Task 3725181
| Name | ParityMachine-1605152088-25048-12_1 |
| Workunit | 1832732 |
| Created | 19 Jan 2021, 18:05:39 UTC |
| Sent | 19 Jan 2021, 18:06:03 UTC |
| Report deadline | 26 Jan 2021, 18:06:03 UTC |
| Received | 20 Jan 2021, 10:10:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7892 |
| Run time | 47 min 3 sec |
| CPU time | 45 min 24 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 10,602.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.39 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.3</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 514 | loss: 0.0312464 | val_loss: 0.031245 | Time: 2712.28 ms
[2021-01-20 04:41:11 main:574] : INFO : Epoch 515 | loss: 0.031247 | val_loss: 0.0312469 | Time: 2657.66 ms
[2021-01-20 04:41:14 main:574] : INFO : Epoch 516 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 2673.03 ms
[2021-01-20 04:41:17 main:574] : INFO : Epoch 517 | loss: 0.0312463 | val_loss: 0.0312462 | Time: 2935.81 ms
[2021-01-20 04:41:20 main:574] : INFO : Epoch 518 | loss: 0.0312472 | val_loss: 0.0312457 | Time: 2621.17 ms
[2021-01-20 04:41:22 main:574] : INFO : Epoch 519 | loss: 0.0312471 | val_loss: 0.031246 | Time: 2686.98 ms
[2021-01-20 04:41:25 main:574] : INFO : Epoch 520 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 2723.94 ms
[2021-01-20 04:41:28 main:574] : INFO : Epoch 521 | loss: 0.0312461 | val_loss: 0.0312453 | Time: 2658.1 ms
[2021-01-20 04:41:30 main:574] : INFO : Epoch 522 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 2626.37 ms
[2021-01-20 04:41:33 main:574] : INFO : Epoch 523 | loss: 0.0312462 | val_loss: 0.0312451 | Time: 2678.78 ms
[2021-01-20 04:41:36 main:574] : INFO : Epoch 524 | loss: 0.0312464 | val_loss: 0.0312454 | Time: 2686.27 ms
[2021-01-20 04:41:39 main:574] : INFO : Epoch 525 | loss: 0.0312469 | val_loss: 0.0312452 | Time: 2761.93 ms
[2021-01-20 04:41:41 main:574] : INFO : Epoch 526 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 2734.17 ms
[2021-01-20 04:41:44 main:574] : INFO : Epoch 527 | loss: 0.0312469 | val_loss: 0.0312458 | Time: 2678.74 ms
[2021-01-20 04:41:47 main:574] : INFO : Epoch 528 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 2687.9 ms
[2021-01-20 04:41:50 main:574] : INFO : Epoch 529 | loss: 0.0312462 | val_loss: 0.031245 | Time: 2742.62 ms
[2021-01-20 04:41:52 main:574] : INFO : Epoch 530 | loss: 0.031246 | val_loss: 0.0312454 | Time: 2750.78 ms
[2021-01-20 04:41:55 main:574] : INFO : Epoch 531 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 2736.24 ms
[2021-01-20 04:41:58 main:574] : INFO : Epoch 532 | loss: 0.0312466 | val_loss: 0.031245 | Time: 2630.69 ms
[2021-01-20 04:42:01 main:574] : INFO : Epoch 533 | loss: 0.0312465 | val_loss: 0.0312457 | Time: 2702.27 ms
[2021-01-20 04:42:03 main:574] : INFO : Epoch 534 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 2712.8 ms
[2021-01-20 04:42:06 main:574] : INFO : Epoch 535 | loss: 0.0312467 | val_loss: 0.0312509 | Time: 2649.01 ms
[2021-01-20 04:42:09 main:574] : INFO : Epoch 536 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 2630.76 ms
[2021-01-20 04:42:11 main:574] : INFO : Epoch 537 | loss: 0.0312485 | val_loss: 0.031245 | Time: 2678.89 ms
[2021-01-20 04:42:14 main:574] : INFO : Epoch 538 | loss: 0.0312467 | val_loss: 0.0312457 | Time: 2737.55 ms
[2021-01-20 04:42:17 main:574] : INFO : Epoch 539 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 2645.59 ms
[2021-01-20 04:42:19 main:574] : INFO : Epoch 540 | loss: 0.0312464 | val_loss: 0.0312451 | Time: 2673.18 ms
[2021-01-20 04:42:22 main:574] : INFO : Epoch 541 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 2636.67 ms
[2021-01-20 04:42:25 main:574] : INFO : Epoch 542 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 2726.08 ms
[2021-01-20 04:42:28 main:574] : INFO : Epoch 543 | loss: 0.0312471 | val_loss: 0.0312464 | Time: 2719.03 ms
[2021-01-20 04:42:30 main:574] : INFO : Epoch 544 | loss: 0.031246 | val_loss: 0.031245 | Time: 2763.46 ms
[2021-01-20 04:42:33 main:574] : INFO : Epoch 545 | loss: 0.031247 | val_loss: 0.0312452 | Time: 2731.84 ms
[2021-01-20 04:42:36 main:574] : INFO : Epoch 546 | loss: 0.0312481 | val_loss: 0.0312511 | Time: 2675.99 ms
[2021-01-20 04:42:39 main:574] : INFO : Epoch 547 | loss: 0.0312474 | val_loss: 0.031246 | Time: 2692.43 ms
[2021-01-20 04:42:41 main:574] : INFO : Epoch 548 | loss: 0.0312463 | val_loss: 0.0312462 | Time: 2625.78 ms
[2021-01-20 04:42:44 main:574] : INFO : Epoch 549 | loss: 0.0312466 | val_loss: 0.0312451 | Time: 2698.34 ms
[2021-01-20 04:42:47 main:574] : INFO : Epoch 550 | loss: 0.0312469 | val_loss: 0.0312451 | Time: 2592.1 ms
[2021-01-20 04:42:49 main:574] : INFO : Epoch 551 | loss: 0.0312467 | val_loss: 0.0312451 | Time: 2673.57 ms
[2021-01-20 04:42:52 main:574] : INFO : Epoch 552 | loss: 0.0312466 | val_loss: 0.0312452 | Time: 2727.59 ms
[2021-01-20 04:42:55 main:574] : INFO : Epoch 553 | loss: 0.0312467 | val_loss: 0.0312453 | Time: 2658.45 ms
[2021-01-20 04:42:58 main:574] : INFO : Epoch 554 | loss: 0.0312474 | val_loss: 0.0312501 | Time: 2768.27 ms
[2021-01-20 04:43:00 main:574] : INFO : Epoch 555 | loss: 0.0312481 | val_loss: 0.0312504 | Time: 2698.48 ms
[2021-01-20 04:43:03 main:574] : INFO : Epoch 556 | loss: 0.0312483 | val_loss: 0.03125 | Time: 2676.74 ms
[2021-01-20 04:43:06 main:574] : INFO : Epoch 557 | loss: 0.0312471 | val_loss: 0.0312453 | Time: 2712.69 ms
[2021-01-20 04:43:08 main:574] : INFO : Epoch 558 | loss: 0.031246 | val_loss: 0.0312449 | Time: 2727.73 ms
[2021-01-20 04:43:11 main:574] : INFO : Epoch 559 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2664.07 ms
[2021-01-20 04:43:14 main:574] : INFO : Epoch 560 | loss: 0.0312467 | val_loss: 0.0312489 | Time: 2642.92 ms
[2021-01-20 04:43:16 main:574] : INFO : Epoch 561 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 2673.02 ms
[2021-01-20 04:43:19 main:574] : INFO : Epoch 562 | loss: 0.0312468 | val_loss: 0.0312453 | Time: 2701.32 ms
[2021-01-20 04:43:22 main:574] : INFO : Epoch 563 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 2613.81 ms
[2021-01-20 04:43:25 main:574] : INFO : Epoch 564 | loss: 0.0312464 | val_loss: 0.0312454 | Time: 2743.8 ms
[2021-01-20 04:43:27 main:574] : INFO : Epoch 565 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 2563.52 ms
[2021-01-20 04:43:30 main:574] : INFO : Epoch 566 | loss: 0.0312463 | val_loss: 0.0312463 | Time: 2615.61 ms
[2021-01-20 04:43:33 main:574] : INFO : Epoch 567 | loss: 0.0312464 | val_loss: 0.0312475 | Time: 2697.19 ms
[2021-01-20 04:43:35 main:574] : INFO : Epoch 568 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 2615.18 ms
[2021-01-20 04:43:38 main:574] : INFO : Epoch 569 | loss: 0.0312485 | val_loss: 0.0312504 | Time: 2713.62 ms
[2021-01-20 04:43:41 main:574] : INFO : Epoch 570 | loss: 0.0312476 | val_loss: 0.0312451 | Time: 2712.16 ms
[2021-01-20 04:43:43 main:574] : INFO : Epoch 571 | loss: 0.0312461 | val_loss: 0.0312475 | Time: 2704.18 ms
[2021-01-20 04:43:46 main:574] : INFO : Epoch 572 | loss: 0.0312467 | val_loss: 0.0312499 | Time: 2616.98 ms
[2021-01-20 04:43:49 main:574] : INFO : Epoch 573 | loss: 0.0312489 | val_loss: 0.0312457 | Time: 2652.84 ms
[2021-01-20 04:43:51 main:574] : INFO : Epoch 574 | loss: 0.0312471 | val_loss: 0.0312489 | Time: 2665.72 ms
[2021-01-20 04:43:54 main:574] : INFO : Epoch 575 | loss: 0.031247 | val_loss: 0.031245 | Time: 2665.12 ms
[2021-01-20 04:43:57 main:574] : INFO : Epoch 576 | loss: 0.0312465 | val_loss: 0.0312463 | Time: 2707.19 ms
[2021-01-20 04:44:00 main:574] : INFO : Epoch 577 | loss: 0.0312471 | val_loss: 0.031245 | Time: 2658.77 ms
[2021-01-20 04:44:02 main:574] : INFO : Epoch 578 | loss: 0.0312468 | val_loss: 0.0312458 | Time: 2719.32 ms
[2021-01-20 04:44:05 main:574] : INFO : Epoch 579 | loss: 0.0312461 | val_loss: 0.0312451 | Time: 2690.03 ms
[2021-01-20 04:44:08 main:574] : INFO : Epoch 580 | loss: 0.0312469 | val_loss: 0.0312534 | Time: 2710.26 ms
[2021-01-20 04:44:11 main:574] : INFO : Epoch 581 | loss: 0.0312483 | val_loss: 0.0312462 | Time: 2745.13 ms
[2021-01-20 04:44:13 main:574] : INFO : Epoch 582 | loss: 0.0312477 | val_loss: 0.031246 | Time: 2677.47 ms
[2021-01-20 04:44:16 main:574] : INFO : Epoch 583 | loss: 0.031247 | val_loss: 0.0312454 | Time: 2694.07 ms
[2021-01-20 04:44:19 main:574] : INFO : Epoch 584 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 2694.55 ms
[2021-01-20 04:44:21 main:574] : INFO : Epoch 585 | loss: 0.031246 | val_loss: 0.0312452 | Time: 2669.04 ms
[2021-01-20 04:44:24 main:574] : INFO : Epoch 586 | loss: 0.031247 | val_loss: 0.0312457 | Time: 2651.65 ms
[2021-01-20 04:44:27 main:574] : INFO : Epoch 587 | loss: 0.0312465 | val_loss: 0.0312453 | Time: 2649.4 ms
[2021-01-20 04:44:30 main:574] : INFO : Epoch 588 | loss: 0.0312469 | val_loss: 0.0312467 | Time: 2753.23 ms
[2021-01-20 04:44:32 main:574] : INFO : Epoch 589 | loss: 0.0312487 | val_loss: 0.0312454 | Time: 2724.59 ms
[2021-01-20 04:44:35 main:574] : INFO : Epoch 590 | loss: 0.0312473 | val_loss: 0.031246 | Time: 2788 ms
[2021-01-20 04:44:38 main:574] : INFO : Epoch 591 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 2595.66 ms
[2021-01-20 04:44:41 main:574] : INFO : Epoch 592 | loss: 0.0312477 | val_loss: 0.0312517 | Time: 2730.6 ms
[2021-01-20 04:44:43 main:574] : INFO : Epoch 593 | loss: 0.0312475 | val_loss: 0.0312454 | Time: 2780.44 ms
[2021-01-20 04:44:46 main:574] : INFO : Epoch 594 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 2698.19 ms
[2021-01-20 04:44:49 main:574] : INFO : Epoch 595 | loss: 0.0312474 | val_loss: 0.0312461 | Time: 2689.11 ms
[2021-01-20 04:44:52 main:574] : INFO : Epoch 596 | loss: 0.0312477 | val_loss: 0.0312462 | Time: 2719.76 ms
[2021-01-20 04:44:54 main:574] : INFO : Epoch 597 | loss: 0.0312494 | val_loss: 0.0312464 | Time: 2659.16 ms
[2021-01-20 04:44:57 main:574] : INFO : Epoch 598 | loss: 0.0312484 | val_loss: 0.0312466 | Time: 2681.55 ms
[2021-01-20 04:45:00 main:574] : INFO : Epoch 599 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 2692.27 ms
[2021-01-20 04:45:03 main:574] : INFO : Epoch 600 | loss: 0.0312465 | val_loss: 0.0312466 | Time: 2878.7 ms
[2021-01-20 04:45:05 main:574] : INFO : Epoch 601 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 2675.89 ms
[2021-01-20 04:45:08 main:574] : INFO : Epoch 602 | loss: 0.0312482 | val_loss: 0.0312459 | Time: 2686.97 ms
[2021-01-20 04:45:11 main:574] : INFO : Epoch 603 | loss: 0.0312463 | val_loss: 0.031245 | Time: 2710.57 ms
[2021-01-20 04:45:13 main:574] : INFO : Epoch 604 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 2692.94 ms
[2021-01-20 04:45:16 main:574] : INFO : Epoch 605 | loss: 0.0312466 | val_loss: 0.0312491 | Time: 2897.76 ms
[2021-01-20 04:45:19 main:574] : INFO : Epoch 606 | loss: 0.0312482 | val_loss: 0.0312454 | Time: 2729.34 ms
[2021-01-20 04:45:22 main:574] : INFO : Epoch 607 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 2770.43 ms
[2021-01-20 04:45:25 main:574] : INFO : Epoch 608 | loss: 0.031247 | val_loss: 0.0312478 | Time: 2654.47 ms
[2021-01-20 04:45:27 main:574] : INFO : Epoch 609 | loss: 0.0312466 | val_loss: 0.0312469 | Time: 2754.92 ms
[2021-01-20 04:45:30 main:574] : INFO : Epoch 610 | loss: 0.0312489 | val_loss: 0.0312518 | Time: 2743.33 ms
[2021-01-20 04:45:33 main:574] : INFO : Epoch 611 | loss: 0.0312476 | val_loss: 0.0312456 | Time: 2685.43 ms
[2021-01-20 04:45:36 main:574] : INFO : Epoch 612 | loss: 0.0312467 | val_loss: 0.0312452 | Time: 2692.99 ms
[2021-01-20 04:45:38 main:574] : INFO : Epoch 613 | loss: 0.0312463 | val_loss: 0.031247 | Time: 2637.14 ms
[2021-01-20 04:45:41 main:574] : INFO : Epoch 614 | loss: 0.0312466 | val_loss: 0.0312483 | Time: 2706.28 ms
[2021-01-20 04:45:44 main:574] : INFO : Epoch 615 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 2680.34 ms
[2021-01-20 04:45:46 main:574] : INFO : Epoch 616 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 2682.84 ms
[2021-01-20 04:45:49 main:574] : INFO : Epoch 617 | loss: 0.0312466 | val_loss: 0.031248 | Time: 2702.41 ms
[2021-01-20 04:45:52 main:574] : INFO : Epoch 618 | loss: 0.0312465 | val_loss: 0.0312457 | Time: 2675.71 ms
[2021-01-20 04:45:55 main:574] : INFO : Epoch 619 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 2678.2 ms
[2021-01-20 04:45:57 main:574] : INFO : Epoch 620 | loss: 0.0312465 | val_loss: 0.031245 | Time: 2727.22 ms
[2021-01-20 04:46:00 main:574] : INFO : Epoch 621 | loss: 0.031247 | val_loss: 0.0312449 | Time: 2675.02 ms
[2021-01-20 04:46:03 main:574] : INFO : Epoch 622 | loss: 0.0312475 | val_loss: 0.0312467 | Time: 2647.72 ms
[2021-01-20 04:46:05 main:574] : INFO : Epoch 623 | loss: 0.031246 | val_loss: 0.031245 | Time: 2716.03 ms
[2021-01-20 04:46:08 main:574] : INFO : Epoch 624 | loss: 0.0312464 | val_loss: 0.0312462 | Time: 2712.64 ms
[2021-01-20 04:46:11 main:574] : INFO : Epoch 625 | loss: 0.0312466 | val_loss: 0.0312461 | Time: 2650.9 ms
[2021-01-20 04:46:13 main:574] : INFO : Epoch 626 | loss: 0.0312471 | val_loss: 0.031247 | Time: 2638.94 ms
[2021-01-20 04:46:16 main:574] : INFO : Epoch 627 | loss: 0.0312481 | val_loss: 0.0312494 | Time: 2677.54 ms
[2021-01-20 04:46:19 main:574] : INFO : Epoch 628 | loss: 0.0312488 | val_loss: 0.0312511 | Time: 2665.13 ms
[2021-01-20 04:46:22 main:574] : INFO : Epoch 629 | loss: 0.0312469 | val_loss: 0.0312449 | Time: 2726.03 ms
[2021-01-20 04:46:24 main:574] : INFO : Epoch 630 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 2600.15 ms
[2021-01-20 04:46:27 main:574] : INFO : Epoch 631 | loss: 0.0312476 | val_loss: 0.0312466 | Time: 2733.96 ms
[2021-01-20 04:46:30 main:574] : INFO : Epoch 632 | loss: 0.0312487 | val_loss: 0.0312472 | Time: 2657.86 ms
[2021-01-20 04:46:32 main:574] : INFO : Epoch 633 | loss: 0.0312489 | val_loss: 0.0312507 | Time: 2715.26 ms
[2021-01-20 04:46:35 main:574] : INFO : Epoch 634 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 2688.63 ms
[2021-01-20 04:46:38 main:574] : INFO : Epoch 635 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 2748.07 ms
[2021-01-20 04:46:41 main:574] : INFO : Epoch 636 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 2673.58 ms
[2021-01-20 04:46:43 main:574] : INFO : Epoch 637 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 2737.39 ms
[2021-01-20 04:46:46 main:574] : INFO : Epoch 638 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 2724.27 ms
[2021-01-20 04:46:49 main:574] : INFO : Epoch 639 | loss: 0.0312476 | val_loss: 0.0312492 | Time: 2630.55 ms
[2021-01-20 04:46:51 main:574] : INFO : Epoch 640 | loss: 0.031247 | val_loss: 0.0312456 | Time: 2681.04 ms
[2021-01-20 04:46:54 main:574] : INFO : Epoch 641 | loss: 0.0312465 | val_loss: 0.0312449 | Time: 2680.51 ms
[2021-01-20 04:46:57 main:574] : INFO : Epoch 642 | loss: 0.0312465 | val_loss: 0.031246 | Time: 2627.47 ms
[2021-01-20 04:47:00 main:574] : INFO : Epoch 643 | loss: 0.0312468 | val_loss: 0.0312457 | Time: 2702.24 ms
[2021-01-20 04:47:02 main:574] : INFO : Epoch 644 | loss: 0.0312466 | val_loss: 0.0312469 | Time: 2631.41 ms
[2021-01-20 04:47:05 main:574] : INFO : Epoch 645 | loss: 0.0312471 | val_loss: 0.0312462 | Time: 2688.74 ms
[2021-01-20 04:47:08 main:574] : INFO : Epoch 646 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 2669.91 ms
[2021-01-20 04:47:10 main:574] : INFO : Epoch 647 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 2701.2 ms
[2021-01-20 04:47:13 main:574] : INFO : Epoch 648 | loss: 0.0312524 | val_loss: 0.0312458 | Time: 2662.08 ms
[2021-01-20 04:47:16 main:574] : INFO : Epoch 649 | loss: 0.0312508 | val_loss: 0.0312452 | Time: 2711.27 ms
[2021-01-20 04:47:19 main:574] : INFO : Epoch 650 | loss: 0.0312465 | val_loss: 0.0312469 | Time: 2693.14 ms
[2021-01-20 04:47:21 main:574] : INFO : Epoch 651 | loss: 0.0312459 | val_loss: 0.0312449 | Time: 2705.24 ms
[2021-01-20 04:47:24 main:574] : INFO : Epoch 652 | loss: 0.0312466 | val_loss: 0.031246 | Time: 2636.01 ms
[2021-01-20 04:47:27 main:574] : INFO : Epoch 653 | loss: 0.0312476 | val_loss: 0.0312493 | Time: 2704.29 ms
[2021-01-20 04:47:29 main:574] : INFO : Epoch 654 | loss: 0.0312479 | val_loss: 0.0312458 | Time: 2617.76 ms
[2021-01-20 04:47:32 main:574] : INFO : Epoch 655 | loss: 0.0312466 | val_loss: 0.0312476 | Time: 2645.77 ms
[2021-01-20 04:47:35 main:574] : INFO : Epoch 656 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 2736.75 ms
[2021-01-20 04:47:37 main:574] : INFO : Epoch 657 | loss: 0.0312481 | val_loss: 0.0312454 | Time: 2733.02 ms
[2021-01-20 04:47:40 main:574] : INFO : Epoch 658 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 2619.51 ms
[2021-01-20 04:47:43 main:574] : INFO : Epoch 659 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 2746.55 ms
[2021-01-20 04:47:46 main:574] : INFO : Epoch 660 | loss: 0.031247 | val_loss: 0.0312457 | Time: 2719.43 ms
[2021-01-20 04:47:48 main:574] : INFO : Epoch 661 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 2692.02 ms
[2021-01-20 04:47:51 main:574] : INFO : Epoch 662 | loss: 0.0312471 | val_loss: 0.0312484 | Time: 2731.18 ms
[2021-01-20 04:47:54 main:574] : INFO : Epoch 663 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 2773.21 ms
[2021-01-20 04:47:57 main:574] : INFO : Epoch 664 | loss: 0.0312478 | val_loss: 0.0312451 | Time: 2748.57 ms
[2021-01-20 04:47:59 main:574] : INFO : Epoch 665 | loss: 0.031248 | val_loss: 0.0312465 | Time: 2675 ms
[2021-01-20 04:48:02 main:574] : INFO : Epoch 666 | loss: 0.0312473 | val_loss: 0.0312454 | Time: 2678.42 ms
[2021-01-20 04:48:05 main:574] : INFO : Epoch 667 | loss: 0.0312472 | val_loss: 0.0312455 | Time: 2759.82 ms
[2021-01-20 04:48:08 main:574] : INFO : Epoch 668 | loss: 0.0312462 | val_loss: 0.0312451 | Time: 2702.85 ms
[2021-01-20 04:48:10 main:574] : INFO : Epoch 669 | loss: 0.0312469 | val_loss: 0.031247 | Time: 2717.54 ms
[2021-01-20 04:48:13 main:574] : INFO : Epoch 670 | loss: 0.0312472 | val_loss: 0.031245 | Time: 2760.11 ms
[2021-01-20 04:48:16 main:574] : INFO : Epoch 671 | loss: 0.0312467 | val_loss: 0.0312477 | Time: 2680.07 ms
[2021-01-20 04:48:19 main:574] : INFO : Epoch 672 | loss: 0.0312478 | val_loss: 0.0312462 | Time: 2728.86 ms
[2021-01-20 04:48:21 main:574] : INFO : Epoch 673 | loss: 0.0312476 | val_loss: 0.0312466 | Time: 2700.04 ms
[2021-01-20 04:48:24 main:574] : INFO : Epoch 674 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 2683.6 ms
[2021-01-20 04:48:27 main:574] : INFO : Epoch 675 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 2681.22 ms
[2021-01-20 04:48:30 main:574] : INFO : Epoch 676 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 2721.01 ms
[2021-01-20 04:48:32 main:574] : INFO : Epoch 677 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 2736.31 ms
[2021-01-20 04:48:35 main:574] : INFO : Epoch 678 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 2706.71 ms
[2021-01-20 04:48:38 main:574] : INFO : Epoch 679 | loss: 0.03125 | val_loss: 0.03125 | Time: 2692.36 ms
[2021-01-20 04:48:41 main:574] : INFO : Epoch 680 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 2750.05 ms
[2021-01-20 04:48:43 main:574] : INFO : Epoch 681 | loss: 0.03125 | val_loss: 0.0312492 | Time: 2671.27 ms
[2021-01-20 04:48:46 main:574] : INFO : Epoch 682 | loss: 0.0312473 | val_loss: 0.0312492 | Time: 2716.24 ms
[2021-01-20 04:48:49 main:574] : INFO : Epoch 683 | loss: 0.0312488 | val_loss: 0.0312467 | Time: 2678.85 ms
[2021-01-20 04:48:51 main:574] : INFO : Epoch 684 | loss: 0.0312475 | val_loss: 0.0312485 | Time: 2744.53 ms
[2021-01-20 04:48:54 main:574] : INFO : Epoch 685 | loss: 0.0312469 | val_loss: 0.0312457 | Time: 2738.13 ms
[2021-01-20 04:48:57 main:574] : INFO : Epoch 686 | loss: 0.0312485 | val_loss: 0.0312462 | Time: 2693.12 ms
[2021-01-20 04:49:00 main:574] : INFO : Epoch 687 | loss: 0.0312467 | val_loss: 0.0312449 | Time: 2726.55 ms
[2021-01-20 04:49:02 main:574] : INFO : Epoch 688 | loss: 0.0312464 | val_loss: 0.0312462 | Time: 2666.42 ms
[2021-01-20 04:49:05 main:574] : INFO : Epoch 689 | loss: 0.0312473 | val_loss: 0.0312461 | Time: 2778.71 ms
[2021-01-20 04:49:08 main:574] : INFO : Epoch 690 | loss: 0.0312469 | val_loss: 0.031245 | Time: 2633.99 ms
[2021-01-20 04:49:11 main:574] : INFO : Epoch 691 | loss: 0.0312479 | val_loss: 0.0312485 | Time: 2687.87 ms
[2021-01-20 04:49:13 main:574] : INFO : Epoch 692 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 2742.92 ms
[2021-01-20 04:49:16 main:574] : INFO : Epoch 693 | loss: 0.0312512 | val_loss: 0.0312452 | Time: 2586.17 ms
[2021-01-20 04:49:19 main:574] : INFO : Epoch 694 | loss: 0.0312475 | val_loss: 0.0312487 | Time: 2603.85 ms
[2021-01-20 04:49:21 main:574] : INFO : Epoch 695 | loss: 0.0312485 | val_loss: 0.0312471 | Time: 2513.2 ms
[2021-01-20 04:49:24 main:574] : INFO : Epoch 696 | loss: 0.0312499 | val_loss: 0.0312487 | Time: 2586.87 ms
[2021-01-20 04:49:26 main:574] : INFO : Epoch 697 | loss: 0.03125 | val_loss: 0.0312469 | Time: 2631.84 ms
[2021-01-20 04:49:29 main:574] : INFO : Epoch 698 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 2609.38 ms
[2021-01-20 04:49:32 main:574] : INFO : Epoch 699 | loss: 0.031247 | val_loss: 0.0312455 | Time: 2576.53 ms
[2021-01-20 04:49:34 main:574] : INFO : Epoch 700 | loss: 0.0312461 | val_loss: 0.0312464 | Time: 2694.63 ms
[2021-01-20 04:49:37 main:574] : INFO : Epoch 701 | loss: 0.0312471 | val_loss: 0.0312457 | Time: 2737.67 ms
[2021-01-20 04:49:40 main:574] : INFO : Epoch 702 | loss: 0.0312476 | val_loss: 0.031245 | Time: 2666.81 ms
[2021-01-20 04:49:43 main:574] : INFO : Epoch 703 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 2679.5 ms
[2021-01-20 04:49:45 main:574] : INFO : Epoch 704 | loss: 0.031246 | val_loss: 0.0312467 | Time: 2711.71 ms
[2021-01-20 04:49:48 main:574] : INFO : Epoch 705 | loss: 0.0312471 | val_loss: 0.0312451 | Time: 2749.42 ms
[2021-01-20 04:49:51 main:574] : INFO : Epoch 706 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 2712.8 ms
[2021-01-20 04:49:54 main:574] : INFO : Epoch 707 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 2697.58 ms
[2021-01-20 04:49:56 main:574] : INFO : Epoch 708 | loss: 0.0312481 | val_loss: 0.0312461 | Time: 2623.8 ms
[2021-01-20 04:49:59 main:574] : INFO : Epoch 709 | loss: 0.031247 | val_loss: 0.0312489 | Time: 2783.73 ms
[2021-01-20 04:50:02 main:574] : INFO : Epoch 710 | loss: 0.0312477 | val_loss: 0.0312465 | Time: 2745.86 ms
[2021-01-20 04:50:05 main:574] : INFO : Epoch 711 | loss: 0.0312471 | val_loss: 0.0312461 | Time: 2722.57 ms
[2021-01-20 04:50:07 main:574] : INFO : Epoch 712 | loss: 0.0312467 | val_loss: 0.0312454 | Time: 2862.73 ms
[2021-01-20 04:50:10 main:574] : INFO : Epoch 713 | loss: 0.0312472 | val_loss: 0.0312451 | Time: 2713.57 ms
[2021-01-20 04:50:13 main:574] : INFO : Epoch 714 | loss: 0.0312476 | val_loss: 0.0312459 | Time: 2680.84 ms
[2021-01-20 04:50:16 main:574] : INFO : Epoch 715 | loss: 0.031249 | val_loss: 0.0312508 | Time: 2711.18 ms
[2021-01-20 04:50:18 main:574] : INFO : Epoch 716 | loss: 0.0312488 | val_loss: 0.0312453 | Time: 2670.24 ms
[2021-01-20 04:50:21 main:574] : INFO : Epoch 717 | loss: 0.0312475 | val_loss: 0.0312458 | Time: 2708.59 ms
[2021-01-20 04:50:24 main:574] : INFO : Epoch 718 | loss: 0.0312476 | val_loss: 0.0312455 | Time: 2871.03 ms
[2021-01-20 04:50:27 main:574] : INFO : Epoch 719 | loss: 0.0312484 | val_loss: 0.0312467 | Time: 3070.54 ms
[2021-01-20 04:50:30 main:574] : INFO : Epoch 720 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 2756.59 ms
[2021-01-20 04:50:33 main:574] : INFO : Epoch 721 | loss: 0.0312466 | val_loss: 0.031245 | Time: 2884.38 ms
[2021-01-20 04:50:36 main:574] : INFO : Epoch 722 | loss: 0.0312467 | val_loss: 0.0312479 | Time: 2740.22 ms
[2021-01-20 04:50:38 main:574] : INFO : Epoch 723 | loss: 0.0312471 | val_loss: 0.031245 | Time: 2735.13 ms
[2021-01-20 04:50:41 main:574] : INFO : Epoch 724 | loss: 0.0312496 | val_loss: 0.031247 | Time: 2759.17 ms
[2021-01-20 04:50:44 main:574] : INFO : Epoch 725 | loss: 0.0312467 | val_loss: 0.0312451 | Time: 2691.44 ms
[2021-01-20 04:50:47 main:574] : INFO : Epoch 726 | loss: 0.0312465 | val_loss: 0.0312452 | Time: 2699.01 ms
[2021-01-20 04:50:49 main:574] : INFO : Epoch 727 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 2728.29 ms
[2021-01-20 04:50:52 main:574] : INFO : Epoch 728 | loss: 0.0312481 | val_loss: 0.0312451 | Time: 2682.27 ms
[2021-01-20 04:50:55 main:574] : INFO : Epoch 729 | loss: 0.0312462 | val_loss: 0.0312479 | Time: 2689.22 ms
[2021-01-20 04:50:57 main:574] : INFO : Epoch 730 | loss: 0.0312468 | val_loss: 0.0312453 | Time: 2711.22 ms
[2021-01-20 04:51:01 main:574] : INFO : Epoch 731 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 3121.26 ms
[2021-01-20 04:51:03 main:574] : INFO : Epoch 732 | loss: 0.0312487 | val_loss: 0.0312463 | Time: 2765.05 ms
[2021-01-20 04:51:06 main:574] : INFO : Epoch 733 | loss: 0.0312467 | val_loss: 0.0312453 | Time: 2976.25 ms
[2021-01-20 04:51:09 main:574] : INFO : Epoch 734 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 2746.56 ms
[2021-01-20 04:51:12 main:574] : INFO : Epoch 735 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 2721.82 ms
[2021-01-20 04:51:15 main:574] : INFO : Epoch 736 | loss: 0.031247 | val_loss: 0.0312464 | Time: 2694.33 ms
[2021-01-20 04:51:17 main:574] : INFO : Epoch 737 | loss: 0.0312487 | val_loss: 0.0312475 | Time: 2673.2 ms
[2021-01-20 04:51:20 main:574] : INFO : Epoch 738 | loss: 0.0312469 | val_loss: 0.031245 | Time: 2626.31 ms
[2021-01-20 04:51:23 main:574] : INFO : Epoch 739 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2706.17 ms
[2021-01-20 04:51:25 main:574] : INFO : Epoch 740 | loss: 0.0312462 | val_loss: 0.0312452 | Time: 2585.67 ms
[2021-01-20 04:51:28 main:574] : INFO : Epoch 741 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 2733.87 ms
[2021-01-20 04:51:31 main:574] : INFO : Epoch 742 | loss: 0.0312472 | val_loss: 0.0312453 | Time: 2627.65 ms
[2021-01-20 04:51:33 main:574] : INFO : Epoch 743 | loss: 0.0312468 | val_loss: 0.0312467 | Time: 2708.91 ms
[2021-01-20 04:51:36 main:574] : INFO : Epoch 744 | loss: 0.0312463 | val_loss: 0.0312449 | Time: 2683.08 ms
[2021-01-20 04:51:39 main:574] : INFO : Epoch 745 | loss: 0.0312482 | val_loss: 0.0312543 | Time: 2700.49 ms
[2021-01-20 04:51:42 main:574] : INFO : Epoch 746 | loss: 0.031249 | val_loss: 0.0312493 | Time: 2690.42 ms
[2021-01-20 04:51:44 main:574] : INFO : Epoch 747 | loss: 0.0312491 | val_loss: 0.0312465 | Time: 2619.19 ms
[2021-01-20 04:51:47 main:574] : INFO : Epoch 748 | loss: 0.0312479 | val_loss: 0.0312449 | Time: 2946.47 ms
[2021-01-20 04:51:50 main:574] : INFO : Epoch 749 | loss: 0.0312463 | val_loss: 0.0312478 | Time: 2751.16 ms
[2021-01-20 04:51:53 main:574] : INFO : Epoch 750 | loss: 0.0312471 | val_loss: 0.0312478 | Time: 2678.66 ms
[2021-01-20 04:51:56 main:574] : INFO : Epoch 751 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 2773.54 ms
[2021-01-20 04:51:58 main:574] : INFO : Epoch 752 | loss: 0.0312466 | val_loss: 0.0312505 | Time: 2686.25 ms
[2021-01-20 04:52:01 main:574] : INFO : Epoch 753 | loss: 0.0312481 | val_loss: 0.0312457 | Time: 2724.62 ms
[2021-01-20 04:52:04 main:574] : INFO : Epoch 754 | loss: 0.031247 | val_loss: 0.0312456 | Time: 2653.49 ms
[2021-01-20 04:52:06 main:574] : INFO : Epoch 755 | loss: 0.0312476 | val_loss: 0.0312458 | Time: 2710.75 ms
[2021-01-20 04:52:09 main:574] : INFO : Epoch 756 | loss: 0.0312473 | val_loss: 0.0312454 | Time: 2706.14 ms
[2021-01-20 04:52:12 main:574] : INFO : Epoch 757 | loss: 0.0312465 | val_loss: 0.0312452 | Time: 2698.33 ms
[2021-01-20 04:52:15 main:574] : INFO : Epoch 758 | loss: 0.0312467 | val_loss: 0.0312453 | Time: 2699.52 ms
[2021-01-20 04:52:17 main:574] : INFO : Epoch 759 | loss: 0.0312471 | val_loss: 0.0312453 | Time: 2614.28 ms
[2021-01-20 04:52:20 main:574] : INFO : Epoch 760 | loss: 0.0312458 | val_loss: 0.0312456 | Time: 2682.37 ms
[2021-01-20 04:52:23 main:574] : INFO : Epoch 761 | loss: 0.0312485 | val_loss: 0.0312458 | Time: 2692.02 ms
[2021-01-20 04:52:25 main:574] : INFO : Epoch 762 | loss: 0.0312468 | val_loss: 0.031246 | Time: 2632.4 ms
[2021-01-20 04:52:28 main:574] : INFO : Epoch 763 | loss: 0.0312483 | val_loss: 0.0312514 | Time: 2704.56 ms
[2021-01-20 04:52:31 main:574] : INFO : Epoch 764 | loss: 0.0312493 | val_loss: 0.0312465 | Time: 2652.87 ms
[2021-01-20 04:52:34 main:574] : INFO : Epoch 765 | loss: 0.031248 | val_loss: 0.0312498 | Time: 2699.54 ms
[2021-01-20 04:52:36 main:574] : INFO : Epoch 766 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 2667.91 ms
[2021-01-20 04:52:39 main:574] : INFO : Epoch 767 | loss: 0.0312486 | val_loss: 0.0312474 | Time: 2694.04 ms
[2021-01-20 04:52:42 main:574] : INFO : Epoch 768 | loss: 0.0312476 | val_loss: 0.031247 | Time: 2682.71 ms
[2021-01-20 04:52:44 main:574] : INFO : Epoch 769 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 2654.59 ms
[2021-01-20 04:52:47 main:574] : INFO : Epoch 770 | loss: 0.0312463 | val_loss: 0.0312452 | Time: 2764.37 ms
[2021-01-20 04:52:50 main:574] : INFO : Epoch 771 | loss: 0.031246 | val_loss: 0.0312452 | Time: 2671.11 ms
[2021-01-20 04:52:52 main:574] : INFO : Epoch 772 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 2620.55 ms
[2021-01-20 04:52:55 main:574] : INFO : Epoch 773 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 2640.89 ms
[2021-01-20 04:52:58 main:574] : INFO : Epoch 774 | loss: 0.0312498 | val_loss: 0.0312522 | Time: 2779.49 ms
[2021-01-20 04:53:01 main:574] : INFO : Epoch 775 | loss: 0.031248 | val_loss: 0.0312455 | Time: 2630.61 ms
[2021-01-20 04:53:03 main:574] : INFO : Epoch 776 | loss: 0.0312464 | val_loss: 0.0312456 | Time: 2668.99 ms
[2021-01-20 04:53:06 main:574] : INFO : Epoch 777 | loss: 0.0312469 | val_loss: 0.0312475 | Time: 2767.08 ms
[2021-01-20 04:53:09 main:574] : INFO : Epoch 778 | loss: 0.031248 | val_loss: 0.0312573 | Time: 2726.73 ms
[2021-01-20 04:53:12 main:574] : INFO : Epoch 779 | loss: 0.0312487 | val_loss: 0.0312487 | Time: 2697.7 ms
[2021-01-20 04:53:14 main:574] : INFO : Epoch 780 | loss: 0.0312472 | val_loss: 0.0312476 | Time: 2670.14 ms
[2021-01-20 04:53:17 main:574] : INFO : Epoch 781 | loss: 0.031247 | val_loss: 0.0312459 | Time: 2712.55 ms
[2021-01-20 04:53:20 main:574] : INFO : Epoch 782 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 2677.51 ms
[2021-01-20 04:53:22 main:574] : INFO : Epoch 783 | loss: 0.0312466 | val_loss: 0.0312453 | Time: 2655.14 ms
[2021-01-20 04:53:25 main:574] : INFO : Epoch 784 | loss: 0.0312463 | val_loss: 0.0312483 | Time: 2611.6 ms
[2021-01-20 04:53:28 main:574] : INFO : Epoch 785 | loss: 0.0312465 | val_loss: 0.0312457 | Time: 2685.04 ms
[2021-01-20 04:53:31 main:574] : INFO : Epoch 786 | loss: 0.0312471 | val_loss: 0.031246 | Time: 2748.42 ms
[2021-01-20 04:53:33 main:574] : INFO : Epoch 787 | loss: 0.0312471 | val_loss: 0.0312464 | Time: 2670.36 ms
[2021-01-20 04:53:36 main:574] : INFO : Epoch 788 | loss: 0.0312476 | val_loss: 0.0312456 | Time: 2772.82 ms
[2021-01-20 04:53:39 main:574] : INFO : Epoch 789 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 2653.16 ms
[2021-01-20 04:53:41 main:574] : INFO : Epoch 790 | loss: 0.031247 | val_loss: 0.0312459 | Time: 2711.17 ms
[2021-01-20 04:53:44 main:574] : INFO : Epoch 791 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 2672.27 ms
[2021-01-20 04:53:47 main:574] : INFO : Epoch 792 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 2708.13 ms
[2021-01-20 04:53:50 main:574] : INFO : Epoch 793 | loss: 0.0312464 | val_loss: 0.0312464 | Time: 2738.35 ms
[2021-01-20 04:53:52 main:574] : INFO : Epoch 794 | loss: 0.0312476 | val_loss: 0.0312483 | Time: 2769.7 ms
[2021-01-20 04:53:55 main:574] : INFO : Epoch 795 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 2699.73 ms
[2021-01-20 04:53:58 main:574] : INFO : Epoch 796 | loss: 0.031247 | val_loss: 0.0312463 | Time: 2708.59 ms
[2021-01-20 04:54:01 main:574] : INFO : Epoch 797 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 2615.7 ms
[2021-01-20 04:54:03 main:574] : INFO : Epoch 798 | loss: 0.0312466 | val_loss: 0.0312489 | Time: 2738.55 ms
[2021-01-20 04:54:06 main:574] : INFO : Epoch 799 | loss: 0.031247 | val_loss: 0.0312471 | Time: 2654.3 ms
[2021-01-20 04:54:09 main:574] : INFO : Epoch 800 | loss: 0.0312476 | val_loss: 0.0312452 | Time: 2662.18 ms
[2021-01-20 04:54:11 main:574] : INFO : Epoch 801 | loss: 0.0312467 | val_loss: 0.0312452 | Time: 2675.75 ms
[2021-01-20 04:54:14 main:574] : INFO : Epoch 802 | loss: 0.0312469 | val_loss: 0.0312465 | Time: 2663.75 ms
[2021-01-20 04:54:17 main:574] : INFO : Epoch 803 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 2722.53 ms
[2021-01-20 04:54:20 main:574] : INFO : Epoch 804 | loss: 0.0312477 | val_loss: 0.0312449 | Time: 2730.34 ms
[2021-01-20 04:54:22 main:574] : INFO : Epoch 805 | loss: 0.0312482 | val_loss: 0.0312467 | Time: 2648.57 ms
[2021-01-20 04:54:25 main:574] : INFO : Epoch 806 | loss: 0.0312469 | val_loss: 0.031246 | Time: 2672.23 ms
[2021-01-20 04:54:28 main:574] : INFO : Epoch 807 | loss: 0.0312468 | val_loss: 0.031247 | Time: 2772.99 ms
[2021-01-20 04:54:31 main:574] : INFO : Epoch 808 | loss: 0.0312484 | val_loss: 0.0312533 | Time: 2714.83 ms
[2021-01-20 04:54:33 main:574] : INFO : Epoch 809 | loss: 0.0312506 | val_loss: 0.0312477 | Time: 2680.87 ms
[2021-01-20 04:54:36 main:574] : INFO : Epoch 810 | loss: 0.0312467 | val_loss: 0.0312459 | Time: 2700.5 ms
[2021-01-20 04:54:39 main:574] : INFO : Epoch 811 | loss: 0.0312474 | val_loss: 0.0312453 | Time: 2688.67 ms
[2021-01-20 04:54:41 main:574] : INFO : Epoch 812 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 2709.42 ms
[2021-01-20 04:54:44 main:574] : INFO : Epoch 813 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 2737.4 ms
[2021-01-20 04:54:47 main:574] : INFO : Epoch 814 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 2881.27 ms
[2021-01-20 04:54:50 main:574] : INFO : Epoch 815 | loss: 0.0312469 | val_loss: 0.0312452 | Time: 2734.76 ms
[2021-01-20 04:54:53 main:574] : INFO : Epoch 816 | loss: 0.0312461 | val_loss: 0.0312476 | Time: 2755.37 ms
[2021-01-20 04:54:55 main:574] : INFO : Epoch 817 | loss: 0.0312467 | val_loss: 0.0312466 | Time: 2679.45 ms
[2021-01-20 04:54:58 main:574] : INFO : Epoch 818 | loss: 0.0312469 | val_loss: 0.031245 | Time: 2746.3 ms
[2021-01-20 04:55:01 main:574] : INFO : Epoch 819 | loss: 0.0312464 | val_loss: 0.0312475 | Time: 2705.03 ms
[2021-01-20 04:55:04 main:574] : INFO : Epoch 820 | loss: 0.0312471 | val_loss: 0.0312461 | Time: 2726.33 ms
[2021-01-20 04:55:07 main:574] : INFO : Epoch 821 | loss: 0.0312482 | val_loss: 0.0312455 | Time: 2808.58 ms
[2021-01-20 04:55:09 main:574] : INFO : Epoch 822 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 2654.01 ms
[2021-01-20 04:55:12 main:574] : INFO : Epoch 823 | loss: 0.0312465 | val_loss: 0.0312452 | Time: 2721.2 ms
[2021-01-20 04:55:15 main:574] : INFO : Epoch 824 | loss: 0.0312467 | val_loss: 0.0312471 | Time: 2939.3 ms
[2021-01-20 04:55:18 main:574] : INFO : Epoch 825 | loss: 0.0312477 | val_loss: 0.0312451 | Time: 2744.2 ms
[2021-01-20 04:55:20 main:574] : INFO : Epoch 826 | loss: 0.031247 | val_loss: 0.0312455 | Time: 2734.41 ms
[2021-01-20 04:55:23 main:574] : INFO : Epoch 827 | loss: 0.0312459 | val_loss: 0.0312449 | Time: 2691.72 ms
[2021-01-20 04:55:26 main:574] : INFO : Epoch 828 | loss: 0.0312486 | val_loss: 0.0312476 | Time: 2653.77 ms
[2021-01-20 04:55:29 main:574] : INFO : Epoch 829 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 2742.66 ms
[2021-01-20 04:55:31 main:574] : INFO : Epoch 830 | loss: 0.0312479 | val_loss: 0.0312466 | Time: 2707.5 ms
[2021-01-20 04:55:34 main:574] : INFO : Epoch 831 | loss: 0.0312468 | val_loss: 0.0312471 | Time: 2647.29 ms
[2021-01-20 04:55:37 main:574] : INFO : Epoch 832 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 2652.27 ms
[2021-01-20 04:55:40 main:574] : INFO : Epoch 833 | loss: 0.0312473 | val_loss: 0.0312483 | Time: 2836.19 ms
[2021-01-20 04:55:43 main:574] : INFO : Epoch 834 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 2976.5 ms
[2021-01-20 04:55:46 main:574] : INFO : Epoch 835 | loss: 0.0312509 | val_loss: 0.0312528 | Time: 3075.04 ms
[2021-01-20 04:55:49 main:574] : INFO : Epoch 836 | loss: 0.031248 | val_loss: 0.031246 | Time: 3020.9 ms
[2021-01-20 04:55:52 main:574] : INFO : Epoch 837 | loss: 0.0312474 | val_loss: 0.0312457 | Time: 3056.82 ms
[2021-01-20 04:55:55 main:574] : INFO : Epoch 838 | loss: 0.0312462 | val_loss: 0.0312469 | Time: 2710.19 ms
[2021-01-20 04:55:57 main:574] : INFO : Epoch 839 | loss: 0.0312466 | val_loss: 0.031246 | Time: 2712.3 ms
[2021-01-20 04:56:00 main:574] : INFO : Epoch 840 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 2738.26 ms
[2021-01-20 04:56:03 main:574] : INFO : Epoch 841 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 2663.46 ms
[2021-01-20 04:56:06 main:574] : INFO : Epoch 842 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 2739.07 ms
[2021-01-20 04:56:08 main:574] : INFO : Epoch 843 | loss: 0.0312502 | val_loss: 0.0312462 | Time: 2714.01 ms
[2021-01-20 04:56:11 main:574] : INFO : Epoch 844 | loss: 0.031248 | val_loss: 0.0312476 | Time: 2695.64 ms
[2021-01-20 04:56:14 main:574] : INFO : Epoch 845 | loss: 0.0312492 | val_loss: 0.0312462 | Time: 2725.85 ms
[2021-01-20 04:56:16 main:574] : INFO : Epoch 846 | loss: 0.0312468 | val_loss: 0.0312451 | Time: 2668.13 ms
[2021-01-20 04:56:19 main:574] : INFO : Epoch 847 | loss: 0.0312467 | val_loss: 0.0312483 | Time: 2671.09 ms
[2021-01-20 04:56:22 main:574] : INFO : Epoch 848 | loss: 0.0312477 | val_loss: 0.0312498 | Time: 2678.35 ms
[2021-01-20 04:56:25 main:574] : INFO : Epoch 849 | loss: 0.0312484 | val_loss: 0.0312451 | Time: 2672.47 ms
[2021-01-20 04:56:27 main:574] : INFO : Epoch 850 | loss: 0.0312467 | val_loss: 0.0312453 | Time: 2708.72 ms
[2021-01-20 04:56:30 main:574] : INFO : Epoch 851 | loss: 0.0312467 | val_loss: 0.0312471 | Time: 2649.96 ms
[2021-01-20 04:56:33 main:574] : INFO : Epoch 852 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 2610.9 ms
[2021-01-20 04:56:35 main:574] : INFO : Epoch 853 | loss: 0.031247 | val_loss: 0.031246 | Time: 2667.92 ms
[2021-01-20 04:56:38 main:574] : INFO : Epoch 854 | loss: 0.0312463 | val_loss: 0.0312475 | Time: 2695.74 ms
[2021-01-20 04:56:41 main:574] : INFO : Epoch 855 | loss: 0.0312468 | val_loss: 0.0312458 | Time: 2688.15 ms
[2021-01-20 04:56:43 main:574] : INFO : Epoch 856 | loss: 0.0312491 | val_loss: 0.0312454 | Time: 2629.49 ms
[2021-01-20 04:56:46 main:574] : INFO : Epoch 857 | loss: 0.031248 | val_loss: 0.0312463 | Time: 2728.13 ms
[2021-01-20 04:56:49 main:574] : INFO : Epoch 858 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 2690.77 ms
[2021-01-20 04:56:52 main:574] : INFO : Epoch 859 | loss: 0.0312463 | val_loss: 0.0312463 | Time: 2790.8 ms
[2021-01-20 04:56:54 main:574] : INFO : Epoch 860 | loss: 0.0312468 | val_loss: 0.0312466 | Time: 2700.5 ms
[2021-01-20 04:56:57 main:574] : INFO : Epoch 861 | loss: 0.0312495 | val_loss: 0.0312521 | Time: 2702.7 ms
[2021-01-20 04:57:00 main:574] : INFO : Epoch 862 | loss: 0.0312476 | val_loss: 0.0312456 | Time: 2647.93 ms
[2021-01-20 04:57:03 main:574] : INFO : Epoch 863 | loss: 0.0312461 | val_loss: 0.031247 | Time: 2704.48 ms
[2021-01-20 04:57:05 main:574] : INFO : Epoch 864 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 2680.79 ms
[2021-01-20 04:57:08 main:574] : INFO : Epoch 865 | loss: 0.0312476 | val_loss: 0.0312449 | Time: 2710.89 ms
[2021-01-20 04:57:11 main:574] : INFO : Epoch 866 | loss: 0.031246 | val_loss: 0.0312451 | Time: 2632.2 ms
[2021-01-20 04:57:13 main:574] : INFO : Epoch 867 | loss: 0.0312468 | val_loss: 0.0312451 | Time: 2672.97 ms
[2021-01-20 04:57:16 main:574] : INFO : Epoch 868 | loss: 0.031247 | val_loss: 0.0312466 | Time: 2710.7 ms
[2021-01-20 04:57:19 main:574] : INFO : Epoch 869 | loss: 0.0312467 | val_loss: 0.0312457 | Time: 2706.72 ms
[2021-01-20 04:57:22 main:574] : INFO : Epoch 870 | loss: 0.0312475 | val_loss: 0.0312463 | Time: 2665.39 ms
[2021-01-20 04:57:24 main:574] : INFO : Epoch 871 | loss: 0.0312471 | val_loss: 0.0312451 | Time: 2682.28 ms
[2021-01-20 04:57:27 main:574] : INFO : Epoch 872 | loss: 0.0312463 | val_loss: 0.0312467 | Time: 2668.63 ms
[2021-01-20 04:57:30 main:574] : INFO : Epoch 873 | loss: 0.0312463 | val_loss: 0.0312449 | Time: 2578.48 ms
[2021-01-20 04:57:32 main:574] : INFO : Epoch 874 | loss: 0.0312469 | val_loss: 0.0312452 | Time: 2706.7 ms
[2021-01-20 04:57:35 main:574] : INFO : Epoch 875 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 2727.68 ms
[2021-01-20 04:57:38 main:574] : INFO : Epoch 876 | loss: 0.0312472 | val_loss: 0.0312465 | Time: 2602.93 ms
[2021-01-20 04:57:40 main:574] : INFO : Epoch 877 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 2562.11 ms
[2021-01-20 04:57:43 main:574] : INFO : Epoch 878 | loss: 0.0312464 | val_loss: 0.031245 | Time: 2591.55 ms
[2021-01-20 04:57:45 main:574] : INFO : Epoch 879 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 2557.1 ms
[2021-01-20 04:57:48 main:574] : INFO : Epoch 880 | loss: 0.0312479 | val_loss: 0.0312462 | Time: 2647.94 ms
[2021-01-20 04:57:51 main:574] : INFO : Epoch 881 | loss: 0.0312478 | val_loss: 0.0312461 | Time: 2680.19 ms
[2021-01-20 04:57:54 main:574] : INFO : Epoch 882 | loss: 0.031247 | val_loss: 0.0312468 | Time: 2738.57 ms
[2021-01-20 04:57:56 main:574] : INFO : Epoch 883 | loss: 0.0312479 | val_loss: 0.031247 | Time: 2712.5 ms
[2021-01-20 04:57:59 main:574] : INFO : Epoch 884 | loss: 0.0312464 | val_loss: 0.0312453 | Time: 2714.2 ms
[2021-01-20 04:58:02 main:574] : INFO : Epoch 885 | loss: 0.0312464 | val_loss: 0.0312463 | Time: 2735.98 ms
[2021-01-20 04:58:05 main:574] : INFO : Epoch 886 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 2784.22 ms
[2021-01-20 04:58:07 main:574] : INFO : Epoch 887 | loss: 0.0312473 | val_loss: 0.0312449 | Time: 2748.88 ms
[2021-01-20 04:58:10 main:574] : INFO : Epoch 888 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 2726.82 ms
[2021-01-20 04:58:13 main:574] : INFO : Epoch 889 | loss: 0.0312473 | val_loss: 0.0312453 | Time: 2710.36 ms
[2021-01-20 04:58:16 main:574] : INFO : Epoch 890 | loss: 0.0312473 | val_loss: 0.0312455 | Time: 2968.4 ms
[2021-01-20 04:58:19 main:574] : INFO : Epoch 891 | loss: 0.031247 | val_loss: 0.0312482 | Time: 2991.37 ms
[2021-01-20 04:58:22 main:574] : INFO : Epoch 892 | loss: 0.0312469 | val_loss: 0.031246 | Time: 3054.17 ms
[2021-01-20 04:58:25 main:574] : INFO : Epoch 893 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 3127.65 ms
[2021-01-20 04:58:28 main:574] : INFO : Epoch 894 | loss: 0.031248 | val_loss: 0.0312458 | Time: 2710.1 ms
[2021-01-20 04:58:31 main:574] : INFO : Epoch 895 | loss: 0.031247 | val_loss: 0.0312466 | Time: 2680.77 ms
[2021-01-20 04:58:33 main:574] : INFO : Epoch 896 | loss: 0.0312473 | val_loss: 0.031246 | Time: 2720.4 ms
[2021-01-20 04:58:36 main:574] : INFO : Epoch 897 | loss: 0.0312465 | val_loss: 0.031245 | Time: 2660.49 ms
[2021-01-20 04:58:39 main:574] : INFO : Epoch 898 | loss: 0.0312461 | val_loss: 0.0312453 | Time: 2701.07 ms
[2021-01-20 04:58:42 main:574] : INFO : Epoch 899 | loss: 0.0312471 | val_loss: 0.0312472 | Time: 2656.88 ms
[2021-01-20 04:58:44 main:574] : INFO : Epoch 900 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 2699.44 ms
[2021-01-20 04:58:47 main:574] : INFO : Epoch 901 | loss: 0.0312477 | val_loss: 0.0312454 | Time: 2731.35 ms
[2021-01-20 04:58:50 main:574] : INFO : Epoch 902 | loss: 0.031247 | val_loss: 0.031246 | Time: 2711.96 ms
[2021-01-20 04:58:52 main:574] : INFO : Epoch 903 | loss: 0.0312461 | val_loss: 0.0312459 | Time: 2687.37 ms
[2021-01-20 04:58:55 main:574] : INFO : Epoch 904 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 2718.51 ms
[2021-01-20 04:58:58 main:574] : INFO : Epoch 905 | loss: 0.0312473 | val_loss: 0.0312448 | Time: 2741.36 ms
[2021-01-20 04:59:01 main:574] : INFO : Epoch 906 | loss: 0.0312462 | val_loss: 0.031246 | Time: 2784.11 ms
[2021-01-20 04:59:04 main:574] : INFO : Epoch 907 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 2733.9 ms
[2021-01-20 04:59:06 main:574] : INFO : Epoch 908 | loss: 0.031246 | val_loss: 0.0312454 | Time: 2669.75 ms
[2021-01-20 04:59:09 main:574] : INFO : Epoch 909 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 2754.97 ms
[2021-01-20 04:59:12 main:574] : INFO : Epoch 910 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 2700.54 ms
[2021-01-20 04:59:14 main:574] : INFO : Epoch 911 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 2675.07 ms
[2021-01-20 04:59:17 main:574] : INFO : Epoch 912 | loss: 0.031246 | val_loss: 0.031245 | Time: 2699.11 ms
[2021-01-20 04:59:20 main:574] : INFO : Epoch 913 | loss: 0.0312468 | val_loss: 0.0312448 | Time: 2627.62 ms
[2021-01-20 04:59:23 main:574] : INFO : Epoch 914 | loss: 0.0312466 | val_loss: 0.0312474 | Time: 2731.81 ms
[2021-01-20 04:59:25 main:574] : INFO : Epoch 915 | loss: 0.0312469 | val_loss: 0.0312453 | Time: 2706.95 ms
[2021-01-20 04:59:28 main:574] : INFO : Epoch 916 | loss: 0.031247 | val_loss: 0.0312462 | Time: 2766.75 ms
[2021-01-20 04:59:31 main:574] : INFO : Epoch 917 | loss: 0.031248 | val_loss: 0.0312456 | Time: 2672.13 ms
[2021-01-20 04:59:34 main:574] : INFO : Epoch 918 | loss: 0.0312484 | val_loss: 0.0312526 | Time: 2689.95 ms
[2021-01-20 04:59:36 main:574] : INFO : Epoch 919 | loss: 0.0312481 | val_loss: 0.0312484 | Time: 2645.39 ms
[2021-01-20 04:59:39 main:574] : INFO : Epoch 920 | loss: 0.0312471 | val_loss: 0.031245 | Time: 2717.24 ms
[2021-01-20 04:59:42 main:574] : INFO : Epoch 921 | loss: 0.0312463 | val_loss: 0.0312449 | Time: 2762.69 ms
[2021-01-20 04:59:44 main:574] : INFO : Epoch 922 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 2708.71 ms
[2021-01-20 04:59:47 main:574] : INFO : Epoch 923 | loss: 0.0312465 | val_loss: 0.0312448 | Time: 2677.36 ms
[2021-01-20 04:59:50 main:574] : INFO : Epoch 924 | loss: 0.031246 | val_loss: 0.031245 | Time: 2769 ms
[2021-01-20 04:59:53 main:574] : INFO : Epoch 925 | loss: 0.0312464 | val_loss: 0.0312451 | Time: 2669.91 ms
[2021-01-20 04:59:55 main:574] : INFO : Epoch 926 | loss: 0.0312464 | val_loss: 0.0312451 | Time: 2679.94 ms
[2021-01-20 04:59:58 main:574] : INFO : Epoch 927 | loss: 0.0312463 | val_loss: 0.0312463 | Time: 2691.87 ms
[2021-01-20 05:00:01 main:574] : INFO : Epoch 928 | loss: 0.0312482 | val_loss: 0.0312506 | Time: 2724.89 ms
[2021-01-20 05:00:04 main:574] : INFO : Epoch 929 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 2673.4 ms
[2021-01-20 05:00:06 main:574] : INFO : Epoch 930 | loss: 0.0312468 | val_loss: 0.0312453 | Time: 2783.54 ms
[2021-01-20 05:00:09 main:574] : INFO : Epoch 931 | loss: 0.0312462 | val_loss: 0.0312451 | Time: 2689.44 ms
[2021-01-20 05:00:12 main:574] : INFO : Epoch 932 | loss: 0.0312465 | val_loss: 0.0312449 | Time: 2746.57 ms
[2021-01-20 05:00:15 main:574] : INFO : Epoch 933 | loss: 0.0312483 | val_loss: 0.0312466 | Time: 2730.89 ms
[2021-01-20 05:00:17 main:574] : INFO : Epoch 934 | loss: 0.031247 | val_loss: 0.0312464 | Time: 2729.03 ms
[2021-01-20 05:00:20 main:574] : INFO : Epoch 935 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 2667.61 ms
[2021-01-20 05:00:23 main:574] : INFO : Epoch 936 | loss: 0.0312465 | val_loss: 0.0312452 | Time: 2705.58 ms
[2021-01-20 05:00:25 main:574] : INFO : Epoch 937 | loss: 0.0312472 | val_loss: 0.0312452 | Time: 2611.34 ms
[2021-01-20 05:00:28 main:574] : INFO : Epoch 938 | loss: 0.0312476 | val_loss: 0.031246 | Time: 2702.44 ms
[2021-01-20 05:00:31 main:574] : INFO : Epoch 939 | loss: 0.0312468 | val_loss: 0.0312461 | Time: 2656.33 ms
[2021-01-20 05:00:34 main:574] : INFO : Epoch 940 | loss: 0.0312467 | val_loss: 0.031245 | Time: 2749 ms
[2021-01-20 05:00:36 main:574] : INFO : Epoch 941 | loss: 0.0312468 | val_loss: 0.031246 | Time: 2722.96 ms
[2021-01-20 05:00:39 main:574] : INFO : Epoch 942 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 2744.55 ms
[2021-01-20 05:00:42 main:574] : INFO : Epoch 943 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 2665.5 ms
[2021-01-20 05:00:45 main:574] : INFO : Epoch 944 | loss: 0.0312476 | val_loss: 0.0312453 | Time: 2702.56 ms
[2021-01-20 05:00:47 main:574] : INFO : Epoch 945 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 2710.24 ms
[2021-01-20 05:00:50 main:574] : INFO : Epoch 946 | loss: 0.0312476 | val_loss: 0.0312464 | Time: 2645.06 ms
[2021-01-20 05:00:53 main:574] : INFO : Epoch 947 | loss: 0.0312493 | val_loss: 0.0312452 | Time: 2622.85 ms
[2021-01-20 05:00:55 main:574] : INFO : Epoch 948 | loss: 0.0312474 | val_loss: 0.031245 | Time: 2703.64 ms
[2021-01-20 05:00:58 main:574] : INFO : Epoch 949 | loss: 0.0312466 | val_loss: 0.0312462 | Time: 2679.31 ms
[2021-01-20 05:01:01 main:574] : INFO : Epoch 950 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 2728.41 ms
[2021-01-20 05:01:04 main:574] : INFO : Epoch 951 | loss: 0.0312469 | val_loss: 0.0312464 | Time: 2656.09 ms
[2021-01-20 05:01:06 main:574] : INFO : Epoch 952 | loss: 0.031247 | val_loss: 0.0312487 | Time: 2673.8 ms
[2021-01-20 05:01:09 main:574] : INFO : Epoch 953 | loss: 0.0312478 | val_loss: 0.0312453 | Time: 2656.46 ms
[2021-01-20 05:01:12 main:574] : INFO : Epoch 954 | loss: 0.0312467 | val_loss: 0.0312452 | Time: 2690.82 ms
[2021-01-20 05:01:14 main:574] : INFO : Epoch 955 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 2648.34 ms
[2021-01-20 05:01:17 main:574] : INFO : Epoch 956 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 2627.18 ms
[2021-01-20 05:01:20 main:574] : INFO : Epoch 957 | loss: 0.0312481 | val_loss: 0.0312455 | Time: 2710.14 ms
[2021-01-20 05:01:22 main:574] : INFO : Epoch 958 | loss: 0.0312476 | val_loss: 0.0312449 | Time: 2631.13 ms
[2021-01-20 05:01:25 main:574] : INFO : Epoch 959 | loss: 0.0312475 | val_loss: 0.0312459 | Time: 2663.2 ms
[2021-01-20 05:01:28 main:574] : INFO : Epoch 960 | loss: 0.0312466 | val_loss: 0.031245 | Time: 2713.61 ms
[2021-01-20 05:01:31 main:574] : INFO : Epoch 961 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 2806.8 ms
[2021-01-20 05:01:33 main:574] : INFO : Epoch 962 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2712.86 ms
[2021-01-20 05:01:36 main:574] : INFO : Epoch 963 | loss: 0.0312462 | val_loss: 0.0312449 | Time: 2701.38 ms
[2021-01-20 05:01:39 main:574] : INFO : Epoch 964 | loss: 0.031247 | val_loss: 0.0312451 | Time: 2701.25 ms
[2021-01-20 05:01:42 main:574] : INFO : Epoch 965 | loss: 0.0312468 | val_loss: 0.0312457 | Time: 2702.58 ms
[2021-01-20 05:01:44 main:574] : INFO : Epoch 966 | loss: 0.0312462 | val_loss: 0.031245 | Time: 2600.97 ms
[2021-01-20 05:01:47 main:574] : INFO : Epoch 967 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 2669.23 ms
[2021-01-20 05:01:50 main:574] : INFO : Epoch 968 | loss: 0.0312465 | val_loss: 0.0312451 | Time: 2640.31 ms
[2021-01-20 05:01:52 main:574] : INFO : Epoch 969 | loss: 0.0312463 | val_loss: 0.031245 | Time: 2695.91 ms
[2021-01-20 05:01:55 main:574] : INFO : Epoch 970 | loss: 0.0312465 | val_loss: 0.0312452 | Time: 2698.53 ms
[2021-01-20 05:01:58 main:574] : INFO : Epoch 971 | loss: 0.0312473 | val_loss: 0.0312456 | Time: 2688.49 ms
[2021-01-20 05:02:00 main:574] : INFO : Epoch 972 | loss: 0.0312484 | val_loss: 0.0312453 | Time: 2705.74 ms
[2021-01-20 05:02:03 main:574] : INFO : Epoch 973 | loss: 0.0312479 | val_loss: 0.0312459 | Time: 2783.08 ms
[2021-01-20 05:02:06 main:574] : INFO : Epoch 974 | loss: 0.0312484 | val_loss: 0.031245 | Time: 2704.46 ms
[2021-01-20 05:02:09 main:574] : INFO : Epoch 975 | loss: 0.031246 | val_loss: 0.0312452 | Time: 2641.37 ms
[2021-01-20 05:02:11 main:574] : INFO : Epoch 976 | loss: 0.0312464 | val_loss: 0.031245 | Time: 2671.54 ms
[2021-01-20 05:02:14 main:574] : INFO : Epoch 977 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 2738.75 ms
[2021-01-20 05:02:17 main:574] : INFO : Epoch 978 | loss: 0.0312464 | val_loss: 0.0312454 | Time: 2671.65 ms
[2021-01-20 05:02:20 main:574] : INFO : Epoch 979 | loss: 0.0312464 | val_loss: 0.0312453 | Time: 2720.37 ms
[2021-01-20 05:02:22 main:574] : INFO : Epoch 980 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2700.85 ms
[2021-01-20 05:02:25 main:574] : INFO : Epoch 981 | loss: 0.0312474 | val_loss: 0.031245 | Time: 2780.64 ms
[2021-01-20 05:02:28 main:574] : INFO : Epoch 982 | loss: 0.0312484 | val_loss: 0.0312459 | Time: 2682.49 ms
[2021-01-20 05:02:31 main:574] : INFO : Epoch 983 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 2696.7 ms
[2021-01-20 05:02:33 main:574] : INFO : Epoch 984 | loss: 0.0312468 | val_loss: 0.0312455 | Time: 2701.76 ms
[2021-01-20 05:02:36 main:574] : INFO : Epoch 985 | loss: 0.0312469 | val_loss: 0.031245 | Time: 2761.5 ms
[2021-01-20 05:02:39 main:574] : INFO : Epoch 986 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 2698.65 ms
[2021-01-20 05:02:42 main:574] : INFO : Epoch 987 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 2699.92 ms
[2021-01-20 05:02:44 main:574] : INFO : Epoch 988 | loss: 0.0312468 | val_loss: 0.0312454 | Time: 2624.78 ms
[2021-01-20 05:02:47 main:574] : INFO : Epoch 989 | loss: 0.0312465 | val_loss: 0.031245 | Time: 2726.97 ms
[2021-01-20 05:02:50 main:574] : INFO : Epoch 990 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 2649.78 ms
[2021-01-20 05:02:52 main:574] : INFO : Epoch 991 | loss: 0.031247 | val_loss: 0.0312456 | Time: 2704.87 ms
[2021-01-20 05:02:55 main:574] : INFO : Epoch 992 | loss: 0.0312484 | val_loss: 0.0312466 | Time: 2710.77 ms
[2021-01-20 05:02:58 main:574] : INFO : Epoch 993 | loss: 0.031247 | val_loss: 0.0312455 | Time: 2643.12 ms
[2021-01-20 05:03:01 main:574] : INFO : Epoch 994 | loss: 0.0312478 | val_loss: 0.031245 | Time: 2687.38 ms
[2021-01-20 05:03:03 main:574] : INFO : Epoch 995 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 2610.84 ms
[2021-01-20 05:03:06 main:574] : INFO : Epoch 996 | loss: 0.0312507 | val_loss: 0.0312547 | Time: 2788.23 ms
[2021-01-20 05:03:09 main:574] : INFO : Epoch 997 | loss: 0.0312495 | val_loss: 0.0312477 | Time: 2708.6 ms
[2021-01-20 05:03:11 main:574] : INFO : Epoch 998 | loss: 0.0312474 | val_loss: 0.0312455 | Time: 2746.98 ms
[2021-01-20 05:03:14 main:574] : INFO : Epoch 999 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 2661.04 ms
[2021-01-20 05:03:17 main:574] : INFO : Epoch 1000 | loss: 0.031247 | val_loss: 0.0312454 | Time: 2720.13 ms
[2021-01-20 05:03:20 main:574] : INFO : Epoch 1001 | loss: 0.0312463 | val_loss: 0.031245 | Time: 2682.48 ms
[2021-01-20 05:03:22 main:574] : INFO : Epoch 1002 | loss: 0.031246 | val_loss: 0.0312453 | Time: 2770.51 ms
[2021-01-20 05:03:25 main:574] : INFO : Epoch 1003 | loss: 0.0312461 | val_loss: 0.0312453 | Time: 2615.6 ms
[2021-01-20 05:03:28 main:574] : INFO : Epoch 1004 | loss: 0.0312466 | val_loss: 0.0312458 | Time: 2720.79 ms
[2021-01-20 05:03:31 main:574] : INFO : Epoch 1005 | loss: 0.0312463 | val_loss: 0.0312452 | Time: 2700.45 ms
[2021-01-20 05:03:33 main:574] : INFO : Epoch 1006 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 2688.64 ms
[2021-01-20 05:03:36 main:574] : INFO : Epoch 1007 | loss: 0.031246 | val_loss: 0.0312454 | Time: 2598.41 ms
[2021-01-20 05:03:39 main:574] : INFO : Epoch 1008 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 2615.41 ms
[2021-01-20 05:03:41 main:574] : INFO : Epoch 1009 | loss: 0.0312467 | val_loss: 0.0312451 | Time: 2654.16 ms
[2021-01-20 05:03:44 main:574] : INFO : Epoch 1010 | loss: 0.031246 | val_loss: 0.0312453 | Time: 2701.3 ms
[2021-01-20 05:03:47 main:574] : INFO : Epoch 1011 | loss: 0.0312472 | val_loss: 0.0312456 | Time: 2661.35 ms
[2021-01-20 05:03:49 main:574] : INFO : Epoch 1012 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 2716.51 ms
[2021-01-20 05:03:52 main:574] : INFO : Epoch 1013 | loss: 0.0312471 | val_loss: 0.0312464 | Time: 2674.74 ms
[2021-01-20 05:03:55 main:574] : INFO : Epoch 1014 | loss: 0.0312469 | val_loss: 0.0312469 | Time: 2742.61 ms
[2021-01-20 05:03:58 main:574] : INFO : Epoch 1015 | loss: 0.0312478 | val_loss: 0.0312502 | Time: 2658.78 ms
[2021-01-20 05:04:00 main:574] : INFO : Epoch 1016 | loss: 0.0312481 | val_loss: 0.0312452 | Time: 2654.03 ms
[2021-01-20 05:04:03 main:574] : INFO : Epoch 1017 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 2688.46 ms
[2021-01-20 05:04:06 main:574] : INFO : Epoch 1018 | loss: 0.0312472 | val_loss: 0.0312455 | Time: 2738.2 ms
[2021-01-20 05:04:08 main:574] : INFO : Epoch 1019 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2681.75 ms
[2021-01-20 05:04:11 main:574] : INFO : Epoch 1020 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 2706.11 ms
[2021-01-20 05:04:14 main:574] : INFO : Epoch 1021 | loss: 0.031247 | val_loss: 0.0312462 | Time: 2710.2 ms
[2021-01-20 05:04:17 main:574] : INFO : Epoch 1022 | loss: 0.0312464 | val_loss: 0.0312451 | Time: 2675.23 ms
[2021-01-20 05:04:19 main:574] : INFO : Epoch 1023 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 2732.94 ms
[2021-01-20 05:04:22 main:574] : INFO : Epoch 1024 | loss: 0.0312467 | val_loss: 0.0312452 | Time: 2633.42 ms
[2021-01-20 05:04:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312452
[2021-01-20 05:04:22 main:603] : INFO : Saving end state to config to file
[2021-01-20 05:04:22 main:608] : INFO : Success, exiting..
05:04:22 (2872): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)