Task 3365104
| Name | ParityMachine-1605454664-8804-7_0 |
| Workunit | 1623790 |
| Created | 20 Dec 2020, 15:06:18 UTC |
| Sent | 21 Dec 2020, 20:45:52 UTC |
| Report deadline | 28 Dec 2020, 20:45:52 UTC |
| Received | 23 Dec 2020, 0:36:36 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 53 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> INFO : Epoch 514 | loss: 0.0311269 | val_loss: 0.0311829 | Time: 2545.25 ms [2020-12-22 16:14:42 main:574] : INFO : Epoch 515 | loss: 0.0311336 | val_loss: 0.031172 | Time: 2542.2 ms [2020-12-22 16:14:44 main:574] : INFO : Epoch 516 | loss: 0.0311309 | val_loss: 0.031171 | Time: 2546.7 ms [2020-12-22 16:14:47 main:574] : INFO : Epoch 517 | loss: 0.0311324 | val_loss: 0.0311727 | Time: 2542.28 ms [2020-12-22 16:14:50 main:574] : INFO : Epoch 518 | loss: 0.0311294 | val_loss: 0.031177 | Time: 2543.55 ms [2020-12-22 16:14:52 main:574] : INFO : Epoch 519 | loss: 0.0311349 | val_loss: 0.0311732 | Time: 2543.88 ms [2020-12-22 16:14:55 main:574] : INFO : Epoch 520 | loss: 0.0311362 | val_loss: 0.0311761 | Time: 2554.04 ms [2020-12-22 16:14:57 main:574] : INFO : Epoch 521 | loss: 0.0311324 | val_loss: 0.0311799 | Time: 2545.35 ms [2020-12-22 16:15:00 main:574] : INFO : Epoch 522 | loss: 0.0311339 | val_loss: 0.031177 | Time: 2538.45 ms [2020-12-22 16:15:02 main:574] : INFO : Epoch 523 | loss: 0.0311347 | val_loss: 0.0311724 | Time: 2537.37 ms [2020-12-22 16:15:05 main:574] : INFO : Epoch 524 | loss: 0.0311363 | val_loss: 0.0311884 | Time: 2549.03 ms [2020-12-22 16:15:07 main:574] : INFO : Epoch 525 | loss: 0.0311432 | val_loss: 0.0311741 | Time: 2545.28 ms [2020-12-22 16:15:10 main:574] : INFO : Epoch 526 | loss: 0.0311373 | val_loss: 0.0311738 | Time: 2550.55 ms [2020-12-22 16:15:13 main:574] : INFO : Epoch 527 | loss: 0.0311359 | val_loss: 0.0311736 | Time: 2537.13 ms [2020-12-22 16:15:15 main:574] : INFO : Epoch 528 | loss: 0.0311349 | val_loss: 0.0311771 | Time: 2545.23 ms [2020-12-22 16:15:18 main:574] : INFO : Epoch 529 | loss: 0.0311341 | val_loss: 0.0311715 | Time: 2551.04 ms [2020-12-22 16:15:20 main:574] : INFO : Epoch 530 | loss: 0.031134 | val_loss: 0.0311835 | Time: 2543.56 ms [2020-12-22 16:15:23 main:574] : INFO : Epoch 531 | loss: 0.0311337 | val_loss: 0.0311771 | Time: 2538.93 ms [2020-12-22 16:15:25 main:574] : INFO : Epoch 532 | loss: 0.0311332 | val_loss: 0.0311761 | Time: 2552.63 ms [2020-12-22 16:15:28 main:574] : INFO : Epoch 533 | loss: 0.0311304 | val_loss: 0.0311755 | Time: 2558.07 ms [2020-12-22 16:15:30 main:574] : INFO : Epoch 534 | loss: 0.0311301 | val_loss: 0.0311721 | Time: 2555.84 ms [2020-12-22 16:15:33 main:574] : INFO : Epoch 535 | loss: 0.0311312 | val_loss: 0.0311734 | Time: 2541.42 ms [2020-12-22 16:15:36 main:574] : INFO : Epoch 536 | loss: 0.0311312 | val_loss: 0.0311739 | Time: 2546.18 ms [2020-12-22 16:15:38 main:574] : INFO : Epoch 537 | loss: 0.0311311 | val_loss: 0.0311751 | Time: 2540.87 ms [2020-12-22 16:15:41 main:574] : INFO : Epoch 538 | loss: 0.031132 | val_loss: 0.0311778 | Time: 2548.04 ms [2020-12-22 16:15:43 main:574] : INFO : Epoch 539 | loss: 0.0311305 | val_loss: 0.0311745 | Time: 2543.85 ms [2020-12-22 16:15:46 main:574] : INFO : Epoch 540 | loss: 0.031136 | val_loss: 0.0311773 | Time: 2554.94 ms [2020-12-22 16:15:48 main:574] : INFO : Epoch 541 | loss: 0.03113 | val_loss: 0.0311805 | Time: 2543.96 ms [2020-12-22 16:15:51 main:574] : INFO : Epoch 542 | loss: 0.0311295 | val_loss: 0.0311752 | Time: 2546.66 ms [2020-12-22 16:15:53 main:574] : INFO : Epoch 543 | loss: 0.0311276 | val_loss: 0.0311734 | Time: 2544.84 ms [2020-12-22 16:15:56 main:574] : INFO : Epoch 544 | loss: 0.0311277 | val_loss: 0.0311719 | Time: 2547.44 ms [2020-12-22 16:15:58 main:574] : INFO : Epoch 545 | loss: 0.03113 | val_loss: 0.0311747 | Time: 2547.57 ms [2020-12-22 16:16:01 main:574] : INFO : Epoch 546 | loss: 0.0311285 | val_loss: 0.0311754 | Time: 2553.02 ms [2020-12-22 16:16:04 main:574] : INFO : Epoch 547 | loss: 0.0311299 | val_loss: 0.0311772 | Time: 2543.46 ms [2020-12-22 16:16:06 main:574] : INFO : Epoch 548 | loss: 0.0311314 | val_loss: 0.0311797 | Time: 2547.95 ms [2020-12-22 16:16:09 main:574] : INFO : Epoch 549 | loss: 0.0311307 | val_loss: 0.0311898 | Time: 2570.74 ms [2020-12-22 16:16:11 main:574] : INFO : Epoch 550 | loss: 0.03113 | val_loss: 0.0311848 | Time: 2551.01 ms [2020-12-22 16:16:14 main:574] : INFO : Epoch 551 | loss: 0.0311286 | val_loss: 0.0311792 | Time: 2538.91 ms [2020-12-22 16:16:16 main:574] : INFO : Epoch 552 | loss: 0.0311276 | val_loss: 0.0311759 | Time: 2541.55 ms [2020-12-22 16:16:19 main:574] : INFO : Epoch 553 | loss: 0.0311311 | val_loss: 0.0311759 | Time: 2540.56 ms [2020-12-22 16:16:21 main:574] : INFO : Epoch 554 | loss: 0.0311307 | val_loss: 0.0311783 | Time: 2552.92 ms [2020-12-22 16:16:24 main:574] : INFO : Epoch 555 | loss: 0.0311316 | val_loss: 0.0311737 | Time: 2546.68 ms [2020-12-22 16:16:27 main:574] : INFO : Epoch 556 | loss: 0.0311306 | val_loss: 0.0311741 | Time: 2548.41 ms [2020-12-22 16:16:29 main:574] : INFO : Epoch 557 | loss: 0.0311278 | val_loss: 0.0311747 | Time: 2539.48 ms [2020-12-22 16:16:32 main:574] : INFO : Epoch 558 | loss: 0.0311285 | val_loss: 0.0311821 | Time: 2551.45 ms [2020-12-22 16:16:34 main:574] : INFO : Epoch 559 | loss: 0.031129 | val_loss: 0.0311719 | Time: 2549.9 ms [2020-12-22 16:16:37 main:574] : INFO : Epoch 560 | loss: 0.0311312 | val_loss: 0.0311728 | Time: 2539.81 ms [2020-12-22 16:16:39 main:574] : INFO : Epoch 561 | loss: 0.0311361 | val_loss: 0.0311742 | Time: 2542.73 ms [2020-12-22 16:16:42 main:574] : INFO : Epoch 562 | loss: 0.03114 | val_loss: 0.0311709 | Time: 2543.92 ms [2020-12-22 16:16:44 main:574] : INFO : Epoch 563 | loss: 0.031139 | val_loss: 0.0311701 | Time: 2543.54 ms [2020-12-22 16:16:47 main:574] : INFO : Epoch 564 | loss: 0.0311358 | val_loss: 0.0311793 | Time: 2542.19 ms [2020-12-22 16:16:49 main:574] : INFO : Epoch 565 | loss: 0.0311352 | val_loss: 0.0311787 | Time: 2535.52 ms [2020-12-22 16:16:52 main:574] : INFO : Epoch 566 | loss: 0.0311382 | val_loss: 0.0311841 | Time: 2536.05 ms [2020-12-22 16:16:55 main:574] : INFO : Epoch 567 | loss: 0.0311358 | val_loss: 0.0311818 | Time: 2546.35 ms [2020-12-22 16:16:57 main:574] : INFO : Epoch 568 | loss: 0.031132 | val_loss: 0.0311722 | Time: 2537.25 ms [2020-12-22 16:17:00 main:574] : INFO : Epoch 569 | loss: 0.0311309 | val_loss: 0.0311762 | Time: 2547.79 ms [2020-12-22 16:17:02 main:574] : INFO : Epoch 570 | loss: 0.0311298 | val_loss: 0.0311755 | Time: 2540.85 ms [2020-12-22 16:17:05 main:574] : INFO : Epoch 571 | loss: 0.0311343 | val_loss: 0.0311751 | Time: 2546.33 ms [2020-12-22 16:17:07 main:574] : INFO : Epoch 572 | loss: 0.0311285 | val_loss: 0.0311738 | Time: 2552.09 ms [2020-12-22 16:17:10 main:574] : INFO : Epoch 573 | loss: 0.0311289 | val_loss: 0.0311722 | Time: 2557.98 ms [2020-12-22 16:17:12 main:574] : INFO : Epoch 574 | loss: 0.031129 | val_loss: 0.031176 | Time: 2539.81 ms [2020-12-22 16:17:15 main:574] : INFO : Epoch 575 | loss: 0.0311307 | val_loss: 0.031182 | Time: 2550.78 ms [2020-12-22 16:17:18 main:574] : INFO : Epoch 576 | loss: 0.0311276 | val_loss: 0.0311794 | Time: 2539.49 ms [2020-12-22 16:17:20 main:574] : INFO : Epoch 577 | loss: 0.0311295 | val_loss: 0.0311765 | Time: 2532.37 ms [2020-12-22 16:17:23 main:574] : INFO : Epoch 578 | loss: 0.0311284 | val_loss: 0.0311785 | Time: 2547.14 ms [2020-12-22 16:17:25 main:574] : INFO : Epoch 579 | loss: 0.0311263 | val_loss: 0.0311777 | Time: 2550.1 ms [2020-12-22 16:17:28 main:574] : INFO : Epoch 580 | loss: 0.031127 | val_loss: 0.0311781 | Time: 2540.28 ms [2020-12-22 16:17:30 main:574] : INFO : Epoch 581 | loss: 0.031126 | val_loss: 0.0311795 | Time: 2539.81 ms [2020-12-22 16:17:33 main:574] : INFO : Epoch 582 | loss: 0.0311269 | val_loss: 0.031172 | Time: 2582.38 ms [2020-12-22 16:17:35 main:574] : INFO : Epoch 583 | loss: 0.0311282 | val_loss: 0.0311714 | Time: 2548.87 ms [2020-12-22 16:17:38 main:574] : INFO : Epoch 584 | loss: 0.0311305 | val_loss: 0.0311738 | Time: 2536.12 ms [2020-12-22 16:17:40 main:574] : INFO : Epoch 585 | loss: 0.0311273 | val_loss: 0.0311708 | Time: 2546.8 ms [2020-12-22 16:17:43 main:574] : INFO : Epoch 586 | loss: 0.0311316 | val_loss: 0.0311747 | Time: 2533.26 ms [2020-12-22 16:17:46 main:574] : INFO : Epoch 587 | loss: 0.031131 | val_loss: 0.0311717 | Time: 2541.69 ms [2020-12-22 16:17:48 main:574] : INFO : Epoch 588 | loss: 0.0311269 | val_loss: 0.0311727 | Time: 2540.14 ms [2020-12-22 16:17:51 main:574] : INFO : Epoch 589 | loss: 0.0311253 | val_loss: 0.0311717 | Time: 2546.77 ms [2020-12-22 16:17:53 main:574] : INFO : Epoch 590 | loss: 0.0311272 | val_loss: 0.0311753 | Time: 2538.31 ms [2020-12-22 16:17:56 main:574] : INFO : Epoch 591 | loss: 0.031127 | val_loss: 0.0311693 | Time: 2548.49 ms [2020-12-22 16:17:58 main:574] : INFO : Epoch 592 | loss: 0.0311284 | val_loss: 0.031173 | Time: 2544.52 ms [2020-12-22 16:18:01 main:574] : INFO : Epoch 593 | loss: 0.0311292 | val_loss: 0.0311833 | Time: 2544.68 ms [2020-12-22 16:18:03 main:574] : INFO : Epoch 594 | loss: 0.0311308 | val_loss: 0.0311736 | Time: 2556.98 ms [2020-12-22 16:18:06 main:574] : INFO : Epoch 595 | loss: 0.031127 | val_loss: 0.0311741 | Time: 2548.67 ms [2020-12-22 16:18:09 main:574] : INFO : Epoch 596 | loss: 0.0311246 | val_loss: 0.0311743 | Time: 2538.88 ms [2020-12-22 16:18:11 main:574] : INFO : Epoch 597 | loss: 0.0311243 | val_loss: 0.0311758 | Time: 2550.1 ms [2020-12-22 16:18:14 main:574] : INFO : Epoch 598 | loss: 0.0311252 | val_loss: 0.0311762 | Time: 2524.23 ms [2020-12-22 16:18:16 main:574] : INFO : Epoch 599 | loss: 0.031126 | val_loss: 0.0311721 | Time: 2537.33 ms [2020-12-22 16:18:19 main:574] : INFO : Epoch 600 | loss: 0.0311267 | val_loss: 0.0311714 | Time: 2541.6 ms [2020-12-22 16:18:21 main:574] : INFO : Epoch 601 | loss: 0.0311269 | val_loss: 0.0311751 | Time: 2537.97 ms [2020-12-22 16:18:24 main:574] : INFO : Epoch 602 | loss: 0.0311256 | val_loss: 0.0311735 | Time: 2542 ms [2020-12-22 16:18:26 main:574] : INFO : Epoch 603 | loss: 0.0311246 | val_loss: 0.0311784 | Time: 2543.72 ms [2020-12-22 16:18:29 main:574] : INFO : Epoch 604 | loss: 0.0311284 | val_loss: 0.0311737 | Time: 2540.32 ms [2020-12-22 16:18:31 main:574] : INFO : Epoch 605 | loss: 0.0311378 | val_loss: 0.031175 | Time: 2532.69 ms [2020-12-22 16:18:34 main:574] : INFO : Epoch 606 | loss: 0.0311376 | val_loss: 0.0311727 | Time: 2543.26 ms [2020-12-22 16:18:37 main:574] : INFO : Epoch 607 | loss: 0.0311354 | val_loss: 0.0311754 | Time: 2539.14 ms [2020-12-22 16:18:39 main:574] : INFO : Epoch 608 | loss: 0.031134 | val_loss: 0.0311756 | Time: 2547.26 ms [2020-12-22 16:18:42 main:574] : INFO : Epoch 609 | loss: 0.0311321 | val_loss: 0.031171 | Time: 2548.88 ms [2020-12-22 16:18:44 main:574] : INFO : Epoch 610 | loss: 0.0311309 | val_loss: 0.0311698 | Time: 2547.58 ms [2020-12-22 16:18:47 main:574] : INFO : Epoch 611 | loss: 0.0311305 | val_loss: 0.031171 | Time: 2541.24 ms [2020-12-22 16:18:49 main:574] : INFO : Epoch 612 | loss: 0.0311312 | val_loss: 0.0311742 | Time: 2544.33 ms [2020-12-22 16:18:52 main:574] : INFO : Epoch 613 | loss: 0.0311284 | val_loss: 0.0311718 | Time: 2566.55 ms [2020-12-22 16:18:54 main:574] : INFO : Epoch 614 | loss: 0.0311299 | val_loss: 0.0311715 | Time: 2543.49 ms [2020-12-22 16:18:57 main:574] : INFO : Epoch 615 | loss: 0.0311285 | val_loss: 0.0311735 | Time: 2547.63 ms [2020-12-22 16:19:00 main:574] : INFO : Epoch 616 | loss: 0.0311294 | val_loss: 0.0311725 | Time: 2554.37 ms [2020-12-22 16:19:02 main:574] : INFO : Epoch 617 | loss: 0.0311318 | val_loss: 0.0311704 | Time: 2536.85 ms [2020-12-22 16:19:05 main:574] : INFO : Epoch 618 | loss: 0.0311286 | val_loss: 0.0311675 | Time: 2551.01 ms [2020-12-22 16:19:07 main:574] : INFO : Epoch 619 | loss: 0.0311336 | val_loss: 0.0311752 | Time: 2540.78 ms [2020-12-22 16:19:10 main:574] : INFO : Epoch 620 | loss: 0.0311306 | val_loss: 0.0311708 | Time: 2548.87 ms [2020-12-22 16:19:12 main:574] : INFO : Epoch 621 | loss: 0.0311307 | val_loss: 0.0311773 | Time: 2539.06 ms [2020-12-22 16:19:15 main:574] : INFO : Epoch 622 | loss: 0.0311348 | val_loss: 0.0311766 | Time: 2545.83 ms [2020-12-22 16:19:17 main:574] : INFO : Epoch 623 | loss: 0.0311326 | val_loss: 0.0311698 | Time: 2541.28 ms [2020-12-22 16:19:20 main:574] : INFO : Epoch 624 | loss: 0.0311325 | val_loss: 0.0311755 | Time: 2550.24 ms [2020-12-22 16:19:22 main:574] : INFO : Epoch 625 | loss: 0.0311393 | val_loss: 0.0311676 | Time: 2542.39 ms [2020-12-22 16:19:25 main:574] : INFO : Epoch 626 | loss: 0.0311353 | val_loss: 0.0311686 | Time: 2529.96 ms [2020-12-22 16:19:28 main:574] : INFO : Epoch 627 | loss: 0.0311342 | val_loss: 0.0311691 | Time: 2539.57 ms [2020-12-22 16:19:30 main:574] : INFO : Epoch 628 | loss: 0.0311322 | val_loss: 0.0311721 | Time: 2548.44 ms [2020-12-22 16:19:33 main:574] : INFO : Epoch 629 | loss: 0.0311305 | val_loss: 0.0311684 | Time: 2540.38 ms [2020-12-22 16:19:35 main:574] : INFO : Epoch 630 | loss: 0.0311319 | val_loss: 0.0311733 | Time: 2556.18 ms [2020-12-22 16:19:38 main:574] : INFO : Epoch 631 | loss: 0.0311322 | val_loss: 0.0311831 | Time: 2541.04 ms [2020-12-22 16:19:40 main:574] : INFO : Epoch 632 | loss: 0.0311349 | val_loss: 0.0311752 | Time: 2552.19 ms [2020-12-22 16:19:43 main:574] : INFO : Epoch 633 | loss: 0.0311314 | val_loss: 0.0311731 | Time: 2529.69 ms [2020-12-22 16:19:45 main:574] : INFO : Epoch 634 | loss: 0.0311332 | val_loss: 0.031165 | Time: 2550.94 ms [2020-12-22 16:19:48 main:574] : INFO : Epoch 635 | loss: 0.0311372 | val_loss: 0.0311666 | Time: 2549.56 ms [2020-12-22 16:19:51 main:574] : INFO : Epoch 636 | loss: 0.031138 | val_loss: 0.0311674 | Time: 2550.2 ms [2020-12-22 16:19:53 main:574] : INFO : Epoch 637 | loss: 0.03114 | val_loss: 0.0311675 | Time: 2536.72 ms [2020-12-22 16:19:56 main:574] : INFO : Epoch 638 | loss: 0.0311405 | val_loss: 0.0311753 | Time: 2551.92 ms [2020-12-22 16:19:58 main:574] : INFO : Epoch 639 | loss: 0.0311374 | val_loss: 0.0311706 | Time: 2548.9 ms [2020-12-22 16:20:01 main:574] : INFO : Epoch 640 | loss: 0.0311375 | val_loss: 0.0311662 | Time: 2563.3 ms [2020-12-22 16:20:03 main:574] : INFO : Epoch 641 | loss: 0.0311336 | val_loss: 0.0311694 | Time: 2562.14 ms [2020-12-22 16:20:06 main:574] : INFO : Epoch 642 | loss: 0.031135 | val_loss: 0.0311678 | Time: 2557.42 ms [2020-12-22 16:20:08 main:574] : INFO : Epoch 643 | loss: 0.0311299 | val_loss: 0.0311682 | Time: 2547.4 ms [2020-12-22 16:20:11 main:574] : INFO : Epoch 644 | loss: 0.0311292 | val_loss: 0.0311687 | Time: 2569.9 ms [2020-12-22 16:20:14 main:574] : INFO : Epoch 645 | loss: 0.0311331 | val_loss: 0.0311696 | Time: 2538.22 ms [2020-12-22 16:20:16 main:574] : INFO : Epoch 646 | loss: 0.0311304 | val_loss: 0.0311695 | Time: 2542.1 ms [2020-12-22 16:20:19 main:574] : INFO : Epoch 647 | loss: 0.0311283 | val_loss: 0.0311718 | Time: 2544.5 ms [2020-12-22 16:20:21 main:574] : INFO : Epoch 648 | loss: 0.0311277 | val_loss: 0.0311732 | Time: 2542.2 ms [2020-12-22 16:20:24 main:574] : INFO : Epoch 649 | loss: 0.0311291 | val_loss: 0.0311693 | Time: 2540.72 ms [2020-12-22 16:20:26 main:574] : INFO : Epoch 650 | loss: 0.0311293 | val_loss: 0.0311735 | Time: 2549.12 ms [2020-12-22 16:20:29 main:574] : INFO : Epoch 651 | loss: 0.0311269 | val_loss: 0.0311763 | Time: 2553.02 ms [2020-12-22 16:20:31 main:574] : INFO : Epoch 652 | loss: 0.0311267 | val_loss: 0.0311727 | Time: 2536.7 ms [2020-12-22 16:20:34 main:574] : INFO : Epoch 653 | loss: 0.0311276 | val_loss: 0.0311714 | Time: 2542.49 ms [2020-12-22 16:20:37 main:574] : INFO : Epoch 654 | loss: 0.0311267 | val_loss: 0.0311702 | Time: 2548.57 ms [2020-12-22 16:20:39 main:574] : INFO : Epoch 655 | loss: 0.0311276 | val_loss: 0.0311669 | Time: 2545.49 ms [2020-12-22 16:20:42 main:574] : INFO : Epoch 656 | loss: 0.0311275 | val_loss: 0.031178 | Time: 2549.31 ms [2020-12-22 16:20:44 main:574] : INFO : Epoch 657 | loss: 0.0311306 | val_loss: 0.0311705 | Time: 2542.23 ms [2020-12-22 16:20:47 main:574] : INFO : Epoch 658 | loss: 0.031128 | val_loss: 0.0311726 | Time: 2543.14 ms [2020-12-22 16:20:49 main:574] : INFO : Epoch 659 | loss: 0.0311277 | val_loss: 0.0311796 | Time: 2545.81 ms [2020-12-22 16:20:52 main:574] : INFO : Epoch 660 | loss: 0.0311325 | val_loss: 0.0311695 | Time: 2537.29 ms [2020-12-22 16:20:54 main:574] : INFO : Epoch 661 | loss: 0.0311334 | val_loss: 0.0311687 | Time: 2553.63 ms [2020-12-22 16:20:57 main:574] : INFO : Epoch 662 | loss: 0.0311288 | val_loss: 0.0311743 | Time: 2545.79 ms [2020-12-22 16:20:59 main:574] : INFO : Epoch 663 | loss: 0.0311279 | val_loss: 0.031171 | Time: 2544.36 ms [2020-12-22 16:21:02 main:574] : INFO : Epoch 664 | loss: 0.0311275 | val_loss: 0.0311705 | Time: 2534.69 ms [2020-12-22 16:21:05 main:574] : INFO : Epoch 665 | loss: 0.0311269 | val_loss: 0.0311707 | Time: 2546.28 ms [2020-12-22 16:21:07 main:574] : INFO : Epoch 666 | loss: 0.0311257 | val_loss: 0.0311696 | Time: 2544.76 ms [2020-12-22 16:21:10 main:574] : INFO : Epoch 667 | loss: 0.0311269 | val_loss: 0.0311699 | Time: 2545.52 ms [2020-12-22 16:21:12 main:574] : INFO : Epoch 668 | loss: 0.0311276 | val_loss: 0.0311708 | Time: 2541.65 ms [2020-12-22 16:21:15 main:574] : INFO : Epoch 669 | loss: 0.031127 | val_loss: 0.0311733 | Time: 2552.68 ms [2020-12-22 16:21:17 main:574] : INFO : Epoch 670 | loss: 0.0311272 | val_loss: 0.0311789 | Time: 2540.48 ms [2020-12-22 16:21:20 main:574] : INFO : Epoch 671 | loss: 0.0311264 | val_loss: 0.0311761 | Time: 2549.02 ms [2020-12-22 16:21:22 main:574] : INFO : Epoch 672 | loss: 0.0311262 | val_loss: 0.0311745 | Time: 2540.66 ms [2020-12-22 16:21:25 main:574] : INFO : Epoch 673 | loss: 0.0311312 | val_loss: 0.0311759 | Time: 2545.43 ms [2020-12-22 16:21:28 main:574] : INFO : Epoch 674 | loss: 0.03113 | val_loss: 0.0311759 | Time: 2537.36 ms [2020-12-22 16:21:30 main:574] : INFO : Epoch 675 | loss: 0.0311287 | val_loss: 0.0311793 | Time: 2506.2 ms [2020-12-22 16:21:33 main:574] : INFO : Epoch 676 | loss: 0.0311287 | val_loss: 0.0311837 | Time: 2518.75 ms [2020-12-22 16:21:35 main:574] : INFO : Epoch 677 | loss: 0.0311285 | val_loss: 0.0311747 | Time: 2601.72 ms [2020-12-22 16:21:38 main:574] : INFO : Epoch 678 | loss: 0.0311278 | val_loss: 0.0311724 | Time: 2550.47 ms [2020-12-22 16:21:40 main:574] : INFO : Epoch 679 | loss: 0.0311255 | val_loss: 0.0311768 | Time: 2552.09 ms [2020-12-22 16:21:43 main:574] : INFO : Epoch 680 | loss: 0.0311254 | val_loss: 0.031173 | Time: 2535.51 ms [2020-12-22 16:21:45 main:574] : INFO : Epoch 681 | loss: 0.0311267 | val_loss: 0.0311766 | Time: 2558.95 ms [2020-12-22 16:21:48 main:574] : INFO : Epoch 682 | loss: 0.0311293 | val_loss: 0.0311749 | Time: 2562.82 ms [2020-12-22 16:21:50 main:574] : INFO : Epoch 683 | loss: 0.0311335 | val_loss: 0.0311768 | Time: 2543.51 ms [2020-12-22 16:21:53 main:574] : INFO : Epoch 684 | loss: 0.0311324 | val_loss: 0.0311741 | Time: 2549.77 ms [2020-12-22 16:21:56 main:574] : INFO : Epoch 685 | loss: 0.0311301 | val_loss: 0.031173 | Time: 2558.9 ms [2020-12-22 16:21:58 main:574] : INFO : Epoch 686 | loss: 0.0311313 | val_loss: 0.0311766 | Time: 2542.3 ms [2020-12-22 16:22:01 main:574] : INFO : Epoch 687 | loss: 0.0311339 | val_loss: 0.0311707 | Time: 2503.48 ms [2020-12-22 16:22:03 main:574] : INFO : Epoch 688 | loss: 0.0311324 | val_loss: 0.0311722 | Time: 2539.48 ms [2020-12-22 16:22:06 main:574] : INFO : Epoch 689 | loss: 0.0311309 | val_loss: 0.031171 | Time: 2550.38 ms [2020-12-22 16:22:08 main:574] : INFO : Epoch 690 | loss: 0.0311302 | val_loss: 0.0311726 | Time: 2552.49 ms [2020-12-22 16:22:11 main:574] : INFO : Epoch 691 | loss: 0.0311284 | val_loss: 0.0311735 | Time: 2545.23 ms [2020-12-22 16:22:13 main:574] : INFO : Epoch 692 | loss: 0.0311323 | val_loss: 0.0311818 | Time: 2539.85 ms [2020-12-22 16:22:16 main:574] : INFO : Epoch 693 | loss: 0.0311472 | val_loss: 0.0311717 | Time: 2547.2 ms [2020-12-22 16:22:19 main:574] : INFO : Epoch 694 | loss: 0.0311417 | val_loss: 0.031171 | Time: 2533.32 ms [2020-12-22 16:22:21 main:574] : INFO : Epoch 695 | loss: 0.031137 | val_loss: 0.0311757 | Time: 2551.91 ms [2020-12-22 16:22:24 main:574] : INFO : Epoch 696 | loss: 0.031137 | val_loss: 0.031174 | Time: 2540.23 ms [2020-12-22 16:22:26 main:574] : INFO : Epoch 697 | loss: 0.0311341 | val_loss: 0.0311749 | Time: 2543.04 ms [2020-12-22 16:22:29 main:574] : INFO : Epoch 698 | loss: 0.0311345 | val_loss: 0.0311749 | Time: 2545.22 ms [2020-12-22 16:22:31 main:574] : INFO : Epoch 699 | loss: 0.0311358 | val_loss: 0.0311752 | Time: 2555.41 ms [2020-12-22 16:22:34 main:574] : INFO : Epoch 700 | loss: 0.0311392 | val_loss: 0.0311731 | Time: 2538.61 ms [2020-12-22 16:22:36 main:574] : INFO : Epoch 701 | loss: 0.0311345 | val_loss: 0.0311789 | Time: 2545.67 ms [2020-12-22 16:22:39 main:574] : INFO : Epoch 702 | loss: 0.0311305 | val_loss: 0.0311751 | Time: 2543.88 ms [2020-12-22 16:22:41 main:574] : INFO : Epoch 703 | loss: 0.0311309 | val_loss: 0.0311696 | Time: 2548.54 ms [2020-12-22 16:22:44 main:574] : INFO : Epoch 704 | loss: 0.031129 | val_loss: 0.0311718 | Time: 2546.3 ms [2020-12-22 16:22:47 main:574] : INFO : Epoch 705 | loss: 0.0311293 | val_loss: 0.0311759 | Time: 2542.85 ms [2020-12-22 16:22:49 main:574] : INFO : Epoch 706 | loss: 0.0311303 | val_loss: 0.0311702 | Time: 2532.91 ms [2020-12-22 16:22:52 main:574] : INFO : Epoch 707 | loss: 0.0311324 | val_loss: 0.031173 | Time: 2537.64 ms [2020-12-22 16:22:54 main:574] : INFO : Epoch 708 | loss: 0.0311351 | val_loss: 0.0311759 | Time: 2541.96 ms [2020-12-22 16:22:57 main:574] : INFO : Epoch 709 | loss: 0.0311346 | val_loss: 0.0311715 | Time: 2548.73 ms [2020-12-22 16:22:59 main:574] : INFO : Epoch 710 | loss: 0.0311328 | val_loss: 0.031172 | Time: 2571.02 ms [2020-12-22 16:23:02 main:574] : INFO : Epoch 711 | loss: 0.0311351 | val_loss: 0.0311728 | Time: 2559.97 ms [2020-12-22 16:23:04 main:574] : INFO : Epoch 712 | loss: 0.0311286 | val_loss: 0.0311719 | Time: 2550.77 ms [2020-12-22 16:23:07 main:574] : INFO : Epoch 713 | loss: 0.0311302 | val_loss: 0.0311731 | Time: 2547.23 ms [2020-12-22 16:23:10 main:574] : INFO : Epoch 714 | loss: 0.0311383 | val_loss: 0.031165 | Time: 2547.68 ms [2020-12-22 16:23:12 main:574] : INFO : Epoch 715 | loss: 0.0311359 | val_loss: 0.0311693 | Time: 2536.63 ms [2020-12-22 16:23:15 main:574] : INFO : Epoch 716 | loss: 0.0311368 | val_loss: 0.0311754 | Time: 2531.29 ms [2020-12-22 16:23:17 main:574] : INFO : Epoch 717 | loss: 0.0311288 | val_loss: 0.0311682 | Time: 2539.1 ms [2020-12-22 16:23:20 main:574] : INFO : Epoch 718 | loss: 0.0311307 | val_loss: 0.0311709 | Time: 2555.35 ms [2020-12-22 16:23:22 main:574] : INFO : Epoch 719 | loss: 0.0311306 | val_loss: 0.0311689 | Time: 2542.41 ms [2020-12-22 16:23:25 main:574] : INFO : Epoch 720 | loss: 0.0311323 | val_loss: 0.0311688 | Time: 2541.18 ms [2020-12-22 16:23:27 main:574] : INFO : Epoch 721 | loss: 0.0311327 | val_loss: 0.0311681 | Time: 2541.78 ms [2020-12-22 16:23:30 main:574] : INFO : Epoch 722 | loss: 0.0311321 | val_loss: 0.0311643 | Time: 2541.22 ms [2020-12-22 16:23:32 main:574] : INFO : Epoch 723 | loss: 0.0311332 | val_loss: 0.0311717 | Time: 2542.89 ms [2020-12-22 16:23:35 main:574] : INFO : Epoch 724 | loss: 0.0311315 | val_loss: 0.0311727 | Time: 2550.67 ms [2020-12-22 16:23:38 main:574] : INFO : Epoch 725 | loss: 0.0311305 | val_loss: 0.0311686 | Time: 2543.27 ms [2020-12-22 16:23:40 main:574] : INFO : Epoch 726 | loss: 0.0311376 | val_loss: 0.0311685 | Time: 2546.59 ms [2020-12-22 16:23:43 main:574] : INFO : Epoch 727 | loss: 0.0311436 | val_loss: 0.0311657 | Time: 2543.31 ms [2020-12-22 16:23:45 main:574] : INFO : Epoch 728 | loss: 0.0311403 | val_loss: 0.0311691 | Time: 2545.24 ms [2020-12-22 16:23:48 main:574] : INFO : Epoch 729 | loss: 0.0311388 | val_loss: 0.0311646 | Time: 2543.69 ms [2020-12-22 16:23:50 main:574] : INFO : Epoch 730 | loss: 0.0311406 | val_loss: 0.0311683 | Time: 2552.34 ms [2020-12-22 16:23:53 main:574] : INFO : Epoch 731 | loss: 0.0311383 | val_loss: 0.0311712 | Time: 2539.64 ms [2020-12-22 16:23:55 main:574] : INFO : Epoch 732 | loss: 0.0311378 | val_loss: 0.0311663 | Time: 2545.15 ms [2020-12-22 16:23:58 main:574] : INFO : Epoch 733 | loss: 0.0311461 | val_loss: 0.0311673 | Time: 2540.19 ms [2020-12-22 16:24:01 main:574] : INFO : Epoch 734 | loss: 0.0311486 | val_loss: 0.0311703 | Time: 2546.29 ms [2020-12-22 16:24:03 main:574] : INFO : Epoch 735 | loss: 0.0311432 | val_loss: 0.0311679 | Time: 2540.93 ms [2020-12-22 16:24:06 main:574] : INFO : Epoch 736 | loss: 0.0311398 | val_loss: 0.0311631 | Time: 2552.43 ms [2020-12-22 16:24:08 main:574] : INFO : Epoch 737 | loss: 0.0311377 | val_loss: 0.0311654 | Time: 2543.45 ms [2020-12-22 16:24:11 main:574] : INFO : Epoch 738 | loss: 0.0311381 | val_loss: 0.0311683 | Time: 2546.65 ms [2020-12-22 16:24:13 main:574] : INFO : Epoch 739 | loss: 0.0311366 | val_loss: 0.0311685 | Time: 2550.17 ms [2020-12-22 16:24:16 main:574] : INFO : Epoch 740 | loss: 0.031136 | val_loss: 0.031168 | Time: 2543.46 ms [2020-12-22 16:24:18 main:574] : INFO : Epoch 741 | loss: 0.0311348 | val_loss: 0.0311655 | Time: 2541.97 ms [2020-12-22 16:24:21 main:574] : INFO : Epoch 742 | loss: 0.0311351 | val_loss: 0.0311646 | Time: 2548.45 ms [2020-12-22 16:24:24 main:574] : INFO : Epoch 743 | loss: 0.0311337 | val_loss: 0.0311677 | Time: 2545.75 ms [2020-12-22 16:24:26 main:574] : INFO : Epoch 744 | loss: 0.0311384 | val_loss: 0.0311701 | Time: 2558.8 ms [2020-12-22 16:24:29 main:574] : INFO : Epoch 745 | loss: 0.0311373 | val_loss: 0.031166 | Time: 2538.21 ms [2020-12-22 16:24:31 main:574] : INFO : Epoch 746 | loss: 0.0311398 | val_loss: 0.0311725 | Time: 2564.29 ms [2020-12-22 16:24:34 main:574] : INFO : Epoch 747 | loss: 0.0311369 | val_loss: 0.0311732 | Time: 2568.52 ms [2020-12-22 16:24:36 main:574] : INFO : Epoch 748 | loss: 0.031136 | val_loss: 0.0311746 | Time: 2549.3 ms [2020-12-22 16:24:39 main:574] : INFO : Epoch 749 | loss: 0.0311313 | val_loss: 0.0311672 | Time: 2550.28 ms [2020-12-22 16:24:41 main:574] : INFO : Epoch 750 | loss: 0.0311297 | val_loss: 0.0311707 | Time: 2549.94 ms [2020-12-22 16:24:44 main:574] : INFO : Epoch 751 | loss: 0.0311297 | val_loss: 0.031171 | Time: 2540.61 ms [2020-12-22 16:24:47 main:574] : INFO : Epoch 752 | loss: 0.0311318 | val_loss: 0.0311701 | Time: 2553.34 ms [2020-12-22 16:24:49 main:574] : INFO : Epoch 753 | loss: 0.0311321 | val_loss: 0.031165 | Time: 2544.31 ms [2020-12-22 16:24:52 main:574] : INFO : Epoch 754 | loss: 0.0311302 | val_loss: 0.0311718 | Time: 2553.15 ms [2020-12-22 16:24:54 main:574] : INFO : Epoch 755 | loss: 0.0311302 | val_loss: 0.0311651 | Time: 2575.6 ms [2020-12-22 16:24:57 main:574] : INFO : Epoch 756 | loss: 0.0311322 | val_loss: 0.0311714 | Time: 2550.21 ms [2020-12-22 16:24:59 main:574] : INFO : Epoch 757 | loss: 0.0311424 | val_loss: 0.0311683 | Time: 2546.42 ms [2020-12-22 16:25:02 main:574] : INFO : Epoch 758 | loss: 0.0311435 | val_loss: 0.0311643 | Time: 2538.4 ms [2020-12-22 16:25:04 main:574] : INFO : Epoch 759 | loss: 0.0311491 | val_loss: 0.031167 | Time: 2549.33 ms [2020-12-22 16:25:07 main:574] : INFO : Epoch 760 | loss: 0.0311506 | val_loss: 0.0311665 | Time: 2541.77 ms [2020-12-22 16:25:10 main:574] : INFO : Epoch 761 | loss: 0.0311498 | val_loss: 0.031171 | Time: 2544.2 ms [2020-12-22 16:25:12 main:574] : INFO : Epoch 762 | loss: 0.0311464 | val_loss: 0.0311684 | Time: 2543.21 ms [2020-12-22 16:25:15 main:574] : INFO : Epoch 763 | loss: 0.0311482 | val_loss: 0.0311679 | Time: 2532.81 ms [2020-12-22 16:25:17 main:574] : INFO : Epoch 764 | loss: 0.0311473 | val_loss: 0.0311753 | Time: 2470.7 ms [2020-12-22 16:25:20 main:574] : INFO : Epoch 765 | loss: 0.0311471 | val_loss: 0.0311764 | Time: 2538.51 ms [2020-12-22 16:25:22 main:574] : INFO : Epoch 766 | loss: 0.0311507 | val_loss: 0.0311725 | Time: 2541.4 ms [2020-12-22 16:25:25 main:574] : INFO : Epoch 767 | loss: 0.0311451 | val_loss: 0.0311701 | Time: 2544.08 ms [2020-12-22 16:25:27 main:574] : INFO : Epoch 768 | loss: 0.0311423 | val_loss: 0.0311678 | Time: 2543.69 ms [2020-12-22 16:25:30 main:574] : INFO : Epoch 769 | loss: 0.0311407 | val_loss: 0.0311725 | Time: 2548.96 ms [2020-12-22 16:25:32 main:574] : INFO : Epoch 770 | loss: 0.031139 | val_loss: 0.0311705 | Time: 2537.72 ms [2020-12-22 16:25:35 main:574] : INFO : Epoch 771 | loss: 0.0311401 | val_loss: 0.031168 | Time: 2543.59 ms [2020-12-22 16:25:37 main:574] : INFO : Epoch 772 | loss: 0.0311392 | val_loss: 0.0311687 | Time: 2536.87 ms [2020-12-22 16:25:40 main:574] : INFO : Epoch 773 | loss: 0.031138 | val_loss: 0.0311671 | Time: 2556.44 ms [2020-12-22 16:25:43 main:574] : INFO : Epoch 774 | loss: 0.0311393 | val_loss: 0.0311676 | Time: 2535.61 ms [2020-12-22 16:25:45 main:574] : INFO : Epoch 775 | loss: 0.0311378 | val_loss: 0.0311681 | Time: 2545.57 ms [2020-12-22 16:25:48 main:574] : INFO : Epoch 776 | loss: 0.0311379 | val_loss: 0.0311694 | Time: 2540.88 ms [2020-12-22 16:25:50 main:574] : INFO : Epoch 777 | loss: 0.0311372 | val_loss: 0.0311648 | Time: 2556.06 ms [2020-12-22 16:25:53 main:574] : INFO : Epoch 778 | loss: 0.0311391 | val_loss: 0.0311685 | Time: 2541.42 ms [2020-12-22 16:25:55 main:574] : INFO : Epoch 779 | loss: 0.0311402 | val_loss: 0.031165 | Time: 2546.22 ms [2020-12-22 16:25:58 main:574] : INFO : Epoch 780 | loss: 0.0311453 | val_loss: 0.0311707 | Time: 2546.45 ms [2020-12-22 16:26:00 main:574] : INFO : Epoch 781 | loss: 0.0311423 | val_loss: 0.0311699 | Time: 2540.81 ms [2020-12-22 16:26:03 main:574] : INFO : Epoch 782 | loss: 0.031141 | val_loss: 0.0311671 | Time: 2545.55 ms [2020-12-22 16:26:06 main:574] : INFO : Epoch 783 | loss: 0.0311392 | val_loss: 0.0311671 | Time: 2538.34 ms [2020-12-22 16:26:08 main:574] : INFO : Epoch 784 | loss: 0.0311424 | val_loss: 0.031167 | Time: 2548.3 ms [2020-12-22 16:26:11 main:574] : INFO : Epoch 785 | loss: 0.0311454 | val_loss: 0.0311818 | Time: 2549.32 ms [2020-12-22 16:26:13 main:574] : INFO : Epoch 786 | loss: 0.0311421 | val_loss: 0.0311677 | Time: 2563.04 ms [2020-12-22 16:26:16 main:574] : INFO : Epoch 787 | loss: 0.0311374 | val_loss: 0.0311697 | Time: 2555.76 ms [2020-12-22 16:26:18 main:574] : INFO : Epoch 788 | loss: 0.0311357 | val_loss: 0.0311666 | Time: 2574.33 ms [2020-12-22 16:26:21 main:574] : INFO : Epoch 789 | loss: 0.0311344 | val_loss: 0.0311661 | Time: 2555.44 ms [2020-12-22 16:26:23 main:574] : INFO : Epoch 790 | loss: 0.0311343 | val_loss: 0.0311729 | Time: 2542.99 ms [2020-12-22 16:26:26 main:574] : INFO : Epoch 791 | loss: 0.0311406 | val_loss: 0.0311691 | Time: 2546.25 ms [2020-12-22 16:26:29 main:574] : INFO : Epoch 792 | loss: 0.0311414 | val_loss: 0.0311699 | Time: 2538.17 ms [2020-12-22 16:26:31 main:574] : INFO : Epoch 793 | loss: 0.0311346 | val_loss: 0.0311674 | Time: 2544.5 ms [2020-12-22 16:26:34 main:574] : INFO : Epoch 794 | loss: 0.0311335 | val_loss: 0.031168 | Time: 2544.65 ms [2020-12-22 16:26:36 main:574] : INFO : Epoch 795 | loss: 0.0311349 | val_loss: 0.0311678 | Time: 2547.3 ms [2020-12-22 16:26:39 main:574] : INFO : Epoch 796 | loss: 0.0311369 | val_loss: 0.0311703 | Time: 2568.2 ms [2020-12-22 16:26:41 main:574] : INFO : Epoch 797 | loss: 0.0311351 | val_loss: 0.0311672 | Time: 2544.27 ms [2020-12-22 16:26:44 main:574] : INFO : Epoch 798 | loss: 0.03114 | val_loss: 0.0311722 | Time: 2545.65 ms [2020-12-22 16:26:46 main:574] : INFO : Epoch 799 | loss: 0.0311507 | val_loss: 0.0311698 | Time: 2540.99 ms [2020-12-22 16:26:49 main:574] : INFO : Epoch 800 | loss: 0.0311491 | val_loss: 0.0311711 | Time: 2546.9 ms [2020-12-22 16:26:52 main:574] : INFO : Epoch 801 | loss: 0.0311488 | val_loss: 0.0311688 | Time: 2546.16 ms [2020-12-22 16:26:54 main:574] : INFO : Epoch 802 | loss: 0.0311467 | val_loss: 0.0311698 | Time: 2545.62 ms [2020-12-22 16:26:57 main:574] : INFO : Epoch 803 | loss: 0.0311445 | val_loss: 0.0311684 | Time: 2547.15 ms [2020-12-22 16:26:59 main:574] : INFO : Epoch 804 | loss: 0.0311432 | val_loss: 0.0311654 | Time: 2550.12 ms [2020-12-22 16:27:02 main:574] : INFO : Epoch 805 | loss: 0.0311427 | val_loss: 0.031169 | Time: 2541.79 ms [2020-12-22 16:27:04 main:574] : INFO : Epoch 806 | loss: 0.0311422 | val_loss: 0.0311656 | Time: 2547.29 ms [2020-12-22 16:27:07 main:574] : INFO : Epoch 807 | loss: 0.0311412 | val_loss: 0.0311666 | Time: 2525.86 ms [2020-12-22 16:27:09 main:574] : INFO : Epoch 808 | loss: 0.0311428 | val_loss: 0.0311688 | Time: 2549.28 ms [2020-12-22 16:27:12 main:574] : INFO : Epoch 809 | loss: 0.0311423 | val_loss: 0.0311654 | Time: 2539.86 ms [2020-12-22 16:27:14 main:574] : INFO : Epoch 810 | loss: 0.0311405 | val_loss: 0.0311678 | Time: 2549.32 ms [2020-12-22 16:27:17 main:574] : INFO : Epoch 811 | loss: 0.0311408 | val_loss: 0.0311657 | Time: 2540.63 ms [2020-12-22 16:27:20 main:574] : INFO : Epoch 812 | loss: 0.0311389 | val_loss: 0.0311699 | Time: 2552.35 ms [2020-12-22 16:27:22 main:574] : INFO : Epoch 813 | loss: 0.0311371 | val_loss: 0.0311683 | Time: 2547.17 ms [2020-12-22 16:27:25 main:574] : INFO : Epoch 814 | loss: 0.0311361 | val_loss: 0.0311695 | Time: 2547.53 ms [2020-12-22 16:27:27 main:574] : INFO : Epoch 815 | loss: 0.0311366 | val_loss: 0.0311689 | Time: 2533.53 ms [2020-12-22 16:27:30 main:574] : INFO : Epoch 816 | loss: 0.0311387 | val_loss: 0.0311662 | Time: 2551.07 ms [2020-12-22 16:27:32 main:574] : INFO : Epoch 817 | loss: 0.0311397 | val_loss: 0.0311643 | Time: 2538.65 ms [2020-12-22 16:27:35 main:574] : INFO : Epoch 818 | loss: 0.0311408 | val_loss: 0.0311661 | Time: 2550.78 ms [2020-12-22 16:27:37 main:574] : INFO : Epoch 819 | loss: 0.0311391 | val_loss: 0.0311691 | Time: 2540.29 ms [2020-12-22 16:27:40 main:574] : INFO : Epoch 820 | loss: 0.0311391 | val_loss: 0.0311672 | Time: 2551.38 ms [2020-12-22 16:27:43 main:574] : INFO : Epoch 821 | loss: 0.0311373 | val_loss: 0.0311756 | Time: 2544.2 ms [2020-12-22 16:27:45 main:574] : INFO : Epoch 822 | loss: 0.0311361 | val_loss: 0.0311682 | Time: 2552.07 ms [2020-12-22 16:27:48 main:574] : INFO : Epoch 823 | loss: 0.031136 | val_loss: 0.0311711 | Time: 2540.71 ms [2020-12-22 16:27:50 main:574] : INFO : Epoch 824 | loss: 0.0311381 | val_loss: 0.0311693 | Time: 2547.49 ms [2020-12-22 16:27:53 main:574] : INFO : Epoch 825 | loss: 0.0311374 | val_loss: 0.0311696 | Time: 2538.11 ms [2020-12-22 16:27:55 main:574] : INFO : Epoch 826 | loss: 0.031137 | val_loss: 0.031166 | Time: 2556.72 ms [2020-12-22 16:27:58 main:574] : INFO : Epoch 827 | loss: 0.0311349 | val_loss: 0.0311673 | Time: 2544.06 ms [2020-12-22 16:28:00 main:574] : INFO : Epoch 828 | loss: 0.0311349 | val_loss: 0.0311654 | Time: 2547.64 ms [2020-12-22 16:28:03 main:574] : INFO : Epoch 829 | loss: 0.0311338 | val_loss: 0.0311652 | Time: 2537.48 ms [2020-12-22 16:28:05 main:574] : INFO : Epoch 830 | loss: 0.0311352 | val_loss: 0.0311723 | Time: 2546.98 ms [2020-12-22 16:28:08 main:574] : INFO : Epoch 831 | loss: 0.0311339 | val_loss: 0.0311669 | Time: 2543.04 ms [2020-12-22 16:28:11 main:574] : INFO : Epoch 832 | loss: 0.0311382 | val_loss: 0.0311632 | Time: 2549.01 ms [2020-12-22 16:28:13 main:574] : INFO : Epoch 833 | loss: 0.031138 | val_loss: 0.0311649 | Time: 2539.79 ms [2020-12-22 16:28:16 main:574] : INFO : Epoch 834 | loss: 0.0311377 | val_loss: 0.0311664 | Time: 2557.07 ms [2020-12-22 16:28:18 main:574] : INFO : Epoch 835 | loss: 0.0311371 | val_loss: 0.0311642 | Time: 2535.24 ms [2020-12-22 16:28:21 main:574] : INFO : Epoch 836 | loss: 0.0311362 | val_loss: 0.0311709 | Time: 2547.17 ms [2020-12-22 16:28:23 main:574] : INFO : Epoch 837 | loss: 0.0311361 | val_loss: 0.0311715 | Time: 2546.75 ms [2020-12-22 16:28:26 main:574] : INFO : Epoch 838 | loss: 0.0311349 | val_loss: 0.031166 | Time: 2538.96 ms [2020-12-22 16:28:28 main:574] : INFO : Epoch 839 | loss: 0.0311336 | val_loss: 0.0311678 | Time: 2566.69 ms [2020-12-22 16:28:31 main:574] : INFO : Epoch 840 | loss: 0.0311346 | val_loss: 0.0311794 | Time: 2555.08 ms [2020-12-22 16:28:34 main:574] : INFO : Epoch 841 | loss: 0.0311446 | val_loss: 0.0311978 | Time: 2547.61 ms [2020-12-22 16:28:36 main:574] : INFO : Epoch 842 | loss: 0.0324878 | val_loss: 0.0321758 | Time: 2546.91 ms [2020-12-22 16:28:39 main:574] : INFO : Epoch 843 | loss: 0.0332163 | val_loss: 0.0488449 | Time: 2542.14 ms [2020-12-22 16:28:41 main:574] : INFO : Epoch 844 | loss: 0.0375884 | val_loss: 0.0322119 | Time: 2547.4 ms [2020-12-22 16:28:44 main:574] : INFO : Epoch 845 | loss: 0.0319819 | val_loss: 0.0313383 | Time: 2546.65 ms [2020-12-22 16:28:46 main:574] : INFO : Epoch 846 | loss: 0.0313712 | val_loss: 0.0313053 | Time: 2546.91 ms [2020-12-22 16:28:49 main:574] : INFO : Epoch 847 | loss: 0.0312567 | val_loss: 0.0312338 | Time: 2550.31 ms [2020-12-22 16:28:51 main:574] : INFO : Epoch 848 | loss: 0.031224 | val_loss: 0.0312178 | Time: 2538.75 ms [2020-12-22 16:28:54 main:574] : INFO : Epoch 849 | loss: 0.0312106 | val_loss: 0.0312067 | Time: 2546.09 ms [2020-12-22 16:28:57 main:574] : INFO : Epoch 850 | loss: 0.0312009 | val_loss: 0.0311987 | Time: 2543.77 ms [2020-12-22 16:28:59 main:574] : INFO : Epoch 851 | loss: 0.0311928 | val_loss: 0.0311919 | Time: 2565.32 ms [2020-12-22 16:29:02 main:574] : INFO : Epoch 852 | loss: 0.0311882 | val_loss: 0.0311893 | Time: 2551.28 ms [2020-12-22 16:29:04 main:574] : INFO : Epoch 853 | loss: 0.0311834 | val_loss: 0.0311863 | Time: 2548.18 ms [2020-12-22 16:29:07 main:574] : INFO : Epoch 854 | loss: 0.0311811 | val_loss: 0.0311837 | Time: 2549.37 ms [2020-12-22 16:29:09 main:574] : INFO : Epoch 855 | loss: 0.0311786 | val_loss: 0.0311832 | Time: 2548.82 ms [2020-12-22 16:29:12 main:574] : INFO : Epoch 856 | loss: 0.0311765 | val_loss: 0.0311817 | Time: 2541.37 ms [2020-12-22 16:29:14 main:574] : INFO : Epoch 857 | loss: 0.0311756 | val_loss: 0.0311798 | Time: 2555.28 ms [2020-12-22 16:29:17 main:574] : INFO : Epoch 858 | loss: 0.0311737 | val_loss: 0.031179 | Time: 2539.85 ms [2020-12-22 16:29:20 main:574] : INFO : Epoch 859 | loss: 0.0311718 | val_loss: 0.0311774 | Time: 2550.35 ms [2020-12-22 16:29:22 main:574] : INFO : Epoch 860 | loss: 0.0311703 | val_loss: 0.031177 | Time: 2555.6 ms [2020-12-22 16:29:25 main:574] : INFO : Epoch 861 | loss: 0.0311689 | val_loss: 0.031177 | Time: 2571.99 ms [2020-12-22 16:29:27 main:574] : INFO : Epoch 862 | loss: 0.0311683 | val_loss: 0.0311764 | Time: 2536.5 ms [2020-12-22 16:29:30 main:574] : INFO : Epoch 863 | loss: 0.0311669 | val_loss: 0.0311775 | Time: 2553.1 ms [2020-12-22 16:29:32 main:574] : INFO : Epoch 864 | loss: 0.0311664 | val_loss: 0.0311764 | Time: 2540.97 ms [2020-12-22 16:29:35 main:574] : INFO : Epoch 865 | loss: 0.0311652 | val_loss: 0.0311765 | Time: 2548.72 ms [2020-12-22 16:29:37 main:574] : INFO : Epoch 866 | loss: 0.0311644 | val_loss: 0.031175 | Time: 2544.78 ms [2020-12-22 16:29:40 main:574] : INFO : Epoch 867 | loss: 0.0311633 | val_loss: 0.0311747 | Time: 2554.63 ms [2020-12-22 16:29:43 main:574] : INFO : Epoch 868 | loss: 0.031162 | val_loss: 0.0311754 | Time: 2547.15 ms [2020-12-22 16:29:45 main:574] : INFO : Epoch 869 | loss: 0.0311604 | val_loss: 0.0311761 | Time: 2536.48 ms [2020-12-22 16:29:48 main:574] : INFO : Epoch 870 | loss: 0.0311595 | val_loss: 0.0311773 | Time: 2511.26 ms [2020-12-22 16:29:50 main:574] : INFO : Epoch 871 | loss: 0.0311581 | val_loss: 0.0311776 | Time: 2545.13 ms [2020-12-22 16:29:53 main:574] : INFO : Epoch 872 | loss: 0.0311569 | val_loss: 0.0311748 | Time: 2540.62 ms [2020-12-22 16:29:55 main:574] : INFO : Epoch 873 | loss: 0.0311565 | val_loss: 0.031177 | Time: 2551.93 ms [2020-12-22 16:29:58 main:574] : INFO : Epoch 874 | loss: 0.0311547 | val_loss: 0.0311769 | Time: 2542.05 ms [2020-12-22 16:30:00 main:574] : INFO : Epoch 875 | loss: 0.031155 | val_loss: 0.0311751 | Time: 2550.89 ms [2020-12-22 16:30:03 main:574] : INFO : Epoch 876 | loss: 0.0311537 | val_loss: 0.0311747 | Time: 2547.1 ms [2020-12-22 16:30:05 main:574] : INFO : Epoch 877 | loss: 0.0311542 | val_loss: 0.0311752 | Time: 2555.8 ms [2020-12-22 16:30:08 main:574] : INFO : Epoch 878 | loss: 0.0311554 | val_loss: 0.0311749 | Time: 2535.02 ms [2020-12-22 16:30:11 main:574] : INFO : Epoch 879 | loss: 0.0311545 | val_loss: 0.0311743 | Time: 2559.34 ms [2020-12-22 16:30:13 main:574] : INFO : Epoch 880 | loss: 0.0311541 | val_loss: 0.0311744 | Time: 2543.31 ms [2020-12-22 16:30:16 main:574] : INFO : Epoch 881 | loss: 0.0311538 | val_loss: 0.0311733 | Time: 2547.13 ms [2020-12-22 16:30:18 main:574] : INFO : Epoch 882 | loss: 0.0311523 | val_loss: 0.0311728 | Time: 2540.21 ms [2020-12-22 16:30:21 main:574] : INFO : Epoch 883 | loss: 0.0311521 | val_loss: 0.0311753 | Time: 2549.26 ms [2020-12-22 16:30:23 main:574] : INFO : Epoch 884 | loss: 0.0311532 | val_loss: 0.0311755 | Time: 2540.56 ms [2020-12-22 16:30:26 main:574] : INFO : Epoch 885 | loss: 0.0311539 | val_loss: 0.0311731 | Time: 2543.56 ms [2020-12-22 16:30:28 main:574] : INFO : Epoch 886 | loss: 0.0311522 | val_loss: 0.0311729 | Time: 2526.75 ms [2020-12-22 16:30:31 main:574] : INFO : Epoch 887 | loss: 0.031152 | val_loss: 0.0311748 | Time: 2552.46 ms [2020-12-22 16:30:34 main:574] : INFO : Epoch 888 | loss: 0.0311512 | val_loss: 0.0311737 | Time: 2546.71 ms [2020-12-22 16:30:36 main:574] : INFO : Epoch 889 | loss: 0.0311503 | val_loss: 0.0311731 | Time: 2542.9 ms [2020-12-22 16:30:39 main:574] : INFO : Epoch 890 | loss: 0.0311488 | val_loss: 0.0311732 | Time: 2532.19 ms [2020-12-22 16:30:41 main:574] : INFO : Epoch 891 | loss: 0.0311637 | val_loss: 0.0311764 | Time: 2546.59 ms [2020-12-22 16:30:44 main:574] : INFO : Epoch 892 | loss: 0.0311681 | val_loss: 0.0311743 | Time: 2545.38 ms [2020-12-22 16:30:46 main:574] : INFO : Epoch 893 | loss: 0.0311644 | val_loss: 0.0311723 | Time: 2549.38 ms [2020-12-22 16:30:49 main:574] : INFO : Epoch 894 | loss: 0.0311635 | val_loss: 0.0311711 | Time: 2542.3 ms [2020-12-22 16:30:51 main:574] : INFO : Epoch 895 | loss: 0.0311614 | val_loss: 0.0311714 | Time: 2546.93 ms [2020-12-22 16:30:54 main:574] : INFO : Epoch 896 | loss: 0.0311609 | val_loss: 0.0311713 | Time: 2552.22 ms [2020-12-22 16:30:56 main:574] : INFO : Epoch 897 | loss: 0.0311598 | val_loss: 0.031171 | Time: 2545.42 ms [2020-12-22 16:30:59 main:574] : INFO : Epoch 898 | loss: 0.0311578 | val_loss: 0.0311701 | Time: 2543.14 ms [2020-12-22 16:31:02 main:574] : INFO : Epoch 899 | loss: 0.0311564 | val_loss: 0.0311688 | Time: 2541.81 ms [2020-12-22 16:31:04 main:574] : INFO : Epoch 900 | loss: 0.0311558 | val_loss: 0.0311695 | Time: 2552.74 ms [2020-12-22 16:31:07 main:574] : INFO : Epoch 901 | loss: 0.0311544 | val_loss: 0.031168 | Time: 2548.18 ms [2020-12-22 16:31:09 main:574] : INFO : Epoch 902 | loss: 0.0311541 | val_loss: 0.0311679 | Time: 2538.95 ms [2020-12-22 16:31:12 main:574] : INFO : Epoch 903 | loss: 0.0311538 | val_loss: 0.0311679 | Time: 2544.42 ms [2020-12-22 16:31:14 main:574] : INFO : Epoch 904 | loss: 0.0311535 | val_loss: 0.0311683 | Time: 2548.53 ms [2020-12-22 16:31:17 main:574] : INFO : Epoch 905 | loss: 0.0311528 | val_loss: 0.0311663 | Time: 2541.07 ms [2020-12-22 16:31:19 main:574] : INFO : Epoch 906 | loss: 0.0311527 | val_loss: 0.0311661 | Time: 2551.42 ms [2020-12-22 16:31:22 main:574] : INFO : Epoch 907 | loss: 0.0311519 | val_loss: 0.0311663 | Time: 2543.53 ms [2020-12-22 16:31:25 main:574] : INFO : Epoch 908 | loss: 0.0311513 | val_loss: 0.0311655 | Time: 2544.35 ms [2020-12-22 16:31:27 main:574] : INFO : Epoch 909 | loss: 0.0311518 | val_loss: 0.0311649 | Time: 2553.64 ms [2020-12-22 16:31:30 main:574] : INFO : Epoch 910 | loss: 0.0311509 | val_loss: 0.0311641 | Time: 2542.97 ms [2020-12-22 16:31:32 main:574] : INFO : Epoch 911 | loss: 0.0311503 | val_loss: 0.0311668 | Time: 2545.26 ms [2020-12-22 16:31:35 main:574] : INFO : Epoch 912 | loss: 0.0311488 | val_loss: 0.0311645 | Time: 2548.74 ms [2020-12-22 16:31:37 main:574] : INFO : Epoch 913 | loss: 0.0311487 | val_loss: 0.0311648 | Time: 2540.97 ms [2020-12-22 16:31:40 main:574] : INFO : Epoch 914 | loss: 0.0311501 | val_loss: 0.0311657 | Time: 2550.83 ms [2020-12-22 16:31:42 main:574] : INFO : Epoch 915 | loss: 0.0311498 | val_loss: 0.0311638 | Time: 2546.21 ms [2020-12-22 16:31:45 main:574] : INFO : Epoch 916 | loss: 0.0311493 | val_loss: 0.0311641 | Time: 2546.59 ms [2020-12-22 16:31:48 main:574] : INFO : Epoch 917 | loss: 0.0311511 | val_loss: 0.0311648 | Time: 2540.54 ms [2020-12-22 16:31:50 main:574] : INFO : Epoch 918 | loss: 0.0311489 | val_loss: 0.0311657 | Time: 2554.19 ms [2020-12-22 16:31:53 main:574] : INFO : Epoch 919 | loss: 0.0311481 | val_loss: 0.0311684 | Time: 2545.66 ms [2020-12-22 16:31:55 main:574] : INFO : Epoch 920 | loss: 0.0311482 | val_loss: 0.0311636 | Time: 2547 ms [2020-12-22 16:31:58 main:574] : INFO : Epoch 921 | loss: 0.031147 | val_loss: 0.0311639 | Time: 2544.16 ms [2020-12-22 16:32:00 main:574] : INFO : Epoch 922 | loss: 0.0311463 | val_loss: 0.0311642 | Time: 2544.38 ms [2020-12-22 16:32:03 main:574] : INFO : Epoch 923 | loss: 0.0311464 | val_loss: 0.0311638 | Time: 2549.46 ms [2020-12-22 16:32:05 main:574] : INFO : Epoch 924 | loss: 0.0311458 | val_loss: 0.0311625 | Time: 2548.74 ms [2020-12-22 16:32:08 main:574] : INFO : Epoch 925 | loss: 0.0311459 | val_loss: 0.031167 | Time: 2540.72 ms [2020-12-22 16:32:10 main:574] : INFO : Epoch 926 | loss: 0.031145 | val_loss: 0.0311641 | Time: 2544.42 ms [2020-12-22 16:32:13 main:574] : INFO : Epoch 927 | loss: 0.0311441 | val_loss: 0.0311655 | Time: 2540.75 ms [2020-12-22 16:32:16 main:574] : INFO : Epoch 928 | loss: 0.0311439 | val_loss: 0.031166 | Time: 2550.36 ms [2020-12-22 16:32:18 main:574] : INFO : Epoch 929 | loss: 0.0311443 | val_loss: 0.0311632 | Time: 2540.86 ms [2020-12-22 16:32:21 main:574] : INFO : Epoch 930 | loss: 0.0311435 | val_loss: 0.0311665 | Time: 2561.82 ms [2020-12-22 16:32:23 main:574] : INFO : Epoch 931 | loss: 0.0311449 | val_loss: 0.0311735 | Time: 2567.03 ms [2020-12-22 16:32:26 main:574] : INFO : Epoch 932 | loss: 0.0311458 | val_loss: 0.0311667 | Time: 2551.86 ms [2020-12-22 16:32:28 main:574] : INFO : Epoch 933 | loss: 0.0311444 | val_loss: 0.0311642 | Time: 2543.14 ms [2020-12-22 16:32:31 main:574] : INFO : Epoch 934 | loss: 0.0311436 | val_loss: 0.0311669 | Time: 2556.09 ms [2020-12-22 16:32:34 main:574] : INFO : Epoch 935 | loss: 0.0311433 | val_loss: 0.0311656 | Time: 2557 ms [2020-12-22 16:32:36 main:574] : INFO : Epoch 936 | loss: 0.031142 | val_loss: 0.0311622 | Time: 2551.44 ms [2020-12-22 16:32:39 main:574] : INFO : Epoch 937 | loss: 0.0311414 | val_loss: 0.0311658 | Time: 2538.14 ms [2020-12-22 16:32:41 main:574] : INFO : Epoch 938 | loss: 0.0311405 | val_loss: 0.0311671 | Time: 2551.46 ms [2020-12-22 16:32:44 main:574] : INFO : Epoch 939 | loss: 0.0311428 | val_loss: 0.0311688 | Time: 2541.19 ms [2020-12-22 16:32:46 main:574] : INFO : Epoch 940 | loss: 0.0311418 | val_loss: 0.0311656 | Time: 2545.01 ms [2020-12-22 16:32:49 main:574] : INFO : Epoch 941 | loss: 0.0311429 | val_loss: 0.0311662 | Time: 2546.09 ms [2020-12-22 16:32:51 main:574] : INFO : Epoch 942 | loss: 0.0311435 | val_loss: 0.0311699 | Time: 2554.1 ms [2020-12-22 16:32:54 main:574] : INFO : Epoch 943 | loss: 0.0311416 | val_loss: 0.0311659 | Time: 2541.83 ms [2020-12-22 16:32:56 main:574] : INFO : Epoch 944 | loss: 0.0311405 | val_loss: 0.0311657 | Time: 2544.31 ms [2020-12-22 16:32:59 main:574] : INFO : Epoch 945 | loss: 0.0311401 | val_loss: 0.0311669 | Time: 2553.84 ms [2020-12-22 16:33:02 main:574] : INFO : Epoch 946 | loss: 0.0311412 | val_loss: 0.0311655 | Time: 2560.77 ms [2020-12-22 16:33:04 main:574] : INFO : Epoch 947 | loss: 0.0311393 | val_loss: 0.031168 | Time: 2548.72 ms [2020-12-22 16:33:07 main:574] : INFO : Epoch 948 | loss: 0.0311409 | val_loss: 0.0311691 | Time: 2544.3 ms [2020-12-22 16:33:09 main:574] : INFO : Epoch 949 | loss: 0.0311457 | val_loss: 0.0311684 | Time: 2552.58 ms [2020-12-22 16:33:12 main:574] : INFO : Epoch 950 | loss: 0.0311472 | val_loss: 0.0311668 | Time: 2558.45 ms [2020-12-22 16:33:14 main:574] : INFO : Epoch 951 | loss: 0.0311479 | val_loss: 0.0311663 | Time: 2545.37 ms [2020-12-22 16:33:17 main:574] : INFO : Epoch 952 | loss: 0.031147 | val_loss: 0.0311658 | Time: 2546.58 ms [2020-12-22 16:33:19 main:574] : INFO : Epoch 953 | loss: 0.0311485 | val_loss: 0.0311671 | Time: 2555.52 ms [2020-12-22 16:33:22 main:574] : INFO : Epoch 954 | loss: 0.0311501 | val_loss: 0.0311635 | Time: 2540.91 ms [2020-12-22 16:33:25 main:574] : INFO : Epoch 955 | loss: 0.0311476 | val_loss: 0.0311638 | Time: 2542.03 ms [2020-12-22 16:33:27 main:574] : INFO : Epoch 956 | loss: 0.031146 | val_loss: 0.0311634 | Time: 2542.09 ms [2020-12-22 16:33:30 main:574] : INFO : Epoch 957 | loss: 0.0311452 | val_loss: 0.0311636 | Time: 2552.29 ms [2020-12-22 16:33:32 main:574] : INFO : Epoch 958 | loss: 0.0311435 | val_loss: 0.0311635 | Time: 2545.06 ms [2020-12-22 16:33:35 main:574] : INFO : Epoch 959 | loss: 0.0311433 | val_loss: 0.0311607 | Time: 2546.18 ms [2020-12-22 16:33:37 main:574] : INFO : Epoch 960 | loss: 0.0311417 | val_loss: 0.0311625 | Time: 2548.51 ms [2020-12-22 16:33:40 main:574] : INFO : Epoch 961 | loss: 0.0311411 | val_loss: 0.0311637 | Time: 2546.4 ms [2020-12-22 16:33:42 main:574] : INFO : Epoch 962 | loss: 0.0311412 | val_loss: 0.0311651 | Time: 2550.23 ms [2020-12-22 16:33:45 main:574] : INFO : Epoch 963 | loss: 0.0311409 | val_loss: 0.0311646 | Time: 2542.76 ms [2020-12-22 16:33:48 main:574] : INFO : Epoch 964 | loss: 0.0311399 | val_loss: 0.0311681 | Time: 2538.68 ms [2020-12-22 16:33:50 main:574] : INFO : Epoch 965 | loss: 0.0311392 | val_loss: 0.0311678 | Time: 2549.43 ms [2020-12-22 16:33:53 main:574] : INFO : Epoch 966 | loss: 0.0311405 | val_loss: 0.0311685 | Time: 2546.27 ms [2020-12-22 16:33:55 main:574] : INFO : Epoch 967 | loss: 0.0311473 | val_loss: 0.0311623 | Time: 2551.46 ms [2020-12-22 16:33:58 main:574] : INFO : Epoch 968 | loss: 0.0311503 | val_loss: 0.0311643 | Time: 2539.72 ms [2020-12-22 16:34:00 main:574] : INFO : Epoch 969 | loss: 0.0311491 | val_loss: 0.0311623 | Time: 2543.52 ms [2020-12-22 16:34:03 main:574] : INFO : Epoch 970 | loss: 0.0311481 | val_loss: 0.0311638 | Time: 2550.17 ms [2020-12-22 16:34:05 main:574] : INFO : Epoch 971 | loss: 0.0311475 | val_loss: 0.0311654 | Time: 2550.55 ms [2020-12-22 16:34:08 main:574] : INFO : Epoch 972 | loss: 0.0311469 | val_loss: 0.0311648 | Time: 2543.2 ms [2020-12-22 16:34:11 main:574] : INFO : Epoch 973 | loss: 0.0311458 | val_loss: 0.0311622 | Time: 2548.18 ms [2020-12-22 16:34:13 main:574] : INFO : Epoch 974 | loss: 0.031145 | val_loss: 0.0311648 | Time: 2536.08 ms [2020-12-22 16:34:16 main:574] : INFO : Epoch 975 | loss: 0.0311433 | val_loss: 0.0311606 | Time: 2546.06 ms [2020-12-22 16:34:18 main:574] : INFO : Epoch 976 | loss: 0.0311425 | val_loss: 0.0311637 | Time: 2543.65 ms [2020-12-22 16:34:21 main:574] : INFO : Epoch 977 | loss: 0.0311436 | val_loss: 0.0311643 | Time: 2537.15 ms [2020-12-22 16:34:23 main:574] : INFO : Epoch 978 | loss: 0.031141 | val_loss: 0.0311669 | Time: 2538.59 ms [2020-12-22 16:34:26 main:574] : INFO : Epoch 979 | loss: 0.0311417 | val_loss: 0.0311628 | Time: 2546.12 ms [2020-12-22 16:34:28 main:574] : INFO : Epoch 980 | loss: 0.0311413 | val_loss: 0.0311658 | Time: 2551 ms [2020-12-22 16:34:31 main:574] : INFO : Epoch 981 | loss: 0.0311404 | val_loss: 0.0311657 | Time: 2542.65 ms [2020-12-22 16:34:33 main:574] : INFO : Epoch 982 | loss: 0.0311398 | val_loss: 0.031168 | Time: 2545.49 ms [2020-12-22 16:34:36 main:574] : INFO : Epoch 983 | loss: 0.0311402 | val_loss: 0.0311662 | Time: 2547.6 ms [2020-12-22 16:34:39 main:574] : INFO : Epoch 984 | loss: 0.0311406 | val_loss: 0.0311641 | Time: 2543.45 ms [2020-12-22 16:34:41 main:574] : INFO : Epoch 985 | loss: 0.0311405 | val_loss: 0.0311648 | Time: 2547.13 ms [2020-12-22 16:34:44 main:574] : INFO : Epoch 986 | loss: 0.0311419 | val_loss: 0.0311615 | Time: 2537.73 ms [2020-12-22 16:34:46 main:574] : INFO : Epoch 987 | loss: 0.0311415 | val_loss: 0.0311618 | Time: 2544.07 ms [2020-12-22 16:34:49 main:574] : INFO : Epoch 988 | loss: 0.0311426 | val_loss: 0.0311639 | Time: 2546.09 ms [2020-12-22 16:34:51 main:574] : INFO : Epoch 989 | loss: 0.0311437 | val_loss: 0.0311677 | Time: 2541.7 ms [2020-12-22 16:34:54 main:574] : INFO : Epoch 990 | loss: 0.0311425 | val_loss: 0.0311664 | Time: 2538.17 ms [2020-12-22 16:34:56 main:574] : INFO : Epoch 991 | loss: 0.0311404 | val_loss: 0.0311642 | Time: 2552.1 ms [2020-12-22 16:34:59 main:574] : INFO : Epoch 992 | loss: 0.0311401 | val_loss: 0.0311634 | Time: 2565.23 ms [2020-12-22 16:35:02 main:574] : INFO : Epoch 993 | loss: 0.0311396 | val_loss: 0.0311622 | Time: 2529.64 ms [2020-12-22 16:35:04 main:574] : INFO : Epoch 994 | loss: 0.031138 | val_loss: 0.031164 | Time: 2550.98 ms [2020-12-22 16:35:07 main:574] : INFO : Epoch 995 | loss: 0.0311405 | val_loss: 0.0311627 | Time: 2539.92 ms [2020-12-22 16:35:09 main:574] : INFO : Epoch 996 | loss: 0.0311419 | val_loss: 0.0311597 | Time: 2550.47 ms [2020-12-22 16:35:12 main:574] : INFO : Epoch 997 | loss: 0.0311418 | val_loss: 0.031165 | Time: 2539.44 ms [2020-12-22 16:35:14 main:574] : INFO : Epoch 998 | loss: 0.0311401 | val_loss: 0.0311608 | Time: 2543.41 ms [2020-12-22 16:35:17 main:574] : INFO : Epoch 999 | loss: 0.0311409 | val_loss: 0.0311636 | Time: 2541.12 ms [2020-12-22 16:35:19 main:574] : INFO : Epoch 1000 | loss: 0.0311376 | val_loss: 0.031162 | Time: 2544.12 ms [2020-12-22 16:35:22 main:574] : INFO : Epoch 1001 | loss: 0.0311381 | val_loss: 0.031165 | Time: 2539.51 ms [2020-12-22 16:35:24 main:574] : INFO : Epoch 1002 | loss: 0.0311411 | val_loss: 0.0311593 | Time: 2546.9 ms [2020-12-22 16:35:27 main:574] : INFO : Epoch 1003 | loss: 0.0311404 | val_loss: 0.0311587 | Time: 2551 ms [2020-12-22 16:35:30 main:574] : INFO : Epoch 1004 | loss: 0.0311411 | val_loss: 0.0311619 | Time: 2549.66 ms [2020-12-22 16:35:32 main:574] : INFO : Epoch 1005 | loss: 0.0311397 | val_loss: 0.0311579 | Time: 2533.43 ms [2020-12-22 16:35:35 main:574] : INFO : Epoch 1006 | loss: 0.0311376 | val_loss: 0.0311611 | Time: 2544.26 ms [2020-12-22 16:35:37 main:574] : INFO : Epoch 1007 | loss: 0.031144 | val_loss: 0.0311607 | Time: 2534.71 ms [2020-12-22 16:35:40 main:574] : INFO : Epoch 1008 | loss: 0.0311433 | val_loss: 0.0311626 | Time: 2548.16 ms [2020-12-22 16:35:42 main:574] : INFO : Epoch 1009 | loss: 0.0311425 | val_loss: 0.0311637 | Time: 2560.63 ms [2020-12-22 16:35:45 main:574] : INFO : Epoch 1010 | loss: 0.0311447 | val_loss: 0.0311606 | Time: 2552.82 ms [2020-12-22 16:35:47 main:574] : INFO : Epoch 1011 | loss: 0.0311427 | val_loss: 0.0311599 | Time: 2538.62 ms [2020-12-22 16:35:50 main:574] : INFO : Epoch 1012 | loss: 0.031143 | val_loss: 0.0311632 | Time: 2541.6 ms [2020-12-22 16:35:53 main:574] : INFO : Epoch 1013 | loss: 0.031142 | val_loss: 0.0311586 | Time: 2532.84 ms [2020-12-22 16:35:55 main:574] : INFO : Epoch 1014 | loss: 0.0311404 | val_loss: 0.0311597 | Time: 2541.11 ms [2020-12-22 16:35:58 main:574] : INFO : Epoch 1015 | loss: 0.0311405 | val_loss: 0.0311638 | Time: 2538.3 ms [2020-12-22 16:36:00 main:574] : INFO : Epoch 1016 | loss: 0.0311434 | val_loss: 0.0311623 | Time: 2545.94 ms [2020-12-22 16:36:03 main:574] : INFO : Epoch 1017 | loss: 0.0311411 | val_loss: 0.0311614 | Time: 2551.37 ms [2020-12-22 16:36:05 main:574] : INFO : Epoch 1018 | loss: 0.0311414 | val_loss: 0.0311627 | Time: 2556.85 ms [2020-12-22 16:36:08 main:574] : INFO : Epoch 1019 | loss: 0.0311405 | val_loss: 0.0311624 | Time: 2537.33 ms [2020-12-22 16:36:10 main:574] : INFO : Epoch 1020 | loss: 0.0311401 | val_loss: 0.0311662 | Time: 2544.32 ms [2020-12-22 16:36:13 main:574] : INFO : Epoch 1021 | loss: 0.0311397 | val_loss: 0.0311663 | Time: 2528.99 ms [2020-12-22 16:36:15 main:574] : INFO : Epoch 1022 | loss: 0.0311392 | val_loss: 0.0311643 | Time: 2544.55 ms [2020-12-22 16:36:18 main:574] : INFO : Epoch 1023 | loss: 0.0311395 | val_loss: 0.0311642 | Time: 2540.33 ms [2020-12-22 16:36:21 main:574] : INFO : Epoch 1024 | loss: 0.0311395 | val_loss: 0.0311595 | Time: 2541.21 ms [2020-12-22 16:36:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311595 [2020-12-22 16:36:21 main:603] : INFO : Saving end state to config to file [2020-12-22 16:36:21 main:608] : INFO : Success, exiting.. 16:36:21 (20700): 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)