Task 3321226
| Name | ParityModified-1606530511-914-6_0 |
| Workunit | 1587144 |
| Created | 17 Dec 2020, 14:48:20 UTC |
| Sent | 21 Dec 2020, 20:45:52 UTC |
| Report deadline | 28 Dec 2020, 20:45:52 UTC |
| Received | 22 Dec 2020, 23:52:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5242 |
| Run time | 43 min 39 sec |
| CPU time | 42 min 52 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,508.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> oss: 0.0311798 | val_loss: 0.0311868 | Time: 2541.42 ms [2020-12-22 15:30:50 main:574] : INFO : Epoch 515 | loss: 0.0311768 | val_loss: 0.0311772 | Time: 2546.86 ms [2020-12-22 15:30:53 main:574] : INFO : Epoch 516 | loss: 0.0311755 | val_loss: 0.0311787 | Time: 2538.49 ms [2020-12-22 15:30:55 main:574] : INFO : Epoch 517 | loss: 0.0311763 | val_loss: 0.0311773 | Time: 2551.23 ms [2020-12-22 15:30:58 main:574] : INFO : Epoch 518 | loss: 0.0311744 | val_loss: 0.0311783 | Time: 2543.25 ms [2020-12-22 15:31:00 main:574] : INFO : Epoch 519 | loss: 0.0311754 | val_loss: 0.0311787 | Time: 2547.85 ms [2020-12-22 15:31:03 main:574] : INFO : Epoch 520 | loss: 0.0311749 | val_loss: 0.0311777 | Time: 2537.41 ms [2020-12-22 15:31:05 main:574] : INFO : Epoch 521 | loss: 0.0311761 | val_loss: 0.0311787 | Time: 2547.62 ms [2020-12-22 15:31:08 main:574] : INFO : Epoch 522 | loss: 0.0311809 | val_loss: 0.0311831 | Time: 2542.05 ms [2020-12-22 15:31:10 main:574] : INFO : Epoch 523 | loss: 0.0311811 | val_loss: 0.0311905 | Time: 2548.58 ms [2020-12-22 15:31:13 main:574] : INFO : Epoch 524 | loss: 0.0311821 | val_loss: 0.0311819 | Time: 2538.26 ms [2020-12-22 15:31:16 main:574] : INFO : Epoch 525 | loss: 0.0311767 | val_loss: 0.0311776 | Time: 2544.13 ms [2020-12-22 15:31:18 main:574] : INFO : Epoch 526 | loss: 0.031175 | val_loss: 0.0311846 | Time: 2536.54 ms [2020-12-22 15:31:21 main:574] : INFO : Epoch 527 | loss: 0.0311811 | val_loss: 0.0311814 | Time: 2546.82 ms [2020-12-22 15:31:23 main:574] : INFO : Epoch 528 | loss: 0.0311782 | val_loss: 0.0311779 | Time: 2540 ms [2020-12-22 15:31:26 main:574] : INFO : Epoch 529 | loss: 0.0311768 | val_loss: 0.0311774 | Time: 2552.66 ms [2020-12-22 15:31:28 main:574] : INFO : Epoch 530 | loss: 0.0311759 | val_loss: 0.0311811 | Time: 2542.73 ms [2020-12-22 15:31:31 main:574] : INFO : Epoch 531 | loss: 0.0311798 | val_loss: 0.031187 | Time: 2551.74 ms [2020-12-22 15:31:33 main:574] : INFO : Epoch 532 | loss: 0.0311759 | val_loss: 0.031181 | Time: 2541.45 ms [2020-12-22 15:31:36 main:574] : INFO : Epoch 533 | loss: 0.031175 | val_loss: 0.0311804 | Time: 2547.21 ms [2020-12-22 15:31:39 main:574] : INFO : Epoch 534 | loss: 0.0311765 | val_loss: 0.03118 | Time: 2545.22 ms [2020-12-22 15:31:41 main:574] : INFO : Epoch 535 | loss: 0.0311756 | val_loss: 0.0311782 | Time: 2547.51 ms [2020-12-22 15:31:44 main:574] : INFO : Epoch 536 | loss: 0.0311735 | val_loss: 0.0311796 | Time: 2536.65 ms [2020-12-22 15:31:46 main:574] : INFO : Epoch 537 | loss: 0.0311738 | val_loss: 0.0311778 | Time: 2553.92 ms [2020-12-22 15:31:49 main:574] : INFO : Epoch 538 | loss: 0.0311711 | val_loss: 0.0311796 | Time: 2544.68 ms [2020-12-22 15:31:51 main:574] : INFO : Epoch 539 | loss: 0.031172 | val_loss: 0.0311777 | Time: 2550.1 ms [2020-12-22 15:31:54 main:574] : INFO : Epoch 540 | loss: 0.031171 | val_loss: 0.0311794 | Time: 2536.56 ms [2020-12-22 15:31:56 main:574] : INFO : Epoch 541 | loss: 0.0311741 | val_loss: 0.0311806 | Time: 2554.17 ms [2020-12-22 15:31:59 main:574] : INFO : Epoch 542 | loss: 0.0311807 | val_loss: 0.0311797 | Time: 2549.41 ms [2020-12-22 15:32:01 main:574] : INFO : Epoch 543 | loss: 0.0311788 | val_loss: 0.0311798 | Time: 2542.23 ms [2020-12-22 15:32:04 main:574] : INFO : Epoch 544 | loss: 0.0311771 | val_loss: 0.0311781 | Time: 2528.57 ms [2020-12-22 15:32:07 main:574] : INFO : Epoch 545 | loss: 0.031177 | val_loss: 0.0311823 | Time: 2544.76 ms [2020-12-22 15:32:09 main:574] : INFO : Epoch 546 | loss: 0.0311772 | val_loss: 0.0311797 | Time: 2561.95 ms [2020-12-22 15:32:12 main:574] : INFO : Epoch 547 | loss: 0.0311765 | val_loss: 0.0311923 | Time: 2542.85 ms [2020-12-22 15:32:14 main:574] : INFO : Epoch 548 | loss: 0.0311796 | val_loss: 0.0311767 | Time: 2547.48 ms [2020-12-22 15:32:17 main:574] : INFO : Epoch 549 | loss: 0.0311746 | val_loss: 0.0311776 | Time: 2538.81 ms [2020-12-22 15:32:19 main:574] : INFO : Epoch 550 | loss: 0.0311756 | val_loss: 0.0311773 | Time: 2543.05 ms [2020-12-22 15:32:22 main:574] : INFO : Epoch 551 | loss: 0.0311758 | val_loss: 0.0311755 | Time: 2555.36 ms [2020-12-22 15:32:24 main:574] : INFO : Epoch 552 | loss: 0.0311739 | val_loss: 0.0311759 | Time: 2553.47 ms [2020-12-22 15:32:27 main:574] : INFO : Epoch 553 | loss: 0.0311726 | val_loss: 0.0311761 | Time: 2550.28 ms [2020-12-22 15:32:30 main:574] : INFO : Epoch 554 | loss: 0.0311733 | val_loss: 0.0311764 | Time: 2552.24 ms [2020-12-22 15:32:32 main:574] : INFO : Epoch 555 | loss: 0.0311723 | val_loss: 0.0311757 | Time: 2537.18 ms [2020-12-22 15:32:35 main:574] : INFO : Epoch 556 | loss: 0.0311727 | val_loss: 0.0311757 | Time: 2544.65 ms [2020-12-22 15:32:37 main:574] : INFO : Epoch 557 | loss: 0.0311719 | val_loss: 0.0311731 | Time: 2538.33 ms [2020-12-22 15:32:40 main:574] : INFO : Epoch 558 | loss: 0.0311698 | val_loss: 0.0311743 | Time: 2541.49 ms [2020-12-22 15:32:42 main:574] : INFO : Epoch 559 | loss: 0.0311714 | val_loss: 0.0311747 | Time: 2536.99 ms [2020-12-22 15:32:45 main:574] : INFO : Epoch 560 | loss: 0.0311697 | val_loss: 0.031174 | Time: 2548.47 ms [2020-12-22 15:32:47 main:574] : INFO : Epoch 561 | loss: 0.0311689 | val_loss: 0.0311749 | Time: 2543.11 ms [2020-12-22 15:32:50 main:574] : INFO : Epoch 562 | loss: 0.0311707 | val_loss: 0.0311739 | Time: 2551.17 ms [2020-12-22 15:32:52 main:574] : INFO : Epoch 563 | loss: 0.0311713 | val_loss: 0.0311778 | Time: 2531.87 ms [2020-12-22 15:32:55 main:574] : INFO : Epoch 564 | loss: 0.0311768 | val_loss: 0.0311789 | Time: 2550.06 ms [2020-12-22 15:32:58 main:574] : INFO : Epoch 565 | loss: 0.03118 | val_loss: 0.0311785 | Time: 2536.7 ms [2020-12-22 15:33:00 main:574] : INFO : Epoch 566 | loss: 0.0311784 | val_loss: 0.0311844 | Time: 2553.19 ms [2020-12-22 15:33:03 main:574] : INFO : Epoch 567 | loss: 0.0311844 | val_loss: 0.0311847 | Time: 2537.64 ms [2020-12-22 15:33:05 main:574] : INFO : Epoch 568 | loss: 0.0311763 | val_loss: 0.0311775 | Time: 2551.73 ms [2020-12-22 15:33:08 main:574] : INFO : Epoch 569 | loss: 0.0311739 | val_loss: 0.0311775 | Time: 2540.97 ms [2020-12-22 15:33:10 main:574] : INFO : Epoch 570 | loss: 0.0311713 | val_loss: 0.0311763 | Time: 2536.3 ms [2020-12-22 15:33:13 main:574] : INFO : Epoch 571 | loss: 0.0311715 | val_loss: 0.0311771 | Time: 2540.43 ms [2020-12-22 15:33:15 main:574] : INFO : Epoch 572 | loss: 0.0311738 | val_loss: 0.031175 | Time: 2546.61 ms [2020-12-22 15:33:18 main:574] : INFO : Epoch 573 | loss: 0.031174 | val_loss: 0.0311754 | Time: 2547.39 ms [2020-12-22 15:33:20 main:574] : INFO : Epoch 574 | loss: 0.0311698 | val_loss: 0.0311757 | Time: 2546.86 ms [2020-12-22 15:33:23 main:574] : INFO : Epoch 575 | loss: 0.0311689 | val_loss: 0.0311766 | Time: 2531.89 ms [2020-12-22 15:33:26 main:574] : INFO : Epoch 576 | loss: 0.0311723 | val_loss: 0.0311802 | Time: 2552.45 ms [2020-12-22 15:33:28 main:574] : INFO : Epoch 577 | loss: 0.0311725 | val_loss: 0.0311795 | Time: 2541.13 ms [2020-12-22 15:33:31 main:574] : INFO : Epoch 578 | loss: 0.0311683 | val_loss: 0.0311778 | Time: 2548.37 ms [2020-12-22 15:33:33 main:574] : INFO : Epoch 579 | loss: 0.0311688 | val_loss: 0.0311747 | Time: 2541.63 ms [2020-12-22 15:33:36 main:574] : INFO : Epoch 580 | loss: 0.0311696 | val_loss: 0.0311803 | Time: 2546.84 ms [2020-12-22 15:33:38 main:574] : INFO : Epoch 581 | loss: 0.0311707 | val_loss: 0.0311783 | Time: 2543.94 ms [2020-12-22 15:33:41 main:574] : INFO : Epoch 582 | loss: 0.0311689 | val_loss: 0.0311745 | Time: 2548.56 ms [2020-12-22 15:33:43 main:574] : INFO : Epoch 583 | loss: 0.031169 | val_loss: 0.0311744 | Time: 2535.68 ms [2020-12-22 15:33:46 main:574] : INFO : Epoch 584 | loss: 0.0311731 | val_loss: 0.0311828 | Time: 2546.45 ms [2020-12-22 15:33:49 main:574] : INFO : Epoch 585 | loss: 0.0311748 | val_loss: 0.0311848 | Time: 2545.55 ms [2020-12-22 15:33:51 main:574] : INFO : Epoch 586 | loss: 0.0311722 | val_loss: 0.031177 | Time: 2548.28 ms [2020-12-22 15:33:54 main:574] : INFO : Epoch 587 | loss: 0.0311706 | val_loss: 0.0311781 | Time: 2543.29 ms [2020-12-22 15:33:56 main:574] : INFO : Epoch 588 | loss: 0.0311703 | val_loss: 0.0311755 | Time: 2547.01 ms [2020-12-22 15:33:59 main:574] : INFO : Epoch 589 | loss: 0.0311699 | val_loss: 0.0311738 | Time: 2556.64 ms [2020-12-22 15:34:01 main:574] : INFO : Epoch 590 | loss: 0.0311692 | val_loss: 0.0311804 | Time: 2544.89 ms [2020-12-22 15:34:04 main:574] : INFO : Epoch 591 | loss: 0.0311695 | val_loss: 0.0311747 | Time: 2543.65 ms [2020-12-22 15:34:06 main:574] : INFO : Epoch 592 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 2558.21 ms [2020-12-22 15:34:09 main:574] : INFO : Epoch 593 | loss: 0.0311749 | val_loss: 0.031176 | Time: 2549.23 ms [2020-12-22 15:34:12 main:574] : INFO : Epoch 594 | loss: 0.0311727 | val_loss: 0.0311763 | Time: 2547.64 ms [2020-12-22 15:34:14 main:574] : INFO : Epoch 595 | loss: 0.0311704 | val_loss: 0.0311775 | Time: 2543.33 ms [2020-12-22 15:34:17 main:574] : INFO : Epoch 596 | loss: 0.031171 | val_loss: 0.0311756 | Time: 2546.54 ms [2020-12-22 15:34:19 main:574] : INFO : Epoch 597 | loss: 0.0311701 | val_loss: 0.0311763 | Time: 2544.49 ms [2020-12-22 15:34:22 main:574] : INFO : Epoch 598 | loss: 0.0311692 | val_loss: 0.0311744 | Time: 2545.29 ms [2020-12-22 15:34:24 main:574] : INFO : Epoch 599 | loss: 0.0311705 | val_loss: 0.0311771 | Time: 2544.33 ms [2020-12-22 15:34:27 main:574] : INFO : Epoch 600 | loss: 0.0311698 | val_loss: 0.0311778 | Time: 2544.27 ms [2020-12-22 15:34:29 main:574] : INFO : Epoch 601 | loss: 0.0311692 | val_loss: 0.0311793 | Time: 2549.03 ms [2020-12-22 15:34:32 main:574] : INFO : Epoch 602 | loss: 0.0311696 | val_loss: 0.0311734 | Time: 2541.67 ms [2020-12-22 15:34:34 main:574] : INFO : Epoch 603 | loss: 0.0311711 | val_loss: 0.0311783 | Time: 2536.83 ms [2020-12-22 15:34:37 main:574] : INFO : Epoch 604 | loss: 0.0311731 | val_loss: 0.0311803 | Time: 2541.34 ms [2020-12-22 15:34:40 main:574] : INFO : Epoch 605 | loss: 0.0311726 | val_loss: 0.0311755 | Time: 2551.26 ms [2020-12-22 15:34:42 main:574] : INFO : Epoch 606 | loss: 0.0311742 | val_loss: 0.0311786 | Time: 2545.7 ms [2020-12-22 15:34:45 main:574] : INFO : Epoch 607 | loss: 0.0311724 | val_loss: 0.0311732 | Time: 2548.68 ms [2020-12-22 15:34:47 main:574] : INFO : Epoch 608 | loss: 0.0311693 | val_loss: 0.0311736 | Time: 2550.33 ms [2020-12-22 15:34:50 main:574] : INFO : Epoch 609 | loss: 0.0311687 | val_loss: 0.0311736 | Time: 2547.64 ms [2020-12-22 15:34:52 main:574] : INFO : Epoch 610 | loss: 0.0311705 | val_loss: 0.0311754 | Time: 2542.83 ms [2020-12-22 15:34:55 main:574] : INFO : Epoch 611 | loss: 0.0311705 | val_loss: 0.0311751 | Time: 2544.39 ms [2020-12-22 15:34:57 main:574] : INFO : Epoch 612 | loss: 0.0311733 | val_loss: 0.031175 | Time: 2542.63 ms [2020-12-22 15:35:00 main:574] : INFO : Epoch 613 | loss: 0.0311715 | val_loss: 0.0311774 | Time: 2548.13 ms [2020-12-22 15:35:03 main:574] : INFO : Epoch 614 | loss: 0.0311704 | val_loss: 0.0311887 | Time: 2543.18 ms [2020-12-22 15:35:05 main:574] : INFO : Epoch 615 | loss: 0.0311719 | val_loss: 0.0311819 | Time: 2544.7 ms [2020-12-22 15:35:08 main:574] : INFO : Epoch 616 | loss: 0.0311736 | val_loss: 0.0311754 | Time: 2540.51 ms [2020-12-22 15:35:10 main:574] : INFO : Epoch 617 | loss: 0.0311696 | val_loss: 0.0311811 | Time: 2546.5 ms [2020-12-22 15:35:13 main:574] : INFO : Epoch 618 | loss: 0.0311704 | val_loss: 0.0311771 | Time: 2539.94 ms [2020-12-22 15:35:15 main:574] : INFO : Epoch 619 | loss: 0.0311695 | val_loss: 0.0311729 | Time: 2550.3 ms [2020-12-22 15:35:18 main:574] : INFO : Epoch 620 | loss: 0.0311725 | val_loss: 0.0311771 | Time: 2560.75 ms [2020-12-22 15:35:20 main:574] : INFO : Epoch 621 | loss: 0.0311705 | val_loss: 0.031173 | Time: 2562.69 ms [2020-12-22 15:35:23 main:574] : INFO : Epoch 622 | loss: 0.0311738 | val_loss: 0.0311759 | Time: 2572.23 ms [2020-12-22 15:35:26 main:574] : INFO : Epoch 623 | loss: 0.0311771 | val_loss: 0.0311747 | Time: 2550.85 ms [2020-12-22 15:35:28 main:574] : INFO : Epoch 624 | loss: 0.0311733 | val_loss: 0.0311745 | Time: 2542.4 ms [2020-12-22 15:35:31 main:574] : INFO : Epoch 625 | loss: 0.0311723 | val_loss: 0.0311753 | Time: 2552.71 ms [2020-12-22 15:35:33 main:574] : INFO : Epoch 626 | loss: 0.0311758 | val_loss: 0.0311739 | Time: 2541.58 ms [2020-12-22 15:35:36 main:574] : INFO : Epoch 627 | loss: 0.0311723 | val_loss: 0.0311791 | Time: 2539.57 ms [2020-12-22 15:35:38 main:574] : INFO : Epoch 628 | loss: 0.0311717 | val_loss: 0.0311753 | Time: 2552.4 ms [2020-12-22 15:35:41 main:574] : INFO : Epoch 629 | loss: 0.0311717 | val_loss: 0.0311722 | Time: 2550.47 ms [2020-12-22 15:35:43 main:574] : INFO : Epoch 630 | loss: 0.0311717 | val_loss: 0.0311726 | Time: 2543.54 ms [2020-12-22 15:35:46 main:574] : INFO : Epoch 631 | loss: 0.0311702 | val_loss: 0.0311729 | Time: 2539.11 ms [2020-12-22 15:35:48 main:574] : INFO : Epoch 632 | loss: 0.0311702 | val_loss: 0.031172 | Time: 2545.55 ms [2020-12-22 15:35:51 main:574] : INFO : Epoch 633 | loss: 0.0311715 | val_loss: 0.0311746 | Time: 2550.41 ms [2020-12-22 15:35:54 main:574] : INFO : Epoch 634 | loss: 0.0311727 | val_loss: 0.0311797 | Time: 2537.93 ms [2020-12-22 15:35:56 main:574] : INFO : Epoch 635 | loss: 0.0311724 | val_loss: 0.0311738 | Time: 2546.06 ms [2020-12-22 15:35:59 main:574] : INFO : Epoch 636 | loss: 0.0311687 | val_loss: 0.0311737 | Time: 2543.83 ms [2020-12-22 15:36:01 main:574] : INFO : Epoch 637 | loss: 0.0311673 | val_loss: 0.0311734 | Time: 2547.21 ms [2020-12-22 15:36:04 main:574] : INFO : Epoch 638 | loss: 0.0311678 | val_loss: 0.0311727 | Time: 2544.99 ms [2020-12-22 15:36:06 main:574] : INFO : Epoch 639 | loss: 0.0311693 | val_loss: 0.0311727 | Time: 2542.07 ms [2020-12-22 15:36:09 main:574] : INFO : Epoch 640 | loss: 0.0311701 | val_loss: 0.0311778 | Time: 2552.5 ms [2020-12-22 15:36:11 main:574] : INFO : Epoch 641 | loss: 0.0311707 | val_loss: 0.0311762 | Time: 2548.81 ms [2020-12-22 15:36:14 main:574] : INFO : Epoch 642 | loss: 0.0311711 | val_loss: 0.0311778 | Time: 2543.15 ms [2020-12-22 15:36:17 main:574] : INFO : Epoch 643 | loss: 0.031172 | val_loss: 0.0311743 | Time: 2540.24 ms [2020-12-22 15:36:19 main:574] : INFO : Epoch 644 | loss: 0.031169 | val_loss: 0.0311716 | Time: 2551.41 ms [2020-12-22 15:36:22 main:574] : INFO : Epoch 645 | loss: 0.0311706 | val_loss: 0.0311762 | Time: 2535.28 ms [2020-12-22 15:36:24 main:574] : INFO : Epoch 646 | loss: 0.0311701 | val_loss: 0.0311753 | Time: 2543.17 ms [2020-12-22 15:36:27 main:574] : INFO : Epoch 647 | loss: 0.0311701 | val_loss: 0.0311735 | Time: 2542.01 ms [2020-12-22 15:36:29 main:574] : INFO : Epoch 648 | loss: 0.0311688 | val_loss: 0.0311728 | Time: 2515.61 ms [2020-12-22 15:36:32 main:574] : INFO : Epoch 649 | loss: 0.0311683 | val_loss: 0.0311711 | Time: 2513.15 ms [2020-12-22 15:36:34 main:574] : INFO : Epoch 650 | loss: 0.0311669 | val_loss: 0.0311741 | Time: 2598.29 ms [2020-12-22 15:36:37 main:574] : INFO : Epoch 651 | loss: 0.0311693 | val_loss: 0.0311745 | Time: 2537.26 ms [2020-12-22 15:36:39 main:574] : INFO : Epoch 652 | loss: 0.0311715 | val_loss: 0.0311781 | Time: 2556.43 ms [2020-12-22 15:36:42 main:574] : INFO : Epoch 653 | loss: 0.0311714 | val_loss: 0.0311799 | Time: 2537.01 ms [2020-12-22 15:36:45 main:574] : INFO : Epoch 654 | loss: 0.0311685 | val_loss: 0.0311725 | Time: 2524.13 ms [2020-12-22 15:36:47 main:574] : INFO : Epoch 655 | loss: 0.0311666 | val_loss: 0.0311751 | Time: 2541.85 ms [2020-12-22 15:36:50 main:574] : INFO : Epoch 656 | loss: 0.0311659 | val_loss: 0.0311764 | Time: 2550.61 ms [2020-12-22 15:36:52 main:574] : INFO : Epoch 657 | loss: 0.0311669 | val_loss: 0.0311785 | Time: 2542.3 ms [2020-12-22 15:36:55 main:574] : INFO : Epoch 658 | loss: 0.0311671 | val_loss: 0.0311731 | Time: 2531.79 ms [2020-12-22 15:36:57 main:574] : INFO : Epoch 659 | loss: 0.0311648 | val_loss: 0.0311723 | Time: 2511.09 ms [2020-12-22 15:37:00 main:574] : INFO : Epoch 660 | loss: 0.031166 | val_loss: 0.0311735 | Time: 2543.54 ms [2020-12-22 15:37:02 main:574] : INFO : Epoch 661 | loss: 0.0311673 | val_loss: 0.0311756 | Time: 2542.71 ms [2020-12-22 15:37:05 main:574] : INFO : Epoch 662 | loss: 0.0311678 | val_loss: 0.0311766 | Time: 2552.92 ms [2020-12-22 15:37:07 main:574] : INFO : Epoch 663 | loss: 0.0311655 | val_loss: 0.0311754 | Time: 2543.64 ms [2020-12-22 15:37:10 main:574] : INFO : Epoch 664 | loss: 0.0311649 | val_loss: 0.0311736 | Time: 2547.19 ms [2020-12-22 15:37:13 main:574] : INFO : Epoch 665 | loss: 0.0311645 | val_loss: 0.031174 | Time: 2547.34 ms [2020-12-22 15:37:15 main:574] : INFO : Epoch 666 | loss: 0.0311685 | val_loss: 0.0311768 | Time: 2545.91 ms [2020-12-22 15:37:18 main:574] : INFO : Epoch 667 | loss: 0.0311712 | val_loss: 0.031177 | Time: 2543.38 ms [2020-12-22 15:37:20 main:574] : INFO : Epoch 668 | loss: 0.0311733 | val_loss: 0.0311842 | Time: 2548.29 ms [2020-12-22 15:37:23 main:574] : INFO : Epoch 669 | loss: 0.0311753 | val_loss: 0.031177 | Time: 2543.92 ms [2020-12-22 15:37:25 main:574] : INFO : Epoch 670 | loss: 0.0311721 | val_loss: 0.0311794 | Time: 2541.93 ms [2020-12-22 15:37:28 main:574] : INFO : Epoch 671 | loss: 0.0311697 | val_loss: 0.0311745 | Time: 2555.08 ms [2020-12-22 15:37:30 main:574] : INFO : Epoch 672 | loss: 0.0311697 | val_loss: 0.0311805 | Time: 2561.68 ms [2020-12-22 15:37:33 main:574] : INFO : Epoch 673 | loss: 0.0311696 | val_loss: 0.0311744 | Time: 2576.96 ms [2020-12-22 15:37:36 main:574] : INFO : Epoch 674 | loss: 0.0311693 | val_loss: 0.0311728 | Time: 2559.91 ms [2020-12-22 15:37:38 main:574] : INFO : Epoch 675 | loss: 0.0311667 | val_loss: 0.0311739 | Time: 2537.01 ms [2020-12-22 15:37:41 main:574] : INFO : Epoch 676 | loss: 0.0311667 | val_loss: 0.031171 | Time: 2563.42 ms [2020-12-22 15:37:43 main:574] : INFO : Epoch 677 | loss: 0.0311669 | val_loss: 0.0311791 | Time: 2540.63 ms [2020-12-22 15:37:46 main:574] : INFO : Epoch 678 | loss: 0.0311693 | val_loss: 0.0311761 | Time: 2548.63 ms [2020-12-22 15:37:48 main:574] : INFO : Epoch 679 | loss: 0.0311686 | val_loss: 0.0311728 | Time: 2543.72 ms [2020-12-22 15:37:51 main:574] : INFO : Epoch 680 | loss: 0.0311723 | val_loss: 0.0311732 | Time: 2548.79 ms [2020-12-22 15:37:53 main:574] : INFO : Epoch 681 | loss: 0.0311737 | val_loss: 0.031179 | Time: 2541.91 ms [2020-12-22 15:37:56 main:574] : INFO : Epoch 682 | loss: 0.0311717 | val_loss: 0.0311791 | Time: 2540.65 ms [2020-12-22 15:37:59 main:574] : INFO : Epoch 683 | loss: 0.0311679 | val_loss: 0.0311705 | Time: 2543.46 ms [2020-12-22 15:38:01 main:574] : INFO : Epoch 684 | loss: 0.0311658 | val_loss: 0.0311736 | Time: 2548.69 ms [2020-12-22 15:38:04 main:574] : INFO : Epoch 685 | loss: 0.0311646 | val_loss: 0.0311776 | Time: 2543.78 ms [2020-12-22 15:38:06 main:574] : INFO : Epoch 686 | loss: 0.0311687 | val_loss: 0.031172 | Time: 2544.37 ms [2020-12-22 15:38:09 main:574] : INFO : Epoch 687 | loss: 0.0311662 | val_loss: 0.031172 | Time: 2543.15 ms [2020-12-22 15:38:11 main:574] : INFO : Epoch 688 | loss: 0.031165 | val_loss: 0.0311739 | Time: 2535.83 ms [2020-12-22 15:38:14 main:574] : INFO : Epoch 689 | loss: 0.0311644 | val_loss: 0.0311792 | Time: 2546.45 ms [2020-12-22 15:38:16 main:574] : INFO : Epoch 690 | loss: 0.0311711 | val_loss: 0.0311777 | Time: 2544.68 ms [2020-12-22 15:38:19 main:574] : INFO : Epoch 691 | loss: 0.0311675 | val_loss: 0.0311741 | Time: 2544.76 ms [2020-12-22 15:38:21 main:574] : INFO : Epoch 692 | loss: 0.0311648 | val_loss: 0.0311721 | Time: 2541.39 ms [2020-12-22 15:38:24 main:574] : INFO : Epoch 693 | loss: 0.0311637 | val_loss: 0.0311736 | Time: 2545.83 ms [2020-12-22 15:38:27 main:574] : INFO : Epoch 694 | loss: 0.0311673 | val_loss: 0.0311741 | Time: 2544.53 ms [2020-12-22 15:38:29 main:574] : INFO : Epoch 695 | loss: 0.0311739 | val_loss: 0.0311726 | Time: 2543.81 ms [2020-12-22 15:38:32 main:574] : INFO : Epoch 696 | loss: 0.0311668 | val_loss: 0.0311742 | Time: 2537.71 ms [2020-12-22 15:38:34 main:574] : INFO : Epoch 697 | loss: 0.0311668 | val_loss: 0.0311745 | Time: 2562.55 ms [2020-12-22 15:38:37 main:574] : INFO : Epoch 698 | loss: 0.0311673 | val_loss: 0.0311741 | Time: 2538.41 ms [2020-12-22 15:38:39 main:574] : INFO : Epoch 699 | loss: 0.0311697 | val_loss: 0.031178 | Time: 2541.56 ms [2020-12-22 15:38:42 main:574] : INFO : Epoch 700 | loss: 0.0311731 | val_loss: 0.031174 | Time: 2542.97 ms [2020-12-22 15:38:44 main:574] : INFO : Epoch 701 | loss: 0.0311703 | val_loss: 0.0311721 | Time: 2550.23 ms [2020-12-22 15:38:47 main:574] : INFO : Epoch 702 | loss: 0.0311677 | val_loss: 0.0311734 | Time: 2537.38 ms [2020-12-22 15:38:50 main:574] : INFO : Epoch 703 | loss: 0.0311681 | val_loss: 0.0311716 | Time: 2550.07 ms [2020-12-22 15:38:52 main:574] : INFO : Epoch 704 | loss: 0.0311676 | val_loss: 0.0311718 | Time: 2547.31 ms [2020-12-22 15:38:55 main:574] : INFO : Epoch 705 | loss: 0.0311683 | val_loss: 0.0311742 | Time: 2549.04 ms [2020-12-22 15:38:57 main:574] : INFO : Epoch 706 | loss: 0.0311735 | val_loss: 0.0311725 | Time: 2542.35 ms [2020-12-22 15:39:00 main:574] : INFO : Epoch 707 | loss: 0.03117 | val_loss: 0.0311728 | Time: 2550.88 ms [2020-12-22 15:39:02 main:574] : INFO : Epoch 708 | loss: 0.0311694 | val_loss: 0.0311716 | Time: 2541.23 ms [2020-12-22 15:39:05 main:574] : INFO : Epoch 709 | loss: 0.0311702 | val_loss: 0.0311717 | Time: 2543.79 ms [2020-12-22 15:39:07 main:574] : INFO : Epoch 710 | loss: 0.0311688 | val_loss: 0.0311708 | Time: 2534.03 ms [2020-12-22 15:39:10 main:574] : INFO : Epoch 711 | loss: 0.0311715 | val_loss: 0.0311804 | Time: 2548.8 ms [2020-12-22 15:39:12 main:574] : INFO : Epoch 712 | loss: 0.0311769 | val_loss: 0.031184 | Time: 2541.19 ms [2020-12-22 15:39:15 main:574] : INFO : Epoch 713 | loss: 0.0311714 | val_loss: 0.031179 | Time: 2542.78 ms [2020-12-22 15:39:18 main:574] : INFO : Epoch 714 | loss: 0.0311704 | val_loss: 0.0311722 | Time: 2534.06 ms [2020-12-22 15:39:20 main:574] : INFO : Epoch 715 | loss: 0.0311655 | val_loss: 0.0311755 | Time: 2551.66 ms [2020-12-22 15:39:23 main:574] : INFO : Epoch 716 | loss: 0.0311654 | val_loss: 0.0311708 | Time: 2539.3 ms [2020-12-22 15:39:25 main:574] : INFO : Epoch 717 | loss: 0.0311682 | val_loss: 0.0311708 | Time: 2550.64 ms [2020-12-22 15:39:28 main:574] : INFO : Epoch 718 | loss: 0.0311672 | val_loss: 0.0311693 | Time: 2539.91 ms [2020-12-22 15:39:30 main:574] : INFO : Epoch 719 | loss: 0.0311654 | val_loss: 0.0311692 | Time: 2545.25 ms [2020-12-22 15:39:33 main:574] : INFO : Epoch 720 | loss: 0.0311652 | val_loss: 0.0311694 | Time: 2541.19 ms [2020-12-22 15:39:35 main:574] : INFO : Epoch 721 | loss: 0.0311645 | val_loss: 0.0311706 | Time: 2542.22 ms [2020-12-22 15:39:38 main:574] : INFO : Epoch 722 | loss: 0.0311645 | val_loss: 0.0311683 | Time: 2532.72 ms [2020-12-22 15:39:40 main:574] : INFO : Epoch 723 | loss: 0.0311646 | val_loss: 0.0311707 | Time: 2546.39 ms [2020-12-22 15:39:43 main:574] : INFO : Epoch 724 | loss: 0.0311645 | val_loss: 0.0311706 | Time: 2545.07 ms [2020-12-22 15:39:46 main:574] : INFO : Epoch 725 | loss: 0.0311669 | val_loss: 0.0311697 | Time: 2541.91 ms [2020-12-22 15:39:48 main:574] : INFO : Epoch 726 | loss: 0.0311635 | val_loss: 0.0311696 | Time: 2535.79 ms [2020-12-22 15:39:51 main:574] : INFO : Epoch 727 | loss: 0.0311663 | val_loss: 0.0311696 | Time: 2544.12 ms [2020-12-22 15:39:53 main:574] : INFO : Epoch 728 | loss: 0.0311673 | val_loss: 0.0311697 | Time: 2538.48 ms [2020-12-22 15:39:56 main:574] : INFO : Epoch 729 | loss: 0.0311655 | val_loss: 0.0311703 | Time: 2544.08 ms [2020-12-22 15:39:58 main:574] : INFO : Epoch 730 | loss: 0.0311648 | val_loss: 0.0311696 | Time: 2528.3 ms [2020-12-22 15:40:01 main:574] : INFO : Epoch 731 | loss: 0.0311655 | val_loss: 0.0311733 | Time: 2545.65 ms [2020-12-22 15:40:03 main:574] : INFO : Epoch 732 | loss: 0.0311646 | val_loss: 0.0311735 | Time: 2540.34 ms [2020-12-22 15:40:06 main:574] : INFO : Epoch 733 | loss: 0.0311647 | val_loss: 0.0311713 | Time: 2537.69 ms [2020-12-22 15:40:08 main:574] : INFO : Epoch 734 | loss: 0.0311651 | val_loss: 0.0311705 | Time: 2532.06 ms [2020-12-22 15:40:11 main:574] : INFO : Epoch 735 | loss: 0.0311626 | val_loss: 0.0311711 | Time: 2547.88 ms [2020-12-22 15:40:14 main:574] : INFO : Epoch 736 | loss: 0.0311627 | val_loss: 0.0311715 | Time: 2526.21 ms [2020-12-22 15:40:16 main:574] : INFO : Epoch 737 | loss: 0.0311649 | val_loss: 0.0311722 | Time: 2547.98 ms [2020-12-22 15:40:19 main:574] : INFO : Epoch 738 | loss: 0.0311647 | val_loss: 0.0311698 | Time: 2542.38 ms [2020-12-22 15:40:21 main:574] : INFO : Epoch 739 | loss: 0.0311623 | val_loss: 0.0311708 | Time: 2546.05 ms [2020-12-22 15:40:24 main:574] : INFO : Epoch 740 | loss: 0.0311645 | val_loss: 0.0311704 | Time: 2541.65 ms [2020-12-22 15:40:26 main:574] : INFO : Epoch 741 | loss: 0.0311635 | val_loss: 0.0311746 | Time: 2547.37 ms [2020-12-22 15:40:29 main:574] : INFO : Epoch 742 | loss: 0.0311622 | val_loss: 0.0311702 | Time: 2538.39 ms [2020-12-22 15:40:31 main:574] : INFO : Epoch 743 | loss: 0.0311639 | val_loss: 0.0311727 | Time: 2546.6 ms [2020-12-22 15:40:34 main:574] : INFO : Epoch 744 | loss: 0.0311627 | val_loss: 0.03117 | Time: 2540.88 ms [2020-12-22 15:40:37 main:574] : INFO : Epoch 745 | loss: 0.0311616 | val_loss: 0.0311723 | Time: 2543.93 ms [2020-12-22 15:40:39 main:574] : INFO : Epoch 746 | loss: 0.0311692 | val_loss: 0.0311866 | Time: 2541.9 ms [2020-12-22 15:40:42 main:574] : INFO : Epoch 747 | loss: 0.031169 | val_loss: 0.0311754 | Time: 2545.28 ms [2020-12-22 15:40:44 main:574] : INFO : Epoch 748 | loss: 0.0311652 | val_loss: 0.0311739 | Time: 2543.01 ms [2020-12-22 15:40:47 main:574] : INFO : Epoch 749 | loss: 0.0311627 | val_loss: 0.0311737 | Time: 2544.13 ms [2020-12-22 15:40:49 main:574] : INFO : Epoch 750 | loss: 0.0311654 | val_loss: 0.0311752 | Time: 2542.13 ms [2020-12-22 15:40:52 main:574] : INFO : Epoch 751 | loss: 0.0311663 | val_loss: 0.0311701 | Time: 2536.32 ms [2020-12-22 15:40:54 main:574] : INFO : Epoch 752 | loss: 0.0311619 | val_loss: 0.0311758 | Time: 2555.23 ms [2020-12-22 15:40:57 main:574] : INFO : Epoch 753 | loss: 0.0311607 | val_loss: 0.0311715 | Time: 2541.86 ms [2020-12-22 15:40:59 main:574] : INFO : Epoch 754 | loss: 0.0311665 | val_loss: 0.031178 | Time: 2537.18 ms [2020-12-22 15:41:02 main:574] : INFO : Epoch 755 | loss: 0.0311824 | val_loss: 0.0311806 | Time: 2530.51 ms [2020-12-22 15:41:05 main:574] : INFO : Epoch 756 | loss: 0.0311818 | val_loss: 0.0311818 | Time: 2546.84 ms [2020-12-22 15:41:07 main:574] : INFO : Epoch 757 | loss: 0.0311789 | val_loss: 0.0311782 | Time: 2537.23 ms [2020-12-22 15:41:10 main:574] : INFO : Epoch 758 | loss: 0.0311766 | val_loss: 0.0311798 | Time: 2549.84 ms [2020-12-22 15:41:12 main:574] : INFO : Epoch 759 | loss: 0.0311774 | val_loss: 0.0311779 | Time: 2546.89 ms [2020-12-22 15:41:15 main:574] : INFO : Epoch 760 | loss: 0.0311737 | val_loss: 0.0311826 | Time: 2549.74 ms [2020-12-22 15:41:17 main:574] : INFO : Epoch 761 | loss: 0.0311752 | val_loss: 0.0311747 | Time: 2532.15 ms [2020-12-22 15:41:20 main:574] : INFO : Epoch 762 | loss: 0.0311762 | val_loss: 0.0311741 | Time: 2541.74 ms [2020-12-22 15:41:22 main:574] : INFO : Epoch 763 | loss: 0.0311758 | val_loss: 0.0311852 | Time: 2537.86 ms [2020-12-22 15:41:25 main:574] : INFO : Epoch 764 | loss: 0.0311764 | val_loss: 0.0311792 | Time: 2549.97 ms [2020-12-22 15:41:27 main:574] : INFO : Epoch 765 | loss: 0.0311714 | val_loss: 0.0311736 | Time: 2538.66 ms [2020-12-22 15:41:30 main:574] : INFO : Epoch 766 | loss: 0.0311709 | val_loss: 0.0311764 | Time: 2551.5 ms [2020-12-22 15:41:33 main:574] : INFO : Epoch 767 | loss: 0.0311708 | val_loss: 0.0311732 | Time: 2542.59 ms [2020-12-22 15:41:35 main:574] : INFO : Epoch 768 | loss: 0.0311703 | val_loss: 0.031173 | Time: 2540.67 ms [2020-12-22 15:41:38 main:574] : INFO : Epoch 769 | loss: 0.0311708 | val_loss: 0.0311745 | Time: 2533.74 ms [2020-12-22 15:41:40 main:574] : INFO : Epoch 770 | loss: 0.031171 | val_loss: 0.0311706 | Time: 2551.75 ms [2020-12-22 15:41:43 main:574] : INFO : Epoch 771 | loss: 0.0311706 | val_loss: 0.0311692 | Time: 2541.76 ms [2020-12-22 15:41:45 main:574] : INFO : Epoch 772 | loss: 0.03117 | val_loss: 0.0311716 | Time: 2562.12 ms [2020-12-22 15:41:48 main:574] : INFO : Epoch 773 | loss: 0.031172 | val_loss: 0.031174 | Time: 2567.84 ms [2020-12-22 15:41:50 main:574] : INFO : Epoch 774 | loss: 0.0311725 | val_loss: 0.0311706 | Time: 2552.63 ms [2020-12-22 15:41:53 main:574] : INFO : Epoch 775 | loss: 0.0311685 | val_loss: 0.031175 | Time: 2542.66 ms [2020-12-22 15:41:56 main:574] : INFO : Epoch 776 | loss: 0.0311684 | val_loss: 0.031172 | Time: 2546.74 ms [2020-12-22 15:41:58 main:574] : INFO : Epoch 777 | loss: 0.0311695 | val_loss: 0.0311724 | Time: 2531 ms [2020-12-22 15:42:01 main:574] : INFO : Epoch 778 | loss: 0.03117 | val_loss: 0.0311721 | Time: 2549.71 ms [2020-12-22 15:42:03 main:574] : INFO : Epoch 779 | loss: 0.0311676 | val_loss: 0.0311724 | Time: 2557.8 ms [2020-12-22 15:42:06 main:574] : INFO : Epoch 780 | loss: 0.031168 | val_loss: 0.0311738 | Time: 2551.7 ms [2020-12-22 15:42:08 main:574] : INFO : Epoch 781 | loss: 0.0311692 | val_loss: 0.0311775 | Time: 2535.95 ms [2020-12-22 15:42:11 main:574] : INFO : Epoch 782 | loss: 0.0311722 | val_loss: 0.0311754 | Time: 2545.87 ms [2020-12-22 15:42:13 main:574] : INFO : Epoch 783 | loss: 0.0311721 | val_loss: 0.0311794 | Time: 2535.53 ms [2020-12-22 15:42:16 main:574] : INFO : Epoch 784 | loss: 0.0311765 | val_loss: 0.0311766 | Time: 2548.97 ms [2020-12-22 15:42:19 main:574] : INFO : Epoch 785 | loss: 0.0311786 | val_loss: 0.0311767 | Time: 2538.54 ms [2020-12-22 15:42:21 main:574] : INFO : Epoch 786 | loss: 0.0311722 | val_loss: 0.0311721 | Time: 2554.55 ms [2020-12-22 15:42:24 main:574] : INFO : Epoch 787 | loss: 0.0311718 | val_loss: 0.0311743 | Time: 2545.62 ms [2020-12-22 15:42:26 main:574] : INFO : Epoch 788 | loss: 0.0311709 | val_loss: 0.0311703 | Time: 2546.43 ms [2020-12-22 15:42:29 main:574] : INFO : Epoch 789 | loss: 0.0311693 | val_loss: 0.0311729 | Time: 2553.6 ms [2020-12-22 15:42:31 main:574] : INFO : Epoch 790 | loss: 0.0311705 | val_loss: 0.0311744 | Time: 2543.74 ms [2020-12-22 15:42:34 main:574] : INFO : Epoch 791 | loss: 0.0311758 | val_loss: 0.0311826 | Time: 2541.58 ms [2020-12-22 15:42:36 main:574] : INFO : Epoch 792 | loss: 0.031179 | val_loss: 0.0311819 | Time: 2542.59 ms [2020-12-22 15:42:39 main:574] : INFO : Epoch 793 | loss: 0.0311742 | val_loss: 0.0311739 | Time: 2547.88 ms [2020-12-22 15:42:41 main:574] : INFO : Epoch 794 | loss: 0.0311724 | val_loss: 0.0311757 | Time: 2544.7 ms [2020-12-22 15:42:44 main:574] : INFO : Epoch 795 | loss: 0.0311713 | val_loss: 0.0311744 | Time: 2544.37 ms [2020-12-22 15:42:47 main:574] : INFO : Epoch 796 | loss: 0.031169 | val_loss: 0.0311751 | Time: 2545.09 ms [2020-12-22 15:42:49 main:574] : INFO : Epoch 797 | loss: 0.0311693 | val_loss: 0.0311735 | Time: 2536.66 ms [2020-12-22 15:42:52 main:574] : INFO : Epoch 798 | loss: 0.0311698 | val_loss: 0.0311769 | Time: 2545.17 ms [2020-12-22 15:42:54 main:574] : INFO : Epoch 799 | loss: 0.0311704 | val_loss: 0.0311745 | Time: 2544.47 ms [2020-12-22 15:42:57 main:574] : INFO : Epoch 800 | loss: 0.0311726 | val_loss: 0.0311745 | Time: 2560.22 ms [2020-12-22 15:42:59 main:574] : INFO : Epoch 801 | loss: 0.0311722 | val_loss: 0.0311763 | Time: 2555.31 ms [2020-12-22 15:43:02 main:574] : INFO : Epoch 802 | loss: 0.0311753 | val_loss: 0.0311792 | Time: 2544.45 ms [2020-12-22 15:43:04 main:574] : INFO : Epoch 803 | loss: 0.031175 | val_loss: 0.0311768 | Time: 2551.62 ms [2020-12-22 15:43:07 main:574] : INFO : Epoch 804 | loss: 0.0311793 | val_loss: 0.0311802 | Time: 2544.14 ms [2020-12-22 15:43:10 main:574] : INFO : Epoch 805 | loss: 0.0311833 | val_loss: 0.0311786 | Time: 2548.84 ms [2020-12-22 15:43:12 main:574] : INFO : Epoch 806 | loss: 0.0311822 | val_loss: 0.0311804 | Time: 2527.54 ms [2020-12-22 15:43:15 main:574] : INFO : Epoch 807 | loss: 0.0311805 | val_loss: 0.0311793 | Time: 2543.26 ms [2020-12-22 15:43:17 main:574] : INFO : Epoch 808 | loss: 0.0311783 | val_loss: 0.0311773 | Time: 2546.86 ms [2020-12-22 15:43:20 main:574] : INFO : Epoch 809 | loss: 0.0311763 | val_loss: 0.0311826 | Time: 2549.01 ms [2020-12-22 15:43:22 main:574] : INFO : Epoch 810 | loss: 0.0311757 | val_loss: 0.0311764 | Time: 2555.35 ms [2020-12-22 15:43:25 main:574] : INFO : Epoch 811 | loss: 0.0311753 | val_loss: 0.0311822 | Time: 2553.13 ms [2020-12-22 15:43:27 main:574] : INFO : Epoch 812 | loss: 0.0311767 | val_loss: 0.0311773 | Time: 2547.58 ms [2020-12-22 15:43:30 main:574] : INFO : Epoch 813 | loss: 0.0311799 | val_loss: 0.0311767 | Time: 2543.8 ms [2020-12-22 15:43:33 main:574] : INFO : Epoch 814 | loss: 0.0311822 | val_loss: 0.0311815 | Time: 2543.74 ms [2020-12-22 15:43:35 main:574] : INFO : Epoch 815 | loss: 0.0311811 | val_loss: 0.0311762 | Time: 2553.1 ms [2020-12-22 15:43:38 main:574] : INFO : Epoch 816 | loss: 0.0311787 | val_loss: 0.0311767 | Time: 2541.43 ms [2020-12-22 15:43:40 main:574] : INFO : Epoch 817 | loss: 0.0311784 | val_loss: 0.0311771 | Time: 2547.31 ms [2020-12-22 15:43:43 main:574] : INFO : Epoch 818 | loss: 0.0311757 | val_loss: 0.0311767 | Time: 2546.38 ms [2020-12-22 15:43:45 main:574] : INFO : Epoch 819 | loss: 0.0311759 | val_loss: 0.0311761 | Time: 2546.68 ms [2020-12-22 15:43:48 main:574] : INFO : Epoch 820 | loss: 0.0311763 | val_loss: 0.0311853 | Time: 2551.46 ms [2020-12-22 15:43:50 main:574] : INFO : Epoch 821 | loss: 0.0311761 | val_loss: 0.0311749 | Time: 2543.52 ms [2020-12-22 15:43:53 main:574] : INFO : Epoch 822 | loss: 0.0311742 | val_loss: 0.0311735 | Time: 2544.3 ms [2020-12-22 15:43:55 main:574] : INFO : Epoch 823 | loss: 0.0311737 | val_loss: 0.0311741 | Time: 2545.65 ms [2020-12-22 15:43:58 main:574] : INFO : Epoch 824 | loss: 0.0311735 | val_loss: 0.0311752 | Time: 2545.22 ms [2020-12-22 15:44:01 main:574] : INFO : Epoch 825 | loss: 0.031177 | val_loss: 0.0311792 | Time: 2548.13 ms [2020-12-22 15:44:03 main:574] : INFO : Epoch 826 | loss: 0.0311763 | val_loss: 0.0311755 | Time: 2540.03 ms [2020-12-22 15:44:06 main:574] : INFO : Epoch 827 | loss: 0.0311747 | val_loss: 0.0311739 | Time: 2541.91 ms [2020-12-22 15:44:08 main:574] : INFO : Epoch 828 | loss: 0.0311737 | val_loss: 0.0311738 | Time: 2540.01 ms [2020-12-22 15:44:11 main:574] : INFO : Epoch 829 | loss: 0.0311742 | val_loss: 0.031173 | Time: 2545.9 ms [2020-12-22 15:44:13 main:574] : INFO : Epoch 830 | loss: 0.0311742 | val_loss: 0.0311736 | Time: 2537.14 ms [2020-12-22 15:44:16 main:574] : INFO : Epoch 831 | loss: 0.0311766 | val_loss: 0.0311785 | Time: 2542.18 ms [2020-12-22 15:44:18 main:574] : INFO : Epoch 832 | loss: 0.031179 | val_loss: 0.0311774 | Time: 2564.76 ms [2020-12-22 15:44:21 main:574] : INFO : Epoch 833 | loss: 0.0311766 | val_loss: 0.0311758 | Time: 2540.74 ms [2020-12-22 15:44:24 main:574] : INFO : Epoch 834 | loss: 0.0311757 | val_loss: 0.0311792 | Time: 2539.08 ms [2020-12-22 15:44:26 main:574] : INFO : Epoch 835 | loss: 0.0311759 | val_loss: 0.0311783 | Time: 2536.32 ms [2020-12-22 15:44:29 main:574] : INFO : Epoch 836 | loss: 0.0311743 | val_loss: 0.0311736 | Time: 2536.39 ms [2020-12-22 15:44:31 main:574] : INFO : Epoch 837 | loss: 0.0311765 | val_loss: 0.0311785 | Time: 2543.15 ms [2020-12-22 15:44:34 main:574] : INFO : Epoch 838 | loss: 0.0311762 | val_loss: 0.0311766 | Time: 2541.3 ms [2020-12-22 15:44:36 main:574] : INFO : Epoch 839 | loss: 0.0311755 | val_loss: 0.0311734 | Time: 2543.87 ms [2020-12-22 15:44:39 main:574] : INFO : Epoch 840 | loss: 0.0311783 | val_loss: 0.0311764 | Time: 2567.16 ms [2020-12-22 15:44:41 main:574] : INFO : Epoch 841 | loss: 0.0311748 | val_loss: 0.0311754 | Time: 2511.84 ms [2020-12-22 15:44:44 main:574] : INFO : Epoch 842 | loss: 0.0311754 | val_loss: 0.0311825 | Time: 2556.39 ms [2020-12-22 15:44:46 main:574] : INFO : Epoch 843 | loss: 0.0311753 | val_loss: 0.0311741 | Time: 2535.34 ms [2020-12-22 15:44:49 main:574] : INFO : Epoch 844 | loss: 0.0311719 | val_loss: 0.0311752 | Time: 2543.53 ms [2020-12-22 15:44:52 main:574] : INFO : Epoch 845 | loss: 0.031172 | val_loss: 0.031175 | Time: 2535.64 ms [2020-12-22 15:44:54 main:574] : INFO : Epoch 846 | loss: 0.0311737 | val_loss: 0.0311751 | Time: 2536.41 ms [2020-12-22 15:44:57 main:574] : INFO : Epoch 847 | loss: 0.0311744 | val_loss: 0.031177 | Time: 2535.05 ms [2020-12-22 15:44:59 main:574] : INFO : Epoch 848 | loss: 0.0311735 | val_loss: 0.031175 | Time: 2536.89 ms [2020-12-22 15:45:02 main:574] : INFO : Epoch 849 | loss: 0.0311759 | val_loss: 0.0311772 | Time: 2534.07 ms [2020-12-22 15:45:04 main:574] : INFO : Epoch 850 | loss: 0.0311726 | val_loss: 0.0311776 | Time: 2542.12 ms [2020-12-22 15:45:07 main:574] : INFO : Epoch 851 | loss: 0.0311746 | val_loss: 0.0311717 | Time: 2538.17 ms [2020-12-22 15:45:09 main:574] : INFO : Epoch 852 | loss: 0.0311733 | val_loss: 0.0311733 | Time: 2533.33 ms [2020-12-22 15:45:12 main:574] : INFO : Epoch 853 | loss: 0.0311742 | val_loss: 0.0311743 | Time: 2545.08 ms [2020-12-22 15:45:14 main:574] : INFO : Epoch 854 | loss: 0.031174 | val_loss: 0.0311764 | Time: 2541.45 ms [2020-12-22 15:45:17 main:574] : INFO : Epoch 855 | loss: 0.0311742 | val_loss: 0.0311783 | Time: 2538.09 ms [2020-12-22 15:45:20 main:574] : INFO : Epoch 856 | loss: 0.0311746 | val_loss: 0.0311751 | Time: 2532.77 ms [2020-12-22 15:45:22 main:574] : INFO : Epoch 857 | loss: 0.0311752 | val_loss: 0.0311744 | Time: 2535.13 ms [2020-12-22 15:45:25 main:574] : INFO : Epoch 858 | loss: 0.0311744 | val_loss: 0.0311742 | Time: 2544.02 ms [2020-12-22 15:45:27 main:574] : INFO : Epoch 859 | loss: 0.0311748 | val_loss: 0.0311825 | Time: 2531.06 ms [2020-12-22 15:45:30 main:574] : INFO : Epoch 860 | loss: 0.0311796 | val_loss: 0.0311912 | Time: 2557.07 ms [2020-12-22 15:45:32 main:574] : INFO : Epoch 861 | loss: 0.0311846 | val_loss: 0.0311994 | Time: 2537.06 ms [2020-12-22 15:45:35 main:574] : INFO : Epoch 862 | loss: 0.0312067 | val_loss: 0.031199 | Time: 2542.89 ms [2020-12-22 15:45:37 main:574] : INFO : Epoch 863 | loss: 0.0311945 | val_loss: 0.0311869 | Time: 2538.57 ms [2020-12-22 15:45:40 main:574] : INFO : Epoch 864 | loss: 0.0311864 | val_loss: 0.0311817 | Time: 2533.85 ms [2020-12-22 15:45:42 main:574] : INFO : Epoch 865 | loss: 0.0311813 | val_loss: 0.031178 | Time: 2537.04 ms [2020-12-22 15:45:45 main:574] : INFO : Epoch 866 | loss: 0.0311789 | val_loss: 0.0311779 | Time: 2572.99 ms [2020-12-22 15:45:48 main:574] : INFO : Epoch 867 | loss: 0.0311775 | val_loss: 0.031187 | Time: 2542.44 ms [2020-12-22 15:45:50 main:574] : INFO : Epoch 868 | loss: 0.0311796 | val_loss: 0.031183 | Time: 2533.72 ms [2020-12-22 15:45:53 main:574] : INFO : Epoch 869 | loss: 0.0311754 | val_loss: 0.0311753 | Time: 2536.29 ms [2020-12-22 15:45:55 main:574] : INFO : Epoch 870 | loss: 0.0311736 | val_loss: 0.0311745 | Time: 2549.98 ms [2020-12-22 15:45:58 main:574] : INFO : Epoch 871 | loss: 0.0311726 | val_loss: 0.0311755 | Time: 2539.55 ms [2020-12-22 15:46:00 main:574] : INFO : Epoch 872 | loss: 0.0311726 | val_loss: 0.0311744 | Time: 2534.19 ms [2020-12-22 15:46:03 main:574] : INFO : Epoch 873 | loss: 0.0311713 | val_loss: 0.0311731 | Time: 2510.43 ms [2020-12-22 15:46:05 main:574] : INFO : Epoch 874 | loss: 0.0311714 | val_loss: 0.0311757 | Time: 2550.08 ms [2020-12-22 15:46:08 main:574] : INFO : Epoch 875 | loss: 0.0311721 | val_loss: 0.0311729 | Time: 2540.57 ms [2020-12-22 15:46:10 main:574] : INFO : Epoch 876 | loss: 0.0311706 | val_loss: 0.0311722 | Time: 2544.88 ms [2020-12-22 15:46:13 main:574] : INFO : Epoch 877 | loss: 0.0311698 | val_loss: 0.0311716 | Time: 2558.75 ms [2020-12-22 15:46:16 main:574] : INFO : Epoch 878 | loss: 0.031171 | val_loss: 0.0311812 | Time: 2552.43 ms [2020-12-22 15:46:18 main:574] : INFO : Epoch 879 | loss: 0.0311707 | val_loss: 0.0311724 | Time: 2537.33 ms [2020-12-22 15:46:21 main:574] : INFO : Epoch 880 | loss: 0.0311697 | val_loss: 0.0311728 | Time: 2544.41 ms [2020-12-22 15:46:23 main:574] : INFO : Epoch 881 | loss: 0.0311703 | val_loss: 0.0311739 | Time: 2543.1 ms [2020-12-22 15:46:26 main:574] : INFO : Epoch 882 | loss: 0.0311695 | val_loss: 0.031173 | Time: 2547.86 ms [2020-12-22 15:46:28 main:574] : INFO : Epoch 883 | loss: 0.0311703 | val_loss: 0.0311748 | Time: 2545.54 ms [2020-12-22 15:46:31 main:574] : INFO : Epoch 884 | loss: 0.0311709 | val_loss: 0.0311748 | Time: 2541.29 ms [2020-12-22 15:46:33 main:574] : INFO : Epoch 885 | loss: 0.0311698 | val_loss: 0.0311763 | Time: 2540.33 ms [2020-12-22 15:46:36 main:574] : INFO : Epoch 886 | loss: 0.0311688 | val_loss: 0.0311732 | Time: 2549.71 ms [2020-12-22 15:46:38 main:574] : INFO : Epoch 887 | loss: 0.0311681 | val_loss: 0.0311725 | Time: 2540.9 ms [2020-12-22 15:46:41 main:574] : INFO : Epoch 888 | loss: 0.0311724 | val_loss: 0.0311798 | Time: 2548.96 ms [2020-12-22 15:46:44 main:574] : INFO : Epoch 889 | loss: 0.0311682 | val_loss: 0.0311722 | Time: 2546.95 ms [2020-12-22 15:46:46 main:574] : INFO : Epoch 890 | loss: 0.0311675 | val_loss: 0.0311712 | Time: 2560.36 ms [2020-12-22 15:46:49 main:574] : INFO : Epoch 891 | loss: 0.0311674 | val_loss: 0.0311711 | Time: 2539.53 ms [2020-12-22 15:46:51 main:574] : INFO : Epoch 892 | loss: 0.0311673 | val_loss: 0.0311734 | Time: 2543.51 ms [2020-12-22 15:46:54 main:574] : INFO : Epoch 893 | loss: 0.0311687 | val_loss: 0.0311762 | Time: 2547.6 ms [2020-12-22 15:46:56 main:574] : INFO : Epoch 894 | loss: 0.0311694 | val_loss: 0.0311819 | Time: 2545.22 ms [2020-12-22 15:46:59 main:574] : INFO : Epoch 895 | loss: 0.0311722 | val_loss: 0.0311718 | Time: 2553.29 ms [2020-12-22 15:47:01 main:574] : INFO : Epoch 896 | loss: 0.0311681 | val_loss: 0.0311707 | Time: 2535.32 ms [2020-12-22 15:47:04 main:574] : INFO : Epoch 897 | loss: 0.0311678 | val_loss: 0.031172 | Time: 2546.6 ms [2020-12-22 15:47:07 main:574] : INFO : Epoch 898 | loss: 0.0311669 | val_loss: 0.031171 | Time: 2543.31 ms [2020-12-22 15:47:09 main:574] : INFO : Epoch 899 | loss: 0.031168 | val_loss: 0.03117 | Time: 2546.9 ms [2020-12-22 15:47:12 main:574] : INFO : Epoch 900 | loss: 0.031167 | val_loss: 0.03117 | Time: 2539.82 ms [2020-12-22 15:47:14 main:574] : INFO : Epoch 901 | loss: 0.0311669 | val_loss: 0.0311707 | Time: 2545.14 ms [2020-12-22 15:47:17 main:574] : INFO : Epoch 902 | loss: 0.0311666 | val_loss: 0.0311703 | Time: 2564.03 ms [2020-12-22 15:47:19 main:574] : INFO : Epoch 903 | loss: 0.031167 | val_loss: 0.0311703 | Time: 2555.06 ms [2020-12-22 15:47:22 main:574] : INFO : Epoch 904 | loss: 0.0311668 | val_loss: 0.0311709 | Time: 2542.3 ms [2020-12-22 15:47:24 main:574] : INFO : Epoch 905 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 2548.02 ms [2020-12-22 15:47:27 main:574] : INFO : Epoch 906 | loss: 0.0311691 | val_loss: 0.031171 | Time: 2550.97 ms [2020-12-22 15:47:30 main:574] : INFO : Epoch 907 | loss: 0.0311707 | val_loss: 0.0311738 | Time: 2545.05 ms [2020-12-22 15:47:32 main:574] : INFO : Epoch 908 | loss: 0.0311727 | val_loss: 0.031174 | Time: 2540.36 ms [2020-12-22 15:47:35 main:574] : INFO : Epoch 909 | loss: 0.0311684 | val_loss: 0.0311712 | Time: 2554.9 ms [2020-12-22 15:47:37 main:574] : INFO : Epoch 910 | loss: 0.031168 | val_loss: 0.0311734 | Time: 2549.24 ms [2020-12-22 15:47:40 main:574] : INFO : Epoch 911 | loss: 0.0311683 | val_loss: 0.0311705 | Time: 2563.95 ms [2020-12-22 15:47:42 main:574] : INFO : Epoch 912 | loss: 0.0311681 | val_loss: 0.0311703 | Time: 2537.19 ms [2020-12-22 15:47:45 main:574] : INFO : Epoch 913 | loss: 0.0311741 | val_loss: 0.031175 | Time: 2543.47 ms [2020-12-22 15:47:47 main:574] : INFO : Epoch 914 | loss: 0.031175 | val_loss: 0.0311797 | Time: 2537.13 ms [2020-12-22 15:47:50 main:574] : INFO : Epoch 915 | loss: 0.0311736 | val_loss: 0.0311749 | Time: 2546.88 ms [2020-12-22 15:47:53 main:574] : INFO : Epoch 916 | loss: 0.0311731 | val_loss: 0.0311751 | Time: 2542.29 ms [2020-12-22 15:47:55 main:574] : INFO : Epoch 917 | loss: 0.0311717 | val_loss: 0.031172 | Time: 2552 ms [2020-12-22 15:47:58 main:574] : INFO : Epoch 918 | loss: 0.0311689 | val_loss: 0.0311716 | Time: 2538.8 ms [2020-12-22 15:48:00 main:574] : INFO : Epoch 919 | loss: 0.0311687 | val_loss: 0.0311718 | Time: 2553.02 ms [2020-12-22 15:48:03 main:574] : INFO : Epoch 920 | loss: 0.0311691 | val_loss: 0.0311715 | Time: 2538.49 ms [2020-12-22 15:48:05 main:574] : INFO : Epoch 921 | loss: 0.0311686 | val_loss: 0.0311707 | Time: 2550.9 ms [2020-12-22 15:48:08 main:574] : INFO : Epoch 922 | loss: 0.0311681 | val_loss: 0.0311752 | Time: 2563.41 ms [2020-12-22 15:48:10 main:574] : INFO : Epoch 923 | loss: 0.0311716 | val_loss: 0.0311735 | Time: 2554.5 ms [2020-12-22 15:48:13 main:574] : INFO : Epoch 924 | loss: 0.0311706 | val_loss: 0.0311735 | Time: 2533.96 ms [2020-12-22 15:48:15 main:574] : INFO : Epoch 925 | loss: 0.0311713 | val_loss: 0.0311882 | Time: 2549.36 ms [2020-12-22 15:48:18 main:574] : INFO : Epoch 926 | loss: 0.0311737 | val_loss: 0.0311712 | Time: 2547.56 ms [2020-12-22 15:48:21 main:574] : INFO : Epoch 927 | loss: 0.0311683 | val_loss: 0.0311724 | Time: 2547.59 ms [2020-12-22 15:48:23 main:574] : INFO : Epoch 928 | loss: 0.0311688 | val_loss: 0.0311711 | Time: 2535.16 ms [2020-12-22 15:48:26 main:574] : INFO : Epoch 929 | loss: 0.0311691 | val_loss: 0.0311702 | Time: 2548.83 ms [2020-12-22 15:48:28 main:574] : INFO : Epoch 930 | loss: 0.0311674 | val_loss: 0.031171 | Time: 2548.61 ms [2020-12-22 15:48:31 main:574] : INFO : Epoch 931 | loss: 0.0311667 | val_loss: 0.0311728 | Time: 2547.71 ms [2020-12-22 15:48:33 main:574] : INFO : Epoch 932 | loss: 0.0311679 | val_loss: 0.0311721 | Time: 2542.93 ms [2020-12-22 15:48:36 main:574] : INFO : Epoch 933 | loss: 0.0311693 | val_loss: 0.0311748 | Time: 2546.56 ms [2020-12-22 15:48:38 main:574] : INFO : Epoch 934 | loss: 0.0311671 | val_loss: 0.0311766 | Time: 2543.23 ms [2020-12-22 15:48:41 main:574] : INFO : Epoch 935 | loss: 0.0311677 | val_loss: 0.0311731 | Time: 2548.69 ms [2020-12-22 15:48:44 main:574] : INFO : Epoch 936 | loss: 0.0311688 | val_loss: 0.0311719 | Time: 2539.37 ms [2020-12-22 15:48:46 main:574] : INFO : Epoch 937 | loss: 0.0311726 | val_loss: 0.0311735 | Time: 2549.36 ms [2020-12-22 15:48:49 main:574] : INFO : Epoch 938 | loss: 0.0311733 | val_loss: 0.0311709 | Time: 2547.49 ms [2020-12-22 15:48:51 main:574] : INFO : Epoch 939 | loss: 0.0311723 | val_loss: 0.0311744 | Time: 2551.06 ms [2020-12-22 15:48:54 main:574] : INFO : Epoch 940 | loss: 0.031173 | val_loss: 0.031175 | Time: 2534.76 ms [2020-12-22 15:48:56 main:574] : INFO : Epoch 941 | loss: 0.0311712 | val_loss: 0.0311711 | Time: 2542.23 ms [2020-12-22 15:48:59 main:574] : INFO : Epoch 942 | loss: 0.0311703 | val_loss: 0.0311712 | Time: 2549.21 ms [2020-12-22 15:49:01 main:574] : INFO : Epoch 943 | loss: 0.0311712 | val_loss: 0.0311686 | Time: 2547.03 ms [2020-12-22 15:49:04 main:574] : INFO : Epoch 944 | loss: 0.0311686 | val_loss: 0.0311696 | Time: 2548.54 ms [2020-12-22 15:49:06 main:574] : INFO : Epoch 945 | loss: 0.0311706 | val_loss: 0.0311724 | Time: 2545.36 ms [2020-12-22 15:49:09 main:574] : INFO : Epoch 946 | loss: 0.0311701 | val_loss: 0.0311691 | Time: 2553.17 ms [2020-12-22 15:49:12 main:574] : INFO : Epoch 947 | loss: 0.0311671 | val_loss: 0.0311687 | Time: 2546.44 ms [2020-12-22 15:49:14 main:574] : INFO : Epoch 948 | loss: 0.0311679 | val_loss: 0.0311679 | Time: 2548.89 ms [2020-12-22 15:49:17 main:574] : INFO : Epoch 949 | loss: 0.0311663 | val_loss: 0.0311682 | Time: 2553.18 ms [2020-12-22 15:49:19 main:574] : INFO : Epoch 950 | loss: 0.0311668 | val_loss: 0.0311684 | Time: 2547.98 ms [2020-12-22 15:49:22 main:574] : INFO : Epoch 951 | loss: 0.0311661 | val_loss: 0.0311699 | Time: 2538.66 ms [2020-12-22 15:49:24 main:574] : INFO : Epoch 952 | loss: 0.0311663 | val_loss: 0.0311711 | Time: 2548.82 ms [2020-12-22 15:49:27 main:574] : INFO : Epoch 953 | loss: 0.0311665 | val_loss: 0.0311721 | Time: 2557.6 ms [2020-12-22 15:49:29 main:574] : INFO : Epoch 954 | loss: 0.0311683 | val_loss: 0.031173 | Time: 2560.61 ms [2020-12-22 15:49:32 main:574] : INFO : Epoch 955 | loss: 0.0311712 | val_loss: 0.0311735 | Time: 2541.47 ms [2020-12-22 15:49:35 main:574] : INFO : Epoch 956 | loss: 0.031176 | val_loss: 0.0311838 | Time: 2549.13 ms [2020-12-22 15:49:37 main:574] : INFO : Epoch 957 | loss: 0.031524 | val_loss: 0.0316336 | Time: 2541.98 ms [2020-12-22 15:49:40 main:574] : INFO : Epoch 958 | loss: 0.0533849 | val_loss: 0.0341393 | Time: 2553.89 ms [2020-12-22 15:49:42 main:574] : INFO : Epoch 959 | loss: 0.0337769 | val_loss: 0.0315075 | Time: 2539.36 ms [2020-12-22 15:49:45 main:574] : INFO : Epoch 960 | loss: 0.0314534 | val_loss: 0.0312707 | Time: 2545.9 ms [2020-12-22 15:49:47 main:574] : INFO : Epoch 961 | loss: 0.0312622 | val_loss: 0.0312343 | Time: 2540.9 ms [2020-12-22 15:49:50 main:574] : INFO : Epoch 962 | loss: 0.0312252 | val_loss: 0.0312157 | Time: 2547.11 ms [2020-12-22 15:49:52 main:574] : INFO : Epoch 963 | loss: 0.0312148 | val_loss: 0.0312072 | Time: 2535.24 ms [2020-12-22 15:49:55 main:574] : INFO : Epoch 964 | loss: 0.0312097 | val_loss: 0.0312038 | Time: 2548.02 ms [2020-12-22 15:49:58 main:574] : INFO : Epoch 965 | loss: 0.0312071 | val_loss: 0.0312015 | Time: 2546.7 ms [2020-12-22 15:50:00 main:574] : INFO : Epoch 966 | loss: 0.0312053 | val_loss: 0.0312016 | Time: 2544.3 ms [2020-12-22 15:50:03 main:574] : INFO : Epoch 967 | loss: 0.0312041 | val_loss: 0.0311989 | Time: 2534.78 ms [2020-12-22 15:50:05 main:574] : INFO : Epoch 968 | loss: 0.0312024 | val_loss: 0.0311975 | Time: 2547.26 ms [2020-12-22 15:50:08 main:574] : INFO : Epoch 969 | loss: 0.0312015 | val_loss: 0.0311963 | Time: 2544.92 ms [2020-12-22 15:50:10 main:574] : INFO : Epoch 970 | loss: 0.0312008 | val_loss: 0.0311971 | Time: 2546.1 ms [2020-12-22 15:50:13 main:574] : INFO : Epoch 971 | loss: 0.0311995 | val_loss: 0.0311949 | Time: 2540.95 ms [2020-12-22 15:50:15 main:574] : INFO : Epoch 972 | loss: 0.0311991 | val_loss: 0.0311943 | Time: 2547.08 ms [2020-12-22 15:50:18 main:574] : INFO : Epoch 973 | loss: 0.0311983 | val_loss: 0.0311935 | Time: 2542.21 ms [2020-12-22 15:50:20 main:574] : INFO : Epoch 974 | loss: 0.0311972 | val_loss: 0.031193 | Time: 2553.96 ms [2020-12-22 15:50:23 main:574] : INFO : Epoch 975 | loss: 0.0311974 | val_loss: 0.0311921 | Time: 2532.54 ms [2020-12-22 15:50:26 main:574] : INFO : Epoch 976 | loss: 0.031196 | val_loss: 0.0311913 | Time: 2544.96 ms [2020-12-22 15:50:28 main:574] : INFO : Epoch 977 | loss: 0.0311954 | val_loss: 0.0311912 | Time: 2543.93 ms [2020-12-22 15:50:31 main:574] : INFO : Epoch 978 | loss: 0.0311945 | val_loss: 0.0311906 | Time: 2550.22 ms [2020-12-22 15:50:33 main:574] : INFO : Epoch 979 | loss: 0.031193 | val_loss: 0.0311891 | Time: 2529.27 ms [2020-12-22 15:50:36 main:574] : INFO : Epoch 980 | loss: 0.0311932 | val_loss: 0.0311899 | Time: 2551.95 ms [2020-12-22 15:50:38 main:574] : INFO : Epoch 981 | loss: 0.0311913 | val_loss: 0.0311866 | Time: 2548.55 ms [2020-12-22 15:50:41 main:574] : INFO : Epoch 982 | loss: 0.0311902 | val_loss: 0.0311891 | Time: 2549.44 ms [2020-12-22 15:50:43 main:574] : INFO : Epoch 983 | loss: 0.0311884 | val_loss: 0.0311844 | Time: 2548.74 ms [2020-12-22 15:50:46 main:574] : INFO : Epoch 984 | loss: 0.0311866 | val_loss: 0.0311838 | Time: 2543.62 ms [2020-12-22 15:50:49 main:574] : INFO : Epoch 985 | loss: 0.0311855 | val_loss: 0.0311831 | Time: 2544.1 ms [2020-12-22 15:50:51 main:574] : INFO : Epoch 986 | loss: 0.0311847 | val_loss: 0.0311825 | Time: 2548.39 ms [2020-12-22 15:50:54 main:574] : INFO : Epoch 987 | loss: 0.0311838 | val_loss: 0.0311824 | Time: 2538.12 ms [2020-12-22 15:50:56 main:574] : INFO : Epoch 988 | loss: 0.0311834 | val_loss: 0.0311812 | Time: 2544.41 ms [2020-12-22 15:50:59 main:574] : INFO : Epoch 989 | loss: 0.0311826 | val_loss: 0.0311812 | Time: 2546.22 ms [2020-12-22 15:51:01 main:574] : INFO : Epoch 990 | loss: 0.0311819 | val_loss: 0.0311803 | Time: 2544.69 ms [2020-12-22 15:51:04 main:574] : INFO : Epoch 991 | loss: 0.0311818 | val_loss: 0.0311801 | Time: 2542.65 ms [2020-12-22 15:51:06 main:574] : INFO : Epoch 992 | loss: 0.0311808 | val_loss: 0.0311801 | Time: 2549.35 ms [2020-12-22 15:51:09 main:574] : INFO : Epoch 993 | loss: 0.0311805 | val_loss: 0.0311793 | Time: 2520.86 ms [2020-12-22 15:51:11 main:574] : INFO : Epoch 994 | loss: 0.0311796 | val_loss: 0.0311787 | Time: 2557.15 ms [2020-12-22 15:51:14 main:574] : INFO : Epoch 995 | loss: 0.0311792 | val_loss: 0.031178 | Time: 2539.6 ms [2020-12-22 15:51:17 main:574] : INFO : Epoch 996 | loss: 0.0311789 | val_loss: 0.0311778 | Time: 2548.63 ms [2020-12-22 15:51:19 main:574] : INFO : Epoch 997 | loss: 0.0311784 | val_loss: 0.0311772 | Time: 2579.43 ms [2020-12-22 15:51:22 main:574] : INFO : Epoch 998 | loss: 0.0311777 | val_loss: 0.0311774 | Time: 2522.27 ms [2020-12-22 15:51:24 main:574] : INFO : Epoch 999 | loss: 0.0311774 | val_loss: 0.0311764 | Time: 2544.58 ms [2020-12-22 15:51:27 main:574] : INFO : Epoch 1000 | loss: 0.031177 | val_loss: 0.0311761 | Time: 2540.25 ms [2020-12-22 15:51:29 main:574] : INFO : Epoch 1001 | loss: 0.0311769 | val_loss: 0.0311756 | Time: 2520.38 ms [2020-12-22 15:51:32 main:574] : INFO : Epoch 1002 | loss: 0.0311771 | val_loss: 0.0311782 | Time: 2528.2 ms [2020-12-22 15:51:34 main:574] : INFO : Epoch 1003 | loss: 0.0311774 | val_loss: 0.0311758 | Time: 2649.35 ms [2020-12-22 15:51:37 main:574] : INFO : Epoch 1004 | loss: 0.0311764 | val_loss: 0.031175 | Time: 2563.43 ms [2020-12-22 15:51:40 main:574] : INFO : Epoch 1005 | loss: 0.0311766 | val_loss: 0.0311759 | Time: 2540.04 ms [2020-12-22 15:51:42 main:574] : INFO : Epoch 1006 | loss: 0.0311762 | val_loss: 0.0311749 | Time: 2529.45 ms [2020-12-22 15:51:45 main:574] : INFO : Epoch 1007 | loss: 0.0311752 | val_loss: 0.0311743 | Time: 2554.18 ms [2020-12-22 15:51:47 main:574] : INFO : Epoch 1008 | loss: 0.0311746 | val_loss: 0.0311743 | Time: 2549.79 ms [2020-12-22 15:51:50 main:574] : INFO : Epoch 1009 | loss: 0.0311744 | val_loss: 0.0311752 | Time: 2545.32 ms [2020-12-22 15:51:52 main:574] : INFO : Epoch 1010 | loss: 0.031174 | val_loss: 0.0311739 | Time: 2546.54 ms [2020-12-22 15:51:55 main:574] : INFO : Epoch 1011 | loss: 0.0311741 | val_loss: 0.0311748 | Time: 2552.9 ms [2020-12-22 15:51:57 main:574] : INFO : Epoch 1012 | loss: 0.0311751 | val_loss: 0.0311738 | Time: 2498.37 ms [2020-12-22 15:52:00 main:574] : INFO : Epoch 1013 | loss: 0.0311741 | val_loss: 0.0311745 | Time: 2532.73 ms [2020-12-22 15:52:02 main:574] : INFO : Epoch 1014 | loss: 0.0311733 | val_loss: 0.0311732 | Time: 2549.22 ms [2020-12-22 15:52:05 main:574] : INFO : Epoch 1015 | loss: 0.0311736 | val_loss: 0.0311736 | Time: 2546.14 ms [2020-12-22 15:52:08 main:574] : INFO : Epoch 1016 | loss: 0.0311728 | val_loss: 0.0311748 | Time: 2543.09 ms [2020-12-22 15:52:10 main:574] : INFO : Epoch 1017 | loss: 0.0311723 | val_loss: 0.0311754 | Time: 2549.19 ms [2020-12-22 15:52:13 main:574] : INFO : Epoch 1018 | loss: 0.031173 | val_loss: 0.0311767 | Time: 2544.22 ms [2020-12-22 15:52:15 main:574] : INFO : Epoch 1019 | loss: 0.0311726 | val_loss: 0.0311733 | Time: 2544.68 ms [2020-12-22 15:52:18 main:574] : INFO : Epoch 1020 | loss: 0.031172 | val_loss: 0.0311735 | Time: 2539.84 ms [2020-12-22 15:52:20 main:574] : INFO : Epoch 1021 | loss: 0.0311712 | val_loss: 0.0311737 | Time: 2553.13 ms [2020-12-22 15:52:23 main:574] : INFO : Epoch 1022 | loss: 0.0311711 | val_loss: 0.0311736 | Time: 2539.52 ms [2020-12-22 15:52:25 main:574] : INFO : Epoch 1023 | loss: 0.0311711 | val_loss: 0.0311762 | Time: 2544.5 ms [2020-12-22 15:52:28 main:574] : INFO : Epoch 1024 | loss: 0.0311721 | val_loss: 0.0311733 | Time: 2542.69 ms [2020-12-22 15:52:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311733 [2020-12-22 15:52:28 main:603] : INFO : Saving end state to config to file [2020-12-22 15:52:28 main:608] : INFO : Success, exiting.. 15:52:28 (19720): 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)