Task 3174122
| Name | ParityMachine-1605454794-12804-3_0 |
| Workunit | 1470376 |
| Created | 4 Dec 2020, 7:00:15 UTC |
| Sent | 5 Dec 2020, 10:04:29 UTC |
| Report deadline | 12 Dec 2020, 10:04:29 UTC |
| Received | 9 Dec 2020, 17:23:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 43 min 50 sec |
| CPU time | 42 min 17 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,475.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 514 | loss: 0.0310567 | val_loss: 0.0311898 | Time: 2489.17 ms [2020-12-09 18:01:53 main:574] : INFO : Epoch 515 | loss: 0.0310679 | val_loss: 0.0311847 | Time: 2563.58 ms [2020-12-09 18:01:56 main:574] : INFO : Epoch 516 | loss: 0.0310788 | val_loss: 0.0311742 | Time: 2505.22 ms [2020-12-09 18:01:58 main:574] : INFO : Epoch 517 | loss: 0.0310885 | val_loss: 0.0311745 | Time: 2562.9 ms [2020-12-09 18:02:01 main:574] : INFO : Epoch 518 | loss: 0.0310855 | val_loss: 0.0311872 | Time: 2480.62 ms [2020-12-09 18:02:03 main:574] : INFO : Epoch 519 | loss: 0.0310795 | val_loss: 0.0311797 | Time: 2528.45 ms [2020-12-09 18:02:06 main:574] : INFO : Epoch 520 | loss: 0.0310788 | val_loss: 0.031177 | Time: 2579.91 ms [2020-12-09 18:02:09 main:574] : INFO : Epoch 521 | loss: 0.0310762 | val_loss: 0.0311839 | Time: 2489.54 ms [2020-12-09 18:02:11 main:574] : INFO : Epoch 522 | loss: 0.031074 | val_loss: 0.0311907 | Time: 2531.91 ms [2020-12-09 18:02:14 main:574] : INFO : Epoch 523 | loss: 0.0310638 | val_loss: 0.0311802 | Time: 2498.46 ms [2020-12-09 18:02:16 main:574] : INFO : Epoch 524 | loss: 0.0310664 | val_loss: 0.0311824 | Time: 2527.89 ms [2020-12-09 18:02:19 main:574] : INFO : Epoch 525 | loss: 0.0310766 | val_loss: 0.0311673 | Time: 2485.5 ms [2020-12-09 18:02:21 main:574] : INFO : Epoch 526 | loss: 0.031065 | val_loss: 0.0311833 | Time: 2496.98 ms [2020-12-09 18:02:24 main:574] : INFO : Epoch 527 | loss: 0.0310645 | val_loss: 0.0311872 | Time: 2438.87 ms [2020-12-09 18:02:26 main:574] : INFO : Epoch 528 | loss: 0.0310702 | val_loss: 0.0311687 | Time: 2477.14 ms [2020-12-09 18:02:29 main:574] : INFO : Epoch 529 | loss: 0.0310757 | val_loss: 0.0311777 | Time: 2613 ms [2020-12-09 18:02:32 main:574] : INFO : Epoch 530 | loss: 0.0310777 | val_loss: 0.0311788 | Time: 2466.6 ms [2020-12-09 18:02:34 main:574] : INFO : Epoch 531 | loss: 0.0310706 | val_loss: 0.0311715 | Time: 2496.46 ms [2020-12-09 18:02:37 main:574] : INFO : Epoch 532 | loss: 0.0310625 | val_loss: 0.0311799 | Time: 2555.87 ms [2020-12-09 18:02:39 main:574] : INFO : Epoch 533 | loss: 0.0310628 | val_loss: 0.0311908 | Time: 2475.49 ms [2020-12-09 18:02:42 main:574] : INFO : Epoch 534 | loss: 0.0310637 | val_loss: 0.031187 | Time: 2557.67 ms [2020-12-09 18:02:44 main:574] : INFO : Epoch 535 | loss: 0.0310653 | val_loss: 0.03118 | Time: 2511.49 ms [2020-12-09 18:02:47 main:574] : INFO : Epoch 536 | loss: 0.0310625 | val_loss: 0.0311822 | Time: 2505.21 ms [2020-12-09 18:02:49 main:574] : INFO : Epoch 537 | loss: 0.0310627 | val_loss: 0.0311793 | Time: 2444.69 ms [2020-12-09 18:02:52 main:574] : INFO : Epoch 538 | loss: 0.0310589 | val_loss: 0.0311863 | Time: 2476.38 ms [2020-12-09 18:02:55 main:574] : INFO : Epoch 539 | loss: 0.0310549 | val_loss: 0.0311825 | Time: 2579.88 ms [2020-12-09 18:02:57 main:574] : INFO : Epoch 540 | loss: 0.0310578 | val_loss: 0.0311844 | Time: 2510.39 ms [2020-12-09 18:03:00 main:574] : INFO : Epoch 541 | loss: 0.0310552 | val_loss: 0.0311849 | Time: 2529.55 ms [2020-12-09 18:03:02 main:574] : INFO : Epoch 542 | loss: 0.0310594 | val_loss: 0.0311773 | Time: 2468.84 ms [2020-12-09 18:03:05 main:574] : INFO : Epoch 543 | loss: 0.0310629 | val_loss: 0.0311789 | Time: 2462.2 ms [2020-12-09 18:03:07 main:574] : INFO : Epoch 544 | loss: 0.0310619 | val_loss: 0.0311785 | Time: 2518.61 ms [2020-12-09 18:03:10 main:574] : INFO : Epoch 545 | loss: 0.0310586 | val_loss: 0.0311928 | Time: 2568.96 ms [2020-12-09 18:03:12 main:574] : INFO : Epoch 546 | loss: 0.0310679 | val_loss: 0.0311762 | Time: 2450 ms [2020-12-09 18:03:15 main:574] : INFO : Epoch 547 | loss: 0.0310853 | val_loss: 0.0311714 | Time: 2449.07 ms [2020-12-09 18:03:17 main:574] : INFO : Epoch 548 | loss: 0.0311231 | val_loss: 0.0311754 | Time: 2449.8 ms [2020-12-09 18:03:20 main:574] : INFO : Epoch 549 | loss: 0.031112 | val_loss: 0.0311562 | Time: 2522.93 ms [2020-12-09 18:03:22 main:574] : INFO : Epoch 550 | loss: 0.0310996 | val_loss: 0.0311729 | Time: 2491.32 ms [2020-12-09 18:03:25 main:574] : INFO : Epoch 551 | loss: 0.0310866 | val_loss: 0.03117 | Time: 2512.06 ms [2020-12-09 18:03:27 main:574] : INFO : Epoch 552 | loss: 0.0310767 | val_loss: 0.0311667 | Time: 2486.04 ms [2020-12-09 18:03:30 main:574] : INFO : Epoch 553 | loss: 0.0310707 | val_loss: 0.0311837 | Time: 2481.21 ms [2020-12-09 18:03:32 main:574] : INFO : Epoch 554 | loss: 0.0310663 | val_loss: 0.0311671 | Time: 2421.18 ms [2020-12-09 18:03:35 main:574] : INFO : Epoch 555 | loss: 0.0310624 | val_loss: 0.0311761 | Time: 2519.08 ms [2020-12-09 18:03:38 main:574] : INFO : Epoch 556 | loss: 0.0310648 | val_loss: 0.0311719 | Time: 2519.26 ms [2020-12-09 18:03:40 main:574] : INFO : Epoch 557 | loss: 0.0310636 | val_loss: 0.0311727 | Time: 2417.87 ms [2020-12-09 18:03:43 main:574] : INFO : Epoch 558 | loss: 0.0310615 | val_loss: 0.0311827 | Time: 2475.67 ms [2020-12-09 18:03:45 main:574] : INFO : Epoch 559 | loss: 0.0310607 | val_loss: 0.031194 | Time: 2532.72 ms [2020-12-09 18:03:48 main:574] : INFO : Epoch 560 | loss: 0.031062 | val_loss: 0.0311851 | Time: 2477.23 ms [2020-12-09 18:03:50 main:574] : INFO : Epoch 561 | loss: 0.0310627 | val_loss: 0.0311775 | Time: 2502.98 ms [2020-12-09 18:03:53 main:574] : INFO : Epoch 562 | loss: 0.0310616 | val_loss: 0.0311737 | Time: 2516.5 ms [2020-12-09 18:03:55 main:574] : INFO : Epoch 563 | loss: 0.0310587 | val_loss: 0.031179 | Time: 2516.09 ms [2020-12-09 18:03:58 main:574] : INFO : Epoch 564 | loss: 0.0310548 | val_loss: 0.0311839 | Time: 2478.58 ms [2020-12-09 18:04:00 main:574] : INFO : Epoch 565 | loss: 0.0310604 | val_loss: 0.0311858 | Time: 2482.94 ms [2020-12-09 18:04:03 main:574] : INFO : Epoch 566 | loss: 0.0310675 | val_loss: 0.0311794 | Time: 2517.63 ms [2020-12-09 18:04:05 main:574] : INFO : Epoch 567 | loss: 0.0310808 | val_loss: 0.0311903 | Time: 2504.07 ms [2020-12-09 18:04:08 main:574] : INFO : Epoch 568 | loss: 0.0310729 | val_loss: 0.0311901 | Time: 2448.6 ms [2020-12-09 18:04:10 main:574] : INFO : Epoch 569 | loss: 0.0310655 | val_loss: 0.0311832 | Time: 2503.99 ms [2020-12-09 18:04:13 main:574] : INFO : Epoch 570 | loss: 0.031066 | val_loss: 0.0311802 | Time: 2482.07 ms [2020-12-09 18:04:16 main:574] : INFO : Epoch 571 | loss: 0.0310606 | val_loss: 0.0311836 | Time: 2592.99 ms [2020-12-09 18:04:18 main:574] : INFO : Epoch 572 | loss: 0.0310571 | val_loss: 0.0311842 | Time: 2458.04 ms [2020-12-09 18:04:21 main:574] : INFO : Epoch 573 | loss: 0.0310538 | val_loss: 0.0311871 | Time: 2571.12 ms [2020-12-09 18:04:23 main:574] : INFO : Epoch 574 | loss: 0.031069 | val_loss: 0.0311788 | Time: 2491.96 ms [2020-12-09 18:04:26 main:574] : INFO : Epoch 575 | loss: 0.0310799 | val_loss: 0.0311756 | Time: 2531.7 ms [2020-12-09 18:04:28 main:574] : INFO : Epoch 576 | loss: 0.0310747 | val_loss: 0.031178 | Time: 2556.8 ms [2020-12-09 18:04:31 main:574] : INFO : Epoch 577 | loss: 0.0311077 | val_loss: 0.0313513 | Time: 2550.73 ms [2020-12-09 18:04:34 main:574] : INFO : Epoch 578 | loss: 0.0316537 | val_loss: 0.0330028 | Time: 2522.02 ms [2020-12-09 18:04:36 main:574] : INFO : Epoch 579 | loss: 0.031886 | val_loss: 0.0314661 | Time: 2499 ms [2020-12-09 18:04:39 main:574] : INFO : Epoch 580 | loss: 0.031224 | val_loss: 0.0311642 | Time: 2493.85 ms [2020-12-09 18:04:41 main:574] : INFO : Epoch 581 | loss: 0.0311282 | val_loss: 0.0311607 | Time: 2518.09 ms [2020-12-09 18:04:44 main:574] : INFO : Epoch 582 | loss: 0.0311063 | val_loss: 0.0311571 | Time: 2473.29 ms [2020-12-09 18:04:46 main:574] : INFO : Epoch 583 | loss: 0.0311002 | val_loss: 0.0311647 | Time: 2491.16 ms [2020-12-09 18:04:49 main:574] : INFO : Epoch 584 | loss: 0.0310968 | val_loss: 0.0311629 | Time: 2517.45 ms [2020-12-09 18:04:51 main:574] : INFO : Epoch 585 | loss: 0.0310923 | val_loss: 0.0311643 | Time: 2474.22 ms [2020-12-09 18:04:54 main:574] : INFO : Epoch 586 | loss: 0.0310897 | val_loss: 0.0311616 | Time: 2494.68 ms [2020-12-09 18:04:56 main:574] : INFO : Epoch 587 | loss: 0.0310885 | val_loss: 0.0311651 | Time: 2514.28 ms [2020-12-09 18:04:59 main:574] : INFO : Epoch 588 | loss: 0.0310868 | val_loss: 0.0311696 | Time: 2499.49 ms [2020-12-09 18:05:01 main:574] : INFO : Epoch 589 | loss: 0.0310863 | val_loss: 0.0311653 | Time: 2471.51 ms [2020-12-09 18:05:04 main:574] : INFO : Epoch 590 | loss: 0.0310832 | val_loss: 0.0311679 | Time: 2600.59 ms [2020-12-09 18:05:07 main:574] : INFO : Epoch 591 | loss: 0.0310818 | val_loss: 0.0311709 | Time: 2480.54 ms [2020-12-09 18:05:09 main:574] : INFO : Epoch 592 | loss: 0.0310832 | val_loss: 0.0311727 | Time: 2550.66 ms [2020-12-09 18:05:12 main:574] : INFO : Epoch 593 | loss: 0.0310843 | val_loss: 0.0311733 | Time: 2501.3 ms [2020-12-09 18:05:14 main:574] : INFO : Epoch 594 | loss: 0.0310836 | val_loss: 0.0311727 | Time: 2522.2 ms [2020-12-09 18:05:17 main:574] : INFO : Epoch 595 | loss: 0.0310821 | val_loss: 0.0311767 | Time: 2482.44 ms [2020-12-09 18:05:19 main:574] : INFO : Epoch 596 | loss: 0.0310785 | val_loss: 0.0311773 | Time: 2462.38 ms [2020-12-09 18:05:22 main:574] : INFO : Epoch 597 | loss: 0.0310765 | val_loss: 0.0311716 | Time: 2439.97 ms [2020-12-09 18:05:24 main:574] : INFO : Epoch 598 | loss: 0.0310759 | val_loss: 0.0311715 | Time: 2588.87 ms [2020-12-09 18:05:27 main:574] : INFO : Epoch 599 | loss: 0.0310789 | val_loss: 0.0311639 | Time: 2483.55 ms [2020-12-09 18:05:29 main:574] : INFO : Epoch 600 | loss: 0.0310789 | val_loss: 0.0311711 | Time: 2515.87 ms [2020-12-09 18:05:32 main:574] : INFO : Epoch 601 | loss: 0.0310783 | val_loss: 0.0311777 | Time: 2465.32 ms [2020-12-09 18:05:35 main:574] : INFO : Epoch 602 | loss: 0.0310763 | val_loss: 0.0311714 | Time: 2524.15 ms [2020-12-09 18:05:37 main:574] : INFO : Epoch 603 | loss: 0.0310734 | val_loss: 0.0311662 | Time: 2459.69 ms [2020-12-09 18:05:40 main:574] : INFO : Epoch 604 | loss: 0.0310806 | val_loss: 0.0311662 | Time: 2466.34 ms [2020-12-09 18:05:42 main:574] : INFO : Epoch 605 | loss: 0.0310794 | val_loss: 0.031171 | Time: 2526.8 ms [2020-12-09 18:05:45 main:574] : INFO : Epoch 606 | loss: 0.0310777 | val_loss: 0.0311745 | Time: 2579.55 ms [2020-12-09 18:05:47 main:574] : INFO : Epoch 607 | loss: 0.0310819 | val_loss: 0.0311723 | Time: 2528.53 ms [2020-12-09 18:05:50 main:574] : INFO : Epoch 608 | loss: 0.0310864 | val_loss: 0.0311673 | Time: 2521.84 ms [2020-12-09 18:05:53 main:574] : INFO : Epoch 609 | loss: 0.0310863 | val_loss: 0.0311855 | Time: 2559.78 ms [2020-12-09 18:05:55 main:574] : INFO : Epoch 610 | loss: 0.0310876 | val_loss: 0.0311813 | Time: 2528.27 ms [2020-12-09 18:05:58 main:574] : INFO : Epoch 611 | loss: 0.0310765 | val_loss: 0.0311782 | Time: 2472.94 ms [2020-12-09 18:06:00 main:574] : INFO : Epoch 612 | loss: 0.0310743 | val_loss: 0.0311729 | Time: 2505.13 ms [2020-12-09 18:06:03 main:574] : INFO : Epoch 613 | loss: 0.0310723 | val_loss: 0.0311759 | Time: 2559.11 ms [2020-12-09 18:06:05 main:574] : INFO : Epoch 614 | loss: 0.0310698 | val_loss: 0.0311772 | Time: 2459.14 ms [2020-12-09 18:06:08 main:574] : INFO : Epoch 615 | loss: 0.0310675 | val_loss: 0.0311752 | Time: 2593.83 ms [2020-12-09 18:06:11 main:574] : INFO : Epoch 616 | loss: 0.0310672 | val_loss: 0.0311766 | Time: 2472.51 ms [2020-12-09 18:06:13 main:574] : INFO : Epoch 617 | loss: 0.0310695 | val_loss: 0.0311773 | Time: 2524.07 ms [2020-12-09 18:06:16 main:574] : INFO : Epoch 618 | loss: 0.0310677 | val_loss: 0.0311743 | Time: 2465.29 ms [2020-12-09 18:06:18 main:574] : INFO : Epoch 619 | loss: 0.0310666 | val_loss: 0.0311791 | Time: 2505.65 ms [2020-12-09 18:06:21 main:574] : INFO : Epoch 620 | loss: 0.0310673 | val_loss: 0.0311753 | Time: 2471.92 ms [2020-12-09 18:06:23 main:574] : INFO : Epoch 621 | loss: 0.0310726 | val_loss: 0.031182 | Time: 2551.08 ms [2020-12-09 18:06:26 main:574] : INFO : Epoch 622 | loss: 0.0310742 | val_loss: 0.0311802 | Time: 2450.41 ms [2020-12-09 18:06:28 main:574] : INFO : Epoch 623 | loss: 0.0310761 | val_loss: 0.0311771 | Time: 2482.21 ms [2020-12-09 18:06:31 main:574] : INFO : Epoch 624 | loss: 0.0310698 | val_loss: 0.0311789 | Time: 2497.49 ms [2020-12-09 18:06:33 main:574] : INFO : Epoch 625 | loss: 0.0310695 | val_loss: 0.0311824 | Time: 2518.21 ms [2020-12-09 18:06:36 main:574] : INFO : Epoch 626 | loss: 0.0310743 | val_loss: 0.0311817 | Time: 2486.84 ms [2020-12-09 18:06:38 main:574] : INFO : Epoch 627 | loss: 0.0310719 | val_loss: 0.0311812 | Time: 2472.74 ms [2020-12-09 18:06:41 main:574] : INFO : Epoch 628 | loss: 0.0310683 | val_loss: 0.0311857 | Time: 2468.85 ms [2020-12-09 18:06:44 main:574] : INFO : Epoch 629 | loss: 0.0310671 | val_loss: 0.0311832 | Time: 2529.97 ms [2020-12-09 18:06:46 main:574] : INFO : Epoch 630 | loss: 0.0310665 | val_loss: 0.0311799 | Time: 2573.98 ms [2020-12-09 18:06:49 main:574] : INFO : Epoch 631 | loss: 0.0310665 | val_loss: 0.0311858 | Time: 2506.1 ms [2020-12-09 18:06:51 main:574] : INFO : Epoch 632 | loss: 0.0310646 | val_loss: 0.0311767 | Time: 2543.06 ms [2020-12-09 18:06:54 main:574] : INFO : Epoch 633 | loss: 0.031066 | val_loss: 0.0311731 | Time: 2520.15 ms [2020-12-09 18:06:56 main:574] : INFO : Epoch 634 | loss: 0.031066 | val_loss: 0.0311721 | Time: 2508.89 ms [2020-12-09 18:06:59 main:574] : INFO : Epoch 635 | loss: 0.0310599 | val_loss: 0.0311809 | Time: 2539.02 ms [2020-12-09 18:07:01 main:574] : INFO : Epoch 636 | loss: 0.0310585 | val_loss: 0.031186 | Time: 2449.76 ms [2020-12-09 18:07:04 main:574] : INFO : Epoch 637 | loss: 0.0310574 | val_loss: 0.0311802 | Time: 2554.09 ms [2020-12-09 18:07:07 main:574] : INFO : Epoch 638 | loss: 0.031055 | val_loss: 0.0311842 | Time: 2475.58 ms [2020-12-09 18:07:09 main:574] : INFO : Epoch 639 | loss: 0.0310559 | val_loss: 0.0311808 | Time: 2575.01 ms [2020-12-09 18:07:12 main:574] : INFO : Epoch 640 | loss: 0.0310544 | val_loss: 0.031194 | Time: 2462.53 ms [2020-12-09 18:07:14 main:574] : INFO : Epoch 641 | loss: 0.0310567 | val_loss: 0.0311872 | Time: 2483 ms [2020-12-09 18:07:17 main:574] : INFO : Epoch 642 | loss: 0.0310576 | val_loss: 0.0311851 | Time: 2570.11 ms [2020-12-09 18:07:19 main:574] : INFO : Epoch 643 | loss: 0.0310572 | val_loss: 0.0311763 | Time: 2565.97 ms [2020-12-09 18:07:22 main:574] : INFO : Epoch 644 | loss: 0.0310639 | val_loss: 0.0311794 | Time: 2513.76 ms [2020-12-09 18:07:25 main:574] : INFO : Epoch 645 | loss: 0.031076 | val_loss: 0.0311855 | Time: 2494.28 ms [2020-12-09 18:07:27 main:574] : INFO : Epoch 646 | loss: 0.0310687 | val_loss: 0.031182 | Time: 2482.84 ms [2020-12-09 18:07:30 main:574] : INFO : Epoch 647 | loss: 0.0310697 | val_loss: 0.0311883 | Time: 2502.91 ms [2020-12-09 18:07:32 main:574] : INFO : Epoch 648 | loss: 0.0310665 | val_loss: 0.0311806 | Time: 2551.11 ms [2020-12-09 18:07:35 main:574] : INFO : Epoch 649 | loss: 0.0310654 | val_loss: 0.0311826 | Time: 2510.65 ms [2020-12-09 18:07:37 main:574] : INFO : Epoch 650 | loss: 0.0310596 | val_loss: 0.0311867 | Time: 2530.98 ms [2020-12-09 18:07:40 main:574] : INFO : Epoch 651 | loss: 0.031057 | val_loss: 0.0311829 | Time: 2487.93 ms [2020-12-09 18:07:42 main:574] : INFO : Epoch 652 | loss: 0.0310602 | val_loss: 0.0311889 | Time: 2502.19 ms [2020-12-09 18:07:45 main:574] : INFO : Epoch 653 | loss: 0.0310582 | val_loss: 0.0311857 | Time: 2549.88 ms [2020-12-09 18:07:48 main:574] : INFO : Epoch 654 | loss: 0.0310573 | val_loss: 0.0311825 | Time: 2513.54 ms [2020-12-09 18:07:50 main:574] : INFO : Epoch 655 | loss: 0.0310557 | val_loss: 0.0311916 | Time: 2472.61 ms [2020-12-09 18:07:53 main:574] : INFO : Epoch 656 | loss: 0.0310686 | val_loss: 0.0311867 | Time: 2520.66 ms [2020-12-09 18:07:55 main:574] : INFO : Epoch 657 | loss: 0.0310685 | val_loss: 0.0311875 | Time: 2523.69 ms [2020-12-09 18:07:58 main:574] : INFO : Epoch 658 | loss: 0.0310671 | val_loss: 0.0311833 | Time: 2579.77 ms [2020-12-09 18:08:00 main:574] : INFO : Epoch 659 | loss: 0.0310684 | val_loss: 0.0311781 | Time: 2513.27 ms [2020-12-09 18:08:03 main:574] : INFO : Epoch 660 | loss: 0.031065 | val_loss: 0.0311829 | Time: 2459.42 ms [2020-12-09 18:08:05 main:574] : INFO : Epoch 661 | loss: 0.0310699 | val_loss: 0.0311784 | Time: 2503.34 ms [2020-12-09 18:08:08 main:574] : INFO : Epoch 662 | loss: 0.0310673 | val_loss: 0.0311859 | Time: 2478.33 ms [2020-12-09 18:08:10 main:574] : INFO : Epoch 663 | loss: 0.0310629 | val_loss: 0.0311865 | Time: 2428.48 ms [2020-12-09 18:08:13 main:574] : INFO : Epoch 664 | loss: 0.0310652 | val_loss: 0.0311827 | Time: 2548.83 ms [2020-12-09 18:08:15 main:574] : INFO : Epoch 665 | loss: 0.0310639 | val_loss: 0.0311789 | Time: 2500.48 ms [2020-12-09 18:08:18 main:574] : INFO : Epoch 666 | loss: 0.0310627 | val_loss: 0.0311845 | Time: 2495.25 ms [2020-12-09 18:08:21 main:574] : INFO : Epoch 667 | loss: 0.0310589 | val_loss: 0.031192 | Time: 2518.6 ms [2020-12-09 18:08:23 main:574] : INFO : Epoch 668 | loss: 0.0310576 | val_loss: 0.0311852 | Time: 2458.73 ms [2020-12-09 18:08:26 main:574] : INFO : Epoch 669 | loss: 0.0310608 | val_loss: 0.0311841 | Time: 2447.05 ms [2020-12-09 18:08:28 main:574] : INFO : Epoch 670 | loss: 0.0310552 | val_loss: 0.0311984 | Time: 2501.44 ms [2020-12-09 18:08:31 main:574] : INFO : Epoch 671 | loss: 0.0310611 | val_loss: 0.0311941 | Time: 2476.15 ms [2020-12-09 18:08:33 main:574] : INFO : Epoch 672 | loss: 0.0310776 | val_loss: 0.0311801 | Time: 2488.46 ms [2020-12-09 18:08:36 main:574] : INFO : Epoch 673 | loss: 0.0310688 | val_loss: 0.0311949 | Time: 2515.16 ms [2020-12-09 18:08:38 main:574] : INFO : Epoch 674 | loss: 0.0310622 | val_loss: 0.0311901 | Time: 2575.48 ms [2020-12-09 18:08:41 main:574] : INFO : Epoch 675 | loss: 0.0310613 | val_loss: 0.0311761 | Time: 2494.26 ms [2020-12-09 18:08:43 main:574] : INFO : Epoch 676 | loss: 0.0310626 | val_loss: 0.0311911 | Time: 2500.45 ms [2020-12-09 18:08:46 main:574] : INFO : Epoch 677 | loss: 0.0310649 | val_loss: 0.0311767 | Time: 2497.83 ms [2020-12-09 18:08:48 main:574] : INFO : Epoch 678 | loss: 0.0310603 | val_loss: 0.0311855 | Time: 2519.03 ms [2020-12-09 18:08:51 main:574] : INFO : Epoch 679 | loss: 0.0310573 | val_loss: 0.0311821 | Time: 2545.56 ms [2020-12-09 18:08:54 main:574] : INFO : Epoch 680 | loss: 0.0310564 | val_loss: 0.0311884 | Time: 2491.05 ms [2020-12-09 18:08:56 main:574] : INFO : Epoch 681 | loss: 0.0310547 | val_loss: 0.0311922 | Time: 2469.85 ms [2020-12-09 18:08:59 main:574] : INFO : Epoch 682 | loss: 0.0310545 | val_loss: 0.0311834 | Time: 2504.56 ms [2020-12-09 18:09:01 main:574] : INFO : Epoch 683 | loss: 0.0310536 | val_loss: 0.0311796 | Time: 2512.26 ms [2020-12-09 18:09:04 main:574] : INFO : Epoch 684 | loss: 0.0310506 | val_loss: 0.0311789 | Time: 2500.68 ms [2020-12-09 18:09:06 main:574] : INFO : Epoch 685 | loss: 0.0310474 | val_loss: 0.0311881 | Time: 2451.78 ms [2020-12-09 18:09:09 main:574] : INFO : Epoch 686 | loss: 0.0310518 | val_loss: 0.0312068 | Time: 2496.71 ms [2020-12-09 18:09:11 main:574] : INFO : Epoch 687 | loss: 0.0310533 | val_loss: 0.0311785 | Time: 2475.2 ms [2020-12-09 18:09:14 main:574] : INFO : Epoch 688 | loss: 0.0310577 | val_loss: 0.0311929 | Time: 2474.17 ms [2020-12-09 18:09:16 main:574] : INFO : Epoch 689 | loss: 0.0310525 | val_loss: 0.0311876 | Time: 2538.08 ms [2020-12-09 18:09:19 main:574] : INFO : Epoch 690 | loss: 0.0310575 | val_loss: 0.0311947 | Time: 2494.24 ms [2020-12-09 18:09:21 main:574] : INFO : Epoch 691 | loss: 0.0310712 | val_loss: 0.0311867 | Time: 2507.26 ms [2020-12-09 18:09:24 main:574] : INFO : Epoch 692 | loss: 0.0310676 | val_loss: 0.0311794 | Time: 2523.49 ms [2020-12-09 18:09:27 main:574] : INFO : Epoch 693 | loss: 0.0310621 | val_loss: 0.0311904 | Time: 2458.66 ms [2020-12-09 18:09:29 main:574] : INFO : Epoch 694 | loss: 0.0310637 | val_loss: 0.0311817 | Time: 2484.28 ms [2020-12-09 18:09:32 main:574] : INFO : Epoch 695 | loss: 0.0310646 | val_loss: 0.0311841 | Time: 2459.78 ms [2020-12-09 18:09:34 main:574] : INFO : Epoch 696 | loss: 0.0310667 | val_loss: 0.0311945 | Time: 2492.31 ms [2020-12-09 18:09:37 main:574] : INFO : Epoch 697 | loss: 0.0310663 | val_loss: 0.0311913 | Time: 2470.19 ms [2020-12-09 18:09:39 main:574] : INFO : Epoch 698 | loss: 0.0310652 | val_loss: 0.0311872 | Time: 2496.87 ms [2020-12-09 18:09:42 main:574] : INFO : Epoch 699 | loss: 0.0310619 | val_loss: 0.0311815 | Time: 2487.56 ms [2020-12-09 18:09:44 main:574] : INFO : Epoch 700 | loss: 0.0310617 | val_loss: 0.0311901 | Time: 2533.02 ms [2020-12-09 18:09:47 main:574] : INFO : Epoch 701 | loss: 0.0310605 | val_loss: 0.0311832 | Time: 2460.16 ms [2020-12-09 18:09:49 main:574] : INFO : Epoch 702 | loss: 0.0310589 | val_loss: 0.0311802 | Time: 2498.12 ms [2020-12-09 18:09:52 main:574] : INFO : Epoch 703 | loss: 0.0310582 | val_loss: 0.0311841 | Time: 2500.63 ms [2020-12-09 18:09:54 main:574] : INFO : Epoch 704 | loss: 0.0310595 | val_loss: 0.0311875 | Time: 2526.83 ms [2020-12-09 18:09:57 main:574] : INFO : Epoch 705 | loss: 0.0310594 | val_loss: 0.031183 | Time: 2510.92 ms [2020-12-09 18:09:59 main:574] : INFO : Epoch 706 | loss: 0.0310574 | val_loss: 0.0311873 | Time: 2541.36 ms [2020-12-09 18:10:02 main:574] : INFO : Epoch 707 | loss: 0.0310604 | val_loss: 0.0311933 | Time: 2535.18 ms [2020-12-09 18:10:05 main:574] : INFO : Epoch 708 | loss: 0.0310571 | val_loss: 0.0311833 | Time: 2498.09 ms [2020-12-09 18:10:07 main:574] : INFO : Epoch 709 | loss: 0.0310537 | val_loss: 0.0311948 | Time: 2602.23 ms [2020-12-09 18:10:10 main:574] : INFO : Epoch 710 | loss: 0.031053 | val_loss: 0.0311871 | Time: 2488.6 ms [2020-12-09 18:10:12 main:574] : INFO : Epoch 711 | loss: 0.0310569 | val_loss: 0.0311841 | Time: 2625.8 ms [2020-12-09 18:10:15 main:574] : INFO : Epoch 712 | loss: 0.0310626 | val_loss: 0.0311785 | Time: 2624.07 ms [2020-12-09 18:10:18 main:574] : INFO : Epoch 713 | loss: 0.0310853 | val_loss: 0.0311731 | Time: 2500.76 ms [2020-12-09 18:10:20 main:574] : INFO : Epoch 714 | loss: 0.0310884 | val_loss: 0.0311856 | Time: 2554.42 ms [2020-12-09 18:10:23 main:574] : INFO : Epoch 715 | loss: 0.0311032 | val_loss: 0.0311809 | Time: 2539.4 ms [2020-12-09 18:10:25 main:574] : INFO : Epoch 716 | loss: 0.0311802 | val_loss: 0.0311822 | Time: 2481.65 ms [2020-12-09 18:10:28 main:574] : INFO : Epoch 717 | loss: 0.0311705 | val_loss: 0.0311709 | Time: 2539.65 ms [2020-12-09 18:10:31 main:574] : INFO : Epoch 718 | loss: 0.0311607 | val_loss: 0.0311646 | Time: 2570.88 ms [2020-12-09 18:10:33 main:574] : INFO : Epoch 719 | loss: 0.0311545 | val_loss: 0.0311618 | Time: 2508.1 ms [2020-12-09 18:10:36 main:574] : INFO : Epoch 720 | loss: 0.0311512 | val_loss: 0.0311616 | Time: 2542.15 ms [2020-12-09 18:10:38 main:574] : INFO : Epoch 721 | loss: 0.0311475 | val_loss: 0.0311597 | Time: 2441.15 ms [2020-12-09 18:10:41 main:574] : INFO : Epoch 722 | loss: 0.0311469 | val_loss: 0.0311576 | Time: 2502.05 ms [2020-12-09 18:10:43 main:574] : INFO : Epoch 723 | loss: 0.0311426 | val_loss: 0.0311583 | Time: 2514.05 ms [2020-12-09 18:10:46 main:574] : INFO : Epoch 724 | loss: 0.0311409 | val_loss: 0.0311629 | Time: 2548.93 ms [2020-12-09 18:10:48 main:574] : INFO : Epoch 725 | loss: 0.0311375 | val_loss: 0.031163 | Time: 2498.61 ms [2020-12-09 18:10:51 main:574] : INFO : Epoch 726 | loss: 0.031139 | val_loss: 0.0311569 | Time: 2510.41 ms [2020-12-09 18:10:54 main:574] : INFO : Epoch 727 | loss: 0.0311369 | val_loss: 0.0311541 | Time: 2586.29 ms [2020-12-09 18:10:56 main:574] : INFO : Epoch 728 | loss: 0.0311336 | val_loss: 0.0311556 | Time: 2543.3 ms [2020-12-09 18:10:59 main:574] : INFO : Epoch 729 | loss: 0.031133 | val_loss: 0.031154 | Time: 2498.56 ms [2020-12-09 18:11:02 main:574] : INFO : Epoch 730 | loss: 0.0311289 | val_loss: 0.0311553 | Time: 2598.89 ms [2020-12-09 18:11:04 main:574] : INFO : Epoch 731 | loss: 0.03113 | val_loss: 0.0311583 | Time: 2451.9 ms [2020-12-09 18:11:07 main:574] : INFO : Epoch 732 | loss: 0.0311295 | val_loss: 0.0311562 | Time: 2525.59 ms [2020-12-09 18:11:09 main:574] : INFO : Epoch 733 | loss: 0.0311263 | val_loss: 0.0311523 | Time: 2500.17 ms [2020-12-09 18:11:12 main:574] : INFO : Epoch 734 | loss: 0.0311272 | val_loss: 0.0311525 | Time: 2503.87 ms [2020-12-09 18:11:14 main:574] : INFO : Epoch 735 | loss: 0.0311282 | val_loss: 0.0311483 | Time: 2520.51 ms [2020-12-09 18:11:17 main:574] : INFO : Epoch 736 | loss: 0.0311233 | val_loss: 0.0311491 | Time: 2522.84 ms [2020-12-09 18:11:19 main:574] : INFO : Epoch 737 | loss: 0.03112 | val_loss: 0.0311534 | Time: 2466.5 ms [2020-12-09 18:11:22 main:574] : INFO : Epoch 738 | loss: 0.0311209 | val_loss: 0.0311509 | Time: 2557.25 ms [2020-12-09 18:11:24 main:574] : INFO : Epoch 739 | loss: 0.0311188 | val_loss: 0.0311505 | Time: 2543.05 ms [2020-12-09 18:11:27 main:574] : INFO : Epoch 740 | loss: 0.0311148 | val_loss: 0.0311481 | Time: 2539.36 ms [2020-12-09 18:11:30 main:574] : INFO : Epoch 741 | loss: 0.0311141 | val_loss: 0.0311519 | Time: 2509.79 ms [2020-12-09 18:11:32 main:574] : INFO : Epoch 742 | loss: 0.0311161 | val_loss: 0.0311482 | Time: 2501.05 ms [2020-12-09 18:11:35 main:574] : INFO : Epoch 743 | loss: 0.031114 | val_loss: 0.0311545 | Time: 2560.69 ms [2020-12-09 18:11:37 main:574] : INFO : Epoch 744 | loss: 0.0311125 | val_loss: 0.0311548 | Time: 2521.06 ms [2020-12-09 18:11:40 main:574] : INFO : Epoch 745 | loss: 0.0311119 | val_loss: 0.0311545 | Time: 2551.08 ms [2020-12-09 18:11:42 main:574] : INFO : Epoch 746 | loss: 0.0311103 | val_loss: 0.0311528 | Time: 2528.9 ms [2020-12-09 18:11:45 main:574] : INFO : Epoch 747 | loss: 0.0311087 | val_loss: 0.0311525 | Time: 2474.06 ms [2020-12-09 18:11:48 main:574] : INFO : Epoch 748 | loss: 0.0311081 | val_loss: 0.0311565 | Time: 2513.6 ms [2020-12-09 18:11:50 main:574] : INFO : Epoch 749 | loss: 0.0311057 | val_loss: 0.0311582 | Time: 2484.46 ms [2020-12-09 18:11:53 main:574] : INFO : Epoch 750 | loss: 0.0311075 | val_loss: 0.0311583 | Time: 2584.38 ms [2020-12-09 18:11:55 main:574] : INFO : Epoch 751 | loss: 0.0311083 | val_loss: 0.0311569 | Time: 2519.22 ms [2020-12-09 18:11:58 main:574] : INFO : Epoch 752 | loss: 0.031105 | val_loss: 0.0311576 | Time: 2509.28 ms [2020-12-09 18:12:00 main:574] : INFO : Epoch 753 | loss: 0.0311059 | val_loss: 0.0311629 | Time: 2459.58 ms [2020-12-09 18:12:03 main:574] : INFO : Epoch 754 | loss: 0.031106 | val_loss: 0.031159 | Time: 2509.33 ms [2020-12-09 18:12:05 main:574] : INFO : Epoch 755 | loss: 0.0311068 | val_loss: 0.0311532 | Time: 2547.5 ms [2020-12-09 18:12:08 main:574] : INFO : Epoch 756 | loss: 0.0311055 | val_loss: 0.0311576 | Time: 2576.24 ms [2020-12-09 18:12:11 main:574] : INFO : Epoch 757 | loss: 0.031105 | val_loss: 0.0311532 | Time: 2515.88 ms [2020-12-09 18:12:13 main:574] : INFO : Epoch 758 | loss: 0.0311101 | val_loss: 0.0311531 | Time: 2617.37 ms [2020-12-09 18:12:16 main:574] : INFO : Epoch 759 | loss: 0.0311079 | val_loss: 0.0311471 | Time: 2514.27 ms [2020-12-09 18:12:18 main:574] : INFO : Epoch 760 | loss: 0.031107 | val_loss: 0.0311527 | Time: 2539.05 ms [2020-12-09 18:12:21 main:574] : INFO : Epoch 761 | loss: 0.0311039 | val_loss: 0.0311538 | Time: 2441.39 ms [2020-12-09 18:12:23 main:574] : INFO : Epoch 762 | loss: 0.0311017 | val_loss: 0.0311522 | Time: 2492.22 ms [2020-12-09 18:12:26 main:574] : INFO : Epoch 763 | loss: 0.0311076 | val_loss: 0.031156 | Time: 2513.19 ms [2020-12-09 18:12:29 main:574] : INFO : Epoch 764 | loss: 0.0311092 | val_loss: 0.0311546 | Time: 2599.34 ms [2020-12-09 18:12:31 main:574] : INFO : Epoch 765 | loss: 0.0311108 | val_loss: 0.0311498 | Time: 2492.67 ms [2020-12-09 18:12:34 main:574] : INFO : Epoch 766 | loss: 0.031111 | val_loss: 0.0311519 | Time: 2519.12 ms [2020-12-09 18:12:36 main:574] : INFO : Epoch 767 | loss: 0.0311083 | val_loss: 0.0311484 | Time: 2564.56 ms [2020-12-09 18:12:39 main:574] : INFO : Epoch 768 | loss: 0.0311067 | val_loss: 0.0311526 | Time: 2641 ms [2020-12-09 18:12:42 main:574] : INFO : Epoch 769 | loss: 0.0311055 | val_loss: 0.0311491 | Time: 2542.76 ms [2020-12-09 18:12:44 main:574] : INFO : Epoch 770 | loss: 0.031104 | val_loss: 0.0311522 | Time: 2542.72 ms [2020-12-09 18:12:47 main:574] : INFO : Epoch 771 | loss: 0.0310991 | val_loss: 0.0311575 | Time: 2521.45 ms [2020-12-09 18:12:49 main:574] : INFO : Epoch 772 | loss: 0.0310998 | val_loss: 0.031153 | Time: 2504.83 ms [2020-12-09 18:12:52 main:574] : INFO : Epoch 773 | loss: 0.0311006 | val_loss: 0.0311578 | Time: 2521.38 ms [2020-12-09 18:12:54 main:574] : INFO : Epoch 774 | loss: 0.0310969 | val_loss: 0.0311536 | Time: 2533.18 ms [2020-12-09 18:12:57 main:574] : INFO : Epoch 775 | loss: 0.0310955 | val_loss: 0.0311639 | Time: 2560.03 ms [2020-12-09 18:13:00 main:574] : INFO : Epoch 776 | loss: 0.0310969 | val_loss: 0.0311569 | Time: 2542.16 ms [2020-12-09 18:13:02 main:574] : INFO : Epoch 777 | loss: 0.031098 | val_loss: 0.0311582 | Time: 2513.22 ms [2020-12-09 18:13:05 main:574] : INFO : Epoch 778 | loss: 0.0310968 | val_loss: 0.0311567 | Time: 2535.37 ms [2020-12-09 18:13:07 main:574] : INFO : Epoch 779 | loss: 0.0310997 | val_loss: 0.0311579 | Time: 2478.1 ms [2020-12-09 18:13:10 main:574] : INFO : Epoch 780 | loss: 0.0310996 | val_loss: 0.0311499 | Time: 2502.97 ms [2020-12-09 18:13:12 main:574] : INFO : Epoch 781 | loss: 0.0311058 | val_loss: 0.0311582 | Time: 2464.84 ms [2020-12-09 18:13:15 main:574] : INFO : Epoch 782 | loss: 0.0311054 | val_loss: 0.03115 | Time: 2543.09 ms [2020-12-09 18:13:17 main:574] : INFO : Epoch 783 | loss: 0.031097 | val_loss: 0.0311511 | Time: 2559.97 ms [2020-12-09 18:13:20 main:574] : INFO : Epoch 784 | loss: 0.0311268 | val_loss: 0.0311651 | Time: 2529.83 ms [2020-12-09 18:13:23 main:574] : INFO : Epoch 785 | loss: 0.0311342 | val_loss: 0.0311507 | Time: 2602.69 ms [2020-12-09 18:13:25 main:574] : INFO : Epoch 786 | loss: 0.0311266 | val_loss: 0.031155 | Time: 2504.56 ms [2020-12-09 18:13:28 main:574] : INFO : Epoch 787 | loss: 0.0311233 | val_loss: 0.0311507 | Time: 2519.56 ms [2020-12-09 18:13:30 main:574] : INFO : Epoch 788 | loss: 0.0311203 | val_loss: 0.0311524 | Time: 2505.82 ms [2020-12-09 18:13:33 main:574] : INFO : Epoch 789 | loss: 0.0311164 | val_loss: 0.0311547 | Time: 2474.52 ms [2020-12-09 18:13:35 main:574] : INFO : Epoch 790 | loss: 0.0311106 | val_loss: 0.0311543 | Time: 2525.05 ms [2020-12-09 18:13:38 main:574] : INFO : Epoch 791 | loss: 0.0311077 | val_loss: 0.0311533 | Time: 2571.23 ms [2020-12-09 18:13:40 main:574] : INFO : Epoch 792 | loss: 0.0311052 | val_loss: 0.0311504 | Time: 2443.9 ms [2020-12-09 18:13:43 main:574] : INFO : Epoch 793 | loss: 0.0311017 | val_loss: 0.0311507 | Time: 2446.44 ms [2020-12-09 18:13:45 main:574] : INFO : Epoch 794 | loss: 0.0311009 | val_loss: 0.0311579 | Time: 2472.97 ms [2020-12-09 18:13:48 main:574] : INFO : Epoch 795 | loss: 0.0310999 | val_loss: 0.0311517 | Time: 2450.37 ms [2020-12-09 18:13:50 main:574] : INFO : Epoch 796 | loss: 0.0311 | val_loss: 0.0311606 | Time: 2467.3 ms [2020-12-09 18:13:53 main:574] : INFO : Epoch 797 | loss: 0.031096 | val_loss: 0.0311576 | Time: 2580.39 ms [2020-12-09 18:13:56 main:574] : INFO : Epoch 798 | loss: 0.0310955 | val_loss: 0.0311596 | Time: 2517.7 ms [2020-12-09 18:13:58 main:574] : INFO : Epoch 799 | loss: 0.0310939 | val_loss: 0.0311534 | Time: 2481.52 ms [2020-12-09 18:14:01 main:574] : INFO : Epoch 800 | loss: 0.0310927 | val_loss: 0.0311587 | Time: 2450.41 ms [2020-12-09 18:14:03 main:574] : INFO : Epoch 801 | loss: 0.0310899 | val_loss: 0.0311545 | Time: 2457.02 ms [2020-12-09 18:14:06 main:574] : INFO : Epoch 802 | loss: 0.0310927 | val_loss: 0.0311579 | Time: 2480.89 ms [2020-12-09 18:14:08 main:574] : INFO : Epoch 803 | loss: 0.0310966 | val_loss: 0.0311559 | Time: 2467.86 ms [2020-12-09 18:14:11 main:574] : INFO : Epoch 804 | loss: 0.0310944 | val_loss: 0.0311604 | Time: 2562.68 ms [2020-12-09 18:14:13 main:574] : INFO : Epoch 805 | loss: 0.0310951 | val_loss: 0.0311526 | Time: 2511.14 ms [2020-12-09 18:14:16 main:574] : INFO : Epoch 806 | loss: 0.0310941 | val_loss: 0.0311547 | Time: 2537.99 ms [2020-12-09 18:14:18 main:574] : INFO : Epoch 807 | loss: 0.031092 | val_loss: 0.0311533 | Time: 2466.87 ms [2020-12-09 18:14:21 main:574] : INFO : Epoch 808 | loss: 0.0310931 | val_loss: 0.0311498 | Time: 2509.26 ms [2020-12-09 18:14:23 main:574] : INFO : Epoch 809 | loss: 0.0310912 | val_loss: 0.0311539 | Time: 2471.2 ms [2020-12-09 18:14:26 main:574] : INFO : Epoch 810 | loss: 0.0310887 | val_loss: 0.0311647 | Time: 2482.5 ms [2020-12-09 18:14:28 main:574] : INFO : Epoch 811 | loss: 0.0310901 | val_loss: 0.0311635 | Time: 2502.63 ms [2020-12-09 18:14:31 main:574] : INFO : Epoch 812 | loss: 0.0310903 | val_loss: 0.0311618 | Time: 2558.37 ms [2020-12-09 18:14:34 main:574] : INFO : Epoch 813 | loss: 0.0310877 | val_loss: 0.0311525 | Time: 2457.52 ms [2020-12-09 18:14:36 main:574] : INFO : Epoch 814 | loss: 0.0310873 | val_loss: 0.0311663 | Time: 2461.61 ms [2020-12-09 18:14:39 main:574] : INFO : Epoch 815 | loss: 0.0310877 | val_loss: 0.0311647 | Time: 2511.92 ms [2020-12-09 18:14:41 main:574] : INFO : Epoch 816 | loss: 0.031088 | val_loss: 0.031158 | Time: 2606.34 ms [2020-12-09 18:14:44 main:574] : INFO : Epoch 817 | loss: 0.0310884 | val_loss: 0.0311663 | Time: 2500.31 ms [2020-12-09 18:14:46 main:574] : INFO : Epoch 818 | loss: 0.0310857 | val_loss: 0.0311581 | Time: 2489.03 ms [2020-12-09 18:14:49 main:574] : INFO : Epoch 819 | loss: 0.0310868 | val_loss: 0.0311606 | Time: 2509.56 ms [2020-12-09 18:14:51 main:574] : INFO : Epoch 820 | loss: 0.0310852 | val_loss: 0.0311555 | Time: 2530.66 ms [2020-12-09 18:14:54 main:574] : INFO : Epoch 821 | loss: 0.0310891 | val_loss: 0.0311582 | Time: 2505.41 ms [2020-12-09 18:14:57 main:574] : INFO : Epoch 822 | loss: 0.0310895 | val_loss: 0.0311593 | Time: 2502.7 ms [2020-12-09 18:14:59 main:574] : INFO : Epoch 823 | loss: 0.0310921 | val_loss: 0.0311637 | Time: 2465.75 ms [2020-12-09 18:15:02 main:574] : INFO : Epoch 824 | loss: 0.03109 | val_loss: 0.03116 | Time: 2526.95 ms [2020-12-09 18:15:04 main:574] : INFO : Epoch 825 | loss: 0.0310945 | val_loss: 0.0311688 | Time: 2593.24 ms [2020-12-09 18:15:07 main:574] : INFO : Epoch 826 | loss: 0.031093 | val_loss: 0.0311587 | Time: 2531.75 ms [2020-12-09 18:15:09 main:574] : INFO : Epoch 827 | loss: 0.0310882 | val_loss: 0.0311635 | Time: 2584.19 ms [2020-12-09 18:15:12 main:574] : INFO : Epoch 828 | loss: 0.0310869 | val_loss: 0.0311616 | Time: 2543.2 ms [2020-12-09 18:15:15 main:574] : INFO : Epoch 829 | loss: 0.0310865 | val_loss: 0.0311627 | Time: 2487.35 ms [2020-12-09 18:15:17 main:574] : INFO : Epoch 830 | loss: 0.0310872 | val_loss: 0.0311623 | Time: 2592.56 ms [2020-12-09 18:15:20 main:574] : INFO : Epoch 831 | loss: 0.0310909 | val_loss: 0.0311538 | Time: 2525.09 ms [2020-12-09 18:15:22 main:574] : INFO : Epoch 832 | loss: 0.0310914 | val_loss: 0.0311584 | Time: 2498.55 ms [2020-12-09 18:15:25 main:574] : INFO : Epoch 833 | loss: 0.0310889 | val_loss: 0.0311564 | Time: 2468.86 ms [2020-12-09 18:15:27 main:574] : INFO : Epoch 834 | loss: 0.0310847 | val_loss: 0.0311642 | Time: 2533.46 ms [2020-12-09 18:15:30 main:574] : INFO : Epoch 835 | loss: 0.0310855 | val_loss: 0.0311541 | Time: 2550.03 ms [2020-12-09 18:15:32 main:574] : INFO : Epoch 836 | loss: 0.0310872 | val_loss: 0.0311615 | Time: 2458.65 ms [2020-12-09 18:15:35 main:574] : INFO : Epoch 837 | loss: 0.031084 | val_loss: 0.0311609 | Time: 2469.51 ms [2020-12-09 18:15:38 main:574] : INFO : Epoch 838 | loss: 0.031082 | val_loss: 0.0311589 | Time: 2508.73 ms [2020-12-09 18:15:40 main:574] : INFO : Epoch 839 | loss: 0.0310826 | val_loss: 0.0311587 | Time: 2497.85 ms [2020-12-09 18:15:43 main:574] : INFO : Epoch 840 | loss: 0.0310833 | val_loss: 0.0311602 | Time: 2546.88 ms [2020-12-09 18:15:45 main:574] : INFO : Epoch 841 | loss: 0.0310802 | val_loss: 0.0311589 | Time: 2485.33 ms [2020-12-09 18:15:48 main:574] : INFO : Epoch 842 | loss: 0.0310829 | val_loss: 0.0311621 | Time: 2490.07 ms [2020-12-09 18:15:50 main:574] : INFO : Epoch 843 | loss: 0.0310856 | val_loss: 0.0311705 | Time: 2485.36 ms [2020-12-09 18:15:53 main:574] : INFO : Epoch 844 | loss: 0.031087 | val_loss: 0.0311671 | Time: 2528.74 ms [2020-12-09 18:15:55 main:574] : INFO : Epoch 845 | loss: 0.0310793 | val_loss: 0.0311662 | Time: 2526 ms [2020-12-09 18:15:58 main:574] : INFO : Epoch 846 | loss: 0.0310832 | val_loss: 0.0311733 | Time: 2434.47 ms [2020-12-09 18:16:00 main:574] : INFO : Epoch 847 | loss: 0.0310915 | val_loss: 0.0311591 | Time: 2554.02 ms [2020-12-09 18:16:03 main:574] : INFO : Epoch 848 | loss: 0.0310922 | val_loss: 0.0311668 | Time: 2457.15 ms [2020-12-09 18:16:05 main:574] : INFO : Epoch 849 | loss: 0.0310917 | val_loss: 0.0311635 | Time: 2535.84 ms [2020-12-09 18:16:08 main:574] : INFO : Epoch 850 | loss: 0.0310891 | val_loss: 0.0311652 | Time: 2460.18 ms [2020-12-09 18:16:11 main:574] : INFO : Epoch 851 | loss: 0.0310847 | val_loss: 0.0311548 | Time: 2476.47 ms [2020-12-09 18:16:13 main:574] : INFO : Epoch 852 | loss: 0.0310816 | val_loss: 0.0311604 | Time: 2494.46 ms [2020-12-09 18:16:16 main:574] : INFO : Epoch 853 | loss: 0.0311002 | val_loss: 0.0311714 | Time: 2472.18 ms [2020-12-09 18:16:18 main:574] : INFO : Epoch 854 | loss: 0.0311094 | val_loss: 0.0311649 | Time: 2523.03 ms [2020-12-09 18:16:21 main:574] : INFO : Epoch 855 | loss: 0.0311078 | val_loss: 0.031165 | Time: 2497.82 ms [2020-12-09 18:16:23 main:574] : INFO : Epoch 856 | loss: 0.0311204 | val_loss: 0.0311557 | Time: 2550.42 ms [2020-12-09 18:16:26 main:574] : INFO : Epoch 857 | loss: 0.031111 | val_loss: 0.0311604 | Time: 2497.02 ms [2020-12-09 18:16:28 main:574] : INFO : Epoch 858 | loss: 0.0311059 | val_loss: 0.0311584 | Time: 2489.37 ms [2020-12-09 18:16:31 main:574] : INFO : Epoch 859 | loss: 0.0311027 | val_loss: 0.0311612 | Time: 2522.88 ms [2020-12-09 18:16:33 main:574] : INFO : Epoch 860 | loss: 0.0310999 | val_loss: 0.0311666 | Time: 2494.06 ms [2020-12-09 18:16:36 main:574] : INFO : Epoch 861 | loss: 0.0311005 | val_loss: 0.0311647 | Time: 2463.57 ms [2020-12-09 18:16:38 main:574] : INFO : Epoch 862 | loss: 0.031101 | val_loss: 0.0311643 | Time: 2484.38 ms [2020-12-09 18:16:41 main:574] : INFO : Epoch 863 | loss: 0.0310956 | val_loss: 0.031168 | Time: 2580.74 ms [2020-12-09 18:16:44 main:574] : INFO : Epoch 864 | loss: 0.0310978 | val_loss: 0.0311591 | Time: 2558.05 ms [2020-12-09 18:16:46 main:574] : INFO : Epoch 865 | loss: 0.031101 | val_loss: 0.0311676 | Time: 2487.25 ms [2020-12-09 18:16:49 main:574] : INFO : Epoch 866 | loss: 0.0310999 | val_loss: 0.0311575 | Time: 2527.63 ms [2020-12-09 18:16:51 main:574] : INFO : Epoch 867 | loss: 0.0310969 | val_loss: 0.0311694 | Time: 2506.31 ms [2020-12-09 18:16:54 main:574] : INFO : Epoch 868 | loss: 0.0310919 | val_loss: 0.0311629 | Time: 2530.55 ms [2020-12-09 18:16:56 main:574] : INFO : Epoch 869 | loss: 0.0310899 | val_loss: 0.0311659 | Time: 2478.98 ms [2020-12-09 18:16:59 main:574] : INFO : Epoch 870 | loss: 0.0310869 | val_loss: 0.0311615 | Time: 2435.88 ms [2020-12-09 18:17:01 main:574] : INFO : Epoch 871 | loss: 0.031085 | val_loss: 0.0311804 | Time: 2522.9 ms [2020-12-09 18:17:04 main:574] : INFO : Epoch 872 | loss: 0.0310889 | val_loss: 0.0311651 | Time: 2527.68 ms [2020-12-09 18:17:07 main:574] : INFO : Epoch 873 | loss: 0.0310821 | val_loss: 0.0311669 | Time: 2513.64 ms [2020-12-09 18:17:09 main:574] : INFO : Epoch 874 | loss: 0.0310804 | val_loss: 0.0311625 | Time: 2507.03 ms [2020-12-09 18:17:12 main:574] : INFO : Epoch 875 | loss: 0.0310794 | val_loss: 0.0311667 | Time: 2504.08 ms [2020-12-09 18:17:14 main:574] : INFO : Epoch 876 | loss: 0.0310831 | val_loss: 0.0311679 | Time: 2488.62 ms [2020-12-09 18:17:17 main:574] : INFO : Epoch 877 | loss: 0.0310808 | val_loss: 0.0311638 | Time: 2587.21 ms [2020-12-09 18:17:19 main:574] : INFO : Epoch 878 | loss: 0.0310832 | val_loss: 0.031162 | Time: 2483.55 ms [2020-12-09 18:17:22 main:574] : INFO : Epoch 879 | loss: 0.031082 | val_loss: 0.0311602 | Time: 2499.39 ms [2020-12-09 18:17:24 main:574] : INFO : Epoch 880 | loss: 0.0310823 | val_loss: 0.0311647 | Time: 2442.73 ms [2020-12-09 18:17:27 main:574] : INFO : Epoch 881 | loss: 0.0310843 | val_loss: 0.0311726 | Time: 2526.84 ms [2020-12-09 18:17:30 main:574] : INFO : Epoch 882 | loss: 0.0310903 | val_loss: 0.0311739 | Time: 2542.64 ms [2020-12-09 18:17:32 main:574] : INFO : Epoch 883 | loss: 0.0310857 | val_loss: 0.0311694 | Time: 2504.22 ms [2020-12-09 18:17:35 main:574] : INFO : Epoch 884 | loss: 0.0310837 | val_loss: 0.0311666 | Time: 2517.23 ms [2020-12-09 18:17:37 main:574] : INFO : Epoch 885 | loss: 0.0310799 | val_loss: 0.0311742 | Time: 2517.2 ms [2020-12-09 18:17:40 main:574] : INFO : Epoch 886 | loss: 0.0310799 | val_loss: 0.0311705 | Time: 2505.55 ms [2020-12-09 18:17:42 main:574] : INFO : Epoch 887 | loss: 0.0310821 | val_loss: 0.0311651 | Time: 2526.02 ms [2020-12-09 18:17:45 main:574] : INFO : Epoch 888 | loss: 0.0310828 | val_loss: 0.0311718 | Time: 2463.19 ms [2020-12-09 18:17:47 main:574] : INFO : Epoch 889 | loss: 0.0310835 | val_loss: 0.0311683 | Time: 2491.01 ms [2020-12-09 18:17:50 main:574] : INFO : Epoch 890 | loss: 0.0310829 | val_loss: 0.0311703 | Time: 2443.92 ms [2020-12-09 18:17:52 main:574] : INFO : Epoch 891 | loss: 0.0310917 | val_loss: 0.0311593 | Time: 2491.15 ms [2020-12-09 18:17:55 main:574] : INFO : Epoch 892 | loss: 0.0310948 | val_loss: 0.0311647 | Time: 2556.51 ms [2020-12-09 18:17:57 main:574] : INFO : Epoch 893 | loss: 0.0310937 | val_loss: 0.0311652 | Time: 2474.42 ms [2020-12-09 18:18:00 main:574] : INFO : Epoch 894 | loss: 0.0310901 | val_loss: 0.0311654 | Time: 2502.7 ms [2020-12-09 18:18:02 main:574] : INFO : Epoch 895 | loss: 0.0310938 | val_loss: 0.0311661 | Time: 2469.52 ms [2020-12-09 18:18:05 main:574] : INFO : Epoch 896 | loss: 0.0310879 | val_loss: 0.0311574 | Time: 2536.84 ms [2020-12-09 18:18:07 main:574] : INFO : Epoch 897 | loss: 0.031084 | val_loss: 0.031161 | Time: 2441.01 ms [2020-12-09 18:18:10 main:574] : INFO : Epoch 898 | loss: 0.0310853 | val_loss: 0.0311624 | Time: 2499.45 ms [2020-12-09 18:18:13 main:574] : INFO : Epoch 899 | loss: 0.0310819 | val_loss: 0.0311707 | Time: 2479.49 ms [2020-12-09 18:18:15 main:574] : INFO : Epoch 900 | loss: 0.0310853 | val_loss: 0.0311585 | Time: 2470.89 ms [2020-12-09 18:18:18 main:574] : INFO : Epoch 901 | loss: 0.0310981 | val_loss: 0.0311601 | Time: 2479.73 ms [2020-12-09 18:18:20 main:574] : INFO : Epoch 902 | loss: 0.031097 | val_loss: 0.0311553 | Time: 2541.26 ms [2020-12-09 18:18:23 main:574] : INFO : Epoch 903 | loss: 0.0310998 | val_loss: 0.0311577 | Time: 2742.51 ms [2020-12-09 18:18:26 main:574] : INFO : Epoch 904 | loss: 0.0310956 | val_loss: 0.0311602 | Time: 2499.8 ms [2020-12-09 18:18:28 main:574] : INFO : Epoch 905 | loss: 0.0310937 | val_loss: 0.0311558 | Time: 2416.9 ms [2020-12-09 18:18:31 main:574] : INFO : Epoch 906 | loss: 0.0310915 | val_loss: 0.031166 | Time: 2557.21 ms [2020-12-09 18:18:33 main:574] : INFO : Epoch 907 | loss: 0.0310886 | val_loss: 0.0311685 | Time: 2448.97 ms [2020-12-09 18:18:36 main:574] : INFO : Epoch 908 | loss: 0.0311098 | val_loss: 0.031154 | Time: 2497.2 ms [2020-12-09 18:18:38 main:574] : INFO : Epoch 909 | loss: 0.0311005 | val_loss: 0.0311641 | Time: 2515.27 ms [2020-12-09 18:18:41 main:574] : INFO : Epoch 910 | loss: 0.0310942 | val_loss: 0.0311588 | Time: 2438.67 ms [2020-12-09 18:18:43 main:574] : INFO : Epoch 911 | loss: 0.0310877 | val_loss: 0.0311588 | Time: 2550.84 ms [2020-12-09 18:18:46 main:574] : INFO : Epoch 912 | loss: 0.0310832 | val_loss: 0.0311601 | Time: 2457.28 ms [2020-12-09 18:18:48 main:574] : INFO : Epoch 913 | loss: 0.0310821 | val_loss: 0.0311703 | Time: 2539.22 ms [2020-12-09 18:18:51 main:574] : INFO : Epoch 914 | loss: 0.0310818 | val_loss: 0.0311675 | Time: 2522.5 ms [2020-12-09 18:18:53 main:574] : INFO : Epoch 915 | loss: 0.0310811 | val_loss: 0.031164 | Time: 2546.23 ms [2020-12-09 18:18:56 main:574] : INFO : Epoch 916 | loss: 0.0310784 | val_loss: 0.0311629 | Time: 2516.98 ms [2020-12-09 18:18:59 main:574] : INFO : Epoch 917 | loss: 0.0310803 | val_loss: 0.0311602 | Time: 2464.01 ms [2020-12-09 18:19:01 main:574] : INFO : Epoch 918 | loss: 0.031081 | val_loss: 0.0311678 | Time: 2527.29 ms [2020-12-09 18:19:04 main:574] : INFO : Epoch 919 | loss: 0.0310804 | val_loss: 0.0311603 | Time: 2436.23 ms [2020-12-09 18:19:06 main:574] : INFO : Epoch 920 | loss: 0.031081 | val_loss: 0.031162 | Time: 2565.02 ms [2020-12-09 18:19:09 main:574] : INFO : Epoch 921 | loss: 0.0310794 | val_loss: 0.0311567 | Time: 2474.9 ms [2020-12-09 18:19:11 main:574] : INFO : Epoch 922 | loss: 0.0310803 | val_loss: 0.03116 | Time: 2556.83 ms [2020-12-09 18:19:14 main:574] : INFO : Epoch 923 | loss: 0.0310834 | val_loss: 0.0311601 | Time: 2476.51 ms [2020-12-09 18:19:16 main:574] : INFO : Epoch 924 | loss: 0.0310835 | val_loss: 0.0311614 | Time: 2532.14 ms [2020-12-09 18:19:19 main:574] : INFO : Epoch 925 | loss: 0.0310921 | val_loss: 0.0311549 | Time: 2542.67 ms [2020-12-09 18:19:22 main:574] : INFO : Epoch 926 | loss: 0.0310856 | val_loss: 0.0311644 | Time: 2511.9 ms [2020-12-09 18:19:24 main:574] : INFO : Epoch 927 | loss: 0.0310841 | val_loss: 0.0311541 | Time: 2477.61 ms [2020-12-09 18:19:27 main:574] : INFO : Epoch 928 | loss: 0.0310909 | val_loss: 0.0311575 | Time: 2536.62 ms [2020-12-09 18:19:29 main:574] : INFO : Epoch 929 | loss: 0.0310849 | val_loss: 0.0311636 | Time: 2493.03 ms [2020-12-09 18:19:32 main:574] : INFO : Epoch 930 | loss: 0.0310819 | val_loss: 0.0311564 | Time: 2503.9 ms [2020-12-09 18:19:34 main:574] : INFO : Epoch 931 | loss: 0.0310828 | val_loss: 0.0311608 | Time: 2526.23 ms [2020-12-09 18:19:37 main:574] : INFO : Epoch 932 | loss: 0.0310812 | val_loss: 0.031165 | Time: 2528.57 ms [2020-12-09 18:19:40 main:574] : INFO : Epoch 933 | loss: 0.0310808 | val_loss: 0.0311629 | Time: 2569.81 ms [2020-12-09 18:19:42 main:574] : INFO : Epoch 934 | loss: 0.0310854 | val_loss: 0.0311707 | Time: 2504.8 ms [2020-12-09 18:19:45 main:574] : INFO : Epoch 935 | loss: 0.0310852 | val_loss: 0.0311689 | Time: 2509.59 ms [2020-12-09 18:19:47 main:574] : INFO : Epoch 936 | loss: 0.0310877 | val_loss: 0.0311677 | Time: 2506.6 ms [2020-12-09 18:19:50 main:574] : INFO : Epoch 937 | loss: 0.0310845 | val_loss: 0.0311606 | Time: 2488.73 ms [2020-12-09 18:19:52 main:574] : INFO : Epoch 938 | loss: 0.0310819 | val_loss: 0.0311702 | Time: 2484.87 ms [2020-12-09 18:19:55 main:574] : INFO : Epoch 939 | loss: 0.0310804 | val_loss: 0.0311686 | Time: 2484.73 ms [2020-12-09 18:19:57 main:574] : INFO : Epoch 940 | loss: 0.0310798 | val_loss: 0.0311658 | Time: 2569.78 ms [2020-12-09 18:20:00 main:574] : INFO : Epoch 941 | loss: 0.0310772 | val_loss: 0.0311692 | Time: 2595.05 ms [2020-12-09 18:20:03 main:574] : INFO : Epoch 942 | loss: 0.0310783 | val_loss: 0.0311663 | Time: 2550.34 ms [2020-12-09 18:20:05 main:574] : INFO : Epoch 943 | loss: 0.0310759 | val_loss: 0.0311652 | Time: 2482.41 ms [2020-12-09 18:20:08 main:574] : INFO : Epoch 944 | loss: 0.0310758 | val_loss: 0.0311663 | Time: 2561.49 ms [2020-12-09 18:20:11 main:574] : INFO : Epoch 945 | loss: 0.0310747 | val_loss: 0.0311667 | Time: 2549.58 ms [2020-12-09 18:20:13 main:574] : INFO : Epoch 946 | loss: 0.0310751 | val_loss: 0.0311665 | Time: 2523.71 ms [2020-12-09 18:20:16 main:574] : INFO : Epoch 947 | loss: 0.0310795 | val_loss: 0.0311777 | Time: 2503.76 ms [2020-12-09 18:20:18 main:574] : INFO : Epoch 948 | loss: 0.0310817 | val_loss: 0.0311635 | Time: 2532.43 ms [2020-12-09 18:20:21 main:574] : INFO : Epoch 949 | loss: 0.0310895 | val_loss: 0.0311515 | Time: 2517.97 ms [2020-12-09 18:20:23 main:574] : INFO : Epoch 950 | loss: 0.0310904 | val_loss: 0.0311602 | Time: 2531.59 ms [2020-12-09 18:20:26 main:574] : INFO : Epoch 951 | loss: 0.0310894 | val_loss: 0.0311678 | Time: 2522.18 ms [2020-12-09 18:20:28 main:574] : INFO : Epoch 952 | loss: 0.0310889 | val_loss: 0.0311697 | Time: 2554.5 ms [2020-12-09 18:20:31 main:574] : INFO : Epoch 953 | loss: 0.031085 | val_loss: 0.0311658 | Time: 2455.43 ms [2020-12-09 18:20:34 main:574] : INFO : Epoch 954 | loss: 0.0311001 | val_loss: 0.0311569 | Time: 2494.58 ms [2020-12-09 18:20:36 main:574] : INFO : Epoch 955 | loss: 0.0310914 | val_loss: 0.0311601 | Time: 2497.04 ms [2020-12-09 18:20:39 main:574] : INFO : Epoch 956 | loss: 0.0310911 | val_loss: 0.0311495 | Time: 2587.83 ms [2020-12-09 18:20:41 main:574] : INFO : Epoch 957 | loss: 0.0310918 | val_loss: 0.0311622 | Time: 2493.05 ms [2020-12-09 18:20:44 main:574] : INFO : Epoch 958 | loss: 0.0310868 | val_loss: 0.031152 | Time: 2488.52 ms [2020-12-09 18:20:46 main:574] : INFO : Epoch 959 | loss: 0.0310855 | val_loss: 0.0311697 | Time: 2431.58 ms [2020-12-09 18:20:49 main:574] : INFO : Epoch 960 | loss: 0.0310873 | val_loss: 0.0311594 | Time: 2515.54 ms [2020-12-09 18:20:51 main:574] : INFO : Epoch 961 | loss: 0.0310788 | val_loss: 0.0311613 | Time: 2567.06 ms [2020-12-09 18:20:54 main:574] : INFO : Epoch 962 | loss: 0.0310807 | val_loss: 0.0311537 | Time: 2512.4 ms [2020-12-09 18:20:57 main:574] : INFO : Epoch 963 | loss: 0.0310792 | val_loss: 0.0311573 | Time: 2507.87 ms [2020-12-09 18:20:59 main:574] : INFO : Epoch 964 | loss: 0.0310833 | val_loss: 0.0311667 | Time: 2486.85 ms [2020-12-09 18:21:02 main:574] : INFO : Epoch 965 | loss: 0.0310812 | val_loss: 0.0311615 | Time: 2516.66 ms [2020-12-09 18:21:04 main:574] : INFO : Epoch 966 | loss: 0.0310777 | val_loss: 0.0311703 | Time: 2490.71 ms [2020-12-09 18:21:07 main:574] : INFO : Epoch 967 | loss: 0.0310756 | val_loss: 0.0311696 | Time: 2462.64 ms [2020-12-09 18:21:09 main:574] : INFO : Epoch 968 | loss: 0.0310901 | val_loss: 0.0311544 | Time: 2543.03 ms [2020-12-09 18:21:12 main:574] : INFO : Epoch 969 | loss: 0.0311028 | val_loss: 0.0311502 | Time: 2497.83 ms [2020-12-09 18:21:14 main:574] : INFO : Epoch 970 | loss: 0.0311003 | val_loss: 0.0311539 | Time: 2535.21 ms [2020-12-09 18:21:17 main:574] : INFO : Epoch 971 | loss: 0.0310946 | val_loss: 0.0311538 | Time: 2489.82 ms [2020-12-09 18:21:19 main:574] : INFO : Epoch 972 | loss: 0.0310872 | val_loss: 0.0311504 | Time: 2497.21 ms [2020-12-09 18:21:22 main:574] : INFO : Epoch 973 | loss: 0.0310857 | val_loss: 0.0311534 | Time: 2483.34 ms [2020-12-09 18:21:25 main:574] : INFO : Epoch 974 | loss: 0.0310814 | val_loss: 0.0311527 | Time: 2555.23 ms [2020-12-09 18:21:27 main:574] : INFO : Epoch 975 | loss: 0.0310826 | val_loss: 0.0311572 | Time: 2549.84 ms [2020-12-09 18:21:30 main:574] : INFO : Epoch 976 | loss: 0.0310777 | val_loss: 0.0311674 | Time: 2466.32 ms [2020-12-09 18:21:32 main:574] : INFO : Epoch 977 | loss: 0.0310778 | val_loss: 0.0311625 | Time: 2522.94 ms [2020-12-09 18:21:35 main:574] : INFO : Epoch 978 | loss: 0.0310781 | val_loss: 0.0311602 | Time: 2435.01 ms [2020-12-09 18:21:37 main:574] : INFO : Epoch 979 | loss: 0.0310796 | val_loss: 0.0311598 | Time: 2434.65 ms [2020-12-09 18:21:40 main:574] : INFO : Epoch 980 | loss: 0.0310877 | val_loss: 0.0311531 | Time: 2500.37 ms [2020-12-09 18:21:42 main:574] : INFO : Epoch 981 | loss: 0.031083 | val_loss: 0.0311501 | Time: 2451.13 ms [2020-12-09 18:21:45 main:574] : INFO : Epoch 982 | loss: 0.0310796 | val_loss: 0.0311531 | Time: 2509.08 ms [2020-12-09 18:21:47 main:574] : INFO : Epoch 983 | loss: 0.0310766 | val_loss: 0.0311701 | Time: 2468.38 ms [2020-12-09 18:21:50 main:574] : INFO : Epoch 984 | loss: 0.0310769 | val_loss: 0.03116 | Time: 2481.42 ms [2020-12-09 18:21:52 main:574] : INFO : Epoch 985 | loss: 0.0310743 | val_loss: 0.0311643 | Time: 2494.24 ms [2020-12-09 18:21:55 main:574] : INFO : Epoch 986 | loss: 0.0310703 | val_loss: 0.0311599 | Time: 2454.97 ms [2020-12-09 18:21:57 main:574] : INFO : Epoch 987 | loss: 0.031072 | val_loss: 0.0311544 | Time: 2506.8 ms [2020-12-09 18:22:00 main:574] : INFO : Epoch 988 | loss: 0.0310712 | val_loss: 0.0311518 | Time: 2517.84 ms [2020-12-09 18:22:02 main:574] : INFO : Epoch 989 | loss: 0.0310722 | val_loss: 0.0311549 | Time: 2458.58 ms [2020-12-09 18:22:05 main:574] : INFO : Epoch 990 | loss: 0.0310718 | val_loss: 0.0311573 | Time: 2547.23 ms [2020-12-09 18:22:08 main:574] : INFO : Epoch 991 | loss: 0.0310721 | val_loss: 0.0311673 | Time: 2445.53 ms [2020-12-09 18:22:10 main:574] : INFO : Epoch 992 | loss: 0.0310716 | val_loss: 0.0311655 | Time: 2510.41 ms [2020-12-09 18:22:13 main:574] : INFO : Epoch 993 | loss: 0.031069 | val_loss: 0.0311701 | Time: 2513.54 ms [2020-12-09 18:22:15 main:574] : INFO : Epoch 994 | loss: 0.0310682 | val_loss: 0.0311648 | Time: 2489.15 ms [2020-12-09 18:22:18 main:574] : INFO : Epoch 995 | loss: 0.03107 | val_loss: 0.0311638 | Time: 2502.37 ms [2020-12-09 18:22:20 main:574] : INFO : Epoch 996 | loss: 0.0310707 | val_loss: 0.0311669 | Time: 2475.08 ms [2020-12-09 18:22:23 main:574] : INFO : Epoch 997 | loss: 0.0310706 | val_loss: 0.0311611 | Time: 2540.32 ms [2020-12-09 18:22:25 main:574] : INFO : Epoch 998 | loss: 0.0310716 | val_loss: 0.0311603 | Time: 2490.11 ms [2020-12-09 18:22:28 main:574] : INFO : Epoch 999 | loss: 0.0310754 | val_loss: 0.031159 | Time: 2507.64 ms [2020-12-09 18:22:30 main:574] : INFO : Epoch 1000 | loss: 0.0310802 | val_loss: 0.0311571 | Time: 2487.42 ms [2020-12-09 18:22:33 main:574] : INFO : Epoch 1001 | loss: 0.0310813 | val_loss: 0.0311587 | Time: 2574.99 ms [2020-12-09 18:22:36 main:574] : INFO : Epoch 1002 | loss: 0.0310781 | val_loss: 0.0311639 | Time: 2438.76 ms [2020-12-09 18:22:38 main:574] : INFO : Epoch 1003 | loss: 0.0310768 | val_loss: 0.0311557 | Time: 2477.12 ms [2020-12-09 18:22:41 main:574] : INFO : Epoch 1004 | loss: 0.0310833 | val_loss: 0.0311622 | Time: 2491.2 ms [2020-12-09 18:22:43 main:574] : INFO : Epoch 1005 | loss: 0.0310838 | val_loss: 0.0311639 | Time: 2445.32 ms [2020-12-09 18:22:46 main:574] : INFO : Epoch 1006 | loss: 0.0310865 | val_loss: 0.0311589 | Time: 2461.78 ms [2020-12-09 18:22:48 main:574] : INFO : Epoch 1007 | loss: 0.031086 | val_loss: 0.0311582 | Time: 2502.81 ms [2020-12-09 18:22:51 main:574] : INFO : Epoch 1008 | loss: 0.0310786 | val_loss: 0.0311582 | Time: 2440.71 ms [2020-12-09 18:22:53 main:574] : INFO : Epoch 1009 | loss: 0.0310782 | val_loss: 0.031161 | Time: 2525.8 ms [2020-12-09 18:22:56 main:574] : INFO : Epoch 1010 | loss: 0.0310718 | val_loss: 0.0311687 | Time: 2453.08 ms [2020-12-09 18:22:58 main:574] : INFO : Epoch 1011 | loss: 0.0310707 | val_loss: 0.0311704 | Time: 2435.43 ms [2020-12-09 18:23:01 main:574] : INFO : Epoch 1012 | loss: 0.0310691 | val_loss: 0.0311585 | Time: 2531.94 ms [2020-12-09 18:23:03 main:574] : INFO : Epoch 1013 | loss: 0.0310746 | val_loss: 0.0311668 | Time: 2517.7 ms [2020-12-09 18:23:06 main:574] : INFO : Epoch 1014 | loss: 0.0310749 | val_loss: 0.0311636 | Time: 2449.3 ms [2020-12-09 18:23:08 main:574] : INFO : Epoch 1015 | loss: 0.0310772 | val_loss: 0.0311701 | Time: 2463.9 ms [2020-12-09 18:23:11 main:574] : INFO : Epoch 1016 | loss: 0.0310753 | val_loss: 0.0311655 | Time: 2493.3 ms [2020-12-09 18:23:13 main:574] : INFO : Epoch 1017 | loss: 0.0310722 | val_loss: 0.0311598 | Time: 2498.62 ms [2020-12-09 18:23:16 main:574] : INFO : Epoch 1018 | loss: 0.0310725 | val_loss: 0.0311636 | Time: 2492.7 ms [2020-12-09 18:23:18 main:574] : INFO : Epoch 1019 | loss: 0.031071 | val_loss: 0.0311755 | Time: 2478.91 ms [2020-12-09 18:23:21 main:574] : INFO : Epoch 1020 | loss: 0.0310742 | val_loss: 0.0311702 | Time: 2468.64 ms [2020-12-09 18:23:23 main:574] : INFO : Epoch 1021 | loss: 0.0310703 | val_loss: 0.031168 | Time: 2458.35 ms [2020-12-09 18:23:26 main:574] : INFO : Epoch 1022 | loss: 0.031069 | val_loss: 0.0311643 | Time: 2546 ms [2020-12-09 18:23:28 main:574] : INFO : Epoch 1023 | loss: 0.0310689 | val_loss: 0.0311604 | Time: 2473.52 ms [2020-12-09 18:23:31 main:574] : INFO : Epoch 1024 | loss: 0.0310689 | val_loss: 0.03116 | Time: 2486.75 ms [2020-12-09 18:23:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03116 [2020-12-09 18:23:31 main:603] : INFO : Saving end state to config to file [2020-12-09 18:23:31 main:608] : INFO : Success, exiting.. 18:23:31 (12760): 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)