoch 580 | loss: 0.0311701 | val_loss: 0.0311794 | Time: 2808.9 ms [2020-12-18 09:59:17 main:581] : INFO : Epoch 581 | loss: 0.0311698 | val_loss: 0.0311804 | Time: 2814.61 ms [2020-12-18 09:59:20 main:581] : INFO : Epoch 582 | loss: 0.0311702 | val_loss: 0.0311798 | Time: 2818.75 ms [2020-12-18 09:59:22 main:581] : INFO : Epoch 583 | loss: 0.0311704 | val_loss: 0.0311792 | Time: 2815.25 ms [2020-12-18 09:59:25 main:581] : INFO : Epoch 584 | loss: 0.0311693 | val_loss: 0.0311793 | Time: 2816.85 ms [2020-12-18 09:59:28 main:581] : INFO : Epoch 585 | loss: 0.0311689 | val_loss: 0.0311795 | Time: 2821.24 ms [2020-12-18 09:59:31 main:581] : INFO : Epoch 586 | loss: 0.0311697 | val_loss: 0.0311792 | Time: 2840.07 ms [2020-12-18 09:59:34 main:581] : INFO : Epoch 587 | loss: 0.0311695 | val_loss: 0.0311782 | Time: 2817.3 ms [2020-12-18 09:59:37 main:581] : INFO : Epoch 588 | loss: 0.0311697 | val_loss: 0.0311808 | Time: 2818.06 ms [2020-12-18 09:59:39 main:581] : INFO : Epoch 589 | loss: 0.0311696 | val_loss: 0.0311787 | Time: 2817.17 ms [2020-12-18 09:59:42 main:581] : INFO : Epoch 590 | loss: 0.0311688 | val_loss: 0.0311788 | Time: 2816.62 ms [2020-12-18 09:59:45 main:581] : INFO : Epoch 591 | loss: 0.031169 | val_loss: 0.03118 | Time: 2821.99 ms [2020-12-18 09:59:48 main:581] : INFO : Epoch 592 | loss: 0.0311688 | val_loss: 0.0311813 | Time: 2809.17 ms [2020-12-18 09:59:51 main:581] : INFO : Epoch 593 | loss: 0.0311689 | val_loss: 0.0311827 | Time: 2810.81 ms [2020-12-18 09:59:53 main:581] : INFO : Epoch 594 | loss: 0.0311687 | val_loss: 0.0311782 | Time: 2814.13 ms [2020-12-18 09:59:56 main:581] : INFO : Epoch 595 | loss: 0.0311683 | val_loss: 0.0311795 | Time: 2815.21 ms [2020-12-18 09:59:59 main:581] : INFO : Epoch 596 | loss: 0.0311678 | val_loss: 0.0311789 | Time: 2837.04 ms [2020-12-18 10:00:02 main:581] : INFO : Epoch 597 | loss: 0.0311702 | val_loss: 0.0311847 | Time: 2843.96 ms [2020-12-18 10:00:05 main:581] : INFO : Epoch 598 | loss: 0.0311703 | val_loss: 0.031184 | Time: 2820.32 ms [2020-12-18 10:00:08 main:581] : INFO : Epoch 599 | loss: 0.0311686 | val_loss: 0.0311787 | Time: 2815.04 ms [2020-12-18 10:00:10 main:581] : INFO : Epoch 600 | loss: 0.0311683 | val_loss: 0.0311806 | Time: 2818.8 ms [2020-12-18 10:00:13 main:581] : INFO : Epoch 601 | loss: 0.031168 | val_loss: 0.031181 | Time: 2815.27 ms [2020-12-18 10:00:16 main:581] : INFO : Epoch 602 | loss: 0.0311676 | val_loss: 0.0311795 | Time: 2812.05 ms [2020-12-18 10:00:19 main:581] : INFO : Epoch 603 | loss: 0.0311671 | val_loss: 0.03118 | Time: 2812.46 ms [2020-12-18 10:00:22 main:581] : INFO : Epoch 604 | loss: 0.0311673 | val_loss: 0.0311789 | Time: 2821.49 ms [2020-12-18 10:00:25 main:581] : INFO : Epoch 605 | loss: 0.0311674 | val_loss: 0.03118 | Time: 2818.35 ms [2020-12-18 10:00:27 main:581] : INFO : Epoch 606 | loss: 0.0311682 | val_loss: 0.0311793 | Time: 2815.62 ms [2020-12-18 10:00:30 main:581] : INFO : Epoch 607 | loss: 0.0311672 | val_loss: 0.0311794 | Time: 2835.87 ms [2020-12-18 10:00:33 main:581] : INFO : Epoch 608 | loss: 0.0311685 | val_loss: 0.0311792 | Time: 2815.76 ms [2020-12-18 10:00:36 main:581] : INFO : Epoch 609 | loss: 0.0311728 | val_loss: 0.0311785 | Time: 2814.82 ms [2020-12-18 10:00:39 main:581] : INFO : Epoch 610 | loss: 0.0311718 | val_loss: 0.0311795 | Time: 2816.41 ms [2020-12-18 10:00:41 main:581] : INFO : Epoch 611 | loss: 0.0311709 | val_loss: 0.0311784 | Time: 2815.25 ms [2020-12-18 10:00:44 main:581] : INFO : Epoch 612 | loss: 0.0311704 | val_loss: 0.0311779 | Time: 2819.04 ms [2020-12-18 10:00:47 main:581] : INFO : Epoch 613 | loss: 0.0311702 | val_loss: 0.031179 | Time: 2818.88 ms [2020-12-18 10:00:50 main:581] : INFO : Epoch 614 | loss: 0.031171 | val_loss: 0.0311785 | Time: 2818.36 ms [2020-12-18 10:00:53 main:581] : INFO : Epoch 615 | loss: 0.0311726 | val_loss: 0.0311789 | Time: 2813.44 ms [2020-12-18 10:00:56 main:581] : INFO : Epoch 616 | loss: 0.0311721 | val_loss: 0.0311782 | Time: 2819.63 ms [2020-12-18 10:00:58 main:581] : INFO : Epoch 617 | loss: 0.0311704 | val_loss: 0.0311784 | Time: 2817.12 ms [2020-12-18 10:01:01 main:581] : INFO : Epoch 618 | loss: 0.0311698 | val_loss: 0.0311786 | Time: 2861.83 ms [2020-12-18 10:01:04 main:581] : INFO : Epoch 619 | loss: 0.0311687 | val_loss: 0.0311777 | Time: 2818.72 ms [2020-12-18 10:01:07 main:581] : INFO : Epoch 620 | loss: 0.0311686 | val_loss: 0.0311787 | Time: 2816.52 ms [2020-12-18 10:01:10 main:581] : INFO : Epoch 621 | loss: 0.0311698 | val_loss: 0.0311779 | Time: 2822.69 ms [2020-12-18 10:01:12 main:581] : INFO : Epoch 622 | loss: 0.0311698 | val_loss: 0.0311784 | Time: 2811.44 ms [2020-12-18 10:01:15 main:581] : INFO : Epoch 623 | loss: 0.0311684 | val_loss: 0.0311792 | Time: 2816.38 ms [2020-12-18 10:01:18 main:581] : INFO : Epoch 624 | loss: 0.0311681 | val_loss: 0.0311804 | Time: 2807.08 ms [2020-12-18 10:01:21 main:581] : INFO : Epoch 625 | loss: 0.0311686 | val_loss: 0.0311793 | Time: 2809.31 ms [2020-12-18 10:01:24 main:581] : INFO : Epoch 626 | loss: 0.0311687 | val_loss: 0.0311773 | Time: 2809.94 ms [2020-12-18 10:01:27 main:581] : INFO : Epoch 627 | loss: 0.0311679 | val_loss: 0.0311783 | Time: 2811.8 ms [2020-12-18 10:01:29 main:581] : INFO : Epoch 628 | loss: 0.0311674 | val_loss: 0.031179 | Time: 2836.22 ms [2020-12-18 10:01:32 main:581] : INFO : Epoch 629 | loss: 0.0311683 | val_loss: 0.0311802 | Time: 2818.68 ms [2020-12-18 10:01:35 main:581] : INFO : Epoch 630 | loss: 0.0311687 | val_loss: 0.0311785 | Time: 2820.45 ms [2020-12-18 10:01:38 main:581] : INFO : Epoch 631 | loss: 0.0311676 | val_loss: 0.0311773 | Time: 2821.58 ms [2020-12-18 10:01:41 main:581] : INFO : Epoch 632 | loss: 0.031168 | val_loss: 0.0311804 | Time: 2817.37 ms [2020-12-18 10:01:43 main:581] : INFO : Epoch 633 | loss: 0.0311667 | val_loss: 0.0311787 | Time: 2818.46 ms [2020-12-18 10:01:46 main:581] : INFO : Epoch 634 | loss: 0.0311674 | val_loss: 0.0311798 | Time: 2815.81 ms [2020-12-18 10:01:49 main:581] : INFO : Epoch 635 | loss: 0.0311676 | val_loss: 0.0311805 | Time: 2817.66 ms [2020-12-18 10:01:52 main:581] : INFO : Epoch 636 | loss: 0.0311694 | val_loss: 0.0311826 | Time: 2817.44 ms [2020-12-18 10:01:55 main:581] : INFO : Epoch 637 | loss: 0.0311677 | val_loss: 0.031178 | Time: 2818.16 ms [2020-12-18 10:01:58 main:581] : INFO : Epoch 638 | loss: 0.0311664 | val_loss: 0.0311781 | Time: 2815.76 ms [2020-12-18 10:02:00 main:581] : INFO : Epoch 639 | loss: 0.0311668 | val_loss: 0.0311786 | Time: 2865.04 ms [2020-12-18 10:02:03 main:581] : INFO : Epoch 640 | loss: 0.0311679 | val_loss: 0.0311797 | Time: 2821.31 ms [2020-12-18 10:02:06 main:581] : INFO : Epoch 641 | loss: 0.0311685 | val_loss: 0.0311782 | Time: 2815.82 ms [2020-12-18 10:02:09 main:581] : INFO : Epoch 642 | loss: 0.031169 | val_loss: 0.03118 | Time: 2819.18 ms [2020-12-18 10:02:12 main:581] : INFO : Epoch 643 | loss: 0.0311679 | val_loss: 0.0311821 | Time: 2819.15 ms [2020-12-18 10:02:15 main:581] : INFO : Epoch 644 | loss: 0.0311666 | val_loss: 0.0311805 | Time: 2812.89 ms [2020-12-18 10:02:17 main:581] : INFO : Epoch 645 | loss: 0.0311665 | val_loss: 0.0311797 | Time: 2812.97 ms [2020-12-18 10:02:20 main:581] : INFO : Epoch 646 | loss: 0.0311658 | val_loss: 0.0311817 | Time: 2814.44 ms [2020-12-18 10:02:23 main:581] : INFO : Epoch 647 | loss: 0.0311674 | val_loss: 0.0311787 | Time: 2814.3 ms [2020-12-18 10:02:26 main:581] : INFO : Epoch 648 | loss: 0.0311671 | val_loss: 0.03118 | Time: 2819.18 ms [2020-12-18 10:02:29 main:581] : INFO : Epoch 649 | loss: 0.0311667 | val_loss: 0.0311796 | Time: 2826.37 ms [2020-12-18 10:02:31 main:581] : INFO : Epoch 650 | loss: 0.0311653 | val_loss: 0.0311789 | Time: 2813.19 ms [2020-12-18 10:02:34 main:581] : INFO : Epoch 651 | loss: 0.0311652 | val_loss: 0.0311799 | Time: 2816.62 ms [2020-12-18 10:02:37 main:581] : INFO : Epoch 652 | loss: 0.0311658 | val_loss: 0.0311804 | Time: 2818.88 ms [2020-12-18 10:02:40 main:581] : INFO : Epoch 653 | loss: 0.0311655 | val_loss: 0.0311788 | Time: 2816.92 ms [2020-12-18 10:02:43 main:581] : INFO : Epoch 654 | loss: 0.0311657 | val_loss: 0.0311833 | Time: 2812.57 ms [2020-12-18 10:02:45 main:581] : INFO : Epoch 655 | loss: 0.0311653 | val_loss: 0.0311802 | Time: 2817.24 ms [2020-12-18 10:02:48 main:581] : INFO : Epoch 656 | loss: 0.031164 | val_loss: 0.0311796 | Time: 2822.62 ms [2020-12-18 10:02:51 main:581] : INFO : Epoch 657 | loss: 0.0311639 | val_loss: 0.0311801 | Time: 2815.34 ms [2020-12-18 10:02:54 main:581] : INFO : Epoch 658 | loss: 0.0311642 | val_loss: 0.0311795 | Time: 2816.06 ms [2020-12-18 10:02:57 main:581] : INFO : Epoch 659 | loss: 0.0311637 | val_loss: 0.0311808 | Time: 2816.27 ms [2020-12-18 10:03:00 main:581] : INFO : Epoch 660 | loss: 0.0311646 | val_loss: 0.0311813 | Time: 2849.62 ms [2020-12-18 10:03:02 main:581] : INFO : Epoch 661 | loss: 0.0311658 | val_loss: 0.0311813 | Time: 2814.73 ms [2020-12-18 10:03:05 main:581] : INFO : Epoch 662 | loss: 0.0311654 | val_loss: 0.0311806 | Time: 2804.91 ms [2020-12-18 10:03:08 main:581] : INFO : Epoch 663 | loss: 0.0311649 | val_loss: 0.0311804 | Time: 2813.35 ms [2020-12-18 10:03:11 main:581] : INFO : Epoch 664 | loss: 0.0311645 | val_loss: 0.0311786 | Time: 2809.52 ms [2020-12-18 10:03:14 main:581] : INFO : Epoch 665 | loss: 0.0311641 | val_loss: 0.0311797 | Time: 2813.42 ms [2020-12-18 10:03:16 main:581] : INFO : Epoch 666 | loss: 0.0311639 | val_loss: 0.0311801 | Time: 2811.62 ms [2020-12-18 10:03:19 main:581] : INFO : Epoch 667 | loss: 0.0311644 | val_loss: 0.0311816 | Time: 2818.09 ms [2020-12-18 10:03:22 main:581] : INFO : Epoch 668 | loss: 0.0311647 | val_loss: 0.0311804 | Time: 2814.52 ms [2020-12-18 10:03:25 main:581] : INFO : Epoch 669 | loss: 0.0311661 | val_loss: 0.0311822 | Time: 2821.23 ms [2020-12-18 10:03:28 main:581] : INFO : Epoch 670 | loss: 0.0311674 | val_loss: 0.0311812 | Time: 2821.09 ms [2020-12-18 10:03:31 main:581] : INFO : Epoch 671 | loss: 0.0311671 | val_loss: 0.0311825 | Time: 2840.11 ms [2020-12-18 10:03:33 main:581] : INFO : Epoch 672 | loss: 0.0311666 | val_loss: 0.0311805 | Time: 2820.58 ms [2020-12-18 10:03:36 main:581] : INFO : Epoch 673 | loss: 0.0311669 | val_loss: 0.0311797 | Time: 2819.21 ms [2020-12-18 10:03:39 main:581] : INFO : Epoch 674 | loss: 0.0311683 | val_loss: 0.0311798 | Time: 2813.92 ms [2020-12-18 10:03:42 main:581] : INFO : Epoch 675 | loss: 0.0311678 | val_loss: 0.0311819 | Time: 2815.29 ms [2020-12-18 10:03:45 main:581] : INFO : Epoch 676 | loss: 0.031169 | val_loss: 0.031182 | Time: 2815.61 ms [2020-12-18 10:03:48 main:581] : INFO : Epoch 677 | loss: 0.0311679 | val_loss: 0.0311808 | Time: 2816.4 ms [2020-12-18 10:03:50 main:581] : INFO : Epoch 678 | loss: 0.0311683 | val_loss: 0.0311806 | Time: 2820.95 ms [2020-12-18 10:03:53 main:581] : INFO : Epoch 679 | loss: 0.031169 | val_loss: 0.0311775 | Time: 2811.7 ms [2020-12-18 10:03:56 main:581] : INFO : Epoch 680 | loss: 0.0311803 | val_loss: 0.0311886 | Time: 2820.68 ms [2020-12-18 10:03:59 main:581] : INFO : Epoch 681 | loss: 0.0311857 | val_loss: 0.0311895 | Time: 2826.34 ms [2020-12-18 10:04:02 main:581] : INFO : Epoch 682 | loss: 0.0311866 | val_loss: 0.0311942 | Time: 2841.31 ms [2020-12-18 10:04:04 main:581] : INFO : Epoch 683 | loss: 0.0311852 | val_loss: 0.0311891 | Time: 2819.14 ms [2020-12-18 10:04:07 main:581] : INFO : Epoch 684 | loss: 0.031184 | val_loss: 0.0311867 | Time: 2817.09 ms [2020-12-18 10:04:10 main:581] : INFO : Epoch 685 | loss: 0.031183 | val_loss: 0.0311912 | Time: 2818.48 ms [2020-12-18 10:04:13 main:581] : INFO : Epoch 686 | loss: 0.0311836 | val_loss: 0.0311871 | Time: 2820.76 ms [2020-12-18 10:04:16 main:581] : INFO : Epoch 687 | loss: 0.0311839 | val_loss: 0.031188 | Time: 2819.96 ms [2020-12-18 10:04:19 main:581] : INFO : Epoch 688 | loss: 0.0311831 | val_loss: 0.031187 | Time: 2818.82 ms [2020-12-18 10:04:21 main:581] : INFO : Epoch 689 | loss: 0.0311823 | val_loss: 0.031186 | Time: 2819.71 ms [2020-12-18 10:04:24 main:581] : INFO : Epoch 690 | loss: 0.0311833 | val_loss: 0.0311862 | Time: 2819.56 ms [2020-12-18 10:04:27 main:581] : INFO : Epoch 691 | loss: 0.0311813 | val_loss: 0.031185 | Time: 2818.45 ms [2020-12-18 10:04:30 main:581] : INFO : Epoch 692 | loss: 0.0311815 | val_loss: 0.0311875 | Time: 2840.27 ms [2020-12-18 10:04:33 main:581] : INFO : Epoch 693 | loss: 0.031181 | val_loss: 0.0311843 | Time: 2817.18 ms [2020-12-18 10:04:35 main:581] : INFO : Epoch 694 | loss: 0.0311806 | val_loss: 0.0311863 | Time: 2815.96 ms [2020-12-18 10:04:38 main:581] : INFO : Epoch 695 | loss: 0.0311815 | val_loss: 0.0311861 | Time: 2821.36 ms [2020-12-18 10:04:41 main:581] : INFO : Epoch 696 | loss: 0.0311802 | val_loss: 0.0311854 | Time: 2817.44 ms [2020-12-18 10:04:44 main:581] : INFO : Epoch 697 | loss: 0.0311801 | val_loss: 0.031185 | Time: 2821.36 ms [2020-12-18 10:04:47 main:581] : INFO : Epoch 698 | loss: 0.0311804 | val_loss: 0.0311853 | Time: 2819.31 ms [2020-12-18 10:04:50 main:581] : INFO : Epoch 699 | loss: 0.0311813 | val_loss: 0.0311923 | Time: 2814.2 ms [2020-12-18 10:04:52 main:581] : INFO : Epoch 700 | loss: 0.031183 | val_loss: 0.0311902 | Time: 2816.83 ms [2020-12-18 10:04:55 main:581] : INFO : Epoch 701 | loss: 0.0311822 | val_loss: 0.0311898 | Time: 2815.02 ms [2020-12-18 10:04:58 main:581] : INFO : Epoch 702 | loss: 0.0311818 | val_loss: 0.0311861 | Time: 2811.18 ms [2020-12-18 10:05:01 main:581] : INFO : Epoch 703 | loss: 0.03118 | val_loss: 0.0311834 | Time: 2859.1 ms [2020-12-18 10:05:04 main:581] : INFO : Epoch 704 | loss: 0.0311789 | val_loss: 0.0311837 | Time: 2816.02 ms [2020-12-18 10:05:07 main:581] : INFO : Epoch 705 | loss: 0.0311803 | val_loss: 0.0311851 | Time: 2807.09 ms [2020-12-18 10:05:09 main:581] : INFO : Epoch 706 | loss: 0.0311784 | val_loss: 0.031185 | Time: 2806.69 ms [2020-12-18 10:05:12 main:581] : INFO : Epoch 707 | loss: 0.0311788 | val_loss: 0.0311856 | Time: 2823.75 ms [2020-12-18 10:05:15 main:581] : INFO : Epoch 708 | loss: 0.0311786 | val_loss: 0.031184 | Time: 2825.74 ms [2020-12-18 10:05:18 main:581] : INFO : Epoch 709 | loss: 0.0311785 | val_loss: 0.0311869 | Time: 2822.97 ms [2020-12-18 10:05:21 main:581] : INFO : Epoch 710 | loss: 0.0311781 | val_loss: 0.0311831 | Time: 2822.51 ms [2020-12-18 10:05:23 main:581] : INFO : Epoch 711 | loss: 0.031179 | val_loss: 0.0311838 | Time: 2825.03 ms [2020-12-18 10:05:26 main:581] : INFO : Epoch 712 | loss: 0.0311799 | val_loss: 0.0311881 | Time: 2818.66 ms [2020-12-18 10:05:29 main:581] : INFO : Epoch 713 | loss: 0.0311801 | val_loss: 0.031183 | Time: 2844.37 ms [2020-12-18 10:05:32 main:581] : INFO : Epoch 714 | loss: 0.0311778 | val_loss: 0.031183 | Time: 2822.45 ms [2020-12-18 10:05:35 main:581] : INFO : Epoch 715 | loss: 0.0311794 | val_loss: 0.0311845 | Time: 2818.09 ms [2020-12-18 10:05:38 main:581] : INFO : Epoch 716 | loss: 0.0311784 | val_loss: 0.031184 | Time: 2814.54 ms [2020-12-18 10:05:40 main:581] : INFO : Epoch 717 | loss: 0.0311778 | val_loss: 0.031187 | Time: 2816.79 ms [2020-12-18 10:05:43 main:581] : INFO : Epoch 718 | loss: 0.0311778 | val_loss: 0.031185 | Time: 2816.76 ms [2020-12-18 10:05:46 main:581] : INFO : Epoch 719 | loss: 0.0311794 | val_loss: 0.0311851 | Time: 2818.63 ms [2020-12-18 10:05:49 main:581] : INFO : Epoch 720 | loss: 0.0311784 | val_loss: 0.0311845 | Time: 2818.86 ms [2020-12-18 10:05:52 main:581] : INFO : Epoch 721 | loss: 0.0311782 | val_loss: 0.0311847 | Time: 2813.5 ms [2020-12-18 10:05:54 main:581] : INFO : Epoch 722 | loss: 0.0311767 | val_loss: 0.0311835 | Time: 2815.07 ms [2020-12-18 10:05:57 main:581] : INFO : Epoch 723 | loss: 0.0311769 | val_loss: 0.031186 | Time: 2815.74 ms [2020-12-18 10:06:00 main:581] : INFO : Epoch 724 | loss: 0.0311771 | val_loss: 0.0311838 | Time: 2860.97 ms [2020-12-18 10:06:03 main:581] : INFO : Epoch 725 | loss: 0.0311772 | val_loss: 0.0311853 | Time: 2820.32 ms [2020-12-18 10:06:06 main:581] : INFO : Epoch 726 | loss: 0.0311767 | val_loss: 0.0311871 | Time: 2813.64 ms [2020-12-18 10:06:09 main:581] : INFO : Epoch 727 | loss: 0.031177 | val_loss: 0.0311853 | Time: 2820.18 ms [2020-12-18 10:06:11 main:581] : INFO : Epoch 728 | loss: 0.0311765 | val_loss: 0.0311845 | Time: 2822.37 ms [2020-12-18 10:06:14 main:581] : INFO : Epoch 729 | loss: 0.0311764 | val_loss: 0.0311841 | Time: 2816.49 ms [2020-12-18 10:06:17 main:581] : INFO : Epoch 730 | loss: 0.0311763 | val_loss: 0.0311831 | Time: 2817.57 ms [2020-12-18 10:06:20 main:581] : INFO : Epoch 731 | loss: 0.0311763 | val_loss: 0.0311883 | Time: 2821.22 ms [2020-12-18 10:06:23 main:581] : INFO : Epoch 732 | loss: 0.0311803 | val_loss: 0.0311872 | Time: 2817.29 ms [2020-12-18 10:06:26 main:581] : INFO : Epoch 733 | loss: 0.0311777 | val_loss: 0.0311883 | Time: 2818.76 ms [2020-12-18 10:06:28 main:581] : INFO : Epoch 734 | loss: 0.0311777 | val_loss: 0.0311831 | Time: 2819.89 ms [2020-12-18 10:06:31 main:581] : INFO : Epoch 735 | loss: 0.0311759 | val_loss: 0.0311817 | Time: 2844.1 ms [2020-12-18 10:06:34 main:581] : INFO : Epoch 736 | loss: 0.0311754 | val_loss: 0.0311814 | Time: 2820.32 ms [2020-12-18 10:06:37 main:581] : INFO : Epoch 737 | loss: 0.0311761 | val_loss: 0.0311816 | Time: 2820.56 ms [2020-12-18 10:06:40 main:581] : INFO : Epoch 738 | loss: 0.0311757 | val_loss: 0.0311833 | Time: 2816.76 ms [2020-12-18 10:06:42 main:581] : INFO : Epoch 739 | loss: 0.0311769 | val_loss: 0.031183 | Time: 2816.05 ms [2020-12-18 10:06:45 main:581] : INFO : Epoch 740 | loss: 0.0311752 | val_loss: 0.0311812 | Time: 2821.04 ms [2020-12-18 10:06:48 main:581] : INFO : Epoch 741 | loss: 0.0311749 | val_loss: 0.0311823 | Time: 2812.06 ms [2020-12-18 10:06:51 main:581] : INFO : Epoch 742 | loss: 0.0311764 | val_loss: 0.0311869 | Time: 2821.22 ms [2020-12-18 10:06:54 main:581] : INFO : Epoch 743 | loss: 0.0311759 | val_loss: 0.0311845 | Time: 2817.81 ms [2020-12-18 10:06:57 main:581] : INFO : Epoch 744 | loss: 0.0311766 | val_loss: 0.0311816 | Time: 2815.28 ms [2020-12-18 10:06:59 main:581] : INFO : Epoch 745 | loss: 0.0311751 | val_loss: 0.0311823 | Time: 2842.06 ms [2020-12-18 10:07:02 main:581] : INFO : Epoch 746 | loss: 0.0311793 | val_loss: 0.0311932 | Time: 2836.33 ms [2020-12-18 10:07:05 main:581] : INFO : Epoch 747 | loss: 0.0312102 | val_loss: 0.0312118 | Time: 2812.35 ms [2020-12-18 10:07:08 main:581] : INFO : Epoch 748 | loss: 0.0312142 | val_loss: 0.0312104 | Time: 2799.49 ms [2020-12-18 10:07:11 main:581] : INFO : Epoch 749 | loss: 0.0312124 | val_loss: 0.031208 | Time: 2806.66 ms [2020-12-18 10:07:13 main:581] : INFO : Epoch 750 | loss: 0.0312093 | val_loss: 0.031206 | Time: 2821.02 ms [2020-12-18 10:07:16 main:581] : INFO : Epoch 751 | loss: 0.0312069 | val_loss: 0.0312066 | Time: 2819.57 ms [2020-12-18 10:07:19 main:581] : INFO : Epoch 752 | loss: 0.0312072 | val_loss: 0.0312081 | Time: 2816.5 ms [2020-12-18 10:07:22 main:581] : INFO : Epoch 753 | loss: 0.0312064 | val_loss: 0.0312061 | Time: 2824.89 ms [2020-12-18 10:07:25 main:581] : INFO : Epoch 754 | loss: 0.0312072 | val_loss: 0.0312052 | Time: 2813.72 ms [2020-12-18 10:07:28 main:581] : INFO : Epoch 755 | loss: 0.031206 | val_loss: 0.031206 | Time: 2807.22 ms [2020-12-18 10:07:30 main:581] : INFO : Epoch 756 | loss: 0.0312045 | val_loss: 0.0312052 | Time: 2846.74 ms [2020-12-18 10:07:33 main:581] : INFO : Epoch 757 | loss: 0.0312033 | val_loss: 0.0312037 | Time: 2812.72 ms [2020-12-18 10:07:36 main:581] : INFO : Epoch 758 | loss: 0.0312029 | val_loss: 0.0312038 | Time: 2818.44 ms [2020-12-18 10:07:39 main:581] : INFO : Epoch 759 | loss: 0.0312022 | val_loss: 0.031204 | Time: 2817.57 ms [2020-12-18 10:07:42 main:581] : INFO : Epoch 760 | loss: 0.0312029 | val_loss: 0.0312031 | Time: 2819.64 ms [2020-12-18 10:07:44 main:581] : INFO : Epoch 761 | loss: 0.0312015 | val_loss: 0.0312035 | Time: 2817.91 ms [2020-12-18 10:07:47 main:581] : INFO : Epoch 762 | loss: 0.031202 | val_loss: 0.031204 | Time: 2808.52 ms [2020-12-18 10:07:50 main:581] : INFO : Epoch 763 | loss: 0.0312016 | val_loss: 0.0312021 | Time: 2821.58 ms [2020-12-18 10:07:53 main:581] : INFO : Epoch 764 | loss: 0.0312007 | val_loss: 0.0312027 | Time: 2815.55 ms [2020-12-18 10:07:56 main:581] : INFO : Epoch 765 | loss: 0.0312006 | val_loss: 0.0312026 | Time: 2821.76 ms [2020-12-18 10:07:59 main:581] : INFO : Epoch 766 | loss: 0.0312006 | val_loss: 0.031203 | Time: 2827.67 ms [2020-12-18 10:08:01 main:581] : INFO : Epoch 767 | loss: 0.0312018 | val_loss: 0.031205 | Time: 2842.33 ms [2020-12-18 10:08:04 main:581] : INFO : Epoch 768 | loss: 0.0312007 | val_loss: 0.0312028 | Time: 2819.01 ms [2020-12-18 10:08:07 main:581] : INFO : Epoch 769 | loss: 0.0311997 | val_loss: 0.0312044 | Time: 2818.96 ms [2020-12-18 10:08:10 main:581] : INFO : Epoch 770 | loss: 0.0312007 | val_loss: 0.0312018 | Time: 2821.72 ms [2020-12-18 10:08:13 main:581] : INFO : Epoch 771 | loss: 0.0312004 | val_loss: 0.0312064 | Time: 2822.32 ms [2020-12-18 10:08:16 main:581] : INFO : Epoch 772 | loss: 0.0312005 | val_loss: 0.0312027 | Time: 2803.01 ms [2020-12-18 10:08:18 main:581] : INFO : Epoch 773 | loss: 0.0312011 | val_loss: 0.0312022 | Time: 2815.67 ms [2020-12-18 10:08:21 main:581] : INFO : Epoch 774 | loss: 0.0312001 | val_loss: 0.0312023 | Time: 2819.23 ms [2020-12-18 10:08:24 main:581] : INFO : Epoch 775 | loss: 0.0312021 | val_loss: 0.031202 | Time: 2819.66 ms [2020-12-18 10:08:27 main:581] : INFO : Epoch 776 | loss: 0.0312016 | val_loss: 0.0312033 | Time: 2812.75 ms [2020-12-18 10:08:30 main:581] : INFO : Epoch 777 | loss: 0.0311986 | val_loss: 0.031202 | Time: 2835.39 ms [2020-12-18 10:08:32 main:581] : INFO : Epoch 778 | loss: 0.0312001 | val_loss: 0.0312031 | Time: 2805.4 ms [2020-12-18 10:08:35 main:581] : INFO : Epoch 779 | loss: 0.0311979 | val_loss: 0.0312017 | Time: 2815.48 ms [2020-12-18 10:08:38 main:581] : INFO : Epoch 780 | loss: 0.0311985 | val_loss: 0.0312023 | Time: 2808.13 ms [2020-12-18 10:08:41 main:581] : INFO : Epoch 781 | loss: 0.0311988 | val_loss: 0.0312019 | Time: 2811.14 ms [2020-12-18 10:08:44 main:581] : INFO : Epoch 782 | loss: 0.0311979 | val_loss: 0.0312043 | Time: 2807.31 ms [2020-12-18 10:08:46 main:581] : INFO : Epoch 783 | loss: 0.0311982 | val_loss: 0.0312015 | Time: 2814.29 ms [2020-12-18 10:08:49 main:581] : INFO : Epoch 784 | loss: 0.0311974 | val_loss: 0.0312021 | Time: 2808.37 ms [2020-12-18 10:08:52 main:581] : INFO : Epoch 785 | loss: 0.031198 | val_loss: 0.0312022 | Time: 2817.68 ms [2020-12-18 10:08:55 main:581] : INFO : Epoch 786 | loss: 0.0311986 | val_loss: 0.0312025 | Time: 2815.51 ms [2020-12-18 10:08:58 main:581] : INFO : Epoch 787 | loss: 0.0311981 | val_loss: 0.0312024 | Time: 2815.05 ms [2020-12-18 10:09:01 main:581] : INFO : Epoch 788 | loss: 0.031198 | val_loss: 0.0312019 | Time: 2860.33 ms [2020-12-18 10:09:03 main:581] : INFO : Epoch 789 | loss: 0.0311971 | val_loss: 0.0312013 | Time: 2815.18 ms [2020-12-18 10:09:06 main:581] : INFO : Epoch 790 | loss: 0.0311971 | val_loss: 0.0312015 | Time: 2814.29 ms [2020-12-18 10:09:09 main:581] : INFO : Epoch 791 | loss: 0.0311966 | val_loss: 0.0312018 | Time: 2814.17 ms [2020-12-18 10:09:12 main:581] : INFO : Epoch 792 | loss: 0.0311977 | val_loss: 0.0312047 | Time: 2814.09 ms [2020-12-18 10:09:15 main:581] : INFO : Epoch 793 | loss: 0.0311988 | val_loss: 0.0312035 | Time: 2814.26 ms [2020-12-18 10:09:17 main:581] : INFO : Epoch 794 | loss: 0.0311986 | val_loss: 0.0312021 | Time: 2815.83 ms [2020-12-18 10:09:20 main:581] : INFO : Epoch 795 | loss: 0.0311974 | val_loss: 0.0312023 | Time: 2814.28 ms [2020-12-18 10:09:23 main:581] : INFO : Epoch 796 | loss: 0.0311961 | val_loss: 0.0312004 | Time: 2816.37 ms [2020-12-18 10:09:26 main:581] : INFO : Epoch 797 | loss: 0.0311957 | val_loss: 0.0312019 | Time: 2814.23 ms [2020-12-18 10:09:29 main:581] : INFO : Epoch 798 | loss: 0.031196 | val_loss: 0.0312016 | Time: 2823.89 ms [2020-12-18 10:09:32 main:581] : INFO : Epoch 799 | loss: 0.0311968 | val_loss: 0.0312006 | Time: 2821.48 ms [2020-12-18 10:09:34 main:581] : INFO : Epoch 800 | loss: 0.031196 | val_loss: 0.0312009 | Time: 2820.06 ms [2020-12-18 10:09:37 main:581] : INFO : Epoch 801 | loss: 0.0311958 | val_loss: 0.0312012 | Time: 2819.87 ms [2020-12-18 10:09:40 main:581] : INFO : Epoch 802 | loss: 0.0311956 | val_loss: 0.0312004 | Time: 2820.08 ms [2020-12-18 10:09:43 main:581] : INFO : Epoch 803 | loss: 0.0311957 | val_loss: 0.0312004 | Time: 2813.33 ms [2020-12-18 10:09:46 main:581] : INFO : Epoch 804 | loss: 0.0311952 | val_loss: 0.0312003 | Time: 2823.46 ms [2020-12-18 10:09:48 main:581] : INFO : Epoch 805 | loss: 0.0312011 | val_loss: 0.0312212 | Time: 2811.47 ms [2020-12-18 10:09:51 main:581] : INFO : Epoch 806 | loss: 0.0312018 | val_loss: 0.0312058 | Time: 2811.26 ms [2020-12-18 10:09:54 main:581] : INFO : Epoch 807 | loss: 0.0311972 | val_loss: 0.0312029 | Time: 2810.6 ms [2020-12-18 10:09:57 main:581] : INFO : Epoch 808 | loss: 0.0311965 | val_loss: 0.0312045 | Time: 2816.32 ms [2020-12-18 10:10:00 main:581] : INFO : Epoch 809 | loss: 0.0311957 | val_loss: 0.0312001 | Time: 2846.66 ms [2020-12-18 10:10:03 main:581] : INFO : Epoch 810 | loss: 0.0311946 | val_loss: 0.0312 | Time: 2811.35 ms [2020-12-18 10:10:05 main:581] : INFO : Epoch 811 | loss: 0.0311964 | val_loss: 0.0312074 | Time: 2821.5 ms [2020-12-18 10:10:08 main:581] : INFO : Epoch 812 | loss: 0.0311966 | val_loss: 0.0312001 | Time: 2812.14 ms [2020-12-18 10:10:11 main:581] : INFO : Epoch 813 | loss: 0.0311956 | val_loss: 0.0312041 | Time: 2808.29 ms [2020-12-18 10:10:14 main:581] : INFO : Epoch 814 | loss: 0.0311959 | val_loss: 0.0312025 | Time: 2819.47 ms [2020-12-18 10:10:17 main:581] : INFO : Epoch 815 | loss: 0.031194 | val_loss: 0.0312017 | Time: 2813.29 ms [2020-12-18 10:10:19 main:581] : INFO : Epoch 816 | loss: 0.0311939 | val_loss: 0.0312004 | Time: 2808.71 ms [2020-12-18 10:10:22 main:581] : INFO : Epoch 817 | loss: 0.0311934 | val_loss: 0.0312021 | Time: 2816.58 ms [2020-12-18 10:10:25 main:581] : INFO : Epoch 818 | loss: 0.0311955 | val_loss: 0.0312007 | Time: 2812.27 ms [2020-12-18 10:10:28 main:581] : INFO : Epoch 819 | loss: 0.0311952 | val_loss: 0.0312003 | Time: 2819.82 ms [2020-12-18 10:10:31 main:581] : INFO : Epoch 820 | loss: 0.0311944 | val_loss: 0.031207 | Time: 2834.76 ms [2020-12-18 10:10:34 main:581] : INFO : Epoch 821 | loss: 0.0311975 | val_loss: 0.0312006 | Time: 2815.67 ms [2020-12-18 10:10:36 main:581] : INFO : Epoch 822 | loss: 0.0311946 | val_loss: 0.0312017 | Time: 2812.72 ms [2020-12-18 10:10:39 main:581] : INFO : Epoch 823 | loss: 0.0311952 | val_loss: 0.0312015 | Time: 2816.3 ms [2020-12-18 10:10:42 main:581] : INFO : Epoch 824 | loss: 0.0311957 | val_loss: 0.0312027 | Time: 2815.25 ms [2020-12-18 10:10:45 main:581] : INFO : Epoch 825 | loss: 0.0311974 | val_loss: 0.0312005 | Time: 2814.03 ms [2020-12-18 10:10:48 main:581] : INFO : Epoch 826 | loss: 0.0311961 | val_loss: 0.0312056 | Time: 2819.4 ms [2020-12-18 10:10:50 main:581] : INFO : Epoch 827 | loss: 0.0311942 | val_loss: 0.0311991 | Time: 2818.41 ms [2020-12-18 10:10:53 main:581] : INFO : Epoch 828 | loss: 0.0311929 | val_loss: 0.0312003 | Time: 2819.86 ms [2020-12-18 10:10:56 main:581] : INFO : Epoch 829 | loss: 0.0311923 | val_loss: 0.0312003 | Time: 2820 ms [2020-12-18 10:10:59 main:581] : INFO : Epoch 830 | loss: 0.0311937 | val_loss: 0.0311996 | Time: 2837.98 ms [2020-12-18 10:11:02 main:581] : INFO : Epoch 831 | loss: 0.0311925 | val_loss: 0.0311989 | Time: 2840.83 ms [2020-12-18 10:11:05 main:581] : INFO : Epoch 832 | loss: 0.0311941 | val_loss: 0.0312017 | Time: 2818.79 ms [2020-12-18 10:11:07 main:581] : INFO : Epoch 833 | loss: 0.031193 | val_loss: 0.0311998 | Time: 2814.9 ms [2020-12-18 10:11:10 main:581] : INFO : Epoch 834 | loss: 0.0311931 | val_loss: 0.0312003 | Time: 2820.58 ms [2020-12-18 10:11:13 main:581] : INFO : Epoch 835 | loss: 0.0311924 | val_loss: 0.0312007 | Time: 2825.18 ms [2020-12-18 10:11:16 main:581] : INFO : Epoch 836 | loss: 0.0311919 | val_loss: 0.0312001 | Time: 2810.3 ms [2020-12-18 10:11:19 main:581] : INFO : Epoch 837 | loss: 0.0311917 | val_loss: 0.0311995 | Time: 2818.74 ms [2020-12-18 10:11:22 main:581] : INFO : Epoch 838 | loss: 0.0311922 | val_loss: 0.0312005 | Time: 2816.4 ms [2020-12-18 10:11:24 main:581] : INFO : Epoch 839 | loss: 0.031197 | val_loss: 0.0312009 | Time: 2817 ms [2020-12-18 10:11:27 main:581] : INFO : Epoch 840 | loss: 0.0311956 | val_loss: 0.0312067 | Time: 2812.16 ms [2020-12-18 10:11:30 main:581] : INFO : Epoch 841 | loss: 0.0311974 | val_loss: 0.0312042 | Time: 2840.64 ms [2020-12-18 10:11:33 main:581] : INFO : Epoch 842 | loss: 0.0311935 | val_loss: 0.0312001 | Time: 2817.57 ms [2020-12-18 10:11:36 main:581] : INFO : Epoch 843 | loss: 0.0311923 | val_loss: 0.0312013 | Time: 2812.45 ms [2020-12-18 10:11:38 main:581] : INFO : Epoch 844 | loss: 0.0311913 | val_loss: 0.0311985 | Time: 2805.18 ms [2020-12-18 10:11:41 main:581] : INFO : Epoch 845 | loss: 0.0311907 | val_loss: 0.0311992 | Time: 2815.37 ms [2020-12-18 10:11:44 main:581] : INFO : Epoch 846 | loss: 0.031191 | val_loss: 0.0311993 | Time: 2818.63 ms [2020-12-18 10:11:47 main:581] : INFO : Epoch 847 | loss: 0.0311915 | val_loss: 0.0312013 | Time: 2814.46 ms [2020-12-18 10:11:50 main:581] : INFO : Epoch 848 | loss: 0.0311906 | val_loss: 0.0311999 | Time: 2813.99 ms [2020-12-18 10:11:53 main:581] : INFO : Epoch 849 | loss: 0.0311911 | val_loss: 0.0312041 | Time: 2817.41 ms [2020-12-18 10:11:55 main:581] : INFO : Epoch 850 | loss: 0.0311908 | val_loss: 0.0312009 | Time: 2818.8 ms [2020-12-18 10:11:58 main:581] : INFO : Epoch 851 | loss: 0.0311916 | val_loss: 0.0312066 | Time: 2818.24 ms [2020-12-18 10:12:01 main:581] : INFO : Epoch 852 | loss: 0.0311998 | val_loss: 0.0312032 | Time: 2855.8 ms [2020-12-18 10:12:04 main:581] : INFO : Epoch 853 | loss: 0.0311955 | val_loss: 0.0311979 | Time: 2810.66 ms [2020-12-18 10:12:07 main:581] : INFO : Epoch 854 | loss: 0.0311924 | val_loss: 0.0311978 | Time: 2818.58 ms [2020-12-18 10:12:09 main:581] : INFO : Epoch 855 | loss: 0.0311923 | val_loss: 0.0311981 | Time: 2820.25 ms [2020-12-18 10:12:12 main:581] : INFO : Epoch 856 | loss: 0.0311915 | val_loss: 0.0311974 | Time: 2820.15 ms [2020-12-18 10:12:15 main:581] : INFO : Epoch 857 | loss: 0.0311924 | val_loss: 0.0311981 | Time: 2810.45 ms [2020-12-18 10:12:18 main:581] : INFO : Epoch 858 | loss: 0.0311925 | val_loss: 0.0312033 | Time: 2817.92 ms [2020-12-18 10:12:21 main:581] : INFO : Epoch 859 | loss: 0.0311922 | val_loss: 0.0311974 | Time: 2818.59 ms [2020-12-18 10:12:24 main:581] : INFO : Epoch 860 | loss: 0.0311914 | val_loss: 0.0312015 | Time: 2819.31 ms [2020-12-18 10:12:26 main:581] : INFO : Epoch 861 | loss: 0.031191 | val_loss: 0.0311996 | Time: 2818.76 ms [2020-12-18 10:12:29 main:581] : INFO : Epoch 862 | loss: 0.0311901 | val_loss: 0.0311987 | Time: 2843.09 ms [2020-12-18 10:12:32 main:581] : INFO : Epoch 863 | loss: 0.0311909 | val_loss: 0.0311979 | Time: 2823.09 ms [2020-12-18 10:12:35 main:581] : INFO : Epoch 864 | loss: 0.0311909 | val_loss: 0.031197 | Time: 2806.19 ms [2020-12-18 10:12:38 main:581] : INFO : Epoch 865 | loss: 0.0311919 | val_loss: 0.0311971 | Time: 2818.02 ms [2020-12-18 10:12:40 main:581] : INFO : Epoch 866 | loss: 0.0311916 | val_loss: 0.0311973 | Time: 2812.85 ms [2020-12-18 10:12:43 main:581] : INFO : Epoch 867 | loss: 0.0311897 | val_loss: 0.0311976 | Time: 2811.03 ms [2020-12-18 10:12:46 main:581] : INFO : Epoch 868 | loss: 0.0311899 | val_loss: 0.0311984 | Time: 2811.8 ms [2020-12-18 10:12:49 main:581] : INFO : Epoch 869 | loss: 0.0311895 | val_loss: 0.031197 | Time: 2812.49 ms [2020-12-18 10:12:52 main:581] : INFO : Epoch 870 | loss: 0.0311901 | val_loss: 0.0311984 | Time: 2820.57 ms [2020-12-18 10:12:55 main:581] : INFO : Epoch 871 | loss: 0.0311895 | val_loss: 0.0311988 | Time: 2805.04 ms [2020-12-18 10:12:57 main:581] : INFO : Epoch 872 | loss: 0.0311909 | val_loss: 0.0312032 | Time: 2816.44 ms [2020-12-18 10:13:00 main:581] : INFO : Epoch 873 | loss: 0.0311903 | val_loss: 0.0311973 | Time: 2856.17 ms [2020-12-18 10:13:03 main:581] : INFO : Epoch 874 | loss: 0.03119 | val_loss: 0.0311979 | Time: 2818.23 ms [2020-12-18 10:13:06 main:581] : INFO : Epoch 875 | loss: 0.0311904 | val_loss: 0.0311977 | Time: 2816.79 ms [2020-12-18 10:13:09 main:581] : INFO : Epoch 876 | loss: 0.0311902 | val_loss: 0.0311976 | Time: 2813.21 ms [2020-12-18 10:13:11 main:581] : INFO : Epoch 877 | loss: 0.0311893 | val_loss: 0.0311989 | Time: 2825.17 ms [2020-12-18 10:13:14 main:581] : INFO : Epoch 878 | loss: 0.0311942 | val_loss: 0.0312019 | Time: 2820.62 ms [2020-12-18 10:13:17 main:581] : INFO : Epoch 879 | loss: 0.0311947 | val_loss: 0.0312015 | Time: 2810.62 ms [2020-12-18 10:13:20 main:581] : INFO : Epoch 880 | loss: 0.0311928 | val_loss: 0.0311998 | Time: 2812.15 ms [2020-12-18 10:13:23 main:581] : INFO : Epoch 881 | loss: 0.0311919 | val_loss: 0.0312008 | Time: 2817.13 ms [2020-12-18 10:13:26 main:581] : INFO : Epoch 882 | loss: 0.0311921 | val_loss: 0.0311991 | Time: 2816.58 ms [2020-12-18 10:13:28 main:581] : INFO : Epoch 883 | loss: 0.0311928 | val_loss: 0.0311992 | Time: 2820.73 ms [2020-12-18 10:13:31 main:581] : INFO : Epoch 884 | loss: 0.0311905 | val_loss: 0.0311989 | Time: 2841.07 ms [2020-12-18 10:13:34 main:581] : INFO : Epoch 885 | loss: 0.0311909 | val_loss: 0.0311984 | Time: 2819.92 ms [2020-12-18 10:13:37 main:581] : INFO : Epoch 886 | loss: 0.0311912 | val_loss: 0.0312007 | Time: 2811.88 ms [2020-12-18 10:13:40 main:581] : INFO : Epoch 887 | loss: 0.0311919 | val_loss: 0.0311995 | Time: 2825.8 ms [2020-12-18 10:13:42 main:581] : INFO : Epoch 888 | loss: 0.0311904 | val_loss: 0.0311987 | Time: 2810.99 ms [2020-12-18 10:13:45 main:581] : INFO : Epoch 889 | loss: 0.0311911 | val_loss: 0.0311998 | Time: 2821.27 ms [2020-12-18 10:13:48 main:581] : INFO : Epoch 890 | loss: 0.0311925 | val_loss: 0.0312026 | Time: 2818.73 ms [2020-12-18 10:13:51 main:581] : INFO : Epoch 891 | loss: 0.0311915 | val_loss: 0.0311981 | Time: 2814.5 ms [2020-12-18 10:13:54 main:581] : INFO : Epoch 892 | loss: 0.0311903 | val_loss: 0.031199 | Time: 2814.28 ms [2020-12-18 10:13:57 main:581] : INFO : Epoch 893 | loss: 0.031191 | val_loss: 0.0311985 | Time: 2811.22 ms [2020-12-18 10:13:59 main:581] : INFO : Epoch 894 | loss: 0.03119 | val_loss: 0.0311994 | Time: 2838.07 ms [2020-12-18 10:14:02 main:581] : INFO : Epoch 895 | loss: 0.0311934 | val_loss: 0.0312001 | Time: 2842.47 ms [2020-12-18 10:14:05 main:581] : INFO : Epoch 896 | loss: 0.0311916 | val_loss: 0.0311985 | Time: 2818.82 ms [2020-12-18 10:14:08 main:581] : INFO : Epoch 897 | loss: 0.0311893 | val_loss: 0.0311979 | Time: 2816.99 ms [2020-12-18 10:14:11 main:581] : INFO : Epoch 898 | loss: 0.0311899 | val_loss: 0.0311967 | Time: 2819.12 ms [2020-12-18 10:14:14 main:581] : INFO : Epoch 899 | loss: 0.0311899 | val_loss: 0.0311975 | Time: 2821.4 ms [2020-12-18 10:14:16 main:581] : INFO : Epoch 900 | loss: 0.0311896 | val_loss: 0.0311976 | Time: 2820.66 ms [2020-12-18 10:14:19 main:581] : INFO : Epoch 901 | loss: 0.0311896 | val_loss: 0.0311981 | Time: 2819.75 ms [2020-12-18 10:14:22 main:581] : INFO : Epoch 902 | loss: 0.0311899 | val_loss: 0.0312008 | Time: 2815.37 ms [2020-12-18 10:14:25 main:581] : INFO : Epoch 903 | loss: 0.0311895 | val_loss: 0.0312007 | Time: 2823.72 ms [2020-12-18 10:14:28 main:581] : INFO : Epoch 904 | loss: 0.0311918 | val_loss: 0.0312038 | Time: 2821.37 ms [2020-12-18 10:14:30 main:581] : INFO : Epoch 905 | loss: 0.0311902 | val_loss: 0.0312002 | Time: 2843.46 ms [2020-12-18 10:14:33 main:581] : INFO : Epoch 906 | loss: 0.0311881 | val_loss: 0.0311995 | Time: 2819.32 ms [2020-12-18 10:14:36 main:581] : INFO : Epoch 907 | loss: 0.0311884 | val_loss: 0.0312009 | Time: 2819.9 ms [2020-12-18 10:14:39 main:581] : INFO : Epoch 908 | loss: 0.0311893 | val_loss: 0.031201 | Time: 2818.09 ms [2020-12-18 10:14:42 main:581] : INFO : Epoch 909 | loss: 0.0311879 | val_loss: 0.0312012 | Time: 2818.95 ms [2020-12-18 10:14:45 main:581] : INFO : Epoch 910 | loss: 0.0311897 | val_loss: 0.0312019 | Time: 2811.77 ms [2020-12-18 10:14:47 main:581] : INFO : Epoch 911 | loss: 0.0311916 | val_loss: 0.0312043 | Time: 2821.81 ms [2020-12-18 10:14:50 main:581] : INFO : Epoch 912 | loss: 0.03119 | val_loss: 0.0312007 | Time: 2812.52 ms [2020-12-18 10:14:53 main:581] : INFO : Epoch 913 | loss: 0.0311883 | val_loss: 0.0311984 | Time: 2821.21 ms [2020-12-18 10:14:56 main:581] : INFO : Epoch 914 | loss: 0.0311882 | val_loss: 0.0311977 | Time: 2811.5 ms [2020-12-18 10:14:59 main:581] : INFO : Epoch 915 | loss: 0.0311886 | val_loss: 0.0312006 | Time: 2822.19 ms [2020-12-18 10:15:02 main:581] : INFO : Epoch 916 | loss: 0.0311888 | val_loss: 0.031199 | Time: 2834.94 ms [2020-12-18 10:15:04 main:581] : INFO : Epoch 917 | loss: 0.0311933 | val_loss: 0.0311995 | Time: 2809.15 ms [2020-12-18 10:15:07 main:581] : INFO : Epoch 918 | loss: 0.0311892 | val_loss: 0.0311973 | Time: 2813.97 ms [2020-12-18 10:15:10 main:581] : INFO : Epoch 919 | loss: 0.0311877 | val_loss: 0.0312 | Time: 2812.19 ms [2020-12-18 10:15:13 main:581] : INFO : Epoch 920 | loss: 0.0311893 | val_loss: 0.0311981 | Time: 2813.38 ms [2020-12-18 10:15:16 main:581] : INFO : Epoch 921 | loss: 0.0311889 | val_loss: 0.0311977 | Time: 2811.36 ms [2020-12-18 10:15:18 main:581] : INFO : Epoch 922 | loss: 0.0311877 | val_loss: 0.0311983 | Time: 2804.86 ms [2020-12-18 10:15:21 main:581] : INFO : Epoch 923 | loss: 0.0311874 | val_loss: 0.0312006 | Time: 2811.25 ms [2020-12-18 10:15:24 main:581] : INFO : Epoch 924 | loss: 0.0311874 | val_loss: 0.0311996 | Time: 2822.58 ms [2020-12-18 10:15:27 main:581] : INFO : Epoch 925 | loss: 0.0311871 | val_loss: 0.0312008 | Time: 2816.49 ms [2020-12-18 10:15:30 main:581] : INFO : Epoch 926 | loss: 0.0311965 | val_loss: 0.0312273 | Time: 2843.01 ms [2020-12-18 10:15:32 main:581] : INFO : Epoch 927 | loss: 0.031429 | val_loss: 0.0347899 | Time: 2810.11 ms [2020-12-18 10:15:35 main:581] : INFO : Epoch 928 | loss: 0.0357303 | val_loss: 0.0331218 | Time: 2810.38 ms [2020-12-18 10:15:38 main:581] : INFO : Epoch 929 | loss: 0.0382378 | val_loss: 0.0325421 | Time: 2806.79 ms [2020-12-18 10:15:41 main:581] : INFO : Epoch 930 | loss: nan | val_loss: nan | Time: 2812.65 ms [2020-12-18 10:15:44 main:581] : INFO : Epoch 931 | loss: nan | val_loss: nan | Time: 2816.59 ms [2020-12-18 10:15:47 main:581] : INFO : Epoch 932 | loss: nan | val_loss: nan | Time: 2814.89 ms [2020-12-18 10:15:49 main:581] : INFO : Epoch 933 | loss: nan | val_loss: nan | Time: 2813.82 ms [2020-12-18 10:15:52 main:581] : INFO : Epoch 934 | loss: nan | val_loss: nan | Time: 2813.01 ms [2020-12-18 10:15:55 main:581] : INFO : Epoch 935 | loss: nan | val_loss: nan | Time: 2806.04 ms [2020-12-18 10:15:58 main:581] : INFO : Epoch 936 | loss: nan | val_loss: nan | Time: 2809 ms [2020-12-18 10:16:01 main:581] : INFO : Epoch 937 | loss: nan | val_loss: nan | Time: 2865.93 ms [2020-12-18 10:16:03 main:581] : INFO : Epoch 938 | loss: nan | val_loss: nan | Time: 2812.06 ms [2020-12-18 10:16:06 main:581] : INFO : Epoch 939 | loss: nan | val_loss: nan | Time: 2809.87 ms [2020-12-18 10:16:09 main:581] : INFO : Epoch 940 | loss: nan | val_loss: nan | Time: 2805.72 ms [2020-12-18 10:16:12 main:581] : INFO : Epoch 941 | loss: nan | val_loss: nan | Time: 2804.02 ms [2020-12-18 10:16:15 main:581] : INFO : Epoch 942 | loss: nan | val_loss: nan | Time: 2809.92 ms [2020-12-18 10:16:18 main:581] : INFO : Epoch 943 | loss: nan | val_loss: nan | Time: 2812.56 ms [2020-12-18 10:16:20 main:581] : INFO : Epoch 944 | loss: nan | val_loss: nan | Time: 2809.02 ms [2020-12-18 10:16:23 main:581] : INFO : Epoch 945 | loss: nan | val_loss: nan | Time: 2811.33 ms [2020-12-18 10:16:26 main:581] : INFO : Epoch 946 | loss: nan | val_loss: nan | Time: 2818.94 ms [2020-12-18 10:16:29 main:581] : INFO : Epoch 947 | loss: nan | val_loss: nan | Time: 2825.78 ms [2020-12-18 10:16:32 main:581] : INFO : Epoch 948 | loss: nan | val_loss: nan | Time: 2820.93 ms [2020-12-18 10:16:34 main:581] : INFO : Epoch 949 | loss: nan | val_loss: nan | Time: 2821.95 ms [2020-12-18 10:16:37 main:581] : INFO : Epoch 950 | loss: nan | val_loss: nan | Time: 2822.13 ms [2020-12-18 10:16:40 main:581] : INFO : Epoch 951 | loss: nan | val_loss: nan | Time: 2820.22 ms [2020-12-18 10:16:43 main:581] : INFO : Epoch 952 | loss: nan | val_loss: nan | Time: 2820.29 ms [2020-12-18 10:16:46 main:581] : INFO : Epoch 953 | loss: nan | val_loss: nan | Time: 2816.05 ms [2020-12-18 10:16:49 main:581] : INFO : Epoch 954 | loss: nan | val_loss: nan | Time: 2816.04 ms [2020-12-18 10:16:51 main:581] : INFO : Epoch 955 | loss: nan | val_loss: nan | Time: 2806.32 ms [2020-12-18 10:16:54 main:581] : INFO : Epoch 956 | loss: nan | val_loss: nan | Time: 2810.35 ms [2020-12-18 10:16:57 main:581] : INFO : Epoch 957 | loss: nan | val_loss: nan | Time: 2818.62 ms [2020-12-18 10:17:00 main:581] : INFO : Epoch 958 | loss: nan | val_loss: nan | Time: 2848.93 ms [2020-12-18 10:17:03 main:581] : INFO : Epoch 959 | loss: nan | val_loss: nan | Time: 2816.66 ms [2020-12-18 10:17:05 main:581] : INFO : Epoch 960 | loss: nan | val_loss: nan | Time: 2817.36 ms [2020-12-18 10:17:08 main:581] : INFO : Epoch 961 | loss: nan | val_loss: nan | Time: 2816.72 ms [2020-12-18 10:17:11 main:581] : INFO : Epoch 962 | loss: nan | val_loss: nan | Time: 2813.51 ms [2020-12-18 10:17:14 main:581] : INFO : Epoch 963 | loss: nan | val_loss: nan | Time: 2817.51 ms [2020-12-18 10:17:17 main:581] : INFO : Epoch 964 | loss: nan | val_loss: nan | Time: 2821.03 ms [2020-12-18 10:17:20 main:581] : INFO : Epoch 965 | loss: nan | val_loss: nan | Time: 2818.8 ms [2020-12-18 10:17:22 main:581] : INFO : Epoch 966 | loss: nan | val_loss: nan | Time: 2822.04 ms [2020-12-18 10:17:25 main:581] : INFO : Epoch 967 | loss: nan | val_loss: nan | Time: 2817.63 ms [2020-12-18 10:17:28 main:581] : INFO : Epoch 968 | loss: nan | val_loss: nan | Time: 2820.43 ms [2020-12-18 10:17:31 main:581] : INFO : Epoch 969 | loss: nan | val_loss: nan | Time: 2842.73 ms [2020-12-18 10:17:34 main:581] : INFO : Epoch 970 | loss: nan | val_loss: nan | Time: 2821.73 ms [2020-12-18 10:17:36 main:581] : INFO : Epoch 971 | loss: nan | val_loss: nan | Time: 2814.75 ms [2020-12-18 10:17:39 main:581] : INFO : Epoch 972 | loss: nan | val_loss: nan | Time: 2815.64 ms [2020-12-18 10:17:42 main:581] : INFO : Epoch 973 | loss: nan | val_loss: nan | Time: 2817.37 ms [2020-12-18 10:17:45 main:581] : INFO : Epoch 974 | loss: nan | val_loss: nan | Time: 2814.85 ms [2020-12-18 10:17:48 main:581] : INFO : Epoch 975 | loss: nan | val_loss: nan | Time: 2816.11 ms [2020-12-18 10:17:51 main:581] : INFO : Epoch 976 | loss: nan | val_loss: nan | Time: 2818.47 ms [2020-12-18 10:17:53 main:581] : INFO : Epoch 977 | loss: nan | val_loss: nan | Time: 2818.47 ms [2020-12-18 10:17:56 main:581] : INFO : Epoch 978 | loss: nan | val_loss: nan | Time: 2815.52 ms [2020-12-18 10:17:59 main:581] : INFO : Epoch 979 | loss: nan | val_loss: nan | Time: 2842 ms [2020-12-18 10:18:02 main:581] : INFO : Epoch 980 | loss: nan | val_loss: nan | Time: 2842.25 ms [2020-12-18 10:18:05 main:581] : INFO : Epoch 981 | loss: nan | val_loss: nan | Time: 2820.51 ms [2020-12-18 10:18:08 main:581] : INFO : Epoch 982 | loss: nan | val_loss: nan | Time: 2814.82 ms [2020-12-18 10:18:10 main:581] : INFO : Epoch 983 | loss: nan | val_loss: nan | Time: 2815.47 ms [2020-12-18 10:18:13 main:581] : INFO : Epoch 984 | loss: nan | val_loss: nan | Time: 2817.99 ms [2020-12-18 10:18:16 main:581] : INFO : Epoch 985 | loss: nan | val_loss: nan | Time: 2811.74 ms [2020-12-18 10:18:19 main:581] : INFO : Epoch 986 | loss: nan | val_loss: nan | Time: 2811.24 ms [2020-12-18 10:18:22 main:581] : INFO : Epoch 987 | loss: nan | val_loss: nan | Time: 2807.58 ms [2020-12-18 10:18:24 main:581] : INFO : Epoch 988 | loss: nan | val_loss: nan | Time: 2815.04 ms [2020-12-18 10:18:27 main:581] : INFO : Epoch 989 | loss: nan | val_loss: nan | Time: 2812.1 ms [2020-12-18 10:18:30 main:581] : INFO : Epoch 990 | loss: nan | val_loss: nan | Time: 2840.83 ms [2020-12-18 10:18:33 main:581] : INFO : Epoch 991 | loss: nan | val_loss: nan | Time: 2815.1 ms [2020-12-18 10:18:36 main:581] : INFO : Epoch 992 | loss: nan | val_loss: nan | Time: 2812.62 ms [2020-12-18 10:18:38 main:581] : INFO : Epoch 993 | loss: nan | val_loss: nan | Time: 2814.84 ms [2020-12-18 10:18:41 main:581] : INFO : Epoch 994 | loss: nan | val_loss: nan | Time: 2815.58 ms [2020-12-18 10:18:44 main:581] : INFO : Epoch 995 | loss: nan | val_loss: nan | Time: 2817.7 ms [2020-12-18 10:18:47 main:581] : INFO : Epoch 996 | loss: nan | val_loss: nan | Time: 2817.45 ms [2020-12-18 10:18:50 main:581] : INFO : Epoch 997 | loss: nan | val_loss: nan | Time: 2817.22 ms [2020-12-18 10:18:53 main:581] : INFO : Epoch 998 | loss: nan | val_loss: nan | Time: 2811.31 ms [2020-12-18 10:18:55 main:581] : INFO : Epoch 999 | loss: nan | val_loss: nan | Time: 2813.49 ms [2020-12-18 10:18:58 main:581] : INFO : Epoch 1000 | loss: nan | val_loss: nan | Time: 2821.44 ms [2020-12-18 10:19:01 main:581] : INFO : Epoch 1001 | loss: nan | val_loss: nan | Time: 2855.87 ms [2020-12-18 10:19:04 main:581] : INFO : Epoch 1002 | loss: nan | val_loss: nan | Time: 2818.61 ms [2020-12-18 10:19:07 main:581] : INFO : Epoch 1003 | loss: nan | val_loss: nan | Time: 2819.85 ms [2020-12-18 10:19:10 main:581] : INFO : Epoch 1004 | loss: nan | val_loss: nan | Time: 2811.55 ms [2020-12-18 10:19:12 main:581] : INFO : Epoch 1005 | loss: nan | val_loss: nan | Time: 2817.63 ms [2020-12-18 10:19:15 main:581] : INFO : Epoch 1006 | loss: nan | val_loss: nan | Time: 2809.73 ms [2020-12-18 10:19:18 main:581] : INFO : Epoch 1007 | loss: nan | val_loss: nan | Time: 2814.15 ms [2020-12-18 10:19:21 main:581] : INFO : Epoch 1008 | loss: nan | val_loss: nan | Time: 2820.32 ms [2020-12-18 10:19:24 main:581] : INFO : Epoch 1009 | loss: nan | val_loss: nan | Time: 2822.45 ms [2020-12-18 10:19:26 main:581] : INFO : Epoch 1010 | loss: nan | val_loss: nan | Time: 2816.64 ms [2020-12-18 10:19:29 main:581] : INFO : Epoch 1011 | loss: nan | val_loss: nan | Time: 2841.81 ms [2020-12-18 10:19:32 main:581] : INFO : Epoch 1012 | loss: nan | val_loss: nan | Time: 2815.64 ms [2020-12-18 10:19:35 main:581] : INFO : Epoch 1013 | loss: nan | val_loss: nan | Time: 2811.63 ms [2020-12-18 10:19:38 main:581] : INFO : Epoch 1014 | loss: nan | val_loss: nan | Time: 2823.59 ms [2020-12-18 10:19:41 main:581] : INFO : Epoch 1015 | loss: nan | val_loss: nan | Time: 2816.32 ms [2020-12-18 10:19:43 main:581] : INFO : Epoch 1016 | loss: nan | val_loss: nan | Time: 2810.81 ms [2020-12-18 10:19:46 main:581] : INFO : Epoch 1017 | loss: nan | val_loss: nan | Time: 2814.3 ms [2020-12-18 10:19:49 main:581] : INFO : Epoch 1018 | loss: nan | val_loss: nan | Time: 2820.48 ms [2020-12-18 10:19:52 main:581] : INFO : Epoch 1019 | loss: nan | val_loss: nan | Time: 2822.04 ms [2020-12-18 10:19:55 main:581] : INFO : Epoch 1020 | loss: nan | val_loss: nan | Time: 2817.91 ms [2020-12-18 10:19:57 main:581] : INFO : Epoch 1021 | loss: nan | val_loss: nan | Time: 2821.09 ms [2020-12-18 10:20:00 main:581] : INFO : Epoch 1022 | loss: nan | val_loss: nan | Time: 2864.42 ms [2020-12-18 10:20:03 main:581] : INFO : Epoch 1023 | loss: nan | val_loss: nan | Time: 2815.91 ms [2020-12-18 10:20:06 main:581] : INFO : Epoch 1024 | loss: nan | val_loss: nan | Time: 2818.91 ms [2020-12-18 10:20:06 main:604] : INFO : Saving trained model to model-final.pt, val_loss nan [2020-12-18 10:20:06 main:610] : INFO : Saving end state to config to file [2020-12-18 10:20:06 main:615] : INFO : Success, exiting.. 10:20:06 (1908906): 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)