Task 3398294
| Name | ParityModified-1605453577-18754-7_3 |
| Workunit | 1496642 |
| Created | 23 Dec 2020, 16:04:50 UTC |
| Sent | 23 Dec 2020, 16:18:28 UTC |
| Report deadline | 30 Dec 2020, 16:18:28 UTC |
| Received | 23 Dec 2020, 19:33:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 49 min 40 sec |
| CPU time | 49 min 35 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,461.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 48.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 510 | loss: 0.0311371 | val_loss: 0.0311536 | Time: 2903.15 ms [2020-12-23 11:04:54 main:581] : INFO : Epoch 511 | loss: 0.0311361 | val_loss: 0.0311583 | Time: 2939.71 ms [2020-12-23 11:04:57 main:581] : INFO : Epoch 512 | loss: 0.0311361 | val_loss: 0.0311552 | Time: 2913.04 ms [2020-12-23 11:05:00 main:581] : INFO : Epoch 513 | loss: 0.0311358 | val_loss: 0.0311551 | Time: 2931.67 ms [2020-12-23 11:05:03 main:581] : INFO : Epoch 514 | loss: 0.0311342 | val_loss: 0.0311577 | Time: 2913.65 ms [2020-12-23 11:05:06 main:581] : INFO : Epoch 515 | loss: 0.0311396 | val_loss: 0.0311508 | Time: 2913.89 ms [2020-12-23 11:05:09 main:581] : INFO : Epoch 516 | loss: 0.0311398 | val_loss: 0.0311505 | Time: 2910.61 ms [2020-12-23 11:05:12 main:581] : INFO : Epoch 517 | loss: 0.0311364 | val_loss: 0.0311508 | Time: 2903.43 ms [2020-12-23 11:05:15 main:581] : INFO : Epoch 518 | loss: 0.0311358 | val_loss: 0.0311535 | Time: 2916.17 ms [2020-12-23 11:05:18 main:581] : INFO : Epoch 519 | loss: 0.0311355 | val_loss: 0.0311526 | Time: 2908.15 ms [2020-12-23 11:05:21 main:581] : INFO : Epoch 520 | loss: 0.0311362 | val_loss: 0.0311514 | Time: 2906.35 ms [2020-12-23 11:05:24 main:581] : INFO : Epoch 521 | loss: 0.0311379 | val_loss: 0.0311514 | Time: 2927.08 ms [2020-12-23 11:05:26 main:581] : INFO : Epoch 522 | loss: 0.0311369 | val_loss: 0.0311544 | Time: 2902.9 ms [2020-12-23 11:05:29 main:581] : INFO : Epoch 523 | loss: 0.0311343 | val_loss: 0.0311513 | Time: 2913.95 ms [2020-12-23 11:05:32 main:581] : INFO : Epoch 524 | loss: 0.0311337 | val_loss: 0.0311536 | Time: 2909.39 ms [2020-12-23 11:05:35 main:581] : INFO : Epoch 525 | loss: 0.0311337 | val_loss: 0.0311519 | Time: 2918.56 ms [2020-12-23 11:05:38 main:581] : INFO : Epoch 526 | loss: 0.0311335 | val_loss: 0.031154 | Time: 2915.47 ms [2020-12-23 11:05:41 main:581] : INFO : Epoch 527 | loss: 0.0311324 | val_loss: 0.0311519 | Time: 2904.09 ms [2020-12-23 11:05:44 main:581] : INFO : Epoch 528 | loss: 0.0311307 | val_loss: 0.0311537 | Time: 2909.56 ms [2020-12-23 11:05:47 main:581] : INFO : Epoch 529 | loss: 0.0311339 | val_loss: 0.0311626 | Time: 2914.83 ms [2020-12-23 11:05:50 main:581] : INFO : Epoch 530 | loss: 0.0311369 | val_loss: 0.0311567 | Time: 2907.64 ms [2020-12-23 11:05:53 main:581] : INFO : Epoch 531 | loss: 0.0311374 | val_loss: 0.0311597 | Time: 2910.95 ms [2020-12-23 11:05:56 main:581] : INFO : Epoch 532 | loss: 0.0311353 | val_loss: 0.0311514 | Time: 2933.6 ms [2020-12-23 11:05:59 main:581] : INFO : Epoch 533 | loss: 0.0311295 | val_loss: 0.0311536 | Time: 2914.24 ms [2020-12-23 11:06:01 main:581] : INFO : Epoch 534 | loss: 0.0311307 | val_loss: 0.0311518 | Time: 2936.65 ms [2020-12-23 11:06:04 main:581] : INFO : Epoch 535 | loss: 0.0311348 | val_loss: 0.0311523 | Time: 2913.51 ms [2020-12-23 11:06:07 main:581] : INFO : Epoch 536 | loss: 0.0311364 | val_loss: 0.031149 | Time: 2914.94 ms [2020-12-23 11:06:10 main:581] : INFO : Epoch 537 | loss: 0.031132 | val_loss: 0.0311476 | Time: 2912.34 ms [2020-12-23 11:06:13 main:581] : INFO : Epoch 538 | loss: 0.0311317 | val_loss: 0.031151 | Time: 2904.01 ms [2020-12-23 11:06:16 main:581] : INFO : Epoch 539 | loss: 0.0311378 | val_loss: 0.0311521 | Time: 2919.82 ms [2020-12-23 11:06:19 main:581] : INFO : Epoch 540 | loss: 0.031141 | val_loss: 0.0311506 | Time: 2912.4 ms [2020-12-23 11:06:22 main:581] : INFO : Epoch 541 | loss: 0.0311372 | val_loss: 0.0311492 | Time: 2890.72 ms [2020-12-23 11:06:25 main:581] : INFO : Epoch 542 | loss: 0.0311357 | val_loss: 0.0311506 | Time: 2926.67 ms [2020-12-23 11:06:28 main:581] : INFO : Epoch 543 | loss: 0.031136 | val_loss: 0.0311519 | Time: 2919.49 ms [2020-12-23 11:06:31 main:581] : INFO : Epoch 544 | loss: 0.0311378 | val_loss: 0.0311575 | Time: 2879.64 ms [2020-12-23 11:06:33 main:581] : INFO : Epoch 545 | loss: 0.0311378 | val_loss: 0.0311502 | Time: 2886.42 ms [2020-12-23 11:06:36 main:581] : INFO : Epoch 546 | loss: 0.0311332 | val_loss: 0.0311516 | Time: 2907.35 ms [2020-12-23 11:06:39 main:581] : INFO : Epoch 547 | loss: 0.0311326 | val_loss: 0.0311528 | Time: 2909.73 ms [2020-12-23 11:06:42 main:581] : INFO : Epoch 548 | loss: 0.0311332 | val_loss: 0.0311518 | Time: 2913.71 ms [2020-12-23 11:06:45 main:581] : INFO : Epoch 549 | loss: 0.0311323 | val_loss: 0.0311496 | Time: 2909.42 ms [2020-12-23 11:06:48 main:581] : INFO : Epoch 550 | loss: 0.0311322 | val_loss: 0.0311484 | Time: 2908.62 ms [2020-12-23 11:06:51 main:581] : INFO : Epoch 551 | loss: 0.0311345 | val_loss: 0.0311535 | Time: 2909.51 ms [2020-12-23 11:06:54 main:581] : INFO : Epoch 552 | loss: 0.0311355 | val_loss: 0.0311542 | Time: 2912.81 ms [2020-12-23 11:06:57 main:581] : INFO : Epoch 553 | loss: 0.0311355 | val_loss: 0.0311541 | Time: 2905.44 ms [2020-12-23 11:07:00 main:581] : INFO : Epoch 554 | loss: 0.0311349 | val_loss: 0.0311544 | Time: 2907.43 ms [2020-12-23 11:07:03 main:581] : INFO : Epoch 555 | loss: 0.0311367 | val_loss: 0.0311553 | Time: 2904.05 ms [2020-12-23 11:07:05 main:581] : INFO : Epoch 556 | loss: 0.0311365 | val_loss: 0.0311585 | Time: 2899.78 ms [2020-12-23 11:07:08 main:581] : INFO : Epoch 557 | loss: 0.0311391 | val_loss: 0.0311589 | Time: 2907.95 ms [2020-12-23 11:07:11 main:581] : INFO : Epoch 558 | loss: 0.0311384 | val_loss: 0.0311541 | Time: 2910.25 ms [2020-12-23 11:07:14 main:581] : INFO : Epoch 559 | loss: 0.0311368 | val_loss: 0.0311564 | Time: 2901.58 ms [2020-12-23 11:07:17 main:581] : INFO : Epoch 560 | loss: 0.0311343 | val_loss: 0.0311589 | Time: 2913.36 ms [2020-12-23 11:07:20 main:581] : INFO : Epoch 561 | loss: 0.031134 | val_loss: 0.0311544 | Time: 2905.91 ms [2020-12-23 11:07:23 main:581] : INFO : Epoch 562 | loss: 0.0311352 | val_loss: 0.0311596 | Time: 2908.07 ms [2020-12-23 11:07:26 main:581] : INFO : Epoch 563 | loss: 0.031134 | val_loss: 0.0311566 | Time: 2933.17 ms [2020-12-23 11:07:29 main:581] : INFO : Epoch 564 | loss: 0.0311309 | val_loss: 0.0311573 | Time: 2912.75 ms [2020-12-23 11:07:32 main:581] : INFO : Epoch 565 | loss: 0.0311343 | val_loss: 0.0311562 | Time: 2904.47 ms [2020-12-23 11:07:35 main:581] : INFO : Epoch 566 | loss: 0.0311335 | val_loss: 0.0311532 | Time: 2899.6 ms [2020-12-23 11:07:37 main:581] : INFO : Epoch 567 | loss: 0.0311334 | val_loss: 0.0311541 | Time: 2907.26 ms [2020-12-23 11:07:40 main:581] : INFO : Epoch 568 | loss: 0.0311364 | val_loss: 0.0311587 | Time: 2909.6 ms [2020-12-23 11:07:43 main:581] : INFO : Epoch 569 | loss: 0.0311346 | val_loss: 0.031161 | Time: 2913.27 ms [2020-12-23 11:07:46 main:581] : INFO : Epoch 570 | loss: 0.0311329 | val_loss: 0.0311599 | Time: 2885.95 ms [2020-12-23 11:07:49 main:581] : INFO : Epoch 571 | loss: 0.0311336 | val_loss: 0.0311574 | Time: 2898.54 ms [2020-12-23 11:07:52 main:581] : INFO : Epoch 572 | loss: 0.0311306 | val_loss: 0.0311598 | Time: 2901.8 ms [2020-12-23 11:07:55 main:581] : INFO : Epoch 573 | loss: 0.0311302 | val_loss: 0.0311579 | Time: 2934.01 ms [2020-12-23 11:07:58 main:581] : INFO : Epoch 574 | loss: 0.0311298 | val_loss: 0.0311564 | Time: 2913.79 ms [2020-12-23 11:08:01 main:581] : INFO : Epoch 575 | loss: 0.0311296 | val_loss: 0.031154 | Time: 2934.96 ms [2020-12-23 11:08:04 main:581] : INFO : Epoch 576 | loss: 0.0311318 | val_loss: 0.0311567 | Time: 2909.35 ms [2020-12-23 11:08:07 main:581] : INFO : Epoch 577 | loss: 0.0311328 | val_loss: 0.0311564 | Time: 2908.78 ms [2020-12-23 11:08:09 main:581] : INFO : Epoch 578 | loss: 0.0311308 | val_loss: 0.0311563 | Time: 2917.89 ms [2020-12-23 11:08:12 main:581] : INFO : Epoch 579 | loss: 0.0311322 | val_loss: 0.0311582 | Time: 2911.03 ms [2020-12-23 11:08:15 main:581] : INFO : Epoch 580 | loss: 0.0311328 | val_loss: 0.0311537 | Time: 2905.44 ms [2020-12-23 11:08:18 main:581] : INFO : Epoch 581 | loss: 0.0311344 | val_loss: 0.0311517 | Time: 2903.58 ms [2020-12-23 11:08:21 main:581] : INFO : Epoch 582 | loss: 0.0311361 | val_loss: 0.0311658 | Time: 2899.99 ms [2020-12-23 11:08:24 main:581] : INFO : Epoch 583 | loss: 0.0311405 | val_loss: 0.0311594 | Time: 2929.74 ms [2020-12-23 11:08:27 main:581] : INFO : Epoch 584 | loss: 0.0311393 | val_loss: 0.0311572 | Time: 2905.28 ms [2020-12-23 11:08:30 main:581] : INFO : Epoch 585 | loss: 0.0311426 | val_loss: 0.0311535 | Time: 2910.64 ms [2020-12-23 11:08:33 main:581] : INFO : Epoch 586 | loss: 0.0311415 | val_loss: 0.0311546 | Time: 2910.03 ms [2020-12-23 11:08:36 main:581] : INFO : Epoch 587 | loss: 0.0311459 | val_loss: 0.0311608 | Time: 2913.81 ms [2020-12-23 11:08:39 main:581] : INFO : Epoch 588 | loss: 0.0311518 | val_loss: 0.0311749 | Time: 2906.24 ms [2020-12-23 11:08:41 main:581] : INFO : Epoch 589 | loss: 0.0311586 | val_loss: 0.0311709 | Time: 2904.22 ms [2020-12-23 11:08:44 main:581] : INFO : Epoch 590 | loss: 0.031159 | val_loss: 0.0311712 | Time: 2913.61 ms [2020-12-23 11:08:47 main:581] : INFO : Epoch 591 | loss: 0.0311604 | val_loss: 0.0311734 | Time: 2905.8 ms [2020-12-23 11:08:50 main:581] : INFO : Epoch 592 | loss: 0.0311567 | val_loss: 0.0311717 | Time: 2901.95 ms [2020-12-23 11:08:53 main:581] : INFO : Epoch 593 | loss: 0.0311584 | val_loss: 0.0311695 | Time: 2908.81 ms [2020-12-23 11:08:56 main:581] : INFO : Epoch 594 | loss: 0.0311596 | val_loss: 0.0311749 | Time: 2931.57 ms [2020-12-23 11:08:59 main:581] : INFO : Epoch 595 | loss: 0.0311594 | val_loss: 0.0311826 | Time: 2909.67 ms [2020-12-23 11:09:02 main:581] : INFO : Epoch 596 | loss: 0.0311618 | val_loss: 0.031169 | Time: 2933.53 ms [2020-12-23 11:09:05 main:581] : INFO : Epoch 597 | loss: 0.0311578 | val_loss: 0.0311711 | Time: 2913.86 ms [2020-12-23 11:09:08 main:581] : INFO : Epoch 598 | loss: 0.031154 | val_loss: 0.0311638 | Time: 2910.13 ms [2020-12-23 11:09:11 main:581] : INFO : Epoch 599 | loss: 0.0311554 | val_loss: 0.0311708 | Time: 2914.35 ms [2020-12-23 11:09:14 main:581] : INFO : Epoch 600 | loss: 0.0311588 | val_loss: 0.0311629 | Time: 2910.31 ms [2020-12-23 11:09:16 main:581] : INFO : Epoch 601 | loss: 0.0311555 | val_loss: 0.0311611 | Time: 2890.4 ms [2020-12-23 11:09:19 main:581] : INFO : Epoch 602 | loss: 0.0311537 | val_loss: 0.0311571 | Time: 2921.5 ms [2020-12-23 11:09:22 main:581] : INFO : Epoch 603 | loss: 0.031155 | val_loss: 0.0311559 | Time: 2914.18 ms [2020-12-23 11:09:25 main:581] : INFO : Epoch 604 | loss: 0.0311565 | val_loss: 0.0311582 | Time: 2932.67 ms [2020-12-23 11:09:28 main:581] : INFO : Epoch 605 | loss: 0.0311519 | val_loss: 0.0311547 | Time: 2904.26 ms [2020-12-23 11:09:31 main:581] : INFO : Epoch 606 | loss: 0.0311507 | val_loss: 0.0311576 | Time: 2909.3 ms [2020-12-23 11:09:34 main:581] : INFO : Epoch 607 | loss: 0.0311491 | val_loss: 0.0311571 | Time: 2900.21 ms [2020-12-23 11:09:37 main:581] : INFO : Epoch 608 | loss: 0.0311477 | val_loss: 0.0311575 | Time: 2902.18 ms [2020-12-23 11:09:40 main:581] : INFO : Epoch 609 | loss: 0.0311464 | val_loss: 0.0311576 | Time: 2912.55 ms [2020-12-23 11:09:43 main:581] : INFO : Epoch 610 | loss: 0.0311478 | val_loss: 0.0311551 | Time: 2910.35 ms [2020-12-23 11:09:46 main:581] : INFO : Epoch 611 | loss: 0.0311456 | val_loss: 0.0311562 | Time: 2905.35 ms [2020-12-23 11:09:48 main:581] : INFO : Epoch 612 | loss: 0.0311443 | val_loss: 0.0311557 | Time: 2913.18 ms [2020-12-23 11:09:51 main:581] : INFO : Epoch 613 | loss: 0.0311439 | val_loss: 0.0311567 | Time: 2916.72 ms [2020-12-23 11:09:54 main:581] : INFO : Epoch 614 | loss: 0.0311463 | val_loss: 0.0311553 | Time: 2932.58 ms [2020-12-23 11:09:57 main:581] : INFO : Epoch 615 | loss: 0.0311455 | val_loss: 0.031155 | Time: 2902.74 ms [2020-12-23 11:10:00 main:581] : INFO : Epoch 616 | loss: 0.031144 | val_loss: 0.0311558 | Time: 2932.16 ms [2020-12-23 11:10:03 main:581] : INFO : Epoch 617 | loss: 0.0311484 | val_loss: 0.0311606 | Time: 2900.02 ms [2020-12-23 11:10:06 main:581] : INFO : Epoch 618 | loss: 0.0311538 | val_loss: 0.0311644 | Time: 2904.34 ms [2020-12-23 11:10:09 main:581] : INFO : Epoch 619 | loss: 0.0311561 | val_loss: 0.0311567 | Time: 2892.03 ms [2020-12-23 11:10:12 main:581] : INFO : Epoch 620 | loss: 0.0311528 | val_loss: 0.0311559 | Time: 2898.38 ms [2020-12-23 11:10:15 main:581] : INFO : Epoch 621 | loss: 0.0311501 | val_loss: 0.0311552 | Time: 2905.54 ms [2020-12-23 11:10:18 main:581] : INFO : Epoch 622 | loss: 0.0311491 | val_loss: 0.0311537 | Time: 2904.3 ms [2020-12-23 11:10:20 main:581] : INFO : Epoch 623 | loss: 0.0311469 | val_loss: 0.0311545 | Time: 2909.48 ms [2020-12-23 11:10:23 main:581] : INFO : Epoch 624 | loss: 0.0311472 | val_loss: 0.0311545 | Time: 2912.94 ms [2020-12-23 11:10:26 main:581] : INFO : Epoch 625 | loss: 0.0311462 | val_loss: 0.0311538 | Time: 2932.64 ms [2020-12-23 11:10:29 main:581] : INFO : Epoch 626 | loss: 0.0311473 | val_loss: 0.0311587 | Time: 2911.63 ms [2020-12-23 11:10:32 main:581] : INFO : Epoch 627 | loss: 0.0311476 | val_loss: 0.0311533 | Time: 2913.13 ms [2020-12-23 11:10:35 main:581] : INFO : Epoch 628 | loss: 0.0311456 | val_loss: 0.0311517 | Time: 2914.6 ms [2020-12-23 11:10:38 main:581] : INFO : Epoch 629 | loss: 0.0311464 | val_loss: 0.031158 | Time: 2912.41 ms [2020-12-23 11:10:41 main:581] : INFO : Epoch 630 | loss: 0.0311465 | val_loss: 0.0311566 | Time: 2911.41 ms [2020-12-23 11:10:44 main:581] : INFO : Epoch 631 | loss: 0.031144 | val_loss: 0.0311536 | Time: 2911.51 ms [2020-12-23 11:10:47 main:581] : INFO : Epoch 632 | loss: 0.0311452 | val_loss: 0.0311532 | Time: 2908.15 ms [2020-12-23 11:10:50 main:581] : INFO : Epoch 633 | loss: 0.0311474 | val_loss: 0.031153 | Time: 2907.74 ms [2020-12-23 11:10:53 main:581] : INFO : Epoch 634 | loss: 0.031147 | val_loss: 0.0311564 | Time: 2909.82 ms [2020-12-23 11:10:55 main:581] : INFO : Epoch 635 | loss: 0.0311454 | val_loss: 0.0311533 | Time: 2939.09 ms [2020-12-23 11:10:58 main:581] : INFO : Epoch 636 | loss: 0.0311438 | val_loss: 0.0311556 | Time: 2914.88 ms [2020-12-23 11:11:01 main:581] : INFO : Epoch 637 | loss: 0.0311438 | val_loss: 0.0311536 | Time: 2933 ms [2020-12-23 11:11:04 main:581] : INFO : Epoch 638 | loss: 0.031146 | val_loss: 0.0311522 | Time: 2898.63 ms [2020-12-23 11:11:07 main:581] : INFO : Epoch 639 | loss: 0.0311458 | val_loss: 0.0311534 | Time: 2900.38 ms [2020-12-23 11:11:10 main:581] : INFO : Epoch 640 | loss: 0.0311448 | val_loss: 0.0311528 | Time: 2902.86 ms [2020-12-23 11:11:13 main:581] : INFO : Epoch 641 | loss: 0.0311446 | val_loss: 0.0311537 | Time: 2913.01 ms [2020-12-23 11:11:16 main:581] : INFO : Epoch 642 | loss: 0.0311472 | val_loss: 0.0311671 | Time: 2847.46 ms [2020-12-23 11:11:19 main:581] : INFO : Epoch 643 | loss: 0.0311487 | val_loss: 0.0311538 | Time: 2882.59 ms [2020-12-23 11:11:22 main:581] : INFO : Epoch 644 | loss: 0.0311436 | val_loss: 0.0311541 | Time: 2914.96 ms [2020-12-23 11:11:25 main:581] : INFO : Epoch 645 | loss: 0.0311445 | val_loss: 0.031161 | Time: 2939.31 ms [2020-12-23 11:11:27 main:581] : INFO : Epoch 646 | loss: 0.0311457 | val_loss: 0.031156 | Time: 2924.82 ms [2020-12-23 11:11:30 main:581] : INFO : Epoch 647 | loss: 0.0311434 | val_loss: 0.0311613 | Time: 2910.06 ms [2020-12-23 11:11:33 main:581] : INFO : Epoch 648 | loss: 0.0311447 | val_loss: 0.0311557 | Time: 2920.47 ms [2020-12-23 11:11:36 main:581] : INFO : Epoch 649 | loss: 0.0311447 | val_loss: 0.0311556 | Time: 2876.43 ms [2020-12-23 11:11:39 main:581] : INFO : Epoch 650 | loss: 0.031142 | val_loss: 0.0311578 | Time: 2904.86 ms [2020-12-23 11:11:42 main:581] : INFO : Epoch 651 | loss: 0.031143 | val_loss: 0.0311564 | Time: 2925.96 ms [2020-12-23 11:11:45 main:581] : INFO : Epoch 652 | loss: 0.0311452 | val_loss: 0.0311658 | Time: 2920.84 ms [2020-12-23 11:11:48 main:581] : INFO : Epoch 653 | loss: 0.0311488 | val_loss: 0.0311676 | Time: 2922.2 ms [2020-12-23 11:11:51 main:581] : INFO : Epoch 654 | loss: 0.0311474 | val_loss: 0.0311606 | Time: 2925.01 ms [2020-12-23 11:11:54 main:581] : INFO : Epoch 655 | loss: 0.0311494 | val_loss: 0.0311552 | Time: 2924.71 ms [2020-12-23 11:11:57 main:581] : INFO : Epoch 656 | loss: 0.0311429 | val_loss: 0.0311534 | Time: 2927.99 ms [2020-12-23 11:12:00 main:581] : INFO : Epoch 657 | loss: 0.0311413 | val_loss: 0.0311589 | Time: 2921.97 ms [2020-12-23 11:12:02 main:581] : INFO : Epoch 658 | loss: 0.0311445 | val_loss: 0.0311567 | Time: 2862.29 ms [2020-12-23 11:12:05 main:581] : INFO : Epoch 659 | loss: 0.0311432 | val_loss: 0.0311563 | Time: 2917.61 ms [2020-12-23 11:12:08 main:581] : INFO : Epoch 660 | loss: 0.0311438 | val_loss: 0.0311531 | Time: 2886.62 ms [2020-12-23 11:12:11 main:581] : INFO : Epoch 661 | loss: 0.0311427 | val_loss: 0.0311532 | Time: 2895.46 ms [2020-12-23 11:12:14 main:581] : INFO : Epoch 662 | loss: 0.0311431 | val_loss: 0.031159 | Time: 2886.02 ms [2020-12-23 11:12:17 main:581] : INFO : Epoch 663 | loss: 0.031147 | val_loss: 0.0311683 | Time: 2917.41 ms [2020-12-23 11:12:20 main:581] : INFO : Epoch 664 | loss: 0.0311473 | val_loss: 0.0311561 | Time: 2919.05 ms [2020-12-23 11:12:23 main:581] : INFO : Epoch 665 | loss: 0.0311419 | val_loss: 0.0311575 | Time: 2913.93 ms [2020-12-23 11:12:26 main:581] : INFO : Epoch 666 | loss: 0.0311436 | val_loss: 0.0311519 | Time: 2942.76 ms [2020-12-23 11:12:29 main:581] : INFO : Epoch 667 | loss: 0.0311414 | val_loss: 0.031155 | Time: 2926.19 ms [2020-12-23 11:12:32 main:581] : INFO : Epoch 668 | loss: 0.0311402 | val_loss: 0.0311562 | Time: 2916.19 ms [2020-12-23 11:12:34 main:581] : INFO : Epoch 669 | loss: 0.0311419 | val_loss: 0.0311549 | Time: 2903.05 ms [2020-12-23 11:12:37 main:581] : INFO : Epoch 670 | loss: 0.0311412 | val_loss: 0.031156 | Time: 2904.45 ms [2020-12-23 11:12:40 main:581] : INFO : Epoch 671 | loss: 0.0311413 | val_loss: 0.0311628 | Time: 2897.88 ms [2020-12-23 11:12:43 main:581] : INFO : Epoch 672 | loss: 0.0311414 | val_loss: 0.0311541 | Time: 2913.12 ms [2020-12-23 11:12:46 main:581] : INFO : Epoch 673 | loss: 0.0311413 | val_loss: 0.0311556 | Time: 2909.93 ms [2020-12-23 11:12:49 main:581] : INFO : Epoch 674 | loss: 0.0311385 | val_loss: 0.0311553 | Time: 2905.19 ms [2020-12-23 11:12:52 main:581] : INFO : Epoch 675 | loss: 0.0311414 | val_loss: 0.0311601 | Time: 2917.13 ms [2020-12-23 11:12:55 main:581] : INFO : Epoch 676 | loss: 0.0311432 | val_loss: 0.0311616 | Time: 2938.98 ms [2020-12-23 11:12:58 main:581] : INFO : Epoch 677 | loss: 0.0311391 | val_loss: 0.0311515 | Time: 2910.15 ms [2020-12-23 11:13:01 main:581] : INFO : Epoch 678 | loss: 0.0311381 | val_loss: 0.0311532 | Time: 2893.66 ms [2020-12-23 11:13:04 main:581] : INFO : Epoch 679 | loss: 0.031138 | val_loss: 0.0311585 | Time: 2887.83 ms [2020-12-23 11:13:06 main:581] : INFO : Epoch 680 | loss: 0.0311381 | val_loss: 0.0311536 | Time: 2897.99 ms [2020-12-23 11:13:09 main:581] : INFO : Epoch 681 | loss: 0.031138 | val_loss: 0.0311565 | Time: 2908.67 ms [2020-12-23 11:13:12 main:581] : INFO : Epoch 682 | loss: 0.0311382 | val_loss: 0.0311584 | Time: 2905.57 ms [2020-12-23 11:13:15 main:581] : INFO : Epoch 683 | loss: 0.0311401 | val_loss: 0.0311683 | Time: 2902.21 ms [2020-12-23 11:13:18 main:581] : INFO : Epoch 684 | loss: 0.0311444 | val_loss: 0.0311659 | Time: 2908.2 ms [2020-12-23 11:13:21 main:581] : INFO : Epoch 685 | loss: 0.0311436 | val_loss: 0.0311548 | Time: 2907.32 ms [2020-12-23 11:13:24 main:581] : INFO : Epoch 686 | loss: 0.0311424 | val_loss: 0.0311627 | Time: 2925.74 ms [2020-12-23 11:13:27 main:581] : INFO : Epoch 687 | loss: 0.0311446 | val_loss: 0.0311559 | Time: 2924.2 ms [2020-12-23 11:13:30 main:581] : INFO : Epoch 688 | loss: 0.0311449 | val_loss: 0.031153 | Time: 2921.65 ms [2020-12-23 11:13:33 main:581] : INFO : Epoch 689 | loss: 0.0311409 | val_loss: 0.0311533 | Time: 2914.42 ms [2020-12-23 11:13:36 main:581] : INFO : Epoch 690 | loss: 0.0311422 | val_loss: 0.0311553 | Time: 2924.16 ms [2020-12-23 11:13:38 main:581] : INFO : Epoch 691 | loss: 0.0311456 | val_loss: 0.0311586 | Time: 2915.21 ms [2020-12-23 11:13:41 main:581] : INFO : Epoch 692 | loss: 0.0311432 | val_loss: 0.0311549 | Time: 2910.23 ms [2020-12-23 11:13:44 main:581] : INFO : Epoch 693 | loss: 0.0311409 | val_loss: 0.0311528 | Time: 2919.08 ms [2020-12-23 11:13:47 main:581] : INFO : Epoch 694 | loss: 0.031145 | val_loss: 0.0311572 | Time: 2918.85 ms [2020-12-23 11:13:50 main:581] : INFO : Epoch 695 | loss: 0.0311425 | val_loss: 0.0311552 | Time: 2920.7 ms [2020-12-23 11:13:53 main:581] : INFO : Epoch 696 | loss: 0.0311409 | val_loss: 0.031164 | Time: 2917.56 ms [2020-12-23 11:13:56 main:581] : INFO : Epoch 697 | loss: 0.0311447 | val_loss: 0.0311509 | Time: 2930.27 ms [2020-12-23 11:13:59 main:581] : INFO : Epoch 698 | loss: 0.0311481 | val_loss: 0.0311515 | Time: 2910.72 ms [2020-12-23 11:14:02 main:581] : INFO : Epoch 699 | loss: 0.031142 | val_loss: 0.0311498 | Time: 2879.13 ms [2020-12-23 11:14:05 main:581] : INFO : Epoch 700 | loss: 0.0311394 | val_loss: 0.031153 | Time: 2895.45 ms [2020-12-23 11:14:08 main:581] : INFO : Epoch 701 | loss: 0.0311446 | val_loss: 0.0311553 | Time: 2911.61 ms [2020-12-23 11:14:10 main:581] : INFO : Epoch 702 | loss: 0.0311523 | val_loss: 0.0311588 | Time: 2893.38 ms [2020-12-23 11:14:13 main:581] : INFO : Epoch 703 | loss: 0.0311513 | val_loss: 0.0311552 | Time: 2898.94 ms [2020-12-23 11:14:16 main:581] : INFO : Epoch 704 | loss: 0.031149 | val_loss: 0.0311576 | Time: 2918.68 ms [2020-12-23 11:14:19 main:581] : INFO : Epoch 705 | loss: 0.0311461 | val_loss: 0.0311566 | Time: 2923.53 ms [2020-12-23 11:14:22 main:581] : INFO : Epoch 706 | loss: 0.0311435 | val_loss: 0.0311583 | Time: 2933.5 ms [2020-12-23 11:14:25 main:581] : INFO : Epoch 707 | loss: 0.0311402 | val_loss: 0.0311588 | Time: 2954.17 ms [2020-12-23 11:14:28 main:581] : INFO : Epoch 708 | loss: 0.0311395 | val_loss: 0.0311576 | Time: 2925.6 ms [2020-12-23 11:14:31 main:581] : INFO : Epoch 709 | loss: 0.03114 | val_loss: 0.0311651 | Time: 2930.99 ms [2020-12-23 11:14:34 main:581] : INFO : Epoch 710 | loss: 0.0311437 | val_loss: 0.0311699 | Time: 2929.05 ms [2020-12-23 11:14:37 main:581] : INFO : Epoch 711 | loss: 0.0311421 | val_loss: 0.0311617 | Time: 2920.91 ms [2020-12-23 11:14:40 main:581] : INFO : Epoch 712 | loss: 0.03114 | val_loss: 0.0311617 | Time: 2925.03 ms [2020-12-23 11:14:43 main:581] : INFO : Epoch 713 | loss: 0.0311384 | val_loss: 0.0311566 | Time: 2915.56 ms [2020-12-23 11:14:46 main:581] : INFO : Epoch 714 | loss: 0.031142 | val_loss: 0.0311738 | Time: 2907.28 ms [2020-12-23 11:14:48 main:581] : INFO : Epoch 715 | loss: 0.0311441 | val_loss: 0.0311624 | Time: 2912.2 ms [2020-12-23 11:14:51 main:581] : INFO : Epoch 716 | loss: 0.03114 | val_loss: 0.0311588 | Time: 2927.74 ms [2020-12-23 11:14:54 main:581] : INFO : Epoch 717 | loss: 0.0311372 | val_loss: 0.0311578 | Time: 2939.43 ms [2020-12-23 11:14:57 main:581] : INFO : Epoch 718 | loss: 0.0311348 | val_loss: 0.0311602 | Time: 2926.74 ms [2020-12-23 11:15:00 main:581] : INFO : Epoch 719 | loss: 0.0311381 | val_loss: 0.0311659 | Time: 2946.99 ms [2020-12-23 11:15:03 main:581] : INFO : Epoch 720 | loss: 0.0311396 | val_loss: 0.0311576 | Time: 2922.04 ms [2020-12-23 11:15:06 main:581] : INFO : Epoch 721 | loss: 0.0311351 | val_loss: 0.0311579 | Time: 2914.3 ms [2020-12-23 11:15:09 main:581] : INFO : Epoch 722 | loss: 0.0311339 | val_loss: 0.03116 | Time: 2910.88 ms [2020-12-23 11:15:12 main:581] : INFO : Epoch 723 | loss: 0.0311344 | val_loss: 0.0311581 | Time: 2912.46 ms [2020-12-23 11:15:15 main:581] : INFO : Epoch 724 | loss: 0.0311325 | val_loss: 0.0311604 | Time: 2902.68 ms [2020-12-23 11:15:18 main:581] : INFO : Epoch 725 | loss: 0.031133 | val_loss: 0.0311581 | Time: 2890.03 ms [2020-12-23 11:15:21 main:581] : INFO : Epoch 726 | loss: 0.0311339 | val_loss: 0.0311577 | Time: 2871.81 ms [2020-12-23 11:15:23 main:581] : INFO : Epoch 727 | loss: 0.031133 | val_loss: 0.0311707 | Time: 2869.14 ms [2020-12-23 11:15:26 main:581] : INFO : Epoch 728 | loss: 0.031137 | val_loss: 0.0311608 | Time: 2938.99 ms [2020-12-23 11:15:29 main:581] : INFO : Epoch 729 | loss: 0.0311352 | val_loss: 0.0311645 | Time: 2926.16 ms [2020-12-23 11:15:32 main:581] : INFO : Epoch 730 | loss: 0.0311331 | val_loss: 0.0311597 | Time: 2893.9 ms [2020-12-23 11:15:35 main:581] : INFO : Epoch 731 | loss: 0.0311356 | val_loss: 0.0311585 | Time: 2912.48 ms [2020-12-23 11:15:38 main:581] : INFO : Epoch 732 | loss: 0.0311351 | val_loss: 0.0311636 | Time: 2899.01 ms [2020-12-23 11:15:41 main:581] : INFO : Epoch 733 | loss: 0.0311379 | val_loss: 0.0311614 | Time: 2898.71 ms [2020-12-23 11:15:44 main:581] : INFO : Epoch 734 | loss: 0.0311362 | val_loss: 0.0311589 | Time: 2920.55 ms [2020-12-23 11:15:47 main:581] : INFO : Epoch 735 | loss: 0.0311347 | val_loss: 0.0311633 | Time: 2924.88 ms [2020-12-23 11:15:50 main:581] : INFO : Epoch 736 | loss: 0.0311344 | val_loss: 0.0311619 | Time: 2913.69 ms [2020-12-23 11:15:53 main:581] : INFO : Epoch 737 | loss: 0.0311345 | val_loss: 0.0311576 | Time: 2926.42 ms [2020-12-23 11:15:56 main:581] : INFO : Epoch 738 | loss: 0.0311361 | val_loss: 0.0311605 | Time: 2945.92 ms [2020-12-23 11:15:58 main:581] : INFO : Epoch 739 | loss: 0.0311346 | val_loss: 0.031159 | Time: 2919.67 ms [2020-12-23 11:16:01 main:581] : INFO : Epoch 740 | loss: 0.0311358 | val_loss: 0.0311561 | Time: 2900.31 ms [2020-12-23 11:16:04 main:581] : INFO : Epoch 741 | loss: 0.0311358 | val_loss: 0.0311631 | Time: 2917.42 ms [2020-12-23 11:16:07 main:581] : INFO : Epoch 742 | loss: 0.0311366 | val_loss: 0.0311605 | Time: 2915.54 ms [2020-12-23 11:16:10 main:581] : INFO : Epoch 743 | loss: 0.0311393 | val_loss: 0.0311594 | Time: 2916.81 ms [2020-12-23 11:16:13 main:581] : INFO : Epoch 744 | loss: 0.0311343 | val_loss: 0.031157 | Time: 2917.78 ms [2020-12-23 11:16:16 main:581] : INFO : Epoch 745 | loss: 0.031135 | val_loss: 0.0311566 | Time: 2915.07 ms [2020-12-23 11:16:19 main:581] : INFO : Epoch 746 | loss: 0.0311371 | val_loss: 0.0311576 | Time: 2919 ms [2020-12-23 11:16:22 main:581] : INFO : Epoch 747 | loss: 0.0311346 | val_loss: 0.03116 | Time: 2924.24 ms [2020-12-23 11:16:25 main:581] : INFO : Epoch 748 | loss: 0.0311352 | val_loss: 0.0311604 | Time: 2941.55 ms [2020-12-23 11:16:28 main:581] : INFO : Epoch 749 | loss: 0.0311362 | val_loss: 0.0311542 | Time: 2921.49 ms [2020-12-23 11:16:31 main:581] : INFO : Epoch 750 | loss: 0.0311347 | val_loss: 0.0311632 | Time: 2924.4 ms [2020-12-23 11:16:33 main:581] : INFO : Epoch 751 | loss: 0.0311353 | val_loss: 0.031155 | Time: 2922.3 ms [2020-12-23 11:16:36 main:581] : INFO : Epoch 752 | loss: 0.031134 | val_loss: 0.0311557 | Time: 2885.91 ms [2020-12-23 11:16:39 main:581] : INFO : Epoch 753 | loss: 0.0311362 | val_loss: 0.0311574 | Time: 2906.48 ms [2020-12-23 11:16:42 main:581] : INFO : Epoch 754 | loss: 0.0311422 | val_loss: 0.0311694 | Time: 2873.52 ms [2020-12-23 11:16:45 main:581] : INFO : Epoch 755 | loss: 0.0311343 | val_loss: 0.0311566 | Time: 2890.13 ms [2020-12-23 11:16:48 main:581] : INFO : Epoch 756 | loss: 0.0311321 | val_loss: 0.0311625 | Time: 2922.77 ms [2020-12-23 11:16:51 main:581] : INFO : Epoch 757 | loss: 0.0311338 | val_loss: 0.0311568 | Time: 2919.57 ms [2020-12-23 11:16:54 main:581] : INFO : Epoch 758 | loss: 0.0311316 | val_loss: 0.0311558 | Time: 2939.36 ms [2020-12-23 11:16:57 main:581] : INFO : Epoch 759 | loss: 0.0311337 | val_loss: 0.0311652 | Time: 2932.94 ms [2020-12-23 11:17:00 main:581] : INFO : Epoch 760 | loss: 0.031136 | val_loss: 0.0311545 | Time: 2929.53 ms [2020-12-23 11:17:03 main:581] : INFO : Epoch 761 | loss: 0.0311344 | val_loss: 0.0311591 | Time: 2908.25 ms [2020-12-23 11:17:05 main:581] : INFO : Epoch 762 | loss: 0.0311327 | val_loss: 0.0311541 | Time: 2890.04 ms [2020-12-23 11:17:08 main:581] : INFO : Epoch 763 | loss: 0.031132 | val_loss: 0.0311528 | Time: 2878.53 ms [2020-12-23 11:17:11 main:581] : INFO : Epoch 764 | loss: 0.0311318 | val_loss: 0.0311561 | Time: 2899.16 ms [2020-12-23 11:17:14 main:581] : INFO : Epoch 765 | loss: 0.0311324 | val_loss: 0.0311541 | Time: 2918.42 ms [2020-12-23 11:17:17 main:581] : INFO : Epoch 766 | loss: 0.0311326 | val_loss: 0.0311543 | Time: 2917.36 ms [2020-12-23 11:17:20 main:581] : INFO : Epoch 767 | loss: 0.0311335 | val_loss: 0.0311554 | Time: 2929.07 ms [2020-12-23 11:17:23 main:581] : INFO : Epoch 768 | loss: 0.0311337 | val_loss: 0.031152 | Time: 2925.68 ms [2020-12-23 11:17:26 main:581] : INFO : Epoch 769 | loss: 0.0311329 | val_loss: 0.0311517 | Time: 2927.05 ms [2020-12-23 11:17:29 main:581] : INFO : Epoch 770 | loss: 0.0311315 | val_loss: 0.0311525 | Time: 2915 ms [2020-12-23 11:17:32 main:581] : INFO : Epoch 771 | loss: 0.0311337 | val_loss: 0.0311562 | Time: 2923.31 ms [2020-12-23 11:17:35 main:581] : INFO : Epoch 772 | loss: 0.0311345 | val_loss: 0.0311513 | Time: 2898.65 ms [2020-12-23 11:17:38 main:581] : INFO : Epoch 773 | loss: 0.0311343 | val_loss: 0.0311541 | Time: 2886.04 ms [2020-12-23 11:17:40 main:581] : INFO : Epoch 774 | loss: 0.0311336 | val_loss: 0.0311525 | Time: 2921.77 ms [2020-12-23 11:17:43 main:581] : INFO : Epoch 775 | loss: 0.0311377 | val_loss: 0.0311497 | Time: 2912.48 ms [2020-12-23 11:17:46 main:581] : INFO : Epoch 776 | loss: 0.0311345 | val_loss: 0.0311513 | Time: 2923.66 ms [2020-12-23 11:17:49 main:581] : INFO : Epoch 777 | loss: 0.0311335 | val_loss: 0.0311573 | Time: 2922.61 ms [2020-12-23 11:17:52 main:581] : INFO : Epoch 778 | loss: 0.0311392 | val_loss: 0.031155 | Time: 2931.1 ms [2020-12-23 11:17:55 main:581] : INFO : Epoch 779 | loss: 0.0311377 | val_loss: 0.0311554 | Time: 2938.19 ms [2020-12-23 11:17:58 main:581] : INFO : Epoch 780 | loss: 0.0311339 | val_loss: 0.0311509 | Time: 2908.57 ms [2020-12-23 11:18:01 main:581] : INFO : Epoch 781 | loss: 0.0311339 | val_loss: 0.0311518 | Time: 2955.9 ms [2020-12-23 11:18:04 main:581] : INFO : Epoch 782 | loss: 0.0311403 | val_loss: 0.0311625 | Time: 2926.43 ms [2020-12-23 11:18:07 main:581] : INFO : Epoch 783 | loss: 0.0311397 | val_loss: 0.0311536 | Time: 2923.25 ms [2020-12-23 11:18:10 main:581] : INFO : Epoch 784 | loss: 0.0311351 | val_loss: 0.0311507 | Time: 2915.99 ms [2020-12-23 11:18:13 main:581] : INFO : Epoch 785 | loss: 0.0311345 | val_loss: 0.0311581 | Time: 2919.76 ms [2020-12-23 11:18:16 main:581] : INFO : Epoch 786 | loss: 0.0311359 | val_loss: 0.0311577 | Time: 2921 ms [2020-12-23 11:18:18 main:581] : INFO : Epoch 787 | loss: 0.0311398 | val_loss: 0.031157 | Time: 2936.37 ms [2020-12-23 11:18:21 main:581] : INFO : Epoch 788 | loss: 0.0311329 | val_loss: 0.031155 | Time: 2935.6 ms [2020-12-23 11:18:24 main:581] : INFO : Epoch 789 | loss: 0.0311317 | val_loss: 0.0311577 | Time: 2948.48 ms [2020-12-23 11:18:27 main:581] : INFO : Epoch 790 | loss: 0.031134 | val_loss: 0.0311527 | Time: 2920.48 ms [2020-12-23 11:18:30 main:581] : INFO : Epoch 791 | loss: 0.0311326 | val_loss: 0.0311501 | Time: 2931.45 ms [2020-12-23 11:18:33 main:581] : INFO : Epoch 792 | loss: 0.0311319 | val_loss: 0.0311582 | Time: 2928.45 ms [2020-12-23 11:18:36 main:581] : INFO : Epoch 793 | loss: 0.0311321 | val_loss: 0.0311567 | Time: 2922.88 ms [2020-12-23 11:18:39 main:581] : INFO : Epoch 794 | loss: 0.0311298 | val_loss: 0.0311592 | Time: 2930.41 ms [2020-12-23 11:18:42 main:581] : INFO : Epoch 795 | loss: 0.0311323 | val_loss: 0.031156 | Time: 2888.86 ms [2020-12-23 11:18:45 main:581] : INFO : Epoch 796 | loss: 0.031141 | val_loss: 0.0311547 | Time: 2876.61 ms [2020-12-23 11:18:48 main:581] : INFO : Epoch 797 | loss: 0.0311398 | val_loss: 0.0311547 | Time: 2893.33 ms [2020-12-23 11:18:51 main:581] : INFO : Epoch 798 | loss: 0.0311374 | val_loss: 0.0311567 | Time: 2897.12 ms [2020-12-23 11:18:53 main:581] : INFO : Epoch 799 | loss: 0.0311367 | val_loss: 0.0311587 | Time: 2913.87 ms [2020-12-23 11:18:56 main:581] : INFO : Epoch 800 | loss: 0.0311368 | val_loss: 0.0311598 | Time: 2924.9 ms [2020-12-23 11:18:59 main:581] : INFO : Epoch 801 | loss: 0.0311352 | val_loss: 0.0311571 | Time: 2926.94 ms [2020-12-23 11:19:02 main:581] : INFO : Epoch 802 | loss: 0.0311343 | val_loss: 0.031154 | Time: 2935.33 ms [2020-12-23 11:19:05 main:581] : INFO : Epoch 803 | loss: 0.0311337 | val_loss: 0.031156 | Time: 2915.2 ms [2020-12-23 11:19:08 main:581] : INFO : Epoch 804 | loss: 0.0311349 | val_loss: 0.0311572 | Time: 2918.93 ms [2020-12-23 11:19:11 main:581] : INFO : Epoch 805 | loss: 0.0311368 | val_loss: 0.031156 | Time: 2921.31 ms [2020-12-23 11:19:14 main:581] : INFO : Epoch 806 | loss: 0.0311389 | val_loss: 0.0311568 | Time: 2924.77 ms [2020-12-23 11:19:17 main:581] : INFO : Epoch 807 | loss: 0.031138 | val_loss: 0.0311569 | Time: 2917.54 ms [2020-12-23 11:19:20 main:581] : INFO : Epoch 808 | loss: 0.031138 | val_loss: 0.0311549 | Time: 2908.38 ms [2020-12-23 11:19:23 main:581] : INFO : Epoch 809 | loss: 0.0311352 | val_loss: 0.0311508 | Time: 2903.98 ms [2020-12-23 11:19:26 main:581] : INFO : Epoch 810 | loss: 0.0311338 | val_loss: 0.0311507 | Time: 2913.14 ms [2020-12-23 11:19:28 main:581] : INFO : Epoch 811 | loss: 0.0311348 | val_loss: 0.0311551 | Time: 2868.61 ms [2020-12-23 11:19:31 main:581] : INFO : Epoch 812 | loss: 0.0311328 | val_loss: 0.0311544 | Time: 2895.11 ms [2020-12-23 11:19:34 main:581] : INFO : Epoch 813 | loss: 0.0311333 | val_loss: 0.0311528 | Time: 2918.15 ms [2020-12-23 11:19:37 main:581] : INFO : Epoch 814 | loss: 0.0311348 | val_loss: 0.0311564 | Time: 2916.48 ms [2020-12-23 11:19:40 main:581] : INFO : Epoch 815 | loss: 0.0311321 | val_loss: 0.0311572 | Time: 2890.35 ms [2020-12-23 11:19:43 main:581] : INFO : Epoch 816 | loss: 0.0311323 | val_loss: 0.0311548 | Time: 2895.43 ms [2020-12-23 11:19:46 main:581] : INFO : Epoch 817 | loss: 0.0311311 | val_loss: 0.0311546 | Time: 2922.03 ms [2020-12-23 11:19:49 main:581] : INFO : Epoch 818 | loss: 0.031131 | val_loss: 0.0311558 | Time: 2917.16 ms [2020-12-23 11:19:52 main:581] : INFO : Epoch 819 | loss: 0.031132 | val_loss: 0.0311558 | Time: 2928.92 ms [2020-12-23 11:19:55 main:581] : INFO : Epoch 820 | loss: 0.0311335 | val_loss: 0.0311539 | Time: 2940.15 ms [2020-12-23 11:19:58 main:581] : INFO : Epoch 821 | loss: 0.0311321 | val_loss: 0.0311558 | Time: 2926.97 ms [2020-12-23 11:20:01 main:581] : INFO : Epoch 822 | loss: 0.0311314 | val_loss: 0.0311539 | Time: 2950.6 ms [2020-12-23 11:20:03 main:581] : INFO : Epoch 823 | loss: 0.0311298 | val_loss: 0.0311557 | Time: 2913.68 ms [2020-12-23 11:20:06 main:581] : INFO : Epoch 824 | loss: 0.0311286 | val_loss: 0.0311554 | Time: 2927.95 ms [2020-12-23 11:20:09 main:581] : INFO : Epoch 825 | loss: 0.0311344 | val_loss: 0.0311567 | Time: 2922.39 ms [2020-12-23 11:20:12 main:581] : INFO : Epoch 826 | loss: 0.0311296 | val_loss: 0.0311615 | Time: 2923.12 ms [2020-12-23 11:20:15 main:581] : INFO : Epoch 827 | loss: 0.0311294 | val_loss: 0.0311522 | Time: 2920.72 ms [2020-12-23 11:20:18 main:581] : INFO : Epoch 828 | loss: 0.0311329 | val_loss: 0.0311639 | Time: 2927.35 ms [2020-12-23 11:20:21 main:581] : INFO : Epoch 829 | loss: 0.0311345 | val_loss: 0.0311715 | Time: 2923.06 ms [2020-12-23 11:20:24 main:581] : INFO : Epoch 830 | loss: 0.0311315 | val_loss: 0.0311534 | Time: 2935.52 ms [2020-12-23 11:20:27 main:581] : INFO : Epoch 831 | loss: 0.0311278 | val_loss: 0.0311575 | Time: 2875.91 ms [2020-12-23 11:20:30 main:581] : INFO : Epoch 832 | loss: 0.0311278 | val_loss: 0.0311551 | Time: 2878.96 ms [2020-12-23 11:20:33 main:581] : INFO : Epoch 833 | loss: 0.0311288 | val_loss: 0.0311564 | Time: 2902.32 ms [2020-12-23 11:20:36 main:581] : INFO : Epoch 834 | loss: 0.0311273 | val_loss: 0.0311603 | Time: 2929.93 ms [2020-12-23 11:20:38 main:581] : INFO : Epoch 835 | loss: 0.0311382 | val_loss: 0.0311571 | Time: 2914.37 ms [2020-12-23 11:20:41 main:581] : INFO : Epoch 836 | loss: 0.0311423 | val_loss: 0.0311782 | Time: 2913.29 ms [2020-12-23 11:20:44 main:581] : INFO : Epoch 837 | loss: 0.0311385 | val_loss: 0.0311569 | Time: 2926.88 ms [2020-12-23 11:20:47 main:581] : INFO : Epoch 838 | loss: 0.0311316 | val_loss: 0.0311558 | Time: 2896.51 ms [2020-12-23 11:20:50 main:581] : INFO : Epoch 839 | loss: 0.0311346 | val_loss: 0.0311541 | Time: 2902.16 ms [2020-12-23 11:20:53 main:581] : INFO : Epoch 840 | loss: 0.0311359 | val_loss: 0.0311549 | Time: 2925.87 ms [2020-12-23 11:20:56 main:581] : INFO : Epoch 841 | loss: 0.0311351 | val_loss: 0.0311548 | Time: 2942.47 ms [2020-12-23 11:20:59 main:581] : INFO : Epoch 842 | loss: 0.0311317 | val_loss: 0.0311525 | Time: 2920.06 ms [2020-12-23 11:21:02 main:581] : INFO : Epoch 843 | loss: 0.0311327 | val_loss: 0.0311591 | Time: 2919.85 ms [2020-12-23 11:21:05 main:581] : INFO : Epoch 844 | loss: 0.0311333 | val_loss: 0.0311535 | Time: 2911.87 ms [2020-12-23 11:21:08 main:581] : INFO : Epoch 845 | loss: 0.0311304 | val_loss: 0.0311559 | Time: 2920.25 ms [2020-12-23 11:21:11 main:581] : INFO : Epoch 846 | loss: 0.0311309 | val_loss: 0.0311541 | Time: 2917.72 ms [2020-12-23 11:21:13 main:581] : INFO : Epoch 847 | loss: 0.0311308 | val_loss: 0.0311717 | Time: 2923.46 ms [2020-12-23 11:21:16 main:581] : INFO : Epoch 848 | loss: 0.031137 | val_loss: 0.0311529 | Time: 2927.41 ms [2020-12-23 11:21:19 main:581] : INFO : Epoch 849 | loss: 0.0311319 | val_loss: 0.0311607 | Time: 2924.2 ms [2020-12-23 11:21:22 main:581] : INFO : Epoch 850 | loss: 0.0311314 | val_loss: 0.0311538 | Time: 2919.45 ms [2020-12-23 11:21:25 main:581] : INFO : Epoch 851 | loss: 0.0311295 | val_loss: 0.0311563 | Time: 2897.97 ms [2020-12-23 11:21:28 main:581] : INFO : Epoch 852 | loss: 0.03113 | val_loss: 0.0311538 | Time: 2874.12 ms [2020-12-23 11:21:31 main:581] : INFO : Epoch 853 | loss: 0.0311336 | val_loss: 0.0311521 | Time: 2872.39 ms [2020-12-23 11:21:34 main:581] : INFO : Epoch 854 | loss: 0.0311338 | val_loss: 0.0311523 | Time: 2903.4 ms [2020-12-23 11:21:37 main:581] : INFO : Epoch 855 | loss: 0.0311319 | val_loss: 0.0311486 | Time: 2922.39 ms [2020-12-23 11:21:40 main:581] : INFO : Epoch 856 | loss: 0.0311325 | val_loss: 0.0311518 | Time: 2914.78 ms [2020-12-23 11:21:43 main:581] : INFO : Epoch 857 | loss: 0.0311325 | val_loss: 0.0311577 | Time: 2915.58 ms [2020-12-23 11:21:45 main:581] : INFO : Epoch 858 | loss: 0.0311333 | val_loss: 0.0311531 | Time: 2898.96 ms [2020-12-23 11:21:48 main:581] : INFO : Epoch 859 | loss: 0.031134 | val_loss: 0.0311573 | Time: 2916.49 ms [2020-12-23 11:21:51 main:581] : INFO : Epoch 860 | loss: 0.0311314 | val_loss: 0.0311554 | Time: 2921.53 ms [2020-12-23 11:21:54 main:581] : INFO : Epoch 861 | loss: 0.0311294 | val_loss: 0.0311557 | Time: 2941.43 ms [2020-12-23 11:21:57 main:581] : INFO : Epoch 862 | loss: 0.031133 | val_loss: 0.0311508 | Time: 2898.69 ms [2020-12-23 11:22:00 main:581] : INFO : Epoch 863 | loss: 0.0311284 | val_loss: 0.0311491 | Time: 2950.47 ms [2020-12-23 11:22:03 main:581] : INFO : Epoch 864 | loss: 0.0311281 | val_loss: 0.031154 | Time: 2904.09 ms [2020-12-23 11:22:06 main:581] : INFO : Epoch 865 | loss: 0.0311276 | val_loss: 0.0311561 | Time: 2903.41 ms [2020-12-23 11:22:09 main:581] : INFO : Epoch 866 | loss: 0.0311276 | val_loss: 0.0311579 | Time: 2913.82 ms [2020-12-23 11:22:12 main:581] : INFO : Epoch 867 | loss: 0.0311318 | val_loss: 0.0311585 | Time: 2897 ms [2020-12-23 11:22:15 main:581] : INFO : Epoch 868 | loss: 0.0311322 | val_loss: 0.0311574 | Time: 2925.45 ms [2020-12-23 11:22:18 main:581] : INFO : Epoch 869 | loss: 0.0311323 | val_loss: 0.0311531 | Time: 2923.73 ms [2020-12-23 11:22:20 main:581] : INFO : Epoch 870 | loss: 0.0311307 | val_loss: 0.0311612 | Time: 2913.48 ms [2020-12-23 11:22:23 main:581] : INFO : Epoch 871 | loss: 0.0311318 | val_loss: 0.0311522 | Time: 2914.15 ms [2020-12-23 11:22:26 main:581] : INFO : Epoch 872 | loss: 0.031128 | val_loss: 0.0311588 | Time: 2945.83 ms [2020-12-23 11:22:29 main:581] : INFO : Epoch 873 | loss: 0.0311274 | val_loss: 0.0311529 | Time: 2922.22 ms [2020-12-23 11:22:32 main:581] : INFO : Epoch 874 | loss: 0.031127 | val_loss: 0.0311532 | Time: 2924.24 ms [2020-12-23 11:22:35 main:581] : INFO : Epoch 875 | loss: 0.0311311 | val_loss: 0.0311533 | Time: 2876.47 ms [2020-12-23 11:22:38 main:581] : INFO : Epoch 876 | loss: 0.0311287 | val_loss: 0.0311516 | Time: 2926.49 ms [2020-12-23 11:22:41 main:581] : INFO : Epoch 877 | loss: 0.0311309 | val_loss: 0.0311564 | Time: 2902.6 ms [2020-12-23 11:22:44 main:581] : INFO : Epoch 878 | loss: 0.031132 | val_loss: 0.0311536 | Time: 2897.86 ms [2020-12-23 11:22:47 main:581] : INFO : Epoch 879 | loss: 0.0311331 | val_loss: 0.0311557 | Time: 2901.27 ms [2020-12-23 11:22:50 main:581] : INFO : Epoch 880 | loss: 0.031134 | val_loss: 0.0311524 | Time: 2904.16 ms [2020-12-23 11:22:53 main:581] : INFO : Epoch 881 | loss: 0.0311396 | val_loss: 0.0311526 | Time: 2914.79 ms [2020-12-23 11:22:55 main:581] : INFO : Epoch 882 | loss: 0.0311357 | val_loss: 0.0311544 | Time: 2951.12 ms [2020-12-23 11:22:58 main:581] : INFO : Epoch 883 | loss: 0.031136 | val_loss: 0.0311517 | Time: 2921.31 ms [2020-12-23 11:23:01 main:581] : INFO : Epoch 884 | loss: 0.0311344 | val_loss: 0.0311528 | Time: 2945.34 ms [2020-12-23 11:23:04 main:581] : INFO : Epoch 885 | loss: 0.0311359 | val_loss: 0.0311535 | Time: 2923.59 ms [2020-12-23 11:23:07 main:581] : INFO : Epoch 886 | loss: 0.0311328 | val_loss: 0.0311542 | Time: 2933.96 ms [2020-12-23 11:23:10 main:581] : INFO : Epoch 887 | loss: 0.0311355 | val_loss: 0.0311527 | Time: 2930.31 ms [2020-12-23 11:23:13 main:581] : INFO : Epoch 888 | loss: 0.0311319 | val_loss: 0.0311566 | Time: 2929.72 ms [2020-12-23 11:23:16 main:581] : INFO : Epoch 889 | loss: 0.0311298 | val_loss: 0.031151 | Time: 2927.05 ms [2020-12-23 11:23:19 main:581] : INFO : Epoch 890 | loss: 0.0311296 | val_loss: 0.0311511 | Time: 2930.73 ms [2020-12-23 11:23:22 main:581] : INFO : Epoch 891 | loss: 0.0311285 | val_loss: 0.0311562 | Time: 2919.27 ms [2020-12-23 11:23:25 main:581] : INFO : Epoch 892 | loss: 0.0311298 | val_loss: 0.0311534 | Time: 2947.09 ms [2020-12-23 11:23:28 main:581] : INFO : Epoch 893 | loss: 0.0311333 | val_loss: 0.0311547 | Time: 2926.26 ms [2020-12-23 11:23:31 main:581] : INFO : Epoch 894 | loss: 0.0311291 | val_loss: 0.031154 | Time: 2926.49 ms [2020-12-23 11:23:34 main:581] : INFO : Epoch 895 | loss: 0.0311282 | val_loss: 0.0311551 | Time: 2920.02 ms [2020-12-23 11:23:36 main:581] : INFO : Epoch 896 | loss: 0.0311284 | val_loss: 0.0311538 | Time: 2924.56 ms [2020-12-23 11:23:39 main:581] : INFO : Epoch 897 | loss: 0.031129 | val_loss: 0.0311524 | Time: 2921.12 ms [2020-12-23 11:23:42 main:581] : INFO : Epoch 898 | loss: 0.031133 | val_loss: 0.0311518 | Time: 2917.08 ms [2020-12-23 11:23:45 main:581] : INFO : Epoch 899 | loss: 0.0311333 | val_loss: 0.0311595 | Time: 2925.08 ms [2020-12-23 11:23:48 main:581] : INFO : Epoch 900 | loss: 0.0311312 | val_loss: 0.0311525 | Time: 2924.07 ms [2020-12-23 11:23:51 main:581] : INFO : Epoch 901 | loss: 0.0311314 | val_loss: 0.0311522 | Time: 2924.55 ms [2020-12-23 11:23:54 main:581] : INFO : Epoch 902 | loss: 0.0311317 | val_loss: 0.0311572 | Time: 2945.43 ms [2020-12-23 11:23:57 main:581] : INFO : Epoch 903 | loss: 0.0311334 | val_loss: 0.0311546 | Time: 2865.24 ms [2020-12-23 11:24:00 main:581] : INFO : Epoch 904 | loss: 0.0311334 | val_loss: 0.0311504 | Time: 2927.09 ms [2020-12-23 11:24:03 main:581] : INFO : Epoch 905 | loss: 0.0311385 | val_loss: 0.0311703 | Time: 2933.82 ms [2020-12-23 11:24:06 main:581] : INFO : Epoch 906 | loss: 0.0311434 | val_loss: 0.0311567 | Time: 2926.14 ms [2020-12-23 11:24:09 main:581] : INFO : Epoch 907 | loss: 0.0311372 | val_loss: 0.0311558 | Time: 2912.19 ms [2020-12-23 11:24:12 main:581] : INFO : Epoch 908 | loss: 0.0311402 | val_loss: 0.0311493 | Time: 2933.21 ms [2020-12-23 11:24:14 main:581] : INFO : Epoch 909 | loss: 0.0311342 | val_loss: 0.0311532 | Time: 2915.05 ms [2020-12-23 11:24:17 main:581] : INFO : Epoch 910 | loss: 0.0311352 | val_loss: 0.0311512 | Time: 2928.93 ms [2020-12-23 11:24:20 main:581] : INFO : Epoch 911 | loss: 0.0311314 | val_loss: 0.031156 | Time: 2925.81 ms [2020-12-23 11:24:23 main:581] : INFO : Epoch 912 | loss: 0.0311321 | val_loss: 0.0311552 | Time: 2920.49 ms [2020-12-23 11:24:26 main:581] : INFO : Epoch 913 | loss: 0.0311326 | val_loss: 0.0311527 | Time: 2943.68 ms [2020-12-23 11:24:29 main:581] : INFO : Epoch 914 | loss: 0.0311298 | val_loss: 0.0311532 | Time: 2920.31 ms [2020-12-23 11:24:32 main:581] : INFO : Epoch 915 | loss: 0.0311296 | val_loss: 0.0311545 | Time: 2904.74 ms [2020-12-23 11:24:35 main:581] : INFO : Epoch 916 | loss: 0.0311323 | val_loss: 0.0311638 | Time: 2848.3 ms [2020-12-23 11:24:38 main:581] : INFO : Epoch 917 | loss: 0.0311349 | val_loss: 0.0311604 | Time: 2911.56 ms [2020-12-23 11:24:41 main:581] : INFO : Epoch 918 | loss: 0.0311353 | val_loss: 0.0311502 | Time: 2899.11 ms [2020-12-23 11:24:44 main:581] : INFO : Epoch 919 | loss: 0.0311313 | val_loss: 0.0311529 | Time: 2930.41 ms [2020-12-23 11:24:47 main:581] : INFO : Epoch 920 | loss: 0.0311307 | val_loss: 0.031153 | Time: 2930.11 ms [2020-12-23 11:24:49 main:581] : INFO : Epoch 921 | loss: 0.0311308 | val_loss: 0.0311489 | Time: 2927.98 ms [2020-12-23 11:24:52 main:581] : INFO : Epoch 922 | loss: 0.0311332 | val_loss: 0.0311514 | Time: 2917.03 ms [2020-12-23 11:24:55 main:581] : INFO : Epoch 923 | loss: 0.031136 | val_loss: 0.031153 | Time: 2939.79 ms [2020-12-23 11:24:58 main:581] : INFO : Epoch 924 | loss: 0.0311327 | val_loss: 0.0311562 | Time: 2917.13 ms [2020-12-23 11:25:01 main:581] : INFO : Epoch 925 | loss: 0.0311371 | val_loss: 0.0311529 | Time: 2947.33 ms [2020-12-23 11:25:04 main:581] : INFO : Epoch 926 | loss: 0.0311382 | val_loss: 0.0311592 | Time: 2925.88 ms [2020-12-23 11:25:07 main:581] : INFO : Epoch 927 | loss: 0.0311427 | val_loss: 0.0311491 | Time: 2921.71 ms [2020-12-23 11:25:10 main:581] : INFO : Epoch 928 | loss: 0.0311431 | val_loss: 0.0311496 | Time: 2930.49 ms [2020-12-23 11:25:13 main:581] : INFO : Epoch 929 | loss: 0.0311373 | val_loss: 0.0311498 | Time: 2921.87 ms [2020-12-23 11:25:16 main:581] : INFO : Epoch 930 | loss: 0.0311332 | val_loss: 0.0311518 | Time: 2916.42 ms [2020-12-23 11:25:19 main:581] : INFO : Epoch 931 | loss: 0.031133 | val_loss: 0.0311524 | Time: 2892.14 ms [2020-12-23 11:25:22 main:581] : INFO : Epoch 932 | loss: 0.031132 | val_loss: 0.0311492 | Time: 2937.11 ms [2020-12-23 11:25:25 main:581] : INFO : Epoch 933 | loss: 0.0311327 | val_loss: 0.0311493 | Time: 2940.58 ms [2020-12-23 11:25:27 main:581] : INFO : Epoch 934 | loss: 0.0311304 | val_loss: 0.031148 | Time: 2914.56 ms [2020-12-23 11:25:30 main:581] : INFO : Epoch 935 | loss: 0.0311322 | val_loss: 0.0311531 | Time: 2933.17 ms [2020-12-23 11:25:33 main:581] : INFO : Epoch 936 | loss: 0.0311322 | val_loss: 0.0311493 | Time: 2891.46 ms [2020-12-23 11:25:36 main:581] : INFO : Epoch 937 | loss: 0.0311353 | val_loss: 0.0311544 | Time: 2905.21 ms [2020-12-23 11:25:39 main:581] : INFO : Epoch 938 | loss: 0.0311342 | val_loss: 0.0311581 | Time: 2924.08 ms [2020-12-23 11:25:42 main:581] : INFO : Epoch 939 | loss: 0.0311349 | val_loss: 0.0311489 | Time: 2924.89 ms [2020-12-23 11:25:45 main:581] : INFO : Epoch 940 | loss: 0.0311312 | val_loss: 0.0311546 | Time: 2925.15 ms [2020-12-23 11:25:48 main:581] : INFO : Epoch 941 | loss: 0.0311322 | val_loss: 0.0311537 | Time: 2927.08 ms [2020-12-23 11:25:51 main:581] : INFO : Epoch 942 | loss: 0.0311305 | val_loss: 0.0311548 | Time: 2920.79 ms [2020-12-23 11:25:54 main:581] : INFO : Epoch 943 | loss: 0.0311326 | val_loss: 0.0311503 | Time: 2916.69 ms [2020-12-23 11:25:57 main:581] : INFO : Epoch 944 | loss: 0.0311271 | val_loss: 0.031157 | Time: 2922.36 ms [2020-12-23 11:26:00 main:581] : INFO : Epoch 945 | loss: 0.0311284 | val_loss: 0.031149 | Time: 2918.96 ms [2020-12-23 11:26:03 main:581] : INFO : Epoch 946 | loss: 0.0311297 | val_loss: 0.0311612 | Time: 2932.72 ms [2020-12-23 11:26:05 main:581] : INFO : Epoch 947 | loss: 0.0311274 | val_loss: 0.0311497 | Time: 2925.83 ms [2020-12-23 11:26:08 main:581] : INFO : Epoch 948 | loss: 0.0311284 | val_loss: 0.0311504 | Time: 2940.69 ms [2020-12-23 11:26:11 main:581] : INFO : Epoch 949 | loss: 0.03113 | val_loss: 0.0311483 | Time: 2939.83 ms [2020-12-23 11:26:14 main:581] : INFO : Epoch 950 | loss: 0.0311275 | val_loss: 0.0311494 | Time: 2937.5 ms [2020-12-23 11:26:17 main:581] : INFO : Epoch 951 | loss: 0.0311255 | val_loss: 0.0311518 | Time: 2894.84 ms [2020-12-23 11:26:20 main:581] : INFO : Epoch 952 | loss: 0.0311329 | val_loss: 0.0311507 | Time: 2875.51 ms [2020-12-23 11:26:23 main:581] : INFO : Epoch 953 | loss: 0.0311285 | val_loss: 0.0311475 | Time: 2909.12 ms [2020-12-23 11:26:26 main:581] : INFO : Epoch 954 | loss: 0.0311281 | val_loss: 0.031148 | Time: 2927.54 ms [2020-12-23 11:26:29 main:581] : INFO : Epoch 955 | loss: 0.0311291 | val_loss: 0.0311514 | Time: 2884.24 ms [2020-12-23 11:26:32 main:581] : INFO : Epoch 956 | loss: 0.0311325 | val_loss: 0.0311499 | Time: 2922.29 ms [2020-12-23 11:26:35 main:581] : INFO : Epoch 957 | loss: 0.0311483 | val_loss: 0.0311705 | Time: 2888.7 ms [2020-12-23 11:26:37 main:581] : INFO : Epoch 958 | loss: 0.0314149 | val_loss: 0.03234 | Time: 2891.62 ms [2020-12-23 11:26:40 main:581] : INFO : Epoch 959 | loss: 0.0317927 | val_loss: 0.0314592 | Time: 2909.21 ms [2020-12-23 11:26:43 main:581] : INFO : Epoch 960 | loss: 0.0314151 | val_loss: 0.0312648 | Time: 2913.2 ms [2020-12-23 11:26:46 main:581] : INFO : Epoch 961 | loss: 0.0312548 | val_loss: 0.0312078 | Time: 2927.79 ms [2020-12-23 11:26:49 main:581] : INFO : Epoch 962 | loss: 0.0311618 | val_loss: 0.0311582 | Time: 2882.44 ms [2020-12-23 11:26:52 main:581] : INFO : Epoch 963 | loss: 0.0311387 | val_loss: 0.0311485 | Time: 2914.92 ms [2020-12-23 11:26:55 main:581] : INFO : Epoch 964 | loss: 0.031134 | val_loss: 0.0311467 | Time: 2945.72 ms [2020-12-23 11:26:58 main:581] : INFO : Epoch 965 | loss: 0.0311361 | val_loss: 0.0311515 | Time: 2926.38 ms [2020-12-23 11:27:01 main:581] : INFO : Epoch 966 | loss: 0.0311332 | val_loss: 0.0311517 | Time: 2951.8 ms [2020-12-23 11:27:04 main:581] : INFO : Epoch 967 | loss: 0.0311302 | val_loss: 0.0311544 | Time: 2926.87 ms [2020-12-23 11:27:07 main:581] : INFO : Epoch 968 | loss: 0.0311333 | val_loss: 0.03116 | Time: 2936.13 ms [2020-12-23 11:27:10 main:581] : INFO : Epoch 969 | loss: 0.0311363 | val_loss: 0.0311604 | Time: 2941.11 ms [2020-12-23 11:27:13 main:581] : INFO : Epoch 970 | loss: 0.0311309 | val_loss: 0.0311527 | Time: 2928.17 ms [2020-12-23 11:27:16 main:581] : INFO : Epoch 971 | loss: 0.0311276 | val_loss: 0.0311511 | Time: 2925.09 ms [2020-12-23 11:27:18 main:581] : INFO : Epoch 972 | loss: 0.0311284 | val_loss: 0.0311501 | Time: 2911.02 ms [2020-12-23 11:27:21 main:581] : INFO : Epoch 973 | loss: 0.0311294 | val_loss: 0.0311501 | Time: 2935.22 ms [2020-12-23 11:27:24 main:581] : INFO : Epoch 974 | loss: 0.0311267 | val_loss: 0.0311509 | Time: 2916.62 ms [2020-12-23 11:27:27 main:581] : INFO : Epoch 975 | loss: 0.031126 | val_loss: 0.0311514 | Time: 2933 ms [2020-12-23 11:27:30 main:581] : INFO : Epoch 976 | loss: 0.0311257 | val_loss: 0.0311489 | Time: 2945.2 ms [2020-12-23 11:27:33 main:581] : INFO : Epoch 977 | loss: 0.031125 | val_loss: 0.0311513 | Time: 2939.04 ms [2020-12-23 11:27:36 main:581] : INFO : Epoch 978 | loss: 0.0311319 | val_loss: 0.0311536 | Time: 2940.26 ms [2020-12-23 11:27:39 main:581] : INFO : Epoch 979 | loss: 0.0311315 | val_loss: 0.0311517 | Time: 2934.05 ms [2020-12-23 11:27:42 main:581] : INFO : Epoch 980 | loss: 0.0311325 | val_loss: 0.0311561 | Time: 2938.77 ms [2020-12-23 11:27:45 main:581] : INFO : Epoch 981 | loss: 0.0311319 | val_loss: 0.0311544 | Time: 2926.01 ms [2020-12-23 11:27:48 main:581] : INFO : Epoch 982 | loss: 0.0311283 | val_loss: 0.0311482 | Time: 2913.94 ms [2020-12-23 11:27:51 main:581] : INFO : Epoch 983 | loss: 0.031128 | val_loss: 0.0311628 | Time: 2920.28 ms [2020-12-23 11:27:54 main:581] : INFO : Epoch 984 | loss: 0.0311316 | val_loss: 0.0311488 | Time: 2923.13 ms [2020-12-23 11:27:57 main:581] : INFO : Epoch 985 | loss: 0.0311359 | val_loss: 0.0311577 | Time: 2928.72 ms [2020-12-23 11:27:59 main:581] : INFO : Epoch 986 | loss: 0.0311323 | val_loss: 0.0311535 | Time: 2939.71 ms [2020-12-23 11:28:02 main:581] : INFO : Epoch 987 | loss: 0.031128 | val_loss: 0.0311495 | Time: 2912.37 ms [2020-12-23 11:28:05 main:581] : INFO : Epoch 988 | loss: 0.0311292 | val_loss: 0.0311516 | Time: 2932.52 ms [2020-12-23 11:28:08 main:581] : INFO : Epoch 989 | loss: 0.0311301 | val_loss: 0.0311541 | Time: 2941.22 ms [2020-12-23 11:28:11 main:581] : INFO : Epoch 990 | loss: 0.0311316 | val_loss: 0.0311508 | Time: 2934.68 ms [2020-12-23 11:28:14 main:581] : INFO : Epoch 991 | loss: 0.03113 | val_loss: 0.0311539 | Time: 2938.97 ms [2020-12-23 11:28:17 main:581] : INFO : Epoch 992 | loss: 0.0311311 | val_loss: 0.0311574 | Time: 2880.59 ms [2020-12-23 11:28:20 main:581] : INFO : Epoch 993 | loss: 0.031131 | val_loss: 0.0311519 | Time: 2902.24 ms [2020-12-23 11:28:23 main:581] : INFO : Epoch 994 | loss: 0.0311283 | val_loss: 0.0311514 | Time: 2906.85 ms [2020-12-23 11:28:26 main:581] : INFO : Epoch 995 | loss: 0.0311278 | val_loss: 0.0311585 | Time: 2939.31 ms [2020-12-23 11:28:29 main:581] : INFO : Epoch 996 | loss: 0.0311312 | val_loss: 0.0311539 | Time: 2935.68 ms [2020-12-23 11:28:32 main:581] : INFO : Epoch 997 | loss: 0.0311315 | val_loss: 0.0311547 | Time: 2931.89 ms [2020-12-23 11:28:35 main:581] : INFO : Epoch 998 | loss: 0.0311368 | val_loss: 0.0311588 | Time: 2895.93 ms [2020-12-23 11:28:37 main:581] : INFO : Epoch 999 | loss: 0.0311345 | val_loss: 0.0311495 | Time: 2881.86 ms [2020-12-23 11:28:40 main:581] : INFO : Epoch 1000 | loss: 0.031139 | val_loss: 0.0311592 | Time: 2904.36 ms [2020-12-23 11:28:43 main:581] : INFO : Epoch 1001 | loss: 0.0311437 | val_loss: 0.0311586 | Time: 2942.69 ms [2020-12-23 11:28:46 main:581] : INFO : Epoch 1002 | loss: 0.031133 | val_loss: 0.0311505 | Time: 2934.28 ms [2020-12-23 11:28:49 main:581] : INFO : Epoch 1003 | loss: 0.0311329 | val_loss: 0.0311514 | Time: 2940.09 ms [2020-12-23 11:28:52 main:581] : INFO : Epoch 1004 | loss: 0.0311361 | val_loss: 0.03115 | Time: 2914.71 ms [2020-12-23 11:28:55 main:581] : INFO : Epoch 1005 | loss: 0.0311351 | val_loss: 0.0311543 | Time: 2931.48 ms [2020-12-23 11:28:58 main:581] : INFO : Epoch 1006 | loss: 0.0311351 | val_loss: 0.031155 | Time: 2872.38 ms [2020-12-23 11:29:01 main:581] : INFO : Epoch 1007 | loss: 0.0311339 | val_loss: 0.0311627 | Time: 2930.48 ms [2020-12-23 11:29:04 main:581] : INFO : Epoch 1008 | loss: 0.0311364 | val_loss: 0.0311572 | Time: 2913 ms [2020-12-23 11:29:07 main:581] : INFO : Epoch 1009 | loss: 0.0311387 | val_loss: 0.0311552 | Time: 2932.92 ms [2020-12-23 11:29:10 main:581] : INFO : Epoch 1010 | loss: 0.0311463 | val_loss: 0.0311559 | Time: 2935.28 ms [2020-12-23 11:29:13 main:581] : INFO : Epoch 1011 | loss: 0.0311474 | val_loss: 0.0311568 | Time: 2935.97 ms [2020-12-23 11:29:15 main:581] : INFO : Epoch 1012 | loss: 0.0311484 | val_loss: 0.0311549 | Time: 2929.4 ms [2020-12-23 11:29:18 main:581] : INFO : Epoch 1013 | loss: 0.0311467 | val_loss: 0.0311542 | Time: 2934.46 ms [2020-12-23 11:29:21 main:581] : INFO : Epoch 1014 | loss: 0.0311463 | val_loss: 0.0311615 | Time: 2930.46 ms [2020-12-23 11:29:24 main:581] : INFO : Epoch 1015 | loss: 0.0311439 | val_loss: 0.0311591 | Time: 2941.53 ms [2020-12-23 11:29:27 main:581] : INFO : Epoch 1016 | loss: 0.0311439 | val_loss: 0.0311592 | Time: 2930.95 ms [2020-12-23 11:29:30 main:581] : INFO : Epoch 1017 | loss: 0.0311468 | val_loss: 0.0311602 | Time: 2937.11 ms [2020-12-23 11:29:33 main:581] : INFO : Epoch 1018 | loss: 0.0311433 | val_loss: 0.0311595 | Time: 2924.99 ms [2020-12-23 11:29:36 main:581] : INFO : Epoch 1019 | loss: 0.0311436 | val_loss: 0.0311569 | Time: 2937.69 ms [2020-12-23 11:29:39 main:581] : INFO : Epoch 1020 | loss: 0.0311407 | val_loss: 0.0311566 | Time: 2939.04 ms [2020-12-23 11:29:42 main:581] : INFO : Epoch 1021 | loss: 0.0311433 | val_loss: 0.031162 | Time: 2932.77 ms [2020-12-23 11:29:45 main:581] : INFO : Epoch 1022 | loss: 0.0311448 | val_loss: 0.0311588 | Time: 2935.96 ms [2020-12-23 11:29:48 main:581] : INFO : Epoch 1023 | loss: 0.0311435 | val_loss: 0.0311589 | Time: 2932.45 ms [2020-12-23 11:29:51 main:581] : INFO : Epoch 1024 | loss: 0.0311425 | val_loss: 0.0311567 | Time: 2911.77 ms [2020-12-23 11:29:51 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311567 [2020-12-23 11:29:51 main:610] : INFO : Saving end state to config to file [2020-12-23 11:29:51 main:615] : INFO : Success, exiting.. 11:29:51 (2505464): 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)