Task 3185992
| Name | EightBitModified-1605930897-32142-1_1 |
| Workunit | 1392732 |
| Created | 6 Dec 2020, 8:11:19 UTC |
| Sent | 6 Dec 2020, 8:34:59 UTC |
| Report deadline | 13 Dec 2020, 8:34:59 UTC |
| Received | 6 Dec 2020, 9:46:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12399 |
| Run time | 51 min 43 sec |
| CPU time | 51 min 40 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,642.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 32.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> Epoch 510 | loss: 0.0317718 | val_loss: 0.0317517 | Time: 3026.64 ms [2020-12-06 10:00:58 main:581] : INFO : Epoch 511 | loss: 0.0317629 | val_loss: 0.0317497 | Time: 3026.19 ms [2020-12-06 10:01:01 main:581] : INFO : Epoch 512 | loss: 0.0317601 | val_loss: 0.0317497 | Time: 3026.4 ms [2020-12-06 10:01:04 main:581] : INFO : Epoch 513 | loss: 0.0317599 | val_loss: 0.0317496 | Time: 3026.08 ms [2020-12-06 10:01:07 main:581] : INFO : Epoch 514 | loss: 0.0317535 | val_loss: 0.0317465 | Time: 3026.27 ms [2020-12-06 10:01:10 main:581] : INFO : Epoch 515 | loss: 0.0317567 | val_loss: 0.0317577 | Time: 3027.46 ms [2020-12-06 10:01:13 main:581] : INFO : Epoch 516 | loss: 0.031758 | val_loss: 0.0317394 | Time: 3024.76 ms [2020-12-06 10:01:16 main:581] : INFO : Epoch 517 | loss: 0.0317579 | val_loss: 0.03176 | Time: 3027.02 ms [2020-12-06 10:01:19 main:581] : INFO : Epoch 518 | loss: 0.0318037 | val_loss: 0.0317703 | Time: 3025.03 ms [2020-12-06 10:01:22 main:581] : INFO : Epoch 519 | loss: 0.0317673 | val_loss: 0.0317566 | Time: 3025.54 ms [2020-12-06 10:01:25 main:581] : INFO : Epoch 520 | loss: 0.0317652 | val_loss: 0.0317513 | Time: 3025.97 ms [2020-12-06 10:01:28 main:581] : INFO : Epoch 521 | loss: 0.0317606 | val_loss: 0.0317448 | Time: 3025.51 ms [2020-12-06 10:01:31 main:581] : INFO : Epoch 522 | loss: 0.0317605 | val_loss: 0.0317553 | Time: 3025.92 ms [2020-12-06 10:01:34 main:581] : INFO : Epoch 523 | loss: 0.0317698 | val_loss: 0.0317579 | Time: 3025.79 ms [2020-12-06 10:01:37 main:581] : INFO : Epoch 524 | loss: 0.0317593 | val_loss: 0.0317497 | Time: 3026.89 ms [2020-12-06 10:01:40 main:581] : INFO : Epoch 525 | loss: 0.0317637 | val_loss: 0.0317544 | Time: 3025.47 ms [2020-12-06 10:01:43 main:581] : INFO : Epoch 526 | loss: 0.0317626 | val_loss: 0.0317457 | Time: 3026.28 ms [2020-12-06 10:01:46 main:581] : INFO : Epoch 527 | loss: 0.0318561 | val_loss: 0.0318596 | Time: 3026.53 ms [2020-12-06 10:01:49 main:581] : INFO : Epoch 528 | loss: 0.0318349 | val_loss: 0.0318444 | Time: 3026.97 ms [2020-12-06 10:01:52 main:581] : INFO : Epoch 529 | loss: 0.0318287 | val_loss: 0.0317757 | Time: 3025.68 ms [2020-12-06 10:01:55 main:581] : INFO : Epoch 530 | loss: 0.0317754 | val_loss: 0.0317462 | Time: 3025.71 ms [2020-12-06 10:01:58 main:581] : INFO : Epoch 531 | loss: 0.0317596 | val_loss: 0.0317415 | Time: 3025.22 ms [2020-12-06 10:02:01 main:581] : INFO : Epoch 532 | loss: 0.0317575 | val_loss: 0.0317443 | Time: 3025.86 ms [2020-12-06 10:02:04 main:581] : INFO : Epoch 533 | loss: 0.0317551 | val_loss: 0.031736 | Time: 3026.63 ms [2020-12-06 10:02:07 main:581] : INFO : Epoch 534 | loss: 0.0317533 | val_loss: 0.0317447 | Time: 3027.37 ms [2020-12-06 10:02:10 main:581] : INFO : Epoch 535 | loss: 0.0317554 | val_loss: 0.0317514 | Time: 3026.48 ms [2020-12-06 10:02:13 main:581] : INFO : Epoch 536 | loss: 0.0317573 | val_loss: 0.0317393 | Time: 3026.52 ms [2020-12-06 10:02:16 main:581] : INFO : Epoch 537 | loss: 0.0317607 | val_loss: 0.0317731 | Time: 3025.08 ms [2020-12-06 10:02:19 main:581] : INFO : Epoch 538 | loss: 0.0317806 | val_loss: 0.0317735 | Time: 3026.26 ms [2020-12-06 10:02:22 main:581] : INFO : Epoch 539 | loss: 0.031769 | val_loss: 0.0317455 | Time: 3026.99 ms [2020-12-06 10:02:25 main:581] : INFO : Epoch 540 | loss: 0.0317591 | val_loss: 0.0317369 | Time: 3026.57 ms [2020-12-06 10:02:28 main:581] : INFO : Epoch 541 | loss: 0.0317565 | val_loss: 0.0317573 | Time: 3025.93 ms [2020-12-06 10:02:31 main:581] : INFO : Epoch 542 | loss: 0.0317613 | val_loss: 0.0317426 | Time: 3026.66 ms [2020-12-06 10:02:34 main:581] : INFO : Epoch 543 | loss: 0.0318078 | val_loss: 0.0320372 | Time: 3026.08 ms [2020-12-06 10:02:37 main:581] : INFO : Epoch 544 | loss: 0.0318416 | val_loss: 0.0317608 | Time: 3026.25 ms [2020-12-06 10:02:40 main:581] : INFO : Epoch 545 | loss: 0.0317774 | val_loss: 0.0317467 | Time: 3026.64 ms [2020-12-06 10:02:43 main:581] : INFO : Epoch 546 | loss: 0.0317646 | val_loss: 0.0317428 | Time: 3025.2 ms [2020-12-06 10:02:47 main:581] : INFO : Epoch 547 | loss: 0.0317557 | val_loss: 0.0317391 | Time: 3027.64 ms [2020-12-06 10:02:50 main:581] : INFO : Epoch 548 | loss: 0.0317554 | val_loss: 0.0317393 | Time: 3026.35 ms [2020-12-06 10:02:53 main:581] : INFO : Epoch 549 | loss: 0.0317556 | val_loss: 0.0317428 | Time: 3025.48 ms [2020-12-06 10:02:56 main:581] : INFO : Epoch 550 | loss: 0.0317597 | val_loss: 0.0317507 | Time: 3025.33 ms [2020-12-06 10:02:59 main:581] : INFO : Epoch 551 | loss: 0.0317588 | val_loss: 0.0317586 | Time: 3026.91 ms [2020-12-06 10:03:02 main:581] : INFO : Epoch 552 | loss: 0.0317591 | val_loss: 0.0317412 | Time: 3026.16 ms [2020-12-06 10:03:05 main:581] : INFO : Epoch 553 | loss: 0.0317568 | val_loss: 0.0317388 | Time: 3026.16 ms [2020-12-06 10:03:08 main:581] : INFO : Epoch 554 | loss: 0.0317559 | val_loss: 0.0317575 | Time: 3025.31 ms [2020-12-06 10:03:11 main:581] : INFO : Epoch 555 | loss: 0.0318188 | val_loss: 0.0317442 | Time: 3025.04 ms [2020-12-06 10:03:14 main:581] : INFO : Epoch 556 | loss: 0.0317717 | val_loss: 0.0317405 | Time: 3025.83 ms [2020-12-06 10:03:17 main:581] : INFO : Epoch 557 | loss: 0.0317637 | val_loss: 0.0317499 | Time: 3025.72 ms [2020-12-06 10:03:20 main:581] : INFO : Epoch 558 | loss: 0.0317533 | val_loss: 0.0317402 | Time: 3025.63 ms [2020-12-06 10:03:23 main:581] : INFO : Epoch 559 | loss: 0.0317592 | val_loss: 0.0317444 | Time: 3026.29 ms [2020-12-06 10:03:26 main:581] : INFO : Epoch 560 | loss: 0.0317574 | val_loss: 0.0317467 | Time: 3024.94 ms [2020-12-06 10:03:29 main:581] : INFO : Epoch 561 | loss: 0.0317585 | val_loss: 0.0317553 | Time: 3024.83 ms [2020-12-06 10:03:32 main:581] : INFO : Epoch 562 | loss: 0.0317723 | val_loss: 0.0317411 | Time: 3026.6 ms [2020-12-06 10:03:35 main:581] : INFO : Epoch 563 | loss: 0.0317652 | val_loss: 0.0317535 | Time: 3025.73 ms [2020-12-06 10:03:38 main:581] : INFO : Epoch 564 | loss: 0.0317707 | val_loss: 0.0317812 | Time: 3026.26 ms [2020-12-06 10:03:41 main:581] : INFO : Epoch 565 | loss: 0.0318112 | val_loss: 0.0317581 | Time: 3027 ms [2020-12-06 10:03:44 main:581] : INFO : Epoch 566 | loss: 0.0317638 | val_loss: 0.0317468 | Time: 3026.13 ms [2020-12-06 10:03:47 main:581] : INFO : Epoch 567 | loss: 0.0317601 | val_loss: 0.0317482 | Time: 3026.37 ms [2020-12-06 10:03:50 main:581] : INFO : Epoch 568 | loss: 0.0317648 | val_loss: 0.0317529 | Time: 3025.59 ms [2020-12-06 10:03:53 main:581] : INFO : Epoch 569 | loss: 0.0317645 | val_loss: 0.0317417 | Time: 3025.36 ms [2020-12-06 10:03:56 main:581] : INFO : Epoch 570 | loss: 0.0317619 | val_loss: 0.0317421 | Time: 3025.71 ms [2020-12-06 10:03:59 main:581] : INFO : Epoch 571 | loss: 0.0317633 | val_loss: 0.0317545 | Time: 3025.96 ms [2020-12-06 10:04:02 main:581] : INFO : Epoch 572 | loss: 0.0317756 | val_loss: 0.0318105 | Time: 3028.05 ms [2020-12-06 10:04:05 main:581] : INFO : Epoch 573 | loss: 0.031797 | val_loss: 0.0317596 | Time: 3027.03 ms [2020-12-06 10:04:08 main:581] : INFO : Epoch 574 | loss: 0.0317612 | val_loss: 0.0317494 | Time: 3026.17 ms [2020-12-06 10:04:11 main:581] : INFO : Epoch 575 | loss: 0.0317617 | val_loss: 0.0317442 | Time: 3026.04 ms [2020-12-06 10:04:14 main:581] : INFO : Epoch 576 | loss: 0.0317632 | val_loss: 0.0317476 | Time: 3025.87 ms [2020-12-06 10:04:17 main:581] : INFO : Epoch 577 | loss: 0.031759 | val_loss: 0.0317527 | Time: 3027.01 ms [2020-12-06 10:04:20 main:581] : INFO : Epoch 578 | loss: 0.0317559 | val_loss: 0.0317521 | Time: 3026.37 ms [2020-12-06 10:04:23 main:581] : INFO : Epoch 579 | loss: 0.0317678 | val_loss: 0.0317638 | Time: 3024.78 ms [2020-12-06 10:04:26 main:581] : INFO : Epoch 580 | loss: 0.0317735 | val_loss: 0.0317584 | Time: 3026.71 ms [2020-12-06 10:04:29 main:581] : INFO : Epoch 581 | loss: 0.0317676 | val_loss: 0.0317519 | Time: 3024.91 ms [2020-12-06 10:04:32 main:581] : INFO : Epoch 582 | loss: 0.0317617 | val_loss: 0.0317513 | Time: 3025.64 ms [2020-12-06 10:04:35 main:581] : INFO : Epoch 583 | loss: 0.0317606 | val_loss: 0.0317481 | Time: 3026.4 ms [2020-12-06 10:04:38 main:581] : INFO : Epoch 584 | loss: 0.0317833 | val_loss: 0.0319081 | Time: 3026.43 ms [2020-12-06 10:04:42 main:581] : INFO : Epoch 585 | loss: 0.0318246 | val_loss: 0.031785 | Time: 3023.96 ms [2020-12-06 10:04:45 main:581] : INFO : Epoch 586 | loss: 0.0317781 | val_loss: 0.0317624 | Time: 3025.75 ms [2020-12-06 10:04:48 main:581] : INFO : Epoch 587 | loss: 0.0317626 | val_loss: 0.031744 | Time: 3027.33 ms [2020-12-06 10:04:51 main:581] : INFO : Epoch 588 | loss: 0.0317552 | val_loss: 0.0317415 | Time: 3026.47 ms [2020-12-06 10:04:54 main:581] : INFO : Epoch 589 | loss: 0.0317576 | val_loss: 0.0317541 | Time: 3024.38 ms [2020-12-06 10:04:57 main:581] : INFO : Epoch 590 | loss: 0.0317617 | val_loss: 0.0317466 | Time: 3026.88 ms [2020-12-06 10:05:00 main:581] : INFO : Epoch 591 | loss: 0.0317647 | val_loss: 0.0317428 | Time: 3026.34 ms [2020-12-06 10:05:03 main:581] : INFO : Epoch 592 | loss: 0.0317578 | val_loss: 0.0317466 | Time: 3026.29 ms [2020-12-06 10:05:06 main:581] : INFO : Epoch 593 | loss: 0.0317539 | val_loss: 0.0317367 | Time: 3026 ms [2020-12-06 10:05:09 main:581] : INFO : Epoch 594 | loss: 0.0317531 | val_loss: 0.0317469 | Time: 3026.51 ms [2020-12-06 10:05:12 main:581] : INFO : Epoch 595 | loss: 0.0317945 | val_loss: 0.0317955 | Time: 3025.31 ms [2020-12-06 10:05:15 main:581] : INFO : Epoch 596 | loss: 0.0317734 | val_loss: 0.0317583 | Time: 3025.61 ms [2020-12-06 10:05:18 main:581] : INFO : Epoch 597 | loss: 0.0317603 | val_loss: 0.0317405 | Time: 3025.8 ms [2020-12-06 10:05:21 main:581] : INFO : Epoch 598 | loss: 0.0317558 | val_loss: 0.0317365 | Time: 3026.1 ms [2020-12-06 10:05:24 main:581] : INFO : Epoch 599 | loss: 0.0317646 | val_loss: 0.0317756 | Time: 3026.2 ms [2020-12-06 10:05:27 main:581] : INFO : Epoch 600 | loss: 0.0317717 | val_loss: 0.0317437 | Time: 3025.53 ms [2020-12-06 10:05:30 main:581] : INFO : Epoch 601 | loss: 0.031759 | val_loss: 0.0317421 | Time: 3025.62 ms [2020-12-06 10:05:33 main:581] : INFO : Epoch 602 | loss: 0.0317563 | val_loss: 0.0317427 | Time: 3026.04 ms [2020-12-06 10:05:36 main:581] : INFO : Epoch 603 | loss: 0.0317539 | val_loss: 0.0317501 | Time: 3025.7 ms [2020-12-06 10:05:39 main:581] : INFO : Epoch 604 | loss: 0.0317886 | val_loss: 0.0317804 | Time: 3024.83 ms [2020-12-06 10:05:42 main:581] : INFO : Epoch 605 | loss: 0.0317665 | val_loss: 0.0317383 | Time: 3026.15 ms [2020-12-06 10:05:45 main:581] : INFO : Epoch 606 | loss: 0.0317567 | val_loss: 0.0317377 | Time: 3026.45 ms [2020-12-06 10:05:48 main:581] : INFO : Epoch 607 | loss: 0.0317562 | val_loss: 0.0317437 | Time: 3026.73 ms [2020-12-06 10:05:51 main:581] : INFO : Epoch 608 | loss: 0.031762 | val_loss: 0.0317369 | Time: 3027.07 ms [2020-12-06 10:05:54 main:581] : INFO : Epoch 609 | loss: 0.0317751 | val_loss: 0.0317778 | Time: 3025.11 ms [2020-12-06 10:05:57 main:581] : INFO : Epoch 610 | loss: 0.0317829 | val_loss: 0.0317483 | Time: 3026.46 ms [2020-12-06 10:06:00 main:581] : INFO : Epoch 611 | loss: 0.0317632 | val_loss: 0.0317622 | Time: 3026.48 ms [2020-12-06 10:06:03 main:581] : INFO : Epoch 612 | loss: 0.0317641 | val_loss: 0.0317532 | Time: 3026.84 ms [2020-12-06 10:06:06 main:581] : INFO : Epoch 613 | loss: 0.0317792 | val_loss: 0.0317872 | Time: 3025.32 ms [2020-12-06 10:06:09 main:581] : INFO : Epoch 614 | loss: 0.031768 | val_loss: 0.0317539 | Time: 3024.97 ms [2020-12-06 10:06:12 main:581] : INFO : Epoch 615 | loss: 0.0317586 | val_loss: 0.0317525 | Time: 3026.06 ms [2020-12-06 10:06:15 main:581] : INFO : Epoch 616 | loss: 0.0317574 | val_loss: 0.0317457 | Time: 3024.98 ms [2020-12-06 10:06:18 main:581] : INFO : Epoch 617 | loss: 0.0317577 | val_loss: 0.0317471 | Time: 3025.86 ms [2020-12-06 10:06:21 main:581] : INFO : Epoch 618 | loss: 0.0317594 | val_loss: 0.0317493 | Time: 3025.13 ms [2020-12-06 10:06:24 main:581] : INFO : Epoch 619 | loss: 0.0318114 | val_loss: 0.0319808 | Time: 3026.67 ms [2020-12-06 10:06:27 main:581] : INFO : Epoch 620 | loss: 0.0318269 | val_loss: 0.0317508 | Time: 3027.51 ms [2020-12-06 10:06:30 main:581] : INFO : Epoch 621 | loss: 0.0317679 | val_loss: 0.0317363 | Time: 3024.4 ms [2020-12-06 10:06:33 main:581] : INFO : Epoch 622 | loss: 0.0317571 | val_loss: 0.0317445 | Time: 3025.7 ms [2020-12-06 10:06:37 main:581] : INFO : Epoch 623 | loss: 0.031757 | val_loss: 0.0317408 | Time: 3025.76 ms [2020-12-06 10:06:40 main:581] : INFO : Epoch 624 | loss: 0.0317553 | val_loss: 0.0317422 | Time: 3025.59 ms [2020-12-06 10:06:43 main:581] : INFO : Epoch 625 | loss: 0.031751 | val_loss: 0.0317429 | Time: 3024.27 ms [2020-12-06 10:06:46 main:581] : INFO : Epoch 626 | loss: 0.0317874 | val_loss: 0.0317406 | Time: 3027.21 ms [2020-12-06 10:06:49 main:581] : INFO : Epoch 627 | loss: 0.0317668 | val_loss: 0.0317451 | Time: 3025.65 ms [2020-12-06 10:06:52 main:581] : INFO : Epoch 628 | loss: 0.031755 | val_loss: 0.0317412 | Time: 3025.91 ms [2020-12-06 10:06:55 main:581] : INFO : Epoch 629 | loss: 0.0317541 | val_loss: 0.0317467 | Time: 3026.18 ms [2020-12-06 10:06:58 main:581] : INFO : Epoch 630 | loss: 0.0317665 | val_loss: 0.031772 | Time: 3026.21 ms [2020-12-06 10:07:01 main:581] : INFO : Epoch 631 | loss: 0.0317687 | val_loss: 0.0317541 | Time: 3025.37 ms [2020-12-06 10:07:04 main:581] : INFO : Epoch 632 | loss: 0.0317698 | val_loss: 0.0317559 | Time: 3025.75 ms [2020-12-06 10:07:07 main:581] : INFO : Epoch 633 | loss: 0.0317598 | val_loss: 0.031747 | Time: 3025.98 ms [2020-12-06 10:07:10 main:581] : INFO : Epoch 634 | loss: 0.0317627 | val_loss: 0.031754 | Time: 3025.54 ms [2020-12-06 10:07:13 main:581] : INFO : Epoch 635 | loss: 0.0317664 | val_loss: 0.0317468 | Time: 3025.99 ms [2020-12-06 10:07:16 main:581] : INFO : Epoch 636 | loss: 0.0317594 | val_loss: 0.0317488 | Time: 3026.5 ms [2020-12-06 10:07:19 main:581] : INFO : Epoch 637 | loss: 0.031764 | val_loss: 0.0317558 | Time: 3025.82 ms [2020-12-06 10:07:22 main:581] : INFO : Epoch 638 | loss: 0.0317947 | val_loss: 0.031755 | Time: 3025.88 ms [2020-12-06 10:07:25 main:581] : INFO : Epoch 639 | loss: 0.0317717 | val_loss: 0.0317403 | Time: 3026.35 ms [2020-12-06 10:07:28 main:581] : INFO : Epoch 640 | loss: 0.0317607 | val_loss: 0.0317548 | Time: 3024.88 ms [2020-12-06 10:07:31 main:581] : INFO : Epoch 641 | loss: 0.0317698 | val_loss: 0.0317415 | Time: 3024.49 ms [2020-12-06 10:07:34 main:581] : INFO : Epoch 642 | loss: 0.0317641 | val_loss: 0.0317498 | Time: 3026.52 ms [2020-12-06 10:07:37 main:581] : INFO : Epoch 643 | loss: 0.0317759 | val_loss: 0.0317519 | Time: 3026.49 ms [2020-12-06 10:07:40 main:581] : INFO : Epoch 644 | loss: 0.0317655 | val_loss: 0.0317459 | Time: 3026 ms [2020-12-06 10:07:43 main:581] : INFO : Epoch 645 | loss: 0.0317693 | val_loss: 0.0317778 | Time: 3025.4 ms [2020-12-06 10:07:46 main:581] : INFO : Epoch 646 | loss: 0.0317638 | val_loss: 0.0317555 | Time: 3025.88 ms [2020-12-06 10:07:49 main:581] : INFO : Epoch 647 | loss: 0.0317668 | val_loss: 0.0317547 | Time: 3026.32 ms [2020-12-06 10:07:52 main:581] : INFO : Epoch 648 | loss: 0.0318149 | val_loss: 0.0317665 | Time: 3023.95 ms [2020-12-06 10:07:55 main:581] : INFO : Epoch 649 | loss: 0.0317784 | val_loss: 0.0317547 | Time: 3025.46 ms [2020-12-06 10:07:58 main:581] : INFO : Epoch 650 | loss: 0.0317615 | val_loss: 0.0317446 | Time: 3026.61 ms [2020-12-06 10:08:01 main:581] : INFO : Epoch 651 | loss: 0.0317621 | val_loss: 0.0317511 | Time: 3026.82 ms [2020-12-06 10:08:04 main:581] : INFO : Epoch 652 | loss: 0.0317583 | val_loss: 0.0317442 | Time: 3025.25 ms [2020-12-06 10:08:07 main:581] : INFO : Epoch 653 | loss: 0.0317616 | val_loss: 0.0317396 | Time: 3027.01 ms [2020-12-06 10:08:10 main:581] : INFO : Epoch 654 | loss: 0.0317526 | val_loss: 0.0317424 | Time: 3025.45 ms [2020-12-06 10:08:13 main:581] : INFO : Epoch 655 | loss: 0.0317924 | val_loss: 0.0317594 | Time: 3024.63 ms [2020-12-06 10:08:16 main:581] : INFO : Epoch 656 | loss: 0.0317687 | val_loss: 0.0317394 | Time: 3025.38 ms [2020-12-06 10:08:19 main:581] : INFO : Epoch 657 | loss: 0.0317582 | val_loss: 0.0317421 | Time: 3028.05 ms [2020-12-06 10:08:22 main:581] : INFO : Epoch 658 | loss: 0.0317587 | val_loss: 0.0317489 | Time: 3025.01 ms [2020-12-06 10:08:25 main:581] : INFO : Epoch 659 | loss: 0.0317663 | val_loss: 0.0317433 | Time: 3025.9 ms [2020-12-06 10:08:28 main:581] : INFO : Epoch 660 | loss: 0.0317614 | val_loss: 0.0317399 | Time: 3025.94 ms [2020-12-06 10:08:32 main:581] : INFO : Epoch 661 | loss: 0.031803 | val_loss: 0.0317928 | Time: 3026.29 ms [2020-12-06 10:08:35 main:581] : INFO : Epoch 662 | loss: 0.0317847 | val_loss: 0.0317522 | Time: 3026.87 ms [2020-12-06 10:08:38 main:581] : INFO : Epoch 663 | loss: 0.0317684 | val_loss: 0.0317517 | Time: 3026.83 ms [2020-12-06 10:08:41 main:581] : INFO : Epoch 664 | loss: 0.0317668 | val_loss: 0.0317392 | Time: 3025.52 ms [2020-12-06 10:08:44 main:581] : INFO : Epoch 665 | loss: 0.0317555 | val_loss: 0.0317411 | Time: 3024.99 ms [2020-12-06 10:08:47 main:581] : INFO : Epoch 666 | loss: 0.031756 | val_loss: 0.0317512 | Time: 3025.07 ms [2020-12-06 10:08:50 main:581] : INFO : Epoch 667 | loss: 0.0317564 | val_loss: 0.0317433 | Time: 3026.56 ms [2020-12-06 10:08:53 main:581] : INFO : Epoch 668 | loss: 0.0317551 | val_loss: 0.03174 | Time: 3026.38 ms [2020-12-06 10:08:56 main:581] : INFO : Epoch 669 | loss: 0.0317575 | val_loss: 0.0317485 | Time: 3025.14 ms [2020-12-06 10:08:59 main:581] : INFO : Epoch 670 | loss: 0.0317787 | val_loss: 0.0317573 | Time: 3026.04 ms [2020-12-06 10:09:02 main:581] : INFO : Epoch 671 | loss: 0.0317616 | val_loss: 0.0317448 | Time: 3026.68 ms [2020-12-06 10:09:05 main:581] : INFO : Epoch 672 | loss: 0.0317607 | val_loss: 0.0317556 | Time: 3024.66 ms [2020-12-06 10:09:08 main:581] : INFO : Epoch 673 | loss: 0.0317672 | val_loss: 0.0317517 | Time: 3027.25 ms [2020-12-06 10:09:11 main:581] : INFO : Epoch 674 | loss: 0.0317652 | val_loss: 0.0317526 | Time: 3026.5 ms [2020-12-06 10:09:14 main:581] : INFO : Epoch 675 | loss: 0.0317756 | val_loss: 0.0318097 | Time: 3026.46 ms [2020-12-06 10:09:17 main:581] : INFO : Epoch 676 | loss: 0.0317935 | val_loss: 0.0317515 | Time: 3025.57 ms [2020-12-06 10:09:20 main:581] : INFO : Epoch 677 | loss: 0.0317673 | val_loss: 0.0317567 | Time: 3026.03 ms [2020-12-06 10:09:23 main:581] : INFO : Epoch 678 | loss: 0.0317668 | val_loss: 0.0317541 | Time: 3026.34 ms [2020-12-06 10:09:26 main:581] : INFO : Epoch 679 | loss: 0.0317632 | val_loss: 0.0317393 | Time: 3025.82 ms [2020-12-06 10:09:29 main:581] : INFO : Epoch 680 | loss: 0.0317608 | val_loss: 0.0317459 | Time: 3026.66 ms [2020-12-06 10:09:32 main:581] : INFO : Epoch 681 | loss: 0.0317562 | val_loss: 0.0317403 | Time: 3025.6 ms [2020-12-06 10:09:35 main:581] : INFO : Epoch 682 | loss: 0.0317532 | val_loss: 0.0317482 | Time: 3026.96 ms [2020-12-06 10:09:38 main:581] : INFO : Epoch 683 | loss: 0.0318005 | val_loss: 0.0317711 | Time: 3025.75 ms [2020-12-06 10:09:41 main:581] : INFO : Epoch 684 | loss: 0.0317636 | val_loss: 0.0317401 | Time: 3026.27 ms [2020-12-06 10:09:44 main:581] : INFO : Epoch 685 | loss: 0.0317581 | val_loss: 0.0317428 | Time: 3025.22 ms [2020-12-06 10:09:47 main:581] : INFO : Epoch 686 | loss: 0.0317692 | val_loss: 0.0317496 | Time: 3025.88 ms [2020-12-06 10:09:50 main:581] : INFO : Epoch 687 | loss: 0.0317659 | val_loss: 0.0317448 | Time: 3025.21 ms [2020-12-06 10:09:53 main:581] : INFO : Epoch 688 | loss: 0.0317567 | val_loss: 0.0317523 | Time: 3026.27 ms [2020-12-06 10:09:56 main:581] : INFO : Epoch 689 | loss: 0.0317664 | val_loss: 0.0317587 | Time: 3025.11 ms [2020-12-06 10:09:59 main:581] : INFO : Epoch 690 | loss: 0.0317738 | val_loss: 0.0317528 | Time: 3025.47 ms [2020-12-06 10:10:02 main:581] : INFO : Epoch 691 | loss: 0.0317666 | val_loss: 0.0317353 | Time: 3025.71 ms [2020-12-06 10:10:05 main:581] : INFO : Epoch 692 | loss: 0.0317591 | val_loss: 0.0317462 | Time: 3026.3 ms [2020-12-06 10:10:08 main:581] : INFO : Epoch 693 | loss: 0.0317568 | val_loss: 0.0317371 | Time: 3025.27 ms [2020-12-06 10:10:11 main:581] : INFO : Epoch 694 | loss: 0.0317858 | val_loss: 0.0317622 | Time: 3024.4 ms [2020-12-06 10:10:14 main:581] : INFO : Epoch 695 | loss: 0.0317775 | val_loss: 0.0317646 | Time: 3026.68 ms [2020-12-06 10:10:17 main:581] : INFO : Epoch 696 | loss: 0.031784 | val_loss: 0.031763 | Time: 3027.22 ms [2020-12-06 10:10:20 main:581] : INFO : Epoch 697 | loss: 0.0317607 | val_loss: 0.0317366 | Time: 3025.55 ms [2020-12-06 10:10:23 main:581] : INFO : Epoch 698 | loss: 0.0317569 | val_loss: 0.0317432 | Time: 3024.66 ms [2020-12-06 10:10:26 main:581] : INFO : Epoch 699 | loss: 0.0317638 | val_loss: 0.031751 | Time: 3026.45 ms [2020-12-06 10:10:30 main:581] : INFO : Epoch 700 | loss: 0.0317666 | val_loss: 0.0317459 | Time: 3025.91 ms [2020-12-06 10:10:33 main:581] : INFO : Epoch 701 | loss: 0.0317849 | val_loss: 0.0317673 | Time: 3025.95 ms [2020-12-06 10:10:36 main:581] : INFO : Epoch 702 | loss: 0.0317622 | val_loss: 0.0317472 | Time: 3025.83 ms [2020-12-06 10:10:39 main:581] : INFO : Epoch 703 | loss: 0.0317645 | val_loss: 0.0317542 | Time: 3026.56 ms [2020-12-06 10:10:42 main:581] : INFO : Epoch 704 | loss: 0.0317577 | val_loss: 0.0317454 | Time: 3025.55 ms [2020-12-06 10:10:45 main:581] : INFO : Epoch 705 | loss: 0.0317593 | val_loss: 0.0317682 | Time: 3026.49 ms [2020-12-06 10:10:48 main:581] : INFO : Epoch 706 | loss: 0.0317919 | val_loss: 0.0317532 | Time: 3026.76 ms [2020-12-06 10:10:51 main:581] : INFO : Epoch 707 | loss: 0.0317625 | val_loss: 0.0317519 | Time: 3026.7 ms [2020-12-06 10:10:54 main:581] : INFO : Epoch 708 | loss: 0.0317636 | val_loss: 0.0317558 | Time: 3024.34 ms [2020-12-06 10:10:57 main:581] : INFO : Epoch 709 | loss: 0.0317561 | val_loss: 0.031737 | Time: 3025.78 ms [2020-12-06 10:11:00 main:581] : INFO : Epoch 710 | loss: 0.0317576 | val_loss: 0.0317401 | Time: 3026.09 ms [2020-12-06 10:11:03 main:581] : INFO : Epoch 711 | loss: 0.031764 | val_loss: 0.0317515 | Time: 3025.08 ms [2020-12-06 10:11:06 main:581] : INFO : Epoch 712 | loss: 0.031766 | val_loss: 0.0317499 | Time: 3025.97 ms [2020-12-06 10:11:09 main:581] : INFO : Epoch 713 | loss: 0.0317667 | val_loss: 0.0317509 | Time: 3025.64 ms [2020-12-06 10:11:12 main:581] : INFO : Epoch 714 | loss: 0.0317734 | val_loss: 0.0317589 | Time: 3026.12 ms [2020-12-06 10:11:15 main:581] : INFO : Epoch 715 | loss: 0.0317667 | val_loss: 0.0317414 | Time: 3025.9 ms [2020-12-06 10:11:18 main:581] : INFO : Epoch 716 | loss: 0.0317672 | val_loss: 0.0317599 | Time: 3027.41 ms [2020-12-06 10:11:21 main:581] : INFO : Epoch 717 | loss: 0.0317666 | val_loss: 0.0317439 | Time: 3026.87 ms [2020-12-06 10:11:24 main:581] : INFO : Epoch 718 | loss: 0.0317611 | val_loss: 0.0317671 | Time: 3026.14 ms [2020-12-06 10:11:27 main:581] : INFO : Epoch 719 | loss: 0.0317803 | val_loss: 0.0317938 | Time: 3026 ms [2020-12-06 10:11:30 main:581] : INFO : Epoch 720 | loss: 0.0405832 | val_loss: 0.0740042 | Time: 3026.16 ms [2020-12-06 10:11:33 main:581] : INFO : Epoch 721 | loss: 0.0554874 | val_loss: 0.0388777 | Time: 3025.93 ms [2020-12-06 10:11:36 main:581] : INFO : Epoch 722 | loss: 0.0359039 | val_loss: 0.0336787 | Time: 3025.57 ms [2020-12-06 10:11:39 main:581] : INFO : Epoch 723 | loss: 0.0328905 | val_loss: 0.032508 | Time: 3027.18 ms [2020-12-06 10:11:42 main:581] : INFO : Epoch 724 | loss: 0.032339 | val_loss: 0.0322483 | Time: 3025.58 ms [2020-12-06 10:11:45 main:581] : INFO : Epoch 725 | loss: 0.0321109 | val_loss: 0.0321017 | Time: 3025.55 ms [2020-12-06 10:11:48 main:581] : INFO : Epoch 726 | loss: 0.0320653 | val_loss: 0.0320821 | Time: 3025.59 ms [2020-12-06 10:11:51 main:581] : INFO : Epoch 727 | loss: 0.0320593 | val_loss: 0.0320923 | Time: 3025.42 ms [2020-12-06 10:11:54 main:581] : INFO : Epoch 728 | loss: 0.0320478 | val_loss: 0.0320661 | Time: 3025.71 ms [2020-12-06 10:11:57 main:581] : INFO : Epoch 729 | loss: 0.0319617 | val_loss: 0.0318974 | Time: 3024.99 ms [2020-12-06 10:12:00 main:581] : INFO : Epoch 730 | loss: 0.0318763 | val_loss: 0.0318408 | Time: 3026.57 ms [2020-12-06 10:12:03 main:581] : INFO : Epoch 731 | loss: 0.031865 | val_loss: 0.0318402 | Time: 3026.11 ms [2020-12-06 10:12:06 main:581] : INFO : Epoch 732 | loss: 0.031861 | val_loss: 0.0318267 | Time: 3026.47 ms [2020-12-06 10:12:09 main:581] : INFO : Epoch 733 | loss: 0.0318512 | val_loss: 0.0318321 | Time: 3027.08 ms [2020-12-06 10:12:12 main:581] : INFO : Epoch 734 | loss: 0.0318529 | val_loss: 0.0318292 | Time: 3026.89 ms [2020-12-06 10:12:15 main:581] : INFO : Epoch 735 | loss: 0.0318443 | val_loss: 0.0318244 | Time: 3025.84 ms [2020-12-06 10:12:18 main:581] : INFO : Epoch 736 | loss: 0.0318446 | val_loss: 0.0318239 | Time: 3025.74 ms [2020-12-06 10:12:21 main:581] : INFO : Epoch 737 | loss: 0.0318416 | val_loss: 0.0318155 | Time: 3026.56 ms [2020-12-06 10:12:25 main:581] : INFO : Epoch 738 | loss: 0.0318501 | val_loss: 0.0318402 | Time: 3026.83 ms [2020-12-06 10:12:28 main:581] : INFO : Epoch 739 | loss: 0.0318448 | val_loss: 0.0318246 | Time: 3026.38 ms [2020-12-06 10:12:31 main:581] : INFO : Epoch 740 | loss: 0.0318437 | val_loss: 0.0318229 | Time: 3026.56 ms [2020-12-06 10:12:34 main:581] : INFO : Epoch 741 | loss: 0.0318413 | val_loss: 0.0318109 | Time: 3025.43 ms [2020-12-06 10:12:37 main:581] : INFO : Epoch 742 | loss: 0.031838 | val_loss: 0.0318111 | Time: 3025.37 ms [2020-12-06 10:12:40 main:581] : INFO : Epoch 743 | loss: 0.0318351 | val_loss: 0.0318073 | Time: 3025.08 ms [2020-12-06 10:12:43 main:581] : INFO : Epoch 744 | loss: 0.0318378 | val_loss: 0.031816 | Time: 3026.27 ms [2020-12-06 10:12:46 main:581] : INFO : Epoch 745 | loss: 0.0318351 | val_loss: 0.0318026 | Time: 3024.91 ms [2020-12-06 10:12:49 main:581] : INFO : Epoch 746 | loss: 0.0318329 | val_loss: 0.0318111 | Time: 3027.9 ms [2020-12-06 10:12:52 main:581] : INFO : Epoch 747 | loss: 0.0318372 | val_loss: 0.0318121 | Time: 3025.59 ms [2020-12-06 10:12:55 main:581] : INFO : Epoch 748 | loss: 0.0318356 | val_loss: 0.0318143 | Time: 3026.27 ms [2020-12-06 10:12:58 main:581] : INFO : Epoch 749 | loss: 0.0318314 | val_loss: 0.0318067 | Time: 3025.93 ms [2020-12-06 10:13:01 main:581] : INFO : Epoch 750 | loss: 0.031832 | val_loss: 0.031804 | Time: 3025.44 ms [2020-12-06 10:13:04 main:581] : INFO : Epoch 751 | loss: 0.0318315 | val_loss: 0.0318169 | Time: 3024.78 ms [2020-12-06 10:13:07 main:581] : INFO : Epoch 752 | loss: 0.0318311 | val_loss: 0.0318119 | Time: 3026.76 ms [2020-12-06 10:13:10 main:581] : INFO : Epoch 753 | loss: 0.0318306 | val_loss: 0.0318132 | Time: 3025.29 ms [2020-12-06 10:13:13 main:581] : INFO : Epoch 754 | loss: 0.0318334 | val_loss: 0.0318092 | Time: 3025.79 ms [2020-12-06 10:13:16 main:581] : INFO : Epoch 755 | loss: 0.0318365 | val_loss: 0.0318257 | Time: 3028.62 ms [2020-12-06 10:13:19 main:581] : INFO : Epoch 756 | loss: 0.0318366 | val_loss: 0.0318092 | Time: 3025.97 ms [2020-12-06 10:13:22 main:581] : INFO : Epoch 757 | loss: 0.0318392 | val_loss: 0.0317975 | Time: 3026.17 ms [2020-12-06 10:13:25 main:581] : INFO : Epoch 758 | loss: 0.031822 | val_loss: 0.0318014 | Time: 3025.88 ms [2020-12-06 10:13:28 main:581] : INFO : Epoch 759 | loss: 0.031823 | val_loss: 0.031795 | Time: 3026.2 ms [2020-12-06 10:13:31 main:581] : INFO : Epoch 760 | loss: 0.0318245 | val_loss: 0.0317999 | Time: 3025.76 ms [2020-12-06 10:13:34 main:581] : INFO : Epoch 761 | loss: 0.0318212 | val_loss: 0.031799 | Time: 3026.49 ms [2020-12-06 10:13:37 main:581] : INFO : Epoch 762 | loss: 0.0318193 | val_loss: 0.0318023 | Time: 3028.07 ms [2020-12-06 10:13:40 main:581] : INFO : Epoch 763 | loss: 0.0318271 | val_loss: 0.0318101 | Time: 3026.2 ms [2020-12-06 10:13:43 main:581] : INFO : Epoch 764 | loss: 0.0318287 | val_loss: 0.0318021 | Time: 3026.43 ms [2020-12-06 10:13:46 main:581] : INFO : Epoch 765 | loss: 0.0318252 | val_loss: 0.031801 | Time: 3026.97 ms [2020-12-06 10:13:49 main:581] : INFO : Epoch 766 | loss: 0.0318216 | val_loss: 0.0318004 | Time: 3026.28 ms [2020-12-06 10:13:52 main:581] : INFO : Epoch 767 | loss: 0.0318197 | val_loss: 0.0317997 | Time: 3025.05 ms [2020-12-06 10:13:55 main:581] : INFO : Epoch 768 | loss: 0.031821 | val_loss: 0.0317907 | Time: 3024.33 ms [2020-12-06 10:13:58 main:581] : INFO : Epoch 769 | loss: 0.0318186 | val_loss: 0.0317911 | Time: 3025.45 ms [2020-12-06 10:14:01 main:581] : INFO : Epoch 770 | loss: 0.0318192 | val_loss: 0.031788 | Time: 3026.2 ms [2020-12-06 10:14:04 main:581] : INFO : Epoch 771 | loss: 0.0318162 | val_loss: 0.0317916 | Time: 3026.2 ms [2020-12-06 10:14:07 main:581] : INFO : Epoch 772 | loss: 0.0318161 | val_loss: 0.0317979 | Time: 3025.13 ms [2020-12-06 10:14:10 main:581] : INFO : Epoch 773 | loss: 0.0318211 | val_loss: 0.0317905 | Time: 3026.48 ms [2020-12-06 10:14:13 main:581] : INFO : Epoch 774 | loss: 0.0318178 | val_loss: 0.0317948 | Time: 3025.84 ms [2020-12-06 10:14:16 main:581] : INFO : Epoch 775 | loss: 0.0318182 | val_loss: 0.0317969 | Time: 3025.71 ms [2020-12-06 10:14:20 main:581] : INFO : Epoch 776 | loss: 0.0318202 | val_loss: 0.0317894 | Time: 3026.04 ms [2020-12-06 10:14:23 main:581] : INFO : Epoch 777 | loss: 0.0318181 | val_loss: 0.0317905 | Time: 3025.58 ms [2020-12-06 10:14:26 main:581] : INFO : Epoch 778 | loss: 0.0318166 | val_loss: 0.0317911 | Time: 3026.23 ms [2020-12-06 10:14:29 main:581] : INFO : Epoch 779 | loss: 0.0318205 | val_loss: 0.0317918 | Time: 3028.45 ms [2020-12-06 10:14:32 main:581] : INFO : Epoch 780 | loss: 0.0318175 | val_loss: 0.0317952 | Time: 3025.69 ms [2020-12-06 10:14:35 main:581] : INFO : Epoch 781 | loss: 0.0318202 | val_loss: 0.0318014 | Time: 3025.99 ms [2020-12-06 10:14:38 main:581] : INFO : Epoch 782 | loss: 0.0318206 | val_loss: 0.0317908 | Time: 3025.2 ms [2020-12-06 10:14:41 main:581] : INFO : Epoch 783 | loss: 0.0318179 | val_loss: 0.0317949 | Time: 3026.46 ms [2020-12-06 10:14:44 main:581] : INFO : Epoch 784 | loss: 0.0318231 | val_loss: 0.0317931 | Time: 3026.66 ms [2020-12-06 10:14:47 main:581] : INFO : Epoch 785 | loss: 0.0318206 | val_loss: 0.0317992 | Time: 3025.8 ms [2020-12-06 10:14:50 main:581] : INFO : Epoch 786 | loss: 0.031821 | val_loss: 0.0317937 | Time: 3026.05 ms [2020-12-06 10:14:53 main:581] : INFO : Epoch 787 | loss: 0.0318184 | val_loss: 0.0318118 | Time: 3026.59 ms [2020-12-06 10:14:56 main:581] : INFO : Epoch 788 | loss: 0.0318201 | val_loss: 0.0317933 | Time: 3026.11 ms [2020-12-06 10:14:59 main:581] : INFO : Epoch 789 | loss: 0.0318201 | val_loss: 0.0317904 | Time: 3025.42 ms [2020-12-06 10:15:02 main:581] : INFO : Epoch 790 | loss: 0.0318224 | val_loss: 0.0318006 | Time: 3026.34 ms [2020-12-06 10:15:05 main:581] : INFO : Epoch 791 | loss: 0.031822 | val_loss: 0.0317932 | Time: 3025.99 ms [2020-12-06 10:15:08 main:581] : INFO : Epoch 792 | loss: 0.0318195 | val_loss: 0.0317978 | Time: 3026.26 ms [2020-12-06 10:15:11 main:581] : INFO : Epoch 793 | loss: 0.0318214 | val_loss: 0.0317975 | Time: 3026.92 ms [2020-12-06 10:15:14 main:581] : INFO : Epoch 794 | loss: 0.0318149 | val_loss: 0.0317989 | Time: 3027.1 ms [2020-12-06 10:15:17 main:581] : INFO : Epoch 795 | loss: 0.0318177 | val_loss: 0.0317974 | Time: 3026.3 ms [2020-12-06 10:15:20 main:581] : INFO : Epoch 796 | loss: 0.031822 | val_loss: 0.0317955 | Time: 3025.56 ms [2020-12-06 10:15:23 main:581] : INFO : Epoch 797 | loss: 0.0318234 | val_loss: 0.0318067 | Time: 3026.18 ms [2020-12-06 10:15:26 main:581] : INFO : Epoch 798 | loss: 0.0318238 | val_loss: 0.0318003 | Time: 3025.76 ms [2020-12-06 10:15:29 main:581] : INFO : Epoch 799 | loss: 0.0318218 | val_loss: 0.031792 | Time: 3025.33 ms [2020-12-06 10:15:32 main:581] : INFO : Epoch 800 | loss: 0.0318153 | val_loss: 0.0317938 | Time: 3026.2 ms [2020-12-06 10:15:35 main:581] : INFO : Epoch 801 | loss: 0.0318169 | val_loss: 0.0317861 | Time: 3026.28 ms [2020-12-06 10:15:38 main:581] : INFO : Epoch 802 | loss: 0.0318133 | val_loss: 0.0317919 | Time: 3025.26 ms [2020-12-06 10:15:41 main:581] : INFO : Epoch 803 | loss: 0.031815 | val_loss: 0.0317896 | Time: 3026.58 ms [2020-12-06 10:15:44 main:581] : INFO : Epoch 804 | loss: 0.0318121 | val_loss: 0.0317974 | Time: 3026.34 ms [2020-12-06 10:15:47 main:581] : INFO : Epoch 805 | loss: 0.0318152 | val_loss: 0.0317933 | Time: 3025.89 ms [2020-12-06 10:15:50 main:581] : INFO : Epoch 806 | loss: 0.0318196 | val_loss: 0.0317936 | Time: 3026.44 ms [2020-12-06 10:15:53 main:581] : INFO : Epoch 807 | loss: 0.031816 | val_loss: 0.0317876 | Time: 3026.1 ms [2020-12-06 10:15:56 main:581] : INFO : Epoch 808 | loss: 0.0318146 | val_loss: 0.0317849 | Time: 3025.06 ms [2020-12-06 10:15:59 main:581] : INFO : Epoch 809 | loss: 0.0318151 | val_loss: 0.0317937 | Time: 3026.69 ms [2020-12-06 10:16:02 main:581] : INFO : Epoch 810 | loss: 0.0318174 | val_loss: 0.0317996 | Time: 3026.56 ms [2020-12-06 10:16:05 main:581] : INFO : Epoch 811 | loss: 0.0318222 | val_loss: 0.0318096 | Time: 3026.45 ms [2020-12-06 10:16:08 main:581] : INFO : Epoch 812 | loss: 0.0318168 | val_loss: 0.0317911 | Time: 3026.12 ms [2020-12-06 10:16:12 main:581] : INFO : Epoch 813 | loss: 0.0318174 | val_loss: 0.0317876 | Time: 3026.11 ms [2020-12-06 10:16:15 main:581] : INFO : Epoch 814 | loss: 0.0318204 | val_loss: 0.0318171 | Time: 3026.76 ms [2020-12-06 10:16:18 main:581] : INFO : Epoch 815 | loss: 0.0318233 | val_loss: 0.0318011 | Time: 3027.46 ms [2020-12-06 10:16:21 main:581] : INFO : Epoch 816 | loss: 0.0318192 | val_loss: 0.0318008 | Time: 3025.47 ms [2020-12-06 10:16:24 main:581] : INFO : Epoch 817 | loss: 0.0318208 | val_loss: 0.0317897 | Time: 3026.04 ms [2020-12-06 10:16:27 main:581] : INFO : Epoch 818 | loss: 0.0318187 | val_loss: 0.031786 | Time: 3027.12 ms [2020-12-06 10:16:30 main:581] : INFO : Epoch 819 | loss: 0.0318202 | val_loss: 0.0318004 | Time: 3026.42 ms [2020-12-06 10:16:33 main:581] : INFO : Epoch 820 | loss: 0.0318227 | val_loss: 0.0317893 | Time: 3026.21 ms [2020-12-06 10:16:36 main:581] : INFO : Epoch 821 | loss: 0.0318128 | val_loss: 0.0318044 | Time: 3026.93 ms [2020-12-06 10:16:39 main:581] : INFO : Epoch 822 | loss: 0.0318174 | val_loss: 0.0318098 | Time: 3026.07 ms [2020-12-06 10:16:42 main:581] : INFO : Epoch 823 | loss: 0.0318237 | val_loss: 0.0318123 | Time: 3024.95 ms [2020-12-06 10:16:45 main:581] : INFO : Epoch 824 | loss: 0.0318239 | val_loss: 0.0317923 | Time: 3026.53 ms [2020-12-06 10:16:48 main:581] : INFO : Epoch 825 | loss: 0.0318166 | val_loss: 0.0317911 | Time: 3027.49 ms [2020-12-06 10:16:51 main:581] : INFO : Epoch 826 | loss: 0.0318155 | val_loss: 0.0317927 | Time: 3025.3 ms [2020-12-06 10:16:54 main:581] : INFO : Epoch 827 | loss: 0.0318141 | val_loss: 0.0317827 | Time: 3025.74 ms [2020-12-06 10:16:57 main:581] : INFO : Epoch 828 | loss: 0.0318212 | val_loss: 0.0318319 | Time: 3026.17 ms [2020-12-06 10:17:00 main:581] : INFO : Epoch 829 | loss: 0.0318473 | val_loss: 0.0317966 | Time: 3026.56 ms [2020-12-06 10:17:03 main:581] : INFO : Epoch 830 | loss: 0.0318195 | val_loss: 0.031795 | Time: 3025.65 ms [2020-12-06 10:17:06 main:581] : INFO : Epoch 831 | loss: 0.0318181 | val_loss: 0.0317917 | Time: 3025.33 ms [2020-12-06 10:17:09 main:581] : INFO : Epoch 832 | loss: 0.0318127 | val_loss: 0.0317873 | Time: 3027.43 ms [2020-12-06 10:17:12 main:581] : INFO : Epoch 833 | loss: 0.0318139 | val_loss: 0.0317849 | Time: 3026.56 ms [2020-12-06 10:17:15 main:581] : INFO : Epoch 834 | loss: 0.0318175 | val_loss: 0.0317906 | Time: 3025.94 ms [2020-12-06 10:17:18 main:581] : INFO : Epoch 835 | loss: 0.031813 | val_loss: 0.0317913 | Time: 3026.97 ms [2020-12-06 10:17:21 main:581] : INFO : Epoch 836 | loss: 0.0318212 | val_loss: 0.0317998 | Time: 3026.88 ms [2020-12-06 10:17:24 main:581] : INFO : Epoch 837 | loss: 0.0318154 | val_loss: 0.031794 | Time: 3026.45 ms [2020-12-06 10:17:27 main:581] : INFO : Epoch 838 | loss: 0.0318144 | val_loss: 0.0317996 | Time: 3025.82 ms [2020-12-06 10:17:30 main:581] : INFO : Epoch 839 | loss: 0.031825 | val_loss: 0.0317917 | Time: 3027.6 ms [2020-12-06 10:17:33 main:581] : INFO : Epoch 840 | loss: 0.0318542 | val_loss: 0.0317934 | Time: 3026.13 ms [2020-12-06 10:17:36 main:581] : INFO : Epoch 841 | loss: 0.0318207 | val_loss: 0.0318082 | Time: 3026.49 ms [2020-12-06 10:17:39 main:581] : INFO : Epoch 842 | loss: 0.0318215 | val_loss: 0.0317848 | Time: 3027.48 ms [2020-12-06 10:17:42 main:581] : INFO : Epoch 843 | loss: 0.0318183 | val_loss: 0.0317952 | Time: 3027.16 ms [2020-12-06 10:17:45 main:581] : INFO : Epoch 844 | loss: 0.031819 | val_loss: 0.0317898 | Time: 3026.41 ms [2020-12-06 10:17:48 main:581] : INFO : Epoch 845 | loss: 0.0318148 | val_loss: 0.0317884 | Time: 3026.3 ms [2020-12-06 10:17:51 main:581] : INFO : Epoch 846 | loss: 0.0318142 | val_loss: 0.0317869 | Time: 3026.35 ms [2020-12-06 10:17:54 main:581] : INFO : Epoch 847 | loss: 0.0318143 | val_loss: 0.0317887 | Time: 3025.18 ms [2020-12-06 10:17:57 main:581] : INFO : Epoch 848 | loss: 0.0318271 | val_loss: 0.0318027 | Time: 3026.02 ms [2020-12-06 10:18:00 main:581] : INFO : Epoch 849 | loss: 0.031823 | val_loss: 0.0317978 | Time: 3026.9 ms [2020-12-06 10:18:03 main:581] : INFO : Epoch 850 | loss: 0.0318203 | val_loss: 0.0317936 | Time: 3027.19 ms [2020-12-06 10:18:07 main:581] : INFO : Epoch 851 | loss: 0.0318229 | val_loss: 0.0318307 | Time: 3026.15 ms [2020-12-06 10:18:10 main:581] : INFO : Epoch 852 | loss: 0.0318566 | val_loss: 0.0317968 | Time: 3026.01 ms [2020-12-06 10:18:13 main:581] : INFO : Epoch 853 | loss: 0.0318168 | val_loss: 0.0317838 | Time: 3025.9 ms [2020-12-06 10:18:16 main:581] : INFO : Epoch 854 | loss: 0.0318197 | val_loss: 0.0317909 | Time: 3025.66 ms [2020-12-06 10:18:19 main:581] : INFO : Epoch 855 | loss: 0.0318155 | val_loss: 0.0317952 | Time: 3026.71 ms [2020-12-06 10:18:22 main:581] : INFO : Epoch 856 | loss: 0.0318114 | val_loss: 0.0317914 | Time: 3026.54 ms [2020-12-06 10:18:25 main:581] : INFO : Epoch 857 | loss: 0.0318133 | val_loss: 0.031788 | Time: 3026.23 ms [2020-12-06 10:18:28 main:581] : INFO : Epoch 858 | loss: 0.0318169 | val_loss: 0.0317905 | Time: 3025.42 ms [2020-12-06 10:18:31 main:581] : INFO : Epoch 859 | loss: 0.0318173 | val_loss: 0.0317908 | Time: 3026.53 ms [2020-12-06 10:18:34 main:581] : INFO : Epoch 860 | loss: 0.0318156 | val_loss: 0.0317872 | Time: 3026.05 ms [2020-12-06 10:18:37 main:581] : INFO : Epoch 861 | loss: 0.0318177 | val_loss: 0.0317862 | Time: 3025.79 ms [2020-12-06 10:18:40 main:581] : INFO : Epoch 862 | loss: 0.031817 | val_loss: 0.0318016 | Time: 3026.45 ms [2020-12-06 10:18:43 main:581] : INFO : Epoch 863 | loss: 0.0318838 | val_loss: 0.0318351 | Time: 3026.48 ms [2020-12-06 10:18:46 main:581] : INFO : Epoch 864 | loss: 0.0318354 | val_loss: 0.0317974 | Time: 3026.17 ms [2020-12-06 10:18:49 main:581] : INFO : Epoch 865 | loss: 0.0318162 | val_loss: 0.0317918 | Time: 3026.67 ms [2020-12-06 10:18:52 main:581] : INFO : Epoch 866 | loss: 0.0318182 | val_loss: 0.0317895 | Time: 3027.29 ms [2020-12-06 10:18:55 main:581] : INFO : Epoch 867 | loss: 0.0318108 | val_loss: 0.0317858 | Time: 3025.64 ms [2020-12-06 10:18:58 main:581] : INFO : Epoch 868 | loss: 0.0318089 | val_loss: 0.0317873 | Time: 3024.48 ms [2020-12-06 10:19:01 main:581] : INFO : Epoch 869 | loss: 0.0318166 | val_loss: 0.0318028 | Time: 3025.82 ms [2020-12-06 10:19:04 main:581] : INFO : Epoch 870 | loss: 0.0318147 | val_loss: 0.0317833 | Time: 3026.44 ms [2020-12-06 10:19:07 main:581] : INFO : Epoch 871 | loss: 0.0318119 | val_loss: 0.0317929 | Time: 3026.78 ms [2020-12-06 10:19:10 main:581] : INFO : Epoch 872 | loss: 0.0318165 | val_loss: 0.0318128 | Time: 3025.8 ms [2020-12-06 10:19:13 main:581] : INFO : Epoch 873 | loss: 0.0318268 | val_loss: 0.0317908 | Time: 3025.96 ms [2020-12-06 10:19:16 main:581] : INFO : Epoch 874 | loss: 0.0318133 | val_loss: 0.0317869 | Time: 3025.46 ms [2020-12-06 10:19:19 main:581] : INFO : Epoch 875 | loss: 0.0318168 | val_loss: 0.0317999 | Time: 3025.07 ms [2020-12-06 10:19:22 main:581] : INFO : Epoch 876 | loss: 0.0318186 | val_loss: 0.0317927 | Time: 3025.18 ms [2020-12-06 10:19:25 main:581] : INFO : Epoch 877 | loss: 0.0318154 | val_loss: 0.0317918 | Time: 3026.02 ms [2020-12-06 10:19:28 main:581] : INFO : Epoch 878 | loss: 0.0318131 | val_loss: 0.0317982 | Time: 3025.95 ms [2020-12-06 10:19:31 main:581] : INFO : Epoch 879 | loss: 0.0318261 | val_loss: 0.0318112 | Time: 3026.45 ms [2020-12-06 10:19:34 main:581] : INFO : Epoch 880 | loss: 0.0318149 | val_loss: 0.0318056 | Time: 3024.88 ms [2020-12-06 10:19:37 main:581] : INFO : Epoch 881 | loss: 0.0318117 | val_loss: 0.0317916 | Time: 3026.19 ms [2020-12-06 10:19:40 main:581] : INFO : Epoch 882 | loss: 0.0318141 | val_loss: 0.0317899 | Time: 3026.45 ms [2020-12-06 10:19:43 main:581] : INFO : Epoch 883 | loss: 0.0318135 | val_loss: 0.031788 | Time: 3025.83 ms [2020-12-06 10:19:46 main:581] : INFO : Epoch 884 | loss: 0.0318342 | val_loss: 0.0318964 | Time: 3028.27 ms [2020-12-06 10:19:49 main:581] : INFO : Epoch 885 | loss: 0.031853 | val_loss: 0.0317945 | Time: 3025.41 ms [2020-12-06 10:19:52 main:581] : INFO : Epoch 886 | loss: 0.0318175 | val_loss: 0.0318036 | Time: 3026.45 ms [2020-12-06 10:19:55 main:581] : INFO : Epoch 887 | loss: 0.0318162 | val_loss: 0.0317884 | Time: 3026.83 ms [2020-12-06 10:19:58 main:581] : INFO : Epoch 888 | loss: 0.0318131 | val_loss: 0.0317867 | Time: 3025.02 ms [2020-12-06 10:20:02 main:581] : INFO : Epoch 889 | loss: 0.0318129 | val_loss: 0.0317898 | Time: 3025.79 ms [2020-12-06 10:20:05 main:581] : INFO : Epoch 890 | loss: 0.0318166 | val_loss: 0.0317854 | Time: 3025.74 ms [2020-12-06 10:20:08 main:581] : INFO : Epoch 891 | loss: 0.0318181 | val_loss: 0.0317851 | Time: 3027.73 ms [2020-12-06 10:20:11 main:581] : INFO : Epoch 892 | loss: 0.0318144 | val_loss: 0.0317869 | Time: 3026.84 ms [2020-12-06 10:20:14 main:581] : INFO : Epoch 893 | loss: 0.0318163 | val_loss: 0.0317901 | Time: 3026.55 ms [2020-12-06 10:20:17 main:581] : INFO : Epoch 894 | loss: 0.0318201 | val_loss: 0.0318044 | Time: 3025.05 ms [2020-12-06 10:20:20 main:581] : INFO : Epoch 895 | loss: 0.0318257 | val_loss: 0.0317953 | Time: 3026.25 ms [2020-12-06 10:20:23 main:581] : INFO : Epoch 896 | loss: 0.0318276 | val_loss: 0.0318057 | Time: 3026.21 ms [2020-12-06 10:20:26 main:581] : INFO : Epoch 897 | loss: 0.0318294 | val_loss: 0.0317998 | Time: 3026.05 ms [2020-12-06 10:20:29 main:581] : INFO : Epoch 898 | loss: 0.0318204 | val_loss: 0.0318 | Time: 3024.54 ms [2020-12-06 10:20:32 main:581] : INFO : Epoch 899 | loss: 0.0318133 | val_loss: 0.0317932 | Time: 3026.05 ms [2020-12-06 10:20:35 main:581] : INFO : Epoch 900 | loss: 0.0318156 | val_loss: 0.0317995 | Time: 3026.57 ms [2020-12-06 10:20:38 main:581] : INFO : Epoch 901 | loss: 0.0318186 | val_loss: 0.0317876 | Time: 3025.44 ms [2020-12-06 10:20:41 main:581] : INFO : Epoch 902 | loss: 0.0318212 | val_loss: 0.0318452 | Time: 3027.75 ms [2020-12-06 10:20:44 main:581] : INFO : Epoch 903 | loss: 0.031848 | val_loss: 0.0318028 | Time: 3025.26 ms [2020-12-06 10:20:47 main:581] : INFO : Epoch 904 | loss: 0.0318237 | val_loss: 0.0317989 | Time: 3024.25 ms [2020-12-06 10:20:50 main:581] : INFO : Epoch 905 | loss: 0.0318172 | val_loss: 0.0317898 | Time: 3026.64 ms [2020-12-06 10:20:53 main:581] : INFO : Epoch 906 | loss: 0.0318094 | val_loss: 0.0317886 | Time: 3026.99 ms [2020-12-06 10:20:56 main:581] : INFO : Epoch 907 | loss: 0.0318084 | val_loss: 0.0317902 | Time: 3027.11 ms [2020-12-06 10:20:59 main:581] : INFO : Epoch 908 | loss: 0.0318134 | val_loss: 0.0317806 | Time: 3025.18 ms [2020-12-06 10:21:02 main:581] : INFO : Epoch 909 | loss: 0.0318077 | val_loss: 0.0317901 | Time: 3025.47 ms [2020-12-06 10:21:05 main:581] : INFO : Epoch 910 | loss: 0.031816 | val_loss: 0.0317946 | Time: 3026.11 ms [2020-12-06 10:21:08 main:581] : INFO : Epoch 911 | loss: 0.0318191 | val_loss: 0.0317884 | Time: 3025.07 ms [2020-12-06 10:21:11 main:581] : INFO : Epoch 912 | loss: 0.0318129 | val_loss: 0.0317937 | Time: 3026.39 ms [2020-12-06 10:21:14 main:581] : INFO : Epoch 913 | loss: 0.0318251 | val_loss: 0.0318135 | Time: 3025.53 ms [2020-12-06 10:21:17 main:581] : INFO : Epoch 914 | loss: 0.0318249 | val_loss: 0.0317915 | Time: 3026.07 ms [2020-12-06 10:21:20 main:581] : INFO : Epoch 915 | loss: 0.0318164 | val_loss: 0.0317956 | Time: 3026.99 ms [2020-12-06 10:21:23 main:581] : INFO : Epoch 916 | loss: 0.0318224 | val_loss: 0.0317987 | Time: 3026.81 ms [2020-12-06 10:21:26 main:581] : INFO : Epoch 917 | loss: 0.0318156 | val_loss: 0.0318003 | Time: 3024.98 ms [2020-12-06 10:21:29 main:581] : INFO : Epoch 918 | loss: 0.0318223 | val_loss: 0.031793 | Time: 3026.56 ms [2020-12-06 10:21:32 main:581] : INFO : Epoch 919 | loss: 0.0318151 | val_loss: 0.0317974 | Time: 3025.73 ms [2020-12-06 10:21:35 main:581] : INFO : Epoch 920 | loss: 0.0318148 | val_loss: 0.0317965 | Time: 3026.71 ms [2020-12-06 10:21:38 main:581] : INFO : Epoch 921 | loss: 0.0318197 | val_loss: 0.0317968 | Time: 3025.95 ms [2020-12-06 10:21:41 main:581] : INFO : Epoch 922 | loss: 0.031822 | val_loss: 0.0317995 | Time: 3024.49 ms [2020-12-06 10:21:44 main:581] : INFO : Epoch 923 | loss: 0.0318192 | val_loss: 0.0317925 | Time: 3026.4 ms [2020-12-06 10:21:47 main:581] : INFO : Epoch 924 | loss: 0.0318199 | val_loss: 0.0318272 | Time: 3026.1 ms [2020-12-06 10:21:50 main:581] : INFO : Epoch 925 | loss: 0.0318439 | val_loss: 0.0317992 | Time: 3026.34 ms [2020-12-06 10:21:53 main:581] : INFO : Epoch 926 | loss: 0.031815 | val_loss: 0.0317898 | Time: 3026.86 ms [2020-12-06 10:21:57 main:581] : INFO : Epoch 927 | loss: 0.0318083 | val_loss: 0.0317934 | Time: 3024.78 ms [2020-12-06 10:22:00 main:581] : INFO : Epoch 928 | loss: 0.0318114 | val_loss: 0.0318004 | Time: 3025.79 ms [2020-12-06 10:22:03 main:581] : INFO : Epoch 929 | loss: 0.0318145 | val_loss: 0.031792 | Time: 3027.09 ms [2020-12-06 10:22:06 main:581] : INFO : Epoch 930 | loss: 0.0318224 | val_loss: 0.0317937 | Time: 3025.62 ms [2020-12-06 10:22:09 main:581] : INFO : Epoch 931 | loss: 0.0318164 | val_loss: 0.0317907 | Time: 3026.43 ms [2020-12-06 10:22:12 main:581] : INFO : Epoch 932 | loss: 0.0318159 | val_loss: 0.0317963 | Time: 3027.75 ms [2020-12-06 10:22:15 main:581] : INFO : Epoch 933 | loss: 0.0318155 | val_loss: 0.0317895 | Time: 3025.32 ms [2020-12-06 10:22:18 main:581] : INFO : Epoch 934 | loss: 0.0318209 | val_loss: 0.0317929 | Time: 3027.92 ms [2020-12-06 10:22:21 main:581] : INFO : Epoch 935 | loss: 0.0318182 | val_loss: 0.0318034 | Time: 3026.46 ms [2020-12-06 10:22:24 main:581] : INFO : Epoch 936 | loss: 0.0318194 | val_loss: 0.0317968 | Time: 3026.73 ms [2020-12-06 10:22:27 main:581] : INFO : Epoch 937 | loss: 0.0318183 | val_loss: 0.031793 | Time: 3026.44 ms [2020-12-06 10:22:30 main:581] : INFO : Epoch 938 | loss: 0.031821 | val_loss: 0.0317945 | Time: 3026.26 ms [2020-12-06 10:22:33 main:581] : INFO : Epoch 939 | loss: 0.0318129 | val_loss: 0.0317843 | Time: 3025.42 ms [2020-12-06 10:22:36 main:581] : INFO : Epoch 940 | loss: 0.0318254 | val_loss: 0.0318213 | Time: 3026.06 ms [2020-12-06 10:22:39 main:581] : INFO : Epoch 941 | loss: 0.0318257 | val_loss: 0.0317939 | Time: 3026.43 ms [2020-12-06 10:22:42 main:581] : INFO : Epoch 942 | loss: 0.031821 | val_loss: 0.0318113 | Time: 3025.85 ms [2020-12-06 10:22:45 main:581] : INFO : Epoch 943 | loss: 0.0318162 | val_loss: 0.0317917 | Time: 3026.45 ms [2020-12-06 10:22:48 main:581] : INFO : Epoch 944 | loss: 0.0318191 | val_loss: 0.0317917 | Time: 3026.36 ms [2020-12-06 10:22:51 main:581] : INFO : Epoch 945 | loss: 0.0318171 | val_loss: 0.0318017 | Time: 3027.3 ms [2020-12-06 10:22:54 main:581] : INFO : Epoch 946 | loss: 0.0318147 | val_loss: 0.0318034 | Time: 3027.83 ms [2020-12-06 10:22:57 main:581] : INFO : Epoch 947 | loss: 0.0318302 | val_loss: 0.0317938 | Time: 3025.9 ms [2020-12-06 10:23:00 main:581] : INFO : Epoch 948 | loss: 0.0318187 | val_loss: 0.031803 | Time: 3025.4 ms [2020-12-06 10:23:03 main:581] : INFO : Epoch 949 | loss: 0.0318164 | val_loss: 0.0318016 | Time: 3025.96 ms [2020-12-06 10:23:06 main:581] : INFO : Epoch 950 | loss: 0.0318241 | val_loss: 0.0318033 | Time: 3025.64 ms [2020-12-06 10:23:09 main:581] : INFO : Epoch 951 | loss: 0.0318232 | val_loss: 0.0318087 | Time: 3025.6 ms [2020-12-06 10:23:12 main:581] : INFO : Epoch 952 | loss: 0.0318135 | val_loss: 0.0317919 | Time: 3026.05 ms [2020-12-06 10:23:15 main:581] : INFO : Epoch 953 | loss: 0.0318097 | val_loss: 0.031798 | Time: 3026.23 ms [2020-12-06 10:23:18 main:581] : INFO : Epoch 954 | loss: 0.0318302 | val_loss: 0.0318537 | Time: 3025.98 ms [2020-12-06 10:23:21 main:581] : INFO : Epoch 955 | loss: 0.0318707 | val_loss: 0.0318143 | Time: 3025.82 ms [2020-12-06 10:23:24 main:581] : INFO : Epoch 956 | loss: 0.0318278 | val_loss: 0.0318056 | Time: 3025.62 ms [2020-12-06 10:23:27 main:581] : INFO : Epoch 957 | loss: 0.031823 | val_loss: 0.0317943 | Time: 3025.87 ms [2020-12-06 10:23:30 main:581] : INFO : Epoch 958 | loss: 0.0318141 | val_loss: 0.0317831 | Time: 3027.62 ms [2020-12-06 10:23:33 main:581] : INFO : Epoch 959 | loss: 0.0318093 | val_loss: 0.0317911 | Time: 3026.31 ms [2020-12-06 10:23:36 main:581] : INFO : Epoch 960 | loss: 0.0318123 | val_loss: 0.0317942 | Time: 3026.67 ms [2020-12-06 10:23:39 main:581] : INFO : Epoch 961 | loss: 0.0318122 | val_loss: 0.0317844 | Time: 3024.86 ms [2020-12-06 10:23:42 main:581] : INFO : Epoch 962 | loss: 0.0318178 | val_loss: 0.0317944 | Time: 3025.35 ms [2020-12-06 10:23:45 main:581] : INFO : Epoch 963 | loss: 0.0318208 | val_loss: 0.0317909 | Time: 3024.76 ms [2020-12-06 10:23:49 main:581] : INFO : Epoch 964 | loss: 0.0318124 | val_loss: 0.0318009 | Time: 3024.92 ms [2020-12-06 10:23:52 main:581] : INFO : Epoch 965 | loss: 0.0318207 | val_loss: 0.0317948 | Time: 3026.17 ms [2020-12-06 10:23:55 main:581] : INFO : Epoch 966 | loss: 0.0318181 | val_loss: 0.0317983 | Time: 3025.16 ms [2020-12-06 10:23:58 main:581] : INFO : Epoch 967 | loss: 0.031823 | val_loss: 0.0317862 | Time: 3025.69 ms [2020-12-06 10:24:01 main:581] : INFO : Epoch 968 | loss: 0.0318185 | val_loss: 0.0317868 | Time: 3025.93 ms [2020-12-06 10:24:04 main:581] : INFO : Epoch 969 | loss: 0.0318171 | val_loss: 0.0318033 | Time: 3026.39 ms [2020-12-06 10:24:07 main:581] : INFO : Epoch 970 | loss: 0.0318458 | val_loss: 0.0317917 | Time: 3026.64 ms [2020-12-06 10:24:10 main:581] : INFO : Epoch 971 | loss: 0.0318191 | val_loss: 0.0317972 | Time: 3026.45 ms [2020-12-06 10:24:13 main:581] : INFO : Epoch 972 | loss: 0.0318194 | val_loss: 0.0317923 | Time: 3026.1 ms [2020-12-06 10:24:16 main:581] : INFO : Epoch 973 | loss: 0.0318159 | val_loss: 0.0317906 | Time: 3026.95 ms [2020-12-06 10:24:19 main:581] : INFO : Epoch 974 | loss: 0.0318157 | val_loss: 0.0317836 | Time: 3025.69 ms [2020-12-06 10:24:22 main:581] : INFO : Epoch 975 | loss: 0.0318131 | val_loss: 0.0317948 | Time: 3027.09 ms [2020-12-06 10:24:25 main:581] : INFO : Epoch 976 | loss: 0.031818 | val_loss: 0.0318097 | Time: 3024.85 ms [2020-12-06 10:24:28 main:581] : INFO : Epoch 977 | loss: 0.0318338 | val_loss: 0.0317966 | Time: 3026.53 ms [2020-12-06 10:24:31 main:581] : INFO : Epoch 978 | loss: 0.0318271 | val_loss: 0.0318094 | Time: 3026.02 ms [2020-12-06 10:24:34 main:581] : INFO : Epoch 979 | loss: 0.0318207 | val_loss: 0.0317943 | Time: 3027.4 ms [2020-12-06 10:24:37 main:581] : INFO : Epoch 980 | loss: 0.0318183 | val_loss: 0.031793 | Time: 3026.16 ms [2020-12-06 10:24:40 main:581] : INFO : Epoch 981 | loss: 0.0318197 | val_loss: 0.031797 | Time: 3025.91 ms [2020-12-06 10:24:43 main:581] : INFO : Epoch 982 | loss: 0.03182 | val_loss: 0.0317932 | Time: 3026.52 ms [2020-12-06 10:24:46 main:581] : INFO : Epoch 983 | loss: 0.0318152 | val_loss: 0.0317893 | Time: 3025.46 ms [2020-12-06 10:24:49 main:581] : INFO : Epoch 984 | loss: 0.0318202 | val_loss: 0.0317872 | Time: 3025.46 ms [2020-12-06 10:24:52 main:581] : INFO : Epoch 985 | loss: 0.0318211 | val_loss: 0.031795 | Time: 3026.29 ms [2020-12-06 10:24:55 main:581] : INFO : Epoch 986 | loss: 0.0318142 | val_loss: 0.0317985 | Time: 3027.21 ms [2020-12-06 10:24:58 main:581] : INFO : Epoch 987 | loss: 0.0318167 | val_loss: 0.0317946 | Time: 3025.91 ms [2020-12-06 10:25:01 main:581] : INFO : Epoch 988 | loss: 0.03182 | val_loss: 0.0317948 | Time: 3025.14 ms [2020-12-06 10:25:04 main:581] : INFO : Epoch 989 | loss: 0.0318216 | val_loss: 0.0317951 | Time: 3026.53 ms [2020-12-06 10:25:07 main:581] : INFO : Epoch 990 | loss: 0.0318234 | val_loss: 0.0318213 | Time: 3026.2 ms [2020-12-06 10:25:10 main:581] : INFO : Epoch 991 | loss: 0.0318236 | val_loss: 0.0317914 | Time: 3025.34 ms [2020-12-06 10:25:13 main:581] : INFO : Epoch 992 | loss: 0.0318154 | val_loss: 0.0318 | Time: 3026.69 ms [2020-12-06 10:25:16 main:581] : INFO : Epoch 993 | loss: 0.0318162 | val_loss: 0.0317933 | Time: 3026.49 ms [2020-12-06 10:25:19 main:581] : INFO : Epoch 994 | loss: 0.0318146 | val_loss: 0.0317916 | Time: 3024.37 ms [2020-12-06 10:25:22 main:581] : INFO : Epoch 995 | loss: 0.0318216 | val_loss: 0.0318104 | Time: 3027.36 ms [2020-12-06 10:25:25 main:581] : INFO : Epoch 996 | loss: 0.0318289 | val_loss: 0.031801 | Time: 3026.09 ms [2020-12-06 10:25:28 main:581] : INFO : Epoch 997 | loss: 0.031816 | val_loss: 0.0317964 | Time: 3026.91 ms [2020-12-06 10:25:31 main:581] : INFO : Epoch 998 | loss: 0.0318135 | val_loss: 0.0317927 | Time: 3026.49 ms [2020-12-06 10:25:34 main:581] : INFO : Epoch 999 | loss: 0.0318217 | val_loss: 0.0317941 | Time: 3025.55 ms [2020-12-06 10:25:37 main:581] : INFO : Epoch 1000 | loss: 0.0318183 | val_loss: 0.0317864 | Time: 3026.11 ms [2020-12-06 10:25:40 main:581] : INFO : Epoch 1001 | loss: 0.0318147 | val_loss: 0.0317922 | Time: 3025.28 ms [2020-12-06 10:25:44 main:581] : INFO : Epoch 1002 | loss: 0.0318249 | val_loss: 0.0318099 | Time: 3024.98 ms [2020-12-06 10:25:47 main:581] : INFO : Epoch 1003 | loss: 0.031832 | val_loss: 0.0318008 | Time: 3024.92 ms [2020-12-06 10:25:50 main:581] : INFO : Epoch 1004 | loss: 0.0318161 | val_loss: 0.0317972 | Time: 3025.92 ms [2020-12-06 10:25:53 main:581] : INFO : Epoch 1005 | loss: 0.0318159 | val_loss: 0.0318061 | Time: 3026.2 ms [2020-12-06 10:25:56 main:581] : INFO : Epoch 1006 | loss: 0.0318121 | val_loss: 0.0317934 | Time: 3026.06 ms [2020-12-06 10:25:59 main:581] : INFO : Epoch 1007 | loss: 0.0318176 | val_loss: 0.0317933 | Time: 3027.41 ms [2020-12-06 10:26:02 main:581] : INFO : Epoch 1008 | loss: 0.0318308 | val_loss: 0.0318159 | Time: 3026.09 ms [2020-12-06 10:26:05 main:581] : INFO : Epoch 1009 | loss: 0.0318443 | val_loss: 0.0318023 | Time: 3026.96 ms [2020-12-06 10:26:08 main:581] : INFO : Epoch 1010 | loss: 0.0318181 | val_loss: 0.0317926 | Time: 3025.67 ms [2020-12-06 10:26:11 main:581] : INFO : Epoch 1011 | loss: 0.03181 | val_loss: 0.0317842 | Time: 3025.77 ms [2020-12-06 10:26:14 main:581] : INFO : Epoch 1012 | loss: 0.0318177 | val_loss: 0.0317967 | Time: 3024.29 ms [2020-12-06 10:26:17 main:581] : INFO : Epoch 1013 | loss: 0.0318188 | val_loss: 0.0317912 | Time: 3025.64 ms [2020-12-06 10:26:20 main:581] : INFO : Epoch 1014 | loss: 0.0318142 | val_loss: 0.0317925 | Time: 3025.85 ms [2020-12-06 10:26:23 main:581] : INFO : Epoch 1015 | loss: 0.0318147 | val_loss: 0.0317865 | Time: 3026.42 ms [2020-12-06 10:26:26 main:581] : INFO : Epoch 1016 | loss: 0.0318137 | val_loss: 0.0318014 | Time: 3026.99 ms [2020-12-06 10:26:29 main:581] : INFO : Epoch 1017 | loss: 0.0318226 | val_loss: 0.0318011 | Time: 3025.59 ms [2020-12-06 10:26:32 main:581] : INFO : Epoch 1018 | loss: 0.0318185 | val_loss: 0.0317971 | Time: 3026.19 ms [2020-12-06 10:26:35 main:581] : INFO : Epoch 1019 | loss: 0.0318169 | val_loss: 0.0317911 | Time: 3025.38 ms [2020-12-06 10:26:38 main:581] : INFO : Epoch 1020 | loss: 0.0318164 | val_loss: 0.0317947 | Time: 3027.42 ms [2020-12-06 10:26:41 main:581] : INFO : Epoch 1021 | loss: 0.0318267 | val_loss: 0.0318005 | Time: 3026.92 ms [2020-12-06 10:26:44 main:581] : INFO : Epoch 1022 | loss: 0.0318212 | val_loss: 0.0317989 | Time: 3027.8 ms [2020-12-06 10:26:47 main:581] : INFO : Epoch 1023 | loss: 0.0318264 | val_loss: 0.0318138 | Time: 3026.89 ms [2020-12-06 10:26:50 main:581] : INFO : Epoch 1024 | loss: 0.0318275 | val_loss: 0.0318119 | Time: 3027.7 ms [2020-12-06 10:26:50 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0318119 [2020-12-06 10:26:50 main:610] : INFO : Saving end state to config to file [2020-12-06 10:26:50 main:615] : INFO : Success, exiting.. 10:26:50 (6268): 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)