Task 3367197
| Name | ParityModified-1605116118-20599-14_0 |
| Workunit | 1625478 |
| Created | 21 Dec 2020, 4:42:26 UTC |
| Sent | 21 Dec 2020, 20:45:52 UTC |
| Report deadline | 28 Dec 2020, 20:45:52 UTC |
| Received | 23 Dec 2020, 1:20:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5242 |
| Run time | 43 min 41 sec |
| CPU time | 42 min 53 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,508.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 514 | loss: 0.0311519 | val_loss: 0.0311637 | Time: 2536.98 ms [2020-12-22 16:58:26 main:574] : INFO : Epoch 515 | loss: 0.0311519 | val_loss: 0.0311639 | Time: 2542.06 ms [2020-12-22 16:58:28 main:574] : INFO : Epoch 516 | loss: 0.0311551 | val_loss: 0.0311661 | Time: 2542.17 ms [2020-12-22 16:58:31 main:574] : INFO : Epoch 517 | loss: 0.031155 | val_loss: 0.0311639 | Time: 2545.8 ms [2020-12-22 16:58:33 main:574] : INFO : Epoch 518 | loss: 0.031152 | val_loss: 0.0311653 | Time: 2545.28 ms [2020-12-22 16:58:36 main:574] : INFO : Epoch 519 | loss: 0.0311527 | val_loss: 0.0311618 | Time: 2552.1 ms [2020-12-22 16:58:39 main:574] : INFO : Epoch 520 | loss: 0.0311522 | val_loss: 0.0311646 | Time: 2568.94 ms [2020-12-22 16:58:41 main:574] : INFO : Epoch 521 | loss: 0.0311525 | val_loss: 0.0311625 | Time: 2545.17 ms [2020-12-22 16:58:44 main:574] : INFO : Epoch 522 | loss: 0.0311534 | val_loss: 0.0311609 | Time: 2539.27 ms [2020-12-22 16:58:46 main:574] : INFO : Epoch 523 | loss: 0.0311533 | val_loss: 0.0311605 | Time: 2547.38 ms [2020-12-22 16:58:49 main:574] : INFO : Epoch 524 | loss: 0.031153 | val_loss: 0.0311616 | Time: 2544.17 ms [2020-12-22 16:58:51 main:574] : INFO : Epoch 525 | loss: 0.0311523 | val_loss: 0.031162 | Time: 2559.57 ms [2020-12-22 16:58:54 main:574] : INFO : Epoch 526 | loss: 0.0311518 | val_loss: 0.0311654 | Time: 2568.55 ms [2020-12-22 16:58:56 main:574] : INFO : Epoch 527 | loss: 0.0311526 | val_loss: 0.0311632 | Time: 2550.61 ms [2020-12-22 16:58:59 main:574] : INFO : Epoch 528 | loss: 0.0311543 | val_loss: 0.0311664 | Time: 2567.74 ms [2020-12-22 16:59:02 main:574] : INFO : Epoch 529 | loss: 0.0311546 | val_loss: 0.0311624 | Time: 2550.62 ms [2020-12-22 16:59:04 main:574] : INFO : Epoch 530 | loss: 0.0311537 | val_loss: 0.031163 | Time: 2541.23 ms [2020-12-22 16:59:07 main:574] : INFO : Epoch 531 | loss: 0.0311549 | val_loss: 0.0311645 | Time: 2540.92 ms [2020-12-22 16:59:09 main:574] : INFO : Epoch 532 | loss: 0.0311554 | val_loss: 0.0311647 | Time: 2544.51 ms [2020-12-22 16:59:12 main:574] : INFO : Epoch 533 | loss: 0.0311546 | val_loss: 0.0311621 | Time: 2542.12 ms [2020-12-22 16:59:14 main:574] : INFO : Epoch 534 | loss: 0.0311517 | val_loss: 0.0311632 | Time: 2542.74 ms [2020-12-22 16:59:17 main:574] : INFO : Epoch 535 | loss: 0.0311532 | val_loss: 0.0311633 | Time: 2540.31 ms [2020-12-22 16:59:19 main:574] : INFO : Epoch 536 | loss: 0.0311524 | val_loss: 0.0311621 | Time: 2554.27 ms [2020-12-22 16:59:22 main:574] : INFO : Epoch 537 | loss: 0.0311532 | val_loss: 0.0311672 | Time: 2541.01 ms [2020-12-22 16:59:25 main:574] : INFO : Epoch 538 | loss: 0.0311541 | val_loss: 0.0311623 | Time: 2562.43 ms [2020-12-22 16:59:27 main:574] : INFO : Epoch 539 | loss: 0.0311568 | val_loss: 0.031165 | Time: 2543.95 ms [2020-12-22 16:59:30 main:574] : INFO : Epoch 540 | loss: 0.031157 | val_loss: 0.0311655 | Time: 2550.3 ms [2020-12-22 16:59:32 main:574] : INFO : Epoch 541 | loss: 0.031156 | val_loss: 0.0311659 | Time: 2537.07 ms [2020-12-22 16:59:35 main:574] : INFO : Epoch 542 | loss: 0.0311543 | val_loss: 0.0311632 | Time: 2544.6 ms [2020-12-22 16:59:37 main:574] : INFO : Epoch 543 | loss: 0.0311545 | val_loss: 0.0311645 | Time: 2543.53 ms [2020-12-22 16:59:40 main:574] : INFO : Epoch 544 | loss: 0.0311549 | val_loss: 0.0311666 | Time: 2549.4 ms [2020-12-22 16:59:42 main:574] : INFO : Epoch 545 | loss: 0.0311563 | val_loss: 0.0311665 | Time: 2540.82 ms [2020-12-22 16:59:45 main:574] : INFO : Epoch 546 | loss: 0.0311538 | val_loss: 0.0311623 | Time: 2536.19 ms [2020-12-22 16:59:47 main:574] : INFO : Epoch 547 | loss: 0.0311536 | val_loss: 0.0311624 | Time: 2549.13 ms [2020-12-22 16:59:50 main:574] : INFO : Epoch 548 | loss: 0.0311532 | val_loss: 0.0311625 | Time: 2565.45 ms [2020-12-22 16:59:53 main:574] : INFO : Epoch 549 | loss: 0.0311539 | val_loss: 0.0311647 | Time: 2547.41 ms [2020-12-22 16:59:55 main:574] : INFO : Epoch 550 | loss: 0.0311548 | val_loss: 0.0311701 | Time: 2552.31 ms [2020-12-22 16:59:58 main:574] : INFO : Epoch 551 | loss: 0.0311551 | val_loss: 0.0311614 | Time: 2541.21 ms [2020-12-22 17:00:00 main:574] : INFO : Epoch 552 | loss: 0.0311562 | val_loss: 0.0311647 | Time: 2547.58 ms [2020-12-22 17:00:03 main:574] : INFO : Epoch 553 | loss: 0.0311553 | val_loss: 0.0311638 | Time: 2534.06 ms [2020-12-22 17:00:05 main:574] : INFO : Epoch 554 | loss: 0.0311534 | val_loss: 0.0311633 | Time: 2544.24 ms [2020-12-22 17:00:08 main:574] : INFO : Epoch 555 | loss: 0.0311533 | val_loss: 0.0311688 | Time: 2538.43 ms [2020-12-22 17:00:10 main:574] : INFO : Epoch 556 | loss: 0.0311545 | val_loss: 0.0311622 | Time: 2549.18 ms [2020-12-22 17:00:13 main:574] : INFO : Epoch 557 | loss: 0.0311533 | val_loss: 0.0311642 | Time: 2541.05 ms [2020-12-22 17:00:16 main:574] : INFO : Epoch 558 | loss: 0.0311542 | val_loss: 0.0311645 | Time: 2537.47 ms [2020-12-22 17:00:18 main:574] : INFO : Epoch 559 | loss: 0.0311534 | val_loss: 0.0311615 | Time: 2540.18 ms [2020-12-22 17:00:21 main:574] : INFO : Epoch 560 | loss: 0.0311529 | val_loss: 0.0311622 | Time: 2547.84 ms [2020-12-22 17:00:23 main:574] : INFO : Epoch 561 | loss: 0.0311523 | val_loss: 0.0311696 | Time: 2545.77 ms [2020-12-22 17:00:26 main:574] : INFO : Epoch 562 | loss: 0.0311546 | val_loss: 0.0311655 | Time: 2542.93 ms [2020-12-22 17:00:28 main:574] : INFO : Epoch 563 | loss: 0.0311531 | val_loss: 0.0311647 | Time: 2543.4 ms [2020-12-22 17:00:31 main:574] : INFO : Epoch 564 | loss: 0.0311534 | val_loss: 0.0311657 | Time: 2549.43 ms [2020-12-22 17:00:33 main:574] : INFO : Epoch 565 | loss: 0.0311539 | val_loss: 0.0311626 | Time: 2540.47 ms [2020-12-22 17:00:36 main:574] : INFO : Epoch 566 | loss: 0.0311534 | val_loss: 0.0311644 | Time: 2547.9 ms [2020-12-22 17:00:39 main:574] : INFO : Epoch 567 | loss: 0.0311532 | val_loss: 0.0311636 | Time: 2541.42 ms [2020-12-22 17:00:41 main:574] : INFO : Epoch 568 | loss: 0.0311548 | val_loss: 0.0311639 | Time: 2549.6 ms [2020-12-22 17:00:44 main:574] : INFO : Epoch 569 | loss: 0.0311532 | val_loss: 0.0311603 | Time: 2547.34 ms [2020-12-22 17:00:46 main:574] : INFO : Epoch 570 | loss: 0.0311535 | val_loss: 0.0311639 | Time: 2550.34 ms [2020-12-22 17:00:49 main:574] : INFO : Epoch 571 | loss: 0.0311529 | val_loss: 0.0311638 | Time: 2545.79 ms [2020-12-22 17:00:51 main:574] : INFO : Epoch 572 | loss: 0.0311553 | val_loss: 0.0311623 | Time: 2549.74 ms [2020-12-22 17:00:54 main:574] : INFO : Epoch 573 | loss: 0.0311603 | val_loss: 0.0311674 | Time: 2542.1 ms [2020-12-22 17:00:56 main:574] : INFO : Epoch 574 | loss: 0.0311622 | val_loss: 0.0311688 | Time: 2548.62 ms [2020-12-22 17:00:59 main:574] : INFO : Epoch 575 | loss: 0.0311548 | val_loss: 0.0311657 | Time: 2548.42 ms [2020-12-22 17:01:01 main:574] : INFO : Epoch 576 | loss: 0.0311533 | val_loss: 0.0311625 | Time: 2542.43 ms [2020-12-22 17:01:04 main:574] : INFO : Epoch 577 | loss: 0.0311533 | val_loss: 0.0311658 | Time: 2542.72 ms [2020-12-22 17:01:07 main:574] : INFO : Epoch 578 | loss: 0.0311533 | val_loss: 0.0311624 | Time: 2545.17 ms [2020-12-22 17:01:09 main:574] : INFO : Epoch 579 | loss: 0.0311528 | val_loss: 0.0311625 | Time: 2556.44 ms [2020-12-22 17:01:12 main:574] : INFO : Epoch 580 | loss: 0.0311516 | val_loss: 0.0311648 | Time: 2542.29 ms [2020-12-22 17:01:14 main:574] : INFO : Epoch 581 | loss: 0.0311528 | val_loss: 0.0311649 | Time: 2544.66 ms [2020-12-22 17:01:17 main:574] : INFO : Epoch 582 | loss: 0.031153 | val_loss: 0.0311655 | Time: 2541.01 ms [2020-12-22 17:01:19 main:574] : INFO : Epoch 583 | loss: 0.0311526 | val_loss: 0.0311628 | Time: 2543.49 ms [2020-12-22 17:01:22 main:574] : INFO : Epoch 584 | loss: 0.0311521 | val_loss: 0.031163 | Time: 2543.44 ms [2020-12-22 17:01:24 main:574] : INFO : Epoch 585 | loss: 0.0311532 | val_loss: 0.0311633 | Time: 2545.97 ms [2020-12-22 17:01:27 main:574] : INFO : Epoch 586 | loss: 0.0311522 | val_loss: 0.0311664 | Time: 2535.09 ms [2020-12-22 17:01:30 main:574] : INFO : Epoch 587 | loss: 0.0311525 | val_loss: 0.0311625 | Time: 2548.8 ms [2020-12-22 17:01:32 main:574] : INFO : Epoch 588 | loss: 0.0311519 | val_loss: 0.0311634 | Time: 2542.96 ms [2020-12-22 17:01:35 main:574] : INFO : Epoch 589 | loss: 0.0311511 | val_loss: 0.0311648 | Time: 2544.79 ms [2020-12-22 17:01:37 main:574] : INFO : Epoch 590 | loss: 0.0311546 | val_loss: 0.0311686 | Time: 2538.16 ms [2020-12-22 17:01:40 main:574] : INFO : Epoch 591 | loss: 0.0311514 | val_loss: 0.0311647 | Time: 2548.15 ms [2020-12-22 17:01:42 main:574] : INFO : Epoch 592 | loss: 0.0311531 | val_loss: 0.0311624 | Time: 2549.08 ms [2020-12-22 17:01:45 main:574] : INFO : Epoch 593 | loss: 0.0311542 | val_loss: 0.0311632 | Time: 2541.41 ms [2020-12-22 17:01:47 main:574] : INFO : Epoch 594 | loss: 0.0311519 | val_loss: 0.0311647 | Time: 2537.81 ms [2020-12-22 17:01:50 main:574] : INFO : Epoch 595 | loss: 0.0311508 | val_loss: 0.0311682 | Time: 2544.56 ms [2020-12-22 17:01:52 main:574] : INFO : Epoch 596 | loss: 0.0311509 | val_loss: 0.0311621 | Time: 2540.27 ms [2020-12-22 17:01:55 main:574] : INFO : Epoch 597 | loss: 0.0311512 | val_loss: 0.0311654 | Time: 2543.51 ms [2020-12-22 17:01:58 main:574] : INFO : Epoch 598 | loss: 0.0311499 | val_loss: 0.0311645 | Time: 2543.1 ms [2020-12-22 17:02:00 main:574] : INFO : Epoch 599 | loss: 0.0311512 | val_loss: 0.0311623 | Time: 2551.15 ms [2020-12-22 17:02:03 main:574] : INFO : Epoch 600 | loss: 0.0311509 | val_loss: 0.0311627 | Time: 2547.24 ms [2020-12-22 17:02:05 main:574] : INFO : Epoch 601 | loss: 0.0311516 | val_loss: 0.0311621 | Time: 2541.87 ms [2020-12-22 17:02:08 main:574] : INFO : Epoch 602 | loss: 0.0311537 | val_loss: 0.0311681 | Time: 2543.39 ms [2020-12-22 17:02:10 main:574] : INFO : Epoch 603 | loss: 0.0311566 | val_loss: 0.0311673 | Time: 2547.06 ms [2020-12-22 17:02:13 main:574] : INFO : Epoch 604 | loss: 0.0311565 | val_loss: 0.0311642 | Time: 2533.1 ms [2020-12-22 17:02:15 main:574] : INFO : Epoch 605 | loss: 0.0311535 | val_loss: 0.031165 | Time: 2554.68 ms [2020-12-22 17:02:18 main:574] : INFO : Epoch 606 | loss: 0.0311525 | val_loss: 0.0311642 | Time: 2540.32 ms [2020-12-22 17:02:21 main:574] : INFO : Epoch 607 | loss: 0.0311525 | val_loss: 0.031162 | Time: 2548.57 ms [2020-12-22 17:02:23 main:574] : INFO : Epoch 608 | loss: 0.0311524 | val_loss: 0.031162 | Time: 2542.08 ms [2020-12-22 17:02:26 main:574] : INFO : Epoch 609 | loss: 0.0311509 | val_loss: 0.0311624 | Time: 2543.82 ms [2020-12-22 17:02:28 main:574] : INFO : Epoch 610 | loss: 0.0311516 | val_loss: 0.0311639 | Time: 2540.86 ms [2020-12-22 17:02:31 main:574] : INFO : Epoch 611 | loss: 0.0311532 | val_loss: 0.0311702 | Time: 2555.99 ms [2020-12-22 17:02:33 main:574] : INFO : Epoch 612 | loss: 0.031155 | val_loss: 0.0311607 | Time: 2542.22 ms [2020-12-22 17:02:36 main:574] : INFO : Epoch 613 | loss: 0.0311518 | val_loss: 0.0311611 | Time: 2553.21 ms [2020-12-22 17:02:38 main:574] : INFO : Epoch 614 | loss: 0.0311518 | val_loss: 0.0311619 | Time: 2540.49 ms [2020-12-22 17:02:41 main:574] : INFO : Epoch 615 | loss: 0.031152 | val_loss: 0.0311637 | Time: 2548.53 ms [2020-12-22 17:02:43 main:574] : INFO : Epoch 616 | loss: 0.0311531 | val_loss: 0.0311618 | Time: 2540.44 ms [2020-12-22 17:02:46 main:574] : INFO : Epoch 617 | loss: 0.0311523 | val_loss: 0.0311662 | Time: 2544.86 ms [2020-12-22 17:02:49 main:574] : INFO : Epoch 618 | loss: 0.0311521 | val_loss: 0.031161 | Time: 2543.85 ms [2020-12-22 17:02:51 main:574] : INFO : Epoch 619 | loss: 0.0311527 | val_loss: 0.0311639 | Time: 2548.53 ms [2020-12-22 17:02:54 main:574] : INFO : Epoch 620 | loss: 0.0311511 | val_loss: 0.0311628 | Time: 2548.86 ms [2020-12-22 17:02:56 main:574] : INFO : Epoch 621 | loss: 0.0311517 | val_loss: 0.031163 | Time: 2538.58 ms [2020-12-22 17:02:59 main:574] : INFO : Epoch 622 | loss: 0.0311516 | val_loss: 0.031168 | Time: 2544.06 ms [2020-12-22 17:03:01 main:574] : INFO : Epoch 623 | loss: 0.0311532 | val_loss: 0.031163 | Time: 2543.76 ms [2020-12-22 17:03:04 main:574] : INFO : Epoch 624 | loss: 0.031153 | val_loss: 0.0311626 | Time: 2542.22 ms [2020-12-22 17:03:06 main:574] : INFO : Epoch 625 | loss: 0.0311531 | val_loss: 0.0311643 | Time: 2535.59 ms [2020-12-22 17:03:09 main:574] : INFO : Epoch 626 | loss: 0.0311526 | val_loss: 0.0311641 | Time: 2545.37 ms [2020-12-22 17:03:12 main:574] : INFO : Epoch 627 | loss: 0.0311524 | val_loss: 0.0311656 | Time: 2542.52 ms [2020-12-22 17:03:14 main:574] : INFO : Epoch 628 | loss: 0.0311531 | val_loss: 0.031164 | Time: 2546.08 ms [2020-12-22 17:03:17 main:574] : INFO : Epoch 629 | loss: 0.0311539 | val_loss: 0.0311705 | Time: 2521.06 ms [2020-12-22 17:03:19 main:574] : INFO : Epoch 630 | loss: 0.0311559 | val_loss: 0.0311668 | Time: 2550.67 ms [2020-12-22 17:03:22 main:574] : INFO : Epoch 631 | loss: 0.0311551 | val_loss: 0.0311658 | Time: 2545.59 ms [2020-12-22 17:03:24 main:574] : INFO : Epoch 632 | loss: 0.0311532 | val_loss: 0.0311659 | Time: 2542.9 ms [2020-12-22 17:03:27 main:574] : INFO : Epoch 633 | loss: 0.0311521 | val_loss: 0.0311642 | Time: 2534.55 ms [2020-12-22 17:03:29 main:574] : INFO : Epoch 634 | loss: 0.0311536 | val_loss: 0.0311714 | Time: 2545.85 ms [2020-12-22 17:03:32 main:574] : INFO : Epoch 635 | loss: 0.031154 | val_loss: 0.0311657 | Time: 2543.39 ms [2020-12-22 17:03:34 main:574] : INFO : Epoch 636 | loss: 0.031156 | val_loss: 0.0311666 | Time: 2547.93 ms [2020-12-22 17:03:37 main:574] : INFO : Epoch 637 | loss: 0.0311539 | val_loss: 0.0311641 | Time: 2530.21 ms [2020-12-22 17:03:40 main:574] : INFO : Epoch 638 | loss: 0.0311525 | val_loss: 0.031163 | Time: 2549.61 ms [2020-12-22 17:03:42 main:574] : INFO : Epoch 639 | loss: 0.0311526 | val_loss: 0.0311635 | Time: 2541.21 ms [2020-12-22 17:03:45 main:574] : INFO : Epoch 640 | loss: 0.0311521 | val_loss: 0.0311639 | Time: 2542.07 ms [2020-12-22 17:03:47 main:574] : INFO : Epoch 641 | loss: 0.0311527 | val_loss: 0.0311639 | Time: 2553.78 ms [2020-12-22 17:03:50 main:574] : INFO : Epoch 642 | loss: 0.031152 | val_loss: 0.0311661 | Time: 2545.92 ms [2020-12-22 17:03:52 main:574] : INFO : Epoch 643 | loss: 0.0311532 | val_loss: 0.0311674 | Time: 2552.62 ms [2020-12-22 17:03:55 main:574] : INFO : Epoch 644 | loss: 0.0311562 | val_loss: 0.0311665 | Time: 2539.64 ms [2020-12-22 17:03:57 main:574] : INFO : Epoch 645 | loss: 0.0311552 | val_loss: 0.031165 | Time: 2534.97 ms [2020-12-22 17:04:00 main:574] : INFO : Epoch 646 | loss: 0.0311596 | val_loss: 0.0311684 | Time: 2545.05 ms [2020-12-22 17:04:03 main:574] : INFO : Epoch 647 | loss: 0.031159 | val_loss: 0.031165 | Time: 2540.55 ms [2020-12-22 17:04:05 main:574] : INFO : Epoch 648 | loss: 0.0311583 | val_loss: 0.0311645 | Time: 2547.44 ms [2020-12-22 17:04:08 main:574] : INFO : Epoch 649 | loss: 0.0311561 | val_loss: 0.0311634 | Time: 2538.06 ms [2020-12-22 17:04:10 main:574] : INFO : Epoch 650 | loss: 0.0311557 | val_loss: 0.0311655 | Time: 2544.6 ms [2020-12-22 17:04:13 main:574] : INFO : Epoch 651 | loss: 0.0311548 | val_loss: 0.0311626 | Time: 2540.29 ms [2020-12-22 17:04:15 main:574] : INFO : Epoch 652 | loss: 0.0311548 | val_loss: 0.0311706 | Time: 2547.13 ms [2020-12-22 17:04:18 main:574] : INFO : Epoch 653 | loss: 0.0311568 | val_loss: 0.0311684 | Time: 2543.32 ms [2020-12-22 17:04:20 main:574] : INFO : Epoch 654 | loss: 0.0311557 | val_loss: 0.0311673 | Time: 2546.87 ms [2020-12-22 17:04:23 main:574] : INFO : Epoch 655 | loss: 0.031157 | val_loss: 0.0311736 | Time: 2541.96 ms [2020-12-22 17:04:25 main:574] : INFO : Epoch 656 | loss: 0.0311567 | val_loss: 0.0311693 | Time: 2546.11 ms [2020-12-22 17:04:28 main:574] : INFO : Epoch 657 | loss: 0.0311589 | val_loss: 0.0311704 | Time: 2533.99 ms [2020-12-22 17:04:31 main:574] : INFO : Epoch 658 | loss: 0.031154 | val_loss: 0.0311644 | Time: 2543.59 ms [2020-12-22 17:04:33 main:574] : INFO : Epoch 659 | loss: 0.0311538 | val_loss: 0.0311671 | Time: 2534.78 ms [2020-12-22 17:04:36 main:574] : INFO : Epoch 660 | loss: 0.0311541 | val_loss: 0.0311713 | Time: 2541.24 ms [2020-12-22 17:04:38 main:574] : INFO : Epoch 661 | loss: 0.0311543 | val_loss: 0.0311654 | Time: 2544.01 ms [2020-12-22 17:04:41 main:574] : INFO : Epoch 662 | loss: 0.0311574 | val_loss: 0.0311822 | Time: 2549.55 ms [2020-12-22 17:04:43 main:574] : INFO : Epoch 663 | loss: 0.0311582 | val_loss: 0.0311698 | Time: 2537.77 ms [2020-12-22 17:04:46 main:574] : INFO : Epoch 664 | loss: 0.0311569 | val_loss: 0.0311651 | Time: 2545.7 ms [2020-12-22 17:04:48 main:574] : INFO : Epoch 665 | loss: 0.0311566 | val_loss: 0.0311705 | Time: 2539.12 ms [2020-12-22 17:04:51 main:574] : INFO : Epoch 666 | loss: 0.0311572 | val_loss: 0.0311665 | Time: 2559.93 ms [2020-12-22 17:04:54 main:574] : INFO : Epoch 667 | loss: 0.031156 | val_loss: 0.0311654 | Time: 2560.66 ms [2020-12-22 17:04:56 main:574] : INFO : Epoch 668 | loss: 0.0311565 | val_loss: 0.0311641 | Time: 2548.46 ms [2020-12-22 17:04:59 main:574] : INFO : Epoch 669 | loss: 0.0311544 | val_loss: 0.0311642 | Time: 2537.02 ms [2020-12-22 17:05:01 main:574] : INFO : Epoch 670 | loss: 0.0311555 | val_loss: 0.0311674 | Time: 2549.75 ms [2020-12-22 17:05:04 main:574] : INFO : Epoch 671 | loss: 0.0311573 | val_loss: 0.031165 | Time: 2541.11 ms [2020-12-22 17:05:06 main:574] : INFO : Epoch 672 | loss: 0.0311548 | val_loss: 0.0311635 | Time: 2538.74 ms [2020-12-22 17:05:09 main:574] : INFO : Epoch 673 | loss: 0.0311547 | val_loss: 0.0311668 | Time: 2536.12 ms [2020-12-22 17:05:11 main:574] : INFO : Epoch 674 | loss: 0.0311558 | val_loss: 0.0311637 | Time: 2539.26 ms [2020-12-22 17:05:14 main:574] : INFO : Epoch 675 | loss: 0.0311553 | val_loss: 0.031166 | Time: 2541.72 ms [2020-12-22 17:05:16 main:574] : INFO : Epoch 676 | loss: 0.031159 | val_loss: 0.0311691 | Time: 2537.14 ms [2020-12-22 17:05:19 main:574] : INFO : Epoch 677 | loss: 0.0311588 | val_loss: 0.0311672 | Time: 2543.14 ms [2020-12-22 17:05:22 main:574] : INFO : Epoch 678 | loss: 0.0311569 | val_loss: 0.0311674 | Time: 2539.76 ms [2020-12-22 17:05:24 main:574] : INFO : Epoch 679 | loss: 0.0311555 | val_loss: 0.0311652 | Time: 2537.97 ms [2020-12-22 17:05:27 main:574] : INFO : Epoch 680 | loss: 0.0311546 | val_loss: 0.0311676 | Time: 2539.47 ms [2020-12-22 17:05:29 main:574] : INFO : Epoch 681 | loss: 0.0311545 | val_loss: 0.0311663 | Time: 2541.84 ms [2020-12-22 17:05:32 main:574] : INFO : Epoch 682 | loss: 0.0311553 | val_loss: 0.0311656 | Time: 2553.72 ms [2020-12-22 17:05:34 main:574] : INFO : Epoch 683 | loss: 0.0311534 | val_loss: 0.0311713 | Time: 2548.47 ms [2020-12-22 17:05:37 main:574] : INFO : Epoch 684 | loss: 0.0311546 | val_loss: 0.0311675 | Time: 2540.95 ms [2020-12-22 17:05:39 main:574] : INFO : Epoch 685 | loss: 0.0311545 | val_loss: 0.0311688 | Time: 2541.91 ms [2020-12-22 17:05:42 main:574] : INFO : Epoch 686 | loss: 0.0311543 | val_loss: 0.0311654 | Time: 2532.43 ms [2020-12-22 17:05:44 main:574] : INFO : Epoch 687 | loss: 0.0311542 | val_loss: 0.0311637 | Time: 2550.79 ms [2020-12-22 17:05:47 main:574] : INFO : Epoch 688 | loss: 0.0311538 | val_loss: 0.0311654 | Time: 2534.92 ms [2020-12-22 17:05:50 main:574] : INFO : Epoch 689 | loss: 0.0311545 | val_loss: 0.0311675 | Time: 2537.03 ms [2020-12-22 17:05:52 main:574] : INFO : Epoch 690 | loss: 0.031154 | val_loss: 0.0311651 | Time: 2539.83 ms [2020-12-22 17:05:55 main:574] : INFO : Epoch 691 | loss: 0.0311534 | val_loss: 0.031163 | Time: 2543.18 ms [2020-12-22 17:05:57 main:574] : INFO : Epoch 692 | loss: 0.0311531 | val_loss: 0.0311654 | Time: 2535.38 ms [2020-12-22 17:06:00 main:574] : INFO : Epoch 693 | loss: 0.0311547 | val_loss: 0.031175 | Time: 2541.45 ms [2020-12-22 17:06:02 main:574] : INFO : Epoch 694 | loss: 0.0311561 | val_loss: 0.0311623 | Time: 2542.87 ms [2020-12-22 17:06:05 main:574] : INFO : Epoch 695 | loss: 0.0311558 | val_loss: 0.0311628 | Time: 2548.3 ms [2020-12-22 17:06:07 main:574] : INFO : Epoch 696 | loss: 0.0311547 | val_loss: 0.031172 | Time: 2539.58 ms [2020-12-22 17:06:10 main:574] : INFO : Epoch 697 | loss: 0.0311598 | val_loss: 0.031164 | Time: 2555.84 ms [2020-12-22 17:06:12 main:574] : INFO : Epoch 698 | loss: 0.0311566 | val_loss: 0.0311687 | Time: 2544.01 ms [2020-12-22 17:06:15 main:574] : INFO : Epoch 699 | loss: 0.031155 | val_loss: 0.0311686 | Time: 2547.15 ms [2020-12-22 17:06:18 main:574] : INFO : Epoch 700 | loss: 0.0311567 | val_loss: 0.0311654 | Time: 2495.94 ms [2020-12-22 17:06:20 main:574] : INFO : Epoch 701 | loss: 0.031159 | val_loss: 0.0311626 | Time: 2543.36 ms [2020-12-22 17:06:23 main:574] : INFO : Epoch 702 | loss: 0.0311569 | val_loss: 0.0311619 | Time: 2541.06 ms [2020-12-22 17:06:25 main:574] : INFO : Epoch 703 | loss: 0.0311564 | val_loss: 0.0311639 | Time: 2559.29 ms [2020-12-22 17:06:28 main:574] : INFO : Epoch 704 | loss: 0.0311558 | val_loss: 0.0311617 | Time: 2544.27 ms [2020-12-22 17:06:30 main:574] : INFO : Epoch 705 | loss: 0.031155 | val_loss: 0.0311643 | Time: 2515.39 ms [2020-12-22 17:06:33 main:574] : INFO : Epoch 706 | loss: 0.031156 | val_loss: 0.0311643 | Time: 2586.77 ms [2020-12-22 17:06:35 main:574] : INFO : Epoch 707 | loss: 0.0311572 | val_loss: 0.0311665 | Time: 2550.02 ms [2020-12-22 17:06:38 main:574] : INFO : Epoch 708 | loss: 0.0311551 | val_loss: 0.0311653 | Time: 2528.87 ms [2020-12-22 17:06:41 main:574] : INFO : Epoch 709 | loss: 0.0311562 | val_loss: 0.0311645 | Time: 2546.82 ms [2020-12-22 17:06:43 main:574] : INFO : Epoch 710 | loss: 0.0311549 | val_loss: 0.0311676 | Time: 2541.82 ms [2020-12-22 17:06:46 main:574] : INFO : Epoch 711 | loss: 0.031154 | val_loss: 0.0311662 | Time: 2546.84 ms [2020-12-22 17:06:48 main:574] : INFO : Epoch 712 | loss: 0.0311543 | val_loss: 0.0311678 | Time: 2558.13 ms [2020-12-22 17:06:51 main:574] : INFO : Epoch 713 | loss: 0.0311542 | val_loss: 0.0311685 | Time: 2553.67 ms [2020-12-22 17:06:53 main:574] : INFO : Epoch 714 | loss: 0.031156 | val_loss: 0.0311684 | Time: 2539.33 ms [2020-12-22 17:06:56 main:574] : INFO : Epoch 715 | loss: 0.0311604 | val_loss: 0.0311703 | Time: 2543.48 ms [2020-12-22 17:06:58 main:574] : INFO : Epoch 716 | loss: 0.0311648 | val_loss: 0.031166 | Time: 2535.5 ms [2020-12-22 17:07:01 main:574] : INFO : Epoch 717 | loss: 0.0311609 | val_loss: 0.0311667 | Time: 2546.31 ms [2020-12-22 17:07:03 main:574] : INFO : Epoch 718 | loss: 0.0311597 | val_loss: 0.031166 | Time: 2543.68 ms [2020-12-22 17:07:06 main:574] : INFO : Epoch 719 | loss: 0.0311599 | val_loss: 0.0311668 | Time: 2503.73 ms [2020-12-22 17:07:09 main:574] : INFO : Epoch 720 | loss: 0.0311598 | val_loss: 0.0311674 | Time: 2539.67 ms [2020-12-22 17:07:11 main:574] : INFO : Epoch 721 | loss: 0.031162 | val_loss: 0.0311698 | Time: 2546.14 ms [2020-12-22 17:07:14 main:574] : INFO : Epoch 722 | loss: 0.0311603 | val_loss: 0.0311689 | Time: 2543.69 ms [2020-12-22 17:07:16 main:574] : INFO : Epoch 723 | loss: 0.0311592 | val_loss: 0.0311671 | Time: 2547.14 ms [2020-12-22 17:07:19 main:574] : INFO : Epoch 724 | loss: 0.0311589 | val_loss: 0.0311695 | Time: 2561.17 ms [2020-12-22 17:07:21 main:574] : INFO : Epoch 725 | loss: 0.0311584 | val_loss: 0.0311662 | Time: 2543.05 ms [2020-12-22 17:07:24 main:574] : INFO : Epoch 726 | loss: 0.0311571 | val_loss: 0.031167 | Time: 2564.19 ms [2020-12-22 17:07:26 main:574] : INFO : Epoch 727 | loss: 0.0311569 | val_loss: 0.0311664 | Time: 2557.76 ms [2020-12-22 17:07:29 main:574] : INFO : Epoch 728 | loss: 0.0311572 | val_loss: 0.0311702 | Time: 2541.58 ms [2020-12-22 17:07:32 main:574] : INFO : Epoch 729 | loss: 0.0311574 | val_loss: 0.0311699 | Time: 2542.2 ms [2020-12-22 17:07:34 main:574] : INFO : Epoch 730 | loss: 0.031156 | val_loss: 0.0311681 | Time: 2535.49 ms [2020-12-22 17:07:37 main:574] : INFO : Epoch 731 | loss: 0.0311565 | val_loss: 0.031168 | Time: 2542.04 ms [2020-12-22 17:07:39 main:574] : INFO : Epoch 732 | loss: 0.0311559 | val_loss: 0.0311687 | Time: 2540.09 ms [2020-12-22 17:07:42 main:574] : INFO : Epoch 733 | loss: 0.0311557 | val_loss: 0.0311673 | Time: 2547.68 ms [2020-12-22 17:07:44 main:574] : INFO : Epoch 734 | loss: 0.031156 | val_loss: 0.0311676 | Time: 2553.47 ms [2020-12-22 17:07:47 main:574] : INFO : Epoch 735 | loss: 0.0311554 | val_loss: 0.0311676 | Time: 2536.04 ms [2020-12-22 17:07:49 main:574] : INFO : Epoch 736 | loss: 0.0311577 | val_loss: 0.0311689 | Time: 2544.12 ms [2020-12-22 17:07:52 main:574] : INFO : Epoch 737 | loss: 0.0311564 | val_loss: 0.0311679 | Time: 2538.94 ms [2020-12-22 17:07:54 main:574] : INFO : Epoch 738 | loss: 0.0311584 | val_loss: 0.0311685 | Time: 2552.39 ms [2020-12-22 17:07:57 main:574] : INFO : Epoch 739 | loss: 0.0311581 | val_loss: 0.031174 | Time: 2570.12 ms [2020-12-22 17:08:00 main:574] : INFO : Epoch 740 | loss: 0.0311582 | val_loss: 0.0311666 | Time: 2554.86 ms [2020-12-22 17:08:02 main:574] : INFO : Epoch 741 | loss: 0.0311576 | val_loss: 0.0311654 | Time: 2541.81 ms [2020-12-22 17:08:05 main:574] : INFO : Epoch 742 | loss: 0.0311557 | val_loss: 0.0311679 | Time: 2543.99 ms [2020-12-22 17:08:07 main:574] : INFO : Epoch 743 | loss: 0.0311565 | val_loss: 0.0311671 | Time: 2551.47 ms [2020-12-22 17:08:10 main:574] : INFO : Epoch 744 | loss: 0.0311583 | val_loss: 0.0311686 | Time: 2535.29 ms [2020-12-22 17:08:12 main:574] : INFO : Epoch 745 | loss: 0.0311565 | val_loss: 0.0311656 | Time: 2542 ms [2020-12-22 17:08:15 main:574] : INFO : Epoch 746 | loss: 0.0311581 | val_loss: 0.0311758 | Time: 2544.82 ms [2020-12-22 17:08:17 main:574] : INFO : Epoch 747 | loss: 0.0311583 | val_loss: 0.0311657 | Time: 2525.27 ms [2020-12-22 17:08:20 main:574] : INFO : Epoch 748 | loss: 0.0311556 | val_loss: 0.0311646 | Time: 2553.09 ms [2020-12-22 17:08:23 main:574] : INFO : Epoch 749 | loss: 0.0311586 | val_loss: 0.0311679 | Time: 2542.75 ms [2020-12-22 17:08:25 main:574] : INFO : Epoch 750 | loss: 0.031157 | val_loss: 0.0311662 | Time: 2549.33 ms [2020-12-22 17:08:28 main:574] : INFO : Epoch 751 | loss: 0.0311579 | val_loss: 0.031165 | Time: 2532.19 ms [2020-12-22 17:08:30 main:574] : INFO : Epoch 752 | loss: 0.0311571 | val_loss: 0.0311739 | Time: 2544.44 ms [2020-12-22 17:08:33 main:574] : INFO : Epoch 753 | loss: 0.0311599 | val_loss: 0.0311635 | Time: 2540.74 ms [2020-12-22 17:08:35 main:574] : INFO : Epoch 754 | loss: 0.0311571 | val_loss: 0.0311645 | Time: 2545.35 ms [2020-12-22 17:08:38 main:574] : INFO : Epoch 755 | loss: 0.0311569 | val_loss: 0.0311654 | Time: 2543.16 ms [2020-12-22 17:08:40 main:574] : INFO : Epoch 756 | loss: 0.031157 | val_loss: 0.0311639 | Time: 2628.89 ms [2020-12-22 17:08:43 main:574] : INFO : Epoch 757 | loss: 0.0311566 | val_loss: 0.0311644 | Time: 2542.18 ms [2020-12-22 17:08:46 main:574] : INFO : Epoch 758 | loss: 0.0311581 | val_loss: 0.0311629 | Time: 2539.64 ms [2020-12-22 17:08:48 main:574] : INFO : Epoch 759 | loss: 0.031157 | val_loss: 0.0311634 | Time: 2542.11 ms [2020-12-22 17:08:51 main:574] : INFO : Epoch 760 | loss: 0.0311575 | val_loss: 0.0311646 | Time: 2497.31 ms [2020-12-22 17:08:53 main:574] : INFO : Epoch 761 | loss: 0.031157 | val_loss: 0.031161 | Time: 2487.47 ms [2020-12-22 17:08:56 main:574] : INFO : Epoch 762 | loss: 0.0311587 | val_loss: 0.0311617 | Time: 2474.52 ms [2020-12-22 17:08:58 main:574] : INFO : Epoch 763 | loss: 0.0311576 | val_loss: 0.0311606 | Time: 2474.63 ms [2020-12-22 17:09:01 main:574] : INFO : Epoch 764 | loss: 0.0311578 | val_loss: 0.0311618 | Time: 2546.14 ms [2020-12-22 17:09:03 main:574] : INFO : Epoch 765 | loss: 0.0311562 | val_loss: 0.0311632 | Time: 2559.46 ms [2020-12-22 17:09:06 main:574] : INFO : Epoch 766 | loss: 0.0311572 | val_loss: 0.0311677 | Time: 2541.4 ms [2020-12-22 17:09:08 main:574] : INFO : Epoch 767 | loss: 0.0311587 | val_loss: 0.0311604 | Time: 2540.12 ms [2020-12-22 17:09:11 main:574] : INFO : Epoch 768 | loss: 0.031156 | val_loss: 0.0311585 | Time: 2537.24 ms [2020-12-22 17:09:13 main:574] : INFO : Epoch 769 | loss: 0.0311562 | val_loss: 0.0311618 | Time: 2528.34 ms [2020-12-22 17:09:16 main:574] : INFO : Epoch 770 | loss: 0.031155 | val_loss: 0.0311626 | Time: 2533.99 ms [2020-12-22 17:09:18 main:574] : INFO : Epoch 771 | loss: 0.0311566 | val_loss: 0.0311605 | Time: 2520.93 ms [2020-12-22 17:09:21 main:574] : INFO : Epoch 772 | loss: 0.0311553 | val_loss: 0.0311625 | Time: 2546.43 ms [2020-12-22 17:09:23 main:574] : INFO : Epoch 773 | loss: 0.031156 | val_loss: 0.0311603 | Time: 2540.99 ms [2020-12-22 17:09:26 main:574] : INFO : Epoch 774 | loss: 0.0311571 | val_loss: 0.0311605 | Time: 2557.08 ms [2020-12-22 17:09:29 main:574] : INFO : Epoch 775 | loss: 0.0311562 | val_loss: 0.0311624 | Time: 2541.86 ms [2020-12-22 17:09:31 main:574] : INFO : Epoch 776 | loss: 0.0311627 | val_loss: 0.0311616 | Time: 2541.51 ms [2020-12-22 17:09:34 main:574] : INFO : Epoch 777 | loss: 0.0311556 | val_loss: 0.0311613 | Time: 2537.09 ms [2020-12-22 17:09:36 main:574] : INFO : Epoch 778 | loss: 0.0311548 | val_loss: 0.0311623 | Time: 2562.08 ms [2020-12-22 17:09:39 main:574] : INFO : Epoch 779 | loss: 0.031155 | val_loss: 0.0311601 | Time: 2550.12 ms [2020-12-22 17:09:41 main:574] : INFO : Epoch 780 | loss: 0.0311551 | val_loss: 0.0311595 | Time: 2539.76 ms [2020-12-22 17:09:44 main:574] : INFO : Epoch 781 | loss: 0.0311543 | val_loss: 0.0311612 | Time: 2555.42 ms [2020-12-22 17:09:46 main:574] : INFO : Epoch 782 | loss: 0.0311554 | val_loss: 0.0311599 | Time: 2540.68 ms [2020-12-22 17:09:49 main:574] : INFO : Epoch 783 | loss: 0.031154 | val_loss: 0.0311614 | Time: 2545.81 ms [2020-12-22 17:09:52 main:574] : INFO : Epoch 784 | loss: 0.0311547 | val_loss: 0.0311602 | Time: 2530.94 ms [2020-12-22 17:09:54 main:574] : INFO : Epoch 785 | loss: 0.0311543 | val_loss: 0.0311616 | Time: 2551.34 ms [2020-12-22 17:09:57 main:574] : INFO : Epoch 786 | loss: 0.0311537 | val_loss: 0.0311601 | Time: 2539.63 ms [2020-12-22 17:09:59 main:574] : INFO : Epoch 787 | loss: 0.0311538 | val_loss: 0.0311617 | Time: 2532.09 ms [2020-12-22 17:10:02 main:574] : INFO : Epoch 788 | loss: 0.0311541 | val_loss: 0.0311624 | Time: 2467.78 ms [2020-12-22 17:10:04 main:574] : INFO : Epoch 789 | loss: 0.0311542 | val_loss: 0.0311637 | Time: 2475.1 ms [2020-12-22 17:10:07 main:574] : INFO : Epoch 790 | loss: 0.0311574 | val_loss: 0.0311661 | Time: 2480.83 ms [2020-12-22 17:10:09 main:574] : INFO : Epoch 791 | loss: 0.0311576 | val_loss: 0.0311667 | Time: 2472.49 ms [2020-12-22 17:10:12 main:574] : INFO : Epoch 792 | loss: 0.0311572 | val_loss: 0.0311629 | Time: 2517.17 ms [2020-12-22 17:10:14 main:574] : INFO : Epoch 793 | loss: 0.0311581 | val_loss: 0.0311646 | Time: 2529.04 ms [2020-12-22 17:10:27 main:574] : INFO : Epoch 794 | loss: 0.0311576 | val_loss: 0.0311637 | Time: 12549 ms [2020-12-22 17:10:29 main:574] : INFO : Epoch 795 | loss: 0.031161 | val_loss: 0.031175 | Time: 2544.93 ms [2020-12-22 17:10:32 main:574] : INFO : Epoch 796 | loss: 0.0311623 | val_loss: 0.0311651 | Time: 2532.22 ms [2020-12-22 17:10:34 main:574] : INFO : Epoch 797 | loss: 0.0311593 | val_loss: 0.0311612 | Time: 2548.55 ms [2020-12-22 17:10:37 main:574] : INFO : Epoch 798 | loss: 0.0311596 | val_loss: 0.0311651 | Time: 2542.06 ms [2020-12-22 17:10:39 main:574] : INFO : Epoch 799 | loss: 0.0311594 | val_loss: 0.0311617 | Time: 2556.55 ms [2020-12-22 17:10:42 main:574] : INFO : Epoch 800 | loss: 0.0311589 | val_loss: 0.0311608 | Time: 2541.67 ms [2020-12-22 17:10:45 main:574] : INFO : Epoch 801 | loss: 0.0311586 | val_loss: 0.031168 | Time: 2552.12 ms [2020-12-22 17:10:47 main:574] : INFO : Epoch 802 | loss: 0.0311575 | val_loss: 0.0311639 | Time: 2545.29 ms [2020-12-22 17:10:50 main:574] : INFO : Epoch 803 | loss: 0.0311563 | val_loss: 0.0311669 | Time: 2546.96 ms [2020-12-22 17:10:52 main:574] : INFO : Epoch 804 | loss: 0.0311587 | val_loss: 0.0311641 | Time: 2538.99 ms [2020-12-22 17:10:55 main:574] : INFO : Epoch 805 | loss: 0.0311558 | val_loss: 0.0311617 | Time: 2550.81 ms [2020-12-22 17:10:57 main:574] : INFO : Epoch 806 | loss: 0.0311552 | val_loss: 0.0311622 | Time: 2543.81 ms [2020-12-22 17:11:00 main:574] : INFO : Epoch 807 | loss: 0.031156 | val_loss: 0.031166 | Time: 2552.73 ms [2020-12-22 17:11:02 main:574] : INFO : Epoch 808 | loss: 0.0311598 | val_loss: 0.0311688 | Time: 2542.46 ms [2020-12-22 17:11:05 main:574] : INFO : Epoch 809 | loss: 0.03116 | val_loss: 0.0311676 | Time: 2551.59 ms [2020-12-22 17:11:08 main:574] : INFO : Epoch 810 | loss: 0.0311594 | val_loss: 0.0311676 | Time: 2538.52 ms [2020-12-22 17:11:10 main:574] : INFO : Epoch 811 | loss: 0.031161 | val_loss: 0.0311663 | Time: 2545.37 ms [2020-12-22 17:11:13 main:574] : INFO : Epoch 812 | loss: 0.0311613 | val_loss: 0.031166 | Time: 2547.47 ms [2020-12-22 17:11:15 main:574] : INFO : Epoch 813 | loss: 0.0311614 | val_loss: 0.0311692 | Time: 2548.99 ms [2020-12-22 17:11:18 main:574] : INFO : Epoch 814 | loss: 0.031159 | val_loss: 0.031165 | Time: 2539.12 ms [2020-12-22 17:11:20 main:574] : INFO : Epoch 815 | loss: 0.0311567 | val_loss: 0.0311669 | Time: 2560.94 ms [2020-12-22 17:11:23 main:574] : INFO : Epoch 816 | loss: 0.0311569 | val_loss: 0.031171 | Time: 2542.74 ms [2020-12-22 17:11:25 main:574] : INFO : Epoch 817 | loss: 0.0311581 | val_loss: 0.031164 | Time: 2550.67 ms [2020-12-22 17:11:28 main:574] : INFO : Epoch 818 | loss: 0.0311572 | val_loss: 0.0311668 | Time: 2540.14 ms [2020-12-22 17:11:30 main:574] : INFO : Epoch 819 | loss: 0.0311584 | val_loss: 0.0311677 | Time: 2563.94 ms [2020-12-22 17:11:33 main:574] : INFO : Epoch 820 | loss: 0.0311589 | val_loss: 0.0311676 | Time: 2562.76 ms [2020-12-22 17:11:36 main:574] : INFO : Epoch 821 | loss: 0.0311578 | val_loss: 0.0311656 | Time: 2553.71 ms [2020-12-22 17:11:38 main:574] : INFO : Epoch 822 | loss: 0.0311566 | val_loss: 0.0311664 | Time: 2537.41 ms [2020-12-22 17:11:41 main:574] : INFO : Epoch 823 | loss: 0.0311567 | val_loss: 0.0311637 | Time: 2546.79 ms [2020-12-22 17:11:43 main:574] : INFO : Epoch 824 | loss: 0.0311582 | val_loss: 0.0311646 | Time: 2544.2 ms [2020-12-22 17:11:46 main:574] : INFO : Epoch 825 | loss: 0.0311586 | val_loss: 0.0311676 | Time: 2546.97 ms [2020-12-22 17:11:48 main:574] : INFO : Epoch 826 | loss: 0.0311572 | val_loss: 0.0311686 | Time: 2542.26 ms [2020-12-22 17:11:51 main:574] : INFO : Epoch 827 | loss: 0.0311563 | val_loss: 0.0311683 | Time: 2544.5 ms [2020-12-22 17:11:53 main:574] : INFO : Epoch 828 | loss: 0.0311568 | val_loss: 0.0311641 | Time: 2544.96 ms [2020-12-22 17:11:56 main:574] : INFO : Epoch 829 | loss: 0.0311594 | val_loss: 0.0311644 | Time: 2552.34 ms [2020-12-22 17:11:59 main:574] : INFO : Epoch 830 | loss: 0.0311615 | val_loss: 0.031167 | Time: 2545.7 ms [2020-12-22 17:12:01 main:574] : INFO : Epoch 831 | loss: 0.0311652 | val_loss: 0.0311741 | Time: 2552.1 ms [2020-12-22 17:12:04 main:574] : INFO : Epoch 832 | loss: 0.0311613 | val_loss: 0.0311703 | Time: 2543.28 ms [2020-12-22 17:12:06 main:574] : INFO : Epoch 833 | loss: 0.0311616 | val_loss: 0.0311725 | Time: 2548.39 ms [2020-12-22 17:12:09 main:574] : INFO : Epoch 834 | loss: 0.0311618 | val_loss: 0.031168 | Time: 2543.37 ms [2020-12-22 17:12:11 main:574] : INFO : Epoch 835 | loss: 0.0311594 | val_loss: 0.0311685 | Time: 2551.56 ms [2020-12-22 17:12:14 main:574] : INFO : Epoch 836 | loss: 0.0311585 | val_loss: 0.0311693 | Time: 2561.12 ms [2020-12-22 17:12:16 main:574] : INFO : Epoch 837 | loss: 0.0311619 | val_loss: 0.03117 | Time: 2552.54 ms [2020-12-22 17:12:19 main:574] : INFO : Epoch 838 | loss: 0.0311603 | val_loss: 0.0311672 | Time: 2564.91 ms [2020-12-22 17:12:22 main:574] : INFO : Epoch 839 | loss: 0.0311594 | val_loss: 0.0311658 | Time: 2546.45 ms [2020-12-22 17:12:24 main:574] : INFO : Epoch 840 | loss: 0.0311604 | val_loss: 0.0311677 | Time: 2546.8 ms [2020-12-22 17:12:27 main:574] : INFO : Epoch 841 | loss: 0.0311624 | val_loss: 0.0311708 | Time: 2547.64 ms [2020-12-22 17:12:29 main:574] : INFO : Epoch 842 | loss: 0.0311602 | val_loss: 0.0311679 | Time: 2546.35 ms [2020-12-22 17:12:32 main:574] : INFO : Epoch 843 | loss: 0.031159 | val_loss: 0.0311688 | Time: 2546.44 ms [2020-12-22 17:12:34 main:574] : INFO : Epoch 844 | loss: 0.031158 | val_loss: 0.0311689 | Time: 2558.36 ms [2020-12-22 17:12:37 main:574] : INFO : Epoch 845 | loss: 0.0311595 | val_loss: 0.0311655 | Time: 2542.31 ms [2020-12-22 17:12:39 main:574] : INFO : Epoch 846 | loss: 0.0311609 | val_loss: 0.0311721 | Time: 2544.28 ms [2020-12-22 17:12:42 main:574] : INFO : Epoch 847 | loss: 0.0311598 | val_loss: 0.0311689 | Time: 2545.27 ms [2020-12-22 17:12:45 main:574] : INFO : Epoch 848 | loss: 0.031158 | val_loss: 0.0311677 | Time: 2542.1 ms [2020-12-22 17:12:47 main:574] : INFO : Epoch 849 | loss: 0.0311562 | val_loss: 0.031167 | Time: 2558.83 ms [2020-12-22 17:12:50 main:574] : INFO : Epoch 850 | loss: 0.0311568 | val_loss: 0.031166 | Time: 2557.96 ms [2020-12-22 17:12:52 main:574] : INFO : Epoch 851 | loss: 0.0311581 | val_loss: 0.0311648 | Time: 2542.03 ms [2020-12-22 17:12:55 main:574] : INFO : Epoch 852 | loss: 0.0311567 | val_loss: 0.0311675 | Time: 2547.61 ms [2020-12-22 17:12:57 main:574] : INFO : Epoch 853 | loss: 0.0311565 | val_loss: 0.0311638 | Time: 2547.99 ms [2020-12-22 17:13:00 main:574] : INFO : Epoch 854 | loss: 0.0311555 | val_loss: 0.0311645 | Time: 2560.16 ms [2020-12-22 17:13:02 main:574] : INFO : Epoch 855 | loss: 0.0311558 | val_loss: 0.0311657 | Time: 2543.98 ms [2020-12-22 17:13:05 main:574] : INFO : Epoch 856 | loss: 0.0311566 | val_loss: 0.0311643 | Time: 2544.76 ms [2020-12-22 17:13:08 main:574] : INFO : Epoch 857 | loss: 0.0311587 | val_loss: 0.0311683 | Time: 2545.75 ms [2020-12-22 17:13:10 main:574] : INFO : Epoch 858 | loss: 0.0311578 | val_loss: 0.0311642 | Time: 2553.93 ms [2020-12-22 17:13:13 main:574] : INFO : Epoch 859 | loss: 0.031159 | val_loss: 0.031166 | Time: 2545.03 ms [2020-12-22 17:13:15 main:574] : INFO : Epoch 860 | loss: 0.0311579 | val_loss: 0.0311651 | Time: 2540.44 ms [2020-12-22 17:13:18 main:574] : INFO : Epoch 861 | loss: 0.0311573 | val_loss: 0.0311654 | Time: 2547.27 ms [2020-12-22 17:13:20 main:574] : INFO : Epoch 862 | loss: 0.0311588 | val_loss: 0.0311667 | Time: 2553.88 ms [2020-12-22 17:13:23 main:574] : INFO : Epoch 863 | loss: 0.0311583 | val_loss: 0.0311697 | Time: 2548.29 ms [2020-12-22 17:13:25 main:574] : INFO : Epoch 864 | loss: 0.031158 | val_loss: 0.0311669 | Time: 2551.63 ms [2020-12-22 17:13:28 main:574] : INFO : Epoch 865 | loss: 0.0311578 | val_loss: 0.0311704 | Time: 2546.88 ms [2020-12-22 17:13:31 main:574] : INFO : Epoch 866 | loss: 0.0311588 | val_loss: 0.0311707 | Time: 2557.91 ms [2020-12-22 17:13:33 main:574] : INFO : Epoch 867 | loss: 0.0311586 | val_loss: 0.0311678 | Time: 2550.33 ms [2020-12-22 17:13:36 main:574] : INFO : Epoch 868 | loss: 0.0311576 | val_loss: 0.031167 | Time: 2545.99 ms [2020-12-22 17:13:38 main:574] : INFO : Epoch 869 | loss: 0.0311571 | val_loss: 0.0311671 | Time: 2570 ms [2020-12-22 17:13:41 main:574] : INFO : Epoch 870 | loss: 0.0311581 | val_loss: 0.0311703 | Time: 2556.96 ms [2020-12-22 17:13:43 main:574] : INFO : Epoch 871 | loss: 0.0311572 | val_loss: 0.0311668 | Time: 2564.08 ms [2020-12-22 17:13:46 main:574] : INFO : Epoch 872 | loss: 0.0311573 | val_loss: 0.0311662 | Time: 2563.73 ms [2020-12-22 17:13:49 main:574] : INFO : Epoch 873 | loss: 0.0311588 | val_loss: 0.0311727 | Time: 2572.13 ms [2020-12-22 17:13:51 main:574] : INFO : Epoch 874 | loss: 0.031158 | val_loss: 0.0311665 | Time: 2547.54 ms [2020-12-22 17:13:54 main:574] : INFO : Epoch 875 | loss: 0.0311556 | val_loss: 0.0311671 | Time: 2540.89 ms [2020-12-22 17:13:56 main:574] : INFO : Epoch 876 | loss: 0.0311564 | val_loss: 0.0311671 | Time: 2546.97 ms [2020-12-22 17:13:59 main:574] : INFO : Epoch 877 | loss: 0.0311574 | val_loss: 0.0311675 | Time: 2545.95 ms [2020-12-22 17:14:01 main:574] : INFO : Epoch 878 | loss: 0.031156 | val_loss: 0.031172 | Time: 2544.52 ms [2020-12-22 17:14:04 main:574] : INFO : Epoch 879 | loss: 0.0311585 | val_loss: 0.031169 | Time: 2539.9 ms [2020-12-22 17:14:06 main:574] : INFO : Epoch 880 | loss: 0.0311584 | val_loss: 0.0311659 | Time: 2551.66 ms [2020-12-22 17:14:09 main:574] : INFO : Epoch 881 | loss: 0.0311613 | val_loss: 0.0311666 | Time: 2547.64 ms [2020-12-22 17:14:12 main:574] : INFO : Epoch 882 | loss: 0.0311594 | val_loss: 0.0311647 | Time: 2550.41 ms [2020-12-22 17:14:14 main:574] : INFO : Epoch 883 | loss: 0.031158 | val_loss: 0.0311656 | Time: 2537.35 ms [2020-12-22 17:14:17 main:574] : INFO : Epoch 884 | loss: 0.0311605 | val_loss: 0.0311702 | Time: 2547.26 ms [2020-12-22 17:14:19 main:574] : INFO : Epoch 885 | loss: 0.0311584 | val_loss: 0.0311662 | Time: 2552.18 ms [2020-12-22 17:14:22 main:574] : INFO : Epoch 886 | loss: 0.0311573 | val_loss: 0.0311643 | Time: 2539.58 ms [2020-12-22 17:14:24 main:574] : INFO : Epoch 887 | loss: 0.0311576 | val_loss: 0.0311646 | Time: 2542.15 ms [2020-12-22 17:14:27 main:574] : INFO : Epoch 888 | loss: 0.0311567 | val_loss: 0.0311658 | Time: 2537.51 ms [2020-12-22 17:14:29 main:574] : INFO : Epoch 889 | loss: 0.0311573 | val_loss: 0.0311653 | Time: 2549.72 ms [2020-12-22 17:14:32 main:574] : INFO : Epoch 890 | loss: 0.0311566 | val_loss: 0.0311675 | Time: 2543.57 ms [2020-12-22 17:14:34 main:574] : INFO : Epoch 891 | loss: 0.0311566 | val_loss: 0.0311665 | Time: 2549.85 ms [2020-12-22 17:14:37 main:574] : INFO : Epoch 892 | loss: 0.0311563 | val_loss: 0.0311657 | Time: 2547.97 ms [2020-12-22 17:14:40 main:574] : INFO : Epoch 893 | loss: 0.0311563 | val_loss: 0.0311682 | Time: 2545.37 ms [2020-12-22 17:14:42 main:574] : INFO : Epoch 894 | loss: 0.0311572 | val_loss: 0.0311648 | Time: 2560.88 ms [2020-12-22 17:14:45 main:574] : INFO : Epoch 895 | loss: 0.0311571 | val_loss: 0.0311662 | Time: 2565.6 ms [2020-12-22 17:14:47 main:574] : INFO : Epoch 896 | loss: 0.0311581 | val_loss: 0.0311692 | Time: 2538.67 ms [2020-12-22 17:14:50 main:574] : INFO : Epoch 897 | loss: 0.0311565 | val_loss: 0.0311662 | Time: 2542.49 ms [2020-12-22 17:14:52 main:574] : INFO : Epoch 898 | loss: 0.0311558 | val_loss: 0.0311647 | Time: 2541.48 ms [2020-12-22 17:14:55 main:574] : INFO : Epoch 899 | loss: 0.0311565 | val_loss: 0.0311681 | Time: 2544.58 ms [2020-12-22 17:14:57 main:574] : INFO : Epoch 900 | loss: 0.0311559 | val_loss: 0.0311663 | Time: 2540.5 ms [2020-12-22 17:15:00 main:574] : INFO : Epoch 901 | loss: 0.0311553 | val_loss: 0.0311694 | Time: 2544.34 ms [2020-12-22 17:15:03 main:574] : INFO : Epoch 902 | loss: 0.0311562 | val_loss: 0.0311651 | Time: 2553.99 ms [2020-12-22 17:15:05 main:574] : INFO : Epoch 903 | loss: 0.0311568 | val_loss: 0.0311688 | Time: 2551.07 ms [2020-12-22 17:15:08 main:574] : INFO : Epoch 904 | loss: 0.0311565 | val_loss: 0.0311649 | Time: 2575.09 ms [2020-12-22 17:15:10 main:574] : INFO : Epoch 905 | loss: 0.0311566 | val_loss: 0.0311665 | Time: 2562.85 ms [2020-12-22 17:15:13 main:574] : INFO : Epoch 906 | loss: 0.0311561 | val_loss: 0.0311675 | Time: 2551.9 ms [2020-12-22 17:15:15 main:574] : INFO : Epoch 907 | loss: 0.0311557 | val_loss: 0.0311677 | Time: 2546.35 ms [2020-12-22 17:15:18 main:574] : INFO : Epoch 908 | loss: 0.0311561 | val_loss: 0.0311665 | Time: 2540.47 ms [2020-12-22 17:15:20 main:574] : INFO : Epoch 909 | loss: 0.0311556 | val_loss: 0.0311677 | Time: 2547.43 ms [2020-12-22 17:15:23 main:574] : INFO : Epoch 910 | loss: 0.0311555 | val_loss: 0.0311665 | Time: 2537.56 ms [2020-12-22 17:15:26 main:574] : INFO : Epoch 911 | loss: 0.0311548 | val_loss: 0.0311686 | Time: 2555.21 ms [2020-12-22 17:15:28 main:574] : INFO : Epoch 912 | loss: 0.0311545 | val_loss: 0.031168 | Time: 2572.31 ms [2020-12-22 17:15:31 main:574] : INFO : Epoch 913 | loss: 0.0311579 | val_loss: 0.0311674 | Time: 2549.87 ms [2020-12-22 17:15:33 main:574] : INFO : Epoch 914 | loss: 0.0311609 | val_loss: 0.0311672 | Time: 2545.73 ms [2020-12-22 17:15:36 main:574] : INFO : Epoch 915 | loss: 0.0311601 | val_loss: 0.0311697 | Time: 2537.85 ms [2020-12-22 17:15:38 main:574] : INFO : Epoch 916 | loss: 0.031162 | val_loss: 0.031168 | Time: 2537.43 ms [2020-12-22 17:15:41 main:574] : INFO : Epoch 917 | loss: 0.0311619 | val_loss: 0.0311695 | Time: 2557.15 ms [2020-12-22 17:15:43 main:574] : INFO : Epoch 918 | loss: 0.0311646 | val_loss: 0.0311757 | Time: 2541.5 ms [2020-12-22 17:15:46 main:574] : INFO : Epoch 919 | loss: 0.0311676 | val_loss: 0.0312321 | Time: 2542.56 ms [2020-12-22 17:15:49 main:574] : INFO : Epoch 920 | loss: 0.0326654 | val_loss: 0.0372583 | Time: 2547.39 ms [2020-12-22 17:15:51 main:574] : INFO : Epoch 921 | loss: 0.0324442 | val_loss: 0.031574 | Time: 2548.75 ms [2020-12-22 17:15:54 main:574] : INFO : Epoch 922 | loss: 0.03137 | val_loss: 0.0312296 | Time: 2541.86 ms [2020-12-22 17:15:56 main:574] : INFO : Epoch 923 | loss: 0.0312006 | val_loss: 0.031181 | Time: 2555.13 ms [2020-12-22 17:15:59 main:574] : INFO : Epoch 924 | loss: 0.03117 | val_loss: 0.031169 | Time: 2539.82 ms [2020-12-22 17:16:01 main:574] : INFO : Epoch 925 | loss: 0.0311626 | val_loss: 0.0311674 | Time: 2550.92 ms [2020-12-22 17:16:04 main:574] : INFO : Epoch 926 | loss: 0.0311613 | val_loss: 0.0311667 | Time: 2542.56 ms [2020-12-22 17:16:06 main:574] : INFO : Epoch 927 | loss: 0.0311603 | val_loss: 0.0311695 | Time: 2549.47 ms [2020-12-22 17:16:09 main:574] : INFO : Epoch 928 | loss: 0.0311594 | val_loss: 0.0311667 | Time: 2543.47 ms [2020-12-22 17:16:12 main:574] : INFO : Epoch 929 | loss: 0.0311592 | val_loss: 0.0311671 | Time: 2559.19 ms [2020-12-22 17:16:14 main:574] : INFO : Epoch 930 | loss: 0.0311596 | val_loss: 0.031166 | Time: 2582.9 ms [2020-12-22 17:16:17 main:574] : INFO : Epoch 931 | loss: 0.0311584 | val_loss: 0.0311674 | Time: 2547.43 ms [2020-12-22 17:16:19 main:574] : INFO : Epoch 932 | loss: 0.0311575 | val_loss: 0.0311656 | Time: 2544.72 ms [2020-12-22 17:16:22 main:574] : INFO : Epoch 933 | loss: 0.0311571 | val_loss: 0.0311673 | Time: 2542.43 ms [2020-12-22 17:16:24 main:574] : INFO : Epoch 934 | loss: 0.0311594 | val_loss: 0.0311664 | Time: 2542.84 ms [2020-12-22 17:16:27 main:574] : INFO : Epoch 935 | loss: 0.0311598 | val_loss: 0.0311671 | Time: 2538.16 ms [2020-12-22 17:16:29 main:574] : INFO : Epoch 936 | loss: 0.0311588 | val_loss: 0.031166 | Time: 2543.37 ms [2020-12-22 17:16:32 main:574] : INFO : Epoch 937 | loss: 0.0311584 | val_loss: 0.0311656 | Time: 2540.95 ms [2020-12-22 17:16:35 main:574] : INFO : Epoch 938 | loss: 0.0311586 | val_loss: 0.0311671 | Time: 2536.76 ms [2020-12-22 17:16:37 main:574] : INFO : Epoch 939 | loss: 0.0311576 | val_loss: 0.0311659 | Time: 2539.78 ms [2020-12-22 17:16:40 main:574] : INFO : Epoch 940 | loss: 0.0311574 | val_loss: 0.031167 | Time: 2547.18 ms [2020-12-22 17:16:42 main:574] : INFO : Epoch 941 | loss: 0.0311566 | val_loss: 0.0311659 | Time: 2540.76 ms [2020-12-22 17:16:45 main:574] : INFO : Epoch 942 | loss: 0.0311566 | val_loss: 0.0311641 | Time: 2547.66 ms [2020-12-22 17:16:47 main:574] : INFO : Epoch 943 | loss: 0.0311578 | val_loss: 0.0311644 | Time: 2538.96 ms [2020-12-22 17:16:50 main:574] : INFO : Epoch 944 | loss: 0.0311572 | val_loss: 0.0311674 | Time: 2545.83 ms [2020-12-22 17:16:52 main:574] : INFO : Epoch 945 | loss: 0.0311572 | val_loss: 0.031168 | Time: 2542.01 ms [2020-12-22 17:16:55 main:574] : INFO : Epoch 946 | loss: 0.0311561 | val_loss: 0.0311662 | Time: 2543.65 ms [2020-12-22 17:16:57 main:574] : INFO : Epoch 947 | loss: 0.0311561 | val_loss: 0.0311661 | Time: 2535.75 ms [2020-12-22 17:17:00 main:574] : INFO : Epoch 948 | loss: 0.0311561 | val_loss: 0.0311662 | Time: 2548.24 ms [2020-12-22 17:17:03 main:574] : INFO : Epoch 949 | loss: 0.031157 | val_loss: 0.0311658 | Time: 2540.56 ms [2020-12-22 17:17:05 main:574] : INFO : Epoch 950 | loss: 0.0311572 | val_loss: 0.0311649 | Time: 2557.18 ms [2020-12-22 17:17:08 main:574] : INFO : Epoch 951 | loss: 0.0311564 | val_loss: 0.0311651 | Time: 2547.8 ms [2020-12-22 17:17:10 main:574] : INFO : Epoch 952 | loss: 0.0311559 | val_loss: 0.0311657 | Time: 2547.14 ms [2020-12-22 17:17:13 main:574] : INFO : Epoch 953 | loss: 0.0311568 | val_loss: 0.0311662 | Time: 2552.66 ms [2020-12-22 17:17:15 main:574] : INFO : Epoch 954 | loss: 0.0311577 | val_loss: 0.0311686 | Time: 2555.68 ms [2020-12-22 17:17:18 main:574] : INFO : Epoch 955 | loss: 0.0311574 | val_loss: 0.0311677 | Time: 2535.36 ms [2020-12-22 17:17:20 main:574] : INFO : Epoch 956 | loss: 0.0311559 | val_loss: 0.0311678 | Time: 2551.6 ms [2020-12-22 17:17:23 main:574] : INFO : Epoch 957 | loss: 0.031156 | val_loss: 0.031167 | Time: 2535.83 ms [2020-12-22 17:17:26 main:574] : INFO : Epoch 958 | loss: 0.0311597 | val_loss: 0.0311705 | Time: 2549.42 ms [2020-12-22 17:17:28 main:574] : INFO : Epoch 959 | loss: 0.031158 | val_loss: 0.0311712 | Time: 2539.24 ms [2020-12-22 17:17:31 main:574] : INFO : Epoch 960 | loss: 0.0311586 | val_loss: 0.0311694 | Time: 2552.44 ms [2020-12-22 17:17:33 main:574] : INFO : Epoch 961 | loss: 0.0311586 | val_loss: 0.0311687 | Time: 2542.82 ms [2020-12-22 17:17:36 main:574] : INFO : Epoch 962 | loss: 0.0311582 | val_loss: 0.0311717 | Time: 2546.84 ms [2020-12-22 17:17:38 main:574] : INFO : Epoch 963 | loss: 0.0311593 | val_loss: 0.0311728 | Time: 2539.69 ms [2020-12-22 17:17:41 main:574] : INFO : Epoch 964 | loss: 0.0311585 | val_loss: 0.0311697 | Time: 2551.05 ms [2020-12-22 17:17:43 main:574] : INFO : Epoch 965 | loss: 0.0311584 | val_loss: 0.0311703 | Time: 2546.2 ms [2020-12-22 17:17:46 main:574] : INFO : Epoch 966 | loss: 0.0311575 | val_loss: 0.0311718 | Time: 2547.12 ms [2020-12-22 17:17:48 main:574] : INFO : Epoch 967 | loss: 0.0311576 | val_loss: 0.0311719 | Time: 2544.05 ms [2020-12-22 17:17:51 main:574] : INFO : Epoch 968 | loss: 0.0311578 | val_loss: 0.0311687 | Time: 2549.65 ms [2020-12-22 17:17:54 main:574] : INFO : Epoch 969 | loss: 0.0311572 | val_loss: 0.0311768 | Time: 2543.41 ms [2020-12-22 17:17:56 main:574] : INFO : Epoch 970 | loss: 0.0311682 | val_loss: 0.0311716 | Time: 2558.39 ms [2020-12-22 17:17:59 main:574] : INFO : Epoch 971 | loss: 0.031167 | val_loss: 0.0311718 | Time: 2551.88 ms [2020-12-22 17:18:01 main:574] : INFO : Epoch 972 | loss: 0.0311672 | val_loss: 0.0311722 | Time: 2564.82 ms [2020-12-22 17:18:04 main:574] : INFO : Epoch 973 | loss: 0.0311665 | val_loss: 0.0311725 | Time: 2566.65 ms [2020-12-22 17:18:06 main:574] : INFO : Epoch 974 | loss: 0.0311654 | val_loss: 0.0311699 | Time: 2541.57 ms [2020-12-22 17:18:09 main:574] : INFO : Epoch 975 | loss: 0.0311642 | val_loss: 0.0311697 | Time: 2547.84 ms [2020-12-22 17:18:12 main:574] : INFO : Epoch 976 | loss: 0.0311628 | val_loss: 0.0311684 | Time: 2555.33 ms [2020-12-22 17:18:14 main:574] : INFO : Epoch 977 | loss: 0.0311623 | val_loss: 0.0311716 | Time: 2573.96 ms [2020-12-22 17:18:17 main:574] : INFO : Epoch 978 | loss: 0.0311639 | val_loss: 0.0311703 | Time: 2523.19 ms [2020-12-22 17:18:19 main:574] : INFO : Epoch 979 | loss: 0.0311627 | val_loss: 0.0311711 | Time: 2545.71 ms [2020-12-22 17:18:22 main:574] : INFO : Epoch 980 | loss: 0.0311631 | val_loss: 0.0311716 | Time: 2545.49 ms [2020-12-22 17:18:24 main:574] : INFO : Epoch 981 | loss: 0.0311629 | val_loss: 0.0311695 | Time: 2544.87 ms [2020-12-22 17:18:27 main:574] : INFO : Epoch 982 | loss: 0.0311619 | val_loss: 0.0311682 | Time: 2540.83 ms [2020-12-22 17:18:29 main:574] : INFO : Epoch 983 | loss: 0.0311618 | val_loss: 0.0311702 | Time: 2557 ms [2020-12-22 17:18:32 main:574] : INFO : Epoch 984 | loss: 0.0311646 | val_loss: 0.0311693 | Time: 2542.78 ms [2020-12-22 17:18:35 main:574] : INFO : Epoch 985 | loss: 0.0311645 | val_loss: 0.0311684 | Time: 2546.5 ms [2020-12-22 17:18:37 main:574] : INFO : Epoch 986 | loss: 0.0311658 | val_loss: 0.0311708 | Time: 2545.69 ms [2020-12-22 17:18:40 main:574] : INFO : Epoch 987 | loss: 0.0311662 | val_loss: 0.0311727 | Time: 2548.02 ms [2020-12-22 17:18:42 main:574] : INFO : Epoch 988 | loss: 0.0311673 | val_loss: 0.0311676 | Time: 2541.6 ms [2020-12-22 17:18:45 main:574] : INFO : Epoch 989 | loss: 0.031165 | val_loss: 0.0311702 | Time: 2545.86 ms [2020-12-22 17:18:47 main:574] : INFO : Epoch 990 | loss: 0.0311655 | val_loss: 0.0311696 | Time: 2531.87 ms [2020-12-22 17:18:50 main:574] : INFO : Epoch 991 | loss: 0.031164 | val_loss: 0.0311718 | Time: 2546.72 ms [2020-12-22 17:18:52 main:574] : INFO : Epoch 992 | loss: 0.0311645 | val_loss: 0.0311685 | Time: 2544.86 ms [2020-12-22 17:18:55 main:574] : INFO : Epoch 993 | loss: 0.0311638 | val_loss: 0.0311667 | Time: 2550.32 ms [2020-12-22 17:18:57 main:574] : INFO : Epoch 994 | loss: 0.0311633 | val_loss: 0.0311676 | Time: 2540.86 ms [2020-12-22 17:19:00 main:574] : INFO : Epoch 995 | loss: 0.0311639 | val_loss: 0.0311676 | Time: 2544.15 ms [2020-12-22 17:19:03 main:574] : INFO : Epoch 996 | loss: 0.0311648 | val_loss: 0.0311698 | Time: 2542.46 ms [2020-12-22 17:19:05 main:574] : INFO : Epoch 997 | loss: 0.0311641 | val_loss: 0.0311651 | Time: 2547.03 ms [2020-12-22 17:19:08 main:574] : INFO : Epoch 998 | loss: 0.0311629 | val_loss: 0.0311637 | Time: 2532.11 ms [2020-12-22 17:19:10 main:574] : INFO : Epoch 999 | loss: 0.0311646 | val_loss: 0.0311656 | Time: 2546.51 ms [2020-12-22 17:19:13 main:574] : INFO : Epoch 1000 | loss: 0.0311667 | val_loss: 0.0311657 | Time: 2543.43 ms [2020-12-22 17:19:15 main:574] : INFO : Epoch 1001 | loss: 0.0311658 | val_loss: 0.0311626 | Time: 2547.46 ms [2020-12-22 17:19:18 main:574] : INFO : Epoch 1002 | loss: 0.0311645 | val_loss: 0.0311663 | Time: 2540.52 ms [2020-12-22 17:19:20 main:574] : INFO : Epoch 1003 | loss: 0.0311663 | val_loss: 0.031166 | Time: 2548.67 ms [2020-12-22 17:19:23 main:574] : INFO : Epoch 1004 | loss: 0.0311665 | val_loss: 0.0311671 | Time: 2545.35 ms [2020-12-22 17:19:26 main:574] : INFO : Epoch 1005 | loss: 0.0311652 | val_loss: 0.0311676 | Time: 2556.34 ms [2020-12-22 17:19:28 main:574] : INFO : Epoch 1006 | loss: 0.0311647 | val_loss: 0.0311638 | Time: 2540.02 ms [2020-12-22 17:19:31 main:574] : INFO : Epoch 1007 | loss: 0.0311647 | val_loss: 0.0311641 | Time: 2549.62 ms [2020-12-22 17:19:33 main:574] : INFO : Epoch 1008 | loss: 0.031165 | val_loss: 0.0311648 | Time: 2541.88 ms [2020-12-22 17:19:36 main:574] : INFO : Epoch 1009 | loss: 0.031165 | val_loss: 0.031167 | Time: 2551.69 ms [2020-12-22 17:19:38 main:574] : INFO : Epoch 1010 | loss: 0.0311694 | val_loss: 0.0311691 | Time: 2544.47 ms [2020-12-22 17:19:41 main:574] : INFO : Epoch 1011 | loss: 0.0311698 | val_loss: 0.0311668 | Time: 2553.21 ms [2020-12-22 17:19:43 main:574] : INFO : Epoch 1012 | loss: 0.0311681 | val_loss: 0.031167 | Time: 2540.03 ms [2020-12-22 17:19:46 main:574] : INFO : Epoch 1013 | loss: 0.0311678 | val_loss: 0.0311691 | Time: 2546.34 ms [2020-12-22 17:19:48 main:574] : INFO : Epoch 1014 | loss: 0.0311681 | val_loss: 0.0311688 | Time: 2541.55 ms [2020-12-22 17:19:51 main:574] : INFO : Epoch 1015 | loss: 0.0311662 | val_loss: 0.0311678 | Time: 2551.29 ms [2020-12-22 17:19:54 main:574] : INFO : Epoch 1016 | loss: 0.0311677 | val_loss: 0.0311684 | Time: 2538.79 ms [2020-12-22 17:19:56 main:574] : INFO : Epoch 1017 | loss: 0.0311667 | val_loss: 0.0311721 | Time: 2560.3 ms [2020-12-22 17:19:59 main:574] : INFO : Epoch 1018 | loss: 0.0311693 | val_loss: 0.031173 | Time: 2540.5 ms [2020-12-22 17:20:01 main:574] : INFO : Epoch 1019 | loss: 0.03117 | val_loss: 0.0311715 | Time: 2548.7 ms [2020-12-22 17:20:04 main:574] : INFO : Epoch 1020 | loss: 0.031168 | val_loss: 0.0311698 | Time: 2542.55 ms [2020-12-22 17:20:06 main:574] : INFO : Epoch 1021 | loss: 0.0311674 | val_loss: 0.031171 | Time: 2552.6 ms [2020-12-22 17:20:09 main:574] : INFO : Epoch 1022 | loss: 0.0311692 | val_loss: 0.0311744 | Time: 2544.87 ms [2020-12-22 17:20:11 main:574] : INFO : Epoch 1023 | loss: 0.0311716 | val_loss: 0.0311722 | Time: 2546.35 ms [2020-12-22 17:20:14 main:574] : INFO : Epoch 1024 | loss: 0.03117 | val_loss: 0.0311723 | Time: 2537.7 ms [2020-12-22 17:20:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311723 [2020-12-22 17:20:14 main:603] : INFO : Saving end state to config to file [2020-12-22 17:20:14 main:608] : INFO : Success, exiting.. 17:20:14 (24824): 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)