Task 3181942
| Name | ParityModified-1605453467-15067-5_0 |
| Workunit | 1476409 |
| Created | 5 Dec 2020, 12:06:04 UTC |
| Sent | 6 Dec 2020, 12:57:46 UTC |
| Report deadline | 13 Dec 2020, 12:57:46 UTC |
| Received | 6 Dec 2020, 13:52:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5217 |
| Run time | 54 min 34 sec |
| CPU time | 53 min 45 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,180.19 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 514 | loss: 0.031078 | val_loss: 0.0311675 | Time: 3163.17 ms [2020-12-06 14:25:23 main:574] : INFO : Epoch 515 | loss: 0.0310798 | val_loss: 0.0311739 | Time: 3181.42 ms [2020-12-06 14:25:27 main:574] : INFO : Epoch 516 | loss: 0.0310781 | val_loss: 0.0311709 | Time: 3167.76 ms [2020-12-06 14:25:30 main:574] : INFO : Epoch 517 | loss: 0.0310777 | val_loss: 0.0311635 | Time: 3157.04 ms [2020-12-06 14:25:33 main:574] : INFO : Epoch 518 | loss: 0.0310752 | val_loss: 0.0311631 | Time: 3161.35 ms [2020-12-06 14:25:36 main:574] : INFO : Epoch 519 | loss: 0.0310773 | val_loss: 0.0311761 | Time: 3155.1 ms [2020-12-06 14:25:39 main:574] : INFO : Epoch 520 | loss: 0.0310775 | val_loss: 0.0311632 | Time: 3182.21 ms [2020-12-06 14:25:43 main:574] : INFO : Epoch 521 | loss: 0.0310773 | val_loss: 0.0311687 | Time: 3163.01 ms [2020-12-06 14:25:46 main:574] : INFO : Epoch 522 | loss: 0.0310831 | val_loss: 0.0311631 | Time: 3181.13 ms [2020-12-06 14:25:49 main:574] : INFO : Epoch 523 | loss: 0.0310809 | val_loss: 0.0311589 | Time: 3160.3 ms [2020-12-06 14:25:52 main:574] : INFO : Epoch 524 | loss: 0.0310799 | val_loss: 0.0311617 | Time: 3160.5 ms [2020-12-06 14:25:55 main:574] : INFO : Epoch 525 | loss: 0.0310805 | val_loss: 0.0311639 | Time: 3164.62 ms [2020-12-06 14:25:58 main:574] : INFO : Epoch 526 | loss: 0.0310792 | val_loss: 0.0311667 | Time: 3150.75 ms [2020-12-06 14:26:02 main:574] : INFO : Epoch 527 | loss: 0.0310779 | val_loss: 0.0311642 | Time: 3146.38 ms [2020-12-06 14:26:05 main:574] : INFO : Epoch 528 | loss: 0.0310789 | val_loss: 0.0311752 | Time: 3182.49 ms [2020-12-06 14:26:08 main:574] : INFO : Epoch 529 | loss: 0.0310787 | val_loss: 0.0311691 | Time: 3169.35 ms [2020-12-06 14:26:11 main:574] : INFO : Epoch 530 | loss: 0.0310767 | val_loss: 0.0311707 | Time: 3150.04 ms [2020-12-06 14:26:14 main:574] : INFO : Epoch 531 | loss: 0.0310793 | val_loss: 0.0311663 | Time: 3149.78 ms [2020-12-06 14:26:18 main:574] : INFO : Epoch 532 | loss: 0.0310783 | val_loss: 0.0311661 | Time: 3177.95 ms [2020-12-06 14:26:21 main:574] : INFO : Epoch 533 | loss: 0.0310791 | val_loss: 0.0311666 | Time: 3164.28 ms [2020-12-06 14:26:24 main:574] : INFO : Epoch 534 | loss: 0.0310842 | val_loss: 0.0311721 | Time: 3160.33 ms [2020-12-06 14:26:27 main:574] : INFO : Epoch 535 | loss: 0.0310792 | val_loss: 0.0311655 | Time: 3159.63 ms [2020-12-06 14:26:30 main:574] : INFO : Epoch 536 | loss: 0.0310779 | val_loss: 0.0311693 | Time: 3167.72 ms [2020-12-06 14:26:33 main:574] : INFO : Epoch 537 | loss: 0.0310753 | val_loss: 0.0311712 | Time: 3188.18 ms [2020-12-06 14:26:37 main:574] : INFO : Epoch 538 | loss: 0.0310807 | val_loss: 0.0311632 | Time: 3170.5 ms [2020-12-06 14:26:40 main:574] : INFO : Epoch 539 | loss: 0.0310859 | val_loss: 0.0311713 | Time: 3161.86 ms [2020-12-06 14:26:43 main:574] : INFO : Epoch 540 | loss: 0.0310856 | val_loss: 0.0311804 | Time: 3160.9 ms [2020-12-06 14:26:46 main:574] : INFO : Epoch 541 | loss: 0.0310831 | val_loss: 0.0311756 | Time: 3166.92 ms [2020-12-06 14:26:49 main:574] : INFO : Epoch 542 | loss: 0.0310808 | val_loss: 0.0311716 | Time: 3156.61 ms [2020-12-06 14:26:53 main:574] : INFO : Epoch 543 | loss: 0.0310827 | val_loss: 0.0311682 | Time: 3173.6 ms [2020-12-06 14:26:56 main:574] : INFO : Epoch 544 | loss: 0.031088 | val_loss: 0.0311682 | Time: 3159.9 ms [2020-12-06 14:26:59 main:574] : INFO : Epoch 545 | loss: 0.0310844 | val_loss: 0.0311686 | Time: 3151.45 ms [2020-12-06 14:27:02 main:574] : INFO : Epoch 546 | loss: 0.0310889 | val_loss: 0.0311721 | Time: 3229.35 ms [2020-12-06 14:27:05 main:574] : INFO : Epoch 547 | loss: 0.031082 | val_loss: 0.0311691 | Time: 3263.93 ms [2020-12-06 14:27:09 main:574] : INFO : Epoch 548 | loss: 0.0310846 | val_loss: 0.0311709 | Time: 3261.44 ms [2020-12-06 14:27:12 main:574] : INFO : Epoch 549 | loss: 0.0310821 | val_loss: 0.0311686 | Time: 3204.1 ms [2020-12-06 14:27:15 main:574] : INFO : Epoch 550 | loss: 0.0310864 | val_loss: 0.031169 | Time: 3160.56 ms [2020-12-06 14:27:18 main:574] : INFO : Epoch 551 | loss: 0.0310882 | val_loss: 0.0311637 | Time: 3197.71 ms [2020-12-06 14:27:22 main:574] : INFO : Epoch 552 | loss: 0.0310828 | val_loss: 0.031162 | Time: 3146.86 ms [2020-12-06 14:27:25 main:574] : INFO : Epoch 553 | loss: 0.0310889 | val_loss: 0.0311609 | Time: 3168.63 ms [2020-12-06 14:27:28 main:574] : INFO : Epoch 554 | loss: 0.0310903 | val_loss: 0.0311625 | Time: 3153.4 ms [2020-12-06 14:27:31 main:574] : INFO : Epoch 555 | loss: 0.0310935 | val_loss: 0.0311573 | Time: 3166.64 ms [2020-12-06 14:27:34 main:574] : INFO : Epoch 556 | loss: 0.0310901 | val_loss: 0.0311728 | Time: 3195.18 ms [2020-12-06 14:27:37 main:574] : INFO : Epoch 557 | loss: 0.0310917 | val_loss: 0.0311629 | Time: 3180.28 ms [2020-12-06 14:27:41 main:574] : INFO : Epoch 558 | loss: 0.0311056 | val_loss: 0.0311591 | Time: 3173.97 ms [2020-12-06 14:27:44 main:574] : INFO : Epoch 559 | loss: 0.0311043 | val_loss: 0.0311605 | Time: 3172.2 ms [2020-12-06 14:27:47 main:574] : INFO : Epoch 560 | loss: 0.0310992 | val_loss: 0.0311523 | Time: 3170.52 ms [2020-12-06 14:27:50 main:574] : INFO : Epoch 561 | loss: 0.0311002 | val_loss: 0.0311572 | Time: 3150.31 ms [2020-12-06 14:27:53 main:574] : INFO : Epoch 562 | loss: 0.0310978 | val_loss: 0.0311512 | Time: 3166.72 ms [2020-12-06 14:27:57 main:574] : INFO : Epoch 563 | loss: 0.031102 | val_loss: 0.0311602 | Time: 3141.65 ms [2020-12-06 14:28:00 main:574] : INFO : Epoch 564 | loss: 0.0310986 | val_loss: 0.0311599 | Time: 3174.35 ms [2020-12-06 14:28:03 main:574] : INFO : Epoch 565 | loss: 0.0310995 | val_loss: 0.031156 | Time: 3197.9 ms [2020-12-06 14:28:06 main:574] : INFO : Epoch 566 | loss: 0.0310983 | val_loss: 0.0311592 | Time: 3163.37 ms [2020-12-06 14:28:09 main:574] : INFO : Epoch 567 | loss: 0.0310961 | val_loss: 0.0311637 | Time: 3163.64 ms [2020-12-06 14:28:13 main:574] : INFO : Epoch 568 | loss: 0.0310973 | val_loss: 0.0311584 | Time: 3149.36 ms [2020-12-06 14:28:16 main:574] : INFO : Epoch 569 | loss: 0.0310949 | val_loss: 0.0311599 | Time: 3170.12 ms [2020-12-06 14:28:19 main:574] : INFO : Epoch 570 | loss: 0.0310918 | val_loss: 0.0311611 | Time: 3149.52 ms [2020-12-06 14:28:22 main:574] : INFO : Epoch 571 | loss: 0.0310934 | val_loss: 0.0311582 | Time: 3151.7 ms [2020-12-06 14:28:25 main:574] : INFO : Epoch 572 | loss: 0.0310887 | val_loss: 0.0311695 | Time: 3167.14 ms [2020-12-06 14:28:28 main:574] : INFO : Epoch 573 | loss: 0.0310928 | val_loss: 0.0311652 | Time: 3161.84 ms [2020-12-06 14:28:32 main:574] : INFO : Epoch 574 | loss: 0.0310868 | val_loss: 0.0311671 | Time: 3165.91 ms [2020-12-06 14:28:35 main:574] : INFO : Epoch 575 | loss: 0.0310855 | val_loss: 0.0311626 | Time: 3167.09 ms [2020-12-06 14:28:38 main:574] : INFO : Epoch 576 | loss: 0.0310833 | val_loss: 0.0311667 | Time: 3188.42 ms [2020-12-06 14:28:41 main:574] : INFO : Epoch 577 | loss: 0.0310815 | val_loss: 0.0311673 | Time: 3187.06 ms [2020-12-06 14:28:44 main:574] : INFO : Epoch 578 | loss: 0.0310798 | val_loss: 0.0311646 | Time: 3200.02 ms [2020-12-06 14:28:48 main:574] : INFO : Epoch 579 | loss: 0.0310797 | val_loss: 0.0311756 | Time: 3195.99 ms [2020-12-06 14:28:51 main:574] : INFO : Epoch 580 | loss: 0.0310788 | val_loss: 0.0311758 | Time: 3172.36 ms [2020-12-06 14:28:54 main:574] : INFO : Epoch 581 | loss: 0.0310863 | val_loss: 0.0311692 | Time: 3165.19 ms [2020-12-06 14:28:57 main:574] : INFO : Epoch 582 | loss: 0.031085 | val_loss: 0.0311694 | Time: 3168.1 ms [2020-12-06 14:29:00 main:574] : INFO : Epoch 583 | loss: 0.0310812 | val_loss: 0.0311626 | Time: 3155.73 ms [2020-12-06 14:29:04 main:574] : INFO : Epoch 584 | loss: 0.0310859 | val_loss: 0.0311627 | Time: 3180.68 ms [2020-12-06 14:29:07 main:574] : INFO : Epoch 585 | loss: 0.0310846 | val_loss: 0.0311695 | Time: 3149.91 ms [2020-12-06 14:29:10 main:574] : INFO : Epoch 586 | loss: 0.0310868 | val_loss: 0.0311673 | Time: 3170.84 ms [2020-12-06 14:29:13 main:574] : INFO : Epoch 587 | loss: 0.031088 | val_loss: 0.0311773 | Time: 3172.76 ms [2020-12-06 14:29:16 main:574] : INFO : Epoch 588 | loss: 0.0310834 | val_loss: 0.031176 | Time: 3145.9 ms [2020-12-06 14:29:20 main:574] : INFO : Epoch 589 | loss: 0.0310785 | val_loss: 0.0311659 | Time: 3173.75 ms [2020-12-06 14:29:23 main:574] : INFO : Epoch 590 | loss: 0.0310792 | val_loss: 0.031178 | Time: 3169.75 ms [2020-12-06 14:29:26 main:574] : INFO : Epoch 591 | loss: 0.0310795 | val_loss: 0.0311664 | Time: 3184.88 ms [2020-12-06 14:29:29 main:574] : INFO : Epoch 592 | loss: 0.0310804 | val_loss: 0.0311781 | Time: 3165.52 ms [2020-12-06 14:29:32 main:574] : INFO : Epoch 593 | loss: 0.0310802 | val_loss: 0.031177 | Time: 3177.88 ms [2020-12-06 14:29:36 main:574] : INFO : Epoch 594 | loss: 0.0310797 | val_loss: 0.0311782 | Time: 3180.05 ms [2020-12-06 14:29:39 main:574] : INFO : Epoch 595 | loss: 0.0310817 | val_loss: 0.0311756 | Time: 3148.86 ms [2020-12-06 14:29:42 main:574] : INFO : Epoch 596 | loss: 0.0310799 | val_loss: 0.0311797 | Time: 3150.39 ms [2020-12-06 14:29:45 main:574] : INFO : Epoch 597 | loss: 0.0310798 | val_loss: 0.0311611 | Time: 3179.68 ms [2020-12-06 14:29:48 main:574] : INFO : Epoch 598 | loss: 0.0310809 | val_loss: 0.0311624 | Time: 3170.2 ms [2020-12-06 14:29:51 main:574] : INFO : Epoch 599 | loss: 0.03109 | val_loss: 0.031162 | Time: 3172.51 ms [2020-12-06 14:29:55 main:574] : INFO : Epoch 600 | loss: 0.031083 | val_loss: 0.0311593 | Time: 3169.82 ms [2020-12-06 14:29:58 main:574] : INFO : Epoch 601 | loss: 0.0310876 | val_loss: 0.0311639 | Time: 3168.4 ms [2020-12-06 14:30:01 main:574] : INFO : Epoch 602 | loss: 0.0311082 | val_loss: 0.0311616 | Time: 3186.83 ms [2020-12-06 14:30:04 main:574] : INFO : Epoch 603 | loss: 0.0311016 | val_loss: 0.0311675 | Time: 3175.93 ms [2020-12-06 14:30:07 main:574] : INFO : Epoch 604 | loss: 0.0310947 | val_loss: 0.0311628 | Time: 3181.31 ms [2020-12-06 14:30:11 main:574] : INFO : Epoch 605 | loss: 0.0310915 | val_loss: 0.0311683 | Time: 3193.51 ms [2020-12-06 14:30:14 main:574] : INFO : Epoch 606 | loss: 0.0310924 | val_loss: 0.0311753 | Time: 3170.44 ms [2020-12-06 14:30:17 main:574] : INFO : Epoch 607 | loss: 0.0310909 | val_loss: 0.0311694 | Time: 3187.74 ms [2020-12-06 14:30:20 main:574] : INFO : Epoch 608 | loss: 0.031089 | val_loss: 0.0311654 | Time: 3169.8 ms [2020-12-06 14:30:23 main:574] : INFO : Epoch 609 | loss: 0.0310858 | val_loss: 0.0311671 | Time: 3161.42 ms [2020-12-06 14:30:27 main:574] : INFO : Epoch 610 | loss: 0.0310922 | val_loss: 0.0311635 | Time: 3139.35 ms [2020-12-06 14:30:30 main:574] : INFO : Epoch 611 | loss: 0.0311032 | val_loss: 0.0311804 | Time: 3175.06 ms [2020-12-06 14:30:33 main:574] : INFO : Epoch 612 | loss: 0.0311224 | val_loss: 0.0311684 | Time: 3174.01 ms [2020-12-06 14:30:36 main:574] : INFO : Epoch 613 | loss: 0.0311181 | val_loss: 0.031157 | Time: 3165.9 ms [2020-12-06 14:30:39 main:574] : INFO : Epoch 614 | loss: 0.0311075 | val_loss: 0.0311589 | Time: 3183.3 ms [2020-12-06 14:30:43 main:574] : INFO : Epoch 615 | loss: 0.0310986 | val_loss: 0.0311638 | Time: 3180.81 ms [2020-12-06 14:30:46 main:574] : INFO : Epoch 616 | loss: 0.0310994 | val_loss: 0.0311646 | Time: 3140.86 ms [2020-12-06 14:30:49 main:574] : INFO : Epoch 617 | loss: 0.031099 | val_loss: 0.0311578 | Time: 3175.75 ms [2020-12-06 14:30:52 main:574] : INFO : Epoch 618 | loss: 0.0310938 | val_loss: 0.0311622 | Time: 3162.06 ms [2020-12-06 14:30:55 main:574] : INFO : Epoch 619 | loss: 0.0310932 | val_loss: 0.0311617 | Time: 3163.91 ms [2020-12-06 14:30:58 main:574] : INFO : Epoch 620 | loss: 0.031092 | val_loss: 0.0311744 | Time: 3186.55 ms [2020-12-06 14:31:02 main:574] : INFO : Epoch 621 | loss: 0.0310903 | val_loss: 0.0311652 | Time: 3182.45 ms [2020-12-06 14:31:05 main:574] : INFO : Epoch 622 | loss: 0.0310875 | val_loss: 0.0311667 | Time: 3174.34 ms [2020-12-06 14:31:08 main:574] : INFO : Epoch 623 | loss: 0.0310898 | val_loss: 0.0311697 | Time: 3159.24 ms [2020-12-06 14:31:11 main:574] : INFO : Epoch 624 | loss: 0.0310989 | val_loss: 0.031167 | Time: 3148.52 ms [2020-12-06 14:31:14 main:574] : INFO : Epoch 625 | loss: 0.0311153 | val_loss: 0.0311546 | Time: 3173.34 ms [2020-12-06 14:31:18 main:574] : INFO : Epoch 626 | loss: 0.0311079 | val_loss: 0.0311563 | Time: 3161.52 ms [2020-12-06 14:31:21 main:574] : INFO : Epoch 627 | loss: 0.0311018 | val_loss: 0.0311706 | Time: 3171.77 ms [2020-12-06 14:31:24 main:574] : INFO : Epoch 628 | loss: 0.0311104 | val_loss: 0.0311577 | Time: 3160.85 ms [2020-12-06 14:31:27 main:574] : INFO : Epoch 629 | loss: 0.0311146 | val_loss: 0.0311851 | Time: 3152.93 ms [2020-12-06 14:31:30 main:574] : INFO : Epoch 630 | loss: 0.0312072 | val_loss: 0.0349483 | Time: 3175.68 ms [2020-12-06 14:31:34 main:574] : INFO : Epoch 631 | loss: 0.0335268 | val_loss: 0.0317698 | Time: 3167.28 ms [2020-12-06 14:31:37 main:574] : INFO : Epoch 632 | loss: 0.0780702 | val_loss: 0.0393463 | Time: 3193.36 ms [2020-12-06 14:31:40 main:574] : INFO : Epoch 633 | loss: 0.0351232 | val_loss: 0.0319282 | Time: 3167.87 ms [2020-12-06 14:31:43 main:574] : INFO : Epoch 634 | loss: 0.0317077 | val_loss: 0.0314101 | Time: 3157.7 ms [2020-12-06 14:31:46 main:574] : INFO : Epoch 635 | loss: 0.0313394 | val_loss: 0.0312969 | Time: 3166.32 ms [2020-12-06 14:31:49 main:574] : INFO : Epoch 636 | loss: 0.0312825 | val_loss: 0.0312695 | Time: 3169.36 ms [2020-12-06 14:31:53 main:574] : INFO : Epoch 637 | loss: 0.0312663 | val_loss: 0.031264 | Time: 3154.58 ms [2020-12-06 14:31:56 main:574] : INFO : Epoch 638 | loss: 0.0312606 | val_loss: 0.0312606 | Time: 3168.44 ms [2020-12-06 14:31:59 main:574] : INFO : Epoch 639 | loss: 0.0312578 | val_loss: 0.0312578 | Time: 3172.31 ms [2020-12-06 14:32:02 main:574] : INFO : Epoch 640 | loss: 0.0312552 | val_loss: 0.0312554 | Time: 3166.76 ms [2020-12-06 14:32:05 main:574] : INFO : Epoch 641 | loss: 0.0312533 | val_loss: 0.0312539 | Time: 3180.52 ms [2020-12-06 14:32:09 main:574] : INFO : Epoch 642 | loss: 0.031252 | val_loss: 0.0312528 | Time: 3182.37 ms [2020-12-06 14:32:12 main:574] : INFO : Epoch 643 | loss: 0.031251 | val_loss: 0.0312513 | Time: 3164.11 ms [2020-12-06 14:32:15 main:574] : INFO : Epoch 644 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 3147.43 ms [2020-12-06 14:32:18 main:574] : INFO : Epoch 645 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 3150.9 ms [2020-12-06 14:32:21 main:574] : INFO : Epoch 646 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 3198.69 ms [2020-12-06 14:32:24 main:574] : INFO : Epoch 647 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 3139.9 ms [2020-12-06 14:32:28 main:574] : INFO : Epoch 648 | loss: 0.0312466 | val_loss: 0.0312468 | Time: 3175.14 ms [2020-12-06 14:32:31 main:574] : INFO : Epoch 649 | loss: 0.031246 | val_loss: 0.031246 | Time: 3161.68 ms [2020-12-06 14:32:34 main:574] : INFO : Epoch 650 | loss: 0.0312455 | val_loss: 0.0312454 | Time: 3198.58 ms [2020-12-06 14:32:37 main:574] : INFO : Epoch 651 | loss: 0.0312448 | val_loss: 0.0312449 | Time: 3176.82 ms [2020-12-06 14:32:40 main:574] : INFO : Epoch 652 | loss: 0.0312444 | val_loss: 0.0312449 | Time: 3156.82 ms [2020-12-06 14:32:44 main:574] : INFO : Epoch 653 | loss: 0.0312442 | val_loss: 0.0312448 | Time: 3170.96 ms [2020-12-06 14:32:47 main:574] : INFO : Epoch 654 | loss: 0.0312442 | val_loss: 0.0312442 | Time: 3173.01 ms [2020-12-06 14:32:50 main:574] : INFO : Epoch 655 | loss: 0.0312436 | val_loss: 0.0312437 | Time: 3161.34 ms [2020-12-06 14:32:53 main:574] : INFO : Epoch 656 | loss: 0.0312427 | val_loss: 0.0312424 | Time: 3158.61 ms [2020-12-06 14:32:56 main:574] : INFO : Epoch 657 | loss: 0.0312421 | val_loss: 0.0312421 | Time: 3157.55 ms [2020-12-06 14:33:00 main:574] : INFO : Epoch 658 | loss: 0.0312418 | val_loss: 0.0312419 | Time: 3159.84 ms [2020-12-06 14:33:03 main:574] : INFO : Epoch 659 | loss: 0.0312413 | val_loss: 0.0312411 | Time: 3157.71 ms [2020-12-06 14:33:06 main:574] : INFO : Epoch 660 | loss: 0.031241 | val_loss: 0.0312417 | Time: 3169.04 ms [2020-12-06 14:33:09 main:574] : INFO : Epoch 661 | loss: 0.0312407 | val_loss: 0.0312403 | Time: 3182.45 ms [2020-12-06 14:33:12 main:574] : INFO : Epoch 662 | loss: 0.0312402 | val_loss: 0.0312398 | Time: 3169.79 ms [2020-12-06 14:33:16 main:574] : INFO : Epoch 663 | loss: 0.0312399 | val_loss: 0.0312397 | Time: 3177.3 ms [2020-12-06 14:33:19 main:574] : INFO : Epoch 664 | loss: 0.0312394 | val_loss: 0.0312401 | Time: 3189.88 ms [2020-12-06 14:33:22 main:574] : INFO : Epoch 665 | loss: 0.0312399 | val_loss: 0.0312391 | Time: 3167.6 ms [2020-12-06 14:33:25 main:574] : INFO : Epoch 666 | loss: 0.0312394 | val_loss: 0.03124 | Time: 3148.16 ms [2020-12-06 14:33:28 main:574] : INFO : Epoch 667 | loss: 0.0312387 | val_loss: 0.0312387 | Time: 3143.29 ms [2020-12-06 14:33:31 main:574] : INFO : Epoch 668 | loss: 0.0312384 | val_loss: 0.0312383 | Time: 3165.67 ms [2020-12-06 14:33:35 main:574] : INFO : Epoch 669 | loss: 0.031238 | val_loss: 0.0312379 | Time: 3186.2 ms [2020-12-06 14:33:38 main:574] : INFO : Epoch 670 | loss: 0.0312375 | val_loss: 0.0312376 | Time: 3187.97 ms [2020-12-06 14:33:41 main:574] : INFO : Epoch 671 | loss: 0.0312375 | val_loss: 0.0312374 | Time: 3152.32 ms [2020-12-06 14:33:44 main:574] : INFO : Epoch 672 | loss: 0.0312369 | val_loss: 0.0312368 | Time: 3170.99 ms [2020-12-06 14:33:47 main:574] : INFO : Epoch 673 | loss: 0.0312364 | val_loss: 0.0312366 | Time: 3177.26 ms [2020-12-06 14:33:51 main:574] : INFO : Epoch 674 | loss: 0.0312365 | val_loss: 0.0312361 | Time: 3170.66 ms [2020-12-06 14:33:54 main:574] : INFO : Epoch 675 | loss: 0.0312362 | val_loss: 0.0312364 | Time: 3150.28 ms [2020-12-06 14:33:57 main:574] : INFO : Epoch 676 | loss: 0.0312358 | val_loss: 0.0312368 | Time: 3166.23 ms [2020-12-06 14:34:00 main:574] : INFO : Epoch 677 | loss: 0.0312361 | val_loss: 0.0312354 | Time: 3169.38 ms [2020-12-06 14:34:03 main:574] : INFO : Epoch 678 | loss: 0.0312349 | val_loss: 0.0312351 | Time: 3176.35 ms [2020-12-06 14:34:07 main:574] : INFO : Epoch 679 | loss: 0.0312348 | val_loss: 0.0312347 | Time: 3193.92 ms [2020-12-06 14:34:10 main:574] : INFO : Epoch 680 | loss: 0.0312344 | val_loss: 0.0312342 | Time: 3172.31 ms [2020-12-06 14:34:13 main:574] : INFO : Epoch 681 | loss: 0.0312339 | val_loss: 0.0312338 | Time: 3174.93 ms [2020-12-06 14:34:16 main:574] : INFO : Epoch 682 | loss: 0.0312338 | val_loss: 0.0312337 | Time: 3169.14 ms [2020-12-06 14:34:19 main:574] : INFO : Epoch 683 | loss: 0.0312338 | val_loss: 0.0312334 | Time: 3190.82 ms [2020-12-06 14:34:22 main:574] : INFO : Epoch 684 | loss: 0.0312329 | val_loss: 0.0312327 | Time: 3152.89 ms [2020-12-06 14:34:26 main:574] : INFO : Epoch 685 | loss: 0.0312324 | val_loss: 0.0312322 | Time: 3155.36 ms [2020-12-06 14:34:29 main:574] : INFO : Epoch 686 | loss: 0.0312324 | val_loss: 0.0312328 | Time: 3172.45 ms [2020-12-06 14:34:32 main:574] : INFO : Epoch 687 | loss: 0.0312317 | val_loss: 0.0312319 | Time: 3186.43 ms [2020-12-06 14:34:35 main:574] : INFO : Epoch 688 | loss: 0.0312312 | val_loss: 0.0312311 | Time: 3171.67 ms [2020-12-06 14:34:38 main:574] : INFO : Epoch 689 | loss: 0.0312307 | val_loss: 0.0312306 | Time: 3169.67 ms [2020-12-06 14:34:42 main:574] : INFO : Epoch 690 | loss: 0.0312304 | val_loss: 0.0312303 | Time: 3166.67 ms [2020-12-06 14:34:45 main:574] : INFO : Epoch 691 | loss: 0.0312303 | val_loss: 0.0312297 | Time: 3173.45 ms [2020-12-06 14:34:48 main:574] : INFO : Epoch 692 | loss: 0.0312293 | val_loss: 0.0312294 | Time: 3176.81 ms [2020-12-06 14:34:51 main:574] : INFO : Epoch 693 | loss: 0.0312294 | val_loss: 0.0312307 | Time: 3150.96 ms [2020-12-06 14:34:54 main:574] : INFO : Epoch 694 | loss: 0.031229 | val_loss: 0.0312294 | Time: 3140.22 ms [2020-12-06 14:34:58 main:574] : INFO : Epoch 695 | loss: 0.0312283 | val_loss: 0.031228 | Time: 3175.65 ms [2020-12-06 14:35:01 main:574] : INFO : Epoch 696 | loss: 0.0312276 | val_loss: 0.0312277 | Time: 3160.59 ms [2020-12-06 14:35:04 main:574] : INFO : Epoch 697 | loss: 0.0312273 | val_loss: 0.0312282 | Time: 3170.34 ms [2020-12-06 14:35:07 main:574] : INFO : Epoch 698 | loss: 0.0312269 | val_loss: 0.0312275 | Time: 3163.8 ms [2020-12-06 14:35:10 main:574] : INFO : Epoch 699 | loss: 0.0312264 | val_loss: 0.0312267 | Time: 3181.99 ms [2020-12-06 14:35:13 main:574] : INFO : Epoch 700 | loss: 0.031226 | val_loss: 0.0312268 | Time: 3157.25 ms [2020-12-06 14:35:17 main:574] : INFO : Epoch 701 | loss: 0.0312259 | val_loss: 0.0312274 | Time: 3154.76 ms [2020-12-06 14:35:20 main:574] : INFO : Epoch 702 | loss: 0.0312265 | val_loss: 0.0312276 | Time: 3170.46 ms [2020-12-06 14:35:23 main:574] : INFO : Epoch 703 | loss: 0.0312252 | val_loss: 0.0312286 | Time: 3172.8 ms [2020-12-06 14:35:26 main:574] : INFO : Epoch 704 | loss: 0.0312248 | val_loss: 0.0312237 | Time: 3175.23 ms [2020-12-06 14:35:29 main:574] : INFO : Epoch 705 | loss: 0.0312245 | val_loss: 0.0312234 | Time: 3175.35 ms [2020-12-06 14:35:33 main:574] : INFO : Epoch 706 | loss: 0.0312234 | val_loss: 0.0312226 | Time: 3164.17 ms [2020-12-06 14:35:36 main:574] : INFO : Epoch 707 | loss: 0.0312226 | val_loss: 0.0312223 | Time: 3188.34 ms [2020-12-06 14:35:39 main:574] : INFO : Epoch 708 | loss: 0.0312226 | val_loss: 0.0312233 | Time: 3162.39 ms [2020-12-06 14:35:42 main:574] : INFO : Epoch 709 | loss: 0.0312221 | val_loss: 0.0312218 | Time: 3174.05 ms [2020-12-06 14:35:45 main:574] : INFO : Epoch 710 | loss: 0.0312214 | val_loss: 0.031221 | Time: 3170.2 ms [2020-12-06 14:35:49 main:574] : INFO : Epoch 711 | loss: 0.0312209 | val_loss: 0.031221 | Time: 3148.92 ms [2020-12-06 14:35:52 main:574] : INFO : Epoch 712 | loss: 0.0312206 | val_loss: 0.0312201 | Time: 3188.45 ms [2020-12-06 14:35:55 main:574] : INFO : Epoch 713 | loss: 0.0312198 | val_loss: 0.0312203 | Time: 3143.52 ms [2020-12-06 14:35:58 main:574] : INFO : Epoch 714 | loss: 0.0312195 | val_loss: 0.0312203 | Time: 3160.8 ms [2020-12-06 14:36:01 main:574] : INFO : Epoch 715 | loss: 0.0312196 | val_loss: 0.0312192 | Time: 3174.63 ms [2020-12-06 14:36:04 main:574] : INFO : Epoch 716 | loss: 0.0312191 | val_loss: 0.0312187 | Time: 3168.17 ms [2020-12-06 14:36:08 main:574] : INFO : Epoch 717 | loss: 0.0312177 | val_loss: 0.0312168 | Time: 3151.63 ms [2020-12-06 14:36:11 main:574] : INFO : Epoch 718 | loss: 0.031217 | val_loss: 0.031217 | Time: 3166.82 ms [2020-12-06 14:36:14 main:574] : INFO : Epoch 719 | loss: 0.0312155 | val_loss: 0.0312146 | Time: 3181.19 ms [2020-12-06 14:36:17 main:574] : INFO : Epoch 720 | loss: 0.0312142 | val_loss: 0.0312146 | Time: 3149.23 ms [2020-12-06 14:36:20 main:574] : INFO : Epoch 721 | loss: 0.0312138 | val_loss: 0.0312143 | Time: 3163.04 ms [2020-12-06 14:36:24 main:574] : INFO : Epoch 722 | loss: 0.0312128 | val_loss: 0.0312136 | Time: 3144.29 ms [2020-12-06 14:36:27 main:574] : INFO : Epoch 723 | loss: 0.0312136 | val_loss: 0.031213 | Time: 3164.69 ms [2020-12-06 14:36:30 main:574] : INFO : Epoch 724 | loss: 0.0312122 | val_loss: 0.031212 | Time: 3162.89 ms [2020-12-06 14:36:33 main:574] : INFO : Epoch 725 | loss: 0.0312114 | val_loss: 0.0312111 | Time: 3180.87 ms [2020-12-06 14:36:36 main:574] : INFO : Epoch 726 | loss: 0.0312104 | val_loss: 0.0312105 | Time: 3170.61 ms [2020-12-06 14:36:39 main:574] : INFO : Epoch 727 | loss: 0.0312102 | val_loss: 0.0312102 | Time: 3177.7 ms [2020-12-06 14:36:43 main:574] : INFO : Epoch 728 | loss: 0.0312112 | val_loss: 0.0312106 | Time: 3170.88 ms [2020-12-06 14:36:46 main:574] : INFO : Epoch 729 | loss: 0.0312104 | val_loss: 0.0312096 | Time: 3160.19 ms [2020-12-06 14:36:49 main:574] : INFO : Epoch 730 | loss: 0.0312101 | val_loss: 0.0312125 | Time: 3156.9 ms [2020-12-06 14:36:52 main:574] : INFO : Epoch 731 | loss: 0.0312092 | val_loss: 0.0312099 | Time: 3160.01 ms [2020-12-06 14:36:55 main:574] : INFO : Epoch 732 | loss: 0.0312084 | val_loss: 0.0312102 | Time: 3168.74 ms [2020-12-06 14:36:59 main:574] : INFO : Epoch 733 | loss: 0.031208 | val_loss: 0.0312102 | Time: 3185 ms [2020-12-06 14:37:02 main:574] : INFO : Epoch 734 | loss: 0.0312074 | val_loss: 0.0312105 | Time: 3160.8 ms [2020-12-06 14:37:05 main:574] : INFO : Epoch 735 | loss: 0.0312079 | val_loss: 0.0312098 | Time: 3165.68 ms [2020-12-06 14:37:08 main:574] : INFO : Epoch 736 | loss: 0.0312088 | val_loss: 0.03121 | Time: 3159.3 ms [2020-12-06 14:37:11 main:574] : INFO : Epoch 737 | loss: 0.0312073 | val_loss: 0.0312077 | Time: 3186.46 ms [2020-12-06 14:37:15 main:574] : INFO : Epoch 738 | loss: 0.0312077 | val_loss: 0.0312085 | Time: 3171.95 ms [2020-12-06 14:37:18 main:574] : INFO : Epoch 739 | loss: 0.0312057 | val_loss: 0.0312083 | Time: 3175.11 ms [2020-12-06 14:37:21 main:574] : INFO : Epoch 740 | loss: 0.0312053 | val_loss: 0.0312068 | Time: 3249.81 ms [2020-12-06 14:37:24 main:574] : INFO : Epoch 741 | loss: 0.0312042 | val_loss: 0.0312068 | Time: 3194.08 ms [2020-12-06 14:37:27 main:574] : INFO : Epoch 742 | loss: 0.0312047 | val_loss: 0.031207 | Time: 3165.82 ms [2020-12-06 14:37:31 main:574] : INFO : Epoch 743 | loss: 0.0312047 | val_loss: 0.0312071 | Time: 3179.66 ms [2020-12-06 14:37:34 main:574] : INFO : Epoch 744 | loss: 0.0312045 | val_loss: 0.0312063 | Time: 3151.5 ms [2020-12-06 14:37:37 main:574] : INFO : Epoch 745 | loss: 0.0312027 | val_loss: 0.0312094 | Time: 3163.27 ms [2020-12-06 14:37:40 main:574] : INFO : Epoch 746 | loss: 0.0312026 | val_loss: 0.0312071 | Time: 3164.95 ms [2020-12-06 14:37:43 main:574] : INFO : Epoch 747 | loss: 0.0312025 | val_loss: 0.0312041 | Time: 3178.41 ms [2020-12-06 14:37:47 main:574] : INFO : Epoch 748 | loss: 0.0312021 | val_loss: 0.0312045 | Time: 3196.24 ms [2020-12-06 14:37:50 main:574] : INFO : Epoch 749 | loss: 0.0312023 | val_loss: 0.0312045 | Time: 3166.13 ms [2020-12-06 14:37:53 main:574] : INFO : Epoch 750 | loss: 0.0312008 | val_loss: 0.0312046 | Time: 3138.75 ms [2020-12-06 14:37:56 main:574] : INFO : Epoch 751 | loss: 0.0312017 | val_loss: 0.0312038 | Time: 3158.14 ms [2020-12-06 14:37:59 main:574] : INFO : Epoch 752 | loss: 0.0312008 | val_loss: 0.0312025 | Time: 3165.38 ms [2020-12-06 14:38:02 main:574] : INFO : Epoch 753 | loss: 0.0311999 | val_loss: 0.0312025 | Time: 3175.26 ms [2020-12-06 14:38:06 main:574] : INFO : Epoch 754 | loss: 0.0311992 | val_loss: 0.0312014 | Time: 3159.56 ms [2020-12-06 14:38:09 main:574] : INFO : Epoch 755 | loss: 0.031199 | val_loss: 0.0312037 | Time: 3152.42 ms [2020-12-06 14:38:12 main:574] : INFO : Epoch 756 | loss: 0.0311996 | val_loss: 0.0312064 | Time: 3154.84 ms [2020-12-06 14:38:15 main:574] : INFO : Epoch 757 | loss: 0.0312019 | val_loss: 0.0312055 | Time: 3162.48 ms [2020-12-06 14:38:18 main:574] : INFO : Epoch 758 | loss: 0.0312055 | val_loss: 0.0312023 | Time: 3158.22 ms [2020-12-06 14:38:22 main:574] : INFO : Epoch 759 | loss: 0.0312013 | val_loss: 0.031208 | Time: 3163.62 ms [2020-12-06 14:38:25 main:574] : INFO : Epoch 760 | loss: 0.0311996 | val_loss: 0.0312022 | Time: 3163.18 ms [2020-12-06 14:38:28 main:574] : INFO : Epoch 761 | loss: 0.0311974 | val_loss: 0.0312031 | Time: 3171.14 ms [2020-12-06 14:38:31 main:574] : INFO : Epoch 762 | loss: 0.0311974 | val_loss: 0.0312026 | Time: 3158.65 ms [2020-12-06 14:38:34 main:574] : INFO : Epoch 763 | loss: 0.0311971 | val_loss: 0.0312038 | Time: 3161.8 ms [2020-12-06 14:38:37 main:574] : INFO : Epoch 764 | loss: 0.0311973 | val_loss: 0.0312025 | Time: 3156.66 ms [2020-12-06 14:38:41 main:574] : INFO : Epoch 765 | loss: 0.0311966 | val_loss: 0.0312038 | Time: 3167.61 ms [2020-12-06 14:38:44 main:574] : INFO : Epoch 766 | loss: 0.0311971 | val_loss: 0.0312059 | Time: 3159.51 ms [2020-12-06 14:38:47 main:574] : INFO : Epoch 767 | loss: 0.0311958 | val_loss: 0.0312028 | Time: 3149.46 ms [2020-12-06 14:38:50 main:574] : INFO : Epoch 768 | loss: 0.031196 | val_loss: 0.0312044 | Time: 3155.36 ms [2020-12-06 14:38:53 main:574] : INFO : Epoch 769 | loss: 0.031196 | val_loss: 0.0312021 | Time: 3167.21 ms [2020-12-06 14:38:57 main:574] : INFO : Epoch 770 | loss: 0.0311951 | val_loss: 0.0312036 | Time: 3153.27 ms [2020-12-06 14:39:00 main:574] : INFO : Epoch 771 | loss: 0.031195 | val_loss: 0.0312018 | Time: 3168.1 ms [2020-12-06 14:39:03 main:574] : INFO : Epoch 772 | loss: 0.0311954 | val_loss: 0.0312019 | Time: 3170.67 ms [2020-12-06 14:39:06 main:574] : INFO : Epoch 773 | loss: 0.0311961 | val_loss: 0.0312016 | Time: 3167.93 ms [2020-12-06 14:39:09 main:574] : INFO : Epoch 774 | loss: 0.0311965 | val_loss: 0.0312061 | Time: 3160.2 ms [2020-12-06 14:39:12 main:574] : INFO : Epoch 775 | loss: 0.0311976 | val_loss: 0.0312006 | Time: 3170.53 ms [2020-12-06 14:39:16 main:574] : INFO : Epoch 776 | loss: 0.0311952 | val_loss: 0.0311992 | Time: 3183.48 ms [2020-12-06 14:39:19 main:574] : INFO : Epoch 777 | loss: 0.0311944 | val_loss: 0.0312002 | Time: 3162.46 ms [2020-12-06 14:39:22 main:574] : INFO : Epoch 778 | loss: 0.0311947 | val_loss: 0.0312003 | Time: 3173.11 ms [2020-12-06 14:39:25 main:574] : INFO : Epoch 779 | loss: 0.0311941 | val_loss: 0.0311988 | Time: 3168.72 ms [2020-12-06 14:39:28 main:574] : INFO : Epoch 780 | loss: 0.0311948 | val_loss: 0.0311973 | Time: 3166.65 ms [2020-12-06 14:39:32 main:574] : INFO : Epoch 781 | loss: 0.0311945 | val_loss: 0.0311991 | Time: 3171.07 ms [2020-12-06 14:39:35 main:574] : INFO : Epoch 782 | loss: 0.0311943 | val_loss: 0.0312013 | Time: 3168.4 ms [2020-12-06 14:39:38 main:574] : INFO : Epoch 783 | loss: 0.0311939 | val_loss: 0.0311996 | Time: 3142.1 ms [2020-12-06 14:39:41 main:574] : INFO : Epoch 784 | loss: 0.0311942 | val_loss: 0.0311993 | Time: 3154.57 ms [2020-12-06 14:39:44 main:574] : INFO : Epoch 785 | loss: 0.0311966 | val_loss: 0.0312046 | Time: 3149.23 ms [2020-12-06 14:39:47 main:574] : INFO : Epoch 786 | loss: 0.0311946 | val_loss: 0.0312012 | Time: 3158.75 ms [2020-12-06 14:39:51 main:574] : INFO : Epoch 787 | loss: 0.0311954 | val_loss: 0.0311997 | Time: 3149.31 ms [2020-12-06 14:39:54 main:574] : INFO : Epoch 788 | loss: 0.0311936 | val_loss: 0.0311978 | Time: 3162.02 ms [2020-12-06 14:39:57 main:574] : INFO : Epoch 789 | loss: 0.0311918 | val_loss: 0.0311996 | Time: 3168.84 ms [2020-12-06 14:40:00 main:574] : INFO : Epoch 790 | loss: 0.0311925 | val_loss: 0.0312 | Time: 3168.69 ms [2020-12-06 14:40:03 main:574] : INFO : Epoch 791 | loss: 0.0311927 | val_loss: 0.0311971 | Time: 3153.34 ms [2020-12-06 14:40:07 main:574] : INFO : Epoch 792 | loss: 0.0311953 | val_loss: 0.0311989 | Time: 3160.24 ms [2020-12-06 14:40:10 main:574] : INFO : Epoch 793 | loss: 0.0311953 | val_loss: 0.0312002 | Time: 3168.98 ms [2020-12-06 14:40:13 main:574] : INFO : Epoch 794 | loss: 0.0311946 | val_loss: 0.0312009 | Time: 3172.65 ms [2020-12-06 14:40:16 main:574] : INFO : Epoch 795 | loss: 0.0311942 | val_loss: 0.0311994 | Time: 3171.92 ms [2020-12-06 14:40:19 main:574] : INFO : Epoch 796 | loss: 0.0311931 | val_loss: 0.0312003 | Time: 3163.74 ms [2020-12-06 14:40:22 main:574] : INFO : Epoch 797 | loss: 0.0311924 | val_loss: 0.0311962 | Time: 3162.58 ms [2020-12-06 14:40:26 main:574] : INFO : Epoch 798 | loss: 0.0311918 | val_loss: 0.0311962 | Time: 3174.81 ms [2020-12-06 14:40:29 main:574] : INFO : Epoch 799 | loss: 0.0311921 | val_loss: 0.0311977 | Time: 3168.44 ms [2020-12-06 14:40:32 main:574] : INFO : Epoch 800 | loss: 0.031191 | val_loss: 0.0311975 | Time: 3161.98 ms [2020-12-06 14:40:35 main:574] : INFO : Epoch 801 | loss: 0.0311914 | val_loss: 0.0311972 | Time: 3152.58 ms [2020-12-06 14:40:38 main:574] : INFO : Epoch 802 | loss: 0.0311914 | val_loss: 0.0311978 | Time: 3176.33 ms [2020-12-06 14:40:42 main:574] : INFO : Epoch 803 | loss: 0.0311953 | val_loss: 0.0311988 | Time: 3187.4 ms [2020-12-06 14:40:45 main:574] : INFO : Epoch 804 | loss: 0.0311915 | val_loss: 0.031202 | Time: 3172.84 ms [2020-12-06 14:40:48 main:574] : INFO : Epoch 805 | loss: 0.0311913 | val_loss: 0.0311954 | Time: 3174.74 ms [2020-12-06 14:40:51 main:574] : INFO : Epoch 806 | loss: 0.03119 | val_loss: 0.0311934 | Time: 3147.52 ms [2020-12-06 14:40:54 main:574] : INFO : Epoch 807 | loss: 0.03119 | val_loss: 0.0311955 | Time: 3178.46 ms [2020-12-06 14:40:58 main:574] : INFO : Epoch 808 | loss: 0.0311908 | val_loss: 0.0311953 | Time: 3174.13 ms [2020-12-06 14:41:01 main:574] : INFO : Epoch 809 | loss: 0.0311934 | val_loss: 0.0311947 | Time: 3178.01 ms [2020-12-06 14:41:04 main:574] : INFO : Epoch 810 | loss: 0.0311909 | val_loss: 0.0311947 | Time: 3157.66 ms [2020-12-06 14:41:07 main:574] : INFO : Epoch 811 | loss: 0.0311889 | val_loss: 0.0311958 | Time: 3170.22 ms [2020-12-06 14:41:10 main:574] : INFO : Epoch 812 | loss: 0.0311907 | val_loss: 0.0311936 | Time: 3149.74 ms [2020-12-06 14:41:13 main:574] : INFO : Epoch 813 | loss: 0.0311908 | val_loss: 0.0311979 | Time: 3160.36 ms [2020-12-06 14:41:17 main:574] : INFO : Epoch 814 | loss: 0.0311944 | val_loss: 0.0311912 | Time: 3175.56 ms [2020-12-06 14:41:20 main:574] : INFO : Epoch 815 | loss: 0.0311983 | val_loss: 0.0311979 | Time: 3191.79 ms [2020-12-06 14:41:23 main:574] : INFO : Epoch 816 | loss: 0.0312013 | val_loss: 0.0311951 | Time: 3155.75 ms [2020-12-06 14:41:26 main:574] : INFO : Epoch 817 | loss: 0.0311953 | val_loss: 0.0311932 | Time: 3171.58 ms [2020-12-06 14:41:29 main:574] : INFO : Epoch 818 | loss: 0.0311946 | val_loss: 0.0311913 | Time: 3169.98 ms [2020-12-06 14:41:33 main:574] : INFO : Epoch 819 | loss: 0.0311932 | val_loss: 0.0311969 | Time: 3157.28 ms [2020-12-06 14:41:36 main:574] : INFO : Epoch 820 | loss: 0.0311973 | val_loss: 0.0311948 | Time: 3165.45 ms [2020-12-06 14:41:39 main:574] : INFO : Epoch 821 | loss: 0.0311927 | val_loss: 0.0311959 | Time: 3162.7 ms [2020-12-06 14:41:42 main:574] : INFO : Epoch 822 | loss: 0.031192 | val_loss: 0.0311912 | Time: 3166.81 ms [2020-12-06 14:41:45 main:574] : INFO : Epoch 823 | loss: 0.0311898 | val_loss: 0.0311897 | Time: 3141.91 ms [2020-12-06 14:41:49 main:574] : INFO : Epoch 824 | loss: 0.0311918 | val_loss: 0.0311974 | Time: 3165.69 ms [2020-12-06 14:41:52 main:574] : INFO : Epoch 825 | loss: 0.0311915 | val_loss: 0.0311896 | Time: 3155.25 ms [2020-12-06 14:41:55 main:574] : INFO : Epoch 826 | loss: 0.0311912 | val_loss: 0.0311895 | Time: 3161.76 ms [2020-12-06 14:41:58 main:574] : INFO : Epoch 827 | loss: 0.0311891 | val_loss: 0.0311901 | Time: 3158.45 ms [2020-12-06 14:42:01 main:574] : INFO : Epoch 828 | loss: 0.031189 | val_loss: 0.0311922 | Time: 3174.75 ms [2020-12-06 14:42:04 main:574] : INFO : Epoch 829 | loss: 0.0311894 | val_loss: 0.0311894 | Time: 3160.2 ms [2020-12-06 14:42:08 main:574] : INFO : Epoch 830 | loss: 0.0311885 | val_loss: 0.0311932 | Time: 3152.74 ms [2020-12-06 14:42:11 main:574] : INFO : Epoch 831 | loss: 0.0311918 | val_loss: 0.0311874 | Time: 3177.83 ms [2020-12-06 14:42:14 main:574] : INFO : Epoch 832 | loss: 0.0311912 | val_loss: 0.0312043 | Time: 3168.73 ms [2020-12-06 14:42:17 main:574] : INFO : Epoch 833 | loss: 0.0311965 | val_loss: 0.0311934 | Time: 3156.01 ms [2020-12-06 14:42:20 main:574] : INFO : Epoch 834 | loss: 0.0311906 | val_loss: 0.0311908 | Time: 3134.32 ms [2020-12-06 14:42:24 main:574] : INFO : Epoch 835 | loss: 0.0311887 | val_loss: 0.0311862 | Time: 3174.63 ms [2020-12-06 14:42:27 main:574] : INFO : Epoch 836 | loss: 0.0311906 | val_loss: 0.0312049 | Time: 3167.14 ms [2020-12-06 14:42:30 main:574] : INFO : Epoch 837 | loss: 0.0311967 | val_loss: 0.0312144 | Time: 3170.65 ms [2020-12-06 14:42:33 main:574] : INFO : Epoch 838 | loss: 0.0311923 | val_loss: 0.0311897 | Time: 3190.93 ms [2020-12-06 14:42:36 main:574] : INFO : Epoch 839 | loss: 0.0311842 | val_loss: 0.0311897 | Time: 3171 ms [2020-12-06 14:42:39 main:574] : INFO : Epoch 840 | loss: 0.0311855 | val_loss: 0.031189 | Time: 3165.2 ms [2020-12-06 14:42:43 main:574] : INFO : Epoch 841 | loss: 0.0311853 | val_loss: 0.0311892 | Time: 3145.61 ms [2020-12-06 14:42:46 main:574] : INFO : Epoch 842 | loss: 0.0311877 | val_loss: 0.0311905 | Time: 3163.42 ms [2020-12-06 14:42:49 main:574] : INFO : Epoch 843 | loss: 0.0311864 | val_loss: 0.0311918 | Time: 3178.89 ms [2020-12-06 14:42:52 main:574] : INFO : Epoch 844 | loss: 0.0311844 | val_loss: 0.0311873 | Time: 3176.19 ms [2020-12-06 14:42:55 main:574] : INFO : Epoch 845 | loss: 0.0311837 | val_loss: 0.0311878 | Time: 3166.4 ms [2020-12-06 14:42:59 main:574] : INFO : Epoch 846 | loss: 0.0311855 | val_loss: 0.0311891 | Time: 3168.76 ms [2020-12-06 14:43:02 main:574] : INFO : Epoch 847 | loss: 0.0311856 | val_loss: 0.0311911 | Time: 3157.6 ms [2020-12-06 14:43:05 main:574] : INFO : Epoch 848 | loss: 0.031186 | val_loss: 0.0311881 | Time: 3157.6 ms [2020-12-06 14:43:08 main:574] : INFO : Epoch 849 | loss: 0.0311832 | val_loss: 0.0311891 | Time: 3192.84 ms [2020-12-06 14:43:11 main:574] : INFO : Epoch 850 | loss: 0.0311823 | val_loss: 0.0311916 | Time: 3161.02 ms [2020-12-06 14:43:15 main:574] : INFO : Epoch 851 | loss: 0.0311814 | val_loss: 0.0311867 | Time: 3166.54 ms [2020-12-06 14:43:18 main:574] : INFO : Epoch 852 | loss: 0.0311822 | val_loss: 0.0311876 | Time: 3174.61 ms [2020-12-06 14:43:21 main:574] : INFO : Epoch 853 | loss: 0.0311869 | val_loss: 0.031188 | Time: 3152.99 ms [2020-12-06 14:43:24 main:574] : INFO : Epoch 854 | loss: 0.0311903 | val_loss: 0.0311875 | Time: 3174.5 ms [2020-12-06 14:43:27 main:574] : INFO : Epoch 855 | loss: 0.0311873 | val_loss: 0.031191 | Time: 3150.47 ms [2020-12-06 14:43:30 main:574] : INFO : Epoch 856 | loss: 0.0311871 | val_loss: 0.0311881 | Time: 3172.29 ms [2020-12-06 14:43:34 main:574] : INFO : Epoch 857 | loss: 0.0311865 | val_loss: 0.0311871 | Time: 3170.47 ms [2020-12-06 14:43:37 main:574] : INFO : Epoch 858 | loss: 0.0311863 | val_loss: 0.0311884 | Time: 3168.63 ms [2020-12-06 14:43:40 main:574] : INFO : Epoch 859 | loss: 0.0311882 | val_loss: 0.0311884 | Time: 3156.76 ms [2020-12-06 14:43:43 main:574] : INFO : Epoch 860 | loss: 0.0311886 | val_loss: 0.0311947 | Time: 3172.15 ms [2020-12-06 14:43:46 main:574] : INFO : Epoch 861 | loss: 0.0311861 | val_loss: 0.0311872 | Time: 3160.9 ms [2020-12-06 14:43:50 main:574] : INFO : Epoch 862 | loss: 0.0311838 | val_loss: 0.0311857 | Time: 3164.8 ms [2020-12-06 14:43:53 main:574] : INFO : Epoch 863 | loss: 0.0311879 | val_loss: 0.0311987 | Time: 3170.24 ms [2020-12-06 14:43:56 main:574] : INFO : Epoch 864 | loss: 0.031187 | val_loss: 0.0311823 | Time: 3171.18 ms [2020-12-06 14:43:59 main:574] : INFO : Epoch 865 | loss: 0.0311837 | val_loss: 0.0311839 | Time: 3168.02 ms [2020-12-06 14:44:02 main:574] : INFO : Epoch 866 | loss: 0.0311835 | val_loss: 0.0311843 | Time: 3166.65 ms [2020-12-06 14:44:06 main:574] : INFO : Epoch 867 | loss: 0.0311862 | val_loss: 0.0312016 | Time: 3178.63 ms [2020-12-06 14:44:09 main:574] : INFO : Epoch 868 | loss: 0.0311903 | val_loss: 0.0311867 | Time: 3179.36 ms [2020-12-06 14:44:12 main:574] : INFO : Epoch 869 | loss: 0.0311843 | val_loss: 0.0311858 | Time: 3147.12 ms [2020-12-06 14:44:15 main:574] : INFO : Epoch 870 | loss: 0.0311846 | val_loss: 0.0311869 | Time: 3160.79 ms [2020-12-06 14:44:18 main:574] : INFO : Epoch 871 | loss: 0.0311787 | val_loss: 0.0311803 | Time: 3158.42 ms [2020-12-06 14:44:21 main:574] : INFO : Epoch 872 | loss: 0.0311783 | val_loss: 0.0311869 | Time: 3162.55 ms [2020-12-06 14:44:25 main:574] : INFO : Epoch 873 | loss: 0.0311787 | val_loss: 0.0311815 | Time: 3161.06 ms [2020-12-06 14:44:28 main:574] : INFO : Epoch 874 | loss: 0.0311832 | val_loss: 0.0311816 | Time: 3165.2 ms [2020-12-06 14:44:31 main:574] : INFO : Epoch 875 | loss: 0.031179 | val_loss: 0.0311814 | Time: 3163.69 ms [2020-12-06 14:44:34 main:574] : INFO : Epoch 876 | loss: 0.0311847 | val_loss: 0.0311818 | Time: 3156.92 ms [2020-12-06 14:44:37 main:574] : INFO : Epoch 877 | loss: 0.0311828 | val_loss: 0.0311871 | Time: 3143.52 ms [2020-12-06 14:44:41 main:574] : INFO : Epoch 878 | loss: 0.0311828 | val_loss: 0.0311818 | Time: 3156.15 ms [2020-12-06 14:44:44 main:574] : INFO : Epoch 879 | loss: 0.031181 | val_loss: 0.0311808 | Time: 3166.19 ms [2020-12-06 14:44:47 main:574] : INFO : Epoch 880 | loss: 0.0311756 | val_loss: 0.0311812 | Time: 3184.07 ms [2020-12-06 14:44:50 main:574] : INFO : Epoch 881 | loss: 0.0311812 | val_loss: 0.0311898 | Time: 3171.88 ms [2020-12-06 14:44:53 main:574] : INFO : Epoch 882 | loss: 0.0311787 | val_loss: 0.0311848 | Time: 3161.69 ms [2020-12-06 14:44:56 main:574] : INFO : Epoch 883 | loss: 0.0311799 | val_loss: 0.0311825 | Time: 3164.25 ms [2020-12-06 14:45:00 main:574] : INFO : Epoch 884 | loss: 0.0311821 | val_loss: 0.0311832 | Time: 3166.78 ms [2020-12-06 14:45:03 main:574] : INFO : Epoch 885 | loss: 0.031182 | val_loss: 0.0311808 | Time: 3150.94 ms [2020-12-06 14:45:06 main:574] : INFO : Epoch 886 | loss: 0.0311796 | val_loss: 0.0311809 | Time: 3167.06 ms [2020-12-06 14:45:09 main:574] : INFO : Epoch 887 | loss: 0.0311814 | val_loss: 0.0311788 | Time: 3154.37 ms [2020-12-06 14:45:12 main:574] : INFO : Epoch 888 | loss: 0.031175 | val_loss: 0.0311862 | Time: 3153.97 ms [2020-12-06 14:45:16 main:574] : INFO : Epoch 889 | loss: 0.031176 | val_loss: 0.0311766 | Time: 3160.88 ms [2020-12-06 14:45:19 main:574] : INFO : Epoch 890 | loss: 0.0311781 | val_loss: 0.0311814 | Time: 3183.79 ms [2020-12-06 14:45:22 main:574] : INFO : Epoch 891 | loss: 0.0311797 | val_loss: 0.0311827 | Time: 3165.84 ms [2020-12-06 14:45:25 main:574] : INFO : Epoch 892 | loss: 0.031181 | val_loss: 0.0311831 | Time: 3156.72 ms [2020-12-06 14:45:28 main:574] : INFO : Epoch 893 | loss: 0.0311779 | val_loss: 0.0311826 | Time: 3168.32 ms [2020-12-06 14:45:31 main:574] : INFO : Epoch 894 | loss: 0.0311827 | val_loss: 0.0311834 | Time: 3184.6 ms [2020-12-06 14:45:35 main:574] : INFO : Epoch 895 | loss: 0.031179 | val_loss: 0.0311829 | Time: 3150.86 ms [2020-12-06 14:45:38 main:574] : INFO : Epoch 896 | loss: 0.0311764 | val_loss: 0.0311803 | Time: 3166.99 ms [2020-12-06 14:45:41 main:574] : INFO : Epoch 897 | loss: 0.0311814 | val_loss: 0.0311864 | Time: 3174 ms [2020-12-06 14:45:44 main:574] : INFO : Epoch 898 | loss: 0.031182 | val_loss: 0.0311837 | Time: 3187.66 ms [2020-12-06 14:45:47 main:574] : INFO : Epoch 899 | loss: 0.0311778 | val_loss: 0.0311774 | Time: 3158.63 ms [2020-12-06 14:45:51 main:574] : INFO : Epoch 900 | loss: 0.0311765 | val_loss: 0.0311777 | Time: 3149.1 ms [2020-12-06 14:45:54 main:574] : INFO : Epoch 901 | loss: 0.0311838 | val_loss: 0.0311784 | Time: 3180.39 ms [2020-12-06 14:45:57 main:574] : INFO : Epoch 902 | loss: 0.0311822 | val_loss: 0.0311833 | Time: 3159.03 ms [2020-12-06 14:46:00 main:574] : INFO : Epoch 903 | loss: 0.0311806 | val_loss: 0.0311766 | Time: 3155.23 ms [2020-12-06 14:46:03 main:574] : INFO : Epoch 904 | loss: 0.0311793 | val_loss: 0.0311811 | Time: 3161.9 ms [2020-12-06 14:46:07 main:574] : INFO : Epoch 905 | loss: 0.0311817 | val_loss: 0.0311784 | Time: 3185.33 ms [2020-12-06 14:46:10 main:574] : INFO : Epoch 906 | loss: 0.0311797 | val_loss: 0.0311819 | Time: 3183.5 ms [2020-12-06 14:46:13 main:574] : INFO : Epoch 907 | loss: 0.0311824 | val_loss: 0.031187 | Time: 3159.77 ms [2020-12-06 14:46:16 main:574] : INFO : Epoch 908 | loss: 0.0311791 | val_loss: 0.0311789 | Time: 3181.06 ms [2020-12-06 14:46:19 main:574] : INFO : Epoch 909 | loss: 0.0311755 | val_loss: 0.0311891 | Time: 3164.48 ms [2020-12-06 14:46:23 main:574] : INFO : Epoch 910 | loss: 0.0311792 | val_loss: 0.0311785 | Time: 3179.78 ms [2020-12-06 14:46:26 main:574] : INFO : Epoch 911 | loss: 0.0311811 | val_loss: 0.0311771 | Time: 3160.74 ms [2020-12-06 14:46:29 main:574] : INFO : Epoch 912 | loss: 0.0311838 | val_loss: 0.0311747 | Time: 3152.6 ms [2020-12-06 14:46:32 main:574] : INFO : Epoch 913 | loss: 0.0311787 | val_loss: 0.0311836 | Time: 3143.96 ms [2020-12-06 14:46:35 main:574] : INFO : Epoch 914 | loss: 0.031179 | val_loss: 0.0311739 | Time: 3165.81 ms [2020-12-06 14:46:38 main:574] : INFO : Epoch 915 | loss: 0.0311753 | val_loss: 0.0311736 | Time: 3162.09 ms [2020-12-06 14:46:42 main:574] : INFO : Epoch 916 | loss: 0.0311739 | val_loss: 0.0311723 | Time: 3149.13 ms [2020-12-06 14:46:45 main:574] : INFO : Epoch 917 | loss: 0.0311813 | val_loss: 0.0311954 | Time: 3154.83 ms [2020-12-06 14:46:48 main:574] : INFO : Epoch 918 | loss: 0.0311802 | val_loss: 0.0311767 | Time: 3151.05 ms [2020-12-06 14:46:51 main:574] : INFO : Epoch 919 | loss: 0.0311786 | val_loss: 0.0311785 | Time: 3167.65 ms [2020-12-06 14:46:54 main:574] : INFO : Epoch 920 | loss: 0.0311712 | val_loss: 0.0311712 | Time: 3172.1 ms [2020-12-06 14:46:58 main:574] : INFO : Epoch 921 | loss: 0.0311718 | val_loss: 0.0311719 | Time: 3183.5 ms [2020-12-06 14:47:01 main:574] : INFO : Epoch 922 | loss: 0.0311735 | val_loss: 0.0311736 | Time: 3177.33 ms [2020-12-06 14:47:04 main:574] : INFO : Epoch 923 | loss: 0.0311737 | val_loss: 0.0311785 | Time: 3175.95 ms [2020-12-06 14:47:07 main:574] : INFO : Epoch 924 | loss: 0.0311698 | val_loss: 0.0311743 | Time: 3165.82 ms [2020-12-06 14:47:10 main:574] : INFO : Epoch 925 | loss: 0.0311685 | val_loss: 0.0311706 | Time: 3165.85 ms [2020-12-06 14:47:13 main:574] : INFO : Epoch 926 | loss: 0.0311677 | val_loss: 0.0311696 | Time: 3162.5 ms [2020-12-06 14:47:17 main:574] : INFO : Epoch 927 | loss: 0.0311675 | val_loss: 0.0311708 | Time: 3162.14 ms [2020-12-06 14:47:20 main:574] : INFO : Epoch 928 | loss: 0.0311689 | val_loss: 0.0311796 | Time: 3183.16 ms [2020-12-06 14:47:23 main:574] : INFO : Epoch 929 | loss: 0.031176 | val_loss: 0.0311745 | Time: 3181.33 ms [2020-12-06 14:47:26 main:574] : INFO : Epoch 930 | loss: 0.0311747 | val_loss: 0.0311718 | Time: 3165.05 ms [2020-12-06 14:47:29 main:574] : INFO : Epoch 931 | loss: 0.0311711 | val_loss: 0.0311721 | Time: 3177.91 ms [2020-12-06 14:47:33 main:574] : INFO : Epoch 932 | loss: 0.0311712 | val_loss: 0.0311929 | Time: 3145.22 ms [2020-12-06 14:47:36 main:574] : INFO : Epoch 933 | loss: 0.0311792 | val_loss: 0.0311788 | Time: 3156.54 ms [2020-12-06 14:47:39 main:574] : INFO : Epoch 934 | loss: 0.0311692 | val_loss: 0.031177 | Time: 3158.28 ms [2020-12-06 14:47:42 main:574] : INFO : Epoch 935 | loss: 0.0311745 | val_loss: 0.0312027 | Time: 3154.39 ms [2020-12-06 14:47:45 main:574] : INFO : Epoch 936 | loss: 0.0311794 | val_loss: 0.0311763 | Time: 3175.17 ms [2020-12-06 14:47:49 main:574] : INFO : Epoch 937 | loss: 0.0311775 | val_loss: 0.0311797 | Time: 3169.57 ms [2020-12-06 14:47:52 main:574] : INFO : Epoch 938 | loss: 0.031173 | val_loss: 0.0311731 | Time: 3163.61 ms [2020-12-06 14:47:55 main:574] : INFO : Epoch 939 | loss: 0.0311771 | val_loss: 0.0311773 | Time: 3158.02 ms [2020-12-06 14:47:58 main:574] : INFO : Epoch 940 | loss: 0.031171 | val_loss: 0.0311685 | Time: 3167.21 ms [2020-12-06 14:48:01 main:574] : INFO : Epoch 941 | loss: 0.0311715 | val_loss: 0.0311934 | Time: 3176.43 ms [2020-12-06 14:48:04 main:574] : INFO : Epoch 942 | loss: 0.0311761 | val_loss: 0.0311703 | Time: 3137.49 ms [2020-12-06 14:48:08 main:574] : INFO : Epoch 943 | loss: 0.0311665 | val_loss: 0.0311731 | Time: 3164 ms [2020-12-06 14:48:11 main:574] : INFO : Epoch 944 | loss: 0.0311678 | val_loss: 0.031172 | Time: 3167.88 ms [2020-12-06 14:48:14 main:574] : INFO : Epoch 945 | loss: 0.0311662 | val_loss: 0.0311672 | Time: 3166.88 ms [2020-12-06 14:48:17 main:574] : INFO : Epoch 946 | loss: 0.0311643 | val_loss: 0.0311685 | Time: 3154.21 ms [2020-12-06 14:48:20 main:574] : INFO : Epoch 947 | loss: 0.0311654 | val_loss: 0.0311704 | Time: 3167.37 ms [2020-12-06 14:48:24 main:574] : INFO : Epoch 948 | loss: 0.031166 | val_loss: 0.0311688 | Time: 3165.04 ms [2020-12-06 14:48:27 main:574] : INFO : Epoch 949 | loss: 0.0311689 | val_loss: 0.0311704 | Time: 3171.65 ms [2020-12-06 14:48:30 main:574] : INFO : Epoch 950 | loss: 0.0311657 | val_loss: 0.0311679 | Time: 3165.81 ms [2020-12-06 14:48:33 main:574] : INFO : Epoch 951 | loss: 0.031164 | val_loss: 0.0311663 | Time: 3175.86 ms [2020-12-06 14:48:36 main:574] : INFO : Epoch 952 | loss: 0.0311639 | val_loss: 0.0311671 | Time: 3160.85 ms [2020-12-06 14:48:39 main:574] : INFO : Epoch 953 | loss: 0.0311712 | val_loss: 0.0311682 | Time: 3154.52 ms [2020-12-06 14:48:43 main:574] : INFO : Epoch 954 | loss: 0.0311672 | val_loss: 0.0311677 | Time: 3177.47 ms [2020-12-06 14:48:46 main:574] : INFO : Epoch 955 | loss: 0.0311702 | val_loss: 0.0311743 | Time: 3167.19 ms [2020-12-06 14:48:49 main:574] : INFO : Epoch 956 | loss: 0.0311804 | val_loss: 0.0311774 | Time: 3170.31 ms [2020-12-06 14:48:52 main:574] : INFO : Epoch 957 | loss: 0.0311778 | val_loss: 0.0311747 | Time: 3182 ms [2020-12-06 14:48:55 main:574] : INFO : Epoch 958 | loss: 0.0311809 | val_loss: 0.0311789 | Time: 3176.74 ms [2020-12-06 14:48:59 main:574] : INFO : Epoch 959 | loss: 0.0311757 | val_loss: 0.0311751 | Time: 3155.2 ms [2020-12-06 14:49:02 main:574] : INFO : Epoch 960 | loss: 0.0311737 | val_loss: 0.0311714 | Time: 3156.16 ms [2020-12-06 14:49:05 main:574] : INFO : Epoch 961 | loss: 0.0311726 | val_loss: 0.0311733 | Time: 3167.59 ms [2020-12-06 14:49:08 main:574] : INFO : Epoch 962 | loss: 0.031176 | val_loss: 0.0311726 | Time: 3172.47 ms [2020-12-06 14:49:11 main:574] : INFO : Epoch 963 | loss: 0.0311737 | val_loss: 0.0311722 | Time: 3163.69 ms [2020-12-06 14:49:14 main:574] : INFO : Epoch 964 | loss: 0.0311707 | val_loss: 0.0311701 | Time: 3155.24 ms [2020-12-06 14:49:18 main:574] : INFO : Epoch 965 | loss: 0.0311704 | val_loss: 0.0311748 | Time: 3169.28 ms [2020-12-06 14:49:21 main:574] : INFO : Epoch 966 | loss: 0.0311717 | val_loss: 0.0311734 | Time: 3167.65 ms [2020-12-06 14:49:24 main:574] : INFO : Epoch 967 | loss: 0.0311714 | val_loss: 0.0311707 | Time: 3147.32 ms [2020-12-06 14:49:27 main:574] : INFO : Epoch 968 | loss: 0.0311702 | val_loss: 0.0311738 | Time: 3164.81 ms [2020-12-06 14:49:30 main:574] : INFO : Epoch 969 | loss: 0.0311715 | val_loss: 0.0311737 | Time: 3163.29 ms [2020-12-06 14:49:34 main:574] : INFO : Epoch 970 | loss: 0.0311706 | val_loss: 0.0311707 | Time: 3163.31 ms [2020-12-06 14:49:37 main:574] : INFO : Epoch 971 | loss: 0.0311678 | val_loss: 0.0311721 | Time: 3158.31 ms [2020-12-06 14:49:40 main:574] : INFO : Epoch 972 | loss: 0.0311652 | val_loss: 0.0311717 | Time: 3166.78 ms [2020-12-06 14:49:43 main:574] : INFO : Epoch 973 | loss: 0.0311666 | val_loss: 0.0311868 | Time: 3164.91 ms [2020-12-06 14:49:46 main:574] : INFO : Epoch 974 | loss: 0.0311704 | val_loss: 0.0311699 | Time: 3161.82 ms [2020-12-06 14:49:49 main:574] : INFO : Epoch 975 | loss: 0.0311659 | val_loss: 0.0311759 | Time: 3153.65 ms [2020-12-06 14:49:53 main:574] : INFO : Epoch 976 | loss: 0.0311675 | val_loss: 0.0311686 | Time: 3178.72 ms [2020-12-06 14:49:56 main:574] : INFO : Epoch 977 | loss: 0.0311644 | val_loss: 0.0311685 | Time: 3187.27 ms [2020-12-06 14:49:59 main:574] : INFO : Epoch 978 | loss: 0.0311657 | val_loss: 0.0311764 | Time: 3173.84 ms [2020-12-06 14:50:02 main:574] : INFO : Epoch 979 | loss: 0.0311724 | val_loss: 0.0311664 | Time: 3155.89 ms [2020-12-06 14:50:05 main:574] : INFO : Epoch 980 | loss: 0.0311716 | val_loss: 0.0311678 | Time: 3169.63 ms [2020-12-06 14:50:09 main:574] : INFO : Epoch 981 | loss: 0.031171 | val_loss: 0.0311649 | Time: 3140.66 ms [2020-12-06 14:50:12 main:574] : INFO : Epoch 982 | loss: 0.031171 | val_loss: 0.0311774 | Time: 3172.06 ms [2020-12-06 14:50:15 main:574] : INFO : Epoch 983 | loss: 0.0311719 | val_loss: 0.0311756 | Time: 3178.07 ms [2020-12-06 14:50:18 main:574] : INFO : Epoch 984 | loss: 0.0311681 | val_loss: 0.0311644 | Time: 3179.08 ms [2020-12-06 14:50:21 main:574] : INFO : Epoch 985 | loss: 0.0311647 | val_loss: 0.0311673 | Time: 3154.5 ms [2020-12-06 14:50:25 main:574] : INFO : Epoch 986 | loss: 0.0311697 | val_loss: 0.0311728 | Time: 3169.49 ms [2020-12-06 14:50:28 main:574] : INFO : Epoch 987 | loss: 0.0311675 | val_loss: 0.0311646 | Time: 3163.01 ms [2020-12-06 14:50:31 main:574] : INFO : Epoch 988 | loss: 0.0311636 | val_loss: 0.0311639 | Time: 3141.3 ms [2020-12-06 14:50:34 main:574] : INFO : Epoch 989 | loss: 0.0311644 | val_loss: 0.0311665 | Time: 3165.47 ms [2020-12-06 14:50:37 main:574] : INFO : Epoch 990 | loss: 0.0311649 | val_loss: 0.0311659 | Time: 3165.42 ms [2020-12-06 14:50:40 main:574] : INFO : Epoch 991 | loss: 0.0311646 | val_loss: 0.031166 | Time: 3154.09 ms [2020-12-06 14:50:44 main:574] : INFO : Epoch 992 | loss: 0.0311634 | val_loss: 0.0311642 | Time: 3165.61 ms [2020-12-06 14:50:47 main:574] : INFO : Epoch 993 | loss: 0.0311668 | val_loss: 0.031172 | Time: 3160.49 ms [2020-12-06 14:50:50 main:574] : INFO : Epoch 994 | loss: 0.031166 | val_loss: 0.0311632 | Time: 3197.08 ms [2020-12-06 14:50:53 main:574] : INFO : Epoch 995 | loss: 0.031164 | val_loss: 0.0311642 | Time: 3149.7 ms [2020-12-06 14:50:56 main:574] : INFO : Epoch 996 | loss: 0.0311625 | val_loss: 0.0311707 | Time: 3157.81 ms [2020-12-06 14:51:00 main:574] : INFO : Epoch 997 | loss: 0.0311659 | val_loss: 0.0311654 | Time: 3144.77 ms [2020-12-06 14:51:03 main:574] : INFO : Epoch 998 | loss: 0.0311633 | val_loss: 0.0311736 | Time: 3162.16 ms [2020-12-06 14:51:06 main:574] : INFO : Epoch 999 | loss: 0.0311674 | val_loss: 0.0311701 | Time: 3174.76 ms [2020-12-06 14:51:09 main:574] : INFO : Epoch 1000 | loss: 0.031166 | val_loss: 0.0311659 | Time: 3165.52 ms [2020-12-06 14:51:12 main:574] : INFO : Epoch 1001 | loss: 0.0311647 | val_loss: 0.0311622 | Time: 3146.79 ms [2020-12-06 14:51:15 main:574] : INFO : Epoch 1002 | loss: 0.031167 | val_loss: 0.031164 | Time: 3166.4 ms [2020-12-06 14:51:19 main:574] : INFO : Epoch 1003 | loss: 0.0311659 | val_loss: 0.0311631 | Time: 3159.34 ms [2020-12-06 14:51:22 main:574] : INFO : Epoch 1004 | loss: 0.0311662 | val_loss: 0.0311677 | Time: 3166.98 ms [2020-12-06 14:51:25 main:574] : INFO : Epoch 1005 | loss: 0.0311623 | val_loss: 0.031162 | Time: 3162.66 ms [2020-12-06 14:51:28 main:574] : INFO : Epoch 1006 | loss: 0.0311625 | val_loss: 0.0311637 | Time: 3175.38 ms [2020-12-06 14:51:31 main:574] : INFO : Epoch 1007 | loss: 0.03116 | val_loss: 0.0311648 | Time: 3154.89 ms [2020-12-06 14:51:35 main:574] : INFO : Epoch 1008 | loss: 0.0311595 | val_loss: 0.0311671 | Time: 3174.23 ms [2020-12-06 14:51:38 main:574] : INFO : Epoch 1009 | loss: 0.0311623 | val_loss: 0.0311655 | Time: 3166.46 ms [2020-12-06 14:51:41 main:574] : INFO : Epoch 1010 | loss: 0.0311623 | val_loss: 0.0311661 | Time: 3141.45 ms [2020-12-06 14:51:44 main:574] : INFO : Epoch 1011 | loss: 0.031162 | val_loss: 0.0311657 | Time: 3170.03 ms [2020-12-06 14:51:47 main:574] : INFO : Epoch 1012 | loss: 0.0311637 | val_loss: 0.0311743 | Time: 3170.94 ms [2020-12-06 14:51:50 main:574] : INFO : Epoch 1013 | loss: 0.0311625 | val_loss: 0.0311707 | Time: 3167.08 ms [2020-12-06 14:51:54 main:574] : INFO : Epoch 1014 | loss: 0.0311627 | val_loss: 0.0311691 | Time: 3192.18 ms [2020-12-06 14:51:57 main:574] : INFO : Epoch 1015 | loss: 0.0311607 | val_loss: 0.0311623 | Time: 3167.04 ms [2020-12-06 14:52:00 main:574] : INFO : Epoch 1016 | loss: 0.0311601 | val_loss: 0.0311612 | Time: 3147.01 ms [2020-12-06 14:52:03 main:574] : INFO : Epoch 1017 | loss: 0.0311569 | val_loss: 0.0311607 | Time: 3171.61 ms [2020-12-06 14:52:06 main:574] : INFO : Epoch 1018 | loss: 0.0311557 | val_loss: 0.0311613 | Time: 3173.43 ms [2020-12-06 14:52:10 main:574] : INFO : Epoch 1019 | loss: 0.0311561 | val_loss: 0.0311606 | Time: 3166.67 ms [2020-12-06 14:52:13 main:574] : INFO : Epoch 1020 | loss: 0.0311582 | val_loss: 0.0311668 | Time: 3161.78 ms [2020-12-06 14:52:16 main:574] : INFO : Epoch 1021 | loss: 0.0311594 | val_loss: 0.0311674 | Time: 3165.61 ms [2020-12-06 14:52:19 main:574] : INFO : Epoch 1022 | loss: 0.0311579 | val_loss: 0.0311769 | Time: 3164.39 ms [2020-12-06 14:52:22 main:574] : INFO : Epoch 1023 | loss: 0.0311638 | val_loss: 0.0311771 | Time: 3168.92 ms [2020-12-06 14:52:26 main:574] : INFO : Epoch 1024 | loss: 0.0311584 | val_loss: 0.0311615 | Time: 3153.15 ms [2020-12-06 14:52:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311615 [2020-12-06 14:52:26 main:603] : INFO : Saving end state to config to file [2020-12-06 14:52:26 main:608] : INFO : Success, exiting.. 14:52:26 (2344): 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)