Task 3173485
| Name | ParityModified-1606530570-2667-2_0 |
| Workunit | 1469922 |
| Created | 4 Dec 2020, 5:13:45 UTC |
| Sent | 5 Dec 2020, 21:08:04 UTC |
| Report deadline | 12 Dec 2020, 21:08:04 UTC |
| Received | 5 Dec 2020, 22:56:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12399 |
| Run time | 53 min 48 sec |
| CPU time | 53 min 44 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,642.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 32.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> in:581] : INFO : Epoch 510 | loss: 0.0311742 | val_loss: 0.0311836 | Time: 3102.36 ms [2020-12-05 22:35:10 main:581] : INFO : Epoch 511 | loss: 0.0311776 | val_loss: 0.0311723 | Time: 3122.98 ms [2020-12-05 22:35:13 main:581] : INFO : Epoch 512 | loss: 0.0311721 | val_loss: 0.0311708 | Time: 3132.83 ms [2020-12-05 22:35:16 main:581] : INFO : Epoch 513 | loss: 0.0311713 | val_loss: 0.0311741 | Time: 3203.7 ms [2020-12-05 22:35:20 main:581] : INFO : Epoch 514 | loss: 0.0311754 | val_loss: 0.0311698 | Time: 3181.81 ms [2020-12-05 22:35:23 main:581] : INFO : Epoch 515 | loss: 0.0311753 | val_loss: 0.0311702 | Time: 3130.56 ms [2020-12-05 22:35:26 main:581] : INFO : Epoch 516 | loss: 0.0311692 | val_loss: 0.0311725 | Time: 3140.01 ms [2020-12-05 22:35:29 main:581] : INFO : Epoch 517 | loss: 0.03117 | val_loss: 0.0311686 | Time: 3114.82 ms [2020-12-05 22:35:32 main:581] : INFO : Epoch 518 | loss: 0.0311773 | val_loss: 0.0311869 | Time: 3128.37 ms [2020-12-05 22:35:35 main:581] : INFO : Epoch 519 | loss: 0.0311801 | val_loss: 0.0311775 | Time: 3139.05 ms [2020-12-05 22:35:38 main:581] : INFO : Epoch 520 | loss: 0.0311711 | val_loss: 0.0311738 | Time: 3211.99 ms [2020-12-05 22:35:42 main:581] : INFO : Epoch 521 | loss: 0.0311687 | val_loss: 0.0311723 | Time: 3172.18 ms [2020-12-05 22:35:45 main:581] : INFO : Epoch 522 | loss: 0.0311648 | val_loss: 0.0311672 | Time: 3115.01 ms [2020-12-05 22:35:48 main:581] : INFO : Epoch 523 | loss: 0.0311674 | val_loss: 0.0311663 | Time: 3110.32 ms [2020-12-05 22:35:51 main:581] : INFO : Epoch 524 | loss: 0.0311654 | val_loss: 0.0311662 | Time: 3133.43 ms [2020-12-05 22:35:54 main:581] : INFO : Epoch 525 | loss: 0.0311698 | val_loss: 0.0311664 | Time: 3155.22 ms [2020-12-05 22:35:57 main:581] : INFO : Epoch 526 | loss: 0.0311682 | val_loss: 0.0311911 | Time: 3182.16 ms [2020-12-05 22:36:00 main:581] : INFO : Epoch 527 | loss: 0.0311718 | val_loss: 0.0311686 | Time: 3172.4 ms [2020-12-05 22:36:04 main:581] : INFO : Epoch 528 | loss: 0.0311671 | val_loss: 0.0311736 | Time: 3113.45 ms [2020-12-05 22:36:07 main:581] : INFO : Epoch 529 | loss: 0.0311703 | val_loss: 0.031195 | Time: 3105.83 ms [2020-12-05 22:36:10 main:581] : INFO : Epoch 530 | loss: 0.031176 | val_loss: 0.0311707 | Time: 3164.19 ms [2020-12-05 22:36:13 main:581] : INFO : Epoch 531 | loss: 0.0311727 | val_loss: 0.031168 | Time: 3152.33 ms [2020-12-05 22:36:16 main:581] : INFO : Epoch 532 | loss: 0.0311646 | val_loss: 0.0311751 | Time: 3145.96 ms [2020-12-05 22:36:19 main:581] : INFO : Epoch 533 | loss: 0.0311699 | val_loss: 0.0311697 | Time: 3158.16 ms [2020-12-05 22:36:22 main:581] : INFO : Epoch 534 | loss: 0.0311618 | val_loss: 0.0311695 | Time: 3140.63 ms [2020-12-05 22:36:26 main:581] : INFO : Epoch 535 | loss: 0.0311659 | val_loss: 0.0311651 | Time: 3124.79 ms [2020-12-05 22:36:29 main:581] : INFO : Epoch 536 | loss: 0.0311616 | val_loss: 0.0311652 | Time: 3128.85 ms [2020-12-05 22:36:32 main:581] : INFO : Epoch 537 | loss: 0.0311615 | val_loss: 0.031164 | Time: 3190.99 ms [2020-12-05 22:36:35 main:581] : INFO : Epoch 538 | loss: 0.0311597 | val_loss: 0.0311629 | Time: 3144.62 ms [2020-12-05 22:36:38 main:581] : INFO : Epoch 539 | loss: 0.0311589 | val_loss: 0.0311634 | Time: 3156.77 ms [2020-12-05 22:36:41 main:581] : INFO : Epoch 540 | loss: 0.0311593 | val_loss: 0.0311628 | Time: 3140.09 ms [2020-12-05 22:36:44 main:581] : INFO : Epoch 541 | loss: 0.0311619 | val_loss: 0.0311626 | Time: 3109.9 ms [2020-12-05 22:36:48 main:581] : INFO : Epoch 542 | loss: 0.0311622 | val_loss: 0.0311632 | Time: 3130.85 ms [2020-12-05 22:36:51 main:581] : INFO : Epoch 543 | loss: 0.0311653 | val_loss: 0.031165 | Time: 3151.21 ms [2020-12-05 22:36:54 main:581] : INFO : Epoch 544 | loss: 0.0311605 | val_loss: 0.0311641 | Time: 3191.41 ms [2020-12-05 22:36:57 main:581] : INFO : Epoch 545 | loss: 0.0311606 | val_loss: 0.0311611 | Time: 3140.35 ms [2020-12-05 22:37:00 main:581] : INFO : Epoch 546 | loss: 0.0311607 | val_loss: 0.0311634 | Time: 3128.61 ms [2020-12-05 22:37:03 main:581] : INFO : Epoch 547 | loss: 0.0311632 | val_loss: 0.0311617 | Time: 3122.24 ms [2020-12-05 22:37:06 main:581] : INFO : Epoch 548 | loss: 0.0311608 | val_loss: 0.0311601 | Time: 3127.69 ms [2020-12-05 22:37:10 main:581] : INFO : Epoch 549 | loss: 0.0311581 | val_loss: 0.0311628 | Time: 3157.18 ms [2020-12-05 22:37:13 main:581] : INFO : Epoch 550 | loss: 0.0311582 | val_loss: 0.0311643 | Time: 3154.19 ms [2020-12-05 22:37:16 main:581] : INFO : Epoch 551 | loss: 0.0311577 | val_loss: 0.0311636 | Time: 3151.62 ms [2020-12-05 22:37:19 main:581] : INFO : Epoch 552 | loss: 0.0311589 | val_loss: 0.0311641 | Time: 3148.28 ms [2020-12-05 22:37:22 main:581] : INFO : Epoch 553 | loss: 0.0311591 | val_loss: 0.0311658 | Time: 3138.28 ms [2020-12-05 22:37:25 main:581] : INFO : Epoch 554 | loss: 0.0311595 | val_loss: 0.0311604 | Time: 3114.52 ms [2020-12-05 22:37:28 main:581] : INFO : Epoch 555 | loss: 0.0311575 | val_loss: 0.0311613 | Time: 3138.95 ms [2020-12-05 22:37:32 main:581] : INFO : Epoch 556 | loss: 0.031156 | val_loss: 0.0311603 | Time: 3162.12 ms [2020-12-05 22:37:35 main:581] : INFO : Epoch 557 | loss: 0.0311571 | val_loss: 0.0311607 | Time: 3163.76 ms [2020-12-05 22:37:38 main:581] : INFO : Epoch 558 | loss: 0.0311609 | val_loss: 0.0311674 | Time: 3180.11 ms [2020-12-05 22:37:41 main:581] : INFO : Epoch 559 | loss: 0.0311683 | val_loss: 0.0311841 | Time: 3118.35 ms [2020-12-05 22:37:44 main:581] : INFO : Epoch 560 | loss: 0.0311709 | val_loss: 0.0311598 | Time: 3121.43 ms [2020-12-05 22:37:47 main:581] : INFO : Epoch 561 | loss: 0.0311591 | val_loss: 0.031163 | Time: 3121.77 ms [2020-12-05 22:37:51 main:581] : INFO : Epoch 562 | loss: 0.0311566 | val_loss: 0.0311602 | Time: 3176.92 ms [2020-12-05 22:37:54 main:581] : INFO : Epoch 563 | loss: 0.0311558 | val_loss: 0.0311607 | Time: 3141.9 ms [2020-12-05 22:37:57 main:581] : INFO : Epoch 564 | loss: 0.0311565 | val_loss: 0.0311587 | Time: 3151.81 ms [2020-12-05 22:38:00 main:581] : INFO : Epoch 565 | loss: 0.0311551 | val_loss: 0.0311613 | Time: 3140.99 ms [2020-12-05 22:38:03 main:581] : INFO : Epoch 566 | loss: 0.0311592 | val_loss: 0.0311616 | Time: 3146.8 ms [2020-12-05 22:38:06 main:581] : INFO : Epoch 567 | loss: 0.0311603 | val_loss: 0.0311615 | Time: 3115.72 ms [2020-12-05 22:38:09 main:581] : INFO : Epoch 568 | loss: 0.0311596 | val_loss: 0.0311646 | Time: 3161.58 ms [2020-12-05 22:38:13 main:581] : INFO : Epoch 569 | loss: 0.0311568 | val_loss: 0.031162 | Time: 3133.7 ms [2020-12-05 22:38:16 main:581] : INFO : Epoch 570 | loss: 0.0311553 | val_loss: 0.0311612 | Time: 3141.96 ms [2020-12-05 22:38:19 main:581] : INFO : Epoch 571 | loss: 0.0311545 | val_loss: 0.0311603 | Time: 3164.17 ms [2020-12-05 22:38:22 main:581] : INFO : Epoch 572 | loss: 0.0311536 | val_loss: 0.0311594 | Time: 3140.5 ms [2020-12-05 22:38:25 main:581] : INFO : Epoch 573 | loss: 0.0311538 | val_loss: 0.0311638 | Time: 3124.56 ms [2020-12-05 22:38:28 main:581] : INFO : Epoch 574 | loss: 0.0311543 | val_loss: 0.0311632 | Time: 3126.94 ms [2020-12-05 22:38:31 main:581] : INFO : Epoch 575 | loss: 0.0311561 | val_loss: 0.0311605 | Time: 3195.31 ms [2020-12-05 22:38:35 main:581] : INFO : Epoch 576 | loss: 0.0311571 | val_loss: 0.0311612 | Time: 3142.17 ms [2020-12-05 22:38:38 main:581] : INFO : Epoch 577 | loss: 0.0311566 | val_loss: 0.0311603 | Time: 3124.02 ms [2020-12-05 22:38:41 main:581] : INFO : Epoch 578 | loss: 0.0311549 | val_loss: 0.031161 | Time: 3135.95 ms [2020-12-05 22:38:44 main:581] : INFO : Epoch 579 | loss: 0.0311535 | val_loss: 0.0311611 | Time: 3125.08 ms [2020-12-05 22:38:47 main:581] : INFO : Epoch 580 | loss: 0.0311527 | val_loss: 0.0311619 | Time: 3140.92 ms [2020-12-05 22:38:50 main:581] : INFO : Epoch 581 | loss: 0.0311548 | val_loss: 0.0311597 | Time: 3170.47 ms [2020-12-05 22:38:53 main:581] : INFO : Epoch 582 | loss: 0.0311531 | val_loss: 0.0311656 | Time: 3160.29 ms [2020-12-05 22:38:57 main:581] : INFO : Epoch 583 | loss: 0.0311537 | val_loss: 0.0311613 | Time: 3108.65 ms [2020-12-05 22:39:00 main:581] : INFO : Epoch 584 | loss: 0.031152 | val_loss: 0.0311598 | Time: 3147.72 ms [2020-12-05 22:39:03 main:581] : INFO : Epoch 585 | loss: 0.0311531 | val_loss: 0.0311634 | Time: 3149.3 ms [2020-12-05 22:39:06 main:581] : INFO : Epoch 586 | loss: 0.0311536 | val_loss: 0.031163 | Time: 3138.3 ms [2020-12-05 22:39:09 main:581] : INFO : Epoch 587 | loss: 0.0311525 | val_loss: 0.0311585 | Time: 3144.74 ms [2020-12-05 22:39:12 main:581] : INFO : Epoch 588 | loss: 0.0311533 | val_loss: 0.0311611 | Time: 3159.29 ms [2020-12-05 22:39:15 main:581] : INFO : Epoch 589 | loss: 0.0311531 | val_loss: 0.0311588 | Time: 3144.37 ms [2020-12-05 22:39:19 main:581] : INFO : Epoch 590 | loss: 0.0311538 | val_loss: 0.0311576 | Time: 3123.61 ms [2020-12-05 22:39:22 main:581] : INFO : Epoch 591 | loss: 0.0311514 | val_loss: 0.0311576 | Time: 3164.56 ms [2020-12-05 22:39:25 main:581] : INFO : Epoch 592 | loss: 0.0311502 | val_loss: 0.0311611 | Time: 3141.58 ms [2020-12-05 22:39:28 main:581] : INFO : Epoch 593 | loss: 0.0311516 | val_loss: 0.0311592 | Time: 3112.54 ms [2020-12-05 22:39:31 main:581] : INFO : Epoch 594 | loss: 0.0311537 | val_loss: 0.0311637 | Time: 3168.66 ms [2020-12-05 22:39:34 main:581] : INFO : Epoch 595 | loss: 0.0311519 | val_loss: 0.0311608 | Time: 3167.65 ms [2020-12-05 22:39:37 main:581] : INFO : Epoch 596 | loss: 0.0311522 | val_loss: 0.0311651 | Time: 3136.39 ms [2020-12-05 22:39:41 main:581] : INFO : Epoch 597 | loss: 0.0311516 | val_loss: 0.0311548 | Time: 3117.37 ms [2020-12-05 22:39:44 main:581] : INFO : Epoch 598 | loss: 0.0311539 | val_loss: 0.0311688 | Time: 3178.13 ms [2020-12-05 22:39:47 main:581] : INFO : Epoch 599 | loss: 0.0311521 | val_loss: 0.0311627 | Time: 3140.07 ms [2020-12-05 22:39:50 main:581] : INFO : Epoch 600 | loss: 0.031151 | val_loss: 0.0311653 | Time: 3133.71 ms [2020-12-05 22:39:53 main:581] : INFO : Epoch 601 | loss: 0.0311516 | val_loss: 0.031159 | Time: 3161.24 ms [2020-12-05 22:39:56 main:581] : INFO : Epoch 602 | loss: 0.0311566 | val_loss: 0.0311631 | Time: 3145.9 ms [2020-12-05 22:39:59 main:581] : INFO : Epoch 603 | loss: 0.0311514 | val_loss: 0.031161 | Time: 3132.81 ms [2020-12-05 22:40:03 main:581] : INFO : Epoch 604 | loss: 0.0311507 | val_loss: 0.031159 | Time: 3140.04 ms [2020-12-05 22:40:06 main:581] : INFO : Epoch 605 | loss: 0.0311491 | val_loss: 0.0311564 | Time: 3174.54 ms [2020-12-05 22:40:09 main:581] : INFO : Epoch 606 | loss: 0.0311534 | val_loss: 0.0311587 | Time: 3105.81 ms [2020-12-05 22:40:12 main:581] : INFO : Epoch 607 | loss: 0.0311497 | val_loss: 0.0311549 | Time: 3144.53 ms [2020-12-05 22:40:15 main:581] : INFO : Epoch 608 | loss: 0.0311484 | val_loss: 0.0311545 | Time: 3167.23 ms [2020-12-05 22:40:18 main:581] : INFO : Epoch 609 | loss: 0.03115 | val_loss: 0.031161 | Time: 3163.92 ms [2020-12-05 22:40:21 main:581] : INFO : Epoch 610 | loss: 0.0311491 | val_loss: 0.0311546 | Time: 3110.92 ms [2020-12-05 22:40:25 main:581] : INFO : Epoch 611 | loss: 0.0311472 | val_loss: 0.031155 | Time: 3137.18 ms [2020-12-05 22:40:28 main:581] : INFO : Epoch 612 | loss: 0.0311477 | val_loss: 0.0311579 | Time: 3183.54 ms [2020-12-05 22:40:31 main:581] : INFO : Epoch 613 | loss: 0.0311483 | val_loss: 0.0311583 | Time: 3120.32 ms [2020-12-05 22:40:34 main:581] : INFO : Epoch 614 | loss: 0.031148 | val_loss: 0.0311634 | Time: 3138.39 ms [2020-12-05 22:40:37 main:581] : INFO : Epoch 615 | loss: 0.0311479 | val_loss: 0.0311579 | Time: 3153.53 ms [2020-12-05 22:40:40 main:581] : INFO : Epoch 616 | loss: 0.0311465 | val_loss: 0.0311596 | Time: 3137.99 ms [2020-12-05 22:40:43 main:581] : INFO : Epoch 617 | loss: 0.0311513 | val_loss: 0.0311663 | Time: 3138.18 ms [2020-12-05 22:40:47 main:581] : INFO : Epoch 618 | loss: 0.0311514 | val_loss: 0.0311558 | Time: 3166.8 ms [2020-12-05 22:40:50 main:581] : INFO : Epoch 619 | loss: 0.0311491 | val_loss: 0.0311557 | Time: 3139.41 ms [2020-12-05 22:40:53 main:581] : INFO : Epoch 620 | loss: 0.0311496 | val_loss: 0.0311568 | Time: 3111.3 ms [2020-12-05 22:40:56 main:581] : INFO : Epoch 621 | loss: 0.0311465 | val_loss: 0.0311584 | Time: 3168.48 ms [2020-12-05 22:40:59 main:581] : INFO : Epoch 622 | loss: 0.0311455 | val_loss: 0.0311559 | Time: 3138.44 ms [2020-12-05 22:41:02 main:581] : INFO : Epoch 623 | loss: 0.0311455 | val_loss: 0.0311561 | Time: 3130.35 ms [2020-12-05 22:41:05 main:581] : INFO : Epoch 624 | loss: 0.0311466 | val_loss: 0.031159 | Time: 3131.24 ms [2020-12-05 22:41:09 main:581] : INFO : Epoch 625 | loss: 0.0311513 | val_loss: 0.0311612 | Time: 3170.52 ms [2020-12-05 22:41:12 main:581] : INFO : Epoch 626 | loss: 0.0311522 | val_loss: 0.0311605 | Time: 3147.64 ms [2020-12-05 22:41:15 main:581] : INFO : Epoch 627 | loss: 0.031153 | val_loss: 0.0311602 | Time: 3124.3 ms [2020-12-05 22:41:18 main:581] : INFO : Epoch 628 | loss: 0.0311499 | val_loss: 0.0311552 | Time: 3170.23 ms [2020-12-05 22:41:21 main:581] : INFO : Epoch 629 | loss: 0.0311473 | val_loss: 0.0311588 | Time: 3124.17 ms [2020-12-05 22:41:24 main:581] : INFO : Epoch 630 | loss: 0.0311481 | val_loss: 0.0311589 | Time: 3135.17 ms [2020-12-05 22:41:28 main:581] : INFO : Epoch 631 | loss: 0.0311507 | val_loss: 0.0311688 | Time: 3172.98 ms [2020-12-05 22:41:31 main:581] : INFO : Epoch 632 | loss: 0.031149 | val_loss: 0.0311541 | Time: 3153.66 ms [2020-12-05 22:41:34 main:581] : INFO : Epoch 633 | loss: 0.0311488 | val_loss: 0.0311593 | Time: 3118.28 ms [2020-12-05 22:41:37 main:581] : INFO : Epoch 634 | loss: 0.031149 | val_loss: 0.0311583 | Time: 3133.42 ms [2020-12-05 22:41:40 main:581] : INFO : Epoch 635 | loss: 0.0311461 | val_loss: 0.0311544 | Time: 3151.57 ms [2020-12-05 22:41:43 main:581] : INFO : Epoch 636 | loss: 0.0311463 | val_loss: 0.0311549 | Time: 3144.02 ms [2020-12-05 22:41:46 main:581] : INFO : Epoch 637 | loss: 0.0311446 | val_loss: 0.0311544 | Time: 3112.94 ms [2020-12-05 22:41:50 main:581] : INFO : Epoch 638 | loss: 0.0311442 | val_loss: 0.0311548 | Time: 3194.51 ms [2020-12-05 22:41:53 main:581] : INFO : Epoch 639 | loss: 0.0311435 | val_loss: 0.0311532 | Time: 3150.65 ms [2020-12-05 22:41:56 main:581] : INFO : Epoch 640 | loss: 0.0311458 | val_loss: 0.0311557 | Time: 3125.29 ms [2020-12-05 22:41:59 main:581] : INFO : Epoch 641 | loss: 0.0311482 | val_loss: 0.0311676 | Time: 3149.19 ms [2020-12-05 22:42:02 main:581] : INFO : Epoch 642 | loss: 0.0311469 | val_loss: 0.0311556 | Time: 3133.49 ms [2020-12-05 22:42:05 main:581] : INFO : Epoch 643 | loss: 0.0311435 | val_loss: 0.0311545 | Time: 3131.54 ms [2020-12-05 22:42:08 main:581] : INFO : Epoch 644 | loss: 0.0311428 | val_loss: 0.0311558 | Time: 3155.62 ms [2020-12-05 22:42:12 main:581] : INFO : Epoch 645 | loss: 0.0311455 | val_loss: 0.0311525 | Time: 3200.43 ms [2020-12-05 22:42:15 main:581] : INFO : Epoch 646 | loss: 0.0311461 | val_loss: 0.0311588 | Time: 3131.51 ms [2020-12-05 22:42:18 main:581] : INFO : Epoch 647 | loss: 0.0311466 | val_loss: 0.031165 | Time: 3115.58 ms [2020-12-05 22:42:21 main:581] : INFO : Epoch 648 | loss: 0.0311458 | val_loss: 0.0311529 | Time: 3135.59 ms [2020-12-05 22:42:24 main:581] : INFO : Epoch 649 | loss: 0.0311431 | val_loss: 0.0311576 | Time: 3185.92 ms [2020-12-05 22:42:27 main:581] : INFO : Epoch 650 | loss: 0.0311441 | val_loss: 0.03116 | Time: 3119.87 ms [2020-12-05 22:42:30 main:581] : INFO : Epoch 651 | loss: 0.0311451 | val_loss: 0.031163 | Time: 3168.87 ms [2020-12-05 22:42:34 main:581] : INFO : Epoch 652 | loss: 0.0311485 | val_loss: 0.0311603 | Time: 3147.12 ms [2020-12-05 22:42:37 main:581] : INFO : Epoch 653 | loss: 0.0311441 | val_loss: 0.0311574 | Time: 3119.2 ms [2020-12-05 22:42:40 main:581] : INFO : Epoch 654 | loss: 0.0311427 | val_loss: 0.0311636 | Time: 3139.64 ms [2020-12-05 22:42:43 main:581] : INFO : Epoch 655 | loss: 0.0311448 | val_loss: 0.0311593 | Time: 3126.82 ms [2020-12-05 22:42:46 main:581] : INFO : Epoch 656 | loss: 0.0311421 | val_loss: 0.0311564 | Time: 3136.83 ms [2020-12-05 22:42:49 main:581] : INFO : Epoch 657 | loss: 0.0311406 | val_loss: 0.0311562 | Time: 3152.36 ms [2020-12-05 22:42:52 main:581] : INFO : Epoch 658 | loss: 0.031142 | val_loss: 0.0311565 | Time: 3139.15 ms [2020-12-05 22:42:56 main:581] : INFO : Epoch 659 | loss: 0.0311485 | val_loss: 0.0311611 | Time: 3166.77 ms [2020-12-05 22:42:59 main:581] : INFO : Epoch 660 | loss: 0.0311478 | val_loss: 0.0311559 | Time: 3110.13 ms [2020-12-05 22:43:02 main:581] : INFO : Epoch 661 | loss: 0.0311408 | val_loss: 0.0311593 | Time: 3134.52 ms [2020-12-05 22:43:05 main:581] : INFO : Epoch 662 | loss: 0.0311446 | val_loss: 0.0311586 | Time: 3151.34 ms [2020-12-05 22:43:08 main:581] : INFO : Epoch 663 | loss: 0.0311445 | val_loss: 0.0311548 | Time: 3162.82 ms [2020-12-05 22:43:11 main:581] : INFO : Epoch 664 | loss: 0.0311477 | val_loss: 0.0311589 | Time: 3167.76 ms [2020-12-05 22:43:14 main:581] : INFO : Epoch 665 | loss: 0.0311434 | val_loss: 0.031156 | Time: 3121.65 ms [2020-12-05 22:43:18 main:581] : INFO : Epoch 666 | loss: 0.0311434 | val_loss: 0.0311558 | Time: 3125.94 ms [2020-12-05 22:43:21 main:581] : INFO : Epoch 667 | loss: 0.0311433 | val_loss: 0.0311654 | Time: 3124.82 ms [2020-12-05 22:43:24 main:581] : INFO : Epoch 668 | loss: 0.0311474 | val_loss: 0.0311668 | Time: 3176.28 ms [2020-12-05 22:43:27 main:581] : INFO : Epoch 669 | loss: 0.0311489 | val_loss: 0.0311553 | Time: 3142.51 ms [2020-12-05 22:43:30 main:581] : INFO : Epoch 670 | loss: 0.0311453 | val_loss: 0.0311576 | Time: 3163.89 ms [2020-12-05 22:43:33 main:581] : INFO : Epoch 671 | loss: 0.0311413 | val_loss: 0.0311618 | Time: 3146.4 ms [2020-12-05 22:43:36 main:581] : INFO : Epoch 672 | loss: 0.0311403 | val_loss: 0.0311613 | Time: 3141.42 ms [2020-12-05 22:43:40 main:581] : INFO : Epoch 673 | loss: 0.0311423 | val_loss: 0.0311579 | Time: 3116.45 ms [2020-12-05 22:43:43 main:581] : INFO : Epoch 674 | loss: 0.0311425 | val_loss: 0.0311576 | Time: 3148.72 ms [2020-12-05 22:43:46 main:581] : INFO : Epoch 675 | loss: 0.0311417 | val_loss: 0.0311601 | Time: 3135.13 ms [2020-12-05 22:43:49 main:581] : INFO : Epoch 676 | loss: 0.0311443 | val_loss: 0.0311592 | Time: 3168.56 ms [2020-12-05 22:43:52 main:581] : INFO : Epoch 677 | loss: 0.03114 | val_loss: 0.0311576 | Time: 3136.03 ms [2020-12-05 22:43:55 main:581] : INFO : Epoch 678 | loss: 0.0311406 | val_loss: 0.0311598 | Time: 3145.8 ms [2020-12-05 22:43:58 main:581] : INFO : Epoch 679 | loss: 0.0311398 | val_loss: 0.0311586 | Time: 3122.64 ms [2020-12-05 22:44:02 main:581] : INFO : Epoch 680 | loss: 0.0311408 | val_loss: 0.0311591 | Time: 3146.4 ms [2020-12-05 22:44:05 main:581] : INFO : Epoch 681 | loss: 0.0311412 | val_loss: 0.0311641 | Time: 3159.35 ms [2020-12-05 22:44:08 main:581] : INFO : Epoch 682 | loss: 0.0311427 | val_loss: 0.0311566 | Time: 3126.71 ms [2020-12-05 22:44:11 main:581] : INFO : Epoch 683 | loss: 0.0311422 | val_loss: 0.0311599 | Time: 3150.39 ms [2020-12-05 22:44:14 main:581] : INFO : Epoch 684 | loss: 0.0311495 | val_loss: 0.0311582 | Time: 3130.05 ms [2020-12-05 22:44:17 main:581] : INFO : Epoch 685 | loss: 0.0311597 | val_loss: 0.0311671 | Time: 3146.05 ms [2020-12-05 22:44:20 main:581] : INFO : Epoch 686 | loss: 0.0311521 | val_loss: 0.0311587 | Time: 3165.88 ms [2020-12-05 22:44:24 main:581] : INFO : Epoch 687 | loss: 0.0311443 | val_loss: 0.0311549 | Time: 3159.51 ms [2020-12-05 22:44:27 main:581] : INFO : Epoch 688 | loss: 0.0311408 | val_loss: 0.0311568 | Time: 3108.62 ms [2020-12-05 22:44:30 main:581] : INFO : Epoch 689 | loss: 0.0311447 | val_loss: 0.0311789 | Time: 3138.25 ms [2020-12-05 22:44:33 main:581] : INFO : Epoch 690 | loss: 0.0311468 | val_loss: 0.0311573 | Time: 3146.26 ms [2020-12-05 22:44:36 main:581] : INFO : Epoch 691 | loss: 0.031139 | val_loss: 0.0311568 | Time: 3146.05 ms [2020-12-05 22:44:39 main:581] : INFO : Epoch 692 | loss: 0.0311387 | val_loss: 0.0311582 | Time: 3135.71 ms [2020-12-05 22:44:42 main:581] : INFO : Epoch 693 | loss: 0.0311373 | val_loss: 0.0311604 | Time: 3145.68 ms [2020-12-05 22:44:46 main:581] : INFO : Epoch 694 | loss: 0.0311414 | val_loss: 0.0311576 | Time: 3156.86 ms [2020-12-05 22:44:49 main:581] : INFO : Epoch 695 | loss: 0.0311417 | val_loss: 0.0311596 | Time: 3135.16 ms [2020-12-05 22:44:52 main:581] : INFO : Epoch 696 | loss: 0.0311401 | val_loss: 0.031159 | Time: 3129.8 ms [2020-12-05 22:44:55 main:581] : INFO : Epoch 697 | loss: 0.0311398 | val_loss: 0.0311559 | Time: 3123.91 ms [2020-12-05 22:44:58 main:581] : INFO : Epoch 698 | loss: 0.0311399 | val_loss: 0.0311579 | Time: 3164.06 ms [2020-12-05 22:45:01 main:581] : INFO : Epoch 699 | loss: 0.0311435 | val_loss: 0.0311625 | Time: 3155.69 ms [2020-12-05 22:45:04 main:581] : INFO : Epoch 700 | loss: 0.0311392 | val_loss: 0.0311652 | Time: 3174.94 ms [2020-12-05 22:45:08 main:581] : INFO : Epoch 701 | loss: 0.0311408 | val_loss: 0.0311594 | Time: 3125.57 ms [2020-12-05 22:45:11 main:581] : INFO : Epoch 702 | loss: 0.031139 | val_loss: 0.0311609 | Time: 3143.47 ms [2020-12-05 22:45:14 main:581] : INFO : Epoch 703 | loss: 0.0311404 | val_loss: 0.0311575 | Time: 3142.26 ms [2020-12-05 22:45:17 main:581] : INFO : Epoch 704 | loss: 0.0311457 | val_loss: 0.03117 | Time: 3160.1 ms [2020-12-05 22:45:20 main:581] : INFO : Epoch 705 | loss: 0.0311431 | val_loss: 0.0311593 | Time: 3154.09 ms [2020-12-05 22:45:23 main:581] : INFO : Epoch 706 | loss: 0.0311429 | val_loss: 0.0311562 | Time: 3125.14 ms [2020-12-05 22:45:26 main:581] : INFO : Epoch 707 | loss: 0.0311418 | val_loss: 0.031162 | Time: 3174.69 ms [2020-12-05 22:45:30 main:581] : INFO : Epoch 708 | loss: 0.0311378 | val_loss: 0.03116 | Time: 3166.63 ms [2020-12-05 22:45:33 main:581] : INFO : Epoch 709 | loss: 0.0311417 | val_loss: 0.031158 | Time: 3149.31 ms [2020-12-05 22:45:36 main:581] : INFO : Epoch 710 | loss: 0.0311396 | val_loss: 0.031162 | Time: 3115.32 ms [2020-12-05 22:45:39 main:581] : INFO : Epoch 711 | loss: 0.0311414 | val_loss: 0.0311576 | Time: 3157.51 ms [2020-12-05 22:45:42 main:581] : INFO : Epoch 712 | loss: 0.0311394 | val_loss: 0.0311594 | Time: 3150.52 ms [2020-12-05 22:45:45 main:581] : INFO : Epoch 713 | loss: 0.031142 | val_loss: 0.0311592 | Time: 3162.9 ms [2020-12-05 22:45:49 main:581] : INFO : Epoch 714 | loss: 0.0311437 | val_loss: 0.0311599 | Time: 3154.7 ms [2020-12-05 22:45:52 main:581] : INFO : Epoch 715 | loss: 0.0311419 | val_loss: 0.0311599 | Time: 3146.56 ms [2020-12-05 22:45:55 main:581] : INFO : Epoch 716 | loss: 0.0311422 | val_loss: 0.0311618 | Time: 3133.01 ms [2020-12-05 22:45:58 main:581] : INFO : Epoch 717 | loss: 0.0311407 | val_loss: 0.0311578 | Time: 3142.2 ms [2020-12-05 22:46:01 main:581] : INFO : Epoch 718 | loss: 0.0311399 | val_loss: 0.0311581 | Time: 3125.8 ms [2020-12-05 22:46:04 main:581] : INFO : Epoch 719 | loss: 0.0311388 | val_loss: 0.0311572 | Time: 3170.15 ms [2020-12-05 22:46:07 main:581] : INFO : Epoch 720 | loss: 0.0311406 | val_loss: 0.0311582 | Time: 3157.72 ms [2020-12-05 22:46:11 main:581] : INFO : Epoch 721 | loss: 0.0311433 | val_loss: 0.0311609 | Time: 3173.43 ms [2020-12-05 22:46:14 main:581] : INFO : Epoch 722 | loss: 0.0311419 | val_loss: 0.0311559 | Time: 3164.16 ms [2020-12-05 22:46:17 main:581] : INFO : Epoch 723 | loss: 0.0311433 | val_loss: 0.0311647 | Time: 3129.58 ms [2020-12-05 22:46:20 main:581] : INFO : Epoch 724 | loss: 0.0311387 | val_loss: 0.0311584 | Time: 3160.9 ms [2020-12-05 22:46:23 main:581] : INFO : Epoch 725 | loss: 0.0311419 | val_loss: 0.0311574 | Time: 3112.72 ms [2020-12-05 22:46:26 main:581] : INFO : Epoch 726 | loss: 0.0311408 | val_loss: 0.0311571 | Time: 3148.19 ms [2020-12-05 22:46:29 main:581] : INFO : Epoch 727 | loss: 0.0311432 | val_loss: 0.0311625 | Time: 3151.82 ms [2020-12-05 22:46:33 main:581] : INFO : Epoch 728 | loss: 0.0311398 | val_loss: 0.031161 | Time: 3140.37 ms [2020-12-05 22:46:36 main:581] : INFO : Epoch 729 | loss: 0.03114 | val_loss: 0.0311564 | Time: 3124.07 ms [2020-12-05 22:46:39 main:581] : INFO : Epoch 730 | loss: 0.0311397 | val_loss: 0.0311582 | Time: 3144.2 ms [2020-12-05 22:46:42 main:581] : INFO : Epoch 731 | loss: 0.0311401 | val_loss: 0.0311584 | Time: 3181.15 ms [2020-12-05 22:46:45 main:581] : INFO : Epoch 732 | loss: 0.0311395 | val_loss: 0.0311572 | Time: 3153.46 ms [2020-12-05 22:46:48 main:581] : INFO : Epoch 733 | loss: 0.0311444 | val_loss: 0.0311629 | Time: 3181.83 ms [2020-12-05 22:46:52 main:581] : INFO : Epoch 734 | loss: 0.0311446 | val_loss: 0.0311597 | Time: 3122.59 ms [2020-12-05 22:46:55 main:581] : INFO : Epoch 735 | loss: 0.0311438 | val_loss: 0.031165 | Time: 3154.03 ms [2020-12-05 22:46:58 main:581] : INFO : Epoch 736 | loss: 0.0311463 | val_loss: 0.0311586 | Time: 3152.98 ms [2020-12-05 22:47:01 main:581] : INFO : Epoch 737 | loss: 0.0311384 | val_loss: 0.0311592 | Time: 3138.34 ms [2020-12-05 22:47:04 main:581] : INFO : Epoch 738 | loss: 0.0311385 | val_loss: 0.0311576 | Time: 3181.21 ms [2020-12-05 22:47:07 main:581] : INFO : Epoch 739 | loss: 0.0311422 | val_loss: 0.0311633 | Time: 3158.47 ms [2020-12-05 22:47:10 main:581] : INFO : Epoch 740 | loss: 0.0311546 | val_loss: 0.0311646 | Time: 3175.52 ms [2020-12-05 22:47:14 main:581] : INFO : Epoch 741 | loss: 0.0311429 | val_loss: 0.0311608 | Time: 3123.39 ms [2020-12-05 22:47:17 main:581] : INFO : Epoch 742 | loss: 0.0311397 | val_loss: 0.0311625 | Time: 3125.55 ms [2020-12-05 22:47:20 main:581] : INFO : Epoch 743 | loss: 0.031144 | val_loss: 0.0311608 | Time: 3175.81 ms [2020-12-05 22:47:23 main:581] : INFO : Epoch 744 | loss: 0.0311392 | val_loss: 0.0311604 | Time: 3145.05 ms [2020-12-05 22:47:26 main:581] : INFO : Epoch 745 | loss: 0.0311374 | val_loss: 0.0311631 | Time: 3181.08 ms [2020-12-05 22:47:29 main:581] : INFO : Epoch 746 | loss: 0.0311379 | val_loss: 0.0311585 | Time: 3170.18 ms [2020-12-05 22:47:33 main:581] : INFO : Epoch 747 | loss: 0.0311388 | val_loss: 0.0311591 | Time: 3125.43 ms [2020-12-05 22:47:36 main:581] : INFO : Epoch 748 | loss: 0.0311429 | val_loss: 0.0311639 | Time: 3115.9 ms [2020-12-05 22:47:39 main:581] : INFO : Epoch 749 | loss: 0.0311412 | val_loss: 0.031162 | Time: 3149.8 ms [2020-12-05 22:47:42 main:581] : INFO : Epoch 750 | loss: 0.0311378 | val_loss: 0.0311611 | Time: 3179.58 ms [2020-12-05 22:47:45 main:581] : INFO : Epoch 751 | loss: 0.0311441 | val_loss: 0.0311611 | Time: 3160.86 ms [2020-12-05 22:47:48 main:581] : INFO : Epoch 752 | loss: 0.0311391 | val_loss: 0.0311586 | Time: 3148.64 ms [2020-12-05 22:47:51 main:581] : INFO : Epoch 753 | loss: 0.0311372 | val_loss: 0.0311625 | Time: 3119.9 ms [2020-12-05 22:47:55 main:581] : INFO : Epoch 754 | loss: 0.0311361 | val_loss: 0.0311608 | Time: 3141.25 ms [2020-12-05 22:47:58 main:581] : INFO : Epoch 755 | loss: 0.0311381 | val_loss: 0.0311655 | Time: 3162.27 ms [2020-12-05 22:48:01 main:581] : INFO : Epoch 756 | loss: 0.0311352 | val_loss: 0.0311625 | Time: 3146.84 ms [2020-12-05 22:48:04 main:581] : INFO : Epoch 757 | loss: 0.0311346 | val_loss: 0.031166 | Time: 3155.76 ms [2020-12-05 22:48:07 main:581] : INFO : Epoch 758 | loss: 0.0311364 | val_loss: 0.0311632 | Time: 3194.97 ms [2020-12-05 22:48:10 main:581] : INFO : Epoch 759 | loss: 0.0311393 | val_loss: 0.0311689 | Time: 3140.96 ms [2020-12-05 22:48:14 main:581] : INFO : Epoch 760 | loss: 0.0311373 | val_loss: 0.0311643 | Time: 3137.1 ms [2020-12-05 22:48:17 main:581] : INFO : Epoch 761 | loss: 0.0311376 | val_loss: 0.0311647 | Time: 3110.14 ms [2020-12-05 22:48:20 main:581] : INFO : Epoch 762 | loss: 0.0311388 | val_loss: 0.0311735 | Time: 3219.08 ms [2020-12-05 22:48:23 main:581] : INFO : Epoch 763 | loss: 0.031139 | val_loss: 0.0311641 | Time: 3170.86 ms [2020-12-05 22:48:26 main:581] : INFO : Epoch 764 | loss: 0.0311369 | val_loss: 0.0311676 | Time: 3147.46 ms [2020-12-05 22:48:29 main:581] : INFO : Epoch 765 | loss: 0.0311395 | val_loss: 0.0311682 | Time: 3160.7 ms [2020-12-05 22:48:32 main:581] : INFO : Epoch 766 | loss: 0.031138 | val_loss: 0.0311659 | Time: 3126.38 ms [2020-12-05 22:48:36 main:581] : INFO : Epoch 767 | loss: 0.0311344 | val_loss: 0.0311646 | Time: 3144.57 ms [2020-12-05 22:48:39 main:581] : INFO : Epoch 768 | loss: 0.0311361 | val_loss: 0.0311643 | Time: 3172.28 ms [2020-12-05 22:48:42 main:581] : INFO : Epoch 769 | loss: 0.031141 | val_loss: 0.0311643 | Time: 3180.73 ms [2020-12-05 22:48:45 main:581] : INFO : Epoch 770 | loss: 0.0311467 | val_loss: 0.0311696 | Time: 3148.54 ms [2020-12-05 22:48:48 main:581] : INFO : Epoch 771 | loss: 0.0311525 | val_loss: 0.0311576 | Time: 3143.59 ms [2020-12-05 22:48:51 main:581] : INFO : Epoch 772 | loss: 0.0311436 | val_loss: 0.0311575 | Time: 3142.61 ms [2020-12-05 22:48:55 main:581] : INFO : Epoch 773 | loss: 0.0311414 | val_loss: 0.0311594 | Time: 3145.05 ms [2020-12-05 22:48:58 main:581] : INFO : Epoch 774 | loss: 0.0311435 | val_loss: 0.0311636 | Time: 3128.45 ms [2020-12-05 22:49:01 main:581] : INFO : Epoch 775 | loss: 0.0311466 | val_loss: 0.0311586 | Time: 3182.23 ms [2020-12-05 22:49:04 main:581] : INFO : Epoch 776 | loss: 0.0311388 | val_loss: 0.0311606 | Time: 3186.44 ms [2020-12-05 22:49:07 main:581] : INFO : Epoch 777 | loss: 0.0311373 | val_loss: 0.0311606 | Time: 3138.23 ms [2020-12-05 22:49:10 main:581] : INFO : Epoch 778 | loss: 0.031137 | val_loss: 0.0311642 | Time: 3162.74 ms [2020-12-05 22:49:13 main:581] : INFO : Epoch 779 | loss: 0.0311396 | val_loss: 0.0311649 | Time: 3110.91 ms [2020-12-05 22:49:17 main:581] : INFO : Epoch 780 | loss: 0.0311407 | val_loss: 0.0311588 | Time: 3158.06 ms [2020-12-05 22:49:20 main:581] : INFO : Epoch 781 | loss: 0.0311397 | val_loss: 0.0311591 | Time: 3150.31 ms [2020-12-05 22:49:23 main:581] : INFO : Epoch 782 | loss: 0.0311417 | val_loss: 0.0311581 | Time: 3216.01 ms [2020-12-05 22:49:26 main:581] : INFO : Epoch 783 | loss: 0.0311407 | val_loss: 0.0311616 | Time: 3153.31 ms [2020-12-05 22:49:29 main:581] : INFO : Epoch 784 | loss: 0.0311396 | val_loss: 0.0311571 | Time: 3124.85 ms [2020-12-05 22:49:32 main:581] : INFO : Epoch 785 | loss: 0.0311364 | val_loss: 0.031157 | Time: 3129.1 ms [2020-12-05 22:49:36 main:581] : INFO : Epoch 786 | loss: 0.0311357 | val_loss: 0.0311592 | Time: 3164.54 ms [2020-12-05 22:49:39 main:581] : INFO : Epoch 787 | loss: 0.0311369 | val_loss: 0.0311571 | Time: 3115.84 ms [2020-12-05 22:49:42 main:581] : INFO : Epoch 788 | loss: 0.031139 | val_loss: 0.0311588 | Time: 3202.89 ms [2020-12-05 22:49:45 main:581] : INFO : Epoch 789 | loss: 0.0311334 | val_loss: 0.0311621 | Time: 3173.89 ms [2020-12-05 22:49:48 main:581] : INFO : Epoch 790 | loss: 0.031136 | val_loss: 0.0311733 | Time: 3136.02 ms [2020-12-05 22:49:51 main:581] : INFO : Epoch 791 | loss: 0.0311435 | val_loss: 0.0311592 | Time: 3132.16 ms [2020-12-05 22:49:54 main:581] : INFO : Epoch 792 | loss: 0.0311379 | val_loss: 0.0311584 | Time: 3150.45 ms [2020-12-05 22:49:58 main:581] : INFO : Epoch 793 | loss: 0.0311384 | val_loss: 0.0311602 | Time: 3183.47 ms [2020-12-05 22:50:01 main:581] : INFO : Epoch 794 | loss: 0.0311361 | val_loss: 0.0311605 | Time: 3121.1 ms [2020-12-05 22:50:04 main:581] : INFO : Epoch 795 | loss: 0.0311363 | val_loss: 0.0311584 | Time: 3191.94 ms [2020-12-05 22:50:07 main:581] : INFO : Epoch 796 | loss: 0.0311357 | val_loss: 0.0311644 | Time: 3170.79 ms [2020-12-05 22:50:10 main:581] : INFO : Epoch 797 | loss: 0.0311381 | val_loss: 0.031158 | Time: 3131.04 ms [2020-12-05 22:50:13 main:581] : INFO : Epoch 798 | loss: 0.0311358 | val_loss: 0.0311638 | Time: 3114.31 ms [2020-12-05 22:50:17 main:581] : INFO : Epoch 799 | loss: 0.0311363 | val_loss: 0.031154 | Time: 3189.21 ms [2020-12-05 22:50:20 main:581] : INFO : Epoch 800 | loss: 0.0311416 | val_loss: 0.031158 | Time: 3182.53 ms [2020-12-05 22:50:23 main:581] : INFO : Epoch 801 | loss: 0.0311405 | val_loss: 0.0311561 | Time: 3140.24 ms [2020-12-05 22:50:26 main:581] : INFO : Epoch 802 | loss: 0.0311363 | val_loss: 0.0311557 | Time: 3142.98 ms [2020-12-05 22:50:29 main:581] : INFO : Epoch 803 | loss: 0.0311395 | val_loss: 0.0311593 | Time: 3141.52 ms [2020-12-05 22:50:32 main:581] : INFO : Epoch 804 | loss: 0.0311364 | val_loss: 0.0311554 | Time: 3132.14 ms [2020-12-05 22:50:35 main:581] : INFO : Epoch 805 | loss: 0.0311356 | val_loss: 0.0311548 | Time: 3163.64 ms [2020-12-05 22:50:39 main:581] : INFO : Epoch 806 | loss: 0.0311384 | val_loss: 0.0311552 | Time: 3195.13 ms [2020-12-05 22:50:42 main:581] : INFO : Epoch 807 | loss: 0.0311361 | val_loss: 0.0311546 | Time: 3146.4 ms [2020-12-05 22:50:45 main:581] : INFO : Epoch 808 | loss: 0.0311376 | val_loss: 0.0311583 | Time: 3155.92 ms [2020-12-05 22:50:48 main:581] : INFO : Epoch 809 | loss: 0.03114 | val_loss: 0.0311581 | Time: 3126.05 ms [2020-12-05 22:50:51 main:581] : INFO : Epoch 810 | loss: 0.0311379 | val_loss: 0.0311537 | Time: 3130.57 ms [2020-12-05 22:50:54 main:581] : INFO : Epoch 811 | loss: 0.0311332 | val_loss: 0.0311526 | Time: 3139.29 ms [2020-12-05 22:50:58 main:581] : INFO : Epoch 812 | loss: 0.0311323 | val_loss: 0.0311598 | Time: 3191.05 ms [2020-12-05 22:51:01 main:581] : INFO : Epoch 813 | loss: 0.031131 | val_loss: 0.0311561 | Time: 3191.05 ms [2020-12-05 22:51:04 main:581] : INFO : Epoch 814 | loss: 0.0311285 | val_loss: 0.0311623 | Time: 3120.59 ms [2020-12-05 22:51:07 main:581] : INFO : Epoch 815 | loss: 0.0311295 | val_loss: 0.0311625 | Time: 3143.85 ms [2020-12-05 22:51:10 main:581] : INFO : Epoch 816 | loss: 0.0311285 | val_loss: 0.031159 | Time: 3151.46 ms [2020-12-05 22:51:13 main:581] : INFO : Epoch 817 | loss: 0.0311285 | val_loss: 0.0311581 | Time: 3125.93 ms [2020-12-05 22:51:16 main:581] : INFO : Epoch 818 | loss: 0.0311303 | val_loss: 0.0311611 | Time: 3166.93 ms [2020-12-05 22:51:20 main:581] : INFO : Epoch 819 | loss: 0.0311371 | val_loss: 0.0311597 | Time: 3172.76 ms [2020-12-05 22:51:23 main:581] : INFO : Epoch 820 | loss: 0.0311356 | val_loss: 0.0311614 | Time: 3178.11 ms [2020-12-05 22:51:26 main:581] : INFO : Epoch 821 | loss: 0.0311355 | val_loss: 0.0311609 | Time: 3121.3 ms [2020-12-05 22:51:29 main:581] : INFO : Epoch 822 | loss: 0.0311381 | val_loss: 0.0311646 | Time: 3144.25 ms [2020-12-05 22:51:32 main:581] : INFO : Epoch 823 | loss: 0.0311448 | val_loss: 0.0311597 | Time: 3153.12 ms [2020-12-05 22:51:35 main:581] : INFO : Epoch 824 | loss: 0.0311397 | val_loss: 0.0311578 | Time: 3146.16 ms [2020-12-05 22:51:38 main:581] : INFO : Epoch 825 | loss: 0.0311406 | val_loss: 0.031159 | Time: 3122.79 ms [2020-12-05 22:51:42 main:581] : INFO : Epoch 826 | loss: 0.0311439 | val_loss: 0.0311624 | Time: 3205.01 ms [2020-12-05 22:51:45 main:581] : INFO : Epoch 827 | loss: 0.0311353 | val_loss: 0.0311598 | Time: 3167.85 ms [2020-12-05 22:51:48 main:581] : INFO : Epoch 828 | loss: 0.0311338 | val_loss: 0.0311551 | Time: 3130.35 ms [2020-12-05 22:51:51 main:581] : INFO : Epoch 829 | loss: 0.0311304 | val_loss: 0.0311613 | Time: 3119.65 ms [2020-12-05 22:51:54 main:581] : INFO : Epoch 830 | loss: 0.0311371 | val_loss: 0.0311612 | Time: 3179.38 ms [2020-12-05 22:51:57 main:581] : INFO : Epoch 831 | loss: 0.0311319 | val_loss: 0.0311548 | Time: 3147.97 ms [2020-12-05 22:52:01 main:581] : INFO : Epoch 832 | loss: 0.0311286 | val_loss: 0.0311541 | Time: 3161.23 ms [2020-12-05 22:52:04 main:581] : INFO : Epoch 833 | loss: 0.0311275 | val_loss: 0.0311599 | Time: 3160.02 ms [2020-12-05 22:52:07 main:581] : INFO : Epoch 834 | loss: 0.0311271 | val_loss: 0.0311606 | Time: 3134.67 ms [2020-12-05 22:52:10 main:581] : INFO : Epoch 835 | loss: 0.0311286 | val_loss: 0.0311585 | Time: 3144.68 ms [2020-12-05 22:52:13 main:581] : INFO : Epoch 836 | loss: 0.0311289 | val_loss: 0.0311578 | Time: 3134.62 ms [2020-12-05 22:52:16 main:581] : INFO : Epoch 837 | loss: 0.0311282 | val_loss: 0.0311583 | Time: 3205.85 ms [2020-12-05 22:52:20 main:581] : INFO : Epoch 838 | loss: 0.0311341 | val_loss: 0.0311581 | Time: 3139.73 ms [2020-12-05 22:52:23 main:581] : INFO : Epoch 839 | loss: 0.0311284 | val_loss: 0.0311605 | Time: 3155.86 ms [2020-12-05 22:52:26 main:581] : INFO : Epoch 840 | loss: 0.0311278 | val_loss: 0.0311554 | Time: 3148.33 ms [2020-12-05 22:52:29 main:581] : INFO : Epoch 841 | loss: 0.031125 | val_loss: 0.0311595 | Time: 3119.58 ms [2020-12-05 22:52:32 main:581] : INFO : Epoch 842 | loss: 0.0311262 | val_loss: 0.0311557 | Time: 3169.95 ms [2020-12-05 22:52:35 main:581] : INFO : Epoch 843 | loss: 0.0311299 | val_loss: 0.0311563 | Time: 3140.67 ms [2020-12-05 22:52:38 main:581] : INFO : Epoch 844 | loss: 0.0311262 | val_loss: 0.0311599 | Time: 3171.26 ms [2020-12-05 22:52:42 main:581] : INFO : Epoch 845 | loss: 0.0311295 | val_loss: 0.0311777 | Time: 3167.42 ms [2020-12-05 22:52:45 main:581] : INFO : Epoch 846 | loss: 0.0311375 | val_loss: 0.031163 | Time: 3128.11 ms [2020-12-05 22:52:48 main:581] : INFO : Epoch 847 | loss: 0.0311297 | val_loss: 0.0311609 | Time: 3172.27 ms [2020-12-05 22:52:51 main:581] : INFO : Epoch 848 | loss: 0.0311252 | val_loss: 0.031155 | Time: 3116.87 ms [2020-12-05 22:52:54 main:581] : INFO : Epoch 849 | loss: 0.0311258 | val_loss: 0.0311623 | Time: 3184.47 ms [2020-12-05 22:52:57 main:581] : INFO : Epoch 850 | loss: 0.0311245 | val_loss: 0.0311565 | Time: 3186.79 ms [2020-12-05 22:53:01 main:581] : INFO : Epoch 851 | loss: 0.0311249 | val_loss: 0.0311621 | Time: 3154.37 ms [2020-12-05 22:53:04 main:581] : INFO : Epoch 852 | loss: 0.0311241 | val_loss: 0.0311589 | Time: 3120.4 ms [2020-12-05 22:53:07 main:581] : INFO : Epoch 853 | loss: 0.0311266 | val_loss: 0.0311622 | Time: 3142.91 ms [2020-12-05 22:53:10 main:581] : INFO : Epoch 854 | loss: 0.0311298 | val_loss: 0.0311551 | Time: 3154.88 ms [2020-12-05 22:53:13 main:581] : INFO : Epoch 855 | loss: 0.031152 | val_loss: 0.031163 | Time: 3132.19 ms [2020-12-05 22:53:16 main:581] : INFO : Epoch 856 | loss: 0.0311568 | val_loss: 0.0311512 | Time: 3170.04 ms [2020-12-05 22:53:19 main:581] : INFO : Epoch 857 | loss: 0.031148 | val_loss: 0.0311481 | Time: 3159.87 ms [2020-12-05 22:53:23 main:581] : INFO : Epoch 858 | loss: 0.0311413 | val_loss: 0.0311458 | Time: 3151.78 ms [2020-12-05 22:53:26 main:581] : INFO : Epoch 859 | loss: 0.0311392 | val_loss: 0.031155 | Time: 3133.91 ms [2020-12-05 22:53:29 main:581] : INFO : Epoch 860 | loss: 0.0311386 | val_loss: 0.0311512 | Time: 3181.88 ms [2020-12-05 22:53:32 main:581] : INFO : Epoch 861 | loss: 0.0311379 | val_loss: 0.0311456 | Time: 3130.25 ms [2020-12-05 22:53:35 main:581] : INFO : Epoch 862 | loss: 0.0311327 | val_loss: 0.0311476 | Time: 3135.73 ms [2020-12-05 22:53:38 main:581] : INFO : Epoch 863 | loss: 0.0311329 | val_loss: 0.0311463 | Time: 3154.34 ms [2020-12-05 22:53:41 main:581] : INFO : Epoch 864 | loss: 0.0311321 | val_loss: 0.0311463 | Time: 3161.01 ms [2020-12-05 22:53:45 main:581] : INFO : Epoch 865 | loss: 0.0311306 | val_loss: 0.0311491 | Time: 3176.22 ms [2020-12-05 22:53:48 main:581] : INFO : Epoch 866 | loss: 0.0311297 | val_loss: 0.0311514 | Time: 3131.83 ms [2020-12-05 22:53:51 main:581] : INFO : Epoch 867 | loss: 0.0311286 | val_loss: 0.0311469 | Time: 3138.62 ms [2020-12-05 22:53:54 main:581] : INFO : Epoch 868 | loss: 0.0311273 | val_loss: 0.0311507 | Time: 3153.87 ms [2020-12-05 22:53:57 main:581] : INFO : Epoch 869 | loss: 0.0311306 | val_loss: 0.0311623 | Time: 3134.99 ms [2020-12-05 22:54:00 main:581] : INFO : Epoch 870 | loss: 0.0311344 | val_loss: 0.0311643 | Time: 3156 ms [2020-12-05 22:54:04 main:581] : INFO : Epoch 871 | loss: 0.0311312 | val_loss: 0.0311624 | Time: 3137.85 ms [2020-12-05 22:54:07 main:581] : INFO : Epoch 872 | loss: 0.0311346 | val_loss: 0.0311523 | Time: 3179.99 ms [2020-12-05 22:54:10 main:581] : INFO : Epoch 873 | loss: 0.0311266 | val_loss: 0.0311491 | Time: 3170.13 ms [2020-12-05 22:54:13 main:581] : INFO : Epoch 874 | loss: 0.0311244 | val_loss: 0.0311469 | Time: 3138.55 ms [2020-12-05 22:54:16 main:581] : INFO : Epoch 875 | loss: 0.031125 | val_loss: 0.0311538 | Time: 3146.33 ms [2020-12-05 22:54:19 main:581] : INFO : Epoch 876 | loss: 0.0311253 | val_loss: 0.0311566 | Time: 3130.63 ms [2020-12-05 22:54:22 main:581] : INFO : Epoch 877 | loss: 0.0311227 | val_loss: 0.0311465 | Time: 3176.12 ms [2020-12-05 22:54:26 main:581] : INFO : Epoch 878 | loss: 0.0311228 | val_loss: 0.031151 | Time: 3154 ms [2020-12-05 22:54:29 main:581] : INFO : Epoch 879 | loss: 0.0311249 | val_loss: 0.0311494 | Time: 3153.44 ms [2020-12-05 22:54:32 main:581] : INFO : Epoch 880 | loss: 0.0311262 | val_loss: 0.0311544 | Time: 3153.09 ms [2020-12-05 22:54:35 main:581] : INFO : Epoch 881 | loss: 0.0311242 | val_loss: 0.0311486 | Time: 3151.27 ms [2020-12-05 22:54:38 main:581] : INFO : Epoch 882 | loss: 0.0311198 | val_loss: 0.0311567 | Time: 3152.34 ms [2020-12-05 22:54:41 main:581] : INFO : Epoch 883 | loss: 0.0311189 | val_loss: 0.0311521 | Time: 3140 ms [2020-12-05 22:54:45 main:581] : INFO : Epoch 884 | loss: 0.0311189 | val_loss: 0.0311488 | Time: 3150.52 ms [2020-12-05 22:54:48 main:581] : INFO : Epoch 885 | loss: 0.0311196 | val_loss: 0.0311493 | Time: 3147.61 ms [2020-12-05 22:54:51 main:581] : INFO : Epoch 886 | loss: 0.0311227 | val_loss: 0.0311569 | Time: 3160.9 ms [2020-12-05 22:54:54 main:581] : INFO : Epoch 887 | loss: 0.0311268 | val_loss: 0.0311486 | Time: 3150.52 ms [2020-12-05 22:54:57 main:581] : INFO : Epoch 888 | loss: 0.0311184 | val_loss: 0.0311481 | Time: 3166.82 ms [2020-12-05 22:55:00 main:581] : INFO : Epoch 889 | loss: 0.0311193 | val_loss: 0.0311547 | Time: 3138.73 ms [2020-12-05 22:55:03 main:581] : INFO : Epoch 890 | loss: 0.0311224 | val_loss: 0.031153 | Time: 3147.87 ms [2020-12-05 22:55:07 main:581] : INFO : Epoch 891 | loss: 0.031118 | val_loss: 0.0311518 | Time: 3154.7 ms [2020-12-05 22:55:10 main:581] : INFO : Epoch 892 | loss: 0.0311166 | val_loss: 0.0311506 | Time: 3172.09 ms [2020-12-05 22:55:13 main:581] : INFO : Epoch 893 | loss: 0.0311144 | val_loss: 0.0311501 | Time: 3134.96 ms [2020-12-05 22:55:16 main:581] : INFO : Epoch 894 | loss: 0.0311141 | val_loss: 0.0311492 | Time: 3151.7 ms [2020-12-05 22:55:19 main:581] : INFO : Epoch 895 | loss: 0.0311134 | val_loss: 0.0311534 | Time: 3181.96 ms [2020-12-05 22:55:22 main:581] : INFO : Epoch 896 | loss: 0.0311154 | val_loss: 0.0311492 | Time: 3166.12 ms [2020-12-05 22:55:26 main:581] : INFO : Epoch 897 | loss: 0.0311148 | val_loss: 0.0311499 | Time: 3141.36 ms [2020-12-05 22:55:29 main:581] : INFO : Epoch 898 | loss: 0.0311147 | val_loss: 0.0311532 | Time: 3126.27 ms [2020-12-05 22:55:32 main:581] : INFO : Epoch 899 | loss: 0.0311128 | val_loss: 0.0311543 | Time: 3177.66 ms [2020-12-05 22:55:35 main:581] : INFO : Epoch 900 | loss: 0.0311128 | val_loss: 0.0311481 | Time: 3131.9 ms [2020-12-05 22:55:38 main:581] : INFO : Epoch 901 | loss: 0.0311127 | val_loss: 0.0311545 | Time: 3136.46 ms [2020-12-05 22:55:41 main:581] : INFO : Epoch 902 | loss: 0.0311128 | val_loss: 0.0311558 | Time: 3177.91 ms [2020-12-05 22:55:44 main:581] : INFO : Epoch 903 | loss: 0.0311179 | val_loss: 0.0311458 | Time: 3178.49 ms [2020-12-05 22:55:48 main:581] : INFO : Epoch 904 | loss: 0.0311166 | val_loss: 0.0311469 | Time: 3145.58 ms [2020-12-05 22:55:51 main:581] : INFO : Epoch 905 | loss: 0.0311162 | val_loss: 0.0311554 | Time: 3138.7 ms [2020-12-05 22:55:54 main:581] : INFO : Epoch 906 | loss: 0.0311173 | val_loss: 0.0311507 | Time: 3145.5 ms [2020-12-05 22:55:57 main:581] : INFO : Epoch 907 | loss: 0.0311135 | val_loss: 0.0311487 | Time: 3132.46 ms [2020-12-05 22:56:00 main:581] : INFO : Epoch 908 | loss: 0.031113 | val_loss: 0.0311576 | Time: 3153.8 ms [2020-12-05 22:56:03 main:581] : INFO : Epoch 909 | loss: 0.0311122 | val_loss: 0.0311481 | Time: 3205.1 ms [2020-12-05 22:56:07 main:581] : INFO : Epoch 910 | loss: 0.0311124 | val_loss: 0.0311508 | Time: 3165.05 ms [2020-12-05 22:56:10 main:581] : INFO : Epoch 911 | loss: 0.0311114 | val_loss: 0.0311514 | Time: 3132.4 ms [2020-12-05 22:56:13 main:581] : INFO : Epoch 912 | loss: 0.0311115 | val_loss: 0.031149 | Time: 3124.32 ms [2020-12-05 22:56:16 main:581] : INFO : Epoch 913 | loss: 0.0311131 | val_loss: 0.031146 | Time: 3142.23 ms [2020-12-05 22:56:19 main:581] : INFO : Epoch 914 | loss: 0.0311097 | val_loss: 0.0311539 | Time: 3148.86 ms [2020-12-05 22:56:22 main:581] : INFO : Epoch 915 | loss: 0.0311124 | val_loss: 0.0311484 | Time: 3162.03 ms [2020-12-05 22:56:25 main:581] : INFO : Epoch 916 | loss: 0.0311116 | val_loss: 0.0311516 | Time: 3145.29 ms [2020-12-05 22:56:29 main:581] : INFO : Epoch 917 | loss: 0.0311135 | val_loss: 0.0311507 | Time: 3178.78 ms [2020-12-05 22:56:32 main:581] : INFO : Epoch 918 | loss: 0.031113 | val_loss: 0.031147 | Time: 3133.07 ms [2020-12-05 22:56:35 main:581] : INFO : Epoch 919 | loss: 0.0311096 | val_loss: 0.0311519 | Time: 3171.97 ms [2020-12-05 22:56:38 main:581] : INFO : Epoch 920 | loss: 0.0311085 | val_loss: 0.031152 | Time: 3123.51 ms [2020-12-05 22:56:41 main:581] : INFO : Epoch 921 | loss: 0.0311078 | val_loss: 0.0311492 | Time: 3129.83 ms [2020-12-05 22:56:44 main:581] : INFO : Epoch 922 | loss: 0.0311093 | val_loss: 0.0311564 | Time: 3198.23 ms [2020-12-05 22:56:48 main:581] : INFO : Epoch 923 | loss: 0.0311091 | val_loss: 0.0311519 | Time: 3145.76 ms [2020-12-05 22:56:51 main:581] : INFO : Epoch 924 | loss: 0.0311075 | val_loss: 0.0311524 | Time: 3130.08 ms [2020-12-05 22:56:54 main:581] : INFO : Epoch 925 | loss: 0.0311149 | val_loss: 0.031152 | Time: 3134.08 ms [2020-12-05 22:56:57 main:581] : INFO : Epoch 926 | loss: 0.0311122 | val_loss: 0.0311594 | Time: 3161.14 ms [2020-12-05 22:57:00 main:581] : INFO : Epoch 927 | loss: 0.0311065 | val_loss: 0.0311577 | Time: 3180.74 ms [2020-12-05 22:57:03 main:581] : INFO : Epoch 928 | loss: 0.0311111 | val_loss: 0.0311587 | Time: 3130.57 ms [2020-12-05 22:57:06 main:581] : INFO : Epoch 929 | loss: 0.0311107 | val_loss: 0.0311656 | Time: 3152.4 ms [2020-12-05 22:57:10 main:581] : INFO : Epoch 930 | loss: 0.0311171 | val_loss: 0.0311479 | Time: 3163.67 ms [2020-12-05 22:57:13 main:581] : INFO : Epoch 931 | loss: 0.031112 | val_loss: 0.0311559 | Time: 3121.97 ms [2020-12-05 22:57:16 main:581] : INFO : Epoch 932 | loss: 0.03111 | val_loss: 0.031152 | Time: 3172.84 ms [2020-12-05 22:57:19 main:581] : INFO : Epoch 933 | loss: 0.0311078 | val_loss: 0.0311522 | Time: 3179.6 ms [2020-12-05 22:57:22 main:581] : INFO : Epoch 934 | loss: 0.031106 | val_loss: 0.0311732 | Time: 3167.93 ms [2020-12-05 22:57:25 main:581] : INFO : Epoch 935 | loss: 0.0311072 | val_loss: 0.031155 | Time: 3111.49 ms [2020-12-05 22:57:28 main:581] : INFO : Epoch 936 | loss: 0.0311041 | val_loss: 0.0311528 | Time: 3163.05 ms [2020-12-05 22:57:32 main:581] : INFO : Epoch 937 | loss: 0.0311055 | val_loss: 0.0311597 | Time: 3135.05 ms [2020-12-05 22:57:35 main:581] : INFO : Epoch 938 | loss: 0.0311055 | val_loss: 0.0311584 | Time: 3131.22 ms [2020-12-05 22:57:38 main:581] : INFO : Epoch 939 | loss: 0.0311058 | val_loss: 0.0311613 | Time: 3134.12 ms [2020-12-05 22:57:41 main:581] : INFO : Epoch 940 | loss: 0.0311043 | val_loss: 0.0311559 | Time: 3191.54 ms [2020-12-05 22:57:44 main:581] : INFO : Epoch 941 | loss: 0.0311006 | val_loss: 0.0311536 | Time: 3207.84 ms [2020-12-05 22:57:47 main:581] : INFO : Epoch 942 | loss: 0.0311019 | val_loss: 0.031156 | Time: 3128.99 ms [2020-12-05 22:57:51 main:581] : INFO : Epoch 943 | loss: 0.0311015 | val_loss: 0.0311569 | Time: 3129.86 ms [2020-12-05 22:57:54 main:581] : INFO : Epoch 944 | loss: 0.0311041 | val_loss: 0.0311644 | Time: 3146.39 ms [2020-12-05 22:57:57 main:581] : INFO : Epoch 945 | loss: 0.0311026 | val_loss: 0.031161 | Time: 3128.61 ms [2020-12-05 22:58:00 main:581] : INFO : Epoch 946 | loss: 0.0311081 | val_loss: 0.0311503 | Time: 3195.46 ms [2020-12-05 22:58:03 main:581] : INFO : Epoch 947 | loss: 0.0311033 | val_loss: 0.031152 | Time: 3191.46 ms [2020-12-05 22:58:06 main:581] : INFO : Epoch 948 | loss: 0.0311054 | val_loss: 0.0311593 | Time: 3149.64 ms [2020-12-05 22:58:10 main:581] : INFO : Epoch 949 | loss: 0.031106 | val_loss: 0.0311497 | Time: 3143.69 ms [2020-12-05 22:58:13 main:581] : INFO : Epoch 950 | loss: 0.0311064 | val_loss: 0.0311548 | Time: 3121.85 ms [2020-12-05 22:58:16 main:581] : INFO : Epoch 951 | loss: 0.0311062 | val_loss: 0.0311558 | Time: 3143.38 ms [2020-12-05 22:58:19 main:581] : INFO : Epoch 952 | loss: 0.0311044 | val_loss: 0.0311586 | Time: 3143.98 ms [2020-12-05 22:58:22 main:581] : INFO : Epoch 953 | loss: 0.0311035 | val_loss: 0.0311509 | Time: 3186.01 ms [2020-12-05 22:58:25 main:581] : INFO : Epoch 954 | loss: 0.0311044 | val_loss: 0.0311554 | Time: 3195.16 ms [2020-12-05 22:58:28 main:581] : INFO : Epoch 955 | loss: 0.0310997 | val_loss: 0.0311591 | Time: 3132.53 ms [2020-12-05 22:58:32 main:581] : INFO : Epoch 956 | loss: 0.0310976 | val_loss: 0.0311558 | Time: 3125.45 ms [2020-12-05 22:58:35 main:581] : INFO : Epoch 957 | loss: 0.0310985 | val_loss: 0.0311589 | Time: 3142.52 ms [2020-12-05 22:58:38 main:581] : INFO : Epoch 958 | loss: 0.0311017 | val_loss: 0.0311528 | Time: 3139.79 ms [2020-12-05 22:58:41 main:581] : INFO : Epoch 959 | loss: 0.0311037 | val_loss: 0.0311543 | Time: 3178.46 ms [2020-12-05 22:58:44 main:581] : INFO : Epoch 960 | loss: 0.0310982 | val_loss: 0.0311575 | Time: 3188.89 ms [2020-12-05 22:58:47 main:581] : INFO : Epoch 961 | loss: 0.0310962 | val_loss: 0.0311535 | Time: 3136.13 ms [2020-12-05 22:58:50 main:581] : INFO : Epoch 962 | loss: 0.0310974 | val_loss: 0.0311563 | Time: 3115.67 ms [2020-12-05 22:58:54 main:581] : INFO : Epoch 963 | loss: 0.0310974 | val_loss: 0.0311505 | Time: 3151.31 ms [2020-12-05 22:58:57 main:581] : INFO : Epoch 964 | loss: 0.0311004 | val_loss: 0.031159 | Time: 3181.85 ms [2020-12-05 22:59:00 main:581] : INFO : Epoch 965 | loss: 0.0311039 | val_loss: 0.031163 | Time: 3168.85 ms [2020-12-05 22:59:03 main:581] : INFO : Epoch 966 | loss: 0.0311003 | val_loss: 0.0311556 | Time: 3137.34 ms [2020-12-05 22:59:06 main:581] : INFO : Epoch 967 | loss: 0.0311006 | val_loss: 0.0311575 | Time: 3167.37 ms [2020-12-05 22:59:09 main:581] : INFO : Epoch 968 | loss: 0.0310994 | val_loss: 0.0311588 | Time: 3145.15 ms [2020-12-05 22:59:13 main:581] : INFO : Epoch 969 | loss: 0.0310971 | val_loss: 0.0311558 | Time: 3118.94 ms [2020-12-05 22:59:16 main:581] : INFO : Epoch 970 | loss: 0.0311001 | val_loss: 0.0311567 | Time: 3163.96 ms [2020-12-05 22:59:19 main:581] : INFO : Epoch 971 | loss: 0.0310976 | val_loss: 0.0311607 | Time: 3168.92 ms [2020-12-05 22:59:22 main:581] : INFO : Epoch 972 | loss: 0.0310964 | val_loss: 0.0311504 | Time: 3175.47 ms [2020-12-05 22:59:25 main:581] : INFO : Epoch 973 | loss: 0.0310998 | val_loss: 0.0311515 | Time: 3144.93 ms [2020-12-05 22:59:28 main:581] : INFO : Epoch 974 | loss: 0.031101 | val_loss: 0.031154 | Time: 3134.91 ms [2020-12-05 22:59:31 main:581] : INFO : Epoch 975 | loss: 0.0311401 | val_loss: 0.0311709 | Time: 3128.77 ms [2020-12-05 22:59:35 main:581] : INFO : Epoch 976 | loss: 0.0311752 | val_loss: 0.0311653 | Time: 3147.95 ms [2020-12-05 22:59:38 main:581] : INFO : Epoch 977 | loss: 0.0311657 | val_loss: 0.031159 | Time: 3187.67 ms [2020-12-05 22:59:41 main:581] : INFO : Epoch 978 | loss: 0.0311611 | val_loss: 0.0311575 | Time: 3155.93 ms [2020-12-05 22:59:44 main:581] : INFO : Epoch 979 | loss: 0.0311579 | val_loss: 0.031151 | Time: 3186.97 ms [2020-12-05 22:59:47 main:581] : INFO : Epoch 980 | loss: 0.0311522 | val_loss: 0.03115 | Time: 3112.21 ms [2020-12-05 22:59:50 main:581] : INFO : Epoch 981 | loss: 0.0311495 | val_loss: 0.0311461 | Time: 3127.75 ms [2020-12-05 22:59:54 main:581] : INFO : Epoch 982 | loss: 0.0311466 | val_loss: 0.0311439 | Time: 3167.82 ms [2020-12-05 22:59:57 main:581] : INFO : Epoch 983 | loss: 0.0311443 | val_loss: 0.0311466 | Time: 3143.13 ms [2020-12-05 23:00:00 main:581] : INFO : Epoch 984 | loss: 0.0311432 | val_loss: 0.0311554 | Time: 3195.24 ms [2020-12-05 23:00:03 main:581] : INFO : Epoch 985 | loss: 0.0311454 | val_loss: 0.0311436 | Time: 3129.59 ms [2020-12-05 23:00:06 main:581] : INFO : Epoch 986 | loss: 0.0311409 | val_loss: 0.0311463 | Time: 3164.65 ms [2020-12-05 23:00:09 main:581] : INFO : Epoch 987 | loss: 0.031142 | val_loss: 0.0311417 | Time: 3149.18 ms [2020-12-05 23:00:12 main:581] : INFO : Epoch 988 | loss: 0.0311384 | val_loss: 0.0311419 | Time: 3112.03 ms [2020-12-05 23:00:16 main:581] : INFO : Epoch 989 | loss: 0.0311391 | val_loss: 0.0311407 | Time: 3153.32 ms [2020-12-05 23:00:19 main:581] : INFO : Epoch 990 | loss: 0.0311366 | val_loss: 0.0311391 | Time: 3150.99 ms [2020-12-05 23:00:22 main:581] : INFO : Epoch 991 | loss: 0.0311351 | val_loss: 0.0311398 | Time: 3197.45 ms [2020-12-05 23:00:25 main:581] : INFO : Epoch 992 | loss: 0.0311353 | val_loss: 0.0311407 | Time: 3157.99 ms [2020-12-05 23:00:28 main:581] : INFO : Epoch 993 | loss: 0.0311334 | val_loss: 0.0311381 | Time: 3116.96 ms [2020-12-05 23:00:31 main:581] : INFO : Epoch 994 | loss: 0.031132 | val_loss: 0.0311369 | Time: 3136.89 ms [2020-12-05 23:00:35 main:581] : INFO : Epoch 995 | loss: 0.0311297 | val_loss: 0.0311401 | Time: 3158.43 ms [2020-12-05 23:00:38 main:581] : INFO : Epoch 996 | loss: 0.0311287 | val_loss: 0.0311384 | Time: 3197.22 ms [2020-12-05 23:00:41 main:581] : INFO : Epoch 997 | loss: 0.0311259 | val_loss: 0.0311373 | Time: 3143.89 ms [2020-12-05 23:00:44 main:581] : INFO : Epoch 998 | loss: 0.0311253 | val_loss: 0.0311411 | Time: 3158.43 ms [2020-12-05 23:00:47 main:581] : INFO : Epoch 999 | loss: 0.0311246 | val_loss: 0.0311362 | Time: 3136.59 ms [2020-12-05 23:00:50 main:581] : INFO : Epoch 1000 | loss: 0.0311269 | val_loss: 0.0311397 | Time: 3127.62 ms [2020-12-05 23:00:53 main:581] : INFO : Epoch 1001 | loss: 0.0311231 | val_loss: 0.0311379 | Time: 3132.27 ms [2020-12-05 23:00:57 main:581] : INFO : Epoch 1002 | loss: 0.0311554 | val_loss: 0.0311906 | Time: 3193.56 ms [2020-12-05 23:01:00 main:581] : INFO : Epoch 1003 | loss: 0.0313038 | val_loss: 0.0320344 | Time: 3181.7 ms [2020-12-05 23:01:03 main:581] : INFO : Epoch 1004 | loss: 0.0324149 | val_loss: 0.031633 | Time: 3118.99 ms [2020-12-05 23:01:06 main:581] : INFO : Epoch 1005 | loss: 0.0314311 | val_loss: 0.0312701 | Time: 3157.58 ms [2020-12-05 23:01:09 main:581] : INFO : Epoch 1006 | loss: 0.0311973 | val_loss: 0.0311536 | Time: 3128.02 ms [2020-12-05 23:01:12 main:581] : INFO : Epoch 1007 | loss: 0.0311424 | val_loss: 0.0311427 | Time: 3142.62 ms [2020-12-05 23:01:16 main:581] : INFO : Epoch 1008 | loss: 0.0311398 | val_loss: 0.0311449 | Time: 3148.89 ms [2020-12-05 23:01:19 main:581] : INFO : Epoch 1009 | loss: 0.0311428 | val_loss: 0.0311403 | Time: 3182.92 ms [2020-12-05 23:01:22 main:581] : INFO : Epoch 1010 | loss: 0.0311375 | val_loss: 0.0311418 | Time: 3208.2 ms [2020-12-05 23:01:25 main:581] : INFO : Epoch 1011 | loss: 0.0311361 | val_loss: 0.0311395 | Time: 3124.72 ms [2020-12-05 23:01:28 main:581] : INFO : Epoch 1012 | loss: 0.0311339 | val_loss: 0.031139 | Time: 3122.21 ms [2020-12-05 23:01:31 main:581] : INFO : Epoch 1013 | loss: 0.0311344 | val_loss: 0.0311397 | Time: 3153.37 ms [2020-12-05 23:01:34 main:581] : INFO : Epoch 1014 | loss: 0.0311337 | val_loss: 0.0311388 | Time: 3170.9 ms [2020-12-05 23:01:38 main:581] : INFO : Epoch 1015 | loss: 0.0311281 | val_loss: 0.0311345 | Time: 3150.5 ms [2020-12-05 23:01:41 main:581] : INFO : Epoch 1016 | loss: 0.0311212 | val_loss: 0.0311361 | Time: 3150.6 ms [2020-12-05 23:01:44 main:581] : INFO : Epoch 1017 | loss: 0.0311183 | val_loss: 0.031138 | Time: 3156.7 ms [2020-12-05 23:01:47 main:581] : INFO : Epoch 1018 | loss: 0.0311178 | val_loss: 0.0311403 | Time: 3135.4 ms [2020-12-05 23:01:50 main:581] : INFO : Epoch 1019 | loss: 0.0311151 | val_loss: 0.0311376 | Time: 3133.81 ms [2020-12-05 23:01:53 main:581] : INFO : Epoch 1020 | loss: 0.0311147 | val_loss: 0.0311344 | Time: 3175.41 ms [2020-12-05 23:01:57 main:581] : INFO : Epoch 1021 | loss: 0.0311145 | val_loss: 0.0311407 | Time: 3154.17 ms [2020-12-05 23:02:00 main:581] : INFO : Epoch 1022 | loss: 0.0311149 | val_loss: 0.0311365 | Time: 3143.41 ms [2020-12-05 23:02:03 main:581] : INFO : Epoch 1023 | loss: 0.0311126 | val_loss: 0.0311343 | Time: 3165.98 ms [2020-12-05 23:02:06 main:581] : INFO : Epoch 1024 | loss: 0.0311126 | val_loss: 0.0311385 | Time: 3144.46 ms [2020-12-05 23:02:06 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311385 [2020-12-05 23:02:06 main:610] : INFO : Saving end state to config to file [2020-12-05 23:02:06 main:615] : INFO : Success, exiting.. 23:02:06 (4496): 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)