Task 3019844
| Name | EightBitModified-1605932245-11416-0_0 |
| Workunit | 1364120 |
| Created | 21 Nov 2020, 4:17:29 UTC |
| Sent | 25 Nov 2020, 23:00:38 UTC |
| Report deadline | 3 Dec 2020, 23:00:38 UTC |
| Received | 26 Nov 2020, 13:42:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3280 |
| Run time | 1 hours 3 min 16 sec |
| CPU time | 1 hours 3 min 13 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,385.24 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 | 40.65 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 1] : INFO : Epoch 510 | loss: 0.0313439 | val_loss: 0.0313525 | Time: 3858.66 ms [2020-11-25 21:35:44 main:581] : INFO : Epoch 511 | loss: 0.0313498 | val_loss: 0.0313592 | Time: 3872.65 ms [2020-11-25 21:35:47 main:581] : INFO : Epoch 512 | loss: 0.0313554 | val_loss: 0.0313659 | Time: 3578.29 ms [2020-11-25 21:35:51 main:581] : INFO : Epoch 513 | loss: 0.031352 | val_loss: 0.0313602 | Time: 3645.51 ms [2020-11-25 21:35:54 main:581] : INFO : Epoch 514 | loss: 0.0313449 | val_loss: 0.0313503 | Time: 3669.82 ms [2020-11-25 21:35:58 main:581] : INFO : Epoch 515 | loss: 0.0313588 | val_loss: 0.0313552 | Time: 3667.78 ms [2020-11-25 21:36:02 main:581] : INFO : Epoch 516 | loss: 0.0313556 | val_loss: 0.0313772 | Time: 4144.21 ms [2020-11-25 21:36:06 main:581] : INFO : Epoch 517 | loss: 0.0313524 | val_loss: 0.0313741 | Time: 3850.89 ms [2020-11-25 21:36:10 main:581] : INFO : Epoch 518 | loss: 0.0313651 | val_loss: 0.0313612 | Time: 3559.8 ms [2020-11-25 21:36:13 main:581] : INFO : Epoch 519 | loss: 0.0313447 | val_loss: 0.0313566 | Time: 3572.44 ms [2020-11-25 21:36:17 main:581] : INFO : Epoch 520 | loss: 0.0313458 | val_loss: 0.0313512 | Time: 3566.92 ms [2020-11-25 21:36:21 main:581] : INFO : Epoch 521 | loss: 0.0313434 | val_loss: 0.0313529 | Time: 3730.55 ms [2020-11-25 21:36:25 main:581] : INFO : Epoch 522 | loss: 0.0313564 | val_loss: 0.0313651 | Time: 4138.05 ms [2020-11-25 21:36:28 main:581] : INFO : Epoch 523 | loss: 0.0313494 | val_loss: 0.0313683 | Time: 3674.71 ms [2020-11-25 21:36:32 main:581] : INFO : Epoch 524 | loss: 0.0313774 | val_loss: 0.0313772 | Time: 3631.5 ms [2020-11-25 21:36:36 main:581] : INFO : Epoch 525 | loss: 0.0313583 | val_loss: 0.0313972 | Time: 3622.9 ms [2020-11-25 21:36:39 main:581] : INFO : Epoch 526 | loss: 0.031353 | val_loss: 0.0313968 | Time: 3621.31 ms [2020-11-25 21:36:43 main:581] : INFO : Epoch 527 | loss: 0.0313564 | val_loss: 0.0313507 | Time: 3666.73 ms [2020-11-25 21:36:47 main:581] : INFO : Epoch 528 | loss: 0.031344 | val_loss: 0.0313576 | Time: 3677.88 ms [2020-11-25 21:36:50 main:581] : INFO : Epoch 529 | loss: 0.031339 | val_loss: 0.0313495 | Time: 3648.4 ms [2020-11-25 21:36:54 main:581] : INFO : Epoch 530 | loss: 0.0313456 | val_loss: 0.0313588 | Time: 3632.56 ms [2020-11-25 21:36:58 main:581] : INFO : Epoch 531 | loss: 0.0313513 | val_loss: 0.0313881 | Time: 3909.72 ms [2020-11-25 21:37:01 main:581] : INFO : Epoch 532 | loss: 0.0313683 | val_loss: 0.0313665 | Time: 3599.67 ms [2020-11-25 21:37:05 main:581] : INFO : Epoch 533 | loss: 0.0313443 | val_loss: 0.0313729 | Time: 3621.97 ms [2020-11-25 21:37:09 main:581] : INFO : Epoch 534 | loss: 0.0313569 | val_loss: 0.0313726 | Time: 3703.26 ms [2020-11-25 21:37:13 main:581] : INFO : Epoch 535 | loss: 0.0313496 | val_loss: 0.0313493 | Time: 3803.14 ms [2020-11-25 21:37:16 main:581] : INFO : Epoch 536 | loss: 0.0313385 | val_loss: 0.0313422 | Time: 3746.94 ms [2020-11-25 21:37:20 main:581] : INFO : Epoch 537 | loss: 0.0313407 | val_loss: 0.0313644 | Time: 4019.57 ms [2020-11-25 21:37:24 main:581] : INFO : Epoch 538 | loss: 0.0313628 | val_loss: 0.0313757 | Time: 3693.65 ms [2020-11-25 21:37:28 main:581] : INFO : Epoch 539 | loss: 0.0313625 | val_loss: 0.0313703 | Time: 3728.35 ms [2020-11-25 21:37:31 main:581] : INFO : Epoch 540 | loss: 0.0313503 | val_loss: 0.0313493 | Time: 3627.4 ms [2020-11-25 21:37:35 main:581] : INFO : Epoch 541 | loss: 0.0313482 | val_loss: 0.0313636 | Time: 3883.27 ms [2020-11-25 21:37:39 main:581] : INFO : Epoch 542 | loss: 0.0313483 | val_loss: 0.0313706 | Time: 3628.66 ms [2020-11-25 21:37:42 main:581] : INFO : Epoch 543 | loss: 0.0313558 | val_loss: 0.0313777 | Time: 3615.26 ms [2020-11-25 21:37:46 main:581] : INFO : Epoch 544 | loss: 0.0313505 | val_loss: 0.0313569 | Time: 3637.79 ms [2020-11-25 21:37:50 main:581] : INFO : Epoch 545 | loss: 0.0313378 | val_loss: 0.031349 | Time: 3578.94 ms [2020-11-25 21:37:53 main:581] : INFO : Epoch 546 | loss: 0.0313664 | val_loss: 0.0313904 | Time: 3733.44 ms [2020-11-25 21:37:57 main:581] : INFO : Epoch 547 | loss: 0.0313574 | val_loss: 0.0313612 | Time: 3675.62 ms [2020-11-25 21:38:01 main:581] : INFO : Epoch 548 | loss: 0.0313441 | val_loss: 0.0313459 | Time: 3659.43 ms [2020-11-25 21:38:04 main:581] : INFO : Epoch 549 | loss: 0.0313362 | val_loss: 0.0313426 | Time: 3656.82 ms [2020-11-25 21:38:08 main:581] : INFO : Epoch 550 | loss: 0.0313431 | val_loss: 0.0313675 | Time: 3651.96 ms [2020-11-25 21:38:12 main:581] : INFO : Epoch 551 | loss: 0.031378 | val_loss: 0.0313787 | Time: 3668.34 ms [2020-11-25 21:38:15 main:581] : INFO : Epoch 552 | loss: 0.0313555 | val_loss: 0.031356 | Time: 3581.01 ms [2020-11-25 21:38:16 main:581] : INFO : Epoch 553 | loss: 0.0313533 | val_loss: 0.0313559 | Time: 1077.8 ms [2020-11-25 21:38:20 main:581] : INFO : Epoch 554 | loss: 0.0313443 | val_loss: 0.0313719 | Time: 3698.78 ms [2020-11-25 21:38:24 main:581] : INFO : Epoch 555 | loss: 0.0313445 | val_loss: 0.0313542 | Time: 3664.73 ms [2020-11-25 21:38:27 main:581] : INFO : Epoch 556 | loss: 0.0313454 | val_loss: 0.0313574 | Time: 3656.34 ms [2020-11-25 21:38:31 main:581] : INFO : Epoch 557 | loss: 0.0313405 | val_loss: 0.0313503 | Time: 3674.49 ms [2020-11-25 21:38:35 main:581] : INFO : Epoch 558 | loss: 0.0313482 | val_loss: 0.0313644 | Time: 3697.87 ms [2020-11-25 21:38:39 main:581] : INFO : Epoch 559 | loss: 0.031365 | val_loss: 0.0313943 | Time: 3780.1 ms [2020-11-25 21:38:43 main:581] : INFO : Epoch 560 | loss: 0.0313642 | val_loss: 0.0313515 | Time: 4094.72 ms [2020-11-25 21:38:46 main:581] : INFO : Epoch 561 | loss: 0.0313561 | val_loss: 0.0313674 | Time: 3736.21 ms [2020-11-25 21:38:50 main:581] : INFO : Epoch 562 | loss: 0.0313473 | val_loss: 0.0313501 | Time: 3630.86 ms [2020-11-25 21:38:54 main:581] : INFO : Epoch 563 | loss: 0.0313445 | val_loss: 0.0313482 | Time: 3664.82 ms [2020-11-25 21:38:57 main:581] : INFO : Epoch 564 | loss: 0.031342 | val_loss: 0.0313488 | Time: 3657.48 ms [2020-11-25 21:39:01 main:581] : INFO : Epoch 565 | loss: 0.03135 | val_loss: 0.0313654 | Time: 3706.55 ms [2020-11-25 21:39:05 main:581] : INFO : Epoch 566 | loss: 0.0313493 | val_loss: 0.031383 | Time: 3652.85 ms [2020-11-25 21:39:08 main:581] : INFO : Epoch 567 | loss: 0.0313755 | val_loss: 0.0313761 | Time: 3610.91 ms [2020-11-25 21:39:12 main:581] : INFO : Epoch 568 | loss: 0.0313679 | val_loss: 0.0313553 | Time: 3715.39 ms [2020-11-25 21:39:16 main:581] : INFO : Epoch 569 | loss: 0.0313495 | val_loss: 0.0313566 | Time: 3707.72 ms [2020-11-25 21:39:19 main:581] : INFO : Epoch 570 | loss: 0.0313425 | val_loss: 0.0313573 | Time: 3720.47 ms [2020-11-25 21:39:23 main:581] : INFO : Epoch 571 | loss: 0.031347 | val_loss: 0.0313554 | Time: 3716.35 ms [2020-11-25 21:39:27 main:581] : INFO : Epoch 572 | loss: 0.0313413 | val_loss: 0.0313504 | Time: 3639.39 ms [2020-11-25 21:39:31 main:581] : INFO : Epoch 573 | loss: 0.031353 | val_loss: 0.0313511 | Time: 3873.14 ms [2020-11-25 21:39:34 main:581] : INFO : Epoch 574 | loss: 0.0313505 | val_loss: 0.0313518 | Time: 3666.61 ms [2020-11-25 21:39:38 main:581] : INFO : Epoch 575 | loss: 0.0313419 | val_loss: 0.0313504 | Time: 3685.25 ms [2020-11-25 21:39:42 main:581] : INFO : Epoch 576 | loss: 0.0313418 | val_loss: 0.0313526 | Time: 3611.49 ms [2020-11-25 21:39:45 main:581] : INFO : Epoch 577 | loss: 0.0313454 | val_loss: 0.0313544 | Time: 3670.61 ms [2020-11-25 21:39:49 main:581] : INFO : Epoch 578 | loss: 0.0313506 | val_loss: 0.0313505 | Time: 3904.06 ms [2020-11-25 21:39:53 main:581] : INFO : Epoch 579 | loss: 0.0313556 | val_loss: 0.0313701 | Time: 3935.39 ms [2020-11-25 21:39:57 main:581] : INFO : Epoch 580 | loss: 0.0313652 | val_loss: 0.0313674 | Time: 3558.17 ms [2020-11-25 21:40:00 main:581] : INFO : Epoch 581 | loss: 0.0313612 | val_loss: 0.031357 | Time: 3650.84 ms [2020-11-25 21:40:04 main:581] : INFO : Epoch 582 | loss: 0.0313493 | val_loss: 0.031357 | Time: 3641.05 ms [2020-11-25 21:40:08 main:581] : INFO : Epoch 583 | loss: 0.0313425 | val_loss: 0.0313506 | Time: 3602.03 ms [2020-11-25 21:40:11 main:581] : INFO : Epoch 584 | loss: 0.0313525 | val_loss: 0.0313683 | Time: 3686.3 ms [2020-11-25 21:40:15 main:581] : INFO : Epoch 585 | loss: 0.0313655 | val_loss: 0.0314079 | Time: 3699.5 ms [2020-11-25 21:40:19 main:581] : INFO : Epoch 586 | loss: 0.0313569 | val_loss: 0.0313547 | Time: 3685.85 ms [2020-11-25 21:40:22 main:581] : INFO : Epoch 587 | loss: 0.0313412 | val_loss: 0.0313455 | Time: 3613.47 ms [2020-11-25 21:40:26 main:581] : INFO : Epoch 588 | loss: 0.0313445 | val_loss: 0.0313537 | Time: 3572.37 ms [2020-11-25 21:40:29 main:581] : INFO : Epoch 589 | loss: 0.031356 | val_loss: 0.0314074 | Time: 3584.5 ms [2020-11-25 21:40:33 main:581] : INFO : Epoch 590 | loss: 0.0313719 | val_loss: 0.0313771 | Time: 3780.49 ms [2020-11-25 21:40:37 main:581] : INFO : Epoch 591 | loss: 0.0313497 | val_loss: 0.0313608 | Time: 3658.96 ms [2020-11-25 21:40:41 main:581] : INFO : Epoch 592 | loss: 0.031349 | val_loss: 0.0313567 | Time: 3670.23 ms [2020-11-25 21:40:44 main:581] : INFO : Epoch 593 | loss: 0.0313462 | val_loss: 0.0313696 | Time: 3684.72 ms [2020-11-25 21:40:48 main:581] : INFO : Epoch 594 | loss: 0.0313517 | val_loss: 0.0313537 | Time: 3643.66 ms [2020-11-25 21:40:52 main:581] : INFO : Epoch 595 | loss: 0.0313436 | val_loss: 0.0313858 | Time: 3581.35 ms [2020-11-25 21:40:55 main:581] : INFO : Epoch 596 | loss: 0.0313565 | val_loss: 0.0313551 | Time: 3545.3 ms [2020-11-25 21:40:59 main:581] : INFO : Epoch 597 | loss: 0.0313437 | val_loss: 0.0313574 | Time: 3556.72 ms [2020-11-25 21:41:02 main:581] : INFO : Epoch 598 | loss: 0.0313445 | val_loss: 0.0313646 | Time: 3565.82 ms [2020-11-25 21:41:06 main:581] : INFO : Epoch 599 | loss: 0.0313465 | val_loss: 0.0313531 | Time: 3569.47 ms [2020-11-25 21:41:10 main:581] : INFO : Epoch 600 | loss: 0.031347 | val_loss: 0.0313561 | Time: 3792.86 ms [2020-11-25 21:41:13 main:581] : INFO : Epoch 601 | loss: 0.0313462 | val_loss: 0.0313613 | Time: 3775.6 ms [2020-11-25 21:41:17 main:581] : INFO : Epoch 602 | loss: 0.0313492 | val_loss: 0.0313498 | Time: 3723.95 ms [2020-11-25 21:41:21 main:581] : INFO : Epoch 603 | loss: 0.031339 | val_loss: 0.0313529 | Time: 3576.39 ms [2020-11-25 21:41:24 main:581] : INFO : Epoch 604 | loss: 0.0313424 | val_loss: 0.0313754 | Time: 3592.89 ms [2020-11-25 21:41:28 main:581] : INFO : Epoch 605 | loss: 0.0313557 | val_loss: 0.0313681 | Time: 3637.6 ms [2020-11-25 21:41:32 main:581] : INFO : Epoch 606 | loss: 0.0313635 | val_loss: 0.0313906 | Time: 3677.75 ms [2020-11-25 21:41:36 main:581] : INFO : Epoch 607 | loss: 0.0313499 | val_loss: 0.0313527 | Time: 4085.99 ms [2020-11-25 21:41:39 main:581] : INFO : Epoch 608 | loss: 0.0313456 | val_loss: 0.03138 | Time: 3724.48 ms [2020-11-25 21:41:43 main:581] : INFO : Epoch 609 | loss: 0.0313647 | val_loss: 0.0313589 | Time: 3598.11 ms [2020-11-25 21:41:47 main:581] : INFO : Epoch 610 | loss: 0.0313448 | val_loss: 0.0313462 | Time: 3609.11 ms [2020-11-25 21:41:50 main:581] : INFO : Epoch 611 | loss: 0.0313506 | val_loss: 0.0313615 | Time: 3669.94 ms [2020-11-25 21:41:54 main:581] : INFO : Epoch 612 | loss: 0.0313457 | val_loss: 0.0313513 | Time: 3685.63 ms [2020-11-25 21:41:58 main:581] : INFO : Epoch 613 | loss: 0.0313412 | val_loss: 0.0313571 | Time: 3932.92 ms [2020-11-25 21:42:02 main:581] : INFO : Epoch 614 | loss: 0.0313496 | val_loss: 0.0313871 | Time: 3694.51 ms [2020-11-25 21:42:05 main:581] : INFO : Epoch 615 | loss: 0.0313645 | val_loss: 0.0313754 | Time: 3608.44 ms [2020-11-25 21:42:09 main:581] : INFO : Epoch 616 | loss: 0.0313508 | val_loss: 0.0313549 | Time: 3697.19 ms [2020-11-25 21:42:13 main:581] : INFO : Epoch 617 | loss: 0.03136 | val_loss: 0.0313533 | Time: 3752.99 ms [2020-11-25 21:42:16 main:581] : INFO : Epoch 618 | loss: 0.0313594 | val_loss: 0.0313551 | Time: 3615.04 ms [2020-11-25 21:42:20 main:581] : INFO : Epoch 619 | loss: 0.0313548 | val_loss: 0.0313808 | Time: 3643.12 ms [2020-11-25 21:42:23 main:581] : INFO : Epoch 620 | loss: 0.0313533 | val_loss: 0.0313532 | Time: 3638.88 ms [2020-11-25 21:42:27 main:581] : INFO : Epoch 621 | loss: 0.0313415 | val_loss: 0.0313617 | Time: 3641.14 ms [2020-11-25 21:42:31 main:581] : INFO : Epoch 622 | loss: 0.0313458 | val_loss: 0.0313558 | Time: 3626.36 ms [2020-11-25 21:42:34 main:581] : INFO : Epoch 623 | loss: 0.0313517 | val_loss: 0.0313549 | Time: 3583.17 ms [2020-11-25 21:42:38 main:581] : INFO : Epoch 624 | loss: 0.0313461 | val_loss: 0.0313589 | Time: 3630.01 ms [2020-11-25 21:42:42 main:581] : INFO : Epoch 625 | loss: 0.0313498 | val_loss: 0.0313599 | Time: 3685.83 ms [2020-11-25 21:42:45 main:581] : INFO : Epoch 626 | loss: 0.0313449 | val_loss: 0.0313595 | Time: 3655.46 ms [2020-11-25 21:42:49 main:581] : INFO : Epoch 627 | loss: 0.0313401 | val_loss: 0.0313636 | Time: 3662.69 ms [2020-11-25 21:42:53 main:581] : INFO : Epoch 628 | loss: 0.0313461 | val_loss: 0.0313575 | Time: 3642.72 ms [2020-11-25 21:42:57 main:581] : INFO : Epoch 629 | loss: 0.0313476 | val_loss: 0.0313607 | Time: 4136.8 ms [2020-11-25 21:43:01 main:581] : INFO : Epoch 630 | loss: 0.0313545 | val_loss: 0.0313601 | Time: 3793.5 ms [2020-11-25 21:43:04 main:581] : INFO : Epoch 631 | loss: 0.031353 | val_loss: 0.0313594 | Time: 3706.95 ms [2020-11-25 21:43:08 main:581] : INFO : Epoch 632 | loss: 0.0313527 | val_loss: 0.0313636 | Time: 3661.41 ms [2020-11-25 21:43:14 main:581] : INFO : Epoch 633 | loss: 0.0313566 | val_loss: 0.0313621 | Time: 5873.34 ms [2020-11-25 21:43:17 main:581] : INFO : Epoch 634 | loss: 0.0313513 | val_loss: 0.0313543 | Time: 3626.31 ms [2020-11-25 21:43:21 main:581] : INFO : Epoch 635 | loss: 0.0313399 | val_loss: 0.0313479 | Time: 3620.73 ms [2020-11-25 21:43:25 main:581] : INFO : Epoch 636 | loss: 0.0313457 | val_loss: 0.0313737 | Time: 3679.74 ms [2020-11-25 21:43:28 main:581] : INFO : Epoch 637 | loss: 0.0313475 | val_loss: 0.0313493 | Time: 3632.88 ms [2020-11-25 21:43:32 main:581] : INFO : Epoch 638 | loss: 0.0313427 | val_loss: 0.0313524 | Time: 3552.48 ms [2020-11-25 21:43:35 main:581] : INFO : Epoch 639 | loss: 0.0313607 | val_loss: 0.0313666 | Time: 3576.6 ms [2020-11-25 21:43:39 main:581] : INFO : Epoch 640 | loss: 0.0313598 | val_loss: 0.0313651 | Time: 3673.62 ms [2020-11-25 21:43:43 main:581] : INFO : Epoch 641 | loss: 0.0313555 | val_loss: 0.0313848 | Time: 4024.85 ms [2020-11-25 21:43:47 main:581] : INFO : Epoch 642 | loss: 0.0313662 | val_loss: 0.0313728 | Time: 3688.78 ms [2020-11-25 21:43:51 main:581] : INFO : Epoch 643 | loss: 0.0313632 | val_loss: 0.0313742 | Time: 3653.39 ms [2020-11-25 21:43:54 main:581] : INFO : Epoch 644 | loss: 0.0313609 | val_loss: 0.0313794 | Time: 3799.42 ms [2020-11-25 21:43:58 main:581] : INFO : Epoch 645 | loss: 0.0313602 | val_loss: 0.0313601 | Time: 3820.29 ms [2020-11-25 21:44:02 main:581] : INFO : Epoch 646 | loss: 0.0313423 | val_loss: 0.0313529 | Time: 3717.86 ms [2020-11-25 21:44:05 main:581] : INFO : Epoch 647 | loss: 0.0313494 | val_loss: 0.0313486 | Time: 3636.67 ms [2020-11-25 21:44:09 main:581] : INFO : Epoch 648 | loss: 0.0313426 | val_loss: 0.0313533 | Time: 3612.74 ms [2020-11-25 21:44:13 main:581] : INFO : Epoch 649 | loss: 0.0313514 | val_loss: 0.031368 | Time: 3604.19 ms [2020-11-25 21:44:16 main:581] : INFO : Epoch 650 | loss: 0.0313532 | val_loss: 0.0313575 | Time: 3658.17 ms [2020-11-25 21:44:20 main:581] : INFO : Epoch 651 | loss: 0.0313499 | val_loss: 0.0313668 | Time: 3714.76 ms [2020-11-25 21:44:24 main:581] : INFO : Epoch 652 | loss: 0.0313465 | val_loss: 0.0313509 | Time: 3605.3 ms [2020-11-25 21:44:27 main:581] : INFO : Epoch 653 | loss: 0.0313379 | val_loss: 0.0313491 | Time: 3581.85 ms [2020-11-25 21:44:31 main:581] : INFO : Epoch 654 | loss: 0.0313387 | val_loss: 0.0313556 | Time: 3706.85 ms [2020-11-25 21:44:35 main:581] : INFO : Epoch 655 | loss: 0.0313589 | val_loss: 0.0313729 | Time: 3634.19 ms [2020-11-25 21:44:38 main:581] : INFO : Epoch 656 | loss: 0.031351 | val_loss: 0.0313651 | Time: 3779.99 ms [2020-11-25 21:44:42 main:581] : INFO : Epoch 657 | loss: 0.0313407 | val_loss: 0.031362 | Time: 3705.86 ms [2020-11-25 21:44:46 main:581] : INFO : Epoch 658 | loss: 0.0313439 | val_loss: 0.0313552 | Time: 3640.75 ms [2020-11-25 21:44:50 main:581] : INFO : Epoch 659 | loss: 0.0313473 | val_loss: 0.0313555 | Time: 3975.78 ms [2020-11-25 21:44:53 main:581] : INFO : Epoch 660 | loss: 0.0313453 | val_loss: 0.0313683 | Time: 3673.75 ms [2020-11-25 21:44:57 main:581] : INFO : Epoch 661 | loss: 0.0313471 | val_loss: 0.0313481 | Time: 3594.19 ms [2020-11-25 21:45:01 main:581] : INFO : Epoch 662 | loss: 0.0313531 | val_loss: 0.0313615 | Time: 3584.2 ms [2020-11-25 21:45:04 main:581] : INFO : Epoch 663 | loss: 0.0313549 | val_loss: 0.0313663 | Time: 3674.27 ms [2020-11-25 21:45:08 main:581] : INFO : Epoch 664 | loss: 0.0313404 | val_loss: 0.0313551 | Time: 3637.05 ms [2020-11-25 21:45:12 main:581] : INFO : Epoch 665 | loss: 0.0313583 | val_loss: 0.0313571 | Time: 3654.99 ms [2020-11-25 21:45:15 main:581] : INFO : Epoch 666 | loss: 0.0313482 | val_loss: 0.0313603 | Time: 3678.69 ms [2020-11-25 21:45:19 main:581] : INFO : Epoch 667 | loss: 0.0313496 | val_loss: 0.0313524 | Time: 3677.47 ms [2020-11-25 21:45:23 main:581] : INFO : Epoch 668 | loss: 0.0313399 | val_loss: 0.0313516 | Time: 3641.95 ms [2020-11-25 21:45:26 main:581] : INFO : Epoch 669 | loss: 0.0313398 | val_loss: 0.0313558 | Time: 3814.08 ms [2020-11-25 21:45:30 main:581] : INFO : Epoch 670 | loss: 0.0313511 | val_loss: 0.0313668 | Time: 3661.56 ms [2020-11-25 21:45:34 main:581] : INFO : Epoch 671 | loss: 0.0313637 | val_loss: 0.0313748 | Time: 3572.08 ms [2020-11-25 21:45:37 main:581] : INFO : Epoch 672 | loss: 0.0313464 | val_loss: 0.0313486 | Time: 3617.53 ms [2020-11-25 21:45:41 main:581] : INFO : Epoch 673 | loss: 0.0313403 | val_loss: 0.0313502 | Time: 3626.44 ms [2020-11-25 21:45:45 main:581] : INFO : Epoch 674 | loss: 0.0313678 | val_loss: 0.0790166 | Time: 3685.03 ms [2020-11-25 21:45:48 main:581] : INFO : Epoch 675 | loss: 0.141457 | val_loss: 0.104018 | Time: 3598.13 ms [2020-11-25 21:45:52 main:581] : INFO : Epoch 676 | loss: 0.080221 | val_loss: 0.0685528 | Time: 3790.37 ms [2020-11-25 21:45:56 main:581] : INFO : Epoch 677 | loss: 0.065657 | val_loss: 0.0643838 | Time: 3654.97 ms [2020-11-25 21:45:59 main:581] : INFO : Epoch 678 | loss: 0.0612914 | val_loss: 0.0570159 | Time: 3702.8 ms [2020-11-25 21:46:03 main:581] : INFO : Epoch 679 | loss: 0.0503634 | val_loss: 0.0535677 | Time: 3848.65 ms [2020-11-25 21:46:07 main:581] : INFO : Epoch 680 | loss: 0.0418468 | val_loss: 0.0362454 | Time: 3669.39 ms [2020-11-25 21:46:10 main:581] : INFO : Epoch 681 | loss: 0.034452 | val_loss: 0.0331677 | Time: 3603.43 ms [2020-11-25 21:46:14 main:581] : INFO : Epoch 682 | loss: 0.0328215 | val_loss: 0.0326047 | Time: 3633.67 ms [2020-11-25 21:46:18 main:581] : INFO : Epoch 683 | loss: 0.0325271 | val_loss: 0.0325134 | Time: 3596.58 ms [2020-11-25 21:46:21 main:581] : INFO : Epoch 684 | loss: 0.0324624 | val_loss: 0.0324307 | Time: 3568.99 ms [2020-11-25 21:46:25 main:581] : INFO : Epoch 685 | loss: 0.0324194 | val_loss: 0.0324364 | Time: 3559.4 ms [2020-11-25 21:46:28 main:581] : INFO : Epoch 686 | loss: 0.0324004 | val_loss: 0.0324349 | Time: 3671.59 ms [2020-11-25 21:46:32 main:581] : INFO : Epoch 687 | loss: 0.0323788 | val_loss: 0.0324006 | Time: 3698.47 ms [2020-11-25 21:46:36 main:581] : INFO : Epoch 688 | loss: 0.0323701 | val_loss: 0.032402 | Time: 3735.01 ms [2020-11-25 21:46:40 main:581] : INFO : Epoch 689 | loss: 0.0323602 | val_loss: 0.0323761 | Time: 3950.55 ms [2020-11-25 21:46:43 main:581] : INFO : Epoch 690 | loss: 0.0323588 | val_loss: 0.0323958 | Time: 3559.56 ms [2020-11-25 21:46:47 main:581] : INFO : Epoch 691 | loss: 0.0323355 | val_loss: 0.0323436 | Time: 3603.46 ms [2020-11-25 21:46:51 main:581] : INFO : Epoch 692 | loss: 0.0323193 | val_loss: 0.0323216 | Time: 3687.04 ms [2020-11-25 21:46:54 main:581] : INFO : Epoch 693 | loss: 0.032312 | val_loss: 0.0322951 | Time: 3624.5 ms [2020-11-25 21:46:58 main:581] : INFO : Epoch 694 | loss: 0.0322818 | val_loss: 0.0322835 | Time: 3636.43 ms [2020-11-25 21:47:02 main:581] : INFO : Epoch 695 | loss: 0.0322629 | val_loss: 0.0322666 | Time: 3625.18 ms [2020-11-25 21:47:05 main:581] : INFO : Epoch 696 | loss: 0.0322154 | val_loss: 0.032199 | Time: 3754.78 ms [2020-11-25 21:47:09 main:581] : INFO : Epoch 697 | loss: 0.0321733 | val_loss: 0.0321822 | Time: 3866.34 ms [2020-11-25 21:47:13 main:581] : INFO : Epoch 698 | loss: 0.0321436 | val_loss: 0.032142 | Time: 3606.02 ms [2020-11-25 21:47:16 main:581] : INFO : Epoch 699 | loss: 0.0321158 | val_loss: 0.032125 | Time: 3665.79 ms [2020-11-25 21:47:20 main:581] : INFO : Epoch 700 | loss: 0.0321037 | val_loss: 0.0321262 | Time: 3610.8 ms [2020-11-25 21:47:24 main:581] : INFO : Epoch 701 | loss: 0.0320917 | val_loss: 0.0320954 | Time: 3668.23 ms [2020-11-25 21:47:27 main:581] : INFO : Epoch 702 | loss: 0.0320737 | val_loss: 0.032077 | Time: 3691.28 ms [2020-11-25 21:47:31 main:581] : INFO : Epoch 703 | loss: 0.0320649 | val_loss: 0.0320644 | Time: 3617.1 ms [2020-11-25 21:47:35 main:581] : INFO : Epoch 704 | loss: 0.0320503 | val_loss: 0.0320579 | Time: 3594.21 ms [2020-11-25 21:47:39 main:581] : INFO : Epoch 705 | loss: 0.0320449 | val_loss: 0.0320543 | Time: 4023.91 ms [2020-11-25 21:47:42 main:581] : INFO : Epoch 706 | loss: 0.0320298 | val_loss: 0.0320495 | Time: 3697.99 ms [2020-11-25 21:47:46 main:581] : INFO : Epoch 707 | loss: 0.0320283 | val_loss: 0.0320736 | Time: 3699.09 ms [2020-11-25 21:47:50 main:581] : INFO : Epoch 708 | loss: 0.0320341 | val_loss: 0.0320483 | Time: 4291.35 ms [2020-11-25 21:47:54 main:581] : INFO : Epoch 709 | loss: 0.0320196 | val_loss: 0.0320355 | Time: 3697.88 ms [2020-11-25 21:47:58 main:581] : INFO : Epoch 710 | loss: 0.0320081 | val_loss: 0.0320221 | Time: 3627.54 ms [2020-11-25 21:48:02 main:581] : INFO : Epoch 711 | loss: 0.0320102 | val_loss: 0.0320206 | Time: 3877.03 ms [2020-11-25 21:48:05 main:581] : INFO : Epoch 712 | loss: 0.0319998 | val_loss: 0.0320185 | Time: 3837.35 ms [2020-11-25 21:48:09 main:581] : INFO : Epoch 713 | loss: 0.0320064 | val_loss: 0.0320084 | Time: 3616.31 ms [2020-11-25 21:48:13 main:581] : INFO : Epoch 714 | loss: 0.0320007 | val_loss: 0.0320076 | Time: 3596.67 ms [2020-11-25 21:48:16 main:581] : INFO : Epoch 715 | loss: 0.0319958 | val_loss: 0.0320171 | Time: 3652.94 ms [2020-11-25 21:48:20 main:581] : INFO : Epoch 716 | loss: 0.0319974 | val_loss: 0.0320028 | Time: 3600.74 ms [2020-11-25 21:48:24 main:581] : INFO : Epoch 717 | loss: 0.0319987 | val_loss: 0.0320018 | Time: 3731.28 ms [2020-11-25 21:48:28 main:581] : INFO : Epoch 718 | loss: 0.0320015 | val_loss: 0.0320139 | Time: 3992.31 ms [2020-11-25 21:48:31 main:581] : INFO : Epoch 719 | loss: 0.0319977 | val_loss: 0.0320092 | Time: 3672.32 ms [2020-11-25 21:48:35 main:581] : INFO : Epoch 720 | loss: 0.0319922 | val_loss: 0.0320087 | Time: 3614.63 ms [2020-11-25 21:48:38 main:581] : INFO : Epoch 721 | loss: 0.03199 | val_loss: 0.0319969 | Time: 3604.43 ms [2020-11-25 21:48:42 main:581] : INFO : Epoch 722 | loss: 0.0319969 | val_loss: 0.0320108 | Time: 3645.33 ms [2020-11-25 21:48:46 main:581] : INFO : Epoch 723 | loss: 0.0319941 | val_loss: 0.0319979 | Time: 3592.22 ms [2020-11-25 21:48:49 main:581] : INFO : Epoch 724 | loss: 0.0319822 | val_loss: 0.0320052 | Time: 3643.29 ms [2020-11-25 21:48:53 main:581] : INFO : Epoch 725 | loss: 0.0319809 | val_loss: 0.0319917 | Time: 4044.39 ms [2020-11-25 21:48:57 main:581] : INFO : Epoch 726 | loss: 0.0319831 | val_loss: 0.0320034 | Time: 4004.07 ms [2020-11-25 21:49:01 main:581] : INFO : Epoch 727 | loss: 0.0319932 | val_loss: 0.032 | Time: 4020.61 ms [2020-11-25 21:49:05 main:581] : INFO : Epoch 728 | loss: 0.0319847 | val_loss: 0.0319912 | Time: 3603.24 ms [2020-11-25 21:49:09 main:581] : INFO : Epoch 729 | loss: 0.0319803 | val_loss: 0.0319953 | Time: 3626.68 ms [2020-11-25 21:49:12 main:581] : INFO : Epoch 730 | loss: 0.0319852 | val_loss: 0.0320042 | Time: 3619.94 ms [2020-11-25 21:49:16 main:581] : INFO : Epoch 731 | loss: 0.0319811 | val_loss: 0.0320022 | Time: 3714.95 ms [2020-11-25 21:49:20 main:581] : INFO : Epoch 732 | loss: 0.031986 | val_loss: 0.0319885 | Time: 3740.52 ms [2020-11-25 21:49:23 main:581] : INFO : Epoch 733 | loss: 0.0319763 | val_loss: 0.0319959 | Time: 3700.61 ms [2020-11-25 21:49:27 main:581] : INFO : Epoch 734 | loss: 0.031978 | val_loss: 0.0319995 | Time: 3740.12 ms [2020-11-25 21:49:31 main:581] : INFO : Epoch 735 | loss: 0.031978 | val_loss: 0.0320009 | Time: 3677.2 ms [2020-11-25 21:49:34 main:581] : INFO : Epoch 736 | loss: 0.0319771 | val_loss: 0.031992 | Time: 3632.33 ms [2020-11-25 21:49:38 main:581] : INFO : Epoch 737 | loss: 0.0319782 | val_loss: 0.0319991 | Time: 3621.97 ms [2020-11-25 21:49:42 main:581] : INFO : Epoch 738 | loss: 0.0319822 | val_loss: 0.0319822 | Time: 3893.52 ms [2020-11-25 21:49:46 main:581] : INFO : Epoch 739 | loss: 0.0319782 | val_loss: 0.0319901 | Time: 3667.26 ms [2020-11-25 21:49:49 main:581] : INFO : Epoch 740 | loss: 0.0319804 | val_loss: 0.0319924 | Time: 3661.53 ms [2020-11-25 21:49:53 main:581] : INFO : Epoch 741 | loss: 0.0319807 | val_loss: 0.0319838 | Time: 3601.84 ms [2020-11-25 21:49:57 main:581] : INFO : Epoch 742 | loss: 0.0319726 | val_loss: 0.0319855 | Time: 3629.69 ms [2020-11-25 21:50:00 main:581] : INFO : Epoch 743 | loss: 0.0319808 | val_loss: 0.0319951 | Time: 3661.84 ms [2020-11-25 21:50:04 main:581] : INFO : Epoch 744 | loss: 0.0319705 | val_loss: 0.0319967 | Time: 3711.82 ms [2020-11-25 21:50:08 main:581] : INFO : Epoch 745 | loss: 0.0319785 | val_loss: 0.0319846 | Time: 3970.2 ms [2020-11-25 21:50:12 main:581] : INFO : Epoch 746 | loss: 0.0319795 | val_loss: 0.031984 | Time: 3686.98 ms [2020-11-25 21:50:15 main:581] : INFO : Epoch 747 | loss: 0.031969 | val_loss: 0.0319911 | Time: 3579.76 ms [2020-11-25 21:50:19 main:581] : INFO : Epoch 748 | loss: 0.0319711 | val_loss: 0.0319941 | Time: 3640.3 ms [2020-11-25 21:50:22 main:581] : INFO : Epoch 749 | loss: 0.0319738 | val_loss: 0.0320057 | Time: 3655.89 ms [2020-11-25 21:50:26 main:581] : INFO : Epoch 750 | loss: 0.0320046 | val_loss: 0.03202 | Time: 3720.48 ms [2020-11-25 21:50:30 main:581] : INFO : Epoch 751 | loss: 0.0319845 | val_loss: 0.031985 | Time: 3706.96 ms [2020-11-25 21:50:34 main:581] : INFO : Epoch 752 | loss: 0.0319712 | val_loss: 0.0319977 | Time: 3649.16 ms [2020-11-25 21:50:37 main:581] : INFO : Epoch 753 | loss: 0.0319792 | val_loss: 0.0320176 | Time: 3760.62 ms [2020-11-25 21:50:41 main:581] : INFO : Epoch 754 | loss: 0.0319816 | val_loss: 0.0319786 | Time: 3634.69 ms [2020-11-25 21:50:45 main:581] : INFO : Epoch 755 | loss: 0.0319726 | val_loss: 0.0319719 | Time: 3598.72 ms [2020-11-25 21:50:48 main:581] : INFO : Epoch 756 | loss: 0.0319828 | val_loss: 0.0320058 | Time: 3638.25 ms [2020-11-25 21:50:52 main:581] : INFO : Epoch 757 | loss: 0.0319688 | val_loss: 0.0319833 | Time: 3694.6 ms [2020-11-25 21:50:56 main:581] : INFO : Epoch 758 | loss: 0.0319715 | val_loss: 0.0319857 | Time: 3934.64 ms [2020-11-25 21:50:59 main:581] : INFO : Epoch 759 | loss: 0.0319643 | val_loss: 0.031995 | Time: 3631.98 ms [2020-11-25 21:51:03 main:581] : INFO : Epoch 760 | loss: 0.0319669 | val_loss: 0.0319815 | Time: 3676.21 ms [2020-11-25 21:51:07 main:581] : INFO : Epoch 761 | loss: 0.0319714 | val_loss: 0.0319933 | Time: 3630.75 ms [2020-11-25 21:51:11 main:581] : INFO : Epoch 762 | loss: 0.0319762 | val_loss: 0.0319745 | Time: 3978.9 ms [2020-11-25 21:51:15 main:581] : INFO : Epoch 763 | loss: 0.0319686 | val_loss: 0.031983 | Time: 3813.83 ms [2020-11-25 21:51:18 main:581] : INFO : Epoch 764 | loss: 0.0319739 | val_loss: 0.0319775 | Time: 3570.82 ms [2020-11-25 21:51:22 main:581] : INFO : Epoch 765 | loss: 0.031964 | val_loss: 0.0319919 | Time: 3629.51 ms [2020-11-25 21:51:25 main:581] : INFO : Epoch 766 | loss: 0.0319764 | val_loss: 0.0319904 | Time: 3625.28 ms [2020-11-25 21:51:29 main:581] : INFO : Epoch 767 | loss: 0.0319718 | val_loss: 0.0319699 | Time: 3613.97 ms [2020-11-25 21:51:33 main:581] : INFO : Epoch 768 | loss: 0.0319622 | val_loss: 0.0319729 | Time: 3605.1 ms [2020-11-25 21:51:36 main:581] : INFO : Epoch 769 | loss: 0.0319631 | val_loss: 0.0319843 | Time: 3695.29 ms [2020-11-25 21:51:40 main:581] : INFO : Epoch 770 | loss: 0.0319658 | val_loss: 0.0319875 | Time: 3762.16 ms [2020-11-25 21:51:44 main:581] : INFO : Epoch 771 | loss: 0.0319767 | val_loss: 0.0319786 | Time: 4122.46 ms [2020-11-25 21:51:48 main:581] : INFO : Epoch 772 | loss: 0.0319613 | val_loss: 0.0319969 | Time: 3690.76 ms [2020-11-25 21:51:51 main:581] : INFO : Epoch 773 | loss: 0.0319667 | val_loss: 0.0319773 | Time: 3619.97 ms [2020-11-25 21:51:55 main:581] : INFO : Epoch 774 | loss: 0.031999 | val_loss: 0.0319808 | Time: 3628.67 ms [2020-11-25 21:51:59 main:581] : INFO : Epoch 775 | loss: 0.031963 | val_loss: 0.0319698 | Time: 3599.12 ms [2020-11-25 21:52:02 main:581] : INFO : Epoch 776 | loss: 0.0319591 | val_loss: 0.0319695 | Time: 3596.86 ms [2020-11-25 21:52:06 main:581] : INFO : Epoch 777 | loss: 0.0319548 | val_loss: 0.0319697 | Time: 3698.71 ms [2020-11-25 21:52:10 main:581] : INFO : Epoch 778 | loss: 0.0319579 | val_loss: 0.0319746 | Time: 3940.1 ms [2020-11-25 21:52:14 main:581] : INFO : Epoch 779 | loss: 0.0319671 | val_loss: 0.0319861 | Time: 3640.62 ms [2020-11-25 21:52:17 main:581] : INFO : Epoch 780 | loss: 0.0319624 | val_loss: 0.0319885 | Time: 3544.53 ms [2020-11-25 21:52:21 main:581] : INFO : Epoch 781 | loss: 0.0319909 | val_loss: 0.0319795 | Time: 3654.21 ms [2020-11-25 21:52:25 main:581] : INFO : Epoch 782 | loss: 0.0319626 | val_loss: 0.0319712 | Time: 3793.33 ms [2020-11-25 21:52:28 main:581] : INFO : Epoch 783 | loss: 0.0319597 | val_loss: 0.0319904 | Time: 3632.61 ms [2020-11-25 21:52:32 main:581] : INFO : Epoch 784 | loss: 0.0319633 | val_loss: 0.0319854 | Time: 3681.68 ms [2020-11-25 21:52:36 main:581] : INFO : Epoch 785 | loss: 0.0319584 | val_loss: 0.0319792 | Time: 3663.17 ms [2020-11-25 21:52:39 main:581] : INFO : Epoch 786 | loss: 0.0319588 | val_loss: 0.0319885 | Time: 3652.46 ms [2020-11-25 21:52:43 main:581] : INFO : Epoch 787 | loss: 0.0319648 | val_loss: 0.0319801 | Time: 3601.91 ms [2020-11-25 21:52:46 main:581] : INFO : Epoch 788 | loss: 0.0319626 | val_loss: 0.0319744 | Time: 3670.62 ms [2020-11-25 21:52:51 main:581] : INFO : Epoch 789 | loss: 0.0319659 | val_loss: 0.0319666 | Time: 4206.8 ms [2020-11-25 21:52:54 main:581] : INFO : Epoch 790 | loss: 0.0319562 | val_loss: 0.0319676 | Time: 3719.46 ms [2020-11-25 21:52:58 main:581] : INFO : Epoch 791 | loss: 0.0319603 | val_loss: 0.0319831 | Time: 3549.37 ms [2020-11-25 21:53:02 main:581] : INFO : Epoch 792 | loss: 0.0319672 | val_loss: 0.0320016 | Time: 3745.96 ms [2020-11-25 21:53:05 main:581] : INFO : Epoch 793 | loss: 0.0319853 | val_loss: 0.0319755 | Time: 3716.03 ms [2020-11-25 21:53:09 main:581] : INFO : Epoch 794 | loss: 0.0319588 | val_loss: 0.0319638 | Time: 3948.64 ms [2020-11-25 21:53:13 main:581] : INFO : Epoch 795 | loss: 0.0319602 | val_loss: 0.0319758 | Time: 3820.64 ms [2020-11-25 21:53:17 main:581] : INFO : Epoch 796 | loss: 0.0319547 | val_loss: 0.0319615 | Time: 3577 ms [2020-11-25 21:53:20 main:581] : INFO : Epoch 797 | loss: 0.0319555 | val_loss: 0.0319668 | Time: 3659.06 ms [2020-11-25 21:53:24 main:581] : INFO : Epoch 798 | loss: 0.0319585 | val_loss: 0.0319671 | Time: 3595.84 ms [2020-11-25 21:53:28 main:581] : INFO : Epoch 799 | loss: 0.031955 | val_loss: 0.0319861 | Time: 3742.52 ms [2020-11-25 21:53:31 main:581] : INFO : Epoch 800 | loss: 0.0319576 | val_loss: 0.0319624 | Time: 3726.21 ms [2020-11-25 21:53:35 main:581] : INFO : Epoch 801 | loss: 0.031962 | val_loss: 0.0319874 | Time: 3590.78 ms [2020-11-25 21:53:39 main:581] : INFO : Epoch 802 | loss: 0.0319767 | val_loss: 0.031987 | Time: 3665.41 ms [2020-11-25 21:53:42 main:581] : INFO : Epoch 803 | loss: 0.0319585 | val_loss: 0.0319591 | Time: 3650.25 ms [2020-11-25 21:53:46 main:581] : INFO : Epoch 804 | loss: 0.0319511 | val_loss: 0.0319665 | Time: 3683.38 ms [2020-11-25 21:53:50 main:581] : INFO : Epoch 805 | loss: 0.0319553 | val_loss: 0.031971 | Time: 3623.54 ms [2020-11-25 21:53:53 main:581] : INFO : Epoch 806 | loss: 0.0319544 | val_loss: 0.0319693 | Time: 3612.59 ms [2020-11-25 21:53:57 main:581] : INFO : Epoch 807 | loss: 0.0319592 | val_loss: 0.0320075 | Time: 3677.58 ms [2020-11-25 21:54:01 main:581] : INFO : Epoch 808 | loss: 0.0319622 | val_loss: 0.0319713 | Time: 4062.48 ms [2020-11-25 21:54:05 main:581] : INFO : Epoch 809 | loss: 0.0319626 | val_loss: 0.0319656 | Time: 3619.22 ms [2020-11-25 21:54:08 main:581] : INFO : Epoch 810 | loss: 0.0319542 | val_loss: 0.0319654 | Time: 3679.72 ms [2020-11-25 21:54:12 main:581] : INFO : Epoch 811 | loss: 0.031966 | val_loss: 0.0319831 | Time: 3838.26 ms [2020-11-25 21:54:16 main:581] : INFO : Epoch 812 | loss: 0.0319627 | val_loss: 0.0319743 | Time: 4154.77 ms [2020-11-25 21:54:20 main:581] : INFO : Epoch 813 | loss: 0.031964 | val_loss: 0.0319957 | Time: 3665.3 ms [2020-11-25 21:54:24 main:581] : INFO : Epoch 814 | loss: 0.031956 | val_loss: 0.0319876 | Time: 3608.22 ms [2020-11-25 21:54:27 main:581] : INFO : Epoch 815 | loss: 0.031964 | val_loss: 0.031974 | Time: 3635.62 ms [2020-11-25 21:54:31 main:581] : INFO : Epoch 816 | loss: 0.0319562 | val_loss: 0.0319693 | Time: 3720.54 ms [2020-11-25 21:54:35 main:581] : INFO : Epoch 817 | loss: 0.0319508 | val_loss: 0.0319556 | Time: 3593.87 ms [2020-11-25 21:54:38 main:581] : INFO : Epoch 818 | loss: 0.0319468 | val_loss: 0.0319641 | Time: 3573.45 ms [2020-11-25 21:54:42 main:581] : INFO : Epoch 819 | loss: 0.0319564 | val_loss: 0.0319559 | Time: 3862.58 ms [2020-11-25 21:54:46 main:581] : INFO : Epoch 820 | loss: 0.0319597 | val_loss: 0.0320548 | Time: 3757.09 ms [2020-11-25 21:54:49 main:581] : INFO : Epoch 821 | loss: 0.0320188 | val_loss: 0.0319816 | Time: 3692.08 ms [2020-11-25 21:54:53 main:581] : INFO : Epoch 822 | loss: 0.0319563 | val_loss: 0.0319639 | Time: 3644.7 ms [2020-11-25 21:54:57 main:581] : INFO : Epoch 823 | loss: 0.0319547 | val_loss: 0.0319711 | Time: 3615.89 ms [2020-11-25 21:55:00 main:581] : INFO : Epoch 824 | loss: 0.0319481 | val_loss: 0.0319589 | Time: 3640.05 ms [2020-11-25 21:55:04 main:581] : INFO : Epoch 825 | loss: 0.0319476 | val_loss: 0.0319594 | Time: 3671.67 ms [2020-11-25 21:55:08 main:581] : INFO : Epoch 826 | loss: 0.0319544 | val_loss: 0.0319615 | Time: 3665.93 ms [2020-11-25 21:55:11 main:581] : INFO : Epoch 827 | loss: 0.0319523 | val_loss: 0.0319872 | Time: 3802.1 ms [2020-11-25 21:55:15 main:581] : INFO : Epoch 828 | loss: 0.0319645 | val_loss: 0.0319599 | Time: 3625.52 ms [2020-11-25 21:55:19 main:581] : INFO : Epoch 829 | loss: 0.03196 | val_loss: 0.0319849 | Time: 3608.77 ms [2020-11-25 21:55:22 main:581] : INFO : Epoch 830 | loss: 0.0319527 | val_loss: 0.031959 | Time: 3597.87 ms [2020-11-25 21:55:26 main:581] : INFO : Epoch 831 | loss: 0.0319442 | val_loss: 0.0319633 | Time: 3632.11 ms [2020-11-25 21:55:30 main:581] : INFO : Epoch 832 | loss: 0.0319622 | val_loss: 0.0319706 | Time: 3654.98 ms [2020-11-25 21:55:33 main:581] : INFO : Epoch 833 | loss: 0.0319545 | val_loss: 0.0319584 | Time: 3688.32 ms [2020-11-25 21:55:37 main:581] : INFO : Epoch 834 | loss: 0.0319534 | val_loss: 0.0319779 | Time: 3727.58 ms [2020-11-25 21:55:41 main:581] : INFO : Epoch 835 | loss: 0.0319533 | val_loss: 0.0319768 | Time: 3631.01 ms [2020-11-25 21:55:44 main:581] : INFO : Epoch 836 | loss: 0.0319501 | val_loss: 0.0319683 | Time: 3702.09 ms [2020-11-25 21:55:48 main:581] : INFO : Epoch 837 | loss: 0.0319603 | val_loss: 0.0319784 | Time: 3773.78 ms [2020-11-25 21:55:52 main:581] : INFO : Epoch 838 | loss: 0.0319604 | val_loss: 0.0319717 | Time: 3658.51 ms [2020-11-25 21:55:55 main:581] : INFO : Epoch 839 | loss: 0.03195 | val_loss: 0.0319593 | Time: 3586.83 ms [2020-11-25 21:55:59 main:581] : INFO : Epoch 840 | loss: 0.0319513 | val_loss: 0.0319559 | Time: 3578.05 ms [2020-11-25 21:56:03 main:581] : INFO : Epoch 841 | loss: 0.0319487 | val_loss: 0.0319673 | Time: 3566.32 ms [2020-11-25 21:56:06 main:581] : INFO : Epoch 842 | loss: 0.0319731 | val_loss: 0.0319684 | Time: 3610.29 ms [2020-11-25 21:56:10 main:581] : INFO : Epoch 843 | loss: 0.0319534 | val_loss: 0.0319636 | Time: 3666.6 ms [2020-11-25 21:56:14 main:581] : INFO : Epoch 844 | loss: 0.0319479 | val_loss: 0.0319687 | Time: 3723.71 ms [2020-11-25 21:56:18 main:581] : INFO : Epoch 845 | loss: 0.0319493 | val_loss: 0.0319546 | Time: 4310.85 ms [2020-11-25 21:56:22 main:581] : INFO : Epoch 846 | loss: 0.0319278 | val_loss: 0.0319193 | Time: 3750.33 ms [2020-11-25 21:56:25 main:581] : INFO : Epoch 847 | loss: 0.0318524 | val_loss: 0.0317912 | Time: 3661.3 ms [2020-11-25 21:56:29 main:581] : INFO : Epoch 848 | loss: 0.0316155 | val_loss: 0.0317177 | Time: 3647.04 ms [2020-11-25 21:56:32 main:581] : INFO : Epoch 849 | loss: 0.0318823 | val_loss: 0.0319992 | Time: 3597.9 ms [2020-11-25 21:56:36 main:581] : INFO : Epoch 850 | loss: 0.0315637 | val_loss: 0.0314308 | Time: 3651.17 ms [2020-11-25 21:56:40 main:581] : INFO : Epoch 851 | loss: 0.0313836 | val_loss: 0.0313748 | Time: 3603.68 ms [2020-11-25 21:56:43 main:581] : INFO : Epoch 852 | loss: 0.0313531 | val_loss: 0.0313558 | Time: 3629.08 ms [2020-11-25 21:56:47 main:581] : INFO : Epoch 853 | loss: 0.0313478 | val_loss: 0.0313497 | Time: 3630.41 ms [2020-11-25 21:56:51 main:581] : INFO : Epoch 854 | loss: 0.0313465 | val_loss: 0.0313603 | Time: 3625.99 ms [2020-11-25 21:56:54 main:581] : INFO : Epoch 855 | loss: 0.0313407 | val_loss: 0.0313547 | Time: 3767.18 ms [2020-11-25 21:56:58 main:581] : INFO : Epoch 856 | loss: 0.0313413 | val_loss: 0.0313535 | Time: 3695.52 ms [2020-11-25 21:57:02 main:581] : INFO : Epoch 857 | loss: 0.0313447 | val_loss: 0.0313521 | Time: 3706.31 ms [2020-11-25 21:57:05 main:581] : INFO : Epoch 858 | loss: 0.031341 | val_loss: 0.0313537 | Time: 3685.97 ms [2020-11-25 21:57:09 main:581] : INFO : Epoch 859 | loss: 0.0313471 | val_loss: 0.0313495 | Time: 3704.8 ms [2020-11-25 21:57:13 main:581] : INFO : Epoch 860 | loss: 0.0313402 | val_loss: 0.0313547 | Time: 3909.48 ms [2020-11-25 21:57:17 main:581] : INFO : Epoch 861 | loss: 0.0313391 | val_loss: 0.0313474 | Time: 3737.97 ms [2020-11-25 21:57:20 main:581] : INFO : Epoch 862 | loss: 0.0313419 | val_loss: 0.0313804 | Time: 3641.68 ms [2020-11-25 21:57:24 main:581] : INFO : Epoch 863 | loss: 0.0313482 | val_loss: 0.0313496 | Time: 3609.19 ms [2020-11-25 21:57:28 main:581] : INFO : Epoch 864 | loss: 0.0313402 | val_loss: 0.0313459 | Time: 3596.85 ms [2020-11-25 21:57:31 main:581] : INFO : Epoch 865 | loss: 0.0313389 | val_loss: 0.0313541 | Time: 3637.73 ms [2020-11-25 21:57:35 main:581] : INFO : Epoch 866 | loss: 0.0313554 | val_loss: 0.0314049 | Time: 3605.64 ms [2020-11-25 21:57:39 main:581] : INFO : Epoch 867 | loss: 0.0313607 | val_loss: 0.0313623 | Time: 3694.85 ms [2020-11-25 21:57:42 main:581] : INFO : Epoch 868 | loss: 0.031352 | val_loss: 0.031362 | Time: 3613.6 ms [2020-11-25 21:57:46 main:581] : INFO : Epoch 869 | loss: 0.0313416 | val_loss: 0.0313558 | Time: 3688.53 ms [2020-11-25 21:57:50 main:581] : INFO : Epoch 870 | loss: 0.0313404 | val_loss: 0.0313496 | Time: 3995.73 ms [2020-11-25 21:57:54 main:581] : INFO : Epoch 871 | loss: 0.0313396 | val_loss: 0.0313564 | Time: 3845.44 ms [2020-11-25 21:57:57 main:581] : INFO : Epoch 872 | loss: 0.0313445 | val_loss: 0.03136 | Time: 3672.38 ms [2020-11-25 21:58:01 main:581] : INFO : Epoch 873 | loss: 0.0313417 | val_loss: 0.0313607 | Time: 3596.98 ms [2020-11-25 21:58:05 main:581] : INFO : Epoch 874 | loss: 0.0313504 | val_loss: 0.0313929 | Time: 3583.86 ms [2020-11-25 21:58:08 main:581] : INFO : Epoch 875 | loss: 0.0313671 | val_loss: 0.031359 | Time: 3578.99 ms [2020-11-25 21:58:12 main:581] : INFO : Epoch 876 | loss: 0.0313434 | val_loss: 0.0313518 | Time: 3652.52 ms [2020-11-25 21:58:15 main:581] : INFO : Epoch 877 | loss: 0.0313392 | val_loss: 0.0313468 | Time: 3583.96 ms [2020-11-25 21:58:19 main:581] : INFO : Epoch 878 | loss: 0.0313395 | val_loss: 0.0313594 | Time: 3589.28 ms [2020-11-25 21:58:23 main:581] : INFO : Epoch 879 | loss: 0.0313452 | val_loss: 0.0313511 | Time: 3618.35 ms [2020-11-25 21:58:26 main:581] : INFO : Epoch 880 | loss: 0.0313359 | val_loss: 0.0313528 | Time: 3687.75 ms [2020-11-25 21:58:30 main:581] : INFO : Epoch 881 | loss: 0.0313518 | val_loss: 0.0313777 | Time: 3716.05 ms [2020-11-25 21:58:34 main:581] : INFO : Epoch 882 | loss: 0.0313515 | val_loss: 0.0313594 | Time: 3817.86 ms [2020-11-25 21:58:38 main:581] : INFO : Epoch 883 | loss: 0.0313514 | val_loss: 0.0313597 | Time: 4073.8 ms [2020-11-25 21:58:42 main:581] : INFO : Epoch 884 | loss: 0.0313504 | val_loss: 0.0313445 | Time: 3600.65 ms [2020-11-25 21:58:45 main:581] : INFO : Epoch 885 | loss: 0.0313427 | val_loss: 0.0313514 | Time: 3693.44 ms [2020-11-25 21:58:49 main:581] : INFO : Epoch 886 | loss: 0.0313507 | val_loss: 0.0313504 | Time: 3970.96 ms [2020-11-25 21:58:53 main:581] : INFO : Epoch 887 | loss: 0.0313432 | val_loss: 0.031359 | Time: 3628.26 ms [2020-11-25 21:58:56 main:581] : INFO : Epoch 888 | loss: 0.0313406 | val_loss: 0.03135 | Time: 3603.99 ms [2020-11-25 21:59:00 main:581] : INFO : Epoch 889 | loss: 0.0313487 | val_loss: 0.0313972 | Time: 3650.37 ms [2020-11-25 21:59:04 main:581] : INFO : Epoch 890 | loss: 0.031382 | val_loss: 0.0313567 | Time: 3767.69 ms [2020-11-25 21:59:07 main:581] : INFO : Epoch 891 | loss: 0.0313399 | val_loss: 0.0313597 | Time: 3623.11 ms [2020-11-25 21:59:11 main:581] : INFO : Epoch 892 | loss: 0.0313424 | val_loss: 0.0313531 | Time: 3624.54 ms [2020-11-25 21:59:15 main:581] : INFO : Epoch 893 | loss: 0.0313536 | val_loss: 0.0313754 | Time: 3623.28 ms [2020-11-25 21:59:18 main:581] : INFO : Epoch 894 | loss: 0.0313464 | val_loss: 0.0313554 | Time: 3672.37 ms [2020-11-25 21:59:22 main:581] : INFO : Epoch 895 | loss: 0.0313408 | val_loss: 0.0313483 | Time: 3747.12 ms [2020-11-25 21:59:26 main:581] : INFO : Epoch 896 | loss: 0.0313371 | val_loss: 0.0313518 | Time: 3737.4 ms [2020-11-25 21:59:30 main:581] : INFO : Epoch 897 | loss: 0.0313361 | val_loss: 0.0313524 | Time: 3714.1 ms [2020-11-25 21:59:33 main:581] : INFO : Epoch 898 | loss: 0.0313504 | val_loss: 0.0313563 | Time: 3881.43 ms [2020-11-25 21:59:37 main:581] : INFO : Epoch 899 | loss: 0.0313434 | val_loss: 0.0313441 | Time: 3862.2 ms [2020-11-25 21:59:41 main:581] : INFO : Epoch 900 | loss: 0.0313402 | val_loss: 0.0313547 | Time: 3553.62 ms [2020-11-25 21:59:44 main:581] : INFO : Epoch 901 | loss: 0.0313392 | val_loss: 0.0313605 | Time: 3590.2 ms [2020-11-25 21:59:48 main:581] : INFO : Epoch 902 | loss: 0.0313508 | val_loss: 0.0313968 | Time: 3929.39 ms [2020-11-25 21:59:52 main:581] : INFO : Epoch 903 | loss: 0.0313574 | val_loss: 0.0313533 | Time: 3802.22 ms [2020-11-25 21:59:56 main:581] : INFO : Epoch 904 | loss: 0.0313465 | val_loss: 0.0313481 | Time: 4075.54 ms [2020-11-25 22:00:00 main:581] : INFO : Epoch 905 | loss: 0.031346 | val_loss: 0.0313541 | Time: 3715.54 ms [2020-11-25 22:00:04 main:581] : INFO : Epoch 906 | loss: 0.0313421 | val_loss: 0.0313551 | Time: 3715.08 ms [2020-11-25 22:00:07 main:581] : INFO : Epoch 907 | loss: 0.0313361 | val_loss: 0.0313598 | Time: 3697.78 ms [2020-11-25 22:00:11 main:581] : INFO : Epoch 908 | loss: 0.0313461 | val_loss: 0.0313721 | Time: 3688.32 ms [2020-11-25 22:00:15 main:581] : INFO : Epoch 909 | loss: 0.0313783 | val_loss: 0.031352 | Time: 3666.5 ms [2020-11-25 22:00:18 main:581] : INFO : Epoch 910 | loss: 0.0313415 | val_loss: 0.031348 | Time: 3616.15 ms [2020-11-25 22:00:22 main:581] : INFO : Epoch 911 | loss: 0.0313387 | val_loss: 0.031351 | Time: 3591.51 ms [2020-11-25 22:00:26 main:581] : INFO : Epoch 912 | loss: 0.0313366 | val_loss: 0.0313441 | Time: 3603.71 ms [2020-11-25 22:00:29 main:581] : INFO : Epoch 913 | loss: 0.0313357 | val_loss: 0.0313406 | Time: 3641.9 ms [2020-11-25 22:00:33 main:581] : INFO : Epoch 914 | loss: 0.0313406 | val_loss: 0.0313601 | Time: 3680.56 ms [2020-11-25 22:00:37 main:581] : INFO : Epoch 915 | loss: 0.0313792 | val_loss: 0.0313576 | Time: 3760.93 ms [2020-11-25 22:00:40 main:581] : INFO : Epoch 916 | loss: 0.0313498 | val_loss: 0.0313511 | Time: 3707.42 ms [2020-11-25 22:00:44 main:581] : INFO : Epoch 917 | loss: 0.0313379 | val_loss: 0.0313471 | Time: 3699.64 ms [2020-11-25 22:00:48 main:581] : INFO : Epoch 918 | loss: 0.0313339 | val_loss: 0.031345 | Time: 3936.25 ms [2020-11-25 22:00:52 main:581] : INFO : Epoch 919 | loss: 0.0313396 | val_loss: 0.0313535 | Time: 4057.01 ms [2020-11-25 22:00:56 main:581] : INFO : Epoch 920 | loss: 0.0313668 | val_loss: 0.0313821 | Time: 3575.72 ms [2020-11-25 22:00:59 main:581] : INFO : Epoch 921 | loss: 0.0313467 | val_loss: 0.0313623 | Time: 3611.15 ms [2020-11-25 22:01:03 main:581] : INFO : Epoch 922 | loss: 0.0313421 | val_loss: 0.0313443 | Time: 3628.97 ms [2020-11-25 22:01:06 main:581] : INFO : Epoch 923 | loss: 0.0313367 | val_loss: 0.0313689 | Time: 3575.11 ms [2020-11-25 22:01:10 main:581] : INFO : Epoch 924 | loss: 0.0313422 | val_loss: 0.0313539 | Time: 3602.93 ms [2020-11-25 22:01:14 main:581] : INFO : Epoch 925 | loss: 0.0313352 | val_loss: 0.0313469 | Time: 3689.12 ms [2020-11-25 22:01:17 main:581] : INFO : Epoch 926 | loss: 0.0313411 | val_loss: 0.0313641 | Time: 3661.75 ms [2020-11-25 22:01:21 main:581] : INFO : Epoch 927 | loss: 0.0313645 | val_loss: 0.0313705 | Time: 3639.01 ms [2020-11-25 22:01:25 main:581] : INFO : Epoch 928 | loss: 0.0313443 | val_loss: 0.0313541 | Time: 3769.01 ms [2020-11-25 22:01:29 main:581] : INFO : Epoch 929 | loss: 0.0313355 | val_loss: 0.0313536 | Time: 3663.31 ms [2020-11-25 22:01:32 main:581] : INFO : Epoch 930 | loss: 0.0313488 | val_loss: 0.0313558 | Time: 3659.98 ms [2020-11-25 22:01:36 main:581] : INFO : Epoch 931 | loss: 0.0313443 | val_loss: 0.0313566 | Time: 3622.86 ms [2020-11-25 22:01:40 main:581] : INFO : Epoch 932 | loss: 0.0313571 | val_loss: 0.0313521 | Time: 3936.61 ms [2020-11-25 22:01:43 main:581] : INFO : Epoch 933 | loss: 0.0313427 | val_loss: 0.0313496 | Time: 3549.79 ms [2020-11-25 22:01:47 main:581] : INFO : Epoch 934 | loss: 0.0313393 | val_loss: 0.0313478 | Time: 3671.43 ms [2020-11-25 22:01:51 main:581] : INFO : Epoch 935 | loss: 0.0313322 | val_loss: 0.0313619 | Time: 3629.94 ms [2020-11-25 22:01:54 main:581] : INFO : Epoch 936 | loss: 0.0313392 | val_loss: 0.0313503 | Time: 3593.91 ms [2020-11-25 22:01:58 main:581] : INFO : Epoch 937 | loss: 0.0313818 | val_loss: 0.0313617 | Time: 3635.51 ms [2020-11-25 22:02:02 main:581] : INFO : Epoch 938 | loss: 0.0313579 | val_loss: 0.03135 | Time: 3788 ms [2020-11-25 22:02:06 main:581] : INFO : Epoch 939 | loss: 0.0313432 | val_loss: 0.0313548 | Time: 4196.45 ms [2020-11-25 22:02:10 main:581] : INFO : Epoch 940 | loss: 0.0313372 | val_loss: 0.0313486 | Time: 3979.57 ms [2020-11-25 22:02:13 main:581] : INFO : Epoch 941 | loss: 0.031344 | val_loss: 0.0313432 | Time: 3654.15 ms [2020-11-25 22:02:17 main:581] : INFO : Epoch 942 | loss: 0.0313403 | val_loss: 0.0313535 | Time: 3629 ms [2020-11-25 22:02:21 main:581] : INFO : Epoch 943 | loss: 0.0313569 | val_loss: 0.0313664 | Time: 3636.77 ms [2020-11-25 22:02:24 main:581] : INFO : Epoch 944 | loss: 0.0313442 | val_loss: 0.0313467 | Time: 3624.15 ms [2020-11-25 22:02:28 main:581] : INFO : Epoch 945 | loss: 0.0313665 | val_loss: 0.0313952 | Time: 3606.68 ms [2020-11-25 22:02:32 main:581] : INFO : Epoch 946 | loss: 0.0313508 | val_loss: 0.0313614 | Time: 3599.33 ms [2020-11-25 22:02:35 main:581] : INFO : Epoch 947 | loss: 0.0313467 | val_loss: 0.0313479 | Time: 3645.69 ms [2020-11-25 22:02:39 main:581] : INFO : Epoch 948 | loss: 0.0313398 | val_loss: 0.0313705 | Time: 3593.44 ms [2020-11-25 22:02:42 main:581] : INFO : Epoch 949 | loss: 0.0313391 | val_loss: 0.0313605 | Time: 3715.77 ms [2020-11-25 22:02:46 main:581] : INFO : Epoch 950 | loss: 0.0313516 | val_loss: 0.0313588 | Time: 3676.68 ms [2020-11-25 22:02:50 main:581] : INFO : Epoch 951 | loss: 0.0313396 | val_loss: 0.0313588 | Time: 3724.8 ms [2020-11-25 22:02:54 main:581] : INFO : Epoch 952 | loss: 0.0313744 | val_loss: 0.0313589 | Time: 3780.55 ms [2020-11-25 22:02:57 main:581] : INFO : Epoch 953 | loss: 0.0313499 | val_loss: 0.0313538 | Time: 3674.43 ms [2020-11-25 22:03:01 main:581] : INFO : Epoch 954 | loss: 0.0313418 | val_loss: 0.0313479 | Time: 3638.95 ms [2020-11-25 22:03:05 main:581] : INFO : Epoch 955 | loss: 0.0313403 | val_loss: 0.0313413 | Time: 3654.43 ms [2020-11-25 22:03:08 main:581] : INFO : Epoch 956 | loss: 0.0313373 | val_loss: 0.0313437 | Time: 3599.3 ms [2020-11-25 22:03:12 main:581] : INFO : Epoch 957 | loss: 0.0313452 | val_loss: 0.0313962 | Time: 3674.85 ms [2020-11-25 22:03:16 main:581] : INFO : Epoch 958 | loss: 0.0313689 | val_loss: 0.0313498 | Time: 3695.89 ms [2020-11-25 22:03:20 main:581] : INFO : Epoch 959 | loss: 0.0313405 | val_loss: 0.0313643 | Time: 3861.94 ms [2020-11-25 22:03:23 main:581] : INFO : Epoch 960 | loss: 0.031341 | val_loss: 0.0313495 | Time: 3701.44 ms [2020-11-25 22:03:27 main:581] : INFO : Epoch 961 | loss: 0.0313356 | val_loss: 0.0313482 | Time: 3773.43 ms [2020-11-25 22:03:31 main:581] : INFO : Epoch 962 | loss: 0.0313412 | val_loss: 0.031349 | Time: 3624.32 ms [2020-11-25 22:03:34 main:581] : INFO : Epoch 963 | loss: 0.0313601 | val_loss: 0.0313977 | Time: 3654.41 ms [2020-11-25 22:03:38 main:581] : INFO : Epoch 964 | loss: 0.0313628 | val_loss: 0.0313606 | Time: 3584.52 ms [2020-11-25 22:03:42 main:581] : INFO : Epoch 965 | loss: 0.0313438 | val_loss: 0.0313458 | Time: 3622.23 ms [2020-11-25 22:03:45 main:581] : INFO : Epoch 966 | loss: 0.0313397 | val_loss: 0.0313482 | Time: 3722.79 ms [2020-11-25 22:03:49 main:581] : INFO : Epoch 967 | loss: 0.0313442 | val_loss: 0.0313531 | Time: 3666.04 ms [2020-11-25 22:03:53 main:581] : INFO : Epoch 968 | loss: 0.0313417 | val_loss: 0.0313539 | Time: 3618.61 ms [2020-11-25 22:03:56 main:581] : INFO : Epoch 969 | loss: 0.0313374 | val_loss: 0.0313449 | Time: 3667.82 ms [2020-11-25 22:04:00 main:581] : INFO : Epoch 970 | loss: 0.0313457 | val_loss: 0.0313909 | Time: 3695.71 ms [2020-11-25 22:04:04 main:581] : INFO : Epoch 971 | loss: 0.0313656 | val_loss: 0.0313868 | Time: 3756.43 ms [2020-11-25 22:04:07 main:581] : INFO : Epoch 972 | loss: 0.0313565 | val_loss: 0.0313511 | Time: 3718.36 ms [2020-11-25 22:04:11 main:581] : INFO : Epoch 973 | loss: 0.0313383 | val_loss: 0.0313594 | Time: 3891.06 ms [2020-11-25 22:04:15 main:581] : INFO : Epoch 974 | loss: 0.031338 | val_loss: 0.0313501 | Time: 3898.26 ms [2020-11-25 22:04:19 main:581] : INFO : Epoch 975 | loss: 0.0313591 | val_loss: 0.0313866 | Time: 3670.52 ms [2020-11-25 22:04:22 main:581] : INFO : Epoch 976 | loss: 0.0313498 | val_loss: 0.031354 | Time: 3607.93 ms [2020-11-25 22:04:26 main:581] : INFO : Epoch 977 | loss: 0.0313498 | val_loss: 0.0313563 | Time: 3578.99 ms [2020-11-25 22:04:30 main:581] : INFO : Epoch 978 | loss: 0.0313508 | val_loss: 0.0313528 | Time: 3644.99 ms [2020-11-25 22:04:33 main:581] : INFO : Epoch 979 | loss: 0.0313419 | val_loss: 0.031355 | Time: 3745.66 ms [2020-11-25 22:04:37 main:581] : INFO : Epoch 980 | loss: 0.0313575 | val_loss: 0.0313582 | Time: 3624.05 ms [2020-11-25 22:04:41 main:581] : INFO : Epoch 981 | loss: 0.0313478 | val_loss: 0.0313643 | Time: 3595.92 ms [2020-11-25 22:04:44 main:581] : INFO : Epoch 982 | loss: 0.0313406 | val_loss: 0.031354 | Time: 3753.12 ms [2020-11-25 22:04:48 main:581] : INFO : Epoch 983 | loss: 0.0313407 | val_loss: 0.0313579 | Time: 3811.31 ms [2020-11-25 22:04:52 main:581] : INFO : Epoch 984 | loss: 0.0313579 | val_loss: 0.0313502 | Time: 3666.47 ms [2020-11-25 22:04:55 main:581] : INFO : Epoch 985 | loss: 0.031344 | val_loss: 0.0313453 | Time: 3657.73 ms [2020-11-25 22:04:59 main:581] : INFO : Epoch 986 | loss: 0.0313494 | val_loss: 0.0313604 | Time: 3710.14 ms [2020-11-25 22:05:03 main:581] : INFO : Epoch 987 | loss: 0.0313439 | val_loss: 0.0313665 | Time: 3607.21 ms [2020-11-25 22:05:06 main:581] : INFO : Epoch 988 | loss: 0.0313401 | val_loss: 0.0313568 | Time: 3598.36 ms [2020-11-25 22:05:10 main:581] : INFO : Epoch 989 | loss: 0.0313561 | val_loss: 0.0313624 | Time: 3888.71 ms [2020-11-25 22:05:14 main:581] : INFO : Epoch 990 | loss: 0.0313522 | val_loss: 0.0313695 | Time: 4004.92 ms [2020-11-25 22:05:18 main:581] : INFO : Epoch 991 | loss: 0.0313582 | val_loss: 0.031372 | Time: 3623.55 ms [2020-11-25 22:05:22 main:581] : INFO : Epoch 992 | loss: 0.0313424 | val_loss: 0.0313467 | Time: 3611.25 ms [2020-11-25 22:05:25 main:581] : INFO : Epoch 993 | loss: 0.0313362 | val_loss: 0.031346 | Time: 3694.01 ms [2020-11-25 22:05:29 main:581] : INFO : Epoch 994 | loss: 0.031353 | val_loss: 0.0314125 | Time: 3730.01 ms [2020-11-25 22:05:33 main:581] : INFO : Epoch 995 | loss: 0.0313871 | val_loss: 0.0313657 | Time: 3579.14 ms [2020-11-25 22:05:36 main:581] : INFO : Epoch 996 | loss: 0.0313496 | val_loss: 0.0313604 | Time: 3586.61 ms [2020-11-25 22:05:38 main:581] : INFO : Epoch 997 | loss: 0.0313555 | val_loss: 0.0313853 | Time: 1376.94 ms [2020-11-25 22:05:41 main:581] : INFO : Epoch 998 | loss: 0.0313579 | val_loss: 0.0313799 | Time: 3798.94 ms [2020-11-25 22:05:45 main:581] : INFO : Epoch 999 | loss: 0.031353 | val_loss: 0.0313562 | Time: 3671.2 ms [2020-11-25 22:05:49 main:581] : INFO : Epoch 1000 | loss: 0.0313449 | val_loss: 0.031349 | Time: 3794.09 ms [2020-11-25 22:05:53 main:581] : INFO : Epoch 1001 | loss: 0.0313386 | val_loss: 0.0313538 | Time: 3751.55 ms [2020-11-25 22:05:56 main:581] : INFO : Epoch 1002 | loss: 0.0313661 | val_loss: 0.0313669 | Time: 3633.47 ms [2020-11-25 22:06:00 main:581] : INFO : Epoch 1003 | loss: 0.0313635 | val_loss: 0.0313778 | Time: 3687.97 ms [2020-11-25 22:06:03 main:581] : INFO : Epoch 1004 | loss: 0.0313474 | val_loss: 0.0313457 | Time: 3601.88 ms [2020-11-25 22:06:07 main:581] : INFO : Epoch 1005 | loss: 0.0313435 | val_loss: 0.0313813 | Time: 3648.18 ms [2020-11-25 22:06:11 main:581] : INFO : Epoch 1006 | loss: 0.0313848 | val_loss: 0.0313643 | Time: 4109.88 ms [2020-11-25 22:06:15 main:581] : INFO : Epoch 1007 | loss: 0.0313486 | val_loss: 0.0313417 | Time: 3696.2 ms [2020-11-25 22:06:18 main:581] : INFO : Epoch 1008 | loss: 0.0313397 | val_loss: 0.031353 | Time: 3565.67 ms [2020-11-25 22:06:19 main:581] : INFO : Epoch 1009 | loss: 0.0313406 | val_loss: 0.0313441 | Time: 316.152 ms [2020-11-25 22:06:22 main:581] : INFO : Epoch 1010 | loss: 0.0313397 | val_loss: 0.0313521 | Time: 3648.54 ms [2020-11-25 22:06:26 main:581] : INFO : Epoch 1011 | loss: 0.0313574 | val_loss: 0.0313761 | Time: 3802.15 ms [2020-11-25 22:06:30 main:581] : INFO : Epoch 1012 | loss: 0.031355 | val_loss: 0.0313608 | Time: 3618.33 ms [2020-11-25 22:06:33 main:581] : INFO : Epoch 1013 | loss: 0.0313582 | val_loss: 0.031359 | Time: 3565.12 ms [2020-11-25 22:06:37 main:581] : INFO : Epoch 1014 | loss: 0.0313424 | val_loss: 0.0313546 | Time: 3580.05 ms [2020-11-25 22:06:41 main:581] : INFO : Epoch 1015 | loss: 0.0313454 | val_loss: 0.0313505 | Time: 3805.46 ms [2020-11-25 22:06:45 main:581] : INFO : Epoch 1016 | loss: 0.0313535 | val_loss: 0.0313521 | Time: 4012.66 ms [2020-11-25 22:06:48 main:581] : INFO : Epoch 1017 | loss: 0.0313397 | val_loss: 0.0313588 | Time: 3594.29 ms [2020-11-25 22:06:57 main:581] : INFO : Epoch 1018 | loss: 0.0313506 | val_loss: 0.0313554 | Time: 8796.42 ms [2020-11-25 22:07:01 main:581] : INFO : Epoch 1019 | loss: 0.0313438 | val_loss: 0.0313518 | Time: 3609.11 ms [2020-11-25 22:07:05 main:581] : INFO : Epoch 1020 | loss: 0.0313556 | val_loss: 0.0313652 | Time: 3718.42 ms [2020-11-25 22:07:08 main:581] : INFO : Epoch 1021 | loss: 0.0313683 | val_loss: 0.0313725 | Time: 3669.9 ms [2020-11-25 22:07:12 main:581] : INFO : Epoch 1022 | loss: 0.0313549 | val_loss: 0.0313476 | Time: 3649.43 ms [2020-11-25 22:07:15 main:581] : INFO : Epoch 1023 | loss: 0.0313438 | val_loss: 0.0313445 | Time: 3578.05 ms [2020-11-25 22:07:19 main:581] : INFO : Epoch 1024 | loss: 0.0313414 | val_loss: 0.0313533 | Time: 3603.92 ms [2020-11-25 22:07:19 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313533 [2020-11-25 22:07:19 main:610] : INFO : Saving end state to config to file [2020-11-25 22:07:19 main:615] : INFO : Success, exiting.. 22:07:19 (16762): 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)