Task 3173111
| Name | EightBitModified-1605455929-11347-4_0 |
| Workunit | 1469642 |
| Created | 4 Dec 2020, 4:07:24 UTC |
| Sent | 5 Dec 2020, 10:03:52 UTC |
| Report deadline | 12 Dec 2020, 10:03:52 UTC |
| Received | 9 Dec 2020, 12:17:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 46 min |
| CPU time | 44 min 35 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,475.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 514 | loss: 0.031344 | val_loss: 0.0313657 | Time: 2562.54 ms [2020-12-09 12:55:02 main:574] : INFO : Epoch 515 | loss: 0.0313469 | val_loss: 0.0313464 | Time: 2550.76 ms [2020-12-09 12:55:05 main:574] : INFO : Epoch 516 | loss: 0.0313349 | val_loss: 0.0313375 | Time: 2679.12 ms [2020-12-09 12:55:08 main:574] : INFO : Epoch 517 | loss: 0.031334 | val_loss: 0.0313438 | Time: 2655.9 ms [2020-12-09 12:55:10 main:574] : INFO : Epoch 518 | loss: 0.0313383 | val_loss: 0.0313509 | Time: 2629.3 ms [2020-12-09 12:55:13 main:574] : INFO : Epoch 519 | loss: 0.031335 | val_loss: 0.0313641 | Time: 2559.46 ms [2020-12-09 12:55:16 main:574] : INFO : Epoch 520 | loss: 0.0313821 | val_loss: 0.0313783 | Time: 2722.93 ms [2020-12-09 12:55:18 main:574] : INFO : Epoch 521 | loss: 0.0313622 | val_loss: 0.03136 | Time: 2637.03 ms [2020-12-09 12:55:21 main:574] : INFO : Epoch 522 | loss: 0.0313824 | val_loss: 0.0314533 | Time: 2554.69 ms [2020-12-09 12:55:24 main:574] : INFO : Epoch 523 | loss: 0.0313725 | val_loss: 0.0313564 | Time: 2662.54 ms [2020-12-09 12:55:26 main:574] : INFO : Epoch 524 | loss: 0.031369 | val_loss: 0.0313499 | Time: 2593.34 ms [2020-12-09 12:55:29 main:574] : INFO : Epoch 525 | loss: 0.0313376 | val_loss: 0.0313685 | Time: 2603.57 ms [2020-12-09 12:55:32 main:574] : INFO : Epoch 526 | loss: 0.0313827 | val_loss: 0.0313642 | Time: 2669.3 ms [2020-12-09 12:55:34 main:574] : INFO : Epoch 527 | loss: 0.0313396 | val_loss: 0.0313501 | Time: 2647.54 ms [2020-12-09 12:55:37 main:574] : INFO : Epoch 528 | loss: 0.0313311 | val_loss: 0.0313474 | Time: 2697.23 ms [2020-12-09 12:55:40 main:574] : INFO : Epoch 529 | loss: 0.0313378 | val_loss: 0.0313496 | Time: 2590.75 ms [2020-12-09 12:55:42 main:574] : INFO : Epoch 530 | loss: 0.031334 | val_loss: 0.0313408 | Time: 2607.24 ms [2020-12-09 12:55:45 main:574] : INFO : Epoch 531 | loss: 0.0313297 | val_loss: 0.0313391 | Time: 2532.85 ms [2020-12-09 12:55:48 main:574] : INFO : Epoch 532 | loss: 0.0313366 | val_loss: 0.0313459 | Time: 2588.96 ms [2020-12-09 12:55:50 main:574] : INFO : Epoch 533 | loss: 0.0313345 | val_loss: 0.0313722 | Time: 2619.74 ms [2020-12-09 12:55:53 main:574] : INFO : Epoch 534 | loss: 0.031344 | val_loss: 0.0313461 | Time: 2621.43 ms [2020-12-09 12:55:56 main:574] : INFO : Epoch 535 | loss: 0.0313332 | val_loss: 0.0313397 | Time: 2603.38 ms [2020-12-09 12:55:58 main:574] : INFO : Epoch 536 | loss: 0.0313288 | val_loss: 0.0313393 | Time: 2746.41 ms [2020-12-09 12:56:01 main:574] : INFO : Epoch 537 | loss: 0.0313321 | val_loss: 0.0313439 | Time: 2567.81 ms [2020-12-09 12:56:04 main:574] : INFO : Epoch 538 | loss: 0.0313358 | val_loss: 0.0313432 | Time: 2603.3 ms [2020-12-09 12:56:06 main:574] : INFO : Epoch 539 | loss: 0.0313391 | val_loss: 0.0313542 | Time: 2603.36 ms [2020-12-09 12:56:09 main:574] : INFO : Epoch 540 | loss: 0.031372 | val_loss: 0.0314794 | Time: 2570.56 ms [2020-12-09 12:56:12 main:574] : INFO : Epoch 541 | loss: 0.0313979 | val_loss: 0.0313709 | Time: 2777.98 ms [2020-12-09 12:56:14 main:574] : INFO : Epoch 542 | loss: 0.031344 | val_loss: 0.0313449 | Time: 2668.17 ms [2020-12-09 12:56:17 main:574] : INFO : Epoch 543 | loss: 0.0313325 | val_loss: 0.0313507 | Time: 2613.78 ms [2020-12-09 12:56:20 main:574] : INFO : Epoch 544 | loss: 0.031336 | val_loss: 0.0313515 | Time: 2670.65 ms [2020-12-09 12:56:22 main:574] : INFO : Epoch 545 | loss: 0.0313391 | val_loss: 0.0313466 | Time: 2480.09 ms [2020-12-09 12:56:25 main:574] : INFO : Epoch 546 | loss: 0.0313419 | val_loss: 0.0313796 | Time: 2659.66 ms [2020-12-09 12:56:28 main:574] : INFO : Epoch 547 | loss: 0.0313591 | val_loss: 0.0313551 | Time: 2592.13 ms [2020-12-09 12:56:30 main:574] : INFO : Epoch 548 | loss: 0.0313383 | val_loss: 0.0313467 | Time: 2642.28 ms [2020-12-09 12:56:33 main:574] : INFO : Epoch 549 | loss: 0.0313304 | val_loss: 0.0313444 | Time: 2608.6 ms [2020-12-09 12:56:36 main:574] : INFO : Epoch 550 | loss: 0.0313334 | val_loss: 0.0313448 | Time: 2705.94 ms [2020-12-09 12:56:38 main:574] : INFO : Epoch 551 | loss: 0.0313326 | val_loss: 0.0313549 | Time: 2535.46 ms [2020-12-09 12:56:41 main:574] : INFO : Epoch 552 | loss: 0.0313772 | val_loss: 0.0314151 | Time: 2572.76 ms [2020-12-09 12:56:43 main:574] : INFO : Epoch 553 | loss: 0.0314172 | val_loss: 0.0313862 | Time: 2639.12 ms [2020-12-09 12:56:46 main:574] : INFO : Epoch 554 | loss: 0.0313537 | val_loss: 0.0313637 | Time: 2609.06 ms [2020-12-09 12:56:49 main:574] : INFO : Epoch 555 | loss: 0.0313374 | val_loss: 0.031348 | Time: 2628.25 ms [2020-12-09 12:56:51 main:574] : INFO : Epoch 556 | loss: 0.0313321 | val_loss: 0.0313417 | Time: 2640.4 ms [2020-12-09 12:56:54 main:574] : INFO : Epoch 557 | loss: 0.0313352 | val_loss: 0.0313471 | Time: 2566.54 ms [2020-12-09 12:56:57 main:574] : INFO : Epoch 558 | loss: 0.0313344 | val_loss: 0.0313416 | Time: 2627.62 ms [2020-12-09 12:56:59 main:574] : INFO : Epoch 559 | loss: 0.0313318 | val_loss: 0.0313435 | Time: 2632.48 ms [2020-12-09 12:57:02 main:574] : INFO : Epoch 560 | loss: 0.0313295 | val_loss: 0.0313365 | Time: 2609.42 ms [2020-12-09 12:57:05 main:574] : INFO : Epoch 561 | loss: 0.0313286 | val_loss: 0.0313469 | Time: 2610.14 ms [2020-12-09 12:57:07 main:574] : INFO : Epoch 562 | loss: 0.0313327 | val_loss: 0.0313416 | Time: 2522.6 ms [2020-12-09 12:57:10 main:574] : INFO : Epoch 563 | loss: 0.0313479 | val_loss: 0.0313499 | Time: 2618.99 ms [2020-12-09 12:57:12 main:574] : INFO : Epoch 564 | loss: 0.0313384 | val_loss: 0.0313439 | Time: 2514.09 ms [2020-12-09 12:57:15 main:574] : INFO : Epoch 565 | loss: 0.0313308 | val_loss: 0.031346 | Time: 2606.63 ms [2020-12-09 12:57:18 main:574] : INFO : Epoch 566 | loss: 0.0313342 | val_loss: 0.0313464 | Time: 2648.49 ms [2020-12-09 12:57:20 main:574] : INFO : Epoch 567 | loss: 0.0313297 | val_loss: 0.0313389 | Time: 2513.12 ms [2020-12-09 12:57:23 main:574] : INFO : Epoch 568 | loss: 0.0313342 | val_loss: 0.031346 | Time: 2654.13 ms [2020-12-09 12:57:26 main:574] : INFO : Epoch 569 | loss: 0.0313372 | val_loss: 0.0313419 | Time: 2570.19 ms [2020-12-09 12:57:28 main:574] : INFO : Epoch 570 | loss: 0.0313345 | val_loss: 0.0313517 | Time: 2589.12 ms [2020-12-09 12:57:31 main:574] : INFO : Epoch 571 | loss: 0.0313355 | val_loss: 0.0313602 | Time: 2687.61 ms [2020-12-09 12:57:33 main:574] : INFO : Epoch 572 | loss: 0.0313797 | val_loss: 0.0313735 | Time: 2486.71 ms [2020-12-09 12:57:36 main:574] : INFO : Epoch 573 | loss: 0.031363 | val_loss: 0.0313452 | Time: 2706.93 ms [2020-12-09 12:57:39 main:574] : INFO : Epoch 574 | loss: 0.0313379 | val_loss: 0.0313426 | Time: 2622.82 ms [2020-12-09 12:57:42 main:574] : INFO : Epoch 575 | loss: 0.0313296 | val_loss: 0.0313401 | Time: 2651.52 ms [2020-12-09 12:57:44 main:574] : INFO : Epoch 576 | loss: 0.0313319 | val_loss: 0.0313417 | Time: 2560.02 ms [2020-12-09 12:57:47 main:574] : INFO : Epoch 577 | loss: 0.0313281 | val_loss: 0.0313454 | Time: 2606.25 ms [2020-12-09 12:57:50 main:574] : INFO : Epoch 578 | loss: 0.0313349 | val_loss: 0.0313368 | Time: 2623.97 ms [2020-12-09 12:57:52 main:574] : INFO : Epoch 579 | loss: 0.0313314 | val_loss: 0.0313461 | Time: 2602.07 ms [2020-12-09 12:57:55 main:574] : INFO : Epoch 580 | loss: 0.0313571 | val_loss: 0.0314017 | Time: 2638.35 ms [2020-12-09 12:57:58 main:574] : INFO : Epoch 581 | loss: 0.0313474 | val_loss: 0.0313529 | Time: 2703.42 ms [2020-12-09 12:58:00 main:574] : INFO : Epoch 582 | loss: 0.0313442 | val_loss: 0.0313544 | Time: 2726 ms [2020-12-09 12:58:03 main:574] : INFO : Epoch 583 | loss: 0.0313344 | val_loss: 0.031351 | Time: 2630.92 ms [2020-12-09 12:58:06 main:574] : INFO : Epoch 584 | loss: 0.0313373 | val_loss: 0.0313432 | Time: 2534.5 ms [2020-12-09 12:58:08 main:574] : INFO : Epoch 585 | loss: 0.0313329 | val_loss: 0.0313486 | Time: 2617.25 ms [2020-12-09 12:58:11 main:574] : INFO : Epoch 586 | loss: 0.0313349 | val_loss: 0.0313458 | Time: 2689.26 ms [2020-12-09 12:58:14 main:574] : INFO : Epoch 587 | loss: 0.0313316 | val_loss: 0.0313424 | Time: 2561.31 ms [2020-12-09 12:58:16 main:574] : INFO : Epoch 588 | loss: 0.0313339 | val_loss: 0.0313428 | Time: 2556.15 ms [2020-12-09 12:58:19 main:574] : INFO : Epoch 589 | loss: 0.0313389 | val_loss: 0.0313653 | Time: 2642.58 ms [2020-12-09 12:58:22 main:574] : INFO : Epoch 590 | loss: 0.0313524 | val_loss: 0.0313468 | Time: 2767.56 ms [2020-12-09 12:58:25 main:574] : INFO : Epoch 591 | loss: 0.0313495 | val_loss: 0.0313578 | Time: 2800.06 ms [2020-12-09 12:58:27 main:574] : INFO : Epoch 592 | loss: 0.0314002 | val_loss: 0.0315337 | Time: 2697.49 ms [2020-12-09 12:58:30 main:574] : INFO : Epoch 593 | loss: 0.0314185 | val_loss: 0.0313886 | Time: 2651.28 ms [2020-12-09 12:58:33 main:574] : INFO : Epoch 594 | loss: 0.0313846 | val_loss: 0.0313807 | Time: 2614.67 ms [2020-12-09 12:58:35 main:574] : INFO : Epoch 595 | loss: 0.0313476 | val_loss: 0.0313491 | Time: 2700.07 ms [2020-12-09 12:58:38 main:574] : INFO : Epoch 596 | loss: 0.0313365 | val_loss: 0.0313794 | Time: 2563.64 ms [2020-12-09 12:58:41 main:574] : INFO : Epoch 597 | loss: 0.031346 | val_loss: 0.0313485 | Time: 2656.21 ms [2020-12-09 12:58:43 main:574] : INFO : Epoch 598 | loss: 0.0313339 | val_loss: 0.031339 | Time: 2639.82 ms [2020-12-09 12:58:46 main:574] : INFO : Epoch 599 | loss: 0.0313284 | val_loss: 0.0313453 | Time: 2534.93 ms [2020-12-09 12:58:49 main:574] : INFO : Epoch 600 | loss: 0.0313305 | val_loss: 0.0313426 | Time: 2692.2 ms [2020-12-09 12:58:51 main:574] : INFO : Epoch 601 | loss: 0.0313283 | val_loss: 0.0313378 | Time: 2571.31 ms [2020-12-09 12:58:54 main:574] : INFO : Epoch 602 | loss: 0.0313273 | val_loss: 0.0313426 | Time: 2551.1 ms [2020-12-09 12:58:56 main:574] : INFO : Epoch 603 | loss: 0.031328 | val_loss: 0.0313403 | Time: 2598.33 ms [2020-12-09 12:58:59 main:574] : INFO : Epoch 604 | loss: 0.031328 | val_loss: 0.0313396 | Time: 2641.38 ms [2020-12-09 12:59:02 main:574] : INFO : Epoch 605 | loss: 0.0313308 | val_loss: 0.0313398 | Time: 2689 ms [2020-12-09 12:59:05 main:574] : INFO : Epoch 606 | loss: 0.0313318 | val_loss: 0.0313481 | Time: 2673.8 ms [2020-12-09 12:59:07 main:574] : INFO : Epoch 607 | loss: 0.0313417 | val_loss: 0.0313467 | Time: 2611.99 ms [2020-12-09 12:59:10 main:574] : INFO : Epoch 608 | loss: 0.0313344 | val_loss: 0.0313546 | Time: 2608.11 ms [2020-12-09 12:59:13 main:574] : INFO : Epoch 609 | loss: 0.0313394 | val_loss: 0.0313449 | Time: 2678.3 ms [2020-12-09 12:59:15 main:574] : INFO : Epoch 610 | loss: 0.0313303 | val_loss: 0.0313437 | Time: 2595.7 ms [2020-12-09 12:59:18 main:574] : INFO : Epoch 611 | loss: 0.0313374 | val_loss: 0.0313488 | Time: 2613.72 ms [2020-12-09 12:59:21 main:574] : INFO : Epoch 612 | loss: 0.0313681 | val_loss: 0.0313713 | Time: 2601.51 ms [2020-12-09 12:59:23 main:574] : INFO : Epoch 613 | loss: 0.0313489 | val_loss: 0.0313489 | Time: 2650.17 ms [2020-12-09 12:59:26 main:574] : INFO : Epoch 614 | loss: 0.0313427 | val_loss: 0.0313664 | Time: 2628.79 ms [2020-12-09 12:59:29 main:574] : INFO : Epoch 615 | loss: 0.031343 | val_loss: 0.0313566 | Time: 2575.89 ms [2020-12-09 12:59:31 main:574] : INFO : Epoch 616 | loss: 0.0317604 | val_loss: 0.0330667 | Time: 2631.06 ms [2020-12-09 12:59:34 main:574] : INFO : Epoch 617 | loss: 0.0337831 | val_loss: 0.0324213 | Time: 2634.26 ms [2020-12-09 12:59:37 main:574] : INFO : Epoch 618 | loss: 0.0319362 | val_loss: 0.0315839 | Time: 2601.92 ms [2020-12-09 12:59:39 main:574] : INFO : Epoch 619 | loss: 0.0314397 | val_loss: 0.0314019 | Time: 2621.72 ms [2020-12-09 12:59:42 main:574] : INFO : Epoch 620 | loss: 0.0313802 | val_loss: 0.0313719 | Time: 2644.7 ms [2020-12-09 12:59:45 main:574] : INFO : Epoch 621 | loss: 0.0313539 | val_loss: 0.0313604 | Time: 2606.5 ms [2020-12-09 12:59:47 main:574] : INFO : Epoch 622 | loss: 0.0313428 | val_loss: 0.031352 | Time: 2569.73 ms [2020-12-09 12:59:50 main:574] : INFO : Epoch 623 | loss: 0.0313454 | val_loss: 0.0313576 | Time: 2669.02 ms [2020-12-09 12:59:53 main:574] : INFO : Epoch 624 | loss: 0.0313408 | val_loss: 0.0313476 | Time: 2791.72 ms [2020-12-09 12:59:55 main:574] : INFO : Epoch 625 | loss: 0.0313357 | val_loss: 0.0313488 | Time: 2743.19 ms [2020-12-09 12:59:58 main:574] : INFO : Epoch 626 | loss: 0.0313344 | val_loss: 0.0313514 | Time: 2661.35 ms [2020-12-09 13:00:01 main:574] : INFO : Epoch 627 | loss: 0.0313371 | val_loss: 0.0313517 | Time: 2680.4 ms [2020-12-09 13:00:04 main:574] : INFO : Epoch 628 | loss: 0.0313358 | val_loss: 0.0313547 | Time: 2726.55 ms [2020-12-09 13:00:06 main:574] : INFO : Epoch 629 | loss: 0.0313382 | val_loss: 0.0313443 | Time: 2597.48 ms [2020-12-09 13:00:09 main:574] : INFO : Epoch 630 | loss: 0.0313376 | val_loss: 0.0313523 | Time: 2655.53 ms [2020-12-09 13:00:12 main:574] : INFO : Epoch 631 | loss: 0.031338 | val_loss: 0.0313505 | Time: 2575.72 ms [2020-12-09 13:00:14 main:574] : INFO : Epoch 632 | loss: 0.0313374 | val_loss: 0.0313446 | Time: 2638.93 ms [2020-12-09 13:00:17 main:574] : INFO : Epoch 633 | loss: 0.0313384 | val_loss: 0.0313474 | Time: 2678.17 ms [2020-12-09 13:00:20 main:574] : INFO : Epoch 634 | loss: 0.0313347 | val_loss: 0.0313497 | Time: 2625.11 ms [2020-12-09 13:00:22 main:574] : INFO : Epoch 635 | loss: 0.0313355 | val_loss: 0.0313432 | Time: 2583 ms [2020-12-09 13:00:25 main:574] : INFO : Epoch 636 | loss: 0.0313349 | val_loss: 0.0313456 | Time: 2615.93 ms [2020-12-09 13:00:28 main:574] : INFO : Epoch 637 | loss: 0.0313514 | val_loss: 0.0313518 | Time: 2663.87 ms [2020-12-09 13:00:30 main:574] : INFO : Epoch 638 | loss: 0.0313405 | val_loss: 0.031354 | Time: 2662.99 ms [2020-12-09 13:00:33 main:574] : INFO : Epoch 639 | loss: 0.031337 | val_loss: 0.0313523 | Time: 2599.64 ms [2020-12-09 13:00:36 main:574] : INFO : Epoch 640 | loss: 0.0313389 | val_loss: 0.0313462 | Time: 2700.39 ms [2020-12-09 13:00:38 main:574] : INFO : Epoch 641 | loss: 0.0313356 | val_loss: 0.0313554 | Time: 2646.52 ms [2020-12-09 13:00:41 main:574] : INFO : Epoch 642 | loss: 0.0313331 | val_loss: 0.031343 | Time: 2564.48 ms [2020-12-09 13:00:44 main:574] : INFO : Epoch 643 | loss: 0.0313324 | val_loss: 0.0313426 | Time: 2610.19 ms [2020-12-09 13:00:46 main:574] : INFO : Epoch 644 | loss: 0.0313346 | val_loss: 0.0313533 | Time: 2694.29 ms [2020-12-09 13:00:49 main:574] : INFO : Epoch 645 | loss: 0.0313454 | val_loss: 0.0313888 | Time: 2707.62 ms [2020-12-09 13:00:52 main:574] : INFO : Epoch 646 | loss: 0.0313566 | val_loss: 0.0313522 | Time: 2677.01 ms [2020-12-09 13:00:55 main:574] : INFO : Epoch 647 | loss: 0.0313421 | val_loss: 0.0313606 | Time: 2702.26 ms [2020-12-09 13:00:57 main:574] : INFO : Epoch 648 | loss: 0.0313383 | val_loss: 0.0313533 | Time: 2520.09 ms [2020-12-09 13:01:00 main:574] : INFO : Epoch 649 | loss: 0.0313361 | val_loss: 0.0313533 | Time: 2686.06 ms [2020-12-09 13:01:03 main:574] : INFO : Epoch 650 | loss: 0.0313398 | val_loss: 0.0313485 | Time: 2740.01 ms [2020-12-09 13:01:05 main:574] : INFO : Epoch 651 | loss: 0.0313338 | val_loss: 0.0313451 | Time: 2606.85 ms [2020-12-09 13:01:08 main:574] : INFO : Epoch 652 | loss: 0.0313366 | val_loss: 0.0313696 | Time: 2614.12 ms [2020-12-09 13:01:11 main:574] : INFO : Epoch 653 | loss: 0.0313486 | val_loss: 0.0313538 | Time: 2725 ms [2020-12-09 13:01:13 main:574] : INFO : Epoch 654 | loss: 0.0313345 | val_loss: 0.0313444 | Time: 2590.29 ms [2020-12-09 13:01:16 main:574] : INFO : Epoch 655 | loss: 0.0313342 | val_loss: 0.0313474 | Time: 2597.03 ms [2020-12-09 13:01:19 main:574] : INFO : Epoch 656 | loss: 0.0313331 | val_loss: 0.0313495 | Time: 2646.62 ms [2020-12-09 13:01:21 main:574] : INFO : Epoch 657 | loss: 0.0313422 | val_loss: 0.0313525 | Time: 2595 ms [2020-12-09 13:01:24 main:574] : INFO : Epoch 658 | loss: 0.0313399 | val_loss: 0.0313482 | Time: 2745.31 ms [2020-12-09 13:01:27 main:574] : INFO : Epoch 659 | loss: 0.0313349 | val_loss: 0.0313543 | Time: 2611.86 ms [2020-12-09 13:01:29 main:574] : INFO : Epoch 660 | loss: 0.0313516 | val_loss: 0.0313566 | Time: 2573.31 ms [2020-12-09 13:01:32 main:574] : INFO : Epoch 661 | loss: 0.0313417 | val_loss: 0.0313457 | Time: 2644.1 ms [2020-12-09 13:01:35 main:574] : INFO : Epoch 662 | loss: 0.0313351 | val_loss: 0.0313474 | Time: 2587.67 ms [2020-12-09 13:01:37 main:574] : INFO : Epoch 663 | loss: 0.0313398 | val_loss: 0.0313462 | Time: 2613.23 ms [2020-12-09 13:01:40 main:574] : INFO : Epoch 664 | loss: 0.0313344 | val_loss: 0.0313433 | Time: 2697.41 ms [2020-12-09 13:01:43 main:574] : INFO : Epoch 665 | loss: 0.0313325 | val_loss: 0.0313517 | Time: 2662.48 ms [2020-12-09 13:01:45 main:574] : INFO : Epoch 666 | loss: 0.0313484 | val_loss: 0.0314045 | Time: 2669.39 ms [2020-12-09 13:01:48 main:574] : INFO : Epoch 667 | loss: 0.0313546 | val_loss: 0.0313575 | Time: 2640.27 ms [2020-12-09 13:01:51 main:574] : INFO : Epoch 668 | loss: 0.0313384 | val_loss: 0.0313466 | Time: 2676.1 ms [2020-12-09 13:01:53 main:574] : INFO : Epoch 669 | loss: 0.0313382 | val_loss: 0.0313529 | Time: 2588.34 ms [2020-12-09 13:01:56 main:574] : INFO : Epoch 670 | loss: 0.0313402 | val_loss: 0.0313493 | Time: 2648.19 ms [2020-12-09 13:01:59 main:574] : INFO : Epoch 671 | loss: 0.0313319 | val_loss: 0.0313491 | Time: 2649.39 ms [2020-12-09 13:02:02 main:574] : INFO : Epoch 672 | loss: 0.0313341 | val_loss: 0.0313581 | Time: 2739.71 ms [2020-12-09 13:02:04 main:574] : INFO : Epoch 673 | loss: 0.0313561 | val_loss: 0.0313503 | Time: 2608.55 ms [2020-12-09 13:02:07 main:574] : INFO : Epoch 674 | loss: 0.0313385 | val_loss: 0.0313506 | Time: 2740.24 ms [2020-12-09 13:02:10 main:574] : INFO : Epoch 675 | loss: 0.031342 | val_loss: 0.0313433 | Time: 2625.53 ms [2020-12-09 13:02:12 main:574] : INFO : Epoch 676 | loss: 0.0313322 | val_loss: 0.0313466 | Time: 2707.46 ms [2020-12-09 13:02:15 main:574] : INFO : Epoch 677 | loss: 0.0313409 | val_loss: 0.0313627 | Time: 2632.98 ms [2020-12-09 13:02:18 main:574] : INFO : Epoch 678 | loss: 0.0313558 | val_loss: 0.0313539 | Time: 2646.39 ms [2020-12-09 13:02:20 main:574] : INFO : Epoch 679 | loss: 0.0313369 | val_loss: 0.0313561 | Time: 2585.74 ms [2020-12-09 13:02:23 main:574] : INFO : Epoch 680 | loss: 0.0313379 | val_loss: 0.0313489 | Time: 2654.17 ms [2020-12-09 13:02:26 main:574] : INFO : Epoch 681 | loss: 0.0313364 | val_loss: 0.0313454 | Time: 2560.76 ms [2020-12-09 13:02:28 main:574] : INFO : Epoch 682 | loss: 0.0313379 | val_loss: 0.0313388 | Time: 2543.59 ms [2020-12-09 13:02:31 main:574] : INFO : Epoch 683 | loss: 0.0313356 | val_loss: 0.0313498 | Time: 2545.33 ms [2020-12-09 13:02:33 main:574] : INFO : Epoch 684 | loss: 0.0313357 | val_loss: 0.0313578 | Time: 2656.23 ms [2020-12-09 13:02:36 main:574] : INFO : Epoch 685 | loss: 0.0313383 | val_loss: 0.0313471 | Time: 2642.26 ms [2020-12-09 13:02:39 main:574] : INFO : Epoch 686 | loss: 0.0313362 | val_loss: 0.0313435 | Time: 2736.85 ms [2020-12-09 13:02:42 main:574] : INFO : Epoch 687 | loss: 0.031333 | val_loss: 0.0313513 | Time: 2554.96 ms [2020-12-09 13:02:44 main:574] : INFO : Epoch 688 | loss: 0.0313507 | val_loss: 0.0313607 | Time: 2626.68 ms [2020-12-09 13:02:47 main:574] : INFO : Epoch 689 | loss: 0.0313501 | val_loss: 0.0313522 | Time: 2639.05 ms [2020-12-09 13:02:50 main:574] : INFO : Epoch 690 | loss: 0.0313412 | val_loss: 0.03135 | Time: 2583.7 ms [2020-12-09 13:02:52 main:574] : INFO : Epoch 691 | loss: 0.0313372 | val_loss: 0.0313522 | Time: 2592.97 ms [2020-12-09 13:02:55 main:574] : INFO : Epoch 692 | loss: 0.0313333 | val_loss: 0.0313475 | Time: 2551.44 ms [2020-12-09 13:02:57 main:574] : INFO : Epoch 693 | loss: 0.0313351 | val_loss: 0.0313457 | Time: 2720.81 ms [2020-12-09 13:03:00 main:574] : INFO : Epoch 694 | loss: 0.0313314 | val_loss: 0.0313473 | Time: 2580.77 ms [2020-12-09 13:03:03 main:574] : INFO : Epoch 695 | loss: 0.031341 | val_loss: 0.0313631 | Time: 2532.55 ms [2020-12-09 13:03:05 main:574] : INFO : Epoch 696 | loss: 0.031354 | val_loss: 0.0313645 | Time: 2582.98 ms [2020-12-09 13:03:08 main:574] : INFO : Epoch 697 | loss: 0.0313423 | val_loss: 0.0313456 | Time: 2617.51 ms [2020-12-09 13:03:11 main:574] : INFO : Epoch 698 | loss: 0.0313331 | val_loss: 0.031342 | Time: 2672.37 ms [2020-12-09 13:03:13 main:574] : INFO : Epoch 699 | loss: 0.0313317 | val_loss: 0.031344 | Time: 2662.64 ms [2020-12-09 13:03:16 main:574] : INFO : Epoch 700 | loss: 0.0313382 | val_loss: 0.0313475 | Time: 2666.8 ms [2020-12-09 13:03:19 main:574] : INFO : Epoch 701 | loss: 0.0313403 | val_loss: 0.0313589 | Time: 2888.43 ms [2020-12-09 13:03:22 main:574] : INFO : Epoch 702 | loss: 0.0313412 | val_loss: 0.0313427 | Time: 2532.19 ms [2020-12-09 13:03:24 main:574] : INFO : Epoch 703 | loss: 0.0313431 | val_loss: 0.0313613 | Time: 2633.21 ms [2020-12-09 13:03:27 main:574] : INFO : Epoch 704 | loss: 0.0313418 | val_loss: 0.0313497 | Time: 2690.39 ms [2020-12-09 13:03:30 main:574] : INFO : Epoch 705 | loss: 0.0313437 | val_loss: 0.0313501 | Time: 2701.38 ms [2020-12-09 13:03:32 main:574] : INFO : Epoch 706 | loss: 0.031345 | val_loss: 0.0313522 | Time: 2577.63 ms [2020-12-09 13:03:35 main:574] : INFO : Epoch 707 | loss: 0.0313358 | val_loss: 0.0313489 | Time: 2647.56 ms [2020-12-09 13:03:38 main:574] : INFO : Epoch 708 | loss: 0.0313381 | val_loss: 0.031351 | Time: 2536.56 ms [2020-12-09 13:03:40 main:574] : INFO : Epoch 709 | loss: 0.0313451 | val_loss: 0.0313482 | Time: 2570.44 ms [2020-12-09 13:03:43 main:574] : INFO : Epoch 710 | loss: 0.0313371 | val_loss: 0.0313473 | Time: 2521.96 ms [2020-12-09 13:03:46 main:574] : INFO : Epoch 711 | loss: 0.0313409 | val_loss: 0.0313491 | Time: 2725.42 ms [2020-12-09 13:03:48 main:574] : INFO : Epoch 712 | loss: 0.0313385 | val_loss: 0.0313492 | Time: 2559.06 ms [2020-12-09 13:03:51 main:574] : INFO : Epoch 713 | loss: 0.0313391 | val_loss: 0.0313669 | Time: 2776.21 ms [2020-12-09 13:03:54 main:574] : INFO : Epoch 714 | loss: 0.0313477 | val_loss: 0.0313477 | Time: 2606.24 ms [2020-12-09 13:03:56 main:574] : INFO : Epoch 715 | loss: 0.0313446 | val_loss: 0.0313435 | Time: 2759.93 ms [2020-12-09 13:03:59 main:574] : INFO : Epoch 716 | loss: 0.0313376 | val_loss: 0.0313444 | Time: 2594.71 ms [2020-12-09 13:04:02 main:574] : INFO : Epoch 717 | loss: 0.0313336 | val_loss: 0.0313698 | Time: 2603.09 ms [2020-12-09 13:04:04 main:574] : INFO : Epoch 718 | loss: 0.0313467 | val_loss: 0.0313521 | Time: 2647.77 ms [2020-12-09 13:04:07 main:574] : INFO : Epoch 719 | loss: 0.0313587 | val_loss: 0.0313564 | Time: 2538.11 ms [2020-12-09 13:04:10 main:574] : INFO : Epoch 720 | loss: 0.0313463 | val_loss: 0.0313487 | Time: 2755.47 ms [2020-12-09 13:04:12 main:574] : INFO : Epoch 721 | loss: 0.0313394 | val_loss: 0.0313483 | Time: 2619.31 ms [2020-12-09 13:04:15 main:574] : INFO : Epoch 722 | loss: 0.031342 | val_loss: 0.031359 | Time: 2629.46 ms [2020-12-09 13:04:18 main:574] : INFO : Epoch 723 | loss: 0.0313449 | val_loss: 0.0313474 | Time: 2566.26 ms [2020-12-09 13:04:20 main:574] : INFO : Epoch 724 | loss: 0.0313408 | val_loss: 0.0313553 | Time: 2540.16 ms [2020-12-09 13:04:23 main:574] : INFO : Epoch 725 | loss: 0.0313449 | val_loss: 0.0313507 | Time: 2552.42 ms [2020-12-09 13:04:25 main:574] : INFO : Epoch 726 | loss: 0.0313329 | val_loss: 0.0313592 | Time: 2477.86 ms [2020-12-09 13:04:28 main:574] : INFO : Epoch 727 | loss: 0.0313476 | val_loss: 0.0313651 | Time: 2616.62 ms [2020-12-09 13:04:31 main:574] : INFO : Epoch 728 | loss: 0.0313609 | val_loss: 0.0313448 | Time: 2695.94 ms [2020-12-09 13:04:33 main:574] : INFO : Epoch 729 | loss: 0.0313381 | val_loss: 0.031346 | Time: 2515.16 ms [2020-12-09 13:04:36 main:574] : INFO : Epoch 730 | loss: 0.031337 | val_loss: 0.0313426 | Time: 2601.89 ms [2020-12-09 13:04:38 main:574] : INFO : Epoch 731 | loss: 0.0313333 | val_loss: 0.0313531 | Time: 2527.39 ms [2020-12-09 13:04:41 main:574] : INFO : Epoch 732 | loss: 0.0313414 | val_loss: 0.0313619 | Time: 2592.49 ms [2020-12-09 13:04:44 main:574] : INFO : Epoch 733 | loss: 0.0313611 | val_loss: 0.0313519 | Time: 2477.4 ms [2020-12-09 13:04:46 main:574] : INFO : Epoch 734 | loss: 0.0313384 | val_loss: 0.0313474 | Time: 2623.93 ms [2020-12-09 13:04:50 main:574] : INFO : Epoch 735 | loss: 0.031335 | val_loss: 0.0313461 | Time: 3217.39 ms [2020-12-09 13:04:52 main:574] : INFO : Epoch 736 | loss: 0.031332 | val_loss: 0.0313449 | Time: 2575.47 ms [2020-12-09 13:04:55 main:574] : INFO : Epoch 737 | loss: 0.0313385 | val_loss: 0.0313628 | Time: 2723.08 ms [2020-12-09 13:04:58 main:574] : INFO : Epoch 738 | loss: 0.0313539 | val_loss: 0.0313604 | Time: 2687.53 ms [2020-12-09 13:05:00 main:574] : INFO : Epoch 739 | loss: 0.0313423 | val_loss: 0.0313455 | Time: 2638.17 ms [2020-12-09 13:05:03 main:574] : INFO : Epoch 740 | loss: 0.0313334 | val_loss: 0.0313473 | Time: 2938.17 ms [2020-12-09 13:05:06 main:574] : INFO : Epoch 741 | loss: 0.0313355 | val_loss: 0.0313451 | Time: 3126.82 ms [2020-12-09 13:05:09 main:574] : INFO : Epoch 742 | loss: 0.0313468 | val_loss: 0.0313563 | Time: 2713.39 ms [2020-12-09 13:05:12 main:574] : INFO : Epoch 743 | loss: 0.0313452 | val_loss: 0.0313525 | Time: 2725.15 ms [2020-12-09 13:05:15 main:574] : INFO : Epoch 744 | loss: 0.031373 | val_loss: 0.0313934 | Time: 2662.59 ms [2020-12-09 13:05:17 main:574] : INFO : Epoch 745 | loss: 0.0313543 | val_loss: 0.0313501 | Time: 2548.11 ms [2020-12-09 13:05:20 main:574] : INFO : Epoch 746 | loss: 0.0313382 | val_loss: 0.031353 | Time: 2642.44 ms [2020-12-09 13:05:23 main:574] : INFO : Epoch 747 | loss: 0.0313372 | val_loss: 0.0313492 | Time: 2853.62 ms [2020-12-09 13:05:26 main:574] : INFO : Epoch 748 | loss: 0.0313371 | val_loss: 0.0313477 | Time: 2969.88 ms [2020-12-09 13:05:29 main:574] : INFO : Epoch 749 | loss: 0.0313331 | val_loss: 0.0313416 | Time: 2978.93 ms [2020-12-09 13:05:32 main:574] : INFO : Epoch 750 | loss: 0.0313386 | val_loss: 0.0313659 | Time: 3021.75 ms [2020-12-09 13:05:35 main:574] : INFO : Epoch 751 | loss: 0.0313669 | val_loss: 0.0313714 | Time: 2863.37 ms [2020-12-09 13:05:38 main:574] : INFO : Epoch 752 | loss: 0.0313472 | val_loss: 0.0313711 | Time: 2854.63 ms [2020-12-09 13:05:41 main:574] : INFO : Epoch 753 | loss: 0.0313436 | val_loss: 0.0313502 | Time: 2950.32 ms [2020-12-09 13:05:44 main:574] : INFO : Epoch 754 | loss: 0.0313367 | val_loss: 0.0313516 | Time: 2766.41 ms [2020-12-09 13:05:46 main:574] : INFO : Epoch 755 | loss: 0.0313381 | val_loss: 0.0313494 | Time: 2620.64 ms [2020-12-09 13:05:49 main:574] : INFO : Epoch 756 | loss: 0.0313486 | val_loss: 0.0313603 | Time: 2677.42 ms [2020-12-09 13:05:52 main:574] : INFO : Epoch 757 | loss: 0.031342 | val_loss: 0.031352 | Time: 2915.89 ms [2020-12-09 13:05:55 main:574] : INFO : Epoch 758 | loss: 0.0313347 | val_loss: 0.0313444 | Time: 2675.09 ms [2020-12-09 13:05:58 main:574] : INFO : Epoch 759 | loss: 0.0313346 | val_loss: 0.0313475 | Time: 2720.46 ms [2020-12-09 13:06:00 main:574] : INFO : Epoch 760 | loss: 0.0313373 | val_loss: 0.0313412 | Time: 2639.7 ms [2020-12-09 13:06:03 main:574] : INFO : Epoch 761 | loss: 0.0313423 | val_loss: 0.0313738 | Time: 2637.9 ms [2020-12-09 13:06:06 main:574] : INFO : Epoch 762 | loss: 0.0313453 | val_loss: 0.0313487 | Time: 2611.17 ms [2020-12-09 13:06:08 main:574] : INFO : Epoch 763 | loss: 0.0313364 | val_loss: 0.0313453 | Time: 2674.81 ms [2020-12-09 13:06:11 main:574] : INFO : Epoch 764 | loss: 0.0313341 | val_loss: 0.0313534 | Time: 2620.64 ms [2020-12-09 13:06:14 main:574] : INFO : Epoch 765 | loss: 0.0313533 | val_loss: 0.0314044 | Time: 2632.58 ms [2020-12-09 13:06:17 main:574] : INFO : Epoch 766 | loss: 0.0313574 | val_loss: 0.031359 | Time: 2588.4 ms [2020-12-09 13:06:19 main:574] : INFO : Epoch 767 | loss: 0.0313372 | val_loss: 0.0313449 | Time: 2644.28 ms [2020-12-09 13:06:22 main:574] : INFO : Epoch 768 | loss: 0.0313346 | val_loss: 0.0313486 | Time: 2678.9 ms [2020-12-09 13:06:25 main:574] : INFO : Epoch 769 | loss: 0.0313357 | val_loss: 0.0313581 | Time: 2606.04 ms [2020-12-09 13:06:27 main:574] : INFO : Epoch 770 | loss: 0.0313521 | val_loss: 0.0313508 | Time: 2635.03 ms [2020-12-09 13:06:30 main:574] : INFO : Epoch 771 | loss: 0.0313437 | val_loss: 0.03135 | Time: 2567.05 ms [2020-12-09 13:06:32 main:574] : INFO : Epoch 772 | loss: 0.0313408 | val_loss: 0.031343 | Time: 2565.79 ms [2020-12-09 13:06:35 main:574] : INFO : Epoch 773 | loss: 0.0313366 | val_loss: 0.0313492 | Time: 2575.89 ms [2020-12-09 13:06:38 main:574] : INFO : Epoch 774 | loss: 0.0313444 | val_loss: 0.0313543 | Time: 2668 ms [2020-12-09 13:06:40 main:574] : INFO : Epoch 775 | loss: 0.0313404 | val_loss: 0.03135 | Time: 2641.44 ms [2020-12-09 13:06:43 main:574] : INFO : Epoch 776 | loss: 0.03134 | val_loss: 0.0313541 | Time: 2582.45 ms [2020-12-09 13:06:46 main:574] : INFO : Epoch 777 | loss: 0.0313459 | val_loss: 0.0313602 | Time: 2619.76 ms [2020-12-09 13:06:49 main:574] : INFO : Epoch 778 | loss: 0.0313395 | val_loss: 0.0313573 | Time: 2648.22 ms [2020-12-09 13:06:51 main:574] : INFO : Epoch 779 | loss: 0.0313402 | val_loss: 0.0313461 | Time: 2710.51 ms [2020-12-09 13:06:54 main:574] : INFO : Epoch 780 | loss: 0.0313381 | val_loss: 0.0313508 | Time: 2658.54 ms [2020-12-09 13:06:57 main:574] : INFO : Epoch 781 | loss: 0.0313624 | val_loss: 0.0313725 | Time: 2638.26 ms [2020-12-09 13:06:59 main:574] : INFO : Epoch 782 | loss: 0.0313438 | val_loss: 0.0313546 | Time: 2637.7 ms [2020-12-09 13:07:02 main:574] : INFO : Epoch 783 | loss: 0.0313417 | val_loss: 0.0313482 | Time: 2561.18 ms [2020-12-09 13:07:05 main:574] : INFO : Epoch 784 | loss: 0.0313532 | val_loss: 0.0313779 | Time: 2657.99 ms [2020-12-09 13:07:07 main:574] : INFO : Epoch 785 | loss: 0.0313449 | val_loss: 0.0313536 | Time: 2706.53 ms [2020-12-09 13:07:10 main:574] : INFO : Epoch 786 | loss: 0.0313361 | val_loss: 0.0313504 | Time: 2747.44 ms [2020-12-09 13:07:13 main:574] : INFO : Epoch 787 | loss: 0.0313393 | val_loss: 0.0313464 | Time: 2643.17 ms [2020-12-09 13:07:15 main:574] : INFO : Epoch 788 | loss: 0.0313412 | val_loss: 0.0313515 | Time: 2643.05 ms [2020-12-09 13:07:18 main:574] : INFO : Epoch 789 | loss: 0.0313373 | val_loss: 0.0313419 | Time: 2616.39 ms [2020-12-09 13:07:21 main:574] : INFO : Epoch 790 | loss: 0.0313424 | val_loss: 0.0313515 | Time: 2621.45 ms [2020-12-09 13:07:23 main:574] : INFO : Epoch 791 | loss: 0.031344 | val_loss: 0.031352 | Time: 2636.81 ms [2020-12-09 13:07:26 main:574] : INFO : Epoch 792 | loss: 0.0313405 | val_loss: 0.0313506 | Time: 2652.26 ms [2020-12-09 13:07:29 main:574] : INFO : Epoch 793 | loss: 0.0313478 | val_loss: 0.0313585 | Time: 2572.6 ms [2020-12-09 13:07:31 main:574] : INFO : Epoch 794 | loss: 0.0313461 | val_loss: 0.0313548 | Time: 2652.53 ms [2020-12-09 13:07:34 main:574] : INFO : Epoch 795 | loss: 0.0313458 | val_loss: 0.031358 | Time: 2630.69 ms [2020-12-09 13:07:37 main:574] : INFO : Epoch 796 | loss: 0.0313736 | val_loss: 0.0313777 | Time: 2651.14 ms [2020-12-09 13:07:40 main:574] : INFO : Epoch 797 | loss: 0.0313456 | val_loss: 0.031353 | Time: 2645.06 ms [2020-12-09 13:07:42 main:574] : INFO : Epoch 798 | loss: 0.0313377 | val_loss: 0.0313453 | Time: 2644.48 ms [2020-12-09 13:07:45 main:574] : INFO : Epoch 799 | loss: 0.0313366 | val_loss: 0.0313604 | Time: 2761.42 ms [2020-12-09 13:07:48 main:574] : INFO : Epoch 800 | loss: 0.0313748 | val_loss: 0.0313697 | Time: 2663.02 ms [2020-12-09 13:07:50 main:574] : INFO : Epoch 801 | loss: 0.0313449 | val_loss: 0.0313459 | Time: 2626.09 ms [2020-12-09 13:07:53 main:574] : INFO : Epoch 802 | loss: 0.0313391 | val_loss: 0.0313594 | Time: 2569.61 ms [2020-12-09 13:07:56 main:574] : INFO : Epoch 803 | loss: 0.0313436 | val_loss: 0.0313428 | Time: 2697.71 ms [2020-12-09 13:07:58 main:574] : INFO : Epoch 804 | loss: 0.0313344 | val_loss: 0.0313565 | Time: 2630.14 ms [2020-12-09 13:08:01 main:574] : INFO : Epoch 805 | loss: 0.0313342 | val_loss: 0.0313447 | Time: 2706.37 ms [2020-12-09 13:08:04 main:574] : INFO : Epoch 806 | loss: 0.0313338 | val_loss: 0.0313489 | Time: 2650.76 ms [2020-12-09 13:08:06 main:574] : INFO : Epoch 807 | loss: 0.0313376 | val_loss: 0.0313477 | Time: 2572.82 ms [2020-12-09 13:08:09 main:574] : INFO : Epoch 808 | loss: 0.031344 | val_loss: 0.0313526 | Time: 2736.58 ms [2020-12-09 13:08:12 main:574] : INFO : Epoch 809 | loss: 0.0313446 | val_loss: 0.0313555 | Time: 2579 ms [2020-12-09 13:08:15 main:574] : INFO : Epoch 810 | loss: 0.0313376 | val_loss: 0.0313426 | Time: 2607.15 ms [2020-12-09 13:08:17 main:574] : INFO : Epoch 811 | loss: 0.031339 | val_loss: 0.0313461 | Time: 2737.69 ms [2020-12-09 13:08:20 main:574] : INFO : Epoch 812 | loss: 0.0313404 | val_loss: 0.0313535 | Time: 2522.2 ms [2020-12-09 13:08:23 main:574] : INFO : Epoch 813 | loss: 0.0313483 | val_loss: 0.0313517 | Time: 2681.34 ms [2020-12-09 13:08:25 main:574] : INFO : Epoch 814 | loss: 0.0313416 | val_loss: 0.0313493 | Time: 2609.66 ms [2020-12-09 13:08:28 main:574] : INFO : Epoch 815 | loss: 0.0313373 | val_loss: 0.0313553 | Time: 2558.61 ms [2020-12-09 13:08:31 main:574] : INFO : Epoch 816 | loss: 0.031345 | val_loss: 0.0313485 | Time: 2557.74 ms [2020-12-09 13:08:33 main:574] : INFO : Epoch 817 | loss: 0.0313349 | val_loss: 0.0313518 | Time: 2599.66 ms [2020-12-09 13:08:36 main:574] : INFO : Epoch 818 | loss: 0.0313392 | val_loss: 0.0313618 | Time: 2575.49 ms [2020-12-09 13:08:38 main:574] : INFO : Epoch 819 | loss: 0.0313433 | val_loss: 0.0313572 | Time: 2590.71 ms [2020-12-09 13:08:41 main:574] : INFO : Epoch 820 | loss: 0.0313494 | val_loss: 0.031356 | Time: 2628.13 ms [2020-12-09 13:08:44 main:574] : INFO : Epoch 821 | loss: 0.0313391 | val_loss: 0.0313471 | Time: 2542.32 ms [2020-12-09 13:08:46 main:574] : INFO : Epoch 822 | loss: 0.0313468 | val_loss: 0.0313727 | Time: 2604.29 ms [2020-12-09 13:08:49 main:574] : INFO : Epoch 823 | loss: 0.031356 | val_loss: 0.0313563 | Time: 2583.79 ms [2020-12-09 13:08:52 main:574] : INFO : Epoch 824 | loss: 0.0313398 | val_loss: 0.0313524 | Time: 2667 ms [2020-12-09 13:08:54 main:574] : INFO : Epoch 825 | loss: 0.0313386 | val_loss: 0.0313463 | Time: 2681.58 ms [2020-12-09 13:08:57 main:574] : INFO : Epoch 826 | loss: 0.0313362 | val_loss: 0.0313506 | Time: 2651.84 ms [2020-12-09 13:09:00 main:574] : INFO : Epoch 827 | loss: 0.0313589 | val_loss: 0.0313675 | Time: 2722.77 ms [2020-12-09 13:09:02 main:574] : INFO : Epoch 828 | loss: 0.0313559 | val_loss: 0.0313515 | Time: 2604.72 ms [2020-12-09 13:09:05 main:574] : INFO : Epoch 829 | loss: 0.0313405 | val_loss: 0.0313456 | Time: 2523.47 ms [2020-12-09 13:09:08 main:574] : INFO : Epoch 830 | loss: 0.031335 | val_loss: 0.031351 | Time: 2507.77 ms [2020-12-09 13:09:10 main:574] : INFO : Epoch 831 | loss: 0.0313422 | val_loss: 0.0313656 | Time: 2633.32 ms [2020-12-09 13:09:13 main:574] : INFO : Epoch 832 | loss: 0.0313361 | val_loss: 0.0313454 | Time: 2627.4 ms [2020-12-09 13:09:15 main:574] : INFO : Epoch 833 | loss: 0.0313388 | val_loss: 0.0313487 | Time: 2537.94 ms [2020-12-09 13:09:18 main:574] : INFO : Epoch 834 | loss: 0.031353 | val_loss: 0.0313718 | Time: 2628.66 ms [2020-12-09 13:09:21 main:574] : INFO : Epoch 835 | loss: 0.0313397 | val_loss: 0.0313462 | Time: 2564.68 ms [2020-12-09 13:09:23 main:574] : INFO : Epoch 836 | loss: 0.0313388 | val_loss: 0.0313643 | Time: 2526.25 ms [2020-12-09 13:09:26 main:574] : INFO : Epoch 837 | loss: 0.0313393 | val_loss: 0.031344 | Time: 2547.67 ms [2020-12-09 13:09:29 main:574] : INFO : Epoch 838 | loss: 0.0313339 | val_loss: 0.0313479 | Time: 2642.16 ms [2020-12-09 13:09:31 main:574] : INFO : Epoch 839 | loss: 0.0313349 | val_loss: 0.0313462 | Time: 2589.84 ms [2020-12-09 13:09:34 main:574] : INFO : Epoch 840 | loss: 0.0313411 | val_loss: 0.0313606 | Time: 2564.19 ms [2020-12-09 13:09:36 main:574] : INFO : Epoch 841 | loss: 0.0313632 | val_loss: 0.0313619 | Time: 2495.3 ms [2020-12-09 13:09:39 main:574] : INFO : Epoch 842 | loss: 0.0313707 | val_loss: 0.0314401 | Time: 2599.1 ms [2020-12-09 13:09:42 main:574] : INFO : Epoch 843 | loss: 0.0314018 | val_loss: 0.0313737 | Time: 2773.67 ms [2020-12-09 13:09:44 main:574] : INFO : Epoch 844 | loss: 0.0313679 | val_loss: 0.0313523 | Time: 2511.04 ms [2020-12-09 13:09:47 main:574] : INFO : Epoch 845 | loss: 0.0313437 | val_loss: 0.0313475 | Time: 2670.7 ms [2020-12-09 13:09:50 main:574] : INFO : Epoch 846 | loss: 0.0313363 | val_loss: 0.0313481 | Time: 2767.34 ms [2020-12-09 13:09:52 main:574] : INFO : Epoch 847 | loss: 0.0313327 | val_loss: 0.0313511 | Time: 2549.17 ms [2020-12-09 13:09:55 main:574] : INFO : Epoch 848 | loss: 0.0313345 | val_loss: 0.0313406 | Time: 2608.69 ms [2020-12-09 13:09:58 main:574] : INFO : Epoch 849 | loss: 0.0313364 | val_loss: 0.0313469 | Time: 2710.44 ms [2020-12-09 13:10:01 main:574] : INFO : Epoch 850 | loss: 0.0313339 | val_loss: 0.0313498 | Time: 2787.07 ms [2020-12-09 13:10:03 main:574] : INFO : Epoch 851 | loss: 0.0313355 | val_loss: 0.0313435 | Time: 2684.81 ms [2020-12-09 13:10:06 main:574] : INFO : Epoch 852 | loss: 0.0313366 | val_loss: 0.0313488 | Time: 2554.2 ms [2020-12-09 13:10:09 main:574] : INFO : Epoch 853 | loss: 0.0313427 | val_loss: 0.0313624 | Time: 2647.33 ms [2020-12-09 13:10:11 main:574] : INFO : Epoch 854 | loss: 0.0313475 | val_loss: 0.0313532 | Time: 2710.61 ms [2020-12-09 13:10:14 main:574] : INFO : Epoch 855 | loss: 0.0313497 | val_loss: 0.031351 | Time: 2631.68 ms [2020-12-09 13:10:17 main:574] : INFO : Epoch 856 | loss: 0.0313369 | val_loss: 0.0313438 | Time: 2537.19 ms [2020-12-09 13:10:19 main:574] : INFO : Epoch 857 | loss: 0.0313342 | val_loss: 0.0313486 | Time: 2644.71 ms [2020-12-09 13:10:22 main:574] : INFO : Epoch 858 | loss: 0.0313345 | val_loss: 0.0313428 | Time: 2639.02 ms [2020-12-09 13:10:25 main:574] : INFO : Epoch 859 | loss: 0.0313379 | val_loss: 0.0313499 | Time: 2563.71 ms [2020-12-09 13:10:27 main:574] : INFO : Epoch 860 | loss: 0.0313906 | val_loss: 0.0314066 | Time: 2572.07 ms [2020-12-09 13:10:30 main:574] : INFO : Epoch 861 | loss: 0.0313664 | val_loss: 0.0313536 | Time: 2543.72 ms [2020-12-09 13:10:33 main:574] : INFO : Epoch 862 | loss: 0.0313495 | val_loss: 0.0313585 | Time: 2729.81 ms [2020-12-09 13:10:35 main:574] : INFO : Epoch 863 | loss: 0.0313391 | val_loss: 0.0313482 | Time: 2680.75 ms [2020-12-09 13:10:38 main:574] : INFO : Epoch 864 | loss: 0.0313341 | val_loss: 0.0313473 | Time: 2562.61 ms [2020-12-09 13:10:40 main:574] : INFO : Epoch 865 | loss: 0.0313347 | val_loss: 0.0313446 | Time: 2542.72 ms [2020-12-09 13:10:43 main:574] : INFO : Epoch 866 | loss: 0.0313403 | val_loss: 0.0313612 | Time: 2656.7 ms [2020-12-09 13:10:46 main:574] : INFO : Epoch 867 | loss: 0.031343 | val_loss: 0.0313498 | Time: 2594.17 ms [2020-12-09 13:10:48 main:574] : INFO : Epoch 868 | loss: 0.031346 | val_loss: 0.0313588 | Time: 2566.29 ms [2020-12-09 13:10:51 main:574] : INFO : Epoch 869 | loss: 0.031348 | val_loss: 0.0313511 | Time: 2679.62 ms [2020-12-09 13:10:54 main:574] : INFO : Epoch 870 | loss: 0.0313491 | val_loss: 0.0313566 | Time: 2662.13 ms [2020-12-09 13:10:56 main:574] : INFO : Epoch 871 | loss: 0.0313396 | val_loss: 0.0313418 | Time: 2507.64 ms [2020-12-09 13:10:59 main:574] : INFO : Epoch 872 | loss: 0.0313329 | val_loss: 0.0313446 | Time: 2661.8 ms [2020-12-09 13:11:02 main:574] : INFO : Epoch 873 | loss: 0.0313358 | val_loss: 0.0313553 | Time: 2564.42 ms [2020-12-09 13:11:04 main:574] : INFO : Epoch 874 | loss: 0.031347 | val_loss: 0.0313552 | Time: 2589.27 ms [2020-12-09 13:11:07 main:574] : INFO : Epoch 875 | loss: 0.0313392 | val_loss: 0.0313495 | Time: 2592.91 ms [2020-12-09 13:11:09 main:574] : INFO : Epoch 876 | loss: 0.0313562 | val_loss: 0.031411 | Time: 2547.89 ms [2020-12-09 13:11:12 main:574] : INFO : Epoch 877 | loss: 0.0316246 | val_loss: 0.0315139 | Time: 2648.49 ms [2020-12-09 13:11:15 main:574] : INFO : Epoch 878 | loss: 0.0314438 | val_loss: 0.0313815 | Time: 2590.19 ms [2020-12-09 13:11:17 main:574] : INFO : Epoch 879 | loss: 0.0313564 | val_loss: 0.0313513 | Time: 2601.55 ms [2020-12-09 13:11:20 main:574] : INFO : Epoch 880 | loss: 0.0313356 | val_loss: 0.0313559 | Time: 2727.28 ms [2020-12-09 13:11:23 main:574] : INFO : Epoch 881 | loss: 0.0313371 | val_loss: 0.0313429 | Time: 2638.29 ms [2020-12-09 13:11:26 main:574] : INFO : Epoch 882 | loss: 0.0313302 | val_loss: 0.0313415 | Time: 2656.37 ms [2020-12-09 13:11:28 main:574] : INFO : Epoch 883 | loss: 0.0313305 | val_loss: 0.031346 | Time: 2674.76 ms [2020-12-09 13:11:31 main:574] : INFO : Epoch 884 | loss: 0.0313314 | val_loss: 0.0313432 | Time: 2596.59 ms [2020-12-09 13:11:33 main:574] : INFO : Epoch 885 | loss: 0.0313322 | val_loss: 0.0313433 | Time: 2560.85 ms [2020-12-09 13:11:36 main:574] : INFO : Epoch 886 | loss: 0.0313328 | val_loss: 0.0313436 | Time: 2696.95 ms [2020-12-09 13:11:39 main:574] : INFO : Epoch 887 | loss: 0.0313292 | val_loss: 0.0313458 | Time: 2708.73 ms [2020-12-09 13:11:42 main:574] : INFO : Epoch 888 | loss: 0.0313365 | val_loss: 0.0313485 | Time: 2502.48 ms [2020-12-09 13:11:44 main:574] : INFO : Epoch 889 | loss: 0.0313311 | val_loss: 0.0313411 | Time: 2537.27 ms [2020-12-09 13:11:47 main:574] : INFO : Epoch 890 | loss: 0.0313336 | val_loss: 0.0313427 | Time: 2611.5 ms [2020-12-09 13:11:49 main:574] : INFO : Epoch 891 | loss: 0.0313477 | val_loss: 0.0313517 | Time: 2607.03 ms [2020-12-09 13:11:52 main:574] : INFO : Epoch 892 | loss: 0.0313344 | val_loss: 0.0313482 | Time: 2621.5 ms [2020-12-09 13:11:55 main:574] : INFO : Epoch 893 | loss: 0.0313378 | val_loss: 0.031354 | Time: 2554.41 ms [2020-12-09 13:11:57 main:574] : INFO : Epoch 894 | loss: 0.0313349 | val_loss: 0.0313434 | Time: 2581.31 ms [2020-12-09 13:12:00 main:574] : INFO : Epoch 895 | loss: 0.0313319 | val_loss: 0.0313387 | Time: 2505.23 ms [2020-12-09 13:12:03 main:574] : INFO : Epoch 896 | loss: 0.0313313 | val_loss: 0.0313394 | Time: 2728.54 ms [2020-12-09 13:12:05 main:574] : INFO : Epoch 897 | loss: 0.0313345 | val_loss: 0.0313522 | Time: 2679.92 ms [2020-12-09 13:12:08 main:574] : INFO : Epoch 898 | loss: 0.0313375 | val_loss: 0.0313463 | Time: 2637.96 ms [2020-12-09 13:12:11 main:574] : INFO : Epoch 899 | loss: 0.0313347 | val_loss: 0.031341 | Time: 2596.42 ms [2020-12-09 13:12:13 main:574] : INFO : Epoch 900 | loss: 0.0313298 | val_loss: 0.0313397 | Time: 2849.41 ms [2020-12-09 13:12:16 main:574] : INFO : Epoch 901 | loss: 0.0313331 | val_loss: 0.0313528 | Time: 2707.6 ms [2020-12-09 13:12:19 main:574] : INFO : Epoch 902 | loss: 0.0313441 | val_loss: 0.0313708 | Time: 2532.5 ms [2020-12-09 13:12:21 main:574] : INFO : Epoch 903 | loss: 0.0313629 | val_loss: 0.0313661 | Time: 2546.52 ms [2020-12-09 13:12:24 main:574] : INFO : Epoch 904 | loss: 0.0313485 | val_loss: 0.0313547 | Time: 2586.55 ms [2020-12-09 13:12:27 main:574] : INFO : Epoch 905 | loss: 0.031336 | val_loss: 0.0313474 | Time: 2572.46 ms [2020-12-09 13:12:29 main:574] : INFO : Epoch 906 | loss: 0.0313322 | val_loss: 0.0313459 | Time: 2553.88 ms [2020-12-09 13:12:32 main:574] : INFO : Epoch 907 | loss: 0.0313335 | val_loss: 0.0313774 | Time: 2637.99 ms [2020-12-09 13:12:35 main:574] : INFO : Epoch 908 | loss: 0.0313858 | val_loss: 0.031368 | Time: 2717.57 ms [2020-12-09 13:12:37 main:574] : INFO : Epoch 909 | loss: 0.0313508 | val_loss: 0.0313512 | Time: 2779.4 ms [2020-12-09 13:12:40 main:574] : INFO : Epoch 910 | loss: 0.0313345 | val_loss: 0.0313399 | Time: 2610.18 ms [2020-12-09 13:12:43 main:574] : INFO : Epoch 911 | loss: 0.0313464 | val_loss: 0.0314201 | Time: 2509.93 ms [2020-12-09 13:12:45 main:574] : INFO : Epoch 912 | loss: 0.0313713 | val_loss: 0.0314261 | Time: 2571.81 ms [2020-12-09 13:12:48 main:574] : INFO : Epoch 913 | loss: 0.0313656 | val_loss: 0.0313579 | Time: 2738.02 ms [2020-12-09 13:12:51 main:574] : INFO : Epoch 914 | loss: 0.0313543 | val_loss: 0.0313575 | Time: 2644.94 ms [2020-12-09 13:12:54 main:574] : INFO : Epoch 915 | loss: 0.0313437 | val_loss: 0.0313617 | Time: 2732.87 ms [2020-12-09 13:12:56 main:574] : INFO : Epoch 916 | loss: 0.0313394 | val_loss: 0.0313478 | Time: 2685.76 ms [2020-12-09 13:12:59 main:574] : INFO : Epoch 917 | loss: 0.0313338 | val_loss: 0.0313456 | Time: 2778.59 ms [2020-12-09 13:13:02 main:574] : INFO : Epoch 918 | loss: 0.0313294 | val_loss: 0.0313411 | Time: 2619.82 ms [2020-12-09 13:13:05 main:574] : INFO : Epoch 919 | loss: 0.0313305 | val_loss: 0.0313415 | Time: 2654.93 ms [2020-12-09 13:13:07 main:574] : INFO : Epoch 920 | loss: 0.031333 | val_loss: 0.0313533 | Time: 2658.74 ms [2020-12-09 13:13:10 main:574] : INFO : Epoch 921 | loss: 0.0313301 | val_loss: 0.0313369 | Time: 2656.78 ms [2020-12-09 13:13:13 main:574] : INFO : Epoch 922 | loss: 0.0313299 | val_loss: 0.0313412 | Time: 2659.69 ms [2020-12-09 13:13:15 main:574] : INFO : Epoch 923 | loss: 0.0313287 | val_loss: 0.0313525 | Time: 2585.1 ms [2020-12-09 13:13:18 main:574] : INFO : Epoch 924 | loss: 0.0313398 | val_loss: 0.0313427 | Time: 2676.48 ms [2020-12-09 13:13:21 main:574] : INFO : Epoch 925 | loss: 0.0313321 | val_loss: 0.0313402 | Time: 2593.57 ms [2020-12-09 13:13:23 main:574] : INFO : Epoch 926 | loss: 0.031331 | val_loss: 0.0313401 | Time: 2567.26 ms [2020-12-09 13:13:26 main:574] : INFO : Epoch 927 | loss: 0.0313319 | val_loss: 0.0313537 | Time: 2777.73 ms [2020-12-09 13:13:29 main:574] : INFO : Epoch 928 | loss: 0.0313398 | val_loss: 0.0313433 | Time: 2548.96 ms [2020-12-09 13:13:31 main:574] : INFO : Epoch 929 | loss: 0.0313314 | val_loss: 0.0313398 | Time: 2630.3 ms [2020-12-09 13:13:34 main:574] : INFO : Epoch 930 | loss: 0.0313321 | val_loss: 0.0313515 | Time: 2604.06 ms [2020-12-09 13:13:37 main:574] : INFO : Epoch 931 | loss: 0.0313502 | val_loss: 0.0313554 | Time: 2640.77 ms [2020-12-09 13:13:39 main:574] : INFO : Epoch 932 | loss: 0.0313429 | val_loss: 0.0313555 | Time: 2682.38 ms [2020-12-09 13:13:42 main:574] : INFO : Epoch 933 | loss: 0.031335 | val_loss: 0.0313429 | Time: 2630.04 ms [2020-12-09 13:13:45 main:574] : INFO : Epoch 934 | loss: 0.0313318 | val_loss: 0.0313427 | Time: 2665.66 ms [2020-12-09 13:13:47 main:574] : INFO : Epoch 935 | loss: 0.0313386 | val_loss: 0.0313552 | Time: 2649.4 ms [2020-12-09 13:13:50 main:574] : INFO : Epoch 936 | loss: 0.0313472 | val_loss: 0.0313528 | Time: 2535.11 ms [2020-12-09 13:13:53 main:574] : INFO : Epoch 937 | loss: 0.0313354 | val_loss: 0.031351 | Time: 2639.29 ms [2020-12-09 13:13:55 main:574] : INFO : Epoch 938 | loss: 0.0313362 | val_loss: 0.0313435 | Time: 2513.79 ms [2020-12-09 13:13:58 main:574] : INFO : Epoch 939 | loss: 0.0313411 | val_loss: 0.0313509 | Time: 2670.14 ms [2020-12-09 13:14:00 main:574] : INFO : Epoch 940 | loss: 0.0313573 | val_loss: 0.0314804 | Time: 2579.35 ms [2020-12-09 13:14:03 main:574] : INFO : Epoch 941 | loss: 0.0314023 | val_loss: 0.031366 | Time: 2574.03 ms [2020-12-09 13:14:06 main:574] : INFO : Epoch 942 | loss: 0.0313413 | val_loss: 0.0313522 | Time: 2654.19 ms [2020-12-09 13:14:08 main:574] : INFO : Epoch 943 | loss: 0.0313346 | val_loss: 0.0313428 | Time: 2602.52 ms [2020-12-09 13:14:11 main:574] : INFO : Epoch 944 | loss: 0.0313298 | val_loss: 0.031343 | Time: 2609.19 ms [2020-12-09 13:14:14 main:574] : INFO : Epoch 945 | loss: 0.0313316 | val_loss: 0.0313426 | Time: 2615.64 ms [2020-12-09 13:14:16 main:574] : INFO : Epoch 946 | loss: 0.03134 | val_loss: 0.0313448 | Time: 2585.79 ms [2020-12-09 13:14:19 main:574] : INFO : Epoch 947 | loss: 0.031334 | val_loss: 0.0313476 | Time: 2698.5 ms [2020-12-09 13:14:22 main:574] : INFO : Epoch 948 | loss: 0.0313434 | val_loss: 0.0313447 | Time: 2501.32 ms [2020-12-09 13:14:24 main:574] : INFO : Epoch 949 | loss: 0.0313384 | val_loss: 0.0313516 | Time: 2700.78 ms [2020-12-09 13:14:27 main:574] : INFO : Epoch 950 | loss: 0.0313326 | val_loss: 0.0313706 | Time: 2637.34 ms [2020-12-09 13:14:30 main:574] : INFO : Epoch 951 | loss: 0.0313369 | val_loss: 0.031342 | Time: 2567.37 ms [2020-12-09 13:14:32 main:574] : INFO : Epoch 952 | loss: 0.0313438 | val_loss: 0.0313609 | Time: 2638.27 ms [2020-12-09 13:14:35 main:574] : INFO : Epoch 953 | loss: 0.0313424 | val_loss: 0.0313446 | Time: 2551.34 ms [2020-12-09 13:14:38 main:574] : INFO : Epoch 954 | loss: 0.0313362 | val_loss: 0.0313457 | Time: 2636.08 ms [2020-12-09 13:14:40 main:574] : INFO : Epoch 955 | loss: 0.0313324 | val_loss: 0.0313459 | Time: 2704.13 ms [2020-12-09 13:14:43 main:574] : INFO : Epoch 956 | loss: 0.0313596 | val_loss: 0.0313692 | Time: 2670.98 ms [2020-12-09 13:14:46 main:574] : INFO : Epoch 957 | loss: 0.0313439 | val_loss: 0.0313443 | Time: 2490.16 ms [2020-12-09 13:14:48 main:574] : INFO : Epoch 958 | loss: 0.0313314 | val_loss: 0.0313444 | Time: 2651.67 ms [2020-12-09 13:14:51 main:574] : INFO : Epoch 959 | loss: 0.0313334 | val_loss: 0.0313496 | Time: 2652.16 ms [2020-12-09 13:14:54 main:574] : INFO : Epoch 960 | loss: 0.0313373 | val_loss: 0.0313513 | Time: 2596.77 ms [2020-12-09 13:14:56 main:574] : INFO : Epoch 961 | loss: 0.0313467 | val_loss: 0.03135 | Time: 2731.94 ms [2020-12-09 13:14:59 main:574] : INFO : Epoch 962 | loss: 0.0313357 | val_loss: 0.0313488 | Time: 2553.96 ms [2020-12-09 13:15:02 main:574] : INFO : Epoch 963 | loss: 0.0313357 | val_loss: 0.0313419 | Time: 2893.3 ms [2020-12-09 13:15:05 main:574] : INFO : Epoch 964 | loss: 0.0313357 | val_loss: 0.0313412 | Time: 2616.58 ms [2020-12-09 13:15:07 main:574] : INFO : Epoch 965 | loss: 0.0313344 | val_loss: 0.0313525 | Time: 2635.2 ms [2020-12-09 13:15:10 main:574] : INFO : Epoch 966 | loss: 0.0313497 | val_loss: 0.0313667 | Time: 2567.58 ms [2020-12-09 13:15:13 main:574] : INFO : Epoch 967 | loss: 0.0313684 | val_loss: 0.0313733 | Time: 2617.27 ms [2020-12-09 13:15:15 main:574] : INFO : Epoch 968 | loss: 0.0313636 | val_loss: 0.0313647 | Time: 2640.31 ms [2020-12-09 13:15:18 main:574] : INFO : Epoch 969 | loss: 0.0313448 | val_loss: 0.0313478 | Time: 2588.8 ms [2020-12-09 13:15:20 main:574] : INFO : Epoch 970 | loss: 0.0313337 | val_loss: 0.0313418 | Time: 2584.28 ms [2020-12-09 13:15:23 main:574] : INFO : Epoch 971 | loss: 0.0313321 | val_loss: 0.0313424 | Time: 2555.99 ms [2020-12-09 13:15:26 main:574] : INFO : Epoch 972 | loss: 0.0313324 | val_loss: 0.0313453 | Time: 2576.1 ms [2020-12-09 13:15:28 main:574] : INFO : Epoch 973 | loss: 0.0313338 | val_loss: 0.0313453 | Time: 2665.51 ms [2020-12-09 13:15:31 main:574] : INFO : Epoch 974 | loss: 0.0313333 | val_loss: 0.0313421 | Time: 2603.13 ms [2020-12-09 13:15:34 main:574] : INFO : Epoch 975 | loss: 0.0313345 | val_loss: 0.0313465 | Time: 2536.24 ms [2020-12-09 13:15:36 main:574] : INFO : Epoch 976 | loss: 0.0313419 | val_loss: 0.0313832 | Time: 2578.96 ms [2020-12-09 13:15:39 main:574] : INFO : Epoch 977 | loss: 0.031345 | val_loss: 0.0313461 | Time: 2572.58 ms [2020-12-09 13:15:41 main:574] : INFO : Epoch 978 | loss: 0.0313367 | val_loss: 0.0313499 | Time: 2612.18 ms [2020-12-09 13:15:44 main:574] : INFO : Epoch 979 | loss: 0.0313387 | val_loss: 0.0313423 | Time: 2573.15 ms [2020-12-09 13:15:47 main:574] : INFO : Epoch 980 | loss: 0.0313361 | val_loss: 0.0313474 | Time: 2683.85 ms [2020-12-09 13:15:49 main:574] : INFO : Epoch 981 | loss: 0.0313375 | val_loss: 0.0313509 | Time: 2672.13 ms [2020-12-09 13:15:52 main:574] : INFO : Epoch 982 | loss: 0.0313419 | val_loss: 0.0313917 | Time: 2575.33 ms [2020-12-09 13:15:55 main:574] : INFO : Epoch 983 | loss: 0.0313779 | val_loss: 0.0313577 | Time: 2606.35 ms [2020-12-09 13:15:57 main:574] : INFO : Epoch 984 | loss: 0.0313472 | val_loss: 0.0313443 | Time: 2643.21 ms [2020-12-09 13:16:00 main:574] : INFO : Epoch 985 | loss: 0.0313369 | val_loss: 0.0313495 | Time: 2574.12 ms [2020-12-09 13:16:03 main:574] : INFO : Epoch 986 | loss: 0.031348 | val_loss: 0.031364 | Time: 2745.23 ms [2020-12-09 13:16:05 main:574] : INFO : Epoch 987 | loss: 0.0313355 | val_loss: 0.0313453 | Time: 2612.9 ms [2020-12-09 13:16:08 main:574] : INFO : Epoch 988 | loss: 0.0313352 | val_loss: 0.0313407 | Time: 2475.72 ms [2020-12-09 13:16:11 main:574] : INFO : Epoch 989 | loss: 0.0313303 | val_loss: 0.0313374 | Time: 2464.3 ms [2020-12-09 13:16:13 main:574] : INFO : Epoch 990 | loss: 0.0313296 | val_loss: 0.0313441 | Time: 2705.34 ms [2020-12-09 13:16:16 main:574] : INFO : Epoch 991 | loss: 0.0313345 | val_loss: 0.0313483 | Time: 2567.57 ms [2020-12-09 13:16:18 main:574] : INFO : Epoch 992 | loss: 0.0313411 | val_loss: 0.0313549 | Time: 2596.38 ms [2020-12-09 13:16:21 main:574] : INFO : Epoch 993 | loss: 0.031345 | val_loss: 0.0313599 | Time: 2748.59 ms [2020-12-09 13:16:24 main:574] : INFO : Epoch 994 | loss: 0.0313355 | val_loss: 0.0313402 | Time: 2590.05 ms [2020-12-09 13:16:27 main:574] : INFO : Epoch 995 | loss: 0.031331 | val_loss: 0.0313435 | Time: 2672.34 ms [2020-12-09 13:16:29 main:574] : INFO : Epoch 996 | loss: 0.0313333 | val_loss: 0.0313473 | Time: 2669.64 ms [2020-12-09 13:16:32 main:574] : INFO : Epoch 997 | loss: 0.0313485 | val_loss: 0.0313639 | Time: 2652.31 ms [2020-12-09 13:16:35 main:574] : INFO : Epoch 998 | loss: 0.0313512 | val_loss: 0.0313531 | Time: 2588.95 ms [2020-12-09 13:16:37 main:574] : INFO : Epoch 999 | loss: 0.031339 | val_loss: 0.0313474 | Time: 2664.71 ms [2020-12-09 13:16:40 main:574] : INFO : Epoch 1000 | loss: 0.0313344 | val_loss: 0.0313438 | Time: 2606.19 ms [2020-12-09 13:16:43 main:574] : INFO : Epoch 1001 | loss: 0.031332 | val_loss: 0.0313472 | Time: 2641 ms [2020-12-09 13:16:45 main:574] : INFO : Epoch 1002 | loss: 0.0313395 | val_loss: 0.0313586 | Time: 2633.44 ms [2020-12-09 13:16:48 main:574] : INFO : Epoch 1003 | loss: 0.0313454 | val_loss: 0.0313589 | Time: 2616.1 ms [2020-12-09 13:16:51 main:574] : INFO : Epoch 1004 | loss: 0.0313358 | val_loss: 0.0313446 | Time: 2509.22 ms [2020-12-09 13:16:53 main:574] : INFO : Epoch 1005 | loss: 0.0313392 | val_loss: 0.0313557 | Time: 2641.2 ms [2020-12-09 13:16:56 main:574] : INFO : Epoch 1006 | loss: 0.0313552 | val_loss: 0.0313494 | Time: 2553.06 ms [2020-12-09 13:16:58 main:574] : INFO : Epoch 1007 | loss: 0.0313356 | val_loss: 0.0313445 | Time: 2576.07 ms [2020-12-09 13:17:01 main:574] : INFO : Epoch 1008 | loss: 0.0313403 | val_loss: 0.0313527 | Time: 2555.33 ms [2020-12-09 13:17:04 main:574] : INFO : Epoch 1009 | loss: 0.031348 | val_loss: 0.0313911 | Time: 2737.75 ms [2020-12-09 13:17:06 main:574] : INFO : Epoch 1010 | loss: 0.0314192 | val_loss: 0.0314435 | Time: 2558.12 ms [2020-12-09 13:17:09 main:574] : INFO : Epoch 1011 | loss: 0.031431 | val_loss: 0.0314685 | Time: 2657.65 ms [2020-12-09 13:17:12 main:574] : INFO : Epoch 1012 | loss: 0.0316122 | val_loss: 0.0315426 | Time: 2639.98 ms [2020-12-09 13:17:14 main:574] : INFO : Epoch 1013 | loss: 0.0314659 | val_loss: 0.0313945 | Time: 2676.25 ms [2020-12-09 13:17:17 main:574] : INFO : Epoch 1014 | loss: 0.0313581 | val_loss: 0.0313467 | Time: 2586.92 ms [2020-12-09 13:17:20 main:574] : INFO : Epoch 1015 | loss: 0.0313399 | val_loss: 0.0313514 | Time: 2524.57 ms [2020-12-09 13:17:22 main:574] : INFO : Epoch 1016 | loss: 0.0313318 | val_loss: 0.0313423 | Time: 2634.35 ms [2020-12-09 13:17:25 main:574] : INFO : Epoch 1017 | loss: 0.0313328 | val_loss: 0.0313461 | Time: 2663.29 ms [2020-12-09 13:17:28 main:574] : INFO : Epoch 1018 | loss: 0.0313325 | val_loss: 0.0313386 | Time: 2635.23 ms [2020-12-09 13:17:30 main:574] : INFO : Epoch 1019 | loss: 0.031332 | val_loss: 0.0313488 | Time: 2743.47 ms [2020-12-09 13:17:33 main:574] : INFO : Epoch 1020 | loss: 0.0313306 | val_loss: 0.0313471 | Time: 2671.08 ms [2020-12-09 13:17:36 main:574] : INFO : Epoch 1021 | loss: 0.0313326 | val_loss: 0.0313413 | Time: 2642.41 ms [2020-12-09 13:17:38 main:574] : INFO : Epoch 1022 | loss: 0.0313314 | val_loss: 0.0313357 | Time: 2548.06 ms [2020-12-09 13:17:41 main:574] : INFO : Epoch 1023 | loss: 0.0313297 | val_loss: 0.0313383 | Time: 2615.69 ms [2020-12-09 13:17:44 main:574] : INFO : Epoch 1024 | loss: 0.03133 | val_loss: 0.0313384 | Time: 2588.55 ms [2020-12-09 13:17:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313384 [2020-12-09 13:17:44 main:603] : INFO : Saving end state to config to file [2020-12-09 13:17:44 main:608] : INFO : Success, exiting.. 13:17:44 (12764): 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)