Task 3263272
| Name | ParityMachine-1605152005-22238-12_0 |
| Workunit | 1537588 |
| Created | 13 Dec 2020, 14:30:29 UTC |
| Sent | 14 Dec 2020, 11:50:14 UTC |
| Report deadline | 21 Dec 2020, 11:50:14 UTC |
| Received | 14 Dec 2020, 15:26:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5419 |
| Run time | 1 hours 2 min 57 sec |
| CPU time | 1 hours 2 min 41 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,472.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 28.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 15:54:28 main:581] : INFO : Epoch 510 | loss: 0.0309275 | val_loss: 0.0309415 | Time: 3690.56 ms [2020-12-14 15:54:32 main:581] : INFO : Epoch 511 | loss: 0.030928 | val_loss: 0.0309352 | Time: 3742.44 ms [2020-12-14 15:54:36 main:581] : INFO : Epoch 512 | loss: 0.0309235 | val_loss: 0.0309331 | Time: 3718.02 ms [2020-12-14 15:54:39 main:581] : INFO : Epoch 513 | loss: 0.0309166 | val_loss: 0.0309291 | Time: 3657.82 ms [2020-12-14 15:54:43 main:581] : INFO : Epoch 514 | loss: 0.0309155 | val_loss: 0.0309366 | Time: 3727.05 ms [2020-12-14 15:54:47 main:581] : INFO : Epoch 515 | loss: 0.0309118 | val_loss: 0.0309268 | Time: 3711.38 ms [2020-12-14 15:54:50 main:581] : INFO : Epoch 516 | loss: 0.0309072 | val_loss: 0.0309263 | Time: 3648.15 ms [2020-12-14 15:54:54 main:581] : INFO : Epoch 517 | loss: 0.0309161 | val_loss: 0.0309491 | Time: 3709.32 ms [2020-12-14 15:54:58 main:581] : INFO : Epoch 518 | loss: 0.0309248 | val_loss: 0.030944 | Time: 3705.55 ms [2020-12-14 15:55:02 main:581] : INFO : Epoch 519 | loss: 0.0309215 | val_loss: 0.031022 | Time: 3713.83 ms [2020-12-14 15:55:05 main:581] : INFO : Epoch 520 | loss: 0.0310403 | val_loss: 0.0310601 | Time: 3701.51 ms [2020-12-14 15:55:09 main:581] : INFO : Epoch 521 | loss: 0.0310385 | val_loss: 0.0310603 | Time: 3744.54 ms [2020-12-14 15:55:13 main:581] : INFO : Epoch 522 | loss: 0.0310255 | val_loss: 0.0310436 | Time: 3717.71 ms [2020-12-14 15:55:16 main:581] : INFO : Epoch 523 | loss: 0.0310145 | val_loss: 0.0310274 | Time: 3669.51 ms [2020-12-14 15:55:20 main:581] : INFO : Epoch 524 | loss: 0.0310255 | val_loss: 0.0310697 | Time: 3743.56 ms [2020-12-14 15:55:24 main:581] : INFO : Epoch 525 | loss: 0.0310765 | val_loss: 0.0311106 | Time: 3690.53 ms [2020-12-14 15:55:28 main:581] : INFO : Epoch 526 | loss: 0.0311152 | val_loss: 0.0311401 | Time: 3717.83 ms [2020-12-14 15:55:31 main:581] : INFO : Epoch 527 | loss: 0.0311172 | val_loss: 0.0311244 | Time: 3708.26 ms [2020-12-14 15:55:35 main:581] : INFO : Epoch 528 | loss: 0.0311076 | val_loss: 0.0311194 | Time: 3707.8 ms [2020-12-14 15:55:39 main:581] : INFO : Epoch 529 | loss: 0.0311025 | val_loss: 0.031118 | Time: 3662.05 ms [2020-12-14 15:55:42 main:581] : INFO : Epoch 530 | loss: 0.0311052 | val_loss: 0.0311239 | Time: 3729.76 ms [2020-12-14 15:55:46 main:581] : INFO : Epoch 531 | loss: 0.0310993 | val_loss: 0.0311059 | Time: 3721.79 ms [2020-12-14 15:55:50 main:581] : INFO : Epoch 532 | loss: 0.0311134 | val_loss: 0.0311532 | Time: 3673.42 ms [2020-12-14 15:55:53 main:581] : INFO : Epoch 533 | loss: 0.031143 | val_loss: 0.0311483 | Time: 3731.35 ms [2020-12-14 15:55:57 main:581] : INFO : Epoch 534 | loss: 0.0311381 | val_loss: 0.0311439 | Time: 3723.42 ms [2020-12-14 15:56:01 main:581] : INFO : Epoch 535 | loss: 0.0311351 | val_loss: 0.0311424 | Time: 3715.47 ms [2020-12-14 15:56:05 main:581] : INFO : Epoch 536 | loss: 0.0311397 | val_loss: 0.0311525 | Time: 3721.99 ms [2020-12-14 15:56:08 main:581] : INFO : Epoch 537 | loss: 0.0311383 | val_loss: 0.031145 | Time: 3721.29 ms [2020-12-14 15:56:12 main:581] : INFO : Epoch 538 | loss: 0.0311339 | val_loss: 0.0311426 | Time: 3726.85 ms [2020-12-14 15:56:16 main:581] : INFO : Epoch 539 | loss: 0.0311289 | val_loss: 0.0311383 | Time: 3676.03 ms [2020-12-14 15:56:20 main:581] : INFO : Epoch 540 | loss: 0.0311226 | val_loss: 0.031136 | Time: 3742.94 ms [2020-12-14 15:56:23 main:581] : INFO : Epoch 541 | loss: 0.0311158 | val_loss: 0.0311292 | Time: 3687.85 ms [2020-12-14 15:56:27 main:581] : INFO : Epoch 542 | loss: 0.0311152 | val_loss: 0.0311336 | Time: 3701.37 ms [2020-12-14 15:56:31 main:581] : INFO : Epoch 543 | loss: 0.0311117 | val_loss: 0.031131 | Time: 3717.47 ms [2020-12-14 15:56:34 main:581] : INFO : Epoch 544 | loss: 0.0311083 | val_loss: 0.0311247 | Time: 3712.66 ms [2020-12-14 15:56:38 main:581] : INFO : Epoch 545 | loss: 0.0311082 | val_loss: 0.0311225 | Time: 3697.16 ms [2020-12-14 15:56:42 main:581] : INFO : Epoch 546 | loss: 0.0311028 | val_loss: 0.0311206 | Time: 3728.97 ms [2020-12-14 15:56:45 main:581] : INFO : Epoch 547 | loss: 0.0310975 | val_loss: 0.0311214 | Time: 3681.37 ms [2020-12-14 15:56:49 main:581] : INFO : Epoch 548 | loss: 0.0310962 | val_loss: 0.0311217 | Time: 3674.27 ms [2020-12-14 15:56:53 main:581] : INFO : Epoch 549 | loss: 0.0310946 | val_loss: 0.0311201 | Time: 3741.83 ms [2020-12-14 15:56:57 main:581] : INFO : Epoch 550 | loss: 0.031094 | val_loss: 0.0311176 | Time: 3686.12 ms [2020-12-14 15:57:00 main:581] : INFO : Epoch 551 | loss: 0.0310887 | val_loss: 0.0311089 | Time: 3687.32 ms [2020-12-14 15:57:04 main:581] : INFO : Epoch 552 | loss: 0.0310867 | val_loss: 0.03111 | Time: 3706.79 ms [2020-12-14 15:57:08 main:581] : INFO : Epoch 553 | loss: 0.0310845 | val_loss: 0.0311071 | Time: 3738.3 ms [2020-12-14 15:57:11 main:581] : INFO : Epoch 554 | loss: 0.0310867 | val_loss: 0.0311099 | Time: 3694.99 ms [2020-12-14 15:57:15 main:581] : INFO : Epoch 555 | loss: 0.0310837 | val_loss: 0.0311063 | Time: 3696.62 ms [2020-12-14 15:57:19 main:581] : INFO : Epoch 556 | loss: 0.0310797 | val_loss: 0.0311059 | Time: 3683.8 ms [2020-12-14 15:57:23 main:581] : INFO : Epoch 557 | loss: 0.0310847 | val_loss: 0.0311046 | Time: 3753.71 ms [2020-12-14 15:57:26 main:581] : INFO : Epoch 558 | loss: 0.0310864 | val_loss: 0.0311052 | Time: 3684.2 ms [2020-12-14 15:57:30 main:581] : INFO : Epoch 559 | loss: 0.031088 | val_loss: 0.0311079 | Time: 3760.74 ms [2020-12-14 15:57:34 main:581] : INFO : Epoch 560 | loss: 0.0310833 | val_loss: 0.0311084 | Time: 3718.58 ms [2020-12-14 15:57:37 main:581] : INFO : Epoch 561 | loss: 0.0310823 | val_loss: 0.0311064 | Time: 3734.25 ms [2020-12-14 15:57:41 main:581] : INFO : Epoch 562 | loss: 0.0310847 | val_loss: 0.0311095 | Time: 3748.15 ms [2020-12-14 15:57:45 main:581] : INFO : Epoch 563 | loss: 0.0310834 | val_loss: 0.0311024 | Time: 3746 ms [2020-12-14 15:57:49 main:581] : INFO : Epoch 564 | loss: 0.0310825 | val_loss: 0.0310929 | Time: 3704.59 ms [2020-12-14 15:57:52 main:581] : INFO : Epoch 565 | loss: 0.0310767 | val_loss: 0.0310895 | Time: 3728.49 ms [2020-12-14 15:57:56 main:581] : INFO : Epoch 566 | loss: 0.0310743 | val_loss: 0.0310877 | Time: 3732.43 ms [2020-12-14 15:58:00 main:581] : INFO : Epoch 567 | loss: 0.0310731 | val_loss: 0.0310924 | Time: 3709.79 ms [2020-12-14 15:58:04 main:581] : INFO : Epoch 568 | loss: 0.0310719 | val_loss: 0.0310871 | Time: 3736.29 ms [2020-12-14 15:58:07 main:581] : INFO : Epoch 569 | loss: 0.0310706 | val_loss: 0.0310892 | Time: 3737.03 ms [2020-12-14 15:58:11 main:581] : INFO : Epoch 570 | loss: 0.0310723 | val_loss: 0.0310844 | Time: 3709.89 ms [2020-12-14 15:58:15 main:581] : INFO : Epoch 571 | loss: 0.0310693 | val_loss: 0.0310845 | Time: 3689.62 ms [2020-12-14 15:58:18 main:581] : INFO : Epoch 572 | loss: 0.0310674 | val_loss: 0.0310866 | Time: 3739.9 ms [2020-12-14 15:58:22 main:581] : INFO : Epoch 573 | loss: 0.0310664 | val_loss: 0.0310834 | Time: 3681.82 ms [2020-12-14 15:58:26 main:581] : INFO : Epoch 574 | loss: 0.0310637 | val_loss: 0.031083 | Time: 3714.07 ms [2020-12-14 15:58:30 main:581] : INFO : Epoch 575 | loss: 0.0310616 | val_loss: 0.0310805 | Time: 3716.66 ms [2020-12-14 15:58:33 main:581] : INFO : Epoch 576 | loss: 0.03106 | val_loss: 0.0310853 | Time: 3723.07 ms [2020-12-14 15:58:37 main:581] : INFO : Epoch 577 | loss: 0.0310626 | val_loss: 0.0310892 | Time: 3698.77 ms [2020-12-14 15:58:41 main:581] : INFO : Epoch 578 | loss: 0.0310608 | val_loss: 0.0310876 | Time: 3737.06 ms [2020-12-14 15:58:44 main:581] : INFO : Epoch 579 | loss: 0.0310581 | val_loss: 0.0310731 | Time: 3710.17 ms [2020-12-14 15:58:48 main:581] : INFO : Epoch 580 | loss: 0.0310596 | val_loss: 0.0310743 | Time: 3675.15 ms [2020-12-14 15:58:52 main:581] : INFO : Epoch 581 | loss: 0.0310602 | val_loss: 0.0310745 | Time: 3679.02 ms [2020-12-14 15:58:55 main:581] : INFO : Epoch 582 | loss: 0.0310523 | val_loss: 0.0310709 | Time: 3712.66 ms [2020-12-14 15:58:59 main:581] : INFO : Epoch 583 | loss: 0.03106 | val_loss: 0.0310711 | Time: 3669.46 ms [2020-12-14 15:59:03 main:581] : INFO : Epoch 584 | loss: 0.0310613 | val_loss: 0.0310688 | Time: 3743.46 ms [2020-12-14 15:59:07 main:581] : INFO : Epoch 585 | loss: 0.0310602 | val_loss: 0.0310692 | Time: 3726.07 ms [2020-12-14 15:59:10 main:581] : INFO : Epoch 586 | loss: 0.0310568 | val_loss: 0.0310743 | Time: 3705.05 ms [2020-12-14 15:59:14 main:581] : INFO : Epoch 587 | loss: 0.0310608 | val_loss: 0.0310695 | Time: 3723.24 ms [2020-12-14 15:59:18 main:581] : INFO : Epoch 588 | loss: 0.0310498 | val_loss: 0.0310702 | Time: 3726.29 ms [2020-12-14 15:59:21 main:581] : INFO : Epoch 589 | loss: 0.0310488 | val_loss: 0.0310634 | Time: 3696.78 ms [2020-12-14 15:59:25 main:581] : INFO : Epoch 590 | loss: 0.0310477 | val_loss: 0.031066 | Time: 3697.53 ms [2020-12-14 15:59:29 main:581] : INFO : Epoch 591 | loss: 0.0310457 | val_loss: 0.0310664 | Time: 3711.02 ms [2020-12-14 15:59:33 main:581] : INFO : Epoch 592 | loss: 0.0310427 | val_loss: 0.0310639 | Time: 3651.3 ms [2020-12-14 15:59:36 main:581] : INFO : Epoch 593 | loss: 0.0310423 | val_loss: 0.0310643 | Time: 3737.22 ms [2020-12-14 15:59:40 main:581] : INFO : Epoch 594 | loss: 0.0310393 | val_loss: 0.0310664 | Time: 3721.77 ms [2020-12-14 15:59:44 main:581] : INFO : Epoch 595 | loss: 0.0310438 | val_loss: 0.0310621 | Time: 3735.63 ms [2020-12-14 15:59:47 main:581] : INFO : Epoch 596 | loss: 0.0310381 | val_loss: 0.031063 | Time: 3698.17 ms [2020-12-14 15:59:51 main:581] : INFO : Epoch 597 | loss: 0.0310366 | val_loss: 0.0310634 | Time: 3742.87 ms [2020-12-14 15:59:55 main:581] : INFO : Epoch 598 | loss: 0.0310338 | val_loss: 0.0310598 | Time: 3699.8 ms [2020-12-14 15:59:59 main:581] : INFO : Epoch 599 | loss: 0.0310317 | val_loss: 0.0310482 | Time: 3682.27 ms [2020-12-14 16:00:02 main:581] : INFO : Epoch 600 | loss: 0.0310293 | val_loss: 0.0310586 | Time: 3732.38 ms [2020-12-14 16:00:06 main:581] : INFO : Epoch 601 | loss: 0.031042 | val_loss: 0.031063 | Time: 3717.23 ms [2020-12-14 16:00:10 main:581] : INFO : Epoch 602 | loss: 0.0310455 | val_loss: 0.0310554 | Time: 3709.5 ms [2020-12-14 16:00:13 main:581] : INFO : Epoch 603 | loss: 0.0310401 | val_loss: 0.0310864 | Time: 3638.64 ms [2020-12-14 16:00:17 main:581] : INFO : Epoch 604 | loss: 0.0311952 | val_loss: 0.031218 | Time: 3739.55 ms [2020-12-14 16:00:21 main:581] : INFO : Epoch 605 | loss: 0.0312178 | val_loss: 0.0312162 | Time: 3716.73 ms [2020-12-14 16:00:24 main:581] : INFO : Epoch 606 | loss: 0.0312135 | val_loss: 0.0312141 | Time: 3707 ms [2020-12-14 16:00:28 main:581] : INFO : Epoch 607 | loss: 0.0312107 | val_loss: 0.0312096 | Time: 3745.68 ms [2020-12-14 16:00:32 main:581] : INFO : Epoch 608 | loss: 0.0312078 | val_loss: 0.0312063 | Time: 3711.42 ms [2020-12-14 16:00:36 main:581] : INFO : Epoch 609 | loss: 0.0312067 | val_loss: 0.0312037 | Time: 3655.12 ms [2020-12-14 16:00:39 main:581] : INFO : Epoch 610 | loss: 0.0312051 | val_loss: 0.0312035 | Time: 3702.29 ms [2020-12-14 16:00:43 main:581] : INFO : Epoch 611 | loss: 0.0312035 | val_loss: 0.0312033 | Time: 3679.44 ms [2020-12-14 16:00:47 main:581] : INFO : Epoch 612 | loss: 0.0312036 | val_loss: 0.0312082 | Time: 3710.75 ms [2020-12-14 16:00:50 main:581] : INFO : Epoch 613 | loss: 0.0312024 | val_loss: 0.0312001 | Time: 3690.95 ms [2020-12-14 16:00:54 main:581] : INFO : Epoch 614 | loss: 0.0311934 | val_loss: 0.0311862 | Time: 3738.77 ms [2020-12-14 16:00:58 main:581] : INFO : Epoch 615 | loss: 0.0311858 | val_loss: 0.0311872 | Time: 3692.29 ms [2020-12-14 16:01:02 main:581] : INFO : Epoch 616 | loss: 0.0311836 | val_loss: 0.0311849 | Time: 3782.17 ms [2020-12-14 16:01:05 main:581] : INFO : Epoch 617 | loss: 0.0311821 | val_loss: 0.031184 | Time: 3724.23 ms [2020-12-14 16:01:09 main:581] : INFO : Epoch 618 | loss: 0.031186 | val_loss: 0.0312018 | Time: 3717.25 ms [2020-12-14 16:01:13 main:581] : INFO : Epoch 619 | loss: 0.0311826 | val_loss: 0.0311832 | Time: 3675.96 ms [2020-12-14 16:01:16 main:581] : INFO : Epoch 620 | loss: 0.0311795 | val_loss: 0.0311827 | Time: 3733.14 ms [2020-12-14 16:01:20 main:581] : INFO : Epoch 621 | loss: 0.0311795 | val_loss: 0.0311833 | Time: 3657.85 ms [2020-12-14 16:01:24 main:581] : INFO : Epoch 622 | loss: 0.0311782 | val_loss: 0.0311802 | Time: 3708.7 ms [2020-12-14 16:01:28 main:581] : INFO : Epoch 623 | loss: 0.0311753 | val_loss: 0.0311773 | Time: 3725.18 ms [2020-12-14 16:01:31 main:581] : INFO : Epoch 624 | loss: 0.0311739 | val_loss: 0.0311743 | Time: 3708.81 ms [2020-12-14 16:01:35 main:581] : INFO : Epoch 625 | loss: 0.0311727 | val_loss: 0.0311759 | Time: 3686.23 ms [2020-12-14 16:01:39 main:581] : INFO : Epoch 626 | loss: 0.0311708 | val_loss: 0.0311696 | Time: 3729.78 ms [2020-12-14 16:01:42 main:581] : INFO : Epoch 627 | loss: 0.031169 | val_loss: 0.0311695 | Time: 3715.05 ms [2020-12-14 16:01:46 main:581] : INFO : Epoch 628 | loss: 0.0311678 | val_loss: 0.0311693 | Time: 3721.23 ms [2020-12-14 16:01:50 main:581] : INFO : Epoch 629 | loss: 0.0311686 | val_loss: 0.031173 | Time: 3727.28 ms [2020-12-14 16:01:54 main:581] : INFO : Epoch 630 | loss: 0.0311673 | val_loss: 0.0311686 | Time: 3705.71 ms [2020-12-14 16:01:57 main:581] : INFO : Epoch 631 | loss: 0.031165 | val_loss: 0.0311713 | Time: 3728.12 ms [2020-12-14 16:02:01 main:581] : INFO : Epoch 632 | loss: 0.031166 | val_loss: 0.0311664 | Time: 3724.54 ms [2020-12-14 16:02:05 main:581] : INFO : Epoch 633 | loss: 0.0311643 | val_loss: 0.0311671 | Time: 3727.52 ms [2020-12-14 16:02:08 main:581] : INFO : Epoch 634 | loss: 0.0311598 | val_loss: 0.0311663 | Time: 3692.81 ms [2020-12-14 16:02:12 main:581] : INFO : Epoch 635 | loss: 0.0311591 | val_loss: 0.0311669 | Time: 3720.94 ms [2020-12-14 16:02:16 main:581] : INFO : Epoch 636 | loss: 0.0311581 | val_loss: 0.0311685 | Time: 3711.06 ms [2020-12-14 16:02:20 main:581] : INFO : Epoch 637 | loss: 0.0311578 | val_loss: 0.031168 | Time: 3709.08 ms [2020-12-14 16:02:23 main:581] : INFO : Epoch 638 | loss: 0.0311581 | val_loss: 0.0311658 | Time: 3702.98 ms [2020-12-14 16:02:27 main:581] : INFO : Epoch 639 | loss: 0.0311573 | val_loss: 0.0311661 | Time: 3679.83 ms [2020-12-14 16:02:31 main:581] : INFO : Epoch 640 | loss: 0.0311557 | val_loss: 0.031166 | Time: 3662.7 ms [2020-12-14 16:02:34 main:581] : INFO : Epoch 641 | loss: 0.0311551 | val_loss: 0.0311645 | Time: 3720.63 ms [2020-12-14 16:02:38 main:581] : INFO : Epoch 642 | loss: 0.0311547 | val_loss: 0.0311606 | Time: 3730.07 ms [2020-12-14 16:02:42 main:581] : INFO : Epoch 643 | loss: 0.031154 | val_loss: 0.0311662 | Time: 3687.07 ms [2020-12-14 16:02:45 main:581] : INFO : Epoch 644 | loss: 0.0311564 | val_loss: 0.0311641 | Time: 3661.13 ms [2020-12-14 16:02:49 main:581] : INFO : Epoch 645 | loss: 0.0311511 | val_loss: 0.0311612 | Time: 3752.56 ms [2020-12-14 16:02:53 main:581] : INFO : Epoch 646 | loss: 0.0311489 | val_loss: 0.0311574 | Time: 3690.66 ms [2020-12-14 16:02:57 main:581] : INFO : Epoch 647 | loss: 0.0311479 | val_loss: 0.0311531 | Time: 3666.38 ms [2020-12-14 16:03:00 main:581] : INFO : Epoch 648 | loss: 0.031146 | val_loss: 0.0311523 | Time: 3719.94 ms [2020-12-14 16:03:04 main:581] : INFO : Epoch 649 | loss: 0.0311459 | val_loss: 0.031156 | Time: 3722.76 ms [2020-12-14 16:03:08 main:581] : INFO : Epoch 650 | loss: 0.0311462 | val_loss: 0.0311505 | Time: 3716.8 ms [2020-12-14 16:03:11 main:581] : INFO : Epoch 651 | loss: 0.0311446 | val_loss: 0.031149 | Time: 3755.95 ms [2020-12-14 16:03:15 main:581] : INFO : Epoch 652 | loss: 0.0311433 | val_loss: 0.0311509 | Time: 3708.83 ms [2020-12-14 16:03:19 main:581] : INFO : Epoch 653 | loss: 0.0311417 | val_loss: 0.0311516 | Time: 3726.78 ms [2020-12-14 16:03:23 main:581] : INFO : Epoch 654 | loss: 0.031141 | val_loss: 0.0311477 | Time: 3711.74 ms [2020-12-14 16:03:26 main:581] : INFO : Epoch 655 | loss: 0.0311394 | val_loss: 0.031147 | Time: 3735.59 ms [2020-12-14 16:03:30 main:581] : INFO : Epoch 656 | loss: 0.0311406 | val_loss: 0.0311423 | Time: 3737.47 ms [2020-12-14 16:03:34 main:581] : INFO : Epoch 657 | loss: 0.0311386 | val_loss: 0.0311403 | Time: 3703.92 ms [2020-12-14 16:03:37 main:581] : INFO : Epoch 658 | loss: 0.0311415 | val_loss: 0.0311466 | Time: 3732.54 ms [2020-12-14 16:03:41 main:581] : INFO : Epoch 659 | loss: 0.0311419 | val_loss: 0.0311404 | Time: 3696.18 ms [2020-12-14 16:03:45 main:581] : INFO : Epoch 660 | loss: 0.0311377 | val_loss: 0.0311407 | Time: 3687.08 ms [2020-12-14 16:03:49 main:581] : INFO : Epoch 661 | loss: 0.0311357 | val_loss: 0.0311367 | Time: 3721.5 ms [2020-12-14 16:03:52 main:581] : INFO : Epoch 662 | loss: 0.0311318 | val_loss: 0.0311377 | Time: 3724.48 ms [2020-12-14 16:03:56 main:581] : INFO : Epoch 663 | loss: 0.0311473 | val_loss: 0.0311623 | Time: 3692.44 ms [2020-12-14 16:04:00 main:581] : INFO : Epoch 664 | loss: 0.0311558 | val_loss: 0.0311549 | Time: 3673.54 ms [2020-12-14 16:04:03 main:581] : INFO : Epoch 665 | loss: 0.0311493 | val_loss: 0.0311516 | Time: 3698.72 ms [2020-12-14 16:04:07 main:581] : INFO : Epoch 666 | loss: 0.0311481 | val_loss: 0.0311513 | Time: 3727 ms [2020-12-14 16:04:11 main:581] : INFO : Epoch 667 | loss: 0.0311411 | val_loss: 0.0311426 | Time: 3681.79 ms [2020-12-14 16:04:15 main:581] : INFO : Epoch 668 | loss: 0.031133 | val_loss: 0.0311372 | Time: 3731.08 ms [2020-12-14 16:04:18 main:581] : INFO : Epoch 669 | loss: 0.0311267 | val_loss: 0.0311405 | Time: 3693.77 ms [2020-12-14 16:04:22 main:581] : INFO : Epoch 670 | loss: 0.0311239 | val_loss: 0.0311258 | Time: 3718.42 ms [2020-12-14 16:04:26 main:581] : INFO : Epoch 671 | loss: 0.0311183 | val_loss: 0.0311212 | Time: 3726.93 ms [2020-12-14 16:04:29 main:581] : INFO : Epoch 672 | loss: 0.0311125 | val_loss: 0.031105 | Time: 3712.83 ms [2020-12-14 16:04:33 main:581] : INFO : Epoch 673 | loss: 0.0310971 | val_loss: 0.0310932 | Time: 3650.71 ms [2020-12-14 16:04:37 main:581] : INFO : Epoch 674 | loss: 0.0310845 | val_loss: 0.0310872 | Time: 3718.28 ms [2020-12-14 16:04:40 main:581] : INFO : Epoch 675 | loss: 0.0310731 | val_loss: 0.0310834 | Time: 3694.73 ms [2020-12-14 16:04:44 main:581] : INFO : Epoch 676 | loss: 0.0310778 | val_loss: 0.0311043 | Time: 3713.31 ms [2020-12-14 16:04:48 main:581] : INFO : Epoch 677 | loss: 0.0311143 | val_loss: 0.0311115 | Time: 3674.6 ms [2020-12-14 16:04:52 main:581] : INFO : Epoch 678 | loss: 0.0311163 | val_loss: 0.0311207 | Time: 3698.68 ms [2020-12-14 16:04:55 main:581] : INFO : Epoch 679 | loss: 0.0311202 | val_loss: 0.0311156 | Time: 3696.34 ms [2020-12-14 16:04:59 main:581] : INFO : Epoch 680 | loss: 0.0311136 | val_loss: 0.0311113 | Time: 3737.63 ms [2020-12-14 16:05:03 main:581] : INFO : Epoch 681 | loss: 0.0311107 | val_loss: 0.031104 | Time: 3729.72 ms [2020-12-14 16:05:06 main:581] : INFO : Epoch 682 | loss: 0.0311037 | val_loss: 0.0311029 | Time: 3708.79 ms [2020-12-14 16:05:10 main:581] : INFO : Epoch 683 | loss: 0.0311004 | val_loss: 0.0310968 | Time: 3728.93 ms [2020-12-14 16:05:14 main:581] : INFO : Epoch 684 | loss: 0.0310997 | val_loss: 0.0310992 | Time: 3742.26 ms [2020-12-14 16:05:18 main:581] : INFO : Epoch 685 | loss: 0.0310946 | val_loss: 0.0310936 | Time: 3710.16 ms [2020-12-14 16:05:21 main:581] : INFO : Epoch 686 | loss: 0.0310912 | val_loss: 0.0310866 | Time: 3727.68 ms [2020-12-14 16:05:25 main:581] : INFO : Epoch 687 | loss: 0.0310885 | val_loss: 0.0310947 | Time: 3712.04 ms [2020-12-14 16:05:29 main:581] : INFO : Epoch 688 | loss: 0.0310896 | val_loss: 0.0310879 | Time: 3690.6 ms [2020-12-14 16:05:32 main:581] : INFO : Epoch 689 | loss: 0.0310866 | val_loss: 0.0310852 | Time: 3743.13 ms [2020-12-14 16:05:36 main:581] : INFO : Epoch 690 | loss: 0.0310849 | val_loss: 0.031087 | Time: 3713.94 ms [2020-12-14 16:05:40 main:581] : INFO : Epoch 691 | loss: 0.0310848 | val_loss: 0.031091 | Time: 3735.33 ms [2020-12-14 16:05:44 main:581] : INFO : Epoch 692 | loss: 0.0310858 | val_loss: 0.0310933 | Time: 3696.72 ms [2020-12-14 16:05:47 main:581] : INFO : Epoch 693 | loss: 0.0311057 | val_loss: 0.0311181 | Time: 3750.86 ms [2020-12-14 16:05:51 main:581] : INFO : Epoch 694 | loss: 0.0311114 | val_loss: 0.0311096 | Time: 3718.46 ms [2020-12-14 16:05:55 main:581] : INFO : Epoch 695 | loss: 0.0311026 | val_loss: 0.0311067 | Time: 3717.44 ms [2020-12-14 16:05:59 main:581] : INFO : Epoch 696 | loss: 0.0310985 | val_loss: 0.0311028 | Time: 3711.9 ms [2020-12-14 16:06:02 main:581] : INFO : Epoch 697 | loss: 0.0310937 | val_loss: 0.0310994 | Time: 3700.91 ms [2020-12-14 16:06:06 main:581] : INFO : Epoch 698 | loss: 0.0310907 | val_loss: 0.0310951 | Time: 3710.01 ms [2020-12-14 16:06:10 main:581] : INFO : Epoch 699 | loss: 0.0310862 | val_loss: 0.031091 | Time: 3716.61 ms [2020-12-14 16:06:13 main:581] : INFO : Epoch 700 | loss: 0.0310819 | val_loss: 0.0310867 | Time: 3740.62 ms [2020-12-14 16:06:17 main:581] : INFO : Epoch 701 | loss: 0.0310759 | val_loss: 0.031085 | Time: 3711.8 ms [2020-12-14 16:06:21 main:581] : INFO : Epoch 702 | loss: 0.0310674 | val_loss: 0.031076 | Time: 3725.14 ms [2020-12-14 16:06:25 main:581] : INFO : Epoch 703 | loss: 0.0310667 | val_loss: 0.0310904 | Time: 3707.84 ms [2020-12-14 16:06:28 main:581] : INFO : Epoch 704 | loss: 0.0310694 | val_loss: 0.0310815 | Time: 3726.17 ms [2020-12-14 16:06:32 main:581] : INFO : Epoch 705 | loss: 0.0310546 | val_loss: 0.0310623 | Time: 3662.37 ms [2020-12-14 16:06:36 main:581] : INFO : Epoch 706 | loss: 0.0310421 | val_loss: 0.0310579 | Time: 3731.74 ms [2020-12-14 16:06:39 main:581] : INFO : Epoch 707 | loss: 0.0310348 | val_loss: 0.0310535 | Time: 3688 ms [2020-12-14 16:06:43 main:581] : INFO : Epoch 708 | loss: 0.0310329 | val_loss: 0.0310487 | Time: 3727.19 ms [2020-12-14 16:06:47 main:581] : INFO : Epoch 709 | loss: 0.0310302 | val_loss: 0.0310569 | Time: 3693.33 ms [2020-12-14 16:06:50 main:581] : INFO : Epoch 710 | loss: 0.0310247 | val_loss: 0.0310494 | Time: 3728.6 ms [2020-12-14 16:06:54 main:581] : INFO : Epoch 711 | loss: 0.0310196 | val_loss: 0.03104 | Time: 3695.22 ms [2020-12-14 16:06:58 main:581] : INFO : Epoch 712 | loss: 0.0310153 | val_loss: 0.0310417 | Time: 3734.33 ms [2020-12-14 16:07:02 main:581] : INFO : Epoch 713 | loss: 0.0310171 | val_loss: 0.0310449 | Time: 3692.84 ms [2020-12-14 16:07:05 main:581] : INFO : Epoch 714 | loss: 0.0310145 | val_loss: 0.0310323 | Time: 3728.75 ms [2020-12-14 16:07:09 main:581] : INFO : Epoch 715 | loss: 0.0310106 | val_loss: 0.0310406 | Time: 3695.98 ms [2020-12-14 16:07:13 main:581] : INFO : Epoch 716 | loss: 0.031006 | val_loss: 0.031035 | Time: 3703 ms [2020-12-14 16:07:16 main:581] : INFO : Epoch 717 | loss: 0.0310081 | val_loss: 0.0310243 | Time: 3711.21 ms [2020-12-14 16:07:20 main:581] : INFO : Epoch 718 | loss: 0.0310054 | val_loss: 0.0310193 | Time: 3603.89 ms [2020-12-14 16:07:24 main:581] : INFO : Epoch 719 | loss: 0.0309988 | val_loss: 0.0310222 | Time: 3731.63 ms [2020-12-14 16:07:28 main:581] : INFO : Epoch 720 | loss: 0.0309958 | val_loss: 0.0310302 | Time: 3719.97 ms [2020-12-14 16:07:31 main:581] : INFO : Epoch 721 | loss: 0.0309978 | val_loss: 0.0310195 | Time: 3699.21 ms [2020-12-14 16:07:35 main:581] : INFO : Epoch 722 | loss: 0.030998 | val_loss: 0.0310077 | Time: 3710.2 ms [2020-12-14 16:07:39 main:581] : INFO : Epoch 723 | loss: 0.0309922 | val_loss: 0.031011 | Time: 3706.35 ms [2020-12-14 16:07:42 main:581] : INFO : Epoch 724 | loss: 0.0309885 | val_loss: 0.0310063 | Time: 3700.92 ms [2020-12-14 16:07:46 main:581] : INFO : Epoch 725 | loss: 0.030988 | val_loss: 0.0309998 | Time: 3712.63 ms [2020-12-14 16:07:50 main:581] : INFO : Epoch 726 | loss: 0.0309864 | val_loss: 0.0310059 | Time: 3721.12 ms [2020-12-14 16:07:53 main:581] : INFO : Epoch 727 | loss: 0.0309794 | val_loss: 0.0310009 | Time: 3718.86 ms [2020-12-14 16:07:57 main:581] : INFO : Epoch 728 | loss: 0.030976 | val_loss: 0.0310027 | Time: 3734.96 ms [2020-12-14 16:08:01 main:581] : INFO : Epoch 729 | loss: 0.0309757 | val_loss: 0.0310019 | Time: 3721.2 ms [2020-12-14 16:08:05 main:581] : INFO : Epoch 730 | loss: 0.0309724 | val_loss: 0.031005 | Time: 3701 ms [2020-12-14 16:08:08 main:581] : INFO : Epoch 731 | loss: 0.0309709 | val_loss: 0.0310035 | Time: 3700.85 ms [2020-12-14 16:08:12 main:581] : INFO : Epoch 732 | loss: 0.0309754 | val_loss: 0.0310082 | Time: 3716.97 ms [2020-12-14 16:08:16 main:581] : INFO : Epoch 733 | loss: 0.0309779 | val_loss: 0.0310166 | Time: 3738.93 ms [2020-12-14 16:08:19 main:581] : INFO : Epoch 734 | loss: 0.0309867 | val_loss: 0.0310099 | Time: 3705.15 ms [2020-12-14 16:08:23 main:581] : INFO : Epoch 735 | loss: 0.0309781 | val_loss: 0.0310027 | Time: 3698.21 ms [2020-12-14 16:08:27 main:581] : INFO : Epoch 736 | loss: 0.0309754 | val_loss: 0.0310087 | Time: 3699.83 ms [2020-12-14 16:08:31 main:581] : INFO : Epoch 737 | loss: 0.0309832 | val_loss: 0.0309972 | Time: 3720.02 ms [2020-12-14 16:08:34 main:581] : INFO : Epoch 738 | loss: 0.0309797 | val_loss: 0.0310012 | Time: 3742.32 ms [2020-12-14 16:08:38 main:581] : INFO : Epoch 739 | loss: 0.0309677 | val_loss: 0.0309988 | Time: 3723.61 ms [2020-12-14 16:08:42 main:581] : INFO : Epoch 740 | loss: 0.0309624 | val_loss: 0.0309927 | Time: 3701.98 ms [2020-12-14 16:08:46 main:581] : INFO : Epoch 741 | loss: 0.0309585 | val_loss: 0.030991 | Time: 3738.46 ms [2020-12-14 16:08:49 main:581] : INFO : Epoch 742 | loss: 0.0309537 | val_loss: 0.0309897 | Time: 3731.22 ms [2020-12-14 16:08:53 main:581] : INFO : Epoch 743 | loss: 0.0309487 | val_loss: 0.0309851 | Time: 3634.63 ms [2020-12-14 16:08:57 main:581] : INFO : Epoch 744 | loss: 0.0309496 | val_loss: 0.0309762 | Time: 3694.17 ms [2020-12-14 16:09:00 main:581] : INFO : Epoch 745 | loss: 0.0309473 | val_loss: 0.0309867 | Time: 3698.01 ms [2020-12-14 16:09:04 main:581] : INFO : Epoch 746 | loss: 0.0309504 | val_loss: 0.030987 | Time: 3684.37 ms [2020-12-14 16:09:08 main:581] : INFO : Epoch 747 | loss: 0.0309428 | val_loss: 0.0309855 | Time: 3704.94 ms [2020-12-14 16:09:11 main:581] : INFO : Epoch 748 | loss: 0.0309451 | val_loss: 0.030983 | Time: 3703.91 ms [2020-12-14 16:09:15 main:581] : INFO : Epoch 749 | loss: 0.0309493 | val_loss: 0.0309901 | Time: 3714.1 ms [2020-12-14 16:09:19 main:581] : INFO : Epoch 750 | loss: 0.0309518 | val_loss: 0.0309914 | Time: 3686.19 ms [2020-12-14 16:09:23 main:581] : INFO : Epoch 751 | loss: 0.0309672 | val_loss: 0.031002 | Time: 3746.57 ms [2020-12-14 16:09:26 main:581] : INFO : Epoch 752 | loss: 0.0309711 | val_loss: 0.0309936 | Time: 3709.09 ms [2020-12-14 16:09:30 main:581] : INFO : Epoch 753 | loss: 0.0309595 | val_loss: 0.030981 | Time: 3701.71 ms [2020-12-14 16:09:34 main:581] : INFO : Epoch 754 | loss: 0.0309452 | val_loss: 0.030969 | Time: 3742.03 ms [2020-12-14 16:09:37 main:581] : INFO : Epoch 755 | loss: 0.0309482 | val_loss: 0.0309847 | Time: 3710.57 ms [2020-12-14 16:09:41 main:581] : INFO : Epoch 756 | loss: 0.0309462 | val_loss: 0.0309714 | Time: 3715.88 ms [2020-12-14 16:09:45 main:581] : INFO : Epoch 757 | loss: 0.0309437 | val_loss: 0.0309667 | Time: 3661.91 ms [2020-12-14 16:09:48 main:581] : INFO : Epoch 758 | loss: 0.0309398 | val_loss: 0.0309738 | Time: 3731.15 ms [2020-12-14 16:09:52 main:581] : INFO : Epoch 759 | loss: 0.0309409 | val_loss: 0.0309687 | Time: 3663 ms [2020-12-14 16:09:56 main:581] : INFO : Epoch 760 | loss: 0.0309372 | val_loss: 0.0309614 | Time: 3730.66 ms [2020-12-14 16:10:00 main:581] : INFO : Epoch 761 | loss: 0.0309336 | val_loss: 0.0309628 | Time: 3759.34 ms [2020-12-14 16:10:03 main:581] : INFO : Epoch 762 | loss: 0.0309253 | val_loss: 0.030949 | Time: 3718.4 ms [2020-12-14 16:10:07 main:581] : INFO : Epoch 763 | loss: 0.030929 | val_loss: 0.0309823 | Time: 3715.03 ms [2020-12-14 16:10:11 main:581] : INFO : Epoch 764 | loss: 0.0309428 | val_loss: 0.0309707 | Time: 3735.16 ms [2020-12-14 16:10:15 main:581] : INFO : Epoch 765 | loss: 0.0309355 | val_loss: 0.0309653 | Time: 3737.12 ms [2020-12-14 16:10:18 main:581] : INFO : Epoch 766 | loss: 0.030931 | val_loss: 0.0309623 | Time: 3773.02 ms [2020-12-14 16:10:22 main:581] : INFO : Epoch 767 | loss: 0.0309267 | val_loss: 0.0309736 | Time: 3704.73 ms [2020-12-14 16:10:26 main:581] : INFO : Epoch 768 | loss: 0.0309303 | val_loss: 0.0309605 | Time: 3688.59 ms [2020-12-14 16:10:29 main:581] : INFO : Epoch 769 | loss: 0.0309238 | val_loss: 0.0309553 | Time: 3667.12 ms [2020-12-14 16:10:33 main:581] : INFO : Epoch 770 | loss: 0.0309217 | val_loss: 0.0309538 | Time: 3710.23 ms [2020-12-14 16:10:37 main:581] : INFO : Epoch 771 | loss: 0.0309187 | val_loss: 0.0309522 | Time: 3688.51 ms [2020-12-14 16:10:40 main:581] : INFO : Epoch 772 | loss: 0.0309208 | val_loss: 0.0309507 | Time: 3674.01 ms [2020-12-14 16:10:44 main:581] : INFO : Epoch 773 | loss: 0.0309214 | val_loss: 0.0309494 | Time: 3714.73 ms [2020-12-14 16:10:48 main:581] : INFO : Epoch 774 | loss: 0.0309131 | val_loss: 0.0309538 | Time: 3691.02 ms [2020-12-14 16:10:52 main:581] : INFO : Epoch 775 | loss: 0.0309153 | val_loss: 0.0309604 | Time: 3658.74 ms [2020-12-14 16:10:55 main:581] : INFO : Epoch 776 | loss: 0.0309092 | val_loss: 0.0309572 | Time: 3721.67 ms [2020-12-14 16:10:59 main:581] : INFO : Epoch 777 | loss: 0.0309095 | val_loss: 0.0309715 | Time: 3709.3 ms [2020-12-14 16:11:03 main:581] : INFO : Epoch 778 | loss: 0.0309127 | val_loss: 0.0309461 | Time: 3672.75 ms [2020-12-14 16:11:06 main:581] : INFO : Epoch 779 | loss: 0.0309219 | val_loss: 0.0309543 | Time: 3673.55 ms [2020-12-14 16:11:10 main:581] : INFO : Epoch 780 | loss: 0.0309456 | val_loss: 0.0309617 | Time: 3703.85 ms [2020-12-14 16:11:14 main:581] : INFO : Epoch 781 | loss: 0.0309413 | val_loss: 0.0309595 | Time: 3627.83 ms [2020-12-14 16:11:17 main:581] : INFO : Epoch 782 | loss: 0.0309334 | val_loss: 0.030947 | Time: 3704.17 ms [2020-12-14 16:11:21 main:581] : INFO : Epoch 783 | loss: 0.0309243 | val_loss: 0.0309441 | Time: 3703.59 ms [2020-12-14 16:11:25 main:581] : INFO : Epoch 784 | loss: 0.0309274 | val_loss: 0.0309501 | Time: 3702.85 ms [2020-12-14 16:11:28 main:581] : INFO : Epoch 785 | loss: 0.0309231 | val_loss: 0.0309569 | Time: 3683.06 ms [2020-12-14 16:11:32 main:581] : INFO : Epoch 786 | loss: 0.0309193 | val_loss: 0.0309524 | Time: 3722.97 ms [2020-12-14 16:11:36 main:581] : INFO : Epoch 787 | loss: 0.0309298 | val_loss: 0.0309499 | Time: 3683.87 ms [2020-12-14 16:11:40 main:581] : INFO : Epoch 788 | loss: 0.0309184 | val_loss: 0.0309563 | Time: 3735.04 ms [2020-12-14 16:11:43 main:581] : INFO : Epoch 789 | loss: 0.0309163 | val_loss: 0.0309437 | Time: 3724.86 ms [2020-12-14 16:11:47 main:581] : INFO : Epoch 790 | loss: 0.0309213 | val_loss: 0.0309485 | Time: 3730.86 ms [2020-12-14 16:11:51 main:581] : INFO : Epoch 791 | loss: 0.0309138 | val_loss: 0.0309534 | Time: 3723.65 ms [2020-12-14 16:11:55 main:581] : INFO : Epoch 792 | loss: 0.0309071 | val_loss: 0.0309377 | Time: 3745.35 ms [2020-12-14 16:11:58 main:581] : INFO : Epoch 793 | loss: 0.0309021 | val_loss: 0.0309301 | Time: 3726.95 ms [2020-12-14 16:12:02 main:581] : INFO : Epoch 794 | loss: 0.0309059 | val_loss: 0.030941 | Time: 3708.73 ms [2020-12-14 16:12:06 main:581] : INFO : Epoch 795 | loss: 0.0309027 | val_loss: 0.0309439 | Time: 3749.99 ms [2020-12-14 16:12:09 main:581] : INFO : Epoch 796 | loss: 0.0309023 | val_loss: 0.0309392 | Time: 3695.46 ms [2020-12-14 16:12:13 main:581] : INFO : Epoch 797 | loss: 0.030902 | val_loss: 0.0309478 | Time: 3698.7 ms [2020-12-14 16:12:17 main:581] : INFO : Epoch 798 | loss: 0.0308923 | val_loss: 0.0309397 | Time: 3725.32 ms [2020-12-14 16:12:21 main:581] : INFO : Epoch 799 | loss: 0.0309048 | val_loss: 0.0309612 | Time: 3739.31 ms [2020-12-14 16:12:24 main:581] : INFO : Epoch 800 | loss: 0.0309147 | val_loss: 0.0309456 | Time: 3736.36 ms [2020-12-14 16:12:28 main:581] : INFO : Epoch 801 | loss: 0.0309382 | val_loss: 0.030975 | Time: 3724.98 ms [2020-12-14 16:12:32 main:581] : INFO : Epoch 802 | loss: 0.0309254 | val_loss: 0.0309445 | Time: 3735.41 ms [2020-12-14 16:12:35 main:581] : INFO : Epoch 803 | loss: 0.0309044 | val_loss: 0.0309273 | Time: 3721.89 ms [2020-12-14 16:12:39 main:581] : INFO : Epoch 804 | loss: 0.0308983 | val_loss: 0.0309287 | Time: 3739.59 ms [2020-12-14 16:12:43 main:581] : INFO : Epoch 805 | loss: 0.0308953 | val_loss: 0.0309326 | Time: 3669.69 ms [2020-12-14 16:12:47 main:581] : INFO : Epoch 806 | loss: 0.0308861 | val_loss: 0.0309205 | Time: 3689 ms [2020-12-14 16:12:50 main:581] : INFO : Epoch 807 | loss: 0.0308832 | val_loss: 0.0309358 | Time: 3723.45 ms [2020-12-14 16:12:54 main:581] : INFO : Epoch 808 | loss: 0.0308902 | val_loss: 0.0309375 | Time: 3683.78 ms [2020-12-14 16:12:58 main:581] : INFO : Epoch 809 | loss: 0.0309079 | val_loss: 0.030937 | Time: 3721.23 ms [2020-12-14 16:13:01 main:581] : INFO : Epoch 810 | loss: 0.0308978 | val_loss: 0.0309247 | Time: 3741.78 ms [2020-12-14 16:13:05 main:581] : INFO : Epoch 811 | loss: 0.030892 | val_loss: 0.0309245 | Time: 3758.58 ms [2020-12-14 16:13:09 main:581] : INFO : Epoch 812 | loss: 0.0309037 | val_loss: 0.0309467 | Time: 3722.95 ms [2020-12-14 16:13:13 main:581] : INFO : Epoch 813 | loss: 0.0309172 | val_loss: 0.0309405 | Time: 3690.66 ms [2020-12-14 16:13:16 main:581] : INFO : Epoch 814 | loss: 0.0309028 | val_loss: 0.0309336 | Time: 3683.98 ms [2020-12-14 16:13:20 main:581] : INFO : Epoch 815 | loss: 0.0309 | val_loss: 0.0309209 | Time: 3643.98 ms [2020-12-14 16:13:24 main:581] : INFO : Epoch 816 | loss: 0.0309053 | val_loss: 0.0309398 | Time: 3700.25 ms [2020-12-14 16:13:27 main:581] : INFO : Epoch 817 | loss: 0.0308937 | val_loss: 0.0309258 | Time: 3674.34 ms [2020-12-14 16:13:31 main:581] : INFO : Epoch 818 | loss: 0.0308946 | val_loss: 0.0309418 | Time: 3694.38 ms [2020-12-14 16:13:35 main:581] : INFO : Epoch 819 | loss: 0.0309053 | val_loss: 0.0309344 | Time: 3670.07 ms [2020-12-14 16:13:38 main:581] : INFO : Epoch 820 | loss: 0.030915 | val_loss: 0.0309446 | Time: 3699.37 ms [2020-12-14 16:13:42 main:581] : INFO : Epoch 821 | loss: 0.0309015 | val_loss: 0.0309167 | Time: 3700.49 ms [2020-12-14 16:13:46 main:581] : INFO : Epoch 822 | loss: 0.0308911 | val_loss: 0.0309173 | Time: 3688.27 ms [2020-12-14 16:13:49 main:581] : INFO : Epoch 823 | loss: 0.0308941 | val_loss: 0.0309255 | Time: 3689.86 ms [2020-12-14 16:13:53 main:581] : INFO : Epoch 824 | loss: 0.0308858 | val_loss: 0.0309081 | Time: 3714.49 ms [2020-12-14 16:13:57 main:581] : INFO : Epoch 825 | loss: 0.0309037 | val_loss: 0.0309279 | Time: 3697.99 ms [2020-12-14 16:14:01 main:581] : INFO : Epoch 826 | loss: 0.0309124 | val_loss: 0.0309549 | Time: 3713.01 ms [2020-12-14 16:14:04 main:581] : INFO : Epoch 827 | loss: 0.0309693 | val_loss: 0.0309754 | Time: 3689.75 ms [2020-12-14 16:14:08 main:581] : INFO : Epoch 828 | loss: 0.03096 | val_loss: 0.0309581 | Time: 3707.1 ms [2020-12-14 16:14:12 main:581] : INFO : Epoch 829 | loss: 0.0309312 | val_loss: 0.0309671 | Time: 3711.94 ms [2020-12-14 16:14:15 main:581] : INFO : Epoch 830 | loss: 0.0309312 | val_loss: 0.0309516 | Time: 3716.95 ms [2020-12-14 16:14:19 main:581] : INFO : Epoch 831 | loss: 0.0309132 | val_loss: 0.0309384 | Time: 3685.87 ms [2020-12-14 16:14:23 main:581] : INFO : Epoch 832 | loss: 0.0309014 | val_loss: 0.0309283 | Time: 3723.45 ms [2020-12-14 16:14:26 main:581] : INFO : Epoch 833 | loss: 0.0308985 | val_loss: 0.0309323 | Time: 3663.03 ms [2020-12-14 16:14:30 main:581] : INFO : Epoch 834 | loss: 0.0308932 | val_loss: 0.0309266 | Time: 3708.78 ms [2020-12-14 16:14:34 main:581] : INFO : Epoch 835 | loss: 0.0308893 | val_loss: 0.0309075 | Time: 3697 ms [2020-12-14 16:14:38 main:581] : INFO : Epoch 836 | loss: 0.03089 | val_loss: 0.030906 | Time: 3740.29 ms [2020-12-14 16:14:41 main:581] : INFO : Epoch 837 | loss: 0.0308835 | val_loss: 0.0309082 | Time: 3684.39 ms [2020-12-14 16:14:45 main:581] : INFO : Epoch 838 | loss: 0.0308841 | val_loss: 0.0309098 | Time: 3671.2 ms [2020-12-14 16:14:49 main:581] : INFO : Epoch 839 | loss: 0.030883 | val_loss: 0.0309146 | Time: 3713.73 ms [2020-12-14 16:14:52 main:581] : INFO : Epoch 840 | loss: 0.0308862 | val_loss: 0.0309189 | Time: 3621.41 ms [2020-12-14 16:14:56 main:581] : INFO : Epoch 841 | loss: 0.0308889 | val_loss: 0.0309071 | Time: 3636.56 ms [2020-12-14 16:15:00 main:581] : INFO : Epoch 842 | loss: 0.0308821 | val_loss: 0.0309132 | Time: 3708.64 ms [2020-12-14 16:15:03 main:581] : INFO : Epoch 843 | loss: 0.0308852 | val_loss: 0.0309139 | Time: 3654.68 ms [2020-12-14 16:15:07 main:581] : INFO : Epoch 844 | loss: 0.0308849 | val_loss: 0.0309084 | Time: 3692.24 ms [2020-12-14 16:15:11 main:581] : INFO : Epoch 845 | loss: 0.03088 | val_loss: 0.0309017 | Time: 3681.09 ms [2020-12-14 16:15:14 main:581] : INFO : Epoch 846 | loss: 0.0308792 | val_loss: 0.0309127 | Time: 3698.75 ms [2020-12-14 16:15:18 main:581] : INFO : Epoch 847 | loss: 0.0308841 | val_loss: 0.0309064 | Time: 3690.16 ms [2020-12-14 16:15:22 main:581] : INFO : Epoch 848 | loss: 0.0308853 | val_loss: 0.0309107 | Time: 3684 ms [2020-12-14 16:15:25 main:581] : INFO : Epoch 849 | loss: 0.0308802 | val_loss: 0.0309077 | Time: 3666.04 ms [2020-12-14 16:15:29 main:581] : INFO : Epoch 850 | loss: 0.0308886 | val_loss: 0.0309134 | Time: 3683.62 ms [2020-12-14 16:15:33 main:581] : INFO : Epoch 851 | loss: 0.030901 | val_loss: 0.0309207 | Time: 3704.28 ms [2020-12-14 16:15:37 main:581] : INFO : Epoch 852 | loss: 0.0309025 | val_loss: 0.0309162 | Time: 3697.79 ms [2020-12-14 16:15:40 main:581] : INFO : Epoch 853 | loss: 0.03091 | val_loss: 0.0309125 | Time: 3689.66 ms [2020-12-14 16:15:44 main:581] : INFO : Epoch 854 | loss: 0.0309007 | val_loss: 0.0309294 | Time: 3707.57 ms [2020-12-14 16:15:48 main:581] : INFO : Epoch 855 | loss: 0.0309292 | val_loss: 0.0309508 | Time: 3621.85 ms [2020-12-14 16:15:51 main:581] : INFO : Epoch 856 | loss: 0.0309358 | val_loss: 0.0309585 | Time: 3719.29 ms [2020-12-14 16:15:55 main:581] : INFO : Epoch 857 | loss: 0.0309277 | val_loss: 0.0309545 | Time: 3736.4 ms [2020-12-14 16:15:59 main:581] : INFO : Epoch 858 | loss: 0.0309099 | val_loss: 0.0309428 | Time: 3681.11 ms [2020-12-14 16:16:02 main:581] : INFO : Epoch 859 | loss: 0.0309057 | val_loss: 0.0309426 | Time: 3672.95 ms [2020-12-14 16:16:06 main:581] : INFO : Epoch 860 | loss: 0.030902 | val_loss: 0.0309476 | Time: 3703.92 ms [2020-12-14 16:16:10 main:581] : INFO : Epoch 861 | loss: 0.0309019 | val_loss: 0.0309431 | Time: 3735.79 ms [2020-12-14 16:16:14 main:581] : INFO : Epoch 862 | loss: 0.0309068 | val_loss: 0.0309491 | Time: 3705.05 ms [2020-12-14 16:16:17 main:581] : INFO : Epoch 863 | loss: 0.0309154 | val_loss: 0.0309355 | Time: 3694.01 ms [2020-12-14 16:16:21 main:581] : INFO : Epoch 864 | loss: 0.0309063 | val_loss: 0.0309297 | Time: 3741.03 ms [2020-12-14 16:16:25 main:581] : INFO : Epoch 865 | loss: 0.0308974 | val_loss: 0.0309304 | Time: 3705.39 ms [2020-12-14 16:16:28 main:581] : INFO : Epoch 866 | loss: 0.0308973 | val_loss: 0.0309408 | Time: 3695.59 ms [2020-12-14 16:16:32 main:581] : INFO : Epoch 867 | loss: 0.0309246 | val_loss: 0.0310148 | Time: 3735.29 ms [2020-12-14 16:16:36 main:581] : INFO : Epoch 868 | loss: 0.030927 | val_loss: 0.0309288 | Time: 3711.8 ms [2020-12-14 16:16:39 main:581] : INFO : Epoch 869 | loss: 0.0309073 | val_loss: 0.0309212 | Time: 3663.54 ms [2020-12-14 16:16:43 main:581] : INFO : Epoch 870 | loss: 0.0308907 | val_loss: 0.0309287 | Time: 3712.04 ms [2020-12-14 16:16:47 main:581] : INFO : Epoch 871 | loss: 0.0308874 | val_loss: 0.0309068 | Time: 3671.05 ms [2020-12-14 16:16:51 main:581] : INFO : Epoch 872 | loss: 0.0308783 | val_loss: 0.0309084 | Time: 3661.21 ms [2020-12-14 16:16:54 main:581] : INFO : Epoch 873 | loss: 0.0308767 | val_loss: 0.0309045 | Time: 3734.09 ms [2020-12-14 16:16:58 main:581] : INFO : Epoch 874 | loss: 0.0308691 | val_loss: 0.0309141 | Time: 3710.21 ms [2020-12-14 16:17:02 main:581] : INFO : Epoch 875 | loss: 0.0308687 | val_loss: 0.0309019 | Time: 3698.38 ms [2020-12-14 16:17:05 main:581] : INFO : Epoch 876 | loss: 0.0308664 | val_loss: 0.0308982 | Time: 3738.55 ms [2020-12-14 16:17:09 main:581] : INFO : Epoch 877 | loss: 0.0308646 | val_loss: 0.0308993 | Time: 3722.6 ms [2020-12-14 16:17:13 main:581] : INFO : Epoch 878 | loss: 0.0308711 | val_loss: 0.0308903 | Time: 3695.4 ms [2020-12-14 16:17:17 main:581] : INFO : Epoch 879 | loss: 0.0308587 | val_loss: 0.0308871 | Time: 3695.32 ms [2020-12-14 16:17:20 main:581] : INFO : Epoch 880 | loss: 0.0308517 | val_loss: 0.0308826 | Time: 3718.21 ms [2020-12-14 16:17:24 main:581] : INFO : Epoch 881 | loss: 0.0308484 | val_loss: 0.0308878 | Time: 3722.09 ms [2020-12-14 16:17:28 main:581] : INFO : Epoch 882 | loss: 0.0308522 | val_loss: 0.0309088 | Time: 3746.12 ms [2020-12-14 16:17:31 main:581] : INFO : Epoch 883 | loss: 0.0308597 | val_loss: 0.0308912 | Time: 3730.71 ms [2020-12-14 16:17:35 main:581] : INFO : Epoch 884 | loss: 0.0308568 | val_loss: 0.0308812 | Time: 3703.75 ms [2020-12-14 16:17:39 main:581] : INFO : Epoch 885 | loss: 0.0308422 | val_loss: 0.0308928 | Time: 3710.84 ms [2020-12-14 16:17:43 main:581] : INFO : Epoch 886 | loss: 0.0308373 | val_loss: 0.030884 | Time: 3772.66 ms [2020-12-14 16:17:46 main:581] : INFO : Epoch 887 | loss: 0.0308364 | val_loss: 0.0308778 | Time: 3703.22 ms [2020-12-14 16:17:50 main:581] : INFO : Epoch 888 | loss: 0.0308321 | val_loss: 0.0308795 | Time: 3671.94 ms [2020-12-14 16:17:54 main:581] : INFO : Epoch 889 | loss: 0.030833 | val_loss: 0.0308844 | Time: 3745.54 ms [2020-12-14 16:17:57 main:581] : INFO : Epoch 890 | loss: 0.030832 | val_loss: 0.030868 | Time: 3698.04 ms [2020-12-14 16:18:01 main:581] : INFO : Epoch 891 | loss: 0.0308267 | val_loss: 0.0308761 | Time: 3711.89 ms [2020-12-14 16:18:05 main:581] : INFO : Epoch 892 | loss: 0.0308397 | val_loss: 0.0308762 | Time: 3730.47 ms [2020-12-14 16:18:09 main:581] : INFO : Epoch 893 | loss: 0.0308465 | val_loss: 0.0308751 | Time: 3704.61 ms [2020-12-14 16:18:12 main:581] : INFO : Epoch 894 | loss: 0.0308378 | val_loss: 0.0308763 | Time: 3593.31 ms [2020-12-14 16:18:16 main:581] : INFO : Epoch 895 | loss: 0.0308299 | val_loss: 0.0308688 | Time: 3634.37 ms [2020-12-14 16:18:19 main:581] : INFO : Epoch 896 | loss: 0.0308289 | val_loss: 0.0308672 | Time: 3629.91 ms [2020-12-14 16:18:23 main:581] : INFO : Epoch 897 | loss: 0.0308235 | val_loss: 0.030876 | Time: 3585.53 ms [2020-12-14 16:18:27 main:581] : INFO : Epoch 898 | loss: 0.0308311 | val_loss: 0.0308634 | Time: 3566.97 ms [2020-12-14 16:18:30 main:581] : INFO : Epoch 899 | loss: 0.0308327 | val_loss: 0.0308813 | Time: 3635.65 ms [2020-12-14 16:18:34 main:581] : INFO : Epoch 900 | loss: 0.0308243 | val_loss: 0.0308716 | Time: 3605.61 ms [2020-12-14 16:18:37 main:581] : INFO : Epoch 901 | loss: 0.030824 | val_loss: 0.0308682 | Time: 3582.87 ms [2020-12-14 16:18:41 main:581] : INFO : Epoch 902 | loss: 0.0308361 | val_loss: 0.0308875 | Time: 3621.39 ms [2020-12-14 16:18:45 main:581] : INFO : Epoch 903 | loss: 0.0308352 | val_loss: 0.030864 | Time: 3617.17 ms [2020-12-14 16:18:48 main:581] : INFO : Epoch 904 | loss: 0.0308222 | val_loss: 0.0308634 | Time: 3579.92 ms [2020-12-14 16:18:52 main:581] : INFO : Epoch 905 | loss: 0.0308162 | val_loss: 0.0308796 | Time: 3627.07 ms [2020-12-14 16:18:55 main:581] : INFO : Epoch 906 | loss: 0.0308215 | val_loss: 0.0308607 | Time: 3580.32 ms [2020-12-14 16:18:59 main:581] : INFO : Epoch 907 | loss: 0.0308202 | val_loss: 0.0308757 | Time: 3561.28 ms [2020-12-14 16:19:03 main:581] : INFO : Epoch 908 | loss: 0.0308079 | val_loss: 0.0308585 | Time: 3602.78 ms [2020-12-14 16:19:06 main:581] : INFO : Epoch 909 | loss: 0.0308055 | val_loss: 0.0308684 | Time: 3632.5 ms [2020-12-14 16:19:10 main:581] : INFO : Epoch 910 | loss: 0.0308038 | val_loss: 0.0308501 | Time: 3587.66 ms [2020-12-14 16:19:13 main:581] : INFO : Epoch 911 | loss: 0.0307989 | val_loss: 0.0308489 | Time: 3612.66 ms [2020-12-14 16:19:17 main:581] : INFO : Epoch 912 | loss: 0.0307949 | val_loss: 0.0308441 | Time: 3642.34 ms [2020-12-14 16:19:21 main:581] : INFO : Epoch 913 | loss: 0.0307914 | val_loss: 0.0308415 | Time: 3599.51 ms [2020-12-14 16:19:24 main:581] : INFO : Epoch 914 | loss: 0.0307953 | val_loss: 0.0308507 | Time: 3579.6 ms [2020-12-14 16:19:28 main:581] : INFO : Epoch 915 | loss: 0.0308038 | val_loss: 0.0308899 | Time: 3604.26 ms [2020-12-14 16:19:31 main:581] : INFO : Epoch 916 | loss: 0.0308084 | val_loss: 0.0308477 | Time: 3599.29 ms [2020-12-14 16:19:35 main:581] : INFO : Epoch 917 | loss: 0.0307992 | val_loss: 0.0308511 | Time: 3584.59 ms [2020-12-14 16:19:39 main:581] : INFO : Epoch 918 | loss: 0.0307969 | val_loss: 0.0308415 | Time: 3653.97 ms [2020-12-14 16:19:42 main:581] : INFO : Epoch 919 | loss: 0.0308031 | val_loss: 0.0308507 | Time: 3612.61 ms [2020-12-14 16:19:46 main:581] : INFO : Epoch 920 | loss: 0.0307997 | val_loss: 0.030851 | Time: 3589.56 ms [2020-12-14 16:19:50 main:581] : INFO : Epoch 921 | loss: 0.0308046 | val_loss: 0.0308626 | Time: 3637.49 ms [2020-12-14 16:19:53 main:581] : INFO : Epoch 922 | loss: 0.0308079 | val_loss: 0.0308703 | Time: 3636.61 ms [2020-12-14 16:19:57 main:581] : INFO : Epoch 923 | loss: 0.0307943 | val_loss: 0.0308607 | Time: 3574.28 ms [2020-12-14 16:20:00 main:581] : INFO : Epoch 924 | loss: 0.0308019 | val_loss: 0.0308473 | Time: 3615.94 ms [2020-12-14 16:20:04 main:581] : INFO : Epoch 925 | loss: 0.0308003 | val_loss: 0.0308428 | Time: 3649.43 ms [2020-12-14 16:20:08 main:581] : INFO : Epoch 926 | loss: 0.030789 | val_loss: 0.03085 | Time: 3597.99 ms [2020-12-14 16:20:11 main:581] : INFO : Epoch 927 | loss: 0.0307919 | val_loss: 0.030867 | Time: 3572.1 ms [2020-12-14 16:20:15 main:581] : INFO : Epoch 928 | loss: 0.0307876 | val_loss: 0.0308602 | Time: 3631.76 ms [2020-12-14 16:20:18 main:581] : INFO : Epoch 929 | loss: 0.0307947 | val_loss: 0.03087 | Time: 3584.48 ms [2020-12-14 16:20:22 main:581] : INFO : Epoch 930 | loss: 0.0308101 | val_loss: 0.0308877 | Time: 3614.77 ms [2020-12-14 16:20:26 main:581] : INFO : Epoch 931 | loss: 0.0307961 | val_loss: 0.0308669 | Time: 3617.54 ms [2020-12-14 16:20:29 main:581] : INFO : Epoch 932 | loss: 0.0308366 | val_loss: 0.0309643 | Time: 3623.65 ms [2020-12-14 16:20:33 main:581] : INFO : Epoch 933 | loss: 0.0309452 | val_loss: 0.0309467 | Time: 3583.75 ms [2020-12-14 16:20:36 main:581] : INFO : Epoch 934 | loss: 0.0309208 | val_loss: 0.030935 | Time: 3621.76 ms [2020-12-14 16:20:40 main:581] : INFO : Epoch 935 | loss: 0.030905 | val_loss: 0.0309209 | Time: 3617.52 ms [2020-12-14 16:20:44 main:581] : INFO : Epoch 936 | loss: 0.0308928 | val_loss: 0.0308898 | Time: 3593.1 ms [2020-12-14 16:20:47 main:581] : INFO : Epoch 937 | loss: 0.030874 | val_loss: 0.0308947 | Time: 3583.9 ms [2020-12-14 16:20:51 main:581] : INFO : Epoch 938 | loss: 0.0308512 | val_loss: 0.0308825 | Time: 3619.55 ms [2020-12-14 16:20:54 main:581] : INFO : Epoch 939 | loss: 0.0308415 | val_loss: 0.0308872 | Time: 3596.29 ms [2020-12-14 16:20:58 main:581] : INFO : Epoch 940 | loss: 0.0308387 | val_loss: 0.0308882 | Time: 3619.6 ms [2020-12-14 16:21:02 main:581] : INFO : Epoch 941 | loss: 0.0308242 | val_loss: 0.0308734 | Time: 3621.13 ms [2020-12-14 16:21:05 main:581] : INFO : Epoch 942 | loss: 0.0308209 | val_loss: 0.0308748 | Time: 3610.26 ms [2020-12-14 16:21:09 main:581] : INFO : Epoch 943 | loss: 0.0308225 | val_loss: 0.0308669 | Time: 3601.35 ms [2020-12-14 16:21:13 main:581] : INFO : Epoch 944 | loss: 0.030807 | val_loss: 0.0308623 | Time: 3631.64 ms [2020-12-14 16:21:16 main:581] : INFO : Epoch 945 | loss: 0.0308128 | val_loss: 0.0308555 | Time: 3605.77 ms [2020-12-14 16:21:20 main:581] : INFO : Epoch 946 | loss: 0.0308063 | val_loss: 0.0308558 | Time: 3576.64 ms [2020-12-14 16:21:23 main:581] : INFO : Epoch 947 | loss: 0.030805 | val_loss: 0.0308576 | Time: 3613.62 ms [2020-12-14 16:21:27 main:581] : INFO : Epoch 948 | loss: 0.0308038 | val_loss: 0.0308696 | Time: 3583.27 ms [2020-12-14 16:21:31 main:581] : INFO : Epoch 949 | loss: 0.0308013 | val_loss: 0.0308557 | Time: 3603.58 ms [2020-12-14 16:21:34 main:581] : INFO : Epoch 950 | loss: 0.0308088 | val_loss: 0.0308796 | Time: 3639.89 ms [2020-12-14 16:21:38 main:581] : INFO : Epoch 951 | loss: 0.0308171 | val_loss: 0.030862 | Time: 3626.32 ms [2020-12-14 16:21:41 main:581] : INFO : Epoch 952 | loss: 0.0307977 | val_loss: 0.0308551 | Time: 3595.19 ms [2020-12-14 16:21:45 main:581] : INFO : Epoch 953 | loss: 0.0308033 | val_loss: 0.0308629 | Time: 3622.54 ms [2020-12-14 16:21:49 main:581] : INFO : Epoch 954 | loss: 0.0308124 | val_loss: 0.0308584 | Time: 3623.73 ms [2020-12-14 16:21:52 main:581] : INFO : Epoch 955 | loss: 0.0307969 | val_loss: 0.0308556 | Time: 3613.71 ms [2020-12-14 16:21:56 main:581] : INFO : Epoch 956 | loss: 0.0307927 | val_loss: 0.0308645 | Time: 3540.28 ms [2020-12-14 16:21:59 main:581] : INFO : Epoch 957 | loss: 0.0308 | val_loss: 0.0308652 | Time: 3634.36 ms [2020-12-14 16:22:03 main:581] : INFO : Epoch 958 | loss: 0.0307959 | val_loss: 0.0308594 | Time: 3558.32 ms [2020-12-14 16:22:07 main:581] : INFO : Epoch 959 | loss: 0.0308078 | val_loss: 0.0309092 | Time: 3604.29 ms [2020-12-14 16:22:10 main:581] : INFO : Epoch 960 | loss: 0.0308535 | val_loss: 0.0308529 | Time: 3622.91 ms [2020-12-14 16:22:14 main:581] : INFO : Epoch 961 | loss: 0.0308123 | val_loss: 0.0308655 | Time: 3614.05 ms [2020-12-14 16:22:17 main:581] : INFO : Epoch 962 | loss: 0.0308048 | val_loss: 0.0308707 | Time: 3585.03 ms [2020-12-14 16:22:21 main:581] : INFO : Epoch 963 | loss: 0.0308003 | val_loss: 0.0308499 | Time: 3602.72 ms [2020-12-14 16:22:25 main:581] : INFO : Epoch 964 | loss: 0.0307948 | val_loss: 0.03085 | Time: 3617.92 ms [2020-12-14 16:22:28 main:581] : INFO : Epoch 965 | loss: 0.030791 | val_loss: 0.0308477 | Time: 3602.92 ms [2020-12-14 16:22:32 main:581] : INFO : Epoch 966 | loss: 0.030798 | val_loss: 0.0308555 | Time: 3568.16 ms [2020-12-14 16:22:35 main:581] : INFO : Epoch 967 | loss: 0.0307929 | val_loss: 0.0308355 | Time: 3636.36 ms [2020-12-14 16:22:39 main:581] : INFO : Epoch 968 | loss: 0.030795 | val_loss: 0.030846 | Time: 3623.9 ms [2020-12-14 16:22:43 main:581] : INFO : Epoch 969 | loss: 0.0307954 | val_loss: 0.0308632 | Time: 3617.07 ms [2020-12-14 16:22:46 main:581] : INFO : Epoch 970 | loss: 0.0307925 | val_loss: 0.0308539 | Time: 3617.66 ms [2020-12-14 16:22:50 main:581] : INFO : Epoch 971 | loss: 0.030786 | val_loss: 0.0308618 | Time: 3637.67 ms [2020-12-14 16:22:54 main:581] : INFO : Epoch 972 | loss: 0.0307918 | val_loss: 0.0308601 | Time: 3571.09 ms [2020-12-14 16:22:57 main:581] : INFO : Epoch 973 | loss: 0.0307919 | val_loss: 0.0308512 | Time: 3615.87 ms [2020-12-14 16:23:01 main:581] : INFO : Epoch 974 | loss: 0.0308217 | val_loss: 0.0308628 | Time: 3613.23 ms [2020-12-14 16:23:04 main:581] : INFO : Epoch 975 | loss: 0.030817 | val_loss: 0.0308857 | Time: 3575.86 ms [2020-12-14 16:23:08 main:581] : INFO : Epoch 976 | loss: 0.0308145 | val_loss: 0.0308629 | Time: 3601.02 ms [2020-12-14 16:23:12 main:581] : INFO : Epoch 977 | loss: 0.0307997 | val_loss: 0.030863 | Time: 3637.33 ms [2020-12-14 16:23:15 main:581] : INFO : Epoch 978 | loss: 0.0307926 | val_loss: 0.0308818 | Time: 3604.42 ms [2020-12-14 16:23:19 main:581] : INFO : Epoch 979 | loss: 0.0307941 | val_loss: 0.0308643 | Time: 3617.19 ms [2020-12-14 16:23:22 main:581] : INFO : Epoch 980 | loss: 0.0307898 | val_loss: 0.0308528 | Time: 3626.7 ms [2020-12-14 16:23:26 main:581] : INFO : Epoch 981 | loss: 0.0307912 | val_loss: 0.0308518 | Time: 3604.87 ms [2020-12-14 16:23:30 main:581] : INFO : Epoch 982 | loss: 0.0307844 | val_loss: 0.0308507 | Time: 3586.16 ms [2020-12-14 16:23:33 main:581] : INFO : Epoch 983 | loss: 0.0307777 | val_loss: 0.0308613 | Time: 3630.11 ms [2020-12-14 16:23:37 main:581] : INFO : Epoch 984 | loss: 0.0307969 | val_loss: 0.0308683 | Time: 3605.35 ms [2020-12-14 16:23:40 main:581] : INFO : Epoch 985 | loss: 0.0308006 | val_loss: 0.0308884 | Time: 3567.34 ms [2020-12-14 16:23:44 main:581] : INFO : Epoch 986 | loss: 0.0307875 | val_loss: 0.0308724 | Time: 3630.28 ms [2020-12-14 16:23:48 main:581] : INFO : Epoch 987 | loss: 0.0307887 | val_loss: 0.0308679 | Time: 3602.36 ms [2020-12-14 16:23:51 main:581] : INFO : Epoch 988 | loss: 0.0308038 | val_loss: 0.0308719 | Time: 3631.86 ms [2020-12-14 16:23:55 main:581] : INFO : Epoch 989 | loss: 0.0308022 | val_loss: 0.0308757 | Time: 3592.55 ms [2020-12-14 16:23:59 main:581] : INFO : Epoch 990 | loss: 0.0308029 | val_loss: 0.0308678 | Time: 3638.27 ms [2020-12-14 16:24:02 main:581] : INFO : Epoch 991 | loss: 0.0307962 | val_loss: 0.0308647 | Time: 3592.44 ms [2020-12-14 16:24:06 main:581] : INFO : Epoch 992 | loss: 0.0307994 | val_loss: 0.030869 | Time: 3614.82 ms [2020-12-14 16:24:09 main:581] : INFO : Epoch 993 | loss: 0.0308026 | val_loss: 0.0308656 | Time: 3626.47 ms [2020-12-14 16:24:13 main:581] : INFO : Epoch 994 | loss: 0.0308064 | val_loss: 0.030859 | Time: 3606.86 ms [2020-12-14 16:24:17 main:581] : INFO : Epoch 995 | loss: 0.0308079 | val_loss: 0.0308828 | Time: 3571.03 ms [2020-12-14 16:24:20 main:581] : INFO : Epoch 996 | loss: 0.0308247 | val_loss: 0.0308584 | Time: 3632.93 ms [2020-12-14 16:24:24 main:581] : INFO : Epoch 997 | loss: 0.0308046 | val_loss: 0.0308335 | Time: 3589.8 ms [2020-12-14 16:24:27 main:581] : INFO : Epoch 998 | loss: 0.0307974 | val_loss: 0.0308476 | Time: 3614.51 ms [2020-12-14 16:24:31 main:581] : INFO : Epoch 999 | loss: 0.0307867 | val_loss: 0.0308491 | Time: 3625.59 ms [2020-12-14 16:24:35 main:581] : INFO : Epoch 1000 | loss: 0.0307855 | val_loss: 0.0308731 | Time: 3613.69 ms [2020-12-14 16:24:38 main:581] : INFO : Epoch 1001 | loss: 0.030784 | val_loss: 0.0308553 | Time: 3607.95 ms [2020-12-14 16:24:42 main:581] : INFO : Epoch 1002 | loss: 0.0307867 | val_loss: 0.0308545 | Time: 3622.5 ms [2020-12-14 16:24:45 main:581] : INFO : Epoch 1003 | loss: 0.0307863 | val_loss: 0.0308404 | Time: 3579 ms [2020-12-14 16:24:49 main:581] : INFO : Epoch 1004 | loss: 0.0307926 | val_loss: 0.0308542 | Time: 3582.57 ms [2020-12-14 16:24:53 main:581] : INFO : Epoch 1005 | loss: 0.0308138 | val_loss: 0.0308568 | Time: 3595.03 ms [2020-12-14 16:24:56 main:581] : INFO : Epoch 1006 | loss: 0.0307949 | val_loss: 0.0308501 | Time: 3635.04 ms [2020-12-14 16:25:00 main:581] : INFO : Epoch 1007 | loss: 0.0307835 | val_loss: 0.0308612 | Time: 3591.75 ms [2020-12-14 16:25:03 main:581] : INFO : Epoch 1008 | loss: 0.0307877 | val_loss: 0.0308484 | Time: 3624.11 ms [2020-12-14 16:25:07 main:581] : INFO : Epoch 1009 | loss: 0.0307845 | val_loss: 0.0308601 | Time: 3622.38 ms [2020-12-14 16:25:11 main:581] : INFO : Epoch 1010 | loss: 0.0307826 | val_loss: 0.0308372 | Time: 3600.62 ms [2020-12-14 16:25:14 main:581] : INFO : Epoch 1011 | loss: 0.0307822 | val_loss: 0.0308312 | Time: 3597.48 ms [2020-12-14 16:25:18 main:581] : INFO : Epoch 1012 | loss: 0.0307793 | val_loss: 0.0308338 | Time: 3625.71 ms [2020-12-14 16:25:22 main:581] : INFO : Epoch 1013 | loss: 0.0307759 | val_loss: 0.0308247 | Time: 3610.34 ms [2020-12-14 16:25:25 main:581] : INFO : Epoch 1014 | loss: 0.0307902 | val_loss: 0.0308536 | Time: 3570.52 ms [2020-12-14 16:25:29 main:581] : INFO : Epoch 1015 | loss: 0.0307809 | val_loss: 0.0308361 | Time: 3590.11 ms [2020-12-14 16:25:32 main:581] : INFO : Epoch 1016 | loss: 0.0307911 | val_loss: 0.0308518 | Time: 3557.43 ms [2020-12-14 16:25:36 main:581] : INFO : Epoch 1017 | loss: 0.0307914 | val_loss: 0.0308441 | Time: 3588.85 ms [2020-12-14 16:25:39 main:581] : INFO : Epoch 1018 | loss: 0.0307838 | val_loss: 0.0308399 | Time: 3597.9 ms [2020-12-14 16:25:43 main:581] : INFO : Epoch 1019 | loss: 0.0307768 | val_loss: 0.0308353 | Time: 3631.23 ms [2020-12-14 16:25:47 main:581] : INFO : Epoch 1020 | loss: 0.0307794 | val_loss: 0.0308494 | Time: 3561.77 ms [2020-12-14 16:25:50 main:581] : INFO : Epoch 1021 | loss: 0.0307878 | val_loss: 0.030864 | Time: 3616.41 ms [2020-12-14 16:25:54 main:581] : INFO : Epoch 1022 | loss: 0.030797 | val_loss: 0.0308381 | Time: 3618.49 ms [2020-12-14 16:25:57 main:581] : INFO : Epoch 1023 | loss: 0.0308162 | val_loss: 0.0308495 | Time: 3560.68 ms [2020-12-14 16:26:01 main:581] : INFO : Epoch 1024 | loss: 0.0308015 | val_loss: 0.030841 | Time: 3568.95 ms [2020-12-14 16:26:01 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.030841 [2020-12-14 16:26:01 main:610] : INFO : Saving end state to config to file [2020-12-14 16:26:01 main:615] : INFO : Success, exiting.. 16:26:01 (5895): 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)