Task 3017775
| Name | EightBitModified-1605931173-8811-0_0 |
| Workunit | 1362157 |
| Created | 21 Nov 2020, 3:59:35 UTC |
| Sent | 25 Nov 2020, 17:31:10 UTC |
| Report deadline | 3 Dec 2020, 17:31:10 UTC |
| Received | 25 Nov 2020, 19:38:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3280 |
| Run time | 1 hours 3 min 14 sec |
| CPU time | 1 hours 3 min 7 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>
main:581] : INFO : Epoch 510 | loss: 0.0323566 | val_loss: 0.0323854 | Time: 3561.36 ms
[2020-11-25 10:10:09 main:581] : INFO : Epoch 511 | loss: 0.0323491 | val_loss: 0.0323849 | Time: 3598.07 ms
[2020-11-25 10:10:13 main:581] : INFO : Epoch 512 | loss: 0.0323612 | val_loss: 0.0323876 | Time: 3635.33 ms
[2020-11-25 10:10:16 main:581] : INFO : Epoch 513 | loss: 0.0323458 | val_loss: 0.0323731 | Time: 3626.76 ms
[2020-11-25 10:10:20 main:581] : INFO : Epoch 514 | loss: 0.03235 | val_loss: 0.0324021 | Time: 3645.9 ms
[2020-11-25 10:10:24 main:581] : INFO : Epoch 515 | loss: 0.0324019 | val_loss: 0.0323776 | Time: 3665.32 ms
[2020-11-25 10:10:28 main:581] : INFO : Epoch 516 | loss: 0.0323508 | val_loss: 0.0323794 | Time: 4179.03 ms
[2020-11-25 10:10:32 main:581] : INFO : Epoch 517 | loss: 0.0323382 | val_loss: 0.0323658 | Time: 4063.63 ms
[2020-11-25 10:10:36 main:581] : INFO : Epoch 518 | loss: 0.0323393 | val_loss: 0.0323828 | Time: 3804.23 ms
[2020-11-25 10:10:39 main:581] : INFO : Epoch 519 | loss: 0.0323394 | val_loss: 0.0323672 | Time: 3646.54 ms
[2020-11-25 10:10:43 main:581] : INFO : Epoch 520 | loss: 0.0323353 | val_loss: 0.0323624 | Time: 3594.68 ms
[2020-11-25 10:10:47 main:581] : INFO : Epoch 521 | loss: 0.0323348 | val_loss: 0.0323762 | Time: 3627.73 ms
[2020-11-25 10:10:50 main:581] : INFO : Epoch 522 | loss: 0.0323397 | val_loss: 0.0323635 | Time: 3605.61 ms
[2020-11-25 10:10:54 main:581] : INFO : Epoch 523 | loss: 0.0323592 | val_loss: 0.0323639 | Time: 3578.67 ms
[2020-11-25 10:10:57 main:581] : INFO : Epoch 524 | loss: 0.0323485 | val_loss: 0.0323653 | Time: 3592.31 ms
[2020-11-25 10:11:01 main:581] : INFO : Epoch 525 | loss: 0.0323408 | val_loss: 0.0323604 | Time: 3655.77 ms
[2020-11-25 10:11:05 main:581] : INFO : Epoch 526 | loss: 0.0323395 | val_loss: 0.0323587 | Time: 3665.96 ms
[2020-11-25 10:11:08 main:581] : INFO : Epoch 527 | loss: 0.0323621 | val_loss: 0.0324654 | Time: 3705.36 ms
[2020-11-25 10:11:12 main:581] : INFO : Epoch 528 | loss: 0.0323633 | val_loss: 0.0323693 | Time: 3616.89 ms
[2020-11-25 10:11:16 main:581] : INFO : Epoch 529 | loss: 0.0323362 | val_loss: 0.0323611 | Time: 3753.86 ms
[2020-11-25 10:11:20 main:581] : INFO : Epoch 530 | loss: 0.0323345 | val_loss: 0.0323622 | Time: 3906.18 ms
[2020-11-25 10:11:23 main:581] : INFO : Epoch 531 | loss: 0.0323267 | val_loss: 0.0323568 | Time: 3724.45 ms
[2020-11-25 10:11:27 main:581] : INFO : Epoch 532 | loss: 0.0323329 | val_loss: 0.0323564 | Time: 3595.51 ms
[2020-11-25 10:11:31 main:581] : INFO : Epoch 533 | loss: 0.0323318 | val_loss: 0.0323599 | Time: 3575.09 ms
[2020-11-25 10:11:34 main:581] : INFO : Epoch 534 | loss: 0.0323409 | val_loss: 0.0323623 | Time: 3615.53 ms
[2020-11-25 10:11:38 main:581] : INFO : Epoch 535 | loss: 0.0323459 | val_loss: 0.0323934 | Time: 3602.51 ms
[2020-11-25 10:11:41 main:581] : INFO : Epoch 536 | loss: 0.0323558 | val_loss: 0.0323806 | Time: 3599.78 ms
[2020-11-25 10:11:45 main:581] : INFO : Epoch 537 | loss: 0.032334 | val_loss: 0.0323728 | Time: 3898.7 ms
[2020-11-25 10:11:49 main:581] : INFO : Epoch 538 | loss: 0.0323299 | val_loss: 0.0323501 | Time: 3820.44 ms
[2020-11-25 10:11:53 main:581] : INFO : Epoch 539 | loss: 0.0323315 | val_loss: 0.0323576 | Time: 3708.12 ms
[2020-11-25 10:11:57 main:581] : INFO : Epoch 540 | loss: 0.0323277 | val_loss: 0.0323654 | Time: 3634.98 ms
[2020-11-25 10:12:00 main:581] : INFO : Epoch 541 | loss: 0.0323282 | val_loss: 0.0323805 | Time: 3626.76 ms
[2020-11-25 10:12:04 main:581] : INFO : Epoch 542 | loss: 0.0324186 | val_loss: 0.0324274 | Time: 3671.27 ms
[2020-11-25 10:12:07 main:581] : INFO : Epoch 543 | loss: 0.0323493 | val_loss: 0.0323888 | Time: 3580 ms
[2020-11-25 10:12:11 main:581] : INFO : Epoch 544 | loss: 0.0323305 | val_loss: 0.0323525 | Time: 3605.93 ms
[2020-11-25 10:12:15 main:581] : INFO : Epoch 545 | loss: 0.0323239 | val_loss: 0.0323583 | Time: 3795.86 ms
[2020-11-25 10:12:18 main:581] : INFO : Epoch 546 | loss: 0.0323275 | val_loss: 0.0323498 | Time: 3589.05 ms
[2020-11-25 10:12:22 main:581] : INFO : Epoch 547 | loss: 0.0323302 | val_loss: 0.03236 | Time: 3572.05 ms
[2020-11-25 10:12:26 main:581] : INFO : Epoch 548 | loss: 0.0323309 | val_loss: 0.0323462 | Time: 3565.66 ms
[2020-11-25 10:12:29 main:581] : INFO : Epoch 549 | loss: 0.0323259 | val_loss: 0.0323546 | Time: 3660.51 ms
[2020-11-25 10:12:33 main:581] : INFO : Epoch 550 | loss: 0.0323258 | val_loss: 0.0323529 | Time: 3749.27 ms
[2020-11-25 10:12:37 main:581] : INFO : Epoch 551 | loss: 0.0323274 | val_loss: 0.0323553 | Time: 3607.82 ms
[2020-11-25 10:12:40 main:581] : INFO : Epoch 552 | loss: 0.0323263 | val_loss: 0.0323477 | Time: 3682.08 ms
[2020-11-25 10:12:44 main:581] : INFO : Epoch 553 | loss: 0.0323336 | val_loss: 0.0323755 | Time: 3818.49 ms
[2020-11-25 10:12:48 main:581] : INFO : Epoch 554 | loss: 0.0324009 | val_loss: 0.0323996 | Time: 3649.8 ms
[2020-11-25 10:12:51 main:581] : INFO : Epoch 555 | loss: 0.0323463 | val_loss: 0.0323457 | Time: 3612.08 ms
[2020-11-25 10:12:55 main:581] : INFO : Epoch 556 | loss: 0.0323258 | val_loss: 0.0323588 | Time: 3635.86 ms
[2020-11-25 10:12:59 main:581] : INFO : Epoch 557 | loss: 0.0323331 | val_loss: 0.0323571 | Time: 4135.83 ms
[2020-11-25 10:13:03 main:581] : INFO : Epoch 558 | loss: 0.0323346 | val_loss: 0.0323505 | Time: 3773.96 ms
[2020-11-25 10:13:07 main:581] : INFO : Epoch 559 | loss: 0.0323298 | val_loss: 0.0323508 | Time: 3955.45 ms
[2020-11-25 10:13:11 main:581] : INFO : Epoch 560 | loss: 0.0323204 | val_loss: 0.0323516 | Time: 3750.11 ms
[2020-11-25 10:13:14 main:581] : INFO : Epoch 561 | loss: 0.0323204 | val_loss: 0.0323648 | Time: 3644.3 ms
[2020-11-25 10:13:18 main:581] : INFO : Epoch 562 | loss: 0.0323263 | val_loss: 0.0323537 | Time: 3595.38 ms
[2020-11-25 10:13:22 main:581] : INFO : Epoch 563 | loss: 0.0323411 | val_loss: 0.0323855 | Time: 3588.31 ms
[2020-11-25 10:13:25 main:581] : INFO : Epoch 564 | loss: 0.0323516 | val_loss: 0.0323544 | Time: 3665.84 ms
[2020-11-25 10:13:29 main:581] : INFO : Epoch 565 | loss: 0.0323267 | val_loss: 0.0323643 | Time: 3637.26 ms
[2020-11-25 10:13:33 main:581] : INFO : Epoch 566 | loss: 0.0323358 | val_loss: 0.0323698 | Time: 3669.55 ms
[2020-11-25 10:13:36 main:581] : INFO : Epoch 567 | loss: 0.0323321 | val_loss: 0.0323701 | Time: 3694.75 ms
[2020-11-25 10:13:40 main:581] : INFO : Epoch 568 | loss: 0.0323211 | val_loss: 0.0323495 | Time: 4142.72 ms
[2020-11-25 10:13:44 main:581] : INFO : Epoch 569 | loss: 0.0323498 | val_loss: 0.0325402 | Time: 4019.23 ms
[2020-11-25 10:13:48 main:581] : INFO : Epoch 570 | loss: 0.0323926 | val_loss: 0.0323503 | Time: 3707.43 ms
[2020-11-25 10:13:52 main:581] : INFO : Epoch 571 | loss: 0.0323348 | val_loss: 0.0323468 | Time: 3621.12 ms
[2020-11-25 10:13:55 main:581] : INFO : Epoch 572 | loss: 0.03232 | val_loss: 0.0323632 | Time: 3656.8 ms
[2020-11-25 10:13:59 main:581] : INFO : Epoch 573 | loss: 0.0323182 | val_loss: 0.0323496 | Time: 3650.52 ms
[2020-11-25 10:14:03 main:581] : INFO : Epoch 574 | loss: 0.0323143 | val_loss: 0.032358 | Time: 3662.9 ms
[2020-11-25 10:14:06 main:581] : INFO : Epoch 575 | loss: 0.0323219 | val_loss: 0.032375 | Time: 3637.77 ms
[2020-11-25 10:14:10 main:581] : INFO : Epoch 576 | loss: 0.0323257 | val_loss: 0.0323513 | Time: 3670.62 ms
[2020-11-25 10:14:14 main:581] : INFO : Epoch 577 | loss: 0.0323118 | val_loss: 0.0323381 | Time: 3594.3 ms
[2020-11-25 10:14:17 main:581] : INFO : Epoch 578 | loss: 0.0323164 | val_loss: 0.0323618 | Time: 3590.78 ms
[2020-11-25 10:14:21 main:581] : INFO : Epoch 579 | loss: 0.0323437 | val_loss: 0.0323565 | Time: 3693.78 ms
[2020-11-25 10:14:25 main:581] : INFO : Epoch 580 | loss: 0.0323238 | val_loss: 0.0323551 | Time: 3678.75 ms
[2020-11-25 10:14:29 main:581] : INFO : Epoch 581 | loss: 0.0323184 | val_loss: 0.0323473 | Time: 3952.96 ms
[2020-11-25 10:14:32 main:581] : INFO : Epoch 582 | loss: 0.0323223 | val_loss: 0.0323408 | Time: 3708.09 ms
[2020-11-25 10:14:36 main:581] : INFO : Epoch 583 | loss: 0.0323178 | val_loss: 0.0323638 | Time: 3655.91 ms
[2020-11-25 10:14:40 main:581] : INFO : Epoch 584 | loss: 0.0323533 | val_loss: 0.0323625 | Time: 3645.93 ms
[2020-11-25 10:14:43 main:581] : INFO : Epoch 585 | loss: 0.0323221 | val_loss: 0.0323395 | Time: 3650.5 ms
[2020-11-25 10:14:47 main:581] : INFO : Epoch 586 | loss: 0.0323125 | val_loss: 0.032338 | Time: 3650.42 ms
[2020-11-25 10:14:51 main:581] : INFO : Epoch 587 | loss: 0.0323165 | val_loss: 0.0323455 | Time: 3653.27 ms
[2020-11-25 10:14:54 main:581] : INFO : Epoch 588 | loss: 0.0323633 | val_loss: 0.0323749 | Time: 3607.33 ms
[2020-11-25 10:14:58 main:581] : INFO : Epoch 589 | loss: 0.0323307 | val_loss: 0.0323375 | Time: 3657.6 ms
[2020-11-25 10:15:01 main:581] : INFO : Epoch 590 | loss: 0.0323144 | val_loss: 0.0323367 | Time: 3614.4 ms
[2020-11-25 10:15:05 main:581] : INFO : Epoch 591 | loss: 0.0323167 | val_loss: 0.0323377 | Time: 3806.25 ms
[2020-11-25 10:15:09 main:581] : INFO : Epoch 592 | loss: 0.0323128 | val_loss: 0.0323366 | Time: 3844.23 ms
[2020-11-25 10:15:13 main:581] : INFO : Epoch 593 | loss: 0.03233 | val_loss: 0.0324124 | Time: 3662.41 ms
[2020-11-25 10:15:17 main:581] : INFO : Epoch 594 | loss: 0.0323509 | val_loss: 0.0323525 | Time: 3788.6 ms
[2020-11-25 10:15:20 main:581] : INFO : Epoch 595 | loss: 0.0323154 | val_loss: 0.0323414 | Time: 3669.68 ms
[2020-11-25 10:15:24 main:581] : INFO : Epoch 596 | loss: 0.0323279 | val_loss: 0.0323475 | Time: 3648.73 ms
[2020-11-25 10:15:27 main:581] : INFO : Epoch 597 | loss: 0.0323118 | val_loss: 0.0323671 | Time: 3638.59 ms
[2020-11-25 10:15:31 main:581] : INFO : Epoch 598 | loss: 0.0323306 | val_loss: 0.0323399 | Time: 3580.39 ms
[2020-11-25 10:15:35 main:581] : INFO : Epoch 599 | loss: 0.0323144 | val_loss: 0.0323455 | Time: 3557.01 ms
[2020-11-25 10:15:38 main:581] : INFO : Epoch 600 | loss: 0.032326 | val_loss: 0.0323456 | Time: 3588.51 ms
[2020-11-25 10:15:42 main:581] : INFO : Epoch 601 | loss: 0.0323205 | val_loss: 0.0323543 | Time: 3614.89 ms
[2020-11-25 10:15:46 main:581] : INFO : Epoch 602 | loss: 0.0323325 | val_loss: 0.0324227 | Time: 3813.33 ms
[2020-11-25 10:15:49 main:581] : INFO : Epoch 603 | loss: 0.0323372 | val_loss: 0.0323377 | Time: 3672.93 ms
[2020-11-25 10:15:53 main:581] : INFO : Epoch 604 | loss: 0.0323209 | val_loss: 0.0323356 | Time: 3922.4 ms
[2020-11-25 10:15:57 main:581] : INFO : Epoch 605 | loss: 0.0323297 | val_loss: 0.0323734 | Time: 3676.78 ms
[2020-11-25 10:16:01 main:581] : INFO : Epoch 606 | loss: 0.0323209 | val_loss: 0.0323369 | Time: 3675.43 ms
[2020-11-25 10:16:04 main:581] : INFO : Epoch 607 | loss: 0.0323107 | val_loss: 0.0323453 | Time: 3632.11 ms
[2020-11-25 10:16:08 main:581] : INFO : Epoch 608 | loss: 0.0323461 | val_loss: 0.0323642 | Time: 3582.96 ms
[2020-11-25 10:16:14 main:581] : INFO : Epoch 609 | loss: 0.0323271 | val_loss: 0.0323566 | Time: 5912.12 ms
[2020-11-25 10:16:17 main:581] : INFO : Epoch 610 | loss: 0.0323183 | val_loss: 0.0323406 | Time: 3591.52 ms
[2020-11-25 10:16:21 main:581] : INFO : Epoch 611 | loss: 0.0323191 | val_loss: 0.0323653 | Time: 3612.81 ms
[2020-11-25 10:16:25 main:581] : INFO : Epoch 612 | loss: 0.0323264 | val_loss: 0.0323433 | Time: 3664.24 ms
[2020-11-25 10:16:28 main:581] : INFO : Epoch 613 | loss: 0.0323115 | val_loss: 0.0323351 | Time: 3712.02 ms
[2020-11-25 10:16:32 main:581] : INFO : Epoch 614 | loss: 0.0323084 | val_loss: 0.0323409 | Time: 3755.49 ms
[2020-11-25 10:16:36 main:581] : INFO : Epoch 615 | loss: 0.0323101 | val_loss: 0.0323427 | Time: 4097.82 ms
[2020-11-25 10:16:40 main:581] : INFO : Epoch 616 | loss: 0.0323347 | val_loss: 0.0323914 | Time: 3710.96 ms
[2020-11-25 10:16:43 main:581] : INFO : Epoch 617 | loss: 0.032336 | val_loss: 0.0323476 | Time: 3654.43 ms
[2020-11-25 10:16:47 main:581] : INFO : Epoch 618 | loss: 0.0323144 | val_loss: 0.0323413 | Time: 3635.24 ms
[2020-11-25 10:16:51 main:581] : INFO : Epoch 619 | loss: 0.03232 | val_loss: 0.0323635 | Time: 3588.77 ms
[2020-11-25 10:16:54 main:581] : INFO : Epoch 620 | loss: 0.0323253 | val_loss: 0.0323895 | Time: 3589.67 ms
[2020-11-25 10:16:58 main:581] : INFO : Epoch 621 | loss: 0.0323335 | val_loss: 0.0323675 | Time: 3574.86 ms
[2020-11-25 10:17:02 main:581] : INFO : Epoch 622 | loss: 0.0323126 | val_loss: 0.0323442 | Time: 3612.26 ms
[2020-11-25 10:17:05 main:581] : INFO : Epoch 623 | loss: 0.0323064 | val_loss: 0.0323403 | Time: 3658.46 ms
[2020-11-25 10:17:09 main:581] : INFO : Epoch 624 | loss: 0.0323149 | val_loss: 0.0323655 | Time: 3656.69 ms
[2020-11-25 10:17:13 main:581] : INFO : Epoch 625 | loss: 0.032323 | val_loss: 0.0323444 | Time: 3928.61 ms
[2020-11-25 10:17:16 main:581] : INFO : Epoch 626 | loss: 0.0323107 | val_loss: 0.032361 | Time: 3714.87 ms
[2020-11-25 10:17:20 main:581] : INFO : Epoch 627 | loss: 0.0323249 | val_loss: 0.0323535 | Time: 3867.19 ms
[2020-11-25 10:17:24 main:581] : INFO : Epoch 628 | loss: 0.0323175 | val_loss: 0.0323337 | Time: 3799.71 ms
[2020-11-25 10:17:28 main:581] : INFO : Epoch 629 | loss: 0.0323152 | val_loss: 0.032355 | Time: 3627.48 ms
[2020-11-25 10:17:31 main:581] : INFO : Epoch 630 | loss: 0.0323612 | val_loss: 0.0323756 | Time: 3621.99 ms
[2020-11-25 10:17:35 main:581] : INFO : Epoch 631 | loss: 0.0323283 | val_loss: 0.0323524 | Time: 3608.71 ms
[2020-11-25 10:17:39 main:581] : INFO : Epoch 632 | loss: 0.0323079 | val_loss: 0.0323293 | Time: 3639.63 ms
[2020-11-25 10:17:42 main:581] : INFO : Epoch 633 | loss: 0.0323035 | val_loss: 0.0323309 | Time: 3771.7 ms
[2020-11-25 10:17:46 main:581] : INFO : Epoch 634 | loss: 0.032324 | val_loss: 0.0323842 | Time: 3730.7 ms
[2020-11-25 10:17:50 main:581] : INFO : Epoch 635 | loss: 0.0323234 | val_loss: 0.0323607 | Time: 3853.02 ms
[2020-11-25 10:17:54 main:581] : INFO : Epoch 636 | loss: 0.0323206 | val_loss: 0.0323417 | Time: 3760.91 ms
[2020-11-25 10:17:57 main:581] : INFO : Epoch 637 | loss: 0.0323133 | val_loss: 0.0323409 | Time: 3699.63 ms
[2020-11-25 10:18:01 main:581] : INFO : Epoch 638 | loss: 0.0323046 | val_loss: 0.0323262 | Time: 3622.36 ms
[2020-11-25 10:18:05 main:581] : INFO : Epoch 639 | loss: 0.0323174 | val_loss: 0.0324001 | Time: 3586.03 ms
[2020-11-25 10:18:08 main:581] : INFO : Epoch 640 | loss: 0.0323525 | val_loss: 0.032351 | Time: 3595.88 ms
[2020-11-25 10:18:12 main:581] : INFO : Epoch 641 | loss: 0.0323166 | val_loss: 0.0323346 | Time: 3588.22 ms
[2020-11-25 10:18:16 main:581] : INFO : Epoch 642 | loss: 0.0323087 | val_loss: 0.0323328 | Time: 3768.96 ms
[2020-11-25 10:18:20 main:581] : INFO : Epoch 643 | loss: 0.0323052 | val_loss: 0.0323339 | Time: 3992.42 ms
[2020-11-25 10:18:23 main:581] : INFO : Epoch 644 | loss: 0.032321 | val_loss: 0.0323511 | Time: 3656.18 ms
[2020-11-25 10:18:27 main:581] : INFO : Epoch 645 | loss: 0.0323289 | val_loss: 0.0323665 | Time: 3700.21 ms
[2020-11-25 10:18:31 main:581] : INFO : Epoch 646 | loss: 0.03232 | val_loss: 0.0323484 | Time: 3755.34 ms
[2020-11-25 10:18:35 main:581] : INFO : Epoch 647 | loss: 0.0323133 | val_loss: 0.0323561 | Time: 3843.11 ms
[2020-11-25 10:18:38 main:581] : INFO : Epoch 648 | loss: 0.0323518 | val_loss: 0.0323493 | Time: 3735.82 ms
[2020-11-25 10:18:42 main:581] : INFO : Epoch 649 | loss: 0.0323193 | val_loss: 0.0323417 | Time: 3656.63 ms
[2020-11-25 10:18:46 main:581] : INFO : Epoch 650 | loss: 0.0323127 | val_loss: 0.0323397 | Time: 3656.99 ms
[2020-11-25 10:18:49 main:581] : INFO : Epoch 651 | loss: 0.0323135 | val_loss: 0.0323429 | Time: 3816.06 ms
[2020-11-25 10:18:53 main:581] : INFO : Epoch 652 | loss: 0.0323198 | val_loss: 0.0323417 | Time: 3954.14 ms
[2020-11-25 10:18:57 main:581] : INFO : Epoch 653 | loss: 0.0323128 | val_loss: 0.0323358 | Time: 3762.37 ms
[2020-11-25 10:19:01 main:581] : INFO : Epoch 654 | loss: 0.0323418 | val_loss: 0.0324127 | Time: 3636.13 ms
[2020-11-25 10:19:05 main:581] : INFO : Epoch 655 | loss: 0.03234 | val_loss: 0.0323382 | Time: 3733.8 ms
[2020-11-25 10:19:08 main:581] : INFO : Epoch 656 | loss: 0.0323084 | val_loss: 0.0323428 | Time: 3688.38 ms
[2020-11-25 10:19:12 main:581] : INFO : Epoch 657 | loss: 0.0323158 | val_loss: 0.0323311 | Time: 3777.85 ms
[2020-11-25 10:19:16 main:581] : INFO : Epoch 658 | loss: 0.0323107 | val_loss: 0.0323463 | Time: 3629.28 ms
[2020-11-25 10:19:19 main:581] : INFO : Epoch 659 | loss: 0.0323116 | val_loss: 0.0323385 | Time: 3704.29 ms
[2020-11-25 10:19:23 main:581] : INFO : Epoch 660 | loss: 0.032313 | val_loss: 0.0323574 | Time: 3632.98 ms
[2020-11-25 10:19:27 main:581] : INFO : Epoch 661 | loss: 0.0323202 | val_loss: 0.0323452 | Time: 3615.84 ms
[2020-11-25 10:19:30 main:581] : INFO : Epoch 662 | loss: 0.032332 | val_loss: 0.0323481 | Time: 3648.52 ms
[2020-11-25 10:19:34 main:581] : INFO : Epoch 663 | loss: 0.0323111 | val_loss: 0.0323434 | Time: 4031.68 ms
[2020-11-25 10:19:38 main:581] : INFO : Epoch 664 | loss: 0.0323106 | val_loss: 0.0323449 | Time: 3546.04 ms
[2020-11-25 10:19:41 main:581] : INFO : Epoch 665 | loss: 0.0323052 | val_loss: 0.0323344 | Time: 3626.18 ms
[2020-11-25 10:19:45 main:581] : INFO : Epoch 666 | loss: 0.0323435 | val_loss: 0.0323837 | Time: 3681.43 ms
[2020-11-25 10:19:49 main:581] : INFO : Epoch 667 | loss: 0.0323188 | val_loss: 0.0323403 | Time: 3774.72 ms
[2020-11-25 10:19:53 main:581] : INFO : Epoch 668 | loss: 0.0323109 | val_loss: 0.032347 | Time: 3706.27 ms
[2020-11-25 10:19:56 main:581] : INFO : Epoch 669 | loss: 0.0323205 | val_loss: 0.0323449 | Time: 3681.17 ms
[2020-11-25 10:20:00 main:581] : INFO : Epoch 670 | loss: 0.0323107 | val_loss: 0.0323538 | Time: 3617.79 ms
[2020-11-25 10:20:03 main:581] : INFO : Epoch 671 | loss: 0.0323136 | val_loss: 0.0323707 | Time: 3615.37 ms
[2020-11-25 10:20:07 main:581] : INFO : Epoch 672 | loss: 0.0323471 | val_loss: 0.0323511 | Time: 3665.13 ms
[2020-11-25 10:20:11 main:581] : INFO : Epoch 673 | loss: 0.0323075 | val_loss: 0.0323275 | Time: 3550.66 ms
[2020-11-25 10:20:14 main:581] : INFO : Epoch 674 | loss: 0.0323054 | val_loss: 0.0323526 | Time: 3595.64 ms
[2020-11-25 10:20:18 main:581] : INFO : Epoch 675 | loss: 0.0323466 | val_loss: 0.0323653 | Time: 3707.62 ms
[2020-11-25 10:20:22 main:581] : INFO : Epoch 676 | loss: 0.0323111 | val_loss: 0.032333 | Time: 3639.27 ms
[2020-11-25 10:20:25 main:581] : INFO : Epoch 677 | loss: 0.0323189 | val_loss: 0.0323538 | Time: 3653.88 ms
[2020-11-25 10:20:29 main:581] : INFO : Epoch 678 | loss: 0.03232 | val_loss: 0.0323446 | Time: 3683.11 ms
[2020-11-25 10:20:33 main:581] : INFO : Epoch 679 | loss: 0.0323121 | val_loss: 0.0323434 | Time: 3643.27 ms
[2020-11-25 10:20:36 main:581] : INFO : Epoch 680 | loss: 0.0323076 | val_loss: 0.0323313 | Time: 3798.38 ms
[2020-11-25 10:20:40 main:581] : INFO : Epoch 681 | loss: 0.0323201 | val_loss: 0.0323315 | Time: 3832.72 ms
[2020-11-25 10:20:44 main:581] : INFO : Epoch 682 | loss: 0.0323043 | val_loss: 0.0323368 | Time: 3796 ms
[2020-11-25 10:20:48 main:581] : INFO : Epoch 683 | loss: 0.0323088 | val_loss: 0.0323452 | Time: 3639.78 ms
[2020-11-25 10:20:51 main:581] : INFO : Epoch 684 | loss: 0.0323358 | val_loss: 0.0324277 | Time: 3658.56 ms
[2020-11-25 10:20:55 main:581] : INFO : Epoch 685 | loss: 0.0323505 | val_loss: 0.0323583 | Time: 3658.28 ms
[2020-11-25 10:20:59 main:581] : INFO : Epoch 686 | loss: 0.032312 | val_loss: 0.0323328 | Time: 3666.28 ms
[2020-11-25 10:21:02 main:581] : INFO : Epoch 687 | loss: 0.0323045 | val_loss: 0.0323311 | Time: 3779.63 ms
[2020-11-25 10:21:06 main:581] : INFO : Epoch 688 | loss: 0.0323197 | val_loss: 0.0323593 | Time: 3662.55 ms
[2020-11-25 10:21:10 main:581] : INFO : Epoch 689 | loss: 0.0323146 | val_loss: 0.0323502 | Time: 3648.5 ms
[2020-11-25 10:21:14 main:581] : INFO : Epoch 690 | loss: 0.0323098 | val_loss: 0.0323325 | Time: 3739.23 ms
[2020-11-25 10:21:18 main:581] : INFO : Epoch 691 | loss: 0.0323148 | val_loss: 0.0323803 | Time: 4132.07 ms
[2020-11-25 10:21:21 main:581] : INFO : Epoch 692 | loss: 0.0323337 | val_loss: 0.0323467 | Time: 3573.84 ms
[2020-11-25 10:21:25 main:581] : INFO : Epoch 693 | loss: 0.032304 | val_loss: 0.0323309 | Time: 3694.68 ms
[2020-11-25 10:21:29 main:581] : INFO : Epoch 694 | loss: 0.0323053 | val_loss: 0.0323493 | Time: 3674.26 ms
[2020-11-25 10:21:33 main:581] : INFO : Epoch 695 | loss: 0.0323196 | val_loss: 0.0323379 | Time: 4069.99 ms
[2020-11-25 10:21:36 main:581] : INFO : Epoch 696 | loss: 0.0323139 | val_loss: 0.0323467 | Time: 3683.52 ms
[2020-11-25 10:21:40 main:581] : INFO : Epoch 697 | loss: 0.0323083 | val_loss: 0.032329 | Time: 3667.28 ms
[2020-11-25 10:21:44 main:581] : INFO : Epoch 698 | loss: 0.0323065 | val_loss: 0.0323319 | Time: 3684.69 ms
[2020-11-25 10:21:47 main:581] : INFO : Epoch 699 | loss: 0.0323221 | val_loss: 0.0323507 | Time: 3656.77 ms
[2020-11-25 10:21:51 main:581] : INFO : Epoch 700 | loss: 0.0323211 | val_loss: 0.032335 | Time: 3642.4 ms
[2020-11-25 10:21:55 main:581] : INFO : Epoch 701 | loss: 0.0323039 | val_loss: 0.0323302 | Time: 3715.44 ms
[2020-11-25 10:21:58 main:581] : INFO : Epoch 702 | loss: 0.0323102 | val_loss: 0.0323617 | Time: 3634.61 ms
[2020-11-25 10:22:02 main:581] : INFO : Epoch 703 | loss: 0.0323193 | val_loss: 0.0323374 | Time: 3701.22 ms
[2020-11-25 10:22:06 main:581] : INFO : Epoch 704 | loss: 0.032304 | val_loss: 0.0323473 | Time: 3666.2 ms
[2020-11-25 10:22:09 main:581] : INFO : Epoch 705 | loss: 0.032326 | val_loss: 0.0323496 | Time: 3613.41 ms
[2020-11-25 10:22:13 main:581] : INFO : Epoch 706 | loss: 0.0323025 | val_loss: 0.0323462 | Time: 3647.38 ms
[2020-11-25 10:22:17 main:581] : INFO : Epoch 707 | loss: 0.0323408 | val_loss: 0.0323652 | Time: 3600.62 ms
[2020-11-25 10:22:20 main:581] : INFO : Epoch 708 | loss: 0.0323196 | val_loss: 0.0323394 | Time: 3587.64 ms
[2020-11-25 10:22:24 main:581] : INFO : Epoch 709 | loss: 0.0323071 | val_loss: 0.032345 | Time: 3589.64 ms
[2020-11-25 10:22:27 main:581] : INFO : Epoch 710 | loss: 0.0323049 | val_loss: 0.0323387 | Time: 3600.14 ms
[2020-11-25 10:22:31 main:581] : INFO : Epoch 711 | loss: 0.0323087 | val_loss: 0.0323854 | Time: 3583.59 ms
[2020-11-25 10:22:35 main:581] : INFO : Epoch 712 | loss: 0.0323732 | val_loss: 0.0323776 | Time: 3635.23 ms
[2020-11-25 10:22:38 main:581] : INFO : Epoch 713 | loss: 0.0323131 | val_loss: 0.0323404 | Time: 3877.74 ms
[2020-11-25 10:22:42 main:581] : INFO : Epoch 714 | loss: 0.032303 | val_loss: 0.0323266 | Time: 3777.86 ms
[2020-11-25 10:22:46 main:581] : INFO : Epoch 715 | loss: 0.0322998 | val_loss: 0.0323383 | Time: 3717.9 ms
[2020-11-25 10:22:50 main:581] : INFO : Epoch 716 | loss: 0.032299 | val_loss: 0.0323329 | Time: 3849.9 ms
[2020-11-25 10:22:53 main:581] : INFO : Epoch 717 | loss: 0.0323256 | val_loss: 0.0323471 | Time: 3595.58 ms
[2020-11-25 10:22:57 main:581] : INFO : Epoch 718 | loss: 0.0323086 | val_loss: 0.0323418 | Time: 3563.11 ms
[2020-11-25 10:23:01 main:581] : INFO : Epoch 719 | loss: 0.0323032 | val_loss: 0.032339 | Time: 3816.75 ms
[2020-11-25 10:23:04 main:581] : INFO : Epoch 720 | loss: 0.0323083 | val_loss: 0.0323595 | Time: 3598.3 ms
[2020-11-25 10:23:08 main:581] : INFO : Epoch 721 | loss: 0.0323436 | val_loss: 0.0323592 | Time: 3602.13 ms
[2020-11-25 10:23:12 main:581] : INFO : Epoch 722 | loss: 0.0323245 | val_loss: 0.032335 | Time: 3712.95 ms
[2020-11-25 10:23:15 main:581] : INFO : Epoch 723 | loss: 0.032322 | val_loss: 0.0323427 | Time: 3631.98 ms
[2020-11-25 10:23:19 main:581] : INFO : Epoch 724 | loss: 0.0323109 | val_loss: 0.0323306 | Time: 3704.43 ms
[2020-11-25 10:23:23 main:581] : INFO : Epoch 725 | loss: 0.0323013 | val_loss: 0.032342 | Time: 3807.8 ms
[2020-11-25 10:23:27 main:581] : INFO : Epoch 726 | loss: 0.0323234 | val_loss: 0.0323412 | Time: 3734.21 ms
[2020-11-25 10:23:30 main:581] : INFO : Epoch 727 | loss: 0.0323172 | val_loss: 0.0323565 | Time: 3639.42 ms
[2020-11-25 10:23:34 main:581] : INFO : Epoch 728 | loss: 0.0323113 | val_loss: 0.0323355 | Time: 3571.89 ms
[2020-11-25 10:23:37 main:581] : INFO : Epoch 729 | loss: 0.0322975 | val_loss: 0.0323258 | Time: 3624.16 ms
[2020-11-25 10:23:41 main:581] : INFO : Epoch 730 | loss: 0.0323139 | val_loss: 0.032427 | Time: 3635.74 ms
[2020-11-25 10:23:45 main:581] : INFO : Epoch 731 | loss: 0.0323574 | val_loss: 0.0323612 | Time: 3594.32 ms
[2020-11-25 10:23:48 main:581] : INFO : Epoch 732 | loss: 0.0323091 | val_loss: 0.0323378 | Time: 3631.22 ms
[2020-11-25 10:23:52 main:581] : INFO : Epoch 733 | loss: 0.0323128 | val_loss: 0.0323519 | Time: 3643.01 ms
[2020-11-25 10:23:56 main:581] : INFO : Epoch 734 | loss: 0.0323205 | val_loss: 0.0323525 | Time: 4034.63 ms
[2020-11-25 10:24:00 main:581] : INFO : Epoch 735 | loss: 0.0323113 | val_loss: 0.0323278 | Time: 3733.26 ms
[2020-11-25 10:24:04 main:581] : INFO : Epoch 736 | loss: 0.0323 | val_loss: 0.0323284 | Time: 4012.31 ms
[2020-11-25 10:24:07 main:581] : INFO : Epoch 737 | loss: 0.0323051 | val_loss: 0.032336 | Time: 3702.67 ms
[2020-11-25 10:24:11 main:581] : INFO : Epoch 738 | loss: 0.0323029 | val_loss: 0.0323426 | Time: 3657.09 ms
[2020-11-25 10:24:15 main:581] : INFO : Epoch 739 | loss: 0.0323218 | val_loss: 0.0323617 | Time: 3751.68 ms
[2020-11-25 10:24:18 main:581] : INFO : Epoch 740 | loss: 0.0323179 | val_loss: 0.0323367 | Time: 3609.61 ms
[2020-11-25 10:24:22 main:581] : INFO : Epoch 741 | loss: 0.0323089 | val_loss: 0.0323354 | Time: 3765.86 ms
[2020-11-25 10:24:26 main:581] : INFO : Epoch 742 | loss: 0.0322976 | val_loss: 0.0323376 | Time: 3686.99 ms
[2020-11-25 10:24:30 main:581] : INFO : Epoch 743 | loss: 0.0323232 | val_loss: 0.0323363 | Time: 3659.98 ms
[2020-11-25 10:24:33 main:581] : INFO : Epoch 744 | loss: 0.0323145 | val_loss: 0.0323274 | Time: 3598.47 ms
[2020-11-25 10:24:37 main:581] : INFO : Epoch 745 | loss: 0.0323052 | val_loss: 0.0323191 | Time: 3592.33 ms
[2020-11-25 10:24:40 main:581] : INFO : Epoch 746 | loss: 0.032318 | val_loss: 0.0323389 | Time: 3665.33 ms
[2020-11-25 10:24:44 main:581] : INFO : Epoch 747 | loss: 0.0323126 | val_loss: 0.0323422 | Time: 3646.67 ms
[2020-11-25 10:24:48 main:581] : INFO : Epoch 748 | loss: 0.0323067 | val_loss: 0.0323289 | Time: 3615.12 ms
[2020-11-25 10:24:51 main:581] : INFO : Epoch 749 | loss: 0.0323027 | val_loss: 0.0323348 | Time: 3684.13 ms
[2020-11-25 10:24:55 main:581] : INFO : Epoch 750 | loss: 0.032332 | val_loss: 0.032408 | Time: 3614.78 ms
[2020-11-25 10:24:59 main:581] : INFO : Epoch 751 | loss: 0.032321 | val_loss: 0.0323367 | Time: 3570.22 ms
[2020-11-25 10:25:02 main:581] : INFO : Epoch 752 | loss: 0.0323083 | val_loss: 0.0323405 | Time: 3617.35 ms
[2020-11-25 10:25:06 main:581] : INFO : Epoch 753 | loss: 0.0323144 | val_loss: 0.0323786 | Time: 3800.35 ms
[2020-11-25 10:25:10 main:581] : INFO : Epoch 754 | loss: 0.0323311 | val_loss: 0.032336 | Time: 3740.28 ms
[2020-11-25 10:25:14 main:581] : INFO : Epoch 755 | loss: 0.0323058 | val_loss: 0.0323351 | Time: 4028.89 ms
[2020-11-25 10:25:18 main:581] : INFO : Epoch 756 | loss: 0.0323069 | val_loss: 0.0323264 | Time: 3862.67 ms
[2020-11-25 10:25:21 main:581] : INFO : Epoch 757 | loss: 0.0323005 | val_loss: 0.0323247 | Time: 3576.78 ms
[2020-11-25 10:25:25 main:581] : INFO : Epoch 758 | loss: 0.032299 | val_loss: 0.0323338 | Time: 3639.1 ms
[2020-11-25 10:25:29 main:581] : INFO : Epoch 759 | loss: 0.0323245 | val_loss: 0.0324026 | Time: 3770.09 ms
[2020-11-25 10:25:32 main:581] : INFO : Epoch 760 | loss: 0.0323232 | val_loss: 0.0323547 | Time: 3605.02 ms
[2020-11-25 10:25:36 main:581] : INFO : Epoch 761 | loss: 0.0323163 | val_loss: 0.0323323 | Time: 3692.91 ms
[2020-11-25 10:25:40 main:581] : INFO : Epoch 762 | loss: 0.0323056 | val_loss: 0.0323324 | Time: 3650.53 ms
[2020-11-25 10:25:43 main:581] : INFO : Epoch 763 | loss: 0.0323068 | val_loss: 0.03235 | Time: 3583.66 ms
[2020-11-25 10:25:47 main:581] : INFO : Epoch 764 | loss: 0.0323292 | val_loss: 0.0323458 | Time: 3653.29 ms
[2020-11-25 10:25:50 main:581] : INFO : Epoch 765 | loss: 0.0322992 | val_loss: 0.0323359 | Time: 3603.64 ms
[2020-11-25 10:25:54 main:581] : INFO : Epoch 766 | loss: 0.0322998 | val_loss: 0.0323249 | Time: 3660.49 ms
[2020-11-25 10:25:58 main:581] : INFO : Epoch 767 | loss: 0.0322961 | val_loss: 0.0323268 | Time: 3610.8 ms
[2020-11-25 10:26:01 main:581] : INFO : Epoch 768 | loss: 0.0323247 | val_loss: 0.0323732 | Time: 3643.13 ms
[2020-11-25 10:26:05 main:581] : INFO : Epoch 769 | loss: 0.032314 | val_loss: 0.0323285 | Time: 3658.08 ms
[2020-11-25 10:26:09 main:581] : INFO : Epoch 770 | loss: 0.0323039 | val_loss: 0.0323235 | Time: 3676.59 ms
[2020-11-25 10:26:12 main:581] : INFO : Epoch 771 | loss: 0.032319 | val_loss: 0.0323326 | Time: 3659.94 ms
[2020-11-25 10:26:16 main:581] : INFO : Epoch 772 | loss: 0.0323181 | val_loss: 0.0323639 | Time: 3831.58 ms
[2020-11-25 10:26:20 main:581] : INFO : Epoch 773 | loss: 0.0323213 | val_loss: 0.0323279 | Time: 3827.1 ms
[2020-11-25 10:26:24 main:581] : INFO : Epoch 774 | loss: 0.0322946 | val_loss: 0.0323243 | Time: 3661.26 ms
[2020-11-25 10:26:27 main:581] : INFO : Epoch 775 | loss: 0.032297 | val_loss: 0.0323367 | Time: 3607.23 ms
[2020-11-25 10:26:31 main:581] : INFO : Epoch 776 | loss: 0.0323272 | val_loss: 0.0323499 | Time: 3593.75 ms
[2020-11-25 10:26:35 main:581] : INFO : Epoch 777 | loss: 0.0323045 | val_loss: 0.0323302 | Time: 3743.86 ms
[2020-11-25 10:26:38 main:581] : INFO : Epoch 778 | loss: 0.0322997 | val_loss: 0.0323349 | Time: 3634.92 ms
[2020-11-25 10:26:42 main:581] : INFO : Epoch 779 | loss: 0.0323025 | val_loss: 0.0323432 | Time: 3675.3 ms
[2020-11-25 10:26:45 main:581] : INFO : Epoch 780 | loss: 0.0323203 | val_loss: 0.0323442 | Time: 3642.03 ms
[2020-11-25 10:26:49 main:581] : INFO : Epoch 781 | loss: 0.0323215 | val_loss: 0.0323626 | Time: 3741.51 ms
[2020-11-25 10:26:53 main:581] : INFO : Epoch 782 | loss: 0.0323179 | val_loss: 0.032338 | Time: 3742.98 ms
[2020-11-25 10:26:57 main:581] : INFO : Epoch 783 | loss: 0.0323063 | val_loss: 0.032334 | Time: 3669.01 ms
[2020-11-25 10:27:01 main:581] : INFO : Epoch 784 | loss: 0.032299 | val_loss: 0.0323302 | Time: 3998.71 ms
[2020-11-25 10:27:04 main:581] : INFO : Epoch 785 | loss: 0.0323088 | val_loss: 0.032359 | Time: 3829.4 ms
[2020-11-25 10:27:08 main:581] : INFO : Epoch 786 | loss: 0.0323231 | val_loss: 0.0323228 | Time: 3614.7 ms
[2020-11-25 10:27:12 main:581] : INFO : Epoch 787 | loss: 0.0322988 | val_loss: 0.0323402 | Time: 3710.47 ms
[2020-11-25 10:27:15 main:581] : INFO : Epoch 788 | loss: 0.0322994 | val_loss: 0.0323307 | Time: 3705.07 ms
[2020-11-25 10:27:19 main:581] : INFO : Epoch 789 | loss: 0.0323049 | val_loss: 0.0323508 | Time: 3990.45 ms
[2020-11-25 10:27:23 main:581] : INFO : Epoch 790 | loss: 0.0323938 | val_loss: 0.0323988 | Time: 3799.85 ms
[2020-11-25 10:27:27 main:581] : INFO : Epoch 791 | loss: 0.0323238 | val_loss: 0.0323298 | Time: 3600.09 ms
[2020-11-25 10:27:31 main:581] : INFO : Epoch 792 | loss: 0.0322977 | val_loss: 0.0323371 | Time: 3651.49 ms
[2020-11-25 10:27:34 main:581] : INFO : Epoch 793 | loss: 0.0323058 | val_loss: 0.0323455 | Time: 3603.64 ms
[2020-11-25 10:27:38 main:581] : INFO : Epoch 794 | loss: 0.0323124 | val_loss: 0.0323316 | Time: 3578.65 ms
[2020-11-25 10:27:41 main:581] : INFO : Epoch 795 | loss: 0.0323074 | val_loss: 0.032334 | Time: 3611.59 ms
[2020-11-25 10:27:45 main:581] : INFO : Epoch 796 | loss: 0.032297 | val_loss: 0.0323309 | Time: 3737.85 ms
[2020-11-25 10:27:49 main:581] : INFO : Epoch 797 | loss: 0.0323114 | val_loss: 0.032442 | Time: 3638.92 ms
[2020-11-25 10:27:52 main:581] : INFO : Epoch 798 | loss: 0.0323269 | val_loss: 0.0323275 | Time: 3654.03 ms
[2020-11-25 10:27:56 main:581] : INFO : Epoch 799 | loss: 0.0323084 | val_loss: 0.0323472 | Time: 3731.72 ms
[2020-11-25 10:28:00 main:581] : INFO : Epoch 800 | loss: 0.0323168 | val_loss: 0.0323514 | Time: 3782.23 ms
[2020-11-25 10:28:04 main:581] : INFO : Epoch 801 | loss: 0.0323066 | val_loss: 0.0323242 | Time: 4076.07 ms
[2020-11-25 10:28:08 main:581] : INFO : Epoch 802 | loss: 0.0322909 | val_loss: 0.0323127 | Time: 3654.23 ms
[2020-11-25 10:28:11 main:581] : INFO : Epoch 803 | loss: 0.0324476 | val_loss: 0.0324663 | Time: 3741.77 ms
[2020-11-25 10:28:13 main:581] : INFO : Epoch 804 | loss: 0.0323518 | val_loss: 0.0323167 | Time: 1403.2 ms
[2020-11-25 10:28:16 main:581] : INFO : Epoch 805 | loss: 0.0322744 | val_loss: 0.0322903 | Time: 3578.04 ms
[2020-11-25 10:28:20 main:581] : INFO : Epoch 806 | loss: 0.0323081 | val_loss: 0.0322806 | Time: 3565.11 ms
[2020-11-25 10:28:24 main:581] : INFO : Epoch 807 | loss: 0.032278 | val_loss: 0.0322887 | Time: 3632.21 ms
[2020-11-25 10:28:27 main:581] : INFO : Epoch 808 | loss: 0.032359 | val_loss: 0.0323458 | Time: 3665.43 ms
[2020-11-25 10:28:31 main:581] : INFO : Epoch 809 | loss: 0.0325226 | val_loss: 0.0325028 | Time: 3680.94 ms
[2020-11-25 10:28:35 main:581] : INFO : Epoch 810 | loss: 0.0323584 | val_loss: 0.032675 | Time: 3773.59 ms
[2020-11-25 10:28:38 main:581] : INFO : Epoch 811 | loss: 0.0345324 | val_loss: 0.0344253 | Time: 3730.97 ms
[2020-11-25 10:28:42 main:581] : INFO : Epoch 812 | loss: 0.0373604 | val_loss: 0.035174 | Time: 3762.89 ms
[2020-11-25 10:28:46 main:581] : INFO : Epoch 813 | loss: 0.0338581 | val_loss: 0.0330294 | Time: 3686.64 ms
[2020-11-25 10:28:49 main:581] : INFO : Epoch 814 | loss: 0.0326957 | val_loss: 0.0325377 | Time: 3587.59 ms
[2020-11-25 10:28:53 main:581] : INFO : Epoch 815 | loss: 0.0324297 | val_loss: 0.0324095 | Time: 3580.52 ms
[2020-11-25 10:28:57 main:581] : INFO : Epoch 816 | loss: 0.032368 | val_loss: 0.0323818 | Time: 3590.1 ms
[2020-11-25 10:29:00 main:581] : INFO : Epoch 817 | loss: 0.032346 | val_loss: 0.0323604 | Time: 3746.88 ms
[2020-11-25 10:29:04 main:581] : INFO : Epoch 818 | loss: 0.0323326 | val_loss: 0.0323664 | Time: 4020.86 ms
[2020-11-25 10:29:08 main:581] : INFO : Epoch 819 | loss: 0.0323295 | val_loss: 0.0323598 | Time: 3567.54 ms
[2020-11-25 10:29:12 main:581] : INFO : Epoch 820 | loss: 0.0323318 | val_loss: 0.0323749 | Time: 3824.16 ms
[2020-11-25 10:29:16 main:581] : INFO : Epoch 821 | loss: 0.0323186 | val_loss: 0.0323502 | Time: 3821.83 ms
[2020-11-25 10:29:19 main:581] : INFO : Epoch 822 | loss: 0.0323155 | val_loss: 0.0323417 | Time: 3707.87 ms
[2020-11-25 10:29:23 main:581] : INFO : Epoch 823 | loss: 0.032312 | val_loss: 0.032332 | Time: 3729.41 ms
[2020-11-25 10:29:27 main:581] : INFO : Epoch 824 | loss: 0.0323093 | val_loss: 0.0323386 | Time: 3898.38 ms
[2020-11-25 10:29:31 main:581] : INFO : Epoch 825 | loss: 0.0323039 | val_loss: 0.032335 | Time: 3657.76 ms
[2020-11-25 10:29:34 main:581] : INFO : Epoch 826 | loss: 0.0323049 | val_loss: 0.0323217 | Time: 3680.9 ms
[2020-11-25 10:29:39 main:581] : INFO : Epoch 827 | loss: 0.0322967 | val_loss: 0.0323148 | Time: 5152.5 ms
[2020-11-25 10:29:43 main:581] : INFO : Epoch 828 | loss: 0.0322927 | val_loss: 0.0323104 | Time: 3583.3 ms
[2020-11-25 10:29:47 main:581] : INFO : Epoch 829 | loss: 0.0322878 | val_loss: 0.0323056 | Time: 3637.84 ms
[2020-11-25 10:29:50 main:581] : INFO : Epoch 830 | loss: 0.032278 | val_loss: 0.0322993 | Time: 3770.58 ms
[2020-11-25 10:29:54 main:581] : INFO : Epoch 831 | loss: 0.0322744 | val_loss: 0.0322929 | Time: 3705.35 ms
[2020-11-25 10:29:58 main:581] : INFO : Epoch 832 | loss: 0.0322688 | val_loss: 0.0322834 | Time: 3650.36 ms
[2020-11-25 10:30:01 main:581] : INFO : Epoch 833 | loss: 0.0322632 | val_loss: 0.0322906 | Time: 3673.45 ms
[2020-11-25 10:30:05 main:581] : INFO : Epoch 834 | loss: 0.0322625 | val_loss: 0.0322906 | Time: 3703.76 ms
[2020-11-25 10:30:09 main:581] : INFO : Epoch 835 | loss: 0.0322574 | val_loss: 0.0322921 | Time: 3753.57 ms
[2020-11-25 10:30:13 main:581] : INFO : Epoch 836 | loss: 0.0322652 | val_loss: 0.0322834 | Time: 3680.91 ms
[2020-11-25 10:30:15 main:581] : INFO : Epoch 837 | loss: 0.0322443 | val_loss: 0.0322635 | Time: 2104.36 ms
[2020-11-25 10:30:18 main:581] : INFO : Epoch 838 | loss: 0.0324633 | val_loss: 0.0324355 | Time: 3679.48 ms
[2020-11-25 10:30:22 main:581] : INFO : Epoch 839 | loss: 0.032365 | val_loss: 0.0323696 | Time: 3728.78 ms
[2020-11-25 10:30:26 main:581] : INFO : Epoch 840 | loss: 0.0323083 | val_loss: 0.0323166 | Time: 4094.22 ms
[2020-11-25 10:30:30 main:581] : INFO : Epoch 841 | loss: 0.0322866 | val_loss: 0.0322805 | Time: 3599.67 ms
[2020-11-25 10:30:33 main:581] : INFO : Epoch 842 | loss: 0.0322612 | val_loss: 0.0322727 | Time: 3580.35 ms
[2020-11-25 10:30:37 main:581] : INFO : Epoch 843 | loss: 0.0322481 | val_loss: 0.0322677 | Time: 3614.52 ms
[2020-11-25 10:30:41 main:581] : INFO : Epoch 844 | loss: 0.0322434 | val_loss: 0.0323398 | Time: 3625.82 ms
[2020-11-25 10:30:44 main:581] : INFO : Epoch 845 | loss: 0.0324444 | val_loss: 0.0322571 | Time: 3914.8 ms
[2020-11-25 10:30:48 main:581] : INFO : Epoch 846 | loss: 0.0322607 | val_loss: 0.032238 | Time: 3709.83 ms
[2020-11-25 10:30:52 main:581] : INFO : Epoch 847 | loss: 0.032215 | val_loss: 0.0322231 | Time: 3738.17 ms
[2020-11-25 10:30:56 main:581] : INFO : Epoch 848 | loss: 0.0322027 | val_loss: 0.0322079 | Time: 3740.32 ms
[2020-11-25 10:30:59 main:581] : INFO : Epoch 849 | loss: 0.0324419 | val_loss: 0.0326032 | Time: 3656.33 ms
[2020-11-25 10:31:03 main:581] : INFO : Epoch 850 | loss: 0.0325454 | val_loss: 0.0324456 | Time: 3659.02 ms
[2020-11-25 10:31:07 main:581] : INFO : Epoch 851 | loss: 0.0322627 | val_loss: 0.032207 | Time: 3602.55 ms
[2020-11-25 10:31:10 main:581] : INFO : Epoch 852 | loss: 0.0322001 | val_loss: 0.0321951 | Time: 3610.99 ms
[2020-11-25 10:31:14 main:581] : INFO : Epoch 853 | loss: 0.0321513 | val_loss: 0.0321389 | Time: 3576.91 ms
[2020-11-25 10:31:17 main:581] : INFO : Epoch 854 | loss: 0.032122 | val_loss: 0.0321162 | Time: 3592.36 ms
[2020-11-25 10:31:21 main:581] : INFO : Epoch 855 | loss: 0.0321012 | val_loss: 0.032099 | Time: 3625.6 ms
[2020-11-25 10:31:25 main:581] : INFO : Epoch 856 | loss: 0.03209 | val_loss: 0.0320846 | Time: 3645.19 ms
[2020-11-25 10:31:29 main:581] : INFO : Epoch 857 | loss: 0.032363 | val_loss: 0.0323543 | Time: 3899.02 ms
[2020-11-25 10:31:33 main:581] : INFO : Epoch 858 | loss: 0.0321813 | val_loss: 0.0321233 | Time: 3945.87 ms
[2020-11-25 10:31:36 main:581] : INFO : Epoch 859 | loss: 0.0320885 | val_loss: 0.03208 | Time: 3669.33 ms
[2020-11-25 10:31:40 main:581] : INFO : Epoch 860 | loss: 0.0320556 | val_loss: 0.0320606 | Time: 3647.78 ms
[2020-11-25 10:31:44 main:581] : INFO : Epoch 861 | loss: 0.0320414 | val_loss: 0.0320419 | Time: 3720.36 ms
[2020-11-25 10:31:47 main:581] : INFO : Epoch 862 | loss: 0.0320317 | val_loss: 0.0320296 | Time: 3757.37 ms
[2020-11-25 10:31:51 main:581] : INFO : Epoch 863 | loss: 0.0320263 | val_loss: 0.0320277 | Time: 3780.11 ms
[2020-11-25 10:31:55 main:581] : INFO : Epoch 864 | loss: 0.0320208 | val_loss: 0.0320231 | Time: 3706.99 ms
[2020-11-25 10:31:58 main:581] : INFO : Epoch 865 | loss: 0.0321489 | val_loss: 0.0324387 | Time: 3608.66 ms
[2020-11-25 10:32:02 main:581] : INFO : Epoch 866 | loss: 0.0321315 | val_loss: 0.0320603 | Time: 3598.09 ms
[2020-11-25 10:32:06 main:581] : INFO : Epoch 867 | loss: 0.0320518 | val_loss: 0.0320416 | Time: 3642.7 ms
[2020-11-25 10:32:09 main:581] : INFO : Epoch 868 | loss: 0.0320303 | val_loss: 0.0320445 | Time: 3714.48 ms
[2020-11-25 10:32:13 main:581] : INFO : Epoch 869 | loss: 0.0320197 | val_loss: 0.0320187 | Time: 4023.28 ms
[2020-11-25 10:32:17 main:581] : INFO : Epoch 870 | loss: 0.0320163 | val_loss: 0.0320124 | Time: 3908.59 ms
[2020-11-25 10:32:21 main:581] : INFO : Epoch 871 | loss: 0.0320147 | val_loss: 0.0320131 | Time: 3664.16 ms
[2020-11-25 10:32:25 main:581] : INFO : Epoch 872 | loss: 0.0320131 | val_loss: 0.0320276 | Time: 3669.15 ms
[2020-11-25 10:32:28 main:581] : INFO : Epoch 873 | loss: 0.0321538 | val_loss: 0.0321571 | Time: 3663.37 ms
[2020-11-25 10:32:32 main:581] : INFO : Epoch 874 | loss: 0.0320555 | val_loss: 0.0320266 | Time: 3639.99 ms
[2020-11-25 10:32:36 main:581] : INFO : Epoch 875 | loss: 0.0320161 | val_loss: 0.0320147 | Time: 3584.5 ms
[2020-11-25 10:32:39 main:581] : INFO : Epoch 876 | loss: 0.0320049 | val_loss: 0.0320095 | Time: 3599.82 ms
[2020-11-25 10:32:43 main:581] : INFO : Epoch 877 | loss: 0.0320346 | val_loss: 0.0320317 | Time: 3698.68 ms
[2020-11-25 10:32:46 main:581] : INFO : Epoch 878 | loss: 0.0320189 | val_loss: 0.0320169 | Time: 3617.83 ms
[2020-11-25 10:32:50 main:581] : INFO : Epoch 879 | loss: 0.0320097 | val_loss: 0.0320338 | Time: 3637.35 ms
[2020-11-25 10:32:54 main:581] : INFO : Epoch 880 | loss: 0.032136 | val_loss: 0.0321024 | Time: 3821.86 ms
[2020-11-25 10:32:58 main:581] : INFO : Epoch 881 | loss: 0.0320386 | val_loss: 0.0320227 | Time: 3737.92 ms
[2020-11-25 10:33:01 main:581] : INFO : Epoch 882 | loss: 0.0320105 | val_loss: 0.0319997 | Time: 3866.43 ms
[2020-11-25 10:33:05 main:581] : INFO : Epoch 883 | loss: 0.0320017 | val_loss: 0.032022 | Time: 3830.93 ms
[2020-11-25 10:33:09 main:581] : INFO : Epoch 884 | loss: 0.0320012 | val_loss: 0.0320146 | Time: 3664.11 ms
[2020-11-25 10:33:13 main:581] : INFO : Epoch 885 | loss: 0.0320005 | val_loss: 0.0320058 | Time: 3668.41 ms
[2020-11-25 10:33:16 main:581] : INFO : Epoch 886 | loss: 0.0320344 | val_loss: 0.0321959 | Time: 3630.47 ms
[2020-11-25 10:33:20 main:581] : INFO : Epoch 887 | loss: 0.0321063 | val_loss: 0.0320264 | Time: 3560.9 ms
[2020-11-25 10:33:23 main:581] : INFO : Epoch 888 | loss: 0.0320179 | val_loss: 0.0320187 | Time: 3625.5 ms
[2020-11-25 10:33:27 main:581] : INFO : Epoch 889 | loss: 0.0320024 | val_loss: 0.0320017 | Time: 3667.8 ms
[2020-11-25 10:33:31 main:581] : INFO : Epoch 890 | loss: 0.0319996 | val_loss: 0.031994 | Time: 3656.41 ms
[2020-11-25 10:33:34 main:581] : INFO : Epoch 891 | loss: 0.0320713 | val_loss: 0.0324349 | Time: 3613.78 ms
[2020-11-25 10:33:38 main:581] : INFO : Epoch 892 | loss: 0.0321333 | val_loss: 0.0320351 | Time: 3628.28 ms
[2020-11-25 10:33:42 main:581] : INFO : Epoch 893 | loss: 0.0320318 | val_loss: 0.0320197 | Time: 3618.62 ms
[2020-11-25 10:33:45 main:581] : INFO : Epoch 894 | loss: 0.0320031 | val_loss: 0.032004 | Time: 3735.42 ms
[2020-11-25 10:33:49 main:581] : INFO : Epoch 895 | loss: 0.0319968 | val_loss: 0.0319955 | Time: 4025.17 ms
[2020-11-25 10:33:53 main:581] : INFO : Epoch 896 | loss: 0.0319909 | val_loss: 0.0319928 | Time: 3750.95 ms
[2020-11-25 10:33:57 main:581] : INFO : Epoch 897 | loss: 0.0319909 | val_loss: 0.0319895 | Time: 3615.09 ms
[2020-11-25 10:34:00 main:581] : INFO : Epoch 898 | loss: 0.031993 | val_loss: 0.0319866 | Time: 3600.04 ms
[2020-11-25 10:34:04 main:581] : INFO : Epoch 899 | loss: 0.0320119 | val_loss: 0.0320557 | Time: 3593.45 ms
[2020-11-25 10:34:08 main:581] : INFO : Epoch 900 | loss: 0.0320477 | val_loss: 0.0320125 | Time: 3696.8 ms
[2020-11-25 10:34:11 main:581] : INFO : Epoch 901 | loss: 0.0319963 | val_loss: 0.0319972 | Time: 3749.11 ms
[2020-11-25 10:34:15 main:581] : INFO : Epoch 902 | loss: 0.0319922 | val_loss: 0.0319951 | Time: 3783.24 ms
[2020-11-25 10:34:19 main:581] : INFO : Epoch 903 | loss: 0.0319941 | val_loss: 0.0320058 | Time: 3624.49 ms
[2020-11-25 10:34:22 main:581] : INFO : Epoch 904 | loss: 0.0320878 | val_loss: 0.0320568 | Time: 3649.83 ms
[2020-11-25 10:34:26 main:581] : INFO : Epoch 905 | loss: 0.0320284 | val_loss: 0.0320016 | Time: 3704.97 ms
[2020-11-25 10:34:30 main:581] : INFO : Epoch 906 | loss: 0.0319955 | val_loss: 0.0319997 | Time: 3665.64 ms
[2020-11-25 10:34:34 main:581] : INFO : Epoch 907 | loss: 0.0319955 | val_loss: 0.0320137 | Time: 3670.45 ms
[2020-11-25 10:34:37 main:581] : INFO : Epoch 908 | loss: 0.032015 | val_loss: 0.0320116 | Time: 3662.61 ms
[2020-11-25 10:34:41 main:581] : INFO : Epoch 909 | loss: 0.0319963 | val_loss: 0.0319909 | Time: 3594.14 ms
[2020-11-25 10:34:44 main:581] : INFO : Epoch 910 | loss: 0.0319881 | val_loss: 0.0319873 | Time: 3656.85 ms
[2020-11-25 10:34:48 main:581] : INFO : Epoch 911 | loss: 0.0319893 | val_loss: 0.0319922 | Time: 3772.72 ms
[2020-11-25 10:34:52 main:581] : INFO : Epoch 912 | loss: 0.0320176 | val_loss: 0.0320287 | Time: 4185.12 ms
[2020-11-25 10:34:56 main:581] : INFO : Epoch 913 | loss: 0.0320028 | val_loss: 0.0320163 | Time: 3629.45 ms
[2020-11-25 10:35:00 main:581] : INFO : Epoch 914 | loss: 0.0319969 | val_loss: 0.0320026 | Time: 3602.24 ms
[2020-11-25 10:35:03 main:581] : INFO : Epoch 915 | loss: 0.03199 | val_loss: 0.0319948 | Time: 3653.05 ms
[2020-11-25 10:35:07 main:581] : INFO : Epoch 916 | loss: 0.0320189 | val_loss: 0.0320072 | Time: 3683.95 ms
[2020-11-25 10:35:11 main:581] : INFO : Epoch 917 | loss: 0.0321133 | val_loss: 0.0321459 | Time: 3630.72 ms
[2020-11-25 10:35:14 main:581] : INFO : Epoch 918 | loss: 0.0321374 | val_loss: 0.0320683 | Time: 3624.38 ms
[2020-11-25 10:35:18 main:581] : INFO : Epoch 919 | loss: 0.0320292 | val_loss: 0.0320057 | Time: 3636.8 ms
[2020-11-25 10:35:22 main:581] : INFO : Epoch 920 | loss: 0.032002 | val_loss: 0.0320023 | Time: 3711.67 ms
[2020-11-25 10:35:25 main:581] : INFO : Epoch 921 | loss: 0.0319917 | val_loss: 0.0319942 | Time: 3913.06 ms
[2020-11-25 10:35:29 main:581] : INFO : Epoch 922 | loss: 0.0319878 | val_loss: 0.031997 | Time: 3800.18 ms
[2020-11-25 10:35:33 main:581] : INFO : Epoch 923 | loss: 0.0319932 | val_loss: 0.0320223 | Time: 3616.15 ms
[2020-11-25 10:35:37 main:581] : INFO : Epoch 924 | loss: 0.0320137 | val_loss: 0.0319927 | Time: 3610.76 ms
[2020-11-25 10:35:40 main:581] : INFO : Epoch 925 | loss: 0.0319903 | val_loss: 0.031995 | Time: 3603 ms
[2020-11-25 10:35:44 main:581] : INFO : Epoch 926 | loss: 0.0320417 | val_loss: 0.0324367 | Time: 3781.71 ms
[2020-11-25 10:35:48 main:581] : INFO : Epoch 927 | loss: 0.0321047 | val_loss: 0.0319974 | Time: 3707.54 ms
[2020-11-25 10:35:51 main:581] : INFO : Epoch 928 | loss: 0.0319997 | val_loss: 0.0319956 | Time: 3715.66 ms
[2020-11-25 10:35:55 main:581] : INFO : Epoch 929 | loss: 0.0319929 | val_loss: 0.0319945 | Time: 3645.35 ms
[2020-11-25 10:35:59 main:581] : INFO : Epoch 930 | loss: 0.0319885 | val_loss: 0.0319986 | Time: 3694.2 ms
[2020-11-25 10:36:02 main:581] : INFO : Epoch 931 | loss: 0.0319979 | val_loss: 0.0320057 | Time: 3770.68 ms
[2020-11-25 10:36:06 main:581] : INFO : Epoch 932 | loss: 0.0319978 | val_loss: 0.0319959 | Time: 3989.99 ms
[2020-11-25 10:36:10 main:581] : INFO : Epoch 933 | loss: 0.0319951 | val_loss: 0.0319936 | Time: 3678.66 ms
[2020-11-25 10:36:14 main:581] : INFO : Epoch 934 | loss: 0.0320024 | val_loss: 0.0320183 | Time: 3667.41 ms
[2020-11-25 10:36:17 main:581] : INFO : Epoch 935 | loss: 0.0320015 | val_loss: 0.0319975 | Time: 3567.85 ms
[2020-11-25 10:36:21 main:581] : INFO : Epoch 936 | loss: 0.0319883 | val_loss: 0.031999 | Time: 3575.08 ms
[2020-11-25 10:36:25 main:581] : INFO : Epoch 937 | loss: 0.0319908 | val_loss: 0.0319831 | Time: 3623.51 ms
[2020-11-25 10:36:28 main:581] : INFO : Epoch 938 | loss: 0.0319904 | val_loss: 0.0320082 | Time: 3647.83 ms
[2020-11-25 10:36:32 main:581] : INFO : Epoch 939 | loss: 0.0320065 | val_loss: 0.03206 | Time: 3641.17 ms
[2020-11-25 10:36:35 main:581] : INFO : Epoch 940 | loss: 0.0320933 | val_loss: 0.0321165 | Time: 3661.88 ms
[2020-11-25 10:36:39 main:581] : INFO : Epoch 941 | loss: 0.0320262 | val_loss: 0.0320023 | Time: 3727.44 ms
[2020-11-25 10:36:44 main:581] : INFO : Epoch 942 | loss: 0.031989 | val_loss: 0.0319885 | Time: 4941.78 ms
[2020-11-25 10:36:48 main:581] : INFO : Epoch 943 | loss: 0.0319803 | val_loss: 0.0319827 | Time: 3635.39 ms
[2020-11-25 10:36:51 main:581] : INFO : Epoch 944 | loss: 0.0319829 | val_loss: 0.0319838 | Time: 3608.43 ms
[2020-11-25 10:36:55 main:581] : INFO : Epoch 945 | loss: 0.0319845 | val_loss: 0.0319952 | Time: 3602.66 ms
[2020-11-25 10:36:59 main:581] : INFO : Epoch 946 | loss: 0.0319944 | val_loss: 0.0319881 | Time: 3588.53 ms
[2020-11-25 10:37:03 main:581] : INFO : Epoch 947 | loss: 0.031989 | val_loss: 0.0319866 | Time: 4054.65 ms
[2020-11-25 10:37:06 main:581] : INFO : Epoch 948 | loss: 0.0319995 | val_loss: 0.0320132 | Time: 3701.73 ms
[2020-11-25 10:37:10 main:581] : INFO : Epoch 949 | loss: 0.0319974 | val_loss: 0.0320354 | Time: 3663.05 ms
[2020-11-25 10:37:14 main:581] : INFO : Epoch 950 | loss: 0.0320891 | val_loss: 0.0320408 | Time: 3650.85 ms
[2020-11-25 10:37:17 main:581] : INFO : Epoch 951 | loss: 0.0320018 | val_loss: 0.0319911 | Time: 3712.94 ms
[2020-11-25 10:37:20 main:581] : INFO : Epoch 952 | loss: 0.0319952 | val_loss: 0.031991 | Time: 2775.63 ms
[2020-11-25 10:37:24 main:581] : INFO : Epoch 953 | loss: 0.0320158 | val_loss: 0.0319964 | Time: 3618.46 ms
[2020-11-25 10:37:27 main:581] : INFO : Epoch 954 | loss: 0.0319967 | val_loss: 0.031987 | Time: 3685.41 ms
[2020-11-25 10:37:31 main:581] : INFO : Epoch 955 | loss: 0.0319863 | val_loss: 0.0319964 | Time: 3673.66 ms
[2020-11-25 10:37:35 main:581] : INFO : Epoch 956 | loss: 0.0319926 | val_loss: 0.0319934 | Time: 3620.82 ms
[2020-11-25 10:37:38 main:581] : INFO : Epoch 957 | loss: 0.0319872 | val_loss: 0.0320005 | Time: 3642.45 ms
[2020-11-25 10:37:42 main:581] : INFO : Epoch 958 | loss: 0.0319795 | val_loss: 0.0319775 | Time: 3644.06 ms
[2020-11-25 10:37:46 main:581] : INFO : Epoch 959 | loss: 0.0320067 | val_loss: 0.0320621 | Time: 3724.6 ms
[2020-11-25 10:37:50 main:581] : INFO : Epoch 960 | loss: 0.0320897 | val_loss: 0.0320455 | Time: 3899.22 ms
[2020-11-25 10:37:53 main:581] : INFO : Epoch 961 | loss: 0.0320179 | val_loss: 0.0320096 | Time: 3578.34 ms
[2020-11-25 10:37:57 main:581] : INFO : Epoch 962 | loss: 0.0319902 | val_loss: 0.0319867 | Time: 3675.11 ms
[2020-11-25 10:38:01 main:581] : INFO : Epoch 963 | loss: 0.0319837 | val_loss: 0.0319783 | Time: 3698.26 ms
[2020-11-25 10:38:04 main:581] : INFO : Epoch 964 | loss: 0.0319812 | val_loss: 0.0319903 | Time: 3641.56 ms
[2020-11-25 10:38:08 main:581] : INFO : Epoch 965 | loss: 0.0319891 | val_loss: 0.0319876 | Time: 3695.87 ms
[2020-11-25 10:38:12 main:581] : INFO : Epoch 966 | loss: 0.032014 | val_loss: 0.0320313 | Time: 3775.54 ms
[2020-11-25 10:38:15 main:581] : INFO : Epoch 967 | loss: 0.032015 | val_loss: 0.0320429 | Time: 3588.64 ms
[2020-11-25 10:38:19 main:581] : INFO : Epoch 968 | loss: 0.0320082 | val_loss: 0.0319841 | Time: 3612.58 ms
[2020-11-25 10:38:23 main:581] : INFO : Epoch 969 | loss: 0.0319864 | val_loss: 0.0319845 | Time: 3739.52 ms
[2020-11-25 10:38:26 main:581] : INFO : Epoch 970 | loss: 0.031991 | val_loss: 0.0320212 | Time: 3650.2 ms
[2020-11-25 10:38:30 main:581] : INFO : Epoch 971 | loss: 0.0320044 | val_loss: 0.0319892 | Time: 3642.23 ms
[2020-11-25 10:38:34 main:581] : INFO : Epoch 972 | loss: 0.0319841 | val_loss: 0.0319846 | Time: 4023.36 ms
[2020-11-25 10:38:38 main:581] : INFO : Epoch 973 | loss: 0.0319795 | val_loss: 0.0319819 | Time: 3798.01 ms
[2020-11-25 10:38:41 main:581] : INFO : Epoch 974 | loss: 0.0319991 | val_loss: 0.0320662 | Time: 3587.61 ms
[2020-11-25 10:38:45 main:581] : INFO : Epoch 975 | loss: 0.032037 | val_loss: 0.0319972 | Time: 3672.48 ms
[2020-11-25 10:38:49 main:581] : INFO : Epoch 976 | loss: 0.031994 | val_loss: 0.031989 | Time: 3627.39 ms
[2020-11-25 10:38:52 main:581] : INFO : Epoch 977 | loss: 0.0319839 | val_loss: 0.0319808 | Time: 3662.51 ms
[2020-11-25 10:38:56 main:581] : INFO : Epoch 978 | loss: 0.0320215 | val_loss: 0.032042 | Time: 3685.4 ms
[2020-11-25 10:39:00 main:581] : INFO : Epoch 979 | loss: 0.031996 | val_loss: 0.0319839 | Time: 3659.41 ms
[2020-11-25 10:39:03 main:581] : INFO : Epoch 980 | loss: 0.0319921 | val_loss: 0.0319878 | Time: 3651.7 ms
[2020-11-25 10:39:07 main:581] : INFO : Epoch 981 | loss: 0.0319881 | val_loss: 0.0319984 | Time: 3810.7 ms
[2020-11-25 10:39:11 main:581] : INFO : Epoch 982 | loss: 0.0320531 | val_loss: 0.0320396 | Time: 3964.28 ms
[2020-11-25 10:39:15 main:581] : INFO : Epoch 983 | loss: 0.0320053 | val_loss: 0.0320073 | Time: 3714.39 ms
[2020-11-25 10:39:19 main:581] : INFO : Epoch 984 | loss: 0.0319899 | val_loss: 0.0319894 | Time: 3720.28 ms
[2020-11-25 10:39:23 main:581] : INFO : Epoch 985 | loss: 0.0319831 | val_loss: 0.0319931 | Time: 4143.95 ms
[2020-11-25 10:39:26 main:581] : INFO : Epoch 986 | loss: 0.031989 | val_loss: 0.0320509 | Time: 3628.56 ms
[2020-11-25 10:39:30 main:581] : INFO : Epoch 987 | loss: 0.0320736 | val_loss: 0.0320582 | Time: 3625.7 ms
[2020-11-25 10:39:34 main:581] : INFO : Epoch 988 | loss: 0.0320017 | val_loss: 0.0319962 | Time: 3757.32 ms
[2020-11-25 10:39:38 main:581] : INFO : Epoch 989 | loss: 0.031981 | val_loss: 0.0319809 | Time: 3846.28 ms
[2020-11-25 10:39:41 main:581] : INFO : Epoch 990 | loss: 0.0319802 | val_loss: 0.0319867 | Time: 3708.09 ms
[2020-11-25 10:39:45 main:581] : INFO : Epoch 991 | loss: 0.0320197 | val_loss: 0.0320409 | Time: 3576.42 ms
[2020-11-25 10:39:49 main:581] : INFO : Epoch 992 | loss: 0.032005 | val_loss: 0.0320044 | Time: 3686.14 ms
[2020-11-25 10:39:52 main:581] : INFO : Epoch 993 | loss: 0.0319917 | val_loss: 0.0319913 | Time: 3696.39 ms
[2020-11-25 10:39:56 main:581] : INFO : Epoch 994 | loss: 0.0319941 | val_loss: 0.0319998 | Time: 3652.16 ms
[2020-11-25 10:39:59 main:581] : INFO : Epoch 995 | loss: 0.0319898 | val_loss: 0.0319936 | Time: 3615.64 ms
[2020-11-25 10:40:03 main:581] : INFO : Epoch 996 | loss: 0.0319882 | val_loss: 0.0320174 | Time: 3646.68 ms
[2020-11-25 10:40:07 main:581] : INFO : Epoch 997 | loss: 0.0320579 | val_loss: 0.0320102 | Time: 3653.74 ms
[2020-11-25 10:40:10 main:581] : INFO : Epoch 998 | loss: 0.0319952 | val_loss: 0.0319899 | Time: 3676.72 ms
[2020-11-25 10:40:14 main:581] : INFO : Epoch 999 | loss: 0.031989 | val_loss: 0.0319868 | Time: 3652.22 ms
[2020-11-25 10:40:18 main:581] : INFO : Epoch 1000 | loss: 0.0320019 | val_loss: 0.0319945 | Time: 3615.33 ms
[2020-11-25 10:40:22 main:581] : INFO : Epoch 1001 | loss: 0.0319863 | val_loss: 0.031989 | Time: 3793.61 ms
[2020-11-25 10:40:25 main:581] : INFO : Epoch 1002 | loss: 0.0319881 | val_loss: 0.0319981 | Time: 3792.54 ms
[2020-11-25 10:40:29 main:581] : INFO : Epoch 1003 | loss: 0.0319825 | val_loss: 0.0319791 | Time: 3655.39 ms
[2020-11-25 10:40:33 main:581] : INFO : Epoch 1004 | loss: 0.0320298 | val_loss: 0.0322788 | Time: 3620.99 ms
[2020-11-25 10:40:36 main:581] : INFO : Epoch 1005 | loss: 0.032058 | val_loss: 0.0320101 | Time: 3638.41 ms
[2020-11-25 10:40:40 main:581] : INFO : Epoch 1006 | loss: 0.0319969 | val_loss: 0.0319841 | Time: 3607.19 ms
[2020-11-25 10:40:43 main:581] : INFO : Epoch 1007 | loss: 0.0319826 | val_loss: 0.031988 | Time: 3641.39 ms
[2020-11-25 10:40:47 main:581] : INFO : Epoch 1008 | loss: 0.0319928 | val_loss: 0.0320071 | Time: 3617.77 ms
[2020-11-25 10:40:53 main:581] : INFO : Epoch 1009 | loss: 0.0320006 | val_loss: 0.0319986 | Time: 5691.93 ms
[2020-11-25 10:40:57 main:581] : INFO : Epoch 1010 | loss: 0.0319924 | val_loss: 0.0319894 | Time: 3735.86 ms
[2020-11-25 10:41:00 main:581] : INFO : Epoch 1011 | loss: 0.0319964 | val_loss: 0.0319814 | Time: 3677.63 ms
[2020-11-25 10:41:04 main:581] : INFO : Epoch 1012 | loss: 0.0319865 | val_loss: 0.0319926 | Time: 3633.15 ms
[2020-11-25 10:41:07 main:581] : INFO : Epoch 1013 | loss: 0.0320508 | val_loss: 0.0320465 | Time: 3631.38 ms
[2020-11-25 10:41:11 main:581] : INFO : Epoch 1014 | loss: 0.0320037 | val_loss: 0.0319938 | Time: 3800.47 ms
[2020-11-25 10:41:15 main:581] : INFO : Epoch 1015 | loss: 0.03199 | val_loss: 0.0319964 | Time: 3724.1 ms
[2020-11-25 10:41:19 main:581] : INFO : Epoch 1016 | loss: 0.0319917 | val_loss: 0.0319875 | Time: 3680.16 ms
[2020-11-25 10:41:22 main:581] : INFO : Epoch 1017 | loss: 0.0319842 | val_loss: 0.0320029 | Time: 3649.75 ms
[2020-11-25 10:41:26 main:581] : INFO : Epoch 1018 | loss: 0.0320082 | val_loss: 0.0320055 | Time: 3524.53 ms
[2020-11-25 10:41:29 main:581] : INFO : Epoch 1019 | loss: 0.0319958 | val_loss: 0.0319876 | Time: 3572.46 ms
[2020-11-25 10:41:33 main:581] : INFO : Epoch 1020 | loss: 0.0319896 | val_loss: 0.0320023 | Time: 3855.86 ms
[2020-11-25 10:41:37 main:581] : INFO : Epoch 1021 | loss: 0.0320779 | val_loss: 0.0320127 | Time: 3779.57 ms
[2020-11-25 10:41:41 main:581] : INFO : Epoch 1022 | loss: 0.0320001 | val_loss: 0.0319847 | Time: 3698.8 ms
[2020-11-25 10:41:45 main:581] : INFO : Epoch 1023 | loss: 0.031986 | val_loss: 0.0319985 | Time: 3823.16 ms
[2020-11-25 10:41:48 main:581] : INFO : Epoch 1024 | loss: 0.0320073 | val_loss: 0.0320656 | Time: 3771.71 ms
[2020-11-25 10:41:48 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0320656
[2020-11-25 10:41:48 main:610] : INFO : Saving end state to config to file
[2020-11-25 10:41:48 main:615] : INFO : Success, exiting..
10:41:48 (14325): 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)