Task 3020265
| Name | EightBitModified-1605932478-18538-0_0 |
| Workunit | 1364538 |
| Created | 21 Nov 2020, 4:21:20 UTC |
| Sent | 25 Nov 2020, 18:34:41 UTC |
| Report deadline | 3 Dec 2020, 18:34:41 UTC |
| Received | 25 Nov 2020, 20:43:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3280 |
| Run time | 1 hours 4 min 32 sec |
| CPU time | 1 hours 4 min 29 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,385.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 40.65 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 510 | loss: 0.0626073 | val_loss: 0.0626248 | Time: 3982.2 ms [2020-11-25 11:14:11 main:581] : INFO : Epoch 511 | loss: 0.062609 | val_loss: 0.0626195 | Time: 3977.98 ms [2020-11-25 11:14:15 main:581] : INFO : Epoch 512 | loss: 0.0626158 | val_loss: 0.0626665 | Time: 3788.79 ms [2020-11-25 11:14:19 main:581] : INFO : Epoch 513 | loss: 0.0626956 | val_loss: 0.0626319 | Time: 3730.86 ms [2020-11-25 11:14:23 main:581] : INFO : Epoch 514 | loss: 0.0626209 | val_loss: 0.0626031 | Time: 3859.04 ms [2020-11-25 11:14:27 main:581] : INFO : Epoch 515 | loss: 0.0626083 | val_loss: 0.0626162 | Time: 4091.08 ms [2020-11-25 11:14:30 main:581] : INFO : Epoch 516 | loss: 0.0626106 | val_loss: 0.0626123 | Time: 3637.13 ms [2020-11-25 11:14:34 main:581] : INFO : Epoch 517 | loss: 0.0626009 | val_loss: 0.0625992 | Time: 3769.37 ms [2020-11-25 11:14:38 main:581] : INFO : Epoch 518 | loss: 0.0626051 | val_loss: 0.06264 | Time: 3888.5 ms [2020-11-25 11:14:42 main:581] : INFO : Epoch 519 | loss: 0.0627592 | val_loss: 0.062651 | Time: 3732.22 ms [2020-11-25 11:14:45 main:581] : INFO : Epoch 520 | loss: 0.0626365 | val_loss: 0.0626239 | Time: 3735.31 ms [2020-11-25 11:14:49 main:581] : INFO : Epoch 521 | loss: 0.0626126 | val_loss: 0.0626068 | Time: 3700.23 ms [2020-11-25 11:14:53 main:581] : INFO : Epoch 522 | loss: 0.062608 | val_loss: 0.0626049 | Time: 3722.93 ms [2020-11-25 11:14:57 main:581] : INFO : Epoch 523 | loss: 0.0626074 | val_loss: 0.0626308 | Time: 3819.25 ms [2020-11-25 11:15:01 main:581] : INFO : Epoch 524 | loss: 0.0626039 | val_loss: 0.062649 | Time: 3828.38 ms [2020-11-25 11:15:05 main:581] : INFO : Epoch 525 | loss: 0.0626335 | val_loss: 0.0626148 | Time: 4175.82 ms [2020-11-25 11:15:08 main:581] : INFO : Epoch 526 | loss: 0.0626185 | val_loss: 0.0626861 | Time: 3719.14 ms [2020-11-25 11:15:12 main:581] : INFO : Epoch 527 | loss: 0.0627188 | val_loss: 0.0626989 | Time: 3631.89 ms [2020-11-25 11:15:16 main:581] : INFO : Epoch 528 | loss: 0.0626274 | val_loss: 0.0626138 | Time: 3675.74 ms [2020-11-25 11:15:19 main:581] : INFO : Epoch 529 | loss: 0.0626054 | val_loss: 0.0626184 | Time: 3651.4 ms [2020-11-25 11:15:23 main:581] : INFO : Epoch 530 | loss: 0.0626186 | val_loss: 0.0626063 | Time: 3721.18 ms [2020-11-25 11:15:27 main:581] : INFO : Epoch 531 | loss: 0.0626028 | val_loss: 0.0626222 | Time: 3972.46 ms [2020-11-25 11:15:31 main:581] : INFO : Epoch 532 | loss: 0.0626325 | val_loss: 0.0628048 | Time: 3804.26 ms [2020-11-25 11:15:35 main:581] : INFO : Epoch 533 | loss: 0.0626834 | val_loss: 0.0626222 | Time: 3654.94 ms [2020-11-25 11:15:38 main:581] : INFO : Epoch 534 | loss: 0.0626075 | val_loss: 0.0626024 | Time: 3729.47 ms [2020-11-25 11:15:42 main:581] : INFO : Epoch 535 | loss: 0.0625976 | val_loss: 0.0626012 | Time: 3690.08 ms [2020-11-25 11:15:46 main:581] : INFO : Epoch 536 | loss: 0.0626041 | val_loss: 0.0626289 | Time: 3705.06 ms [2020-11-25 11:15:50 main:581] : INFO : Epoch 537 | loss: 0.0626499 | val_loss: 0.0626227 | Time: 3880.93 ms [2020-11-25 11:15:53 main:581] : INFO : Epoch 538 | loss: 0.0626247 | val_loss: 0.0626395 | Time: 3904.7 ms [2020-11-25 11:15:57 main:581] : INFO : Epoch 539 | loss: 0.0626123 | val_loss: 0.062608 | Time: 3742.99 ms [2020-11-25 11:16:01 main:581] : INFO : Epoch 540 | loss: 0.0626169 | val_loss: 0.0626732 | Time: 3670.31 ms [2020-11-25 11:16:05 main:581] : INFO : Epoch 541 | loss: 0.0627619 | val_loss: 0.0627155 | Time: 3701.08 ms [2020-11-25 11:16:08 main:581] : INFO : Epoch 542 | loss: 0.0626201 | val_loss: 0.0626103 | Time: 3730.54 ms [2020-11-25 11:16:12 main:581] : INFO : Epoch 543 | loss: 0.0626044 | val_loss: 0.0626041 | Time: 3688.95 ms [2020-11-25 11:16:16 main:581] : INFO : Epoch 544 | loss: 0.0626002 | val_loss: 0.0626139 | Time: 3711.93 ms [2020-11-25 11:16:20 main:581] : INFO : Epoch 545 | loss: 0.0626046 | val_loss: 0.0626085 | Time: 3846.3 ms [2020-11-25 11:16:23 main:581] : INFO : Epoch 546 | loss: 0.0626101 | val_loss: 0.0627422 | Time: 3700.63 ms [2020-11-25 11:16:27 main:581] : INFO : Epoch 547 | loss: 0.0627465 | val_loss: 0.0627004 | Time: 3789.9 ms [2020-11-25 11:16:31 main:581] : INFO : Epoch 548 | loss: 0.0626417 | val_loss: 0.0626184 | Time: 3708.96 ms [2020-11-25 11:16:34 main:581] : INFO : Epoch 549 | loss: 0.0626047 | val_loss: 0.0626062 | Time: 3763.93 ms [2020-11-25 11:16:38 main:581] : INFO : Epoch 550 | loss: 0.0626016 | val_loss: 0.0625917 | Time: 3817.07 ms [2020-11-25 11:16:42 main:581] : INFO : Epoch 551 | loss: 0.0625981 | val_loss: 0.062624 | Time: 3661.38 ms [2020-11-25 11:16:46 main:581] : INFO : Epoch 552 | loss: 0.06261 | val_loss: 0.0626435 | Time: 3693.67 ms [2020-11-25 11:16:49 main:581] : INFO : Epoch 553 | loss: 0.0628144 | val_loss: 0.0626346 | Time: 3690.4 ms [2020-11-25 11:16:54 main:581] : INFO : Epoch 554 | loss: 0.0626417 | val_loss: 0.0626352 | Time: 4276.47 ms [2020-11-25 11:16:57 main:581] : INFO : Epoch 555 | loss: 0.0626165 | val_loss: 0.0626357 | Time: 3846.91 ms [2020-11-25 11:17:01 main:581] : INFO : Epoch 556 | loss: 0.0626043 | val_loss: 0.0626174 | Time: 3667.73 ms [2020-11-25 11:17:05 main:581] : INFO : Epoch 557 | loss: 0.0626086 | val_loss: 0.0626297 | Time: 3646.39 ms [2020-11-25 11:17:08 main:581] : INFO : Epoch 558 | loss: 0.062618 | val_loss: 0.0626139 | Time: 3690.76 ms [2020-11-25 11:17:12 main:581] : INFO : Epoch 559 | loss: 0.0625968 | val_loss: 0.0626034 | Time: 3794.82 ms [2020-11-25 11:17:16 main:581] : INFO : Epoch 560 | loss: 0.0626057 | val_loss: 0.0626295 | Time: 4139.2 ms [2020-11-25 11:17:20 main:581] : INFO : Epoch 561 | loss: 0.0626027 | val_loss: 0.062637 | Time: 3837.87 ms [2020-11-25 11:17:24 main:581] : INFO : Epoch 562 | loss: 0.0626244 | val_loss: 0.0626083 | Time: 3683.17 ms [2020-11-25 11:17:28 main:581] : INFO : Epoch 563 | loss: 0.0626077 | val_loss: 0.0626173 | Time: 3753.93 ms [2020-11-25 11:17:32 main:581] : INFO : Epoch 564 | loss: 0.0626025 | val_loss: 0.0626238 | Time: 3861.57 ms [2020-11-25 11:17:36 main:581] : INFO : Epoch 565 | loss: 0.0627184 | val_loss: 0.0626714 | Time: 4211.23 ms [2020-11-25 11:17:39 main:581] : INFO : Epoch 566 | loss: 0.0626267 | val_loss: 0.0626204 | Time: 3724.65 ms [2020-11-25 11:17:43 main:581] : INFO : Epoch 567 | loss: 0.062602 | val_loss: 0.0626016 | Time: 3699.66 ms [2020-11-25 11:17:47 main:581] : INFO : Epoch 568 | loss: 0.0625922 | val_loss: 0.0626008 | Time: 3649.83 ms [2020-11-25 11:17:51 main:581] : INFO : Epoch 569 | loss: 0.0625917 | val_loss: 0.0625961 | Time: 3691.25 ms [2020-11-25 11:17:54 main:581] : INFO : Epoch 570 | loss: 0.0626556 | val_loss: 0.062755 | Time: 3704.22 ms [2020-11-25 11:17:58 main:581] : INFO : Epoch 571 | loss: 0.0626267 | val_loss: 0.0626219 | Time: 3785.32 ms [2020-11-25 11:18:02 main:581] : INFO : Epoch 572 | loss: 0.0626044 | val_loss: 0.062626 | Time: 3825.24 ms [2020-11-25 11:18:06 main:581] : INFO : Epoch 573 | loss: 0.0626025 | val_loss: 0.0626197 | Time: 3684.36 ms [2020-11-25 11:18:09 main:581] : INFO : Epoch 574 | loss: 0.0625977 | val_loss: 0.0626198 | Time: 3710.09 ms [2020-11-25 11:18:13 main:581] : INFO : Epoch 575 | loss: 0.0626647 | val_loss: 0.0626058 | Time: 3793.03 ms [2020-11-25 11:18:17 main:581] : INFO : Epoch 576 | loss: 0.0626029 | val_loss: 0.0626049 | Time: 3858.59 ms [2020-11-25 11:18:21 main:581] : INFO : Epoch 577 | loss: 0.0625991 | val_loss: 0.0626112 | Time: 3772.02 ms [2020-11-25 11:18:24 main:581] : INFO : Epoch 578 | loss: 0.0626486 | val_loss: 0.0626527 | Time: 3681.64 ms [2020-11-25 11:18:28 main:581] : INFO : Epoch 579 | loss: 0.0626103 | val_loss: 0.0625915 | Time: 3623.97 ms [2020-11-25 11:18:32 main:581] : INFO : Epoch 580 | loss: 0.0626055 | val_loss: 0.0625987 | Time: 3622.42 ms [2020-11-25 11:18:35 main:581] : INFO : Epoch 581 | loss: 0.0626218 | val_loss: 0.0627434 | Time: 3690.02 ms [2020-11-25 11:18:39 main:581] : INFO : Epoch 582 | loss: 0.0626659 | val_loss: 0.062617 | Time: 3780.64 ms [2020-11-25 11:18:43 main:581] : INFO : Epoch 583 | loss: 0.0626046 | val_loss: 0.0626022 | Time: 3864.45 ms [2020-11-25 11:18:47 main:581] : INFO : Epoch 584 | loss: 0.0625944 | val_loss: 0.0626095 | Time: 3780.61 ms [2020-11-25 11:18:51 main:581] : INFO : Epoch 585 | loss: 0.0626567 | val_loss: 0.0628402 | Time: 4076.67 ms [2020-11-25 11:18:55 main:581] : INFO : Epoch 586 | loss: 0.06264 | val_loss: 0.0626102 | Time: 3890.97 ms [2020-11-25 11:18:59 main:581] : INFO : Epoch 587 | loss: 0.0626024 | val_loss: 0.0626141 | Time: 3881.62 ms [2020-11-25 11:19:03 main:581] : INFO : Epoch 588 | loss: 0.0625903 | val_loss: 0.0626011 | Time: 4105.09 ms [2020-11-25 11:19:06 main:581] : INFO : Epoch 589 | loss: 0.0626197 | val_loss: 0.062795 | Time: 3707.29 ms [2020-11-25 11:19:10 main:581] : INFO : Epoch 590 | loss: 0.0626886 | val_loss: 0.0626287 | Time: 3702.34 ms [2020-11-25 11:19:14 main:581] : INFO : Epoch 591 | loss: 0.0626062 | val_loss: 0.0626001 | Time: 3712.48 ms [2020-11-25 11:19:17 main:581] : INFO : Epoch 592 | loss: 0.0625931 | val_loss: 0.0626152 | Time: 3688.62 ms [2020-11-25 11:19:21 main:581] : INFO : Epoch 593 | loss: 0.0626019 | val_loss: 0.0626028 | Time: 3854.26 ms [2020-11-25 11:19:25 main:581] : INFO : Epoch 594 | loss: 0.0625996 | val_loss: 0.0626776 | Time: 3697.43 ms [2020-11-25 11:19:29 main:581] : INFO : Epoch 595 | loss: 0.0626736 | val_loss: 0.0626222 | Time: 3875.9 ms [2020-11-25 11:19:33 main:581] : INFO : Epoch 596 | loss: 0.0626018 | val_loss: 0.0625951 | Time: 3778.71 ms [2020-11-25 11:19:37 main:581] : INFO : Epoch 597 | loss: 0.0625929 | val_loss: 0.0625999 | Time: 3870.1 ms [2020-11-25 11:19:40 main:581] : INFO : Epoch 598 | loss: 0.0626125 | val_loss: 0.062791 | Time: 3720.55 ms [2020-11-25 11:19:44 main:581] : INFO : Epoch 599 | loss: 0.0626981 | val_loss: 0.0626121 | Time: 3658.45 ms [2020-11-25 11:19:48 main:581] : INFO : Epoch 600 | loss: 0.0626091 | val_loss: 0.062609 | Time: 3739.26 ms [2020-11-25 11:19:51 main:581] : INFO : Epoch 601 | loss: 0.0625887 | val_loss: 0.0626028 | Time: 3723.43 ms [2020-11-25 11:19:55 main:581] : INFO : Epoch 602 | loss: 0.0625894 | val_loss: 0.0626145 | Time: 3789.22 ms [2020-11-25 11:19:59 main:581] : INFO : Epoch 603 | loss: 0.0626872 | val_loss: 0.0627558 | Time: 3733.81 ms [2020-11-25 11:20:03 main:581] : INFO : Epoch 604 | loss: 0.0626692 | val_loss: 0.0626289 | Time: 3651.75 ms [2020-11-25 11:20:06 main:581] : INFO : Epoch 605 | loss: 0.0626032 | val_loss: 0.0625972 | Time: 3642.79 ms [2020-11-25 11:20:10 main:581] : INFO : Epoch 606 | loss: 0.0625906 | val_loss: 0.0625987 | Time: 3645.44 ms [2020-11-25 11:20:14 main:581] : INFO : Epoch 607 | loss: 0.0625984 | val_loss: 0.062644 | Time: 3720.15 ms [2020-11-25 11:20:17 main:581] : INFO : Epoch 608 | loss: 0.0626275 | val_loss: 0.0626566 | Time: 3735.7 ms [2020-11-25 11:20:21 main:581] : INFO : Epoch 609 | loss: 0.062606 | val_loss: 0.0626018 | Time: 4185.11 ms [2020-11-25 11:20:25 main:581] : INFO : Epoch 610 | loss: 0.0626002 | val_loss: 0.0626102 | Time: 3742.69 ms [2020-11-25 11:20:29 main:581] : INFO : Epoch 611 | loss: 0.0626076 | val_loss: 0.062694 | Time: 3644.69 ms [2020-11-25 11:20:33 main:581] : INFO : Epoch 612 | loss: 0.0626928 | val_loss: 0.0626516 | Time: 4397.54 ms [2020-11-25 11:20:37 main:581] : INFO : Epoch 613 | loss: 0.0626113 | val_loss: 0.0626036 | Time: 3772.77 ms [2020-11-25 11:20:41 main:581] : INFO : Epoch 614 | loss: 0.0625886 | val_loss: 0.0626113 | Time: 3690.11 ms [2020-11-25 11:20:44 main:581] : INFO : Epoch 615 | loss: 0.062611 | val_loss: 0.062657 | Time: 3683.69 ms [2020-11-25 11:20:48 main:581] : INFO : Epoch 616 | loss: 0.0626154 | val_loss: 0.0626094 | Time: 3755.84 ms [2020-11-25 11:20:52 main:581] : INFO : Epoch 617 | loss: 0.0625988 | val_loss: 0.0626442 | Time: 3822.57 ms [2020-11-25 11:20:56 main:581] : INFO : Epoch 618 | loss: 0.062663 | val_loss: 0.0626902 | Time: 4237.62 ms [2020-11-25 11:21:00 main:581] : INFO : Epoch 619 | loss: 0.0626332 | val_loss: 0.0626054 | Time: 3720.63 ms [2020-11-25 11:21:04 main:581] : INFO : Epoch 620 | loss: 0.0625984 | val_loss: 0.0626218 | Time: 3962.58 ms [2020-11-25 11:21:08 main:581] : INFO : Epoch 621 | loss: 0.0625938 | val_loss: 0.0625987 | Time: 3788.9 ms [2020-11-25 11:21:11 main:581] : INFO : Epoch 622 | loss: 0.0626471 | val_loss: 0.0628419 | Time: 3734.08 ms [2020-11-25 11:21:15 main:581] : INFO : Epoch 623 | loss: 0.0626732 | val_loss: 0.0626342 | Time: 3673.8 ms [2020-11-25 11:21:19 main:581] : INFO : Epoch 624 | loss: 0.0626141 | val_loss: 0.062605 | Time: 3723.02 ms [2020-11-25 11:21:23 main:581] : INFO : Epoch 625 | loss: 0.0625871 | val_loss: 0.0625917 | Time: 3699.34 ms [2020-11-25 11:21:26 main:581] : INFO : Epoch 626 | loss: 0.0625876 | val_loss: 0.0625951 | Time: 3785.84 ms [2020-11-25 11:21:30 main:581] : INFO : Epoch 627 | loss: 0.0625912 | val_loss: 0.0625945 | Time: 3692.12 ms [2020-11-25 11:21:34 main:581] : INFO : Epoch 628 | loss: 0.0626285 | val_loss: 0.0626298 | Time: 3708.59 ms [2020-11-25 11:21:38 main:581] : INFO : Epoch 629 | loss: 0.0626003 | val_loss: 0.0625999 | Time: 3863.68 ms [2020-11-25 11:21:41 main:581] : INFO : Epoch 630 | loss: 0.062625 | val_loss: 0.0629091 | Time: 3685.85 ms [2020-11-25 11:21:45 main:581] : INFO : Epoch 631 | loss: 0.0627302 | val_loss: 0.0626317 | Time: 3666.61 ms [2020-11-25 11:21:49 main:581] : INFO : Epoch 632 | loss: 0.0626747 | val_loss: 0.0626126 | Time: 3669.23 ms [2020-11-25 11:21:52 main:581] : INFO : Epoch 633 | loss: 0.0626002 | val_loss: 0.0625963 | Time: 3645.38 ms [2020-11-25 11:21:56 main:581] : INFO : Epoch 634 | loss: 0.0625907 | val_loss: 0.0626114 | Time: 3746.01 ms [2020-11-25 11:22:00 main:581] : INFO : Epoch 635 | loss: 0.0625904 | val_loss: 0.062676 | Time: 3809.16 ms [2020-11-25 11:22:03 main:581] : INFO : Epoch 636 | loss: 0.062709 | val_loss: 0.0626188 | Time: 3659.67 ms [2020-11-25 11:22:07 main:581] : INFO : Epoch 637 | loss: 0.0625976 | val_loss: 0.0626009 | Time: 3660.4 ms [2020-11-25 11:22:11 main:581] : INFO : Epoch 638 | loss: 0.0625915 | val_loss: 0.0625954 | Time: 3705.12 ms [2020-11-25 11:22:15 main:581] : INFO : Epoch 639 | loss: 0.0626075 | val_loss: 0.0626322 | Time: 3804.03 ms [2020-11-25 11:22:18 main:581] : INFO : Epoch 640 | loss: 0.0625997 | val_loss: 0.0626105 | Time: 3712.71 ms [2020-11-25 11:22:22 main:581] : INFO : Epoch 641 | loss: 0.0625888 | val_loss: 0.0626072 | Time: 3685.12 ms [2020-11-25 11:22:26 main:581] : INFO : Epoch 642 | loss: 0.0626247 | val_loss: 0.0626201 | Time: 3668.79 ms [2020-11-25 11:22:29 main:581] : INFO : Epoch 643 | loss: 0.0626249 | val_loss: 0.0626031 | Time: 3649.82 ms [2020-11-25 11:22:33 main:581] : INFO : Epoch 644 | loss: 0.0625926 | val_loss: 0.0626123 | Time: 3653.12 ms [2020-11-25 11:22:37 main:581] : INFO : Epoch 645 | loss: 0.0625989 | val_loss: 0.0625923 | Time: 3760.71 ms [2020-11-25 11:22:41 main:581] : INFO : Epoch 646 | loss: 0.0625993 | val_loss: 0.0626136 | Time: 3763.05 ms [2020-11-25 11:22:44 main:581] : INFO : Epoch 647 | loss: 0.0626452 | val_loss: 0.0626327 | Time: 3682.96 ms [2020-11-25 11:22:48 main:581] : INFO : Epoch 648 | loss: 0.0626083 | val_loss: 0.0626111 | Time: 3710.22 ms [2020-11-25 11:22:52 main:581] : INFO : Epoch 649 | loss: 0.0626036 | val_loss: 0.0626046 | Time: 3928 ms [2020-11-25 11:22:56 main:581] : INFO : Epoch 650 | loss: 0.0625916 | val_loss: 0.0625878 | Time: 4057.31 ms [2020-11-25 11:23:00 main:581] : INFO : Epoch 651 | loss: 0.0626387 | val_loss: 0.0626306 | Time: 3778.89 ms [2020-11-25 11:23:03 main:581] : INFO : Epoch 652 | loss: 0.062636 | val_loss: 0.0626112 | Time: 3697.45 ms [2020-11-25 11:23:07 main:581] : INFO : Epoch 653 | loss: 0.0626119 | val_loss: 0.0626667 | Time: 3714.95 ms [2020-11-25 11:23:11 main:581] : INFO : Epoch 654 | loss: 0.0626401 | val_loss: 0.0625999 | Time: 3627.26 ms [2020-11-25 11:23:14 main:581] : INFO : Epoch 655 | loss: 0.0625886 | val_loss: 0.0625969 | Time: 3640.3 ms [2020-11-25 11:23:18 main:581] : INFO : Epoch 656 | loss: 0.0625864 | val_loss: 0.062594 | Time: 3778.32 ms [2020-11-25 11:23:22 main:581] : INFO : Epoch 657 | loss: 0.0625899 | val_loss: 0.0626347 | Time: 3917.95 ms [2020-11-25 11:23:26 main:581] : INFO : Epoch 658 | loss: 0.0626719 | val_loss: 0.0627374 | Time: 3783.75 ms [2020-11-25 11:23:30 main:581] : INFO : Epoch 659 | loss: 0.0626267 | val_loss: 0.0626216 | Time: 3752.27 ms [2020-11-25 11:23:33 main:581] : INFO : Epoch 660 | loss: 0.0625979 | val_loss: 0.0625849 | Time: 3763.66 ms [2020-11-25 11:23:37 main:581] : INFO : Epoch 661 | loss: 0.0625945 | val_loss: 0.0626238 | Time: 3842.23 ms [2020-11-25 11:23:41 main:581] : INFO : Epoch 662 | loss: 0.0626674 | val_loss: 0.0626456 | Time: 4018.02 ms [2020-11-25 11:23:45 main:581] : INFO : Epoch 663 | loss: 0.06264 | val_loss: 0.0626535 | Time: 3759.09 ms [2020-11-25 11:23:49 main:581] : INFO : Epoch 664 | loss: 0.0626057 | val_loss: 0.0626004 | Time: 3866.84 ms [2020-11-25 11:23:53 main:581] : INFO : Epoch 665 | loss: 0.062584 | val_loss: 0.0626049 | Time: 3670.39 ms [2020-11-25 11:23:56 main:581] : INFO : Epoch 666 | loss: 0.0625921 | val_loss: 0.0626083 | Time: 3665 ms [2020-11-25 11:24:00 main:581] : INFO : Epoch 667 | loss: 0.0626043 | val_loss: 0.0626221 | Time: 3744.2 ms [2020-11-25 11:24:04 main:581] : INFO : Epoch 668 | loss: 0.0626802 | val_loss: 0.0626711 | Time: 4170.74 ms [2020-11-25 11:24:08 main:581] : INFO : Epoch 669 | loss: 0.0626427 | val_loss: 0.0626165 | Time: 3760.51 ms [2020-11-25 11:24:12 main:581] : INFO : Epoch 670 | loss: 0.0625958 | val_loss: 0.062601 | Time: 3880.64 ms [2020-11-25 11:24:16 main:581] : INFO : Epoch 671 | loss: 0.0625986 | val_loss: 0.0626022 | Time: 3789.63 ms [2020-11-25 11:24:20 main:581] : INFO : Epoch 672 | loss: 0.0625946 | val_loss: 0.0626102 | Time: 4072.67 ms [2020-11-25 11:24:23 main:581] : INFO : Epoch 673 | loss: 0.0626295 | val_loss: 0.062623 | Time: 3791.43 ms [2020-11-25 11:24:27 main:581] : INFO : Epoch 674 | loss: 0.0625996 | val_loss: 0.0625947 | Time: 3661.21 ms [2020-11-25 11:24:31 main:581] : INFO : Epoch 675 | loss: 0.0625868 | val_loss: 0.0625931 | Time: 3649.61 ms [2020-11-25 11:24:34 main:581] : INFO : Epoch 676 | loss: 0.0626741 | val_loss: 0.0626523 | Time: 3656.05 ms [2020-11-25 11:24:38 main:581] : INFO : Epoch 677 | loss: 0.0626697 | val_loss: 0.0627353 | Time: 3781.08 ms [2020-11-25 11:24:42 main:581] : INFO : Epoch 678 | loss: 0.0626409 | val_loss: 0.0626066 | Time: 4135.89 ms [2020-11-25 11:24:46 main:581] : INFO : Epoch 679 | loss: 0.0625896 | val_loss: 0.0625986 | Time: 3960.16 ms [2020-11-25 11:24:50 main:581] : INFO : Epoch 680 | loss: 0.062626 | val_loss: 0.062665 | Time: 3759.72 ms [2020-11-25 11:24:54 main:581] : INFO : Epoch 681 | loss: 0.0626164 | val_loss: 0.0626108 | Time: 3771.26 ms [2020-11-25 11:24:58 main:581] : INFO : Epoch 682 | loss: 0.0625925 | val_loss: 0.0625994 | Time: 3788.98 ms [2020-11-25 11:25:01 main:581] : INFO : Epoch 683 | loss: 0.0625859 | val_loss: 0.0625968 | Time: 3790.96 ms [2020-11-25 11:25:05 main:581] : INFO : Epoch 684 | loss: 0.0626009 | val_loss: 0.0626858 | Time: 3716.9 ms [2020-11-25 11:25:09 main:581] : INFO : Epoch 685 | loss: 0.0626261 | val_loss: 0.0626153 | Time: 3675.91 ms [2020-11-25 11:25:12 main:581] : INFO : Epoch 686 | loss: 0.0625976 | val_loss: 0.0625947 | Time: 3686.79 ms [2020-11-25 11:25:16 main:581] : INFO : Epoch 687 | loss: 0.062593 | val_loss: 0.0626501 | Time: 3665.37 ms [2020-11-25 11:25:20 main:581] : INFO : Epoch 688 | loss: 0.0626277 | val_loss: 0.062602 | Time: 3662.36 ms [2020-11-25 11:25:23 main:581] : INFO : Epoch 689 | loss: 0.0625916 | val_loss: 0.0625994 | Time: 3699.37 ms [2020-11-25 11:25:27 main:581] : INFO : Epoch 690 | loss: 0.062584 | val_loss: 0.0625816 | Time: 3845.4 ms [2020-11-25 11:25:31 main:581] : INFO : Epoch 691 | loss: 0.0626123 | val_loss: 0.0626814 | Time: 3770.83 ms [2020-11-25 11:25:35 main:581] : INFO : Epoch 692 | loss: 0.0626353 | val_loss: 0.0626138 | Time: 3939.45 ms [2020-11-25 11:25:39 main:581] : INFO : Epoch 693 | loss: 0.062589 | val_loss: 0.0625955 | Time: 3856.78 ms [2020-11-25 11:25:43 main:581] : INFO : Epoch 694 | loss: 0.0625999 | val_loss: 0.0625867 | Time: 3663.34 ms [2020-11-25 11:25:46 main:581] : INFO : Epoch 695 | loss: 0.0625935 | val_loss: 0.0626449 | Time: 3760.88 ms [2020-11-25 11:25:50 main:581] : INFO : Epoch 696 | loss: 0.0626214 | val_loss: 0.0626202 | Time: 3723.97 ms [2020-11-25 11:25:54 main:581] : INFO : Epoch 697 | loss: 0.0625957 | val_loss: 0.0625965 | Time: 3706.37 ms [2020-11-25 11:25:58 main:581] : INFO : Epoch 698 | loss: 0.0626661 | val_loss: 0.0626924 | Time: 3804.34 ms [2020-11-25 11:26:01 main:581] : INFO : Epoch 699 | loss: 0.0626631 | val_loss: 0.0626631 | Time: 3709.35 ms [2020-11-25 11:26:05 main:581] : INFO : Epoch 700 | loss: 0.0626177 | val_loss: 0.0626146 | Time: 3705.89 ms [2020-11-25 11:26:09 main:581] : INFO : Epoch 701 | loss: 0.0625943 | val_loss: 0.0626104 | Time: 3760.2 ms [2020-11-25 11:26:13 main:581] : INFO : Epoch 702 | loss: 0.0626453 | val_loss: 0.0629192 | Time: 4487.52 ms [2020-11-25 11:26:17 main:581] : INFO : Epoch 703 | loss: 0.0626724 | val_loss: 0.0626404 | Time: 3790.36 ms [2020-11-25 11:26:21 main:581] : INFO : Epoch 704 | loss: 0.0626429 | val_loss: 0.0626089 | Time: 3681.61 ms [2020-11-25 11:26:24 main:581] : INFO : Epoch 705 | loss: 0.0625908 | val_loss: 0.0625978 | Time: 3687.78 ms [2020-11-25 11:26:28 main:581] : INFO : Epoch 706 | loss: 0.062587 | val_loss: 0.0625993 | Time: 3701.76 ms [2020-11-25 11:26:32 main:581] : INFO : Epoch 707 | loss: 0.0626045 | val_loss: 0.0626831 | Time: 3735.49 ms [2020-11-25 11:26:36 main:581] : INFO : Epoch 708 | loss: 0.0626299 | val_loss: 0.0626079 | Time: 3865.41 ms [2020-11-25 11:26:39 main:581] : INFO : Epoch 709 | loss: 0.0625883 | val_loss: 0.0626012 | Time: 3640.63 ms [2020-11-25 11:26:43 main:581] : INFO : Epoch 710 | loss: 0.0625896 | val_loss: 0.0626167 | Time: 3709.47 ms [2020-11-25 11:26:47 main:581] : INFO : Epoch 711 | loss: 0.0625985 | val_loss: 0.0626049 | Time: 3731.58 ms [2020-11-25 11:26:51 main:581] : INFO : Epoch 712 | loss: 0.0626072 | val_loss: 0.0626519 | Time: 3976.32 ms [2020-11-25 11:26:55 main:581] : INFO : Epoch 713 | loss: 0.0626451 | val_loss: 0.0626283 | Time: 3831.29 ms [2020-11-25 11:26:58 main:581] : INFO : Epoch 714 | loss: 0.0626138 | val_loss: 0.0626217 | Time: 3901.27 ms [2020-11-25 11:27:02 main:581] : INFO : Epoch 715 | loss: 0.0625898 | val_loss: 0.0625999 | Time: 3836.96 ms [2020-11-25 11:27:06 main:581] : INFO : Epoch 716 | loss: 0.0625947 | val_loss: 0.0626247 | Time: 3685.73 ms [2020-11-25 11:27:10 main:581] : INFO : Epoch 717 | loss: 0.0626314 | val_loss: 0.0626193 | Time: 3714.37 ms [2020-11-25 11:27:13 main:581] : INFO : Epoch 718 | loss: 0.0626029 | val_loss: 0.0626305 | Time: 3729.84 ms [2020-11-25 11:27:17 main:581] : INFO : Epoch 719 | loss: 0.0626094 | val_loss: 0.0625954 | Time: 3690.19 ms [2020-11-25 11:27:21 main:581] : INFO : Epoch 720 | loss: 0.0625952 | val_loss: 0.0625842 | Time: 3707.85 ms [2020-11-25 11:27:25 main:581] : INFO : Epoch 721 | loss: 0.0625844 | val_loss: 0.0625943 | Time: 3703.37 ms [2020-11-25 11:27:28 main:581] : INFO : Epoch 722 | loss: 0.0626235 | val_loss: 0.0626836 | Time: 3797.18 ms [2020-11-25 11:27:32 main:581] : INFO : Epoch 723 | loss: 0.0626299 | val_loss: 0.0626189 | Time: 3906.72 ms [2020-11-25 11:27:36 main:581] : INFO : Epoch 724 | loss: 0.0625925 | val_loss: 0.0625942 | Time: 3755.47 ms [2020-11-25 11:27:40 main:581] : INFO : Epoch 725 | loss: 0.062626 | val_loss: 0.0626205 | Time: 3715.74 ms [2020-11-25 11:27:44 main:581] : INFO : Epoch 726 | loss: 0.0626367 | val_loss: 0.0626225 | Time: 4230.04 ms [2020-11-25 11:27:48 main:581] : INFO : Epoch 727 | loss: 0.0625983 | val_loss: 0.0626103 | Time: 4095.48 ms [2020-11-25 11:27:52 main:581] : INFO : Epoch 728 | loss: 0.0625865 | val_loss: 0.0626114 | Time: 3661 ms [2020-11-25 11:27:55 main:581] : INFO : Epoch 729 | loss: 0.0625874 | val_loss: 0.0625897 | Time: 3728.77 ms [2020-11-25 11:27:59 main:581] : INFO : Epoch 730 | loss: 0.0626129 | val_loss: 0.0627138 | Time: 3703.33 ms [2020-11-25 11:28:03 main:581] : INFO : Epoch 731 | loss: 0.0626695 | val_loss: 0.062608 | Time: 3707.39 ms [2020-11-25 11:28:07 main:581] : INFO : Epoch 732 | loss: 0.0626143 | val_loss: 0.0626957 | Time: 3769.62 ms [2020-11-25 11:28:10 main:581] : INFO : Epoch 733 | loss: 0.0626293 | val_loss: 0.0626057 | Time: 3816.34 ms [2020-11-25 11:28:13 main:581] : INFO : Epoch 734 | loss: 0.0626004 | val_loss: 0.0625963 | Time: 2887.01 ms [2020-11-25 11:28:17 main:581] : INFO : Epoch 735 | loss: 0.0625971 | val_loss: 0.0626223 | Time: 3709.42 ms [2020-11-25 11:28:21 main:581] : INFO : Epoch 736 | loss: 0.062619 | val_loss: 0.0625967 | Time: 3676 ms [2020-11-25 11:28:24 main:581] : INFO : Epoch 737 | loss: 0.0625925 | val_loss: 0.0625981 | Time: 3647.91 ms [2020-11-25 11:28:28 main:581] : INFO : Epoch 738 | loss: 0.0626294 | val_loss: 0.0626551 | Time: 3789.97 ms [2020-11-25 11:28:32 main:581] : INFO : Epoch 739 | loss: 0.0626148 | val_loss: 0.0626025 | Time: 3711.92 ms [2020-11-25 11:28:36 main:581] : INFO : Epoch 740 | loss: 0.0625977 | val_loss: 0.062599 | Time: 3813.06 ms [2020-11-25 11:28:40 main:581] : INFO : Epoch 741 | loss: 0.0625823 | val_loss: 0.0625837 | Time: 3902.88 ms [2020-11-25 11:28:43 main:581] : INFO : Epoch 742 | loss: 0.0626097 | val_loss: 0.0627283 | Time: 3726.15 ms [2020-11-25 11:28:47 main:581] : INFO : Epoch 743 | loss: 0.0626209 | val_loss: 0.0626076 | Time: 3746.55 ms [2020-11-25 11:28:50 main:581] : INFO : Epoch 744 | loss: 0.0626005 | val_loss: 0.0626032 | Time: 2717.66 ms [2020-11-25 11:28:53 main:581] : INFO : Epoch 745 | loss: 0.0626019 | val_loss: 0.062635 | Time: 3655.17 ms [2020-11-25 11:28:57 main:581] : INFO : Epoch 746 | loss: 0.0626157 | val_loss: 0.0626123 | Time: 3811.26 ms [2020-11-25 11:29:01 main:581] : INFO : Epoch 747 | loss: 0.0625915 | val_loss: 0.0625975 | Time: 3814.64 ms [2020-11-25 11:29:05 main:581] : INFO : Epoch 748 | loss: 0.0625807 | val_loss: 0.0625841 | Time: 3998.11 ms [2020-11-25 11:29:09 main:581] : INFO : Epoch 749 | loss: 0.0625866 | val_loss: 0.0626268 | Time: 3693.59 ms [2020-11-25 11:29:12 main:581] : INFO : Epoch 750 | loss: 0.0626679 | val_loss: 0.0626321 | Time: 3712.56 ms [2020-11-25 11:29:17 main:581] : INFO : Epoch 751 | loss: 0.0626603 | val_loss: 0.0626238 | Time: 4173.37 ms [2020-11-25 11:29:20 main:581] : INFO : Epoch 752 | loss: 0.0625976 | val_loss: 0.0625956 | Time: 3695.22 ms [2020-11-25 11:29:24 main:581] : INFO : Epoch 753 | loss: 0.0625827 | val_loss: 0.0625915 | Time: 3807.71 ms [2020-11-25 11:29:28 main:581] : INFO : Epoch 754 | loss: 0.062592 | val_loss: 0.0626709 | Time: 3658.74 ms [2020-11-25 11:29:31 main:581] : INFO : Epoch 755 | loss: 0.0626146 | val_loss: 0.0626219 | Time: 3655.89 ms [2020-11-25 11:29:35 main:581] : INFO : Epoch 756 | loss: 0.0625937 | val_loss: 0.0626053 | Time: 3725.92 ms [2020-11-25 11:29:39 main:581] : INFO : Epoch 757 | loss: 0.0625972 | val_loss: 0.0625886 | Time: 3767.87 ms [2020-11-25 11:29:43 main:581] : INFO : Epoch 758 | loss: 0.0625885 | val_loss: 0.0625859 | Time: 3840.86 ms [2020-11-25 11:29:46 main:581] : INFO : Epoch 759 | loss: 0.0626074 | val_loss: 0.0626664 | Time: 3704.36 ms [2020-11-25 11:29:50 main:581] : INFO : Epoch 760 | loss: 0.0627461 | val_loss: 0.0627038 | Time: 3703.26 ms [2020-11-25 11:29:54 main:581] : INFO : Epoch 761 | loss: 0.0626482 | val_loss: 0.0626313 | Time: 3828.63 ms [2020-11-25 11:29:58 main:581] : INFO : Epoch 762 | loss: 0.0626052 | val_loss: 0.0626097 | Time: 3680.34 ms [2020-11-25 11:30:03 main:581] : INFO : Epoch 763 | loss: 0.0625889 | val_loss: 0.0625914 | Time: 5406.56 ms [2020-11-25 11:30:07 main:581] : INFO : Epoch 764 | loss: 0.0625801 | val_loss: 0.0625804 | Time: 3665.89 ms [2020-11-25 11:30:10 main:581] : INFO : Epoch 765 | loss: 0.0625813 | val_loss: 0.0625994 | Time: 3643.87 ms [2020-11-25 11:30:14 main:581] : INFO : Epoch 766 | loss: 0.0626011 | val_loss: 0.0626814 | Time: 4045.13 ms [2020-11-25 11:30:18 main:581] : INFO : Epoch 767 | loss: 0.0626305 | val_loss: 0.0626106 | Time: 3969.73 ms [2020-11-25 11:30:22 main:581] : INFO : Epoch 768 | loss: 0.0625888 | val_loss: 0.0625938 | Time: 3712.73 ms [2020-11-25 11:30:26 main:581] : INFO : Epoch 769 | loss: 0.0625867 | val_loss: 0.0625809 | Time: 4136.48 ms [2020-11-25 11:30:30 main:581] : INFO : Epoch 770 | loss: 0.0625808 | val_loss: 0.0625928 | Time: 3803.99 ms [2020-11-25 11:30:34 main:581] : INFO : Epoch 771 | loss: 0.0625926 | val_loss: 0.0626026 | Time: 3752.85 ms [2020-11-25 11:30:37 main:581] : INFO : Epoch 772 | loss: 0.0625838 | val_loss: 0.0626213 | Time: 2919.56 ms [2020-11-25 11:30:41 main:581] : INFO : Epoch 773 | loss: 0.0626675 | val_loss: 0.0626379 | Time: 3918.74 ms [2020-11-25 11:30:44 main:581] : INFO : Epoch 774 | loss: 0.062623 | val_loss: 0.0626403 | Time: 3706.75 ms [2020-11-25 11:30:48 main:581] : INFO : Epoch 775 | loss: 0.0626002 | val_loss: 0.0626209 | Time: 3799.92 ms [2020-11-25 11:30:52 main:581] : INFO : Epoch 776 | loss: 0.0626022 | val_loss: 0.0625958 | Time: 3762.48 ms [2020-11-25 11:30:56 main:581] : INFO : Epoch 777 | loss: 0.062591 | val_loss: 0.0626008 | Time: 4122.1 ms [2020-11-25 11:31:00 main:581] : INFO : Epoch 778 | loss: 0.0625977 | val_loss: 0.0626343 | Time: 4047.73 ms [2020-11-25 11:31:04 main:581] : INFO : Epoch 779 | loss: 0.0626096 | val_loss: 0.0626004 | Time: 3733.12 ms [2020-11-25 11:31:08 main:581] : INFO : Epoch 780 | loss: 0.0626062 | val_loss: 0.0625959 | Time: 3942.57 ms [2020-11-25 11:31:12 main:581] : INFO : Epoch 781 | loss: 0.0625889 | val_loss: 0.0625897 | Time: 3795.98 ms [2020-11-25 11:31:15 main:581] : INFO : Epoch 782 | loss: 0.0625978 | val_loss: 0.0627159 | Time: 3674.15 ms [2020-11-25 11:31:19 main:581] : INFO : Epoch 783 | loss: 0.0626609 | val_loss: 0.0626219 | Time: 3670.91 ms [2020-11-25 11:31:23 main:581] : INFO : Epoch 784 | loss: 0.0625932 | val_loss: 0.0625972 | Time: 3644.08 ms [2020-11-25 11:31:26 main:581] : INFO : Epoch 785 | loss: 0.0625836 | val_loss: 0.0625888 | Time: 3680.35 ms [2020-11-25 11:31:30 main:581] : INFO : Epoch 786 | loss: 0.0626313 | val_loss: 0.0626209 | Time: 3679.82 ms [2020-11-25 11:31:34 main:581] : INFO : Epoch 787 | loss: 0.0625917 | val_loss: 0.0626309 | Time: 4127.21 ms [2020-11-25 11:31:38 main:581] : INFO : Epoch 788 | loss: 0.0625988 | val_loss: 0.0626148 | Time: 3690.03 ms [2020-11-25 11:31:41 main:581] : INFO : Epoch 789 | loss: 0.062592 | val_loss: 0.0625861 | Time: 3727.68 ms [2020-11-25 11:31:45 main:581] : INFO : Epoch 790 | loss: 0.0625874 | val_loss: 0.0626151 | Time: 3704.11 ms [2020-11-25 11:31:48 main:581] : INFO : Epoch 791 | loss: 0.0626034 | val_loss: 0.0626395 | Time: 3271.17 ms [2020-11-25 11:31:52 main:581] : INFO : Epoch 792 | loss: 0.0626302 | val_loss: 0.0626329 | Time: 3798.51 ms [2020-11-25 11:31:56 main:581] : INFO : Epoch 793 | loss: 0.0626058 | val_loss: 0.0625974 | Time: 3709.46 ms [2020-11-25 11:32:00 main:581] : INFO : Epoch 794 | loss: 0.0625828 | val_loss: 0.0625927 | Time: 3663.08 ms [2020-11-25 11:32:03 main:581] : INFO : Epoch 795 | loss: 0.0626577 | val_loss: 0.0626892 | Time: 3756.17 ms [2020-11-25 11:32:07 main:581] : INFO : Epoch 796 | loss: 0.0626386 | val_loss: 0.0626415 | Time: 3668.04 ms [2020-11-25 11:32:11 main:581] : INFO : Epoch 797 | loss: 0.0626055 | val_loss: 0.0625961 | Time: 3642.34 ms [2020-11-25 11:32:14 main:581] : INFO : Epoch 798 | loss: 0.0625844 | val_loss: 0.0626031 | Time: 3685.24 ms [2020-11-25 11:32:18 main:581] : INFO : Epoch 799 | loss: 0.0625889 | val_loss: 0.0625951 | Time: 3710.83 ms [2020-11-25 11:32:22 main:581] : INFO : Epoch 800 | loss: 0.0625775 | val_loss: 0.06258 | Time: 3786.8 ms [2020-11-25 11:32:26 main:581] : INFO : Epoch 801 | loss: 0.0625946 | val_loss: 0.0626154 | Time: 3975.95 ms [2020-11-25 11:32:30 main:581] : INFO : Epoch 802 | loss: 0.0626334 | val_loss: 0.0626966 | Time: 3866.2 ms [2020-11-25 11:32:33 main:581] : INFO : Epoch 803 | loss: 0.0626184 | val_loss: 0.0626017 | Time: 3752.36 ms [2020-11-25 11:32:37 main:581] : INFO : Epoch 804 | loss: 0.0625916 | val_loss: 0.0626049 | Time: 3856.99 ms [2020-11-25 11:32:41 main:581] : INFO : Epoch 805 | loss: 0.062593 | val_loss: 0.0625924 | Time: 3763.49 ms [2020-11-25 11:32:45 main:581] : INFO : Epoch 806 | loss: 0.0625909 | val_loss: 0.062623 | Time: 3628.67 ms [2020-11-25 11:32:48 main:581] : INFO : Epoch 807 | loss: 0.0625912 | val_loss: 0.0625869 | Time: 3727.23 ms [2020-11-25 11:32:52 main:581] : INFO : Epoch 808 | loss: 0.0625974 | val_loss: 0.0626544 | Time: 3668.52 ms [2020-11-25 11:32:56 main:581] : INFO : Epoch 809 | loss: 0.0626342 | val_loss: 0.0626177 | Time: 3684.7 ms [2020-11-25 11:33:00 main:581] : INFO : Epoch 810 | loss: 0.0626007 | val_loss: 0.0625993 | Time: 3734.74 ms [2020-11-25 11:33:03 main:581] : INFO : Epoch 811 | loss: 0.0625797 | val_loss: 0.0625976 | Time: 3693.48 ms [2020-11-25 11:33:07 main:581] : INFO : Epoch 812 | loss: 0.06258 | val_loss: 0.0626111 | Time: 3753.8 ms [2020-11-25 11:33:11 main:581] : INFO : Epoch 813 | loss: 0.0626251 | val_loss: 0.0626277 | Time: 3712.89 ms [2020-11-25 11:33:14 main:581] : INFO : Epoch 814 | loss: 0.0626055 | val_loss: 0.0626338 | Time: 3784.29 ms [2020-11-25 11:33:18 main:581] : INFO : Epoch 815 | loss: 0.0626013 | val_loss: 0.0626002 | Time: 3712.81 ms [2020-11-25 11:33:22 main:581] : INFO : Epoch 816 | loss: 0.0625906 | val_loss: 0.0625925 | Time: 3731.63 ms [2020-11-25 11:33:26 main:581] : INFO : Epoch 817 | loss: 0.0626065 | val_loss: 0.0626962 | Time: 3675.08 ms [2020-11-25 11:33:29 main:581] : INFO : Epoch 818 | loss: 0.0626461 | val_loss: 0.06261 | Time: 3752.43 ms [2020-11-25 11:33:33 main:581] : INFO : Epoch 819 | loss: 0.0625949 | val_loss: 0.0625944 | Time: 4110.4 ms [2020-11-25 11:33:37 main:581] : INFO : Epoch 820 | loss: 0.0625845 | val_loss: 0.0625809 | Time: 3636.32 ms [2020-11-25 11:33:41 main:581] : INFO : Epoch 821 | loss: 0.0625797 | val_loss: 0.0626082 | Time: 3634.04 ms [2020-11-25 11:33:45 main:581] : INFO : Epoch 822 | loss: 0.062615 | val_loss: 0.0626416 | Time: 3991.68 ms [2020-11-25 11:33:49 main:581] : INFO : Epoch 823 | loss: 0.0626367 | val_loss: 0.0626034 | Time: 4038.61 ms [2020-11-25 11:33:53 main:581] : INFO : Epoch 824 | loss: 0.0626058 | val_loss: 0.0625935 | Time: 3805.21 ms [2020-11-25 11:33:57 main:581] : INFO : Epoch 825 | loss: 0.0625858 | val_loss: 0.0625865 | Time: 4055.74 ms [2020-11-25 11:34:00 main:581] : INFO : Epoch 826 | loss: 0.0625812 | val_loss: 0.0625945 | Time: 3747.34 ms [2020-11-25 11:34:04 main:581] : INFO : Epoch 827 | loss: 0.0625937 | val_loss: 0.0626116 | Time: 3695.01 ms [2020-11-25 11:34:08 main:581] : INFO : Epoch 828 | loss: 0.0626165 | val_loss: 0.0626198 | Time: 3670.95 ms [2020-11-25 11:34:11 main:581] : INFO : Epoch 829 | loss: 0.0625876 | val_loss: 0.0625983 | Time: 3665.63 ms [2020-11-25 11:34:15 main:581] : INFO : Epoch 830 | loss: 0.0625884 | val_loss: 0.0626016 | Time: 3785.81 ms [2020-11-25 11:34:19 main:581] : INFO : Epoch 831 | loss: 0.0626455 | val_loss: 0.0626649 | Time: 3707.23 ms [2020-11-25 11:34:23 main:581] : INFO : Epoch 832 | loss: 0.0626228 | val_loss: 0.0626001 | Time: 3820.44 ms [2020-11-25 11:34:26 main:581] : INFO : Epoch 833 | loss: 0.0625941 | val_loss: 0.0626009 | Time: 3662.88 ms [2020-11-25 11:34:30 main:581] : INFO : Epoch 834 | loss: 0.0625834 | val_loss: 0.062592 | Time: 3670.94 ms [2020-11-25 11:34:34 main:581] : INFO : Epoch 835 | loss: 0.0625754 | val_loss: 0.0625856 | Time: 3776.23 ms [2020-11-25 11:34:38 main:581] : INFO : Epoch 836 | loss: 0.0626116 | val_loss: 0.0626493 | Time: 3685.36 ms [2020-11-25 11:34:41 main:581] : INFO : Epoch 837 | loss: 0.0626079 | val_loss: 0.062596 | Time: 3697.72 ms [2020-11-25 11:34:45 main:581] : INFO : Epoch 838 | loss: 0.0625809 | val_loss: 0.0625928 | Time: 3747.09 ms [2020-11-25 11:34:49 main:581] : INFO : Epoch 839 | loss: 0.0625859 | val_loss: 0.0626071 | Time: 3695.78 ms [2020-11-25 11:34:52 main:581] : INFO : Epoch 840 | loss: 0.0626211 | val_loss: 0.0626071 | Time: 3766.04 ms [2020-11-25 11:34:56 main:581] : INFO : Epoch 841 | loss: 0.0626194 | val_loss: 0.0626096 | Time: 3734.53 ms [2020-11-25 11:35:00 main:581] : INFO : Epoch 842 | loss: 0.0626013 | val_loss: 0.0626197 | Time: 3649.58 ms [2020-11-25 11:35:04 main:581] : INFO : Epoch 843 | loss: 0.0626004 | val_loss: 0.0626295 | Time: 3792.17 ms [2020-11-25 11:35:08 main:581] : INFO : Epoch 844 | loss: 0.0626295 | val_loss: 0.0626174 | Time: 3953.1 ms [2020-11-25 11:35:11 main:581] : INFO : Epoch 845 | loss: 0.0626005 | val_loss: 0.0626138 | Time: 3709.6 ms [2020-11-25 11:35:15 main:581] : INFO : Epoch 846 | loss: 0.0626019 | val_loss: 0.0625879 | Time: 3742.13 ms [2020-11-25 11:35:19 main:581] : INFO : Epoch 847 | loss: 0.0625848 | val_loss: 0.0626036 | Time: 3755.8 ms [2020-11-25 11:35:23 main:581] : INFO : Epoch 848 | loss: 0.0625941 | val_loss: 0.0626563 | Time: 4000.25 ms [2020-11-25 11:35:27 main:581] : INFO : Epoch 849 | loss: 0.0626291 | val_loss: 0.0626202 | Time: 3962.34 ms [2020-11-25 11:35:30 main:581] : INFO : Epoch 850 | loss: 0.0626031 | val_loss: 0.0626051 | Time: 3656.66 ms [2020-11-25 11:35:34 main:581] : INFO : Epoch 851 | loss: 0.0625804 | val_loss: 0.0626057 | Time: 3641.79 ms [2020-11-25 11:35:38 main:581] : INFO : Epoch 852 | loss: 0.0625951 | val_loss: 0.0626047 | Time: 3713.04 ms [2020-11-25 11:35:42 main:581] : INFO : Epoch 853 | loss: 0.0625961 | val_loss: 0.0626454 | Time: 3799.81 ms [2020-11-25 11:35:45 main:581] : INFO : Epoch 854 | loss: 0.0626239 | val_loss: 0.062611 | Time: 3742.2 ms [2020-11-25 11:35:49 main:581] : INFO : Epoch 855 | loss: 0.0625919 | val_loss: 0.062587 | Time: 3723.83 ms [2020-11-25 11:35:53 main:581] : INFO : Epoch 856 | loss: 0.062585 | val_loss: 0.0626083 | Time: 3712.61 ms [2020-11-25 11:35:57 main:581] : INFO : Epoch 857 | loss: 0.062586 | val_loss: 0.0625889 | Time: 3795.17 ms [2020-11-25 11:36:00 main:581] : INFO : Epoch 858 | loss: 0.0625957 | val_loss: 0.0626054 | Time: 3756.03 ms [2020-11-25 11:36:04 main:581] : INFO : Epoch 859 | loss: 0.0625851 | val_loss: 0.0626009 | Time: 3708.24 ms [2020-11-25 11:36:08 main:581] : INFO : Epoch 860 | loss: 0.0625989 | val_loss: 0.0626137 | Time: 3717.6 ms [2020-11-25 11:36:11 main:581] : INFO : Epoch 861 | loss: 0.0626025 | val_loss: 0.0626307 | Time: 3741.42 ms [2020-11-25 11:36:15 main:581] : INFO : Epoch 862 | loss: 0.0626399 | val_loss: 0.0626084 | Time: 3697.02 ms [2020-11-25 11:36:19 main:581] : INFO : Epoch 863 | loss: 0.0625875 | val_loss: 0.0625943 | Time: 3717.19 ms [2020-11-25 11:36:23 main:581] : INFO : Epoch 864 | loss: 0.0625984 | val_loss: 0.0626189 | Time: 3660.75 ms [2020-11-25 11:36:26 main:581] : INFO : Epoch 865 | loss: 0.0625952 | val_loss: 0.0625878 | Time: 3697.83 ms [2020-11-25 11:36:30 main:581] : INFO : Epoch 866 | loss: 0.062579 | val_loss: 0.0625965 | Time: 3771.88 ms [2020-11-25 11:36:34 main:581] : INFO : Epoch 867 | loss: 0.0625899 | val_loss: 0.0626093 | Time: 3782.9 ms [2020-11-25 11:36:38 main:581] : INFO : Epoch 868 | loss: 0.0625968 | val_loss: 0.0626052 | Time: 3735.3 ms [2020-11-25 11:36:41 main:581] : INFO : Epoch 869 | loss: 0.0626073 | val_loss: 0.0627119 | Time: 3757.09 ms [2020-11-25 11:36:45 main:581] : INFO : Epoch 870 | loss: 0.0626462 | val_loss: 0.0626069 | Time: 3678.15 ms [2020-11-25 11:36:49 main:581] : INFO : Epoch 871 | loss: 0.0625956 | val_loss: 0.062605 | Time: 3771.42 ms [2020-11-25 11:36:52 main:581] : INFO : Epoch 872 | loss: 0.0625866 | val_loss: 0.062582 | Time: 3755.17 ms [2020-11-25 11:36:56 main:581] : INFO : Epoch 873 | loss: 0.0626051 | val_loss: 0.0626787 | Time: 3706.46 ms [2020-11-25 11:37:00 main:581] : INFO : Epoch 874 | loss: 0.0626238 | val_loss: 0.0626063 | Time: 3754.96 ms [2020-11-25 11:37:04 main:581] : INFO : Epoch 875 | loss: 0.0625824 | val_loss: 0.0625935 | Time: 3691.64 ms [2020-11-25 11:37:07 main:581] : INFO : Epoch 876 | loss: 0.062578 | val_loss: 0.0625788 | Time: 3851.62 ms [2020-11-25 11:37:11 main:581] : INFO : Epoch 877 | loss: 0.0625754 | val_loss: 0.0625793 | Time: 3707.07 ms [2020-11-25 11:37:15 main:581] : INFO : Epoch 878 | loss: 0.0625874 | val_loss: 0.0626572 | Time: 3742.19 ms [2020-11-25 11:37:19 main:581] : INFO : Epoch 879 | loss: 0.0626879 | val_loss: 0.0626385 | Time: 3731.93 ms [2020-11-25 11:37:22 main:581] : INFO : Epoch 880 | loss: 0.0626389 | val_loss: 0.062646 | Time: 3689.36 ms [2020-11-25 11:37:26 main:581] : INFO : Epoch 881 | loss: 0.0626019 | val_loss: 0.0626006 | Time: 3657.2 ms [2020-11-25 11:37:30 main:581] : INFO : Epoch 882 | loss: 0.0625803 | val_loss: 0.062588 | Time: 3643.74 ms [2020-11-25 11:37:33 main:581] : INFO : Epoch 883 | loss: 0.0626231 | val_loss: 0.0626205 | Time: 3639.6 ms [2020-11-25 11:37:37 main:581] : INFO : Epoch 884 | loss: 0.0625941 | val_loss: 0.0625982 | Time: 3920.96 ms [2020-11-25 11:37:41 main:581] : INFO : Epoch 885 | loss: 0.0625867 | val_loss: 0.0625899 | Time: 4002.85 ms [2020-11-25 11:37:45 main:581] : INFO : Epoch 886 | loss: 0.0625866 | val_loss: 0.0625884 | Time: 3693.68 ms [2020-11-25 11:37:49 main:581] : INFO : Epoch 887 | loss: 0.0625776 | val_loss: 0.0625786 | Time: 3661.97 ms [2020-11-25 11:37:52 main:581] : INFO : Epoch 888 | loss: 0.0626039 | val_loss: 0.0626149 | Time: 3806.58 ms [2020-11-25 11:37:57 main:581] : INFO : Epoch 889 | loss: 0.062584 | val_loss: 0.0625876 | Time: 4212.07 ms [2020-11-25 11:38:00 main:581] : INFO : Epoch 890 | loss: 0.0625981 | val_loss: 0.0626254 | Time: 3674.86 ms [2020-11-25 11:38:04 main:581] : INFO : Epoch 891 | loss: 0.0626257 | val_loss: 0.0626136 | Time: 3669.9 ms [2020-11-25 11:38:10 main:581] : INFO : Epoch 892 | loss: 0.0625904 | val_loss: 0.062602 | Time: 6122.92 ms [2020-11-25 11:38:14 main:581] : INFO : Epoch 893 | loss: 0.062587 | val_loss: 0.062597 | Time: 3692.44 ms [2020-11-25 11:38:18 main:581] : INFO : Epoch 894 | loss: 0.0626136 | val_loss: 0.0626145 | Time: 3910.68 ms [2020-11-25 11:38:21 main:581] : INFO : Epoch 895 | loss: 0.0625913 | val_loss: 0.0626008 | Time: 3663.68 ms [2020-11-25 11:38:25 main:581] : INFO : Epoch 896 | loss: 0.0625909 | val_loss: 0.0625855 | Time: 3676.3 ms [2020-11-25 11:38:29 main:581] : INFO : Epoch 897 | loss: 0.062591 | val_loss: 0.0625905 | Time: 3924.14 ms [2020-11-25 11:38:33 main:581] : INFO : Epoch 898 | loss: 0.0625973 | val_loss: 0.0626879 | Time: 3821.38 ms [2020-11-25 11:38:37 main:581] : INFO : Epoch 899 | loss: 0.0626315 | val_loss: 0.0626068 | Time: 3743.34 ms [2020-11-25 11:38:40 main:581] : INFO : Epoch 900 | loss: 0.062607 | val_loss: 0.0626032 | Time: 3737.96 ms [2020-11-25 11:38:44 main:581] : INFO : Epoch 901 | loss: 0.0625919 | val_loss: 0.0625946 | Time: 3669.03 ms [2020-11-25 11:38:48 main:581] : INFO : Epoch 902 | loss: 0.0625831 | val_loss: 0.0625933 | Time: 3632.31 ms [2020-11-25 11:38:51 main:581] : INFO : Epoch 903 | loss: 0.062581 | val_loss: 0.0625904 | Time: 3659.91 ms [2020-11-25 11:38:55 main:581] : INFO : Epoch 904 | loss: 0.0626219 | val_loss: 0.0626446 | Time: 3734.74 ms [2020-11-25 11:38:59 main:581] : INFO : Epoch 905 | loss: 0.0625971 | val_loss: 0.0625795 | Time: 4010.31 ms [2020-11-25 11:39:03 main:581] : INFO : Epoch 906 | loss: 0.0625814 | val_loss: 0.0626056 | Time: 3837.94 ms [2020-11-25 11:39:06 main:581] : INFO : Epoch 907 | loss: 0.0625957 | val_loss: 0.062596 | Time: 3654.39 ms [2020-11-25 11:39:10 main:581] : INFO : Epoch 908 | loss: 0.0625846 | val_loss: 0.0626041 | Time: 3726.39 ms [2020-11-25 11:39:14 main:581] : INFO : Epoch 909 | loss: 0.0626028 | val_loss: 0.0626456 | Time: 3698.6 ms [2020-11-25 11:39:18 main:581] : INFO : Epoch 910 | loss: 0.0626101 | val_loss: 0.0626085 | Time: 3715.77 ms [2020-11-25 11:39:21 main:581] : INFO : Epoch 911 | loss: 0.0625972 | val_loss: 0.0625897 | Time: 3795.85 ms [2020-11-25 11:39:25 main:581] : INFO : Epoch 912 | loss: 0.0625826 | val_loss: 0.0625969 | Time: 3761.77 ms [2020-11-25 11:39:29 main:581] : INFO : Epoch 913 | loss: 0.0626192 | val_loss: 0.0626255 | Time: 4145.85 ms [2020-11-25 11:39:33 main:581] : INFO : Epoch 914 | loss: 0.062597 | val_loss: 0.0625891 | Time: 3685.55 ms [2020-11-25 11:39:37 main:581] : INFO : Epoch 915 | loss: 0.0625778 | val_loss: 0.0625836 | Time: 3649.73 ms [2020-11-25 11:39:40 main:581] : INFO : Epoch 916 | loss: 0.0625829 | val_loss: 0.0625907 | Time: 3679.24 ms [2020-11-25 11:39:44 main:581] : INFO : Epoch 917 | loss: 0.0625991 | val_loss: 0.0626287 | Time: 3764.68 ms [2020-11-25 11:39:48 main:581] : INFO : Epoch 918 | loss: 0.0626072 | val_loss: 0.0626267 | Time: 3742.54 ms [2020-11-25 11:39:52 main:581] : INFO : Epoch 919 | loss: 0.0626034 | val_loss: 0.062594 | Time: 3748.24 ms [2020-11-25 11:39:55 main:581] : INFO : Epoch 920 | loss: 0.062589 | val_loss: 0.0626016 | Time: 3848.14 ms [2020-11-25 11:40:00 main:581] : INFO : Epoch 921 | loss: 0.0626092 | val_loss: 0.0627216 | Time: 4110.06 ms [2020-11-25 11:40:03 main:581] : INFO : Epoch 922 | loss: 0.062656 | val_loss: 0.0627044 | Time: 3676.93 ms [2020-11-25 11:40:07 main:581] : INFO : Epoch 923 | loss: 0.0626326 | val_loss: 0.0626024 | Time: 3703.86 ms [2020-11-25 11:40:11 main:581] : INFO : Epoch 924 | loss: 0.0625918 | val_loss: 0.0625968 | Time: 3706.33 ms [2020-11-25 11:40:14 main:581] : INFO : Epoch 925 | loss: 0.0625928 | val_loss: 0.0625982 | Time: 3727.5 ms [2020-11-25 11:40:18 main:581] : INFO : Epoch 926 | loss: 0.0625929 | val_loss: 0.0625903 | Time: 3685.12 ms [2020-11-25 11:40:22 main:581] : INFO : Epoch 927 | loss: 0.0625847 | val_loss: 0.0625978 | Time: 3678.08 ms [2020-11-25 11:40:25 main:581] : INFO : Epoch 928 | loss: 0.0625815 | val_loss: 0.0626098 | Time: 3758.24 ms [2020-11-25 11:40:29 main:581] : INFO : Epoch 929 | loss: 0.0625982 | val_loss: 0.0626743 | Time: 3957.63 ms [2020-11-25 11:40:34 main:581] : INFO : Epoch 930 | loss: 0.0626164 | val_loss: 0.062606 | Time: 4108.41 ms [2020-11-25 11:40:37 main:581] : INFO : Epoch 931 | loss: 0.0626072 | val_loss: 0.0626086 | Time: 3701.92 ms [2020-11-25 11:40:41 main:581] : INFO : Epoch 932 | loss: 0.0625869 | val_loss: 0.0625836 | Time: 3742.08 ms [2020-11-25 11:40:45 main:581] : INFO : Epoch 933 | loss: 0.0625875 | val_loss: 0.062615 | Time: 3685.72 ms [2020-11-25 11:40:48 main:581] : INFO : Epoch 934 | loss: 0.0626206 | val_loss: 0.0625836 | Time: 3691.54 ms [2020-11-25 11:40:52 main:581] : INFO : Epoch 935 | loss: 0.0625825 | val_loss: 0.0625922 | Time: 3815.21 ms [2020-11-25 11:40:56 main:581] : INFO : Epoch 936 | loss: 0.0625854 | val_loss: 0.062629 | Time: 3716.87 ms [2020-11-25 11:41:00 main:581] : INFO : Epoch 937 | loss: 0.0625961 | val_loss: 0.0626037 | Time: 3697.66 ms [2020-11-25 11:41:03 main:581] : INFO : Epoch 938 | loss: 0.0625896 | val_loss: 0.0625937 | Time: 3642.96 ms [2020-11-25 11:41:07 main:581] : INFO : Epoch 939 | loss: 0.0625885 | val_loss: 0.0626121 | Time: 3679.91 ms [2020-11-25 11:41:11 main:581] : INFO : Epoch 940 | loss: 0.0626329 | val_loss: 0.0626038 | Time: 3692.39 ms [2020-11-25 11:41:14 main:581] : INFO : Epoch 941 | loss: 0.062592 | val_loss: 0.0625917 | Time: 3729.26 ms [2020-11-25 11:41:18 main:581] : INFO : Epoch 942 | loss: 0.0625815 | val_loss: 0.0625964 | Time: 3681.87 ms [2020-11-25 11:41:22 main:581] : INFO : Epoch 943 | loss: 0.0625755 | val_loss: 0.0626051 | Time: 3789.83 ms [2020-11-25 11:41:26 main:581] : INFO : Epoch 944 | loss: 0.0626013 | val_loss: 0.062587 | Time: 3729.8 ms [2020-11-25 11:41:29 main:581] : INFO : Epoch 945 | loss: 0.0625856 | val_loss: 0.0626026 | Time: 3736.74 ms [2020-11-25 11:41:33 main:581] : INFO : Epoch 946 | loss: 0.0625876 | val_loss: 0.0625896 | Time: 3759.41 ms [2020-11-25 11:41:37 main:581] : INFO : Epoch 947 | loss: 0.0626219 | val_loss: 0.0626139 | Time: 3938.09 ms [2020-11-25 11:41:41 main:581] : INFO : Epoch 948 | loss: 0.0626001 | val_loss: 0.0625945 | Time: 3725.54 ms [2020-11-25 11:41:44 main:581] : INFO : Epoch 949 | loss: 0.0625808 | val_loss: 0.0625848 | Time: 3747.5 ms [2020-11-25 11:41:48 main:581] : INFO : Epoch 950 | loss: 0.0625924 | val_loss: 0.0626272 | Time: 3705.09 ms [2020-11-25 11:41:52 main:581] : INFO : Epoch 951 | loss: 0.0626082 | val_loss: 0.0626157 | Time: 3824.42 ms [2020-11-25 11:41:56 main:581] : INFO : Epoch 952 | loss: 0.0626008 | val_loss: 0.0625869 | Time: 3977.49 ms [2020-11-25 11:42:00 main:581] : INFO : Epoch 953 | loss: 0.0625763 | val_loss: 0.0625837 | Time: 3733.77 ms [2020-11-25 11:42:03 main:581] : INFO : Epoch 954 | loss: 0.0625792 | val_loss: 0.0626021 | Time: 3731.65 ms [2020-11-25 11:42:07 main:581] : INFO : Epoch 955 | loss: 0.0626047 | val_loss: 0.0626046 | Time: 3671.15 ms [2020-11-25 11:42:11 main:581] : INFO : Epoch 956 | loss: 0.0626416 | val_loss: 0.0626851 | Time: 3676.79 ms [2020-11-25 11:42:15 main:581] : INFO : Epoch 957 | loss: 0.062625 | val_loss: 0.0626207 | Time: 3832.63 ms [2020-11-25 11:42:18 main:581] : INFO : Epoch 958 | loss: 0.0625976 | val_loss: 0.0626025 | Time: 3822.6 ms [2020-11-25 11:42:22 main:581] : INFO : Epoch 959 | loss: 0.0625826 | val_loss: 0.0625817 | Time: 3773.18 ms [2020-11-25 11:42:26 main:581] : INFO : Epoch 960 | loss: 0.0625804 | val_loss: 0.0625906 | Time: 3749.23 ms [2020-11-25 11:42:30 main:581] : INFO : Epoch 961 | loss: 0.0625825 | val_loss: 0.062604 | Time: 3714.09 ms [2020-11-25 11:42:34 main:581] : INFO : Epoch 962 | loss: 0.062634 | val_loss: 0.0626023 | Time: 3914.44 ms [2020-11-25 11:42:37 main:581] : INFO : Epoch 963 | loss: 0.0625876 | val_loss: 0.0626097 | Time: 3701.65 ms [2020-11-25 11:42:41 main:581] : INFO : Epoch 964 | loss: 0.0625912 | val_loss: 0.0625935 | Time: 3732.28 ms [2020-11-25 11:42:45 main:581] : INFO : Epoch 965 | loss: 0.0625923 | val_loss: 0.0625927 | Time: 3656.73 ms [2020-11-25 11:42:48 main:581] : INFO : Epoch 966 | loss: 0.0625823 | val_loss: 0.0625861 | Time: 3680.62 ms [2020-11-25 11:42:52 main:581] : INFO : Epoch 967 | loss: 0.0625882 | val_loss: 0.0626398 | Time: 3723.42 ms [2020-11-25 11:42:56 main:581] : INFO : Epoch 968 | loss: 0.0626262 | val_loss: 0.0626101 | Time: 3697.32 ms [2020-11-25 11:42:59 main:581] : INFO : Epoch 969 | loss: 0.0625985 | val_loss: 0.0625975 | Time: 3743.68 ms [2020-11-25 11:43:03 main:581] : INFO : Epoch 970 | loss: 0.0625894 | val_loss: 0.0626153 | Time: 3775.53 ms [2020-11-25 11:43:07 main:581] : INFO : Epoch 971 | loss: 0.0626117 | val_loss: 0.0625927 | Time: 3697.55 ms [2020-11-25 11:43:11 main:581] : INFO : Epoch 972 | loss: 0.0625886 | val_loss: 0.0625895 | Time: 3701.84 ms [2020-11-25 11:43:14 main:581] : INFO : Epoch 973 | loss: 0.0625818 | val_loss: 0.0626017 | Time: 3765.47 ms [2020-11-25 11:43:18 main:581] : INFO : Epoch 974 | loss: 0.0626039 | val_loss: 0.0626119 | Time: 4042.84 ms [2020-11-25 11:43:22 main:581] : INFO : Epoch 975 | loss: 0.0625873 | val_loss: 0.0625815 | Time: 3934.5 ms [2020-11-25 11:43:26 main:581] : INFO : Epoch 976 | loss: 0.0626241 | val_loss: 0.0629258 | Time: 3755.9 ms [2020-11-25 11:43:30 main:581] : INFO : Epoch 977 | loss: 0.0627031 | val_loss: 0.0627349 | Time: 3676.88 ms [2020-11-25 11:43:34 main:581] : INFO : Epoch 978 | loss: 0.0675837 | val_loss: 0.0764014 | Time: 3712.85 ms [2020-11-25 11:43:37 main:581] : INFO : Epoch 979 | loss: 0.070653 | val_loss: 0.0651008 | Time: 3741.88 ms [2020-11-25 11:43:41 main:581] : INFO : Epoch 980 | loss: 0.0646343 | val_loss: 0.0635449 | Time: 3689.46 ms [2020-11-25 11:43:45 main:581] : INFO : Epoch 981 | loss: 0.0632607 | val_loss: 0.0630075 | Time: 3687.26 ms [2020-11-25 11:43:48 main:581] : INFO : Epoch 982 | loss: 0.0629289 | val_loss: 0.0628635 | Time: 3760.92 ms [2020-11-25 11:43:52 main:581] : INFO : Epoch 983 | loss: 0.0628128 | val_loss: 0.0627845 | Time: 3812.04 ms [2020-11-25 11:43:56 main:581] : INFO : Epoch 984 | loss: 0.0627602 | val_loss: 0.0627508 | Time: 4021.51 ms [2020-11-25 11:44:00 main:581] : INFO : Epoch 985 | loss: 0.0627236 | val_loss: 0.0627149 | Time: 3775.12 ms [2020-11-25 11:44:04 main:581] : INFO : Epoch 986 | loss: 0.062692 | val_loss: 0.0627077 | Time: 3664.13 ms [2020-11-25 11:44:07 main:581] : INFO : Epoch 987 | loss: 0.0626748 | val_loss: 0.0626773 | Time: 3708.46 ms [2020-11-25 11:44:11 main:581] : INFO : Epoch 988 | loss: 0.062665 | val_loss: 0.0626624 | Time: 3845.58 ms [2020-11-25 11:44:15 main:581] : INFO : Epoch 989 | loss: 0.0626414 | val_loss: 0.0626445 | Time: 3886.95 ms [2020-11-25 11:44:19 main:581] : INFO : Epoch 990 | loss: 0.0626233 | val_loss: 0.0626121 | Time: 3682.95 ms [2020-11-25 11:44:23 main:581] : INFO : Epoch 991 | loss: 0.0625768 | val_loss: 0.0625003 | Time: 3668.2 ms [2020-11-25 11:44:26 main:581] : INFO : Epoch 992 | loss: 0.0618195 | val_loss: 0.0588984 | Time: 3754.5 ms [2020-11-25 11:44:30 main:581] : INFO : Epoch 993 | loss: 0.0568263 | val_loss: 0.0526742 | Time: 3796.72 ms [2020-11-25 11:44:34 main:581] : INFO : Epoch 994 | loss: 0.0514473 | val_loss: 0.0496941 | Time: 3793.73 ms [2020-11-25 11:44:38 main:581] : INFO : Epoch 995 | loss: 0.0487876 | val_loss: 0.0477598 | Time: 3853.9 ms [2020-11-25 11:44:41 main:581] : INFO : Epoch 996 | loss: 0.0472504 | val_loss: 0.0457929 | Time: 3705.85 ms [2020-11-25 11:44:45 main:581] : INFO : Epoch 997 | loss: 0.0426473 | val_loss: 0.0359479 | Time: 4055.78 ms [2020-11-25 11:44:49 main:581] : INFO : Epoch 998 | loss: 0.0343261 | val_loss: 0.0329742 | Time: 3672.39 ms [2020-11-25 11:44:53 main:581] : INFO : Epoch 999 | loss: 0.0326358 | val_loss: 0.0323962 | Time: 3643.06 ms [2020-11-25 11:44:56 main:581] : INFO : Epoch 1000 | loss: 0.0322735 | val_loss: 0.0321828 | Time: 3660.14 ms [2020-11-25 11:45:00 main:581] : INFO : Epoch 1001 | loss: 0.0321264 | val_loss: 0.0320841 | Time: 3753.64 ms [2020-11-25 11:45:04 main:581] : INFO : Epoch 1002 | loss: 0.0320442 | val_loss: 0.0320096 | Time: 4008.87 ms [2020-11-25 11:45:08 main:581] : INFO : Epoch 1003 | loss: 0.031982 | val_loss: 0.0319626 | Time: 3699.27 ms [2020-11-25 11:45:12 main:581] : INFO : Epoch 1004 | loss: 0.0319368 | val_loss: 0.0319201 | Time: 3754.91 ms [2020-11-25 11:45:16 main:581] : INFO : Epoch 1005 | loss: 0.0318957 | val_loss: 0.0318841 | Time: 4337.21 ms [2020-11-25 11:45:20 main:581] : INFO : Epoch 1006 | loss: 0.0318629 | val_loss: 0.0318496 | Time: 3805.53 ms [2020-11-25 11:45:23 main:581] : INFO : Epoch 1007 | loss: 0.0318277 | val_loss: 0.0318205 | Time: 3657.98 ms [2020-11-25 11:45:27 main:581] : INFO : Epoch 1008 | loss: 0.031801 | val_loss: 0.0318109 | Time: 3654.08 ms [2020-11-25 11:45:31 main:581] : INFO : Epoch 1009 | loss: 0.0317752 | val_loss: 0.0317707 | Time: 3654.6 ms [2020-11-25 11:45:34 main:581] : INFO : Epoch 1010 | loss: 0.0317476 | val_loss: 0.0317555 | Time: 3669.74 ms [2020-11-25 11:45:38 main:581] : INFO : Epoch 1011 | loss: 0.0317319 | val_loss: 0.0317265 | Time: 3948.91 ms [2020-11-25 11:45:42 main:581] : INFO : Epoch 1012 | loss: 0.0317143 | val_loss: 0.0317105 | Time: 4046.37 ms [2020-11-25 11:45:46 main:581] : INFO : Epoch 1013 | loss: 0.0316932 | val_loss: 0.0316913 | Time: 3700.88 ms [2020-11-25 11:45:50 main:581] : INFO : Epoch 1014 | loss: 0.0316732 | val_loss: 0.0316786 | Time: 3718.41 ms [2020-11-25 11:45:54 main:581] : INFO : Epoch 1015 | loss: 0.0316586 | val_loss: 0.0316648 | Time: 3900.81 ms [2020-11-25 11:45:57 main:581] : INFO : Epoch 1016 | loss: 0.031716 | val_loss: 0.031676 | Time: 3699.48 ms [2020-11-25 11:46:01 main:581] : INFO : Epoch 1017 | loss: 0.0316587 | val_loss: 0.0316611 | Time: 3685.03 ms [2020-11-25 11:46:05 main:581] : INFO : Epoch 1018 | loss: 0.0316549 | val_loss: 0.031806 | Time: 3679.82 ms [2020-11-25 11:46:09 main:581] : INFO : Epoch 1019 | loss: 0.0316569 | val_loss: 0.0316336 | Time: 3702.97 ms [2020-11-25 11:46:12 main:581] : INFO : Epoch 1020 | loss: 0.0316158 | val_loss: 0.0316853 | Time: 3751.16 ms [2020-11-25 11:46:16 main:581] : INFO : Epoch 1021 | loss: 0.031642 | val_loss: 0.0316129 | Time: 3925.55 ms [2020-11-25 11:46:20 main:581] : INFO : Epoch 1022 | loss: 0.031594 | val_loss: 0.0315993 | Time: 4055.96 ms [2020-11-25 11:46:24 main:581] : INFO : Epoch 1023 | loss: 0.0317634 | val_loss: 0.0318751 | Time: 3695.12 ms [2020-11-25 11:46:28 main:581] : INFO : Epoch 1024 | loss: 0.0317065 | val_loss: 0.0316398 | Time: 3735.97 ms [2020-11-25 11:46:28 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0316398 [2020-11-25 11:46:28 main:610] : INFO : Saving end state to config to file [2020-11-25 11:46:28 main:615] : INFO : Success, exiting.. 11:46:28 (14493): 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)