Task 3369483
| Name | ParityModified-1605151130-32296-6_1 |
| Workunit | 1624321 |
| Created | 21 Dec 2020, 18:37:54 UTC |
| Sent | 21 Dec 2020, 19:58:06 UTC |
| Report deadline | 28 Dec 2020, 19:58:06 UTC |
| Received | 21 Dec 2020, 23:28:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5481 |
| Run time | 1 hours 9 min 55 sec |
| CPU time | 1 hours 3 min 22 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,857.79 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.8.2</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 514 | loss: 0.0311395 | val_loss: 0.0311474 | Time: 4008.36 ms [2020-12-21 22:53:54 main:574] : INFO : Epoch 515 | loss: 0.0311389 | val_loss: 0.0311536 | Time: 4141.27 ms [2020-12-21 22:53:58 main:574] : INFO : Epoch 516 | loss: 0.0311389 | val_loss: 0.0311452 | Time: 3776 ms [2020-12-21 22:54:02 main:574] : INFO : Epoch 517 | loss: 0.0311429 | val_loss: 0.0311439 | Time: 3670.1 ms [2020-12-21 22:54:05 main:574] : INFO : Epoch 518 | loss: 0.0311367 | val_loss: 0.0311416 | Time: 3495.56 ms [2020-12-21 22:54:09 main:574] : INFO : Epoch 519 | loss: 0.031136 | val_loss: 0.0311441 | Time: 3626.48 ms [2020-12-21 22:54:13 main:574] : INFO : Epoch 520 | loss: 0.0311348 | val_loss: 0.0311434 | Time: 3728.1 ms [2020-12-21 22:54:16 main:574] : INFO : Epoch 521 | loss: 0.031133 | val_loss: 0.0311454 | Time: 3725.9 ms [2020-12-21 22:54:20 main:574] : INFO : Epoch 522 | loss: 0.0311327 | val_loss: 0.0311459 | Time: 3796.96 ms [2020-12-21 22:54:24 main:574] : INFO : Epoch 523 | loss: 0.0311324 | val_loss: 0.0311456 | Time: 3728.19 ms [2020-12-21 22:54:28 main:574] : INFO : Epoch 524 | loss: 0.0311348 | val_loss: 0.031145 | Time: 3797.83 ms [2020-12-21 22:54:32 main:574] : INFO : Epoch 525 | loss: 0.0311353 | val_loss: 0.0311455 | Time: 4150.74 ms [2020-12-21 22:54:36 main:574] : INFO : Epoch 526 | loss: 0.0311357 | val_loss: 0.0311485 | Time: 4060.22 ms [2020-12-21 22:54:40 main:574] : INFO : Epoch 527 | loss: 0.0311345 | val_loss: 0.031146 | Time: 4172.76 ms [2020-12-21 22:54:44 main:574] : INFO : Epoch 528 | loss: 0.0311327 | val_loss: 0.0311476 | Time: 4223.28 ms [2020-12-21 22:54:48 main:574] : INFO : Epoch 529 | loss: 0.0311331 | val_loss: 0.0311477 | Time: 4069.48 ms [2020-12-21 22:54:52 main:574] : INFO : Epoch 530 | loss: 0.0311325 | val_loss: 0.031148 | Time: 3927.28 ms [2020-12-21 22:54:56 main:574] : INFO : Epoch 531 | loss: 0.0311362 | val_loss: 0.0311479 | Time: 3882.45 ms [2020-12-21 22:55:00 main:574] : INFO : Epoch 532 | loss: 0.0311325 | val_loss: 0.0311468 | Time: 4010.48 ms [2020-12-21 22:55:05 main:574] : INFO : Epoch 533 | loss: 0.0311314 | val_loss: 0.0311466 | Time: 4156.51 ms [2020-12-21 22:55:09 main:574] : INFO : Epoch 534 | loss: 0.0311321 | val_loss: 0.0311583 | Time: 4360.82 ms [2020-12-21 22:55:13 main:574] : INFO : Epoch 535 | loss: 0.031134 | val_loss: 0.0311478 | Time: 4379 ms [2020-12-21 22:55:18 main:574] : INFO : Epoch 536 | loss: 0.0311367 | val_loss: 0.0311464 | Time: 4354.15 ms [2020-12-21 22:55:22 main:574] : INFO : Epoch 537 | loss: 0.031133 | val_loss: 0.0311451 | Time: 4334.73 ms [2020-12-21 22:55:26 main:574] : INFO : Epoch 538 | loss: 0.0311347 | val_loss: 0.0311499 | Time: 3851.95 ms [2020-12-21 22:55:30 main:574] : INFO : Epoch 539 | loss: 0.0311331 | val_loss: 0.0311459 | Time: 4203.77 ms [2020-12-21 22:55:34 main:574] : INFO : Epoch 540 | loss: 0.0311309 | val_loss: 0.031145 | Time: 3995.26 ms [2020-12-21 22:55:38 main:574] : INFO : Epoch 541 | loss: 0.0311329 | val_loss: 0.0311471 | Time: 4117.94 ms [2020-12-21 22:55:42 main:574] : INFO : Epoch 542 | loss: 0.0311331 | val_loss: 0.0311462 | Time: 3964.35 ms [2020-12-21 22:55:46 main:574] : INFO : Epoch 543 | loss: 0.0311295 | val_loss: 0.0311465 | Time: 3838.66 ms [2020-12-21 22:55:50 main:574] : INFO : Epoch 544 | loss: 0.0311303 | val_loss: 0.0311471 | Time: 3704.53 ms [2020-12-21 22:55:54 main:574] : INFO : Epoch 545 | loss: 0.0311293 | val_loss: 0.0311495 | Time: 3732.48 ms [2020-12-21 22:55:57 main:574] : INFO : Epoch 546 | loss: 0.0311291 | val_loss: 0.031149 | Time: 3635.98 ms [2020-12-21 22:56:01 main:574] : INFO : Epoch 547 | loss: 0.0311328 | val_loss: 0.0311478 | Time: 3941.46 ms [2020-12-21 22:56:05 main:574] : INFO : Epoch 548 | loss: 0.031132 | val_loss: 0.0311504 | Time: 3910.82 ms [2020-12-21 22:56:09 main:574] : INFO : Epoch 549 | loss: 0.03113 | val_loss: 0.0311481 | Time: 3927.18 ms [2020-12-21 22:56:13 main:574] : INFO : Epoch 550 | loss: 0.0311306 | val_loss: 0.0311506 | Time: 3990.96 ms [2020-12-21 22:56:17 main:574] : INFO : Epoch 551 | loss: 0.0311287 | val_loss: 0.0311471 | Time: 3964.33 ms [2020-12-21 22:56:21 main:574] : INFO : Epoch 552 | loss: 0.0311279 | val_loss: 0.0311466 | Time: 3901.25 ms [2020-12-21 22:56:25 main:574] : INFO : Epoch 553 | loss: 0.0311291 | val_loss: 0.0311494 | Time: 3945.99 ms [2020-12-21 22:56:29 main:574] : INFO : Epoch 554 | loss: 0.0311314 | val_loss: 0.031151 | Time: 3828.59 ms [2020-12-21 22:56:32 main:574] : INFO : Epoch 555 | loss: 0.0311296 | val_loss: 0.0311492 | Time: 3673.56 ms [2020-12-21 22:56:36 main:574] : INFO : Epoch 556 | loss: 0.0311273 | val_loss: 0.0311484 | Time: 3701.07 ms [2020-12-21 22:56:40 main:574] : INFO : Epoch 557 | loss: 0.0311271 | val_loss: 0.0311453 | Time: 3681.54 ms [2020-12-21 22:56:44 main:574] : INFO : Epoch 558 | loss: 0.0311283 | val_loss: 0.0311489 | Time: 3914.51 ms [2020-12-21 22:56:48 main:574] : INFO : Epoch 559 | loss: 0.0311286 | val_loss: 0.0311523 | Time: 3845.98 ms [2020-12-21 22:56:52 main:574] : INFO : Epoch 560 | loss: 0.0311273 | val_loss: 0.0311504 | Time: 3900.13 ms [2020-12-21 22:56:55 main:574] : INFO : Epoch 561 | loss: 0.0311273 | val_loss: 0.0311503 | Time: 3734.45 ms [2020-12-21 22:56:59 main:574] : INFO : Epoch 562 | loss: 0.0311317 | val_loss: 0.0311488 | Time: 3828.03 ms [2020-12-21 22:57:03 main:574] : INFO : Epoch 563 | loss: 0.0311325 | val_loss: 0.0311477 | Time: 3734.93 ms [2020-12-21 22:57:06 main:574] : INFO : Epoch 564 | loss: 0.0311293 | val_loss: 0.031146 | Time: 3521.88 ms [2020-12-21 22:57:10 main:574] : INFO : Epoch 565 | loss: 0.0311311 | val_loss: 0.031146 | Time: 3441.78 ms [2020-12-21 22:57:14 main:574] : INFO : Epoch 566 | loss: 0.0311277 | val_loss: 0.0311463 | Time: 3881.58 ms [2020-12-21 22:57:18 main:574] : INFO : Epoch 567 | loss: 0.0311298 | val_loss: 0.0311495 | Time: 3862.57 ms [2020-12-21 22:57:22 main:574] : INFO : Epoch 568 | loss: 0.0311296 | val_loss: 0.0311474 | Time: 4048.22 ms [2020-12-21 22:57:26 main:574] : INFO : Epoch 569 | loss: 0.0311286 | val_loss: 0.0311509 | Time: 3922.37 ms [2020-12-21 22:57:30 main:574] : INFO : Epoch 570 | loss: 0.0311277 | val_loss: 0.0311449 | Time: 3789.11 ms [2020-12-21 22:57:34 main:574] : INFO : Epoch 571 | loss: 0.0311291 | val_loss: 0.0311531 | Time: 4072.46 ms [2020-12-21 22:57:38 main:574] : INFO : Epoch 572 | loss: 0.0311329 | val_loss: 0.0311491 | Time: 3941.97 ms [2020-12-21 22:57:42 main:574] : INFO : Epoch 573 | loss: 0.0311293 | val_loss: 0.0311519 | Time: 3943.4 ms [2020-12-21 22:57:45 main:574] : INFO : Epoch 574 | loss: 0.0311284 | val_loss: 0.0311523 | Time: 3848.01 ms [2020-12-21 22:57:49 main:574] : INFO : Epoch 575 | loss: 0.031128 | val_loss: 0.0311516 | Time: 3849.33 ms [2020-12-21 22:57:54 main:574] : INFO : Epoch 576 | loss: 0.0311248 | val_loss: 0.0311494 | Time: 4227.1 ms [2020-12-21 22:57:58 main:574] : INFO : Epoch 577 | loss: 0.0311256 | val_loss: 0.0311498 | Time: 3922.41 ms [2020-12-21 22:58:02 main:574] : INFO : Epoch 578 | loss: 0.0311251 | val_loss: 0.0311498 | Time: 3964.84 ms [2020-12-21 22:58:05 main:574] : INFO : Epoch 579 | loss: 0.0311243 | val_loss: 0.0311503 | Time: 3967.23 ms [2020-12-21 22:58:10 main:574] : INFO : Epoch 580 | loss: 0.0311249 | val_loss: 0.0311491 | Time: 3996.72 ms [2020-12-21 22:58:13 main:574] : INFO : Epoch 581 | loss: 0.0311268 | val_loss: 0.0311495 | Time: 3953.34 ms [2020-12-21 22:58:18 main:574] : INFO : Epoch 582 | loss: 0.0311279 | val_loss: 0.0311533 | Time: 4104.24 ms [2020-12-21 22:58:22 main:574] : INFO : Epoch 583 | loss: 0.0311342 | val_loss: 0.0311555 | Time: 4053.65 ms [2020-12-21 22:58:26 main:574] : INFO : Epoch 584 | loss: 0.0311346 | val_loss: 0.0311515 | Time: 4104.92 ms [2020-12-21 22:58:30 main:574] : INFO : Epoch 585 | loss: 0.0311335 | val_loss: 0.0311496 | Time: 4366.36 ms [2020-12-21 22:58:34 main:574] : INFO : Epoch 586 | loss: 0.0311329 | val_loss: 0.0311528 | Time: 4047.33 ms [2020-12-21 22:58:38 main:574] : INFO : Epoch 587 | loss: 0.0311326 | val_loss: 0.0311529 | Time: 4138.91 ms [2020-12-21 22:58:42 main:574] : INFO : Epoch 588 | loss: 0.0311312 | val_loss: 0.0311499 | Time: 4008.91 ms [2020-12-21 22:58:46 main:574] : INFO : Epoch 589 | loss: 0.0311323 | val_loss: 0.0311508 | Time: 3871.15 ms [2020-12-21 22:58:50 main:574] : INFO : Epoch 590 | loss: 0.0311391 | val_loss: 0.0311537 | Time: 3911.22 ms [2020-12-21 22:58:54 main:574] : INFO : Epoch 591 | loss: 0.0311367 | val_loss: 0.0311514 | Time: 4015.49 ms [2020-12-21 22:58:58 main:574] : INFO : Epoch 592 | loss: 0.0311347 | val_loss: 0.0311493 | Time: 4123.07 ms [2020-12-21 22:59:03 main:574] : INFO : Epoch 593 | loss: 0.0311332 | val_loss: 0.0311518 | Time: 4272.95 ms [2020-12-21 22:59:07 main:574] : INFO : Epoch 594 | loss: 0.0311338 | val_loss: 0.0311497 | Time: 4258.96 ms [2020-12-21 22:59:11 main:574] : INFO : Epoch 595 | loss: 0.0311304 | val_loss: 0.031151 | Time: 3851.48 ms [2020-12-21 22:59:15 main:574] : INFO : Epoch 596 | loss: 0.0311305 | val_loss: 0.0311506 | Time: 3878.71 ms [2020-12-21 22:59:19 main:574] : INFO : Epoch 597 | loss: 0.0311297 | val_loss: 0.0311507 | Time: 3927.19 ms [2020-12-21 22:59:23 main:574] : INFO : Epoch 598 | loss: 0.0311284 | val_loss: 0.0311541 | Time: 3889.72 ms [2020-12-21 22:59:27 main:574] : INFO : Epoch 599 | loss: 0.0311291 | val_loss: 0.0311545 | Time: 3955.79 ms [2020-12-21 22:59:31 main:574] : INFO : Epoch 600 | loss: 0.0311284 | val_loss: 0.0311534 | Time: 3947.97 ms [2020-12-21 22:59:35 main:574] : INFO : Epoch 601 | loss: 0.0311302 | val_loss: 0.0311512 | Time: 3982.74 ms [2020-12-21 22:59:39 main:574] : INFO : Epoch 602 | loss: 0.0311318 | val_loss: 0.0311483 | Time: 4034.88 ms [2020-12-21 22:59:43 main:574] : INFO : Epoch 603 | loss: 0.0311313 | val_loss: 0.0311539 | Time: 3974.18 ms [2020-12-21 22:59:47 main:574] : INFO : Epoch 604 | loss: 0.031133 | val_loss: 0.0311512 | Time: 3990.83 ms [2020-12-21 22:59:51 main:574] : INFO : Epoch 605 | loss: 0.0311349 | val_loss: 0.0311513 | Time: 4078.73 ms [2020-12-21 22:59:55 main:574] : INFO : Epoch 606 | loss: 0.031133 | val_loss: 0.0311524 | Time: 4396.15 ms [2020-12-21 23:00:01 main:574] : INFO : Epoch 607 | loss: 0.0311322 | val_loss: 0.0311553 | Time: 5802.9 ms [2020-12-21 23:00:05 main:574] : INFO : Epoch 608 | loss: 0.0311338 | val_loss: 0.0311518 | Time: 4327.01 ms [2020-12-21 23:00:11 main:574] : INFO : Epoch 609 | loss: 0.0311365 | val_loss: 0.0311484 | Time: 5317.2 ms [2020-12-21 23:00:15 main:574] : INFO : Epoch 610 | loss: 0.0311369 | val_loss: 0.0311581 | Time: 4525.81 ms [2020-12-21 23:00:19 main:574] : INFO : Epoch 611 | loss: 0.0311345 | val_loss: 0.0311478 | Time: 3882.45 ms [2020-12-21 23:00:23 main:574] : INFO : Epoch 612 | loss: 0.0311308 | val_loss: 0.0311479 | Time: 3998.04 ms [2020-12-21 23:00:27 main:574] : INFO : Epoch 613 | loss: 0.0311342 | val_loss: 0.0311638 | Time: 4114.65 ms [2020-12-21 23:00:31 main:574] : INFO : Epoch 614 | loss: 0.0311338 | val_loss: 0.0311486 | Time: 3931.44 ms [2020-12-21 23:00:35 main:574] : INFO : Epoch 615 | loss: 0.0311308 | val_loss: 0.0311477 | Time: 3915.67 ms [2020-12-21 23:00:39 main:574] : INFO : Epoch 616 | loss: 0.0311291 | val_loss: 0.0311504 | Time: 3897.42 ms [2020-12-21 23:00:43 main:574] : INFO : Epoch 617 | loss: 0.0311299 | val_loss: 0.0311491 | Time: 3928.85 ms [2020-12-21 23:00:47 main:574] : INFO : Epoch 618 | loss: 0.0311295 | val_loss: 0.0311521 | Time: 4061.05 ms [2020-12-21 23:00:51 main:574] : INFO : Epoch 619 | loss: 0.0311313 | val_loss: 0.0311509 | Time: 3998.38 ms [2020-12-21 23:00:55 main:574] : INFO : Epoch 620 | loss: 0.03113 | val_loss: 0.0311505 | Time: 4180.72 ms [2020-12-21 23:00:59 main:574] : INFO : Epoch 621 | loss: 0.0311282 | val_loss: 0.0311488 | Time: 4129.35 ms [2020-12-21 23:01:04 main:574] : INFO : Epoch 622 | loss: 0.0311281 | val_loss: 0.0311483 | Time: 4258.04 ms [2020-12-21 23:01:08 main:574] : INFO : Epoch 623 | loss: 0.031127 | val_loss: 0.0311493 | Time: 4141.59 ms [2020-12-21 23:01:12 main:574] : INFO : Epoch 624 | loss: 0.0311264 | val_loss: 0.0311526 | Time: 3738.29 ms [2020-12-21 23:01:16 main:574] : INFO : Epoch 625 | loss: 0.0311271 | val_loss: 0.0311482 | Time: 4157.75 ms [2020-12-21 23:01:19 main:574] : INFO : Epoch 626 | loss: 0.0311281 | val_loss: 0.0311466 | Time: 3595.76 ms [2020-12-21 23:01:24 main:574] : INFO : Epoch 627 | loss: 0.0311251 | val_loss: 0.0311479 | Time: 4182.74 ms [2020-12-21 23:01:28 main:574] : INFO : Epoch 628 | loss: 0.0311253 | val_loss: 0.0311517 | Time: 4013.47 ms [2020-12-21 23:01:32 main:574] : INFO : Epoch 629 | loss: 0.0311269 | val_loss: 0.0311505 | Time: 4096.62 ms [2020-12-21 23:01:36 main:574] : INFO : Epoch 630 | loss: 0.0311275 | val_loss: 0.0311508 | Time: 4325.57 ms [2020-12-21 23:01:41 main:574] : INFO : Epoch 631 | loss: 0.0311282 | val_loss: 0.031154 | Time: 4544.83 ms [2020-12-21 23:01:45 main:574] : INFO : Epoch 632 | loss: 0.0311292 | val_loss: 0.0311466 | Time: 3986.95 ms [2020-12-21 23:01:49 main:574] : INFO : Epoch 633 | loss: 0.0311305 | val_loss: 0.0311507 | Time: 4056.14 ms [2020-12-21 23:01:53 main:574] : INFO : Epoch 634 | loss: 0.0311304 | val_loss: 0.0311519 | Time: 3851.99 ms [2020-12-21 23:01:57 main:574] : INFO : Epoch 635 | loss: 0.0311313 | val_loss: 0.0311517 | Time: 4436.32 ms [2020-12-21 23:02:01 main:574] : INFO : Epoch 636 | loss: 0.0311298 | val_loss: 0.0311527 | Time: 3971.83 ms [2020-12-21 23:02:05 main:574] : INFO : Epoch 637 | loss: 0.03113 | val_loss: 0.0311499 | Time: 4152.24 ms [2020-12-21 23:02:09 main:574] : INFO : Epoch 638 | loss: 0.0311274 | val_loss: 0.0311532 | Time: 4102.87 ms [2020-12-21 23:02:13 main:574] : INFO : Epoch 639 | loss: 0.0311275 | val_loss: 0.0311509 | Time: 3981.73 ms [2020-12-21 23:02:17 main:574] : INFO : Epoch 640 | loss: 0.0311283 | val_loss: 0.0311511 | Time: 4012.82 ms [2020-12-21 23:02:22 main:574] : INFO : Epoch 641 | loss: 0.0311312 | val_loss: 0.03116 | Time: 4034.4 ms [2020-12-21 23:02:26 main:574] : INFO : Epoch 642 | loss: 0.0311301 | val_loss: 0.0311523 | Time: 4022.9 ms [2020-12-21 23:02:30 main:574] : INFO : Epoch 643 | loss: 0.0311281 | val_loss: 0.031155 | Time: 4036.51 ms [2020-12-21 23:02:34 main:574] : INFO : Epoch 644 | loss: 0.0311281 | val_loss: 0.0311594 | Time: 4054.84 ms [2020-12-21 23:02:38 main:574] : INFO : Epoch 645 | loss: 0.0311267 | val_loss: 0.0311551 | Time: 4097.04 ms [2020-12-21 23:02:42 main:574] : INFO : Epoch 646 | loss: 0.0311257 | val_loss: 0.0311591 | Time: 4006.01 ms [2020-12-21 23:02:46 main:574] : INFO : Epoch 647 | loss: 0.0311254 | val_loss: 0.0311519 | Time: 3713.59 ms [2020-12-21 23:02:50 main:574] : INFO : Epoch 648 | loss: 0.0311272 | val_loss: 0.0311599 | Time: 3991.68 ms [2020-12-21 23:02:54 main:574] : INFO : Epoch 649 | loss: 0.0311287 | val_loss: 0.0311546 | Time: 3949.69 ms [2020-12-21 23:02:57 main:574] : INFO : Epoch 650 | loss: 0.0311314 | val_loss: 0.0311557 | Time: 3921.64 ms [2020-12-21 23:03:01 main:574] : INFO : Epoch 651 | loss: 0.0311286 | val_loss: 0.031153 | Time: 3879.86 ms [2020-12-21 23:03:05 main:574] : INFO : Epoch 652 | loss: 0.0311255 | val_loss: 0.0311573 | Time: 3607.34 ms [2020-12-21 23:03:09 main:574] : INFO : Epoch 653 | loss: 0.0311263 | val_loss: 0.0311525 | Time: 3694.24 ms [2020-12-21 23:03:12 main:574] : INFO : Epoch 654 | loss: 0.0311357 | val_loss: 0.0311567 | Time: 3661.81 ms [2020-12-21 23:03:16 main:574] : INFO : Epoch 655 | loss: 0.0311362 | val_loss: 0.0311568 | Time: 3825.06 ms [2020-12-21 23:03:21 main:574] : INFO : Epoch 656 | loss: 0.0311375 | val_loss: 0.0311608 | Time: 4364.19 ms [2020-12-21 23:03:26 main:574] : INFO : Epoch 657 | loss: 0.0311344 | val_loss: 0.0311532 | Time: 4917.62 ms [2020-12-21 23:03:29 main:574] : INFO : Epoch 658 | loss: 0.0311338 | val_loss: 0.0311488 | Time: 3551.65 ms [2020-12-21 23:03:33 main:574] : INFO : Epoch 659 | loss: 0.0311328 | val_loss: 0.03116 | Time: 3603.93 ms [2020-12-21 23:03:36 main:574] : INFO : Epoch 660 | loss: 0.0311335 | val_loss: 0.03115 | Time: 3675.66 ms [2020-12-21 23:03:40 main:574] : INFO : Epoch 661 | loss: 0.03113 | val_loss: 0.0311514 | Time: 3801.63 ms [2020-12-21 23:03:44 main:574] : INFO : Epoch 662 | loss: 0.0311313 | val_loss: 0.0311497 | Time: 3830.57 ms [2020-12-21 23:03:48 main:574] : INFO : Epoch 663 | loss: 0.0311283 | val_loss: 0.0311508 | Time: 3753.16 ms [2020-12-21 23:03:51 main:574] : INFO : Epoch 664 | loss: 0.0311292 | val_loss: 0.0311555 | Time: 3364.64 ms [2020-12-21 23:03:55 main:574] : INFO : Epoch 665 | loss: 0.0311299 | val_loss: 0.0311519 | Time: 3657.13 ms [2020-12-21 23:03:59 main:574] : INFO : Epoch 666 | loss: 0.0311266 | val_loss: 0.0311492 | Time: 4490.59 ms [2020-12-21 23:04:03 main:574] : INFO : Epoch 667 | loss: 0.0311267 | val_loss: 0.0311476 | Time: 3332.88 ms [2020-12-21 23:04:07 main:574] : INFO : Epoch 668 | loss: 0.031126 | val_loss: 0.0311523 | Time: 3865.35 ms [2020-12-21 23:04:10 main:574] : INFO : Epoch 669 | loss: 0.0311282 | val_loss: 0.031156 | Time: 3829.99 ms [2020-12-21 23:04:14 main:574] : INFO : Epoch 670 | loss: 0.0311275 | val_loss: 0.0311536 | Time: 3434.3 ms [2020-12-21 23:04:18 main:574] : INFO : Epoch 671 | loss: 0.0311249 | val_loss: 0.0311508 | Time: 3924.71 ms [2020-12-21 23:04:22 main:574] : INFO : Epoch 672 | loss: 0.0311248 | val_loss: 0.0311515 | Time: 3976.28 ms [2020-12-21 23:04:26 main:574] : INFO : Epoch 673 | loss: 0.0311306 | val_loss: 0.0311492 | Time: 3623.05 ms [2020-12-21 23:04:29 main:574] : INFO : Epoch 674 | loss: 0.0311273 | val_loss: 0.031149 | Time: 3357.08 ms [2020-12-21 23:04:33 main:574] : INFO : Epoch 675 | loss: 0.0311278 | val_loss: 0.0311512 | Time: 3727.25 ms [2020-12-21 23:04:36 main:574] : INFO : Epoch 676 | loss: 0.0311296 | val_loss: 0.0311529 | Time: 3714.6 ms [2020-12-21 23:04:40 main:574] : INFO : Epoch 677 | loss: 0.0311298 | val_loss: 0.0311554 | Time: 3792.78 ms [2020-12-21 23:04:44 main:574] : INFO : Epoch 678 | loss: 0.0311316 | val_loss: 0.0311478 | Time: 3537.05 ms [2020-12-21 23:04:47 main:574] : INFO : Epoch 679 | loss: 0.0311295 | val_loss: 0.0311465 | Time: 3424.65 ms [2020-12-21 23:04:51 main:574] : INFO : Epoch 680 | loss: 0.0311266 | val_loss: 0.0311498 | Time: 3670.26 ms [2020-12-21 23:04:55 main:574] : INFO : Epoch 681 | loss: 0.0311265 | val_loss: 0.0311522 | Time: 3746.78 ms [2020-12-21 23:04:58 main:574] : INFO : Epoch 682 | loss: 0.0311272 | val_loss: 0.031147 | Time: 3558.49 ms [2020-12-21 23:05:01 main:574] : INFO : Epoch 683 | loss: 0.0311263 | val_loss: 0.0311495 | Time: 3260.7 ms [2020-12-21 23:05:05 main:574] : INFO : Epoch 684 | loss: 0.0311275 | val_loss: 0.0311597 | Time: 3419.43 ms [2020-12-21 23:05:09 main:574] : INFO : Epoch 685 | loss: 0.03113 | val_loss: 0.0311564 | Time: 3940.44 ms [2020-12-21 23:05:13 main:574] : INFO : Epoch 686 | loss: 0.0311288 | val_loss: 0.0311496 | Time: 3959.26 ms [2020-12-21 23:05:17 main:574] : INFO : Epoch 687 | loss: 0.0311269 | val_loss: 0.0311554 | Time: 3875.91 ms [2020-12-21 23:05:21 main:574] : INFO : Epoch 688 | loss: 0.0311282 | val_loss: 0.0311484 | Time: 3975.93 ms [2020-12-21 23:05:25 main:574] : INFO : Epoch 689 | loss: 0.0311267 | val_loss: 0.0311524 | Time: 3953.91 ms [2020-12-21 23:05:29 main:574] : INFO : Epoch 690 | loss: 0.0311253 | val_loss: 0.0311494 | Time: 3915.72 ms [2020-12-21 23:05:33 main:574] : INFO : Epoch 691 | loss: 0.0311259 | val_loss: 0.0311497 | Time: 3986.42 ms [2020-12-21 23:05:37 main:574] : INFO : Epoch 692 | loss: 0.0311268 | val_loss: 0.0311502 | Time: 3994.51 ms [2020-12-21 23:05:41 main:574] : INFO : Epoch 693 | loss: 0.0311264 | val_loss: 0.0311525 | Time: 3990.66 ms [2020-12-21 23:05:45 main:574] : INFO : Epoch 694 | loss: 0.0311251 | val_loss: 0.0311534 | Time: 3775.58 ms [2020-12-21 23:05:48 main:574] : INFO : Epoch 695 | loss: 0.0311258 | val_loss: 0.0311504 | Time: 3497.21 ms [2020-12-21 23:05:52 main:574] : INFO : Epoch 696 | loss: 0.0311244 | val_loss: 0.0311548 | Time: 3549.15 ms [2020-12-21 23:05:55 main:574] : INFO : Epoch 697 | loss: 0.0311297 | val_loss: 0.0311521 | Time: 3624.26 ms [2020-12-21 23:05:59 main:574] : INFO : Epoch 698 | loss: 0.0311319 | val_loss: 0.0311528 | Time: 3594.49 ms [2020-12-21 23:06:02 main:574] : INFO : Epoch 699 | loss: 0.0311323 | val_loss: 0.0311505 | Time: 3347.01 ms [2020-12-21 23:06:06 main:574] : INFO : Epoch 700 | loss: 0.0311325 | val_loss: 0.031153 | Time: 3297.14 ms [2020-12-21 23:06:09 main:574] : INFO : Epoch 701 | loss: 0.0311347 | val_loss: 0.0311529 | Time: 3686.79 ms [2020-12-21 23:06:13 main:574] : INFO : Epoch 702 | loss: 0.0311389 | val_loss: 0.0311481 | Time: 3713.6 ms [2020-12-21 23:06:17 main:574] : INFO : Epoch 703 | loss: 0.0311341 | val_loss: 0.0311518 | Time: 3770.01 ms [2020-12-21 23:06:20 main:574] : INFO : Epoch 704 | loss: 0.0311356 | val_loss: 0.0311526 | Time: 3352.07 ms [2020-12-21 23:06:23 main:574] : INFO : Epoch 705 | loss: 0.0311304 | val_loss: 0.0311503 | Time: 3291.01 ms [2020-12-21 23:06:27 main:574] : INFO : Epoch 706 | loss: 0.031132 | val_loss: 0.0311496 | Time: 3606.74 ms [2020-12-21 23:06:31 main:574] : INFO : Epoch 707 | loss: 0.0311294 | val_loss: 0.0311528 | Time: 3519.69 ms [2020-12-21 23:06:34 main:574] : INFO : Epoch 708 | loss: 0.0311308 | val_loss: 0.0311575 | Time: 3496.99 ms [2020-12-21 23:06:38 main:574] : INFO : Epoch 709 | loss: 0.0311302 | val_loss: 0.0311522 | Time: 3694.37 ms [2020-12-21 23:06:42 main:574] : INFO : Epoch 710 | loss: 0.0311267 | val_loss: 0.0311531 | Time: 3790.05 ms [2020-12-21 23:06:46 main:574] : INFO : Epoch 711 | loss: 0.0311301 | val_loss: 0.0311562 | Time: 3854.33 ms [2020-12-21 23:06:49 main:574] : INFO : Epoch 712 | loss: 0.0311322 | val_loss: 0.0311509 | Time: 3879.09 ms [2020-12-21 23:06:53 main:574] : INFO : Epoch 713 | loss: 0.0311274 | val_loss: 0.031151 | Time: 3866.07 ms [2020-12-21 23:06:57 main:574] : INFO : Epoch 714 | loss: 0.0311246 | val_loss: 0.0311517 | Time: 3923.15 ms [2020-12-21 23:07:01 main:574] : INFO : Epoch 715 | loss: 0.0311245 | val_loss: 0.0311523 | Time: 3763.13 ms [2020-12-21 23:07:06 main:574] : INFO : Epoch 716 | loss: 0.0311273 | val_loss: 0.0311499 | Time: 5150.01 ms [2020-12-21 23:07:10 main:574] : INFO : Epoch 717 | loss: 0.0311275 | val_loss: 0.0311523 | Time: 4009.33 ms [2020-12-21 23:07:14 main:574] : INFO : Epoch 718 | loss: 0.0311259 | val_loss: 0.0311587 | Time: 3777.8 ms [2020-12-21 23:07:18 main:574] : INFO : Epoch 719 | loss: 0.0311318 | val_loss: 0.0311608 | Time: 4124.55 ms [2020-12-21 23:07:22 main:574] : INFO : Epoch 720 | loss: 0.0311277 | val_loss: 0.0311523 | Time: 4032.27 ms [2020-12-21 23:07:26 main:574] : INFO : Epoch 721 | loss: 0.0311265 | val_loss: 0.0311597 | Time: 4142.36 ms [2020-12-21 23:07:30 main:574] : INFO : Epoch 722 | loss: 0.0311261 | val_loss: 0.0311529 | Time: 4026.36 ms [2020-12-21 23:07:34 main:574] : INFO : Epoch 723 | loss: 0.0311236 | val_loss: 0.0311497 | Time: 3922.86 ms [2020-12-21 23:07:38 main:574] : INFO : Epoch 724 | loss: 0.0311231 | val_loss: 0.0311476 | Time: 3845.17 ms [2020-12-21 23:07:42 main:574] : INFO : Epoch 725 | loss: 0.0311222 | val_loss: 0.031149 | Time: 4009.05 ms [2020-12-21 23:07:46 main:574] : INFO : Epoch 726 | loss: 0.0311216 | val_loss: 0.0311512 | Time: 4151.11 ms [2020-12-21 23:07:50 main:574] : INFO : Epoch 727 | loss: 0.0311263 | val_loss: 0.0311537 | Time: 4105.81 ms [2020-12-21 23:07:55 main:574] : INFO : Epoch 728 | loss: 0.0311304 | val_loss: 0.0311552 | Time: 4048.46 ms [2020-12-21 23:07:59 main:574] : INFO : Epoch 729 | loss: 0.0311269 | val_loss: 0.0311506 | Time: 4298.26 ms [2020-12-21 23:08:03 main:574] : INFO : Epoch 730 | loss: 0.0311247 | val_loss: 0.0311504 | Time: 4134.44 ms [2020-12-21 23:08:07 main:574] : INFO : Epoch 731 | loss: 0.0311246 | val_loss: 0.0311524 | Time: 4352.32 ms [2020-12-21 23:08:12 main:574] : INFO : Epoch 732 | loss: 0.0311258 | val_loss: 0.0311447 | Time: 4275.78 ms [2020-12-21 23:08:16 main:574] : INFO : Epoch 733 | loss: 0.0311265 | val_loss: 0.0311481 | Time: 4267.09 ms [2020-12-21 23:08:20 main:574] : INFO : Epoch 734 | loss: 0.0311264 | val_loss: 0.0311476 | Time: 4110.76 ms [2020-12-21 23:08:24 main:574] : INFO : Epoch 735 | loss: 0.0311285 | val_loss: 0.0311536 | Time: 4184.52 ms [2020-12-21 23:08:29 main:574] : INFO : Epoch 736 | loss: 0.0311279 | val_loss: 0.0311483 | Time: 4304.7 ms [2020-12-21 23:08:33 main:574] : INFO : Epoch 737 | loss: 0.0311276 | val_loss: 0.0311544 | Time: 4356.26 ms [2020-12-21 23:08:38 main:574] : INFO : Epoch 738 | loss: 0.0311251 | val_loss: 0.0311485 | Time: 5156.87 ms [2020-12-21 23:08:43 main:574] : INFO : Epoch 739 | loss: 0.0311227 | val_loss: 0.0311473 | Time: 4530.66 ms [2020-12-21 23:08:47 main:574] : INFO : Epoch 740 | loss: 0.0311228 | val_loss: 0.0311509 | Time: 4286.53 ms [2020-12-21 23:08:51 main:574] : INFO : Epoch 741 | loss: 0.031122 | val_loss: 0.0311486 | Time: 4319.58 ms [2020-12-21 23:08:56 main:574] : INFO : Epoch 742 | loss: 0.0311223 | val_loss: 0.0311501 | Time: 4343.73 ms [2020-12-21 23:09:01 main:574] : INFO : Epoch 743 | loss: 0.0311228 | val_loss: 0.0311437 | Time: 5154.09 ms [2020-12-21 23:09:07 main:574] : INFO : Epoch 744 | loss: 0.0311234 | val_loss: 0.0311485 | Time: 6111.5 ms [2020-12-21 23:09:12 main:574] : INFO : Epoch 745 | loss: 0.0311241 | val_loss: 0.0311469 | Time: 4686.96 ms [2020-12-21 23:09:17 main:574] : INFO : Epoch 746 | loss: 0.0311237 | val_loss: 0.0311497 | Time: 5154.13 ms [2020-12-21 23:09:22 main:574] : INFO : Epoch 747 | loss: 0.0311243 | val_loss: 0.0311431 | Time: 4634.44 ms [2020-12-21 23:09:26 main:574] : INFO : Epoch 748 | loss: 0.0311242 | val_loss: 0.0311447 | Time: 4360.54 ms [2020-12-21 23:09:30 main:574] : INFO : Epoch 749 | loss: 0.0311265 | val_loss: 0.0311491 | Time: 3944.91 ms [2020-12-21 23:09:34 main:574] : INFO : Epoch 750 | loss: 0.0311326 | val_loss: 0.0311499 | Time: 4438.79 ms [2020-12-21 23:09:39 main:574] : INFO : Epoch 751 | loss: 0.0311349 | val_loss: 0.0311485 | Time: 4321.93 ms [2020-12-21 23:09:43 main:574] : INFO : Epoch 752 | loss: 0.0311287 | val_loss: 0.0311471 | Time: 4506.46 ms [2020-12-21 23:09:47 main:574] : INFO : Epoch 753 | loss: 0.0311329 | val_loss: 0.0311498 | Time: 4291.72 ms [2020-12-21 23:09:52 main:574] : INFO : Epoch 754 | loss: 0.0311309 | val_loss: 0.0311565 | Time: 4462.04 ms [2020-12-21 23:09:56 main:574] : INFO : Epoch 755 | loss: 0.0311326 | val_loss: 0.0311486 | Time: 4165.11 ms [2020-12-21 23:10:00 main:574] : INFO : Epoch 756 | loss: 0.03113 | val_loss: 0.0311514 | Time: 4183.76 ms [2020-12-21 23:10:05 main:574] : INFO : Epoch 757 | loss: 0.0311387 | val_loss: 0.031156 | Time: 4448.51 ms [2020-12-21 23:10:09 main:574] : INFO : Epoch 758 | loss: 0.0311448 | val_loss: 0.0311505 | Time: 4247.41 ms [2020-12-21 23:10:14 main:574] : INFO : Epoch 759 | loss: 0.031146 | val_loss: 0.0311495 | Time: 4421.54 ms [2020-12-21 23:10:18 main:574] : INFO : Epoch 760 | loss: 0.0311415 | val_loss: 0.0311461 | Time: 4036.85 ms [2020-12-21 23:10:22 main:574] : INFO : Epoch 761 | loss: 0.0311423 | val_loss: 0.0311461 | Time: 4386.12 ms [2020-12-21 23:10:26 main:574] : INFO : Epoch 762 | loss: 0.0311367 | val_loss: 0.0311463 | Time: 4429.7 ms [2020-12-21 23:10:31 main:574] : INFO : Epoch 763 | loss: 0.0311362 | val_loss: 0.0311456 | Time: 4380.88 ms [2020-12-21 23:10:35 main:574] : INFO : Epoch 764 | loss: 0.0311409 | val_loss: 0.0311506 | Time: 4306.75 ms [2020-12-21 23:10:39 main:574] : INFO : Epoch 765 | loss: 0.0311371 | val_loss: 0.0311473 | Time: 4206.33 ms [2020-12-21 23:10:44 main:574] : INFO : Epoch 766 | loss: 0.0311307 | val_loss: 0.0311447 | Time: 4217.2 ms [2020-12-21 23:10:48 main:574] : INFO : Epoch 767 | loss: 0.0311297 | val_loss: 0.0311459 | Time: 4286.15 ms [2020-12-21 23:10:52 main:574] : INFO : Epoch 768 | loss: 0.0311289 | val_loss: 0.0311434 | Time: 4080.11 ms [2020-12-21 23:10:56 main:574] : INFO : Epoch 769 | loss: 0.0311347 | val_loss: 0.031154 | Time: 4215.99 ms [2020-12-21 23:11:00 main:574] : INFO : Epoch 770 | loss: 0.0311459 | val_loss: 0.0311486 | Time: 4206.35 ms [2020-12-21 23:11:04 main:574] : INFO : Epoch 771 | loss: 0.0311411 | val_loss: 0.0311459 | Time: 3463.36 ms [2020-12-21 23:11:08 main:574] : INFO : Epoch 772 | loss: 0.0311377 | val_loss: 0.0311453 | Time: 3834.27 ms [2020-12-21 23:11:12 main:574] : INFO : Epoch 773 | loss: 0.0311352 | val_loss: 0.0311457 | Time: 4194.72 ms [2020-12-21 23:11:16 main:574] : INFO : Epoch 774 | loss: 0.0311334 | val_loss: 0.0311503 | Time: 4059.33 ms [2020-12-21 23:11:22 main:574] : INFO : Epoch 775 | loss: 0.0311344 | val_loss: 0.03115 | Time: 5471.2 ms [2020-12-21 23:11:25 main:574] : INFO : Epoch 776 | loss: 0.0311329 | val_loss: 0.0311441 | Time: 3691.28 ms [2020-12-21 23:11:29 main:574] : INFO : Epoch 777 | loss: 0.0311321 | val_loss: 0.0311448 | Time: 3945.73 ms [2020-12-21 23:11:33 main:574] : INFO : Epoch 778 | loss: 0.031131 | val_loss: 0.0311627 | Time: 3993.14 ms [2020-12-21 23:11:37 main:574] : INFO : Epoch 779 | loss: 0.0311323 | val_loss: 0.0311458 | Time: 3899.11 ms [2020-12-21 23:11:41 main:574] : INFO : Epoch 780 | loss: 0.0311285 | val_loss: 0.0311449 | Time: 3922 ms [2020-12-21 23:11:45 main:574] : INFO : Epoch 781 | loss: 0.0311297 | val_loss: 0.0311572 | Time: 3967.15 ms [2020-12-21 23:11:49 main:574] : INFO : Epoch 782 | loss: 0.0311333 | val_loss: 0.0311433 | Time: 3879.17 ms [2020-12-21 23:11:53 main:574] : INFO : Epoch 783 | loss: 0.0311283 | val_loss: 0.0311426 | Time: 3788.53 ms [2020-12-21 23:11:57 main:574] : INFO : Epoch 784 | loss: 0.0311279 | val_loss: 0.0311474 | Time: 3770.01 ms [2020-12-21 23:12:00 main:574] : INFO : Epoch 785 | loss: 0.0311318 | val_loss: 0.0311441 | Time: 3736.03 ms [2020-12-21 23:12:04 main:574] : INFO : Epoch 786 | loss: 0.0311301 | val_loss: 0.0311486 | Time: 3499.21 ms [2020-12-21 23:12:08 main:574] : INFO : Epoch 787 | loss: 0.0311306 | val_loss: 0.0311444 | Time: 3916.95 ms [2020-12-21 23:12:12 main:574] : INFO : Epoch 788 | loss: 0.0311295 | val_loss: 0.0311439 | Time: 3986.59 ms [2020-12-21 23:12:16 main:574] : INFO : Epoch 789 | loss: 0.0311291 | val_loss: 0.0311455 | Time: 4459.11 ms [2020-12-21 23:12:20 main:574] : INFO : Epoch 790 | loss: 0.0311279 | val_loss: 0.0311508 | Time: 3900.41 ms [2020-12-21 23:12:24 main:574] : INFO : Epoch 791 | loss: 0.0311274 | val_loss: 0.0311477 | Time: 3889.22 ms [2020-12-21 23:12:28 main:574] : INFO : Epoch 792 | loss: 0.0311286 | val_loss: 0.031151 | Time: 3743.87 ms [2020-12-21 23:12:32 main:574] : INFO : Epoch 793 | loss: 0.0311358 | val_loss: 0.0311418 | Time: 3657.14 ms [2020-12-21 23:12:36 main:574] : INFO : Epoch 794 | loss: 0.0311299 | val_loss: 0.0311439 | Time: 3963.31 ms [2020-12-21 23:12:40 main:574] : INFO : Epoch 795 | loss: 0.0311269 | val_loss: 0.0311452 | Time: 4199.25 ms [2020-12-21 23:12:43 main:574] : INFO : Epoch 796 | loss: 0.0311278 | val_loss: 0.0311446 | Time: 3675.66 ms [2020-12-21 23:12:47 main:574] : INFO : Epoch 797 | loss: 0.0311264 | val_loss: 0.0311454 | Time: 3795.24 ms [2020-12-21 23:12:51 main:574] : INFO : Epoch 798 | loss: 0.0311269 | val_loss: 0.0311441 | Time: 3528.82 ms [2020-12-21 23:12:55 main:574] : INFO : Epoch 799 | loss: 0.0311261 | val_loss: 0.0311444 | Time: 3735.52 ms [2020-12-21 23:12:58 main:574] : INFO : Epoch 800 | loss: 0.0311314 | val_loss: 0.0311409 | Time: 3781.98 ms [2020-12-21 23:13:02 main:574] : INFO : Epoch 801 | loss: 0.031129 | val_loss: 0.0311481 | Time: 3854.85 ms [2020-12-21 23:13:06 main:574] : INFO : Epoch 802 | loss: 0.0311245 | val_loss: 0.0311445 | Time: 3596.78 ms [2020-12-21 23:13:10 main:574] : INFO : Epoch 803 | loss: 0.0311244 | val_loss: 0.0311458 | Time: 4009.81 ms [2020-12-21 23:13:14 main:574] : INFO : Epoch 804 | loss: 0.0311278 | val_loss: 0.0311424 | Time: 3875.88 ms [2020-12-21 23:13:18 main:574] : INFO : Epoch 805 | loss: 0.0311286 | val_loss: 0.0311431 | Time: 3845.2 ms [2020-12-21 23:13:22 main:574] : INFO : Epoch 806 | loss: 0.0311298 | val_loss: 0.0311438 | Time: 4003.88 ms [2020-12-21 23:13:25 main:574] : INFO : Epoch 807 | loss: 0.0311302 | val_loss: 0.0311457 | Time: 3665.72 ms [2020-12-21 23:13:29 main:574] : INFO : Epoch 808 | loss: 0.0311268 | val_loss: 0.0311438 | Time: 3564.23 ms [2020-12-21 23:13:33 main:574] : INFO : Epoch 809 | loss: 0.031127 | val_loss: 0.0311472 | Time: 3678.28 ms [2020-12-21 23:13:37 main:574] : INFO : Epoch 810 | loss: 0.0311299 | val_loss: 0.031147 | Time: 4083.11 ms [2020-12-21 23:13:40 main:574] : INFO : Epoch 811 | loss: 0.0311289 | val_loss: 0.031146 | Time: 3756.28 ms [2020-12-21 23:13:44 main:574] : INFO : Epoch 812 | loss: 0.0311252 | val_loss: 0.0311446 | Time: 3802.43 ms [2020-12-21 23:13:48 main:574] : INFO : Epoch 813 | loss: 0.0311265 | val_loss: 0.0311455 | Time: 3767.54 ms [2020-12-21 23:13:52 main:574] : INFO : Epoch 814 | loss: 0.0311277 | val_loss: 0.0311459 | Time: 3825.51 ms [2020-12-21 23:13:56 main:574] : INFO : Epoch 815 | loss: 0.0311259 | val_loss: 0.0311465 | Time: 3813.35 ms [2020-12-21 23:13:59 main:574] : INFO : Epoch 816 | loss: 0.0311281 | val_loss: 0.031147 | Time: 3693.7 ms [2020-12-21 23:14:03 main:574] : INFO : Epoch 817 | loss: 0.0311275 | val_loss: 0.0311481 | Time: 3600.04 ms [2020-12-21 23:14:06 main:574] : INFO : Epoch 818 | loss: 0.0311293 | val_loss: 0.0311448 | Time: 3391.6 ms [2020-12-21 23:14:10 main:574] : INFO : Epoch 819 | loss: 0.0311375 | val_loss: 0.031162 | Time: 3806.95 ms [2020-12-21 23:14:14 main:574] : INFO : Epoch 820 | loss: 0.0311458 | val_loss: 0.0311508 | Time: 4040.64 ms [2020-12-21 23:14:18 main:574] : INFO : Epoch 821 | loss: 0.0311341 | val_loss: 0.0311487 | Time: 3988.61 ms [2020-12-21 23:14:22 main:574] : INFO : Epoch 822 | loss: 0.0311338 | val_loss: 0.0311484 | Time: 3960.39 ms [2020-12-21 23:14:26 main:574] : INFO : Epoch 823 | loss: 0.0311297 | val_loss: 0.0311461 | Time: 3607.72 ms [2020-12-21 23:14:30 main:574] : INFO : Epoch 824 | loss: 0.0311286 | val_loss: 0.0311447 | Time: 3526.74 ms [2020-12-21 23:14:33 main:574] : INFO : Epoch 825 | loss: 0.0311313 | val_loss: 0.0311589 | Time: 3487.71 ms [2020-12-21 23:14:37 main:574] : INFO : Epoch 826 | loss: 0.0311462 | val_loss: 0.0311546 | Time: 4019.44 ms [2020-12-21 23:14:41 main:574] : INFO : Epoch 827 | loss: 0.0311477 | val_loss: 0.0311506 | Time: 3868.1 ms [2020-12-21 23:14:45 main:574] : INFO : Epoch 828 | loss: 0.0311431 | val_loss: 0.0311561 | Time: 3975.32 ms [2020-12-21 23:14:49 main:574] : INFO : Epoch 829 | loss: 0.0311411 | val_loss: 0.0311527 | Time: 3934.79 ms [2020-12-21 23:14:53 main:574] : INFO : Epoch 830 | loss: 0.031142 | val_loss: 0.0311524 | Time: 3952.6 ms [2020-12-21 23:14:57 main:574] : INFO : Epoch 831 | loss: 0.0311375 | val_loss: 0.031145 | Time: 3957.13 ms [2020-12-21 23:15:01 main:574] : INFO : Epoch 832 | loss: 0.0311348 | val_loss: 0.031148 | Time: 3940.25 ms [2020-12-21 23:15:05 main:574] : INFO : Epoch 833 | loss: 0.0311331 | val_loss: 0.031148 | Time: 3788 ms [2020-12-21 23:15:09 main:574] : INFO : Epoch 834 | loss: 0.031132 | val_loss: 0.0311538 | Time: 4230.79 ms [2020-12-21 23:15:13 main:574] : INFO : Epoch 835 | loss: 0.0311337 | val_loss: 0.0311502 | Time: 4178.96 ms [2020-12-21 23:15:17 main:574] : INFO : Epoch 836 | loss: 0.0311302 | val_loss: 0.0311494 | Time: 3919.98 ms [2020-12-21 23:15:21 main:574] : INFO : Epoch 837 | loss: 0.0311318 | val_loss: 0.0311471 | Time: 4052.9 ms [2020-12-21 23:15:25 main:574] : INFO : Epoch 838 | loss: 0.03113 | val_loss: 0.031155 | Time: 4016.1 ms [2020-12-21 23:15:29 main:574] : INFO : Epoch 839 | loss: 0.0311297 | val_loss: 0.0311526 | Time: 3828.8 ms [2020-12-21 23:15:34 main:574] : INFO : Epoch 840 | loss: 0.0311272 | val_loss: 0.0311462 | Time: 4812.21 ms [2020-12-21 23:15:38 main:574] : INFO : Epoch 841 | loss: 0.0311268 | val_loss: 0.0311484 | Time: 4200.59 ms [2020-12-21 23:15:42 main:574] : INFO : Epoch 842 | loss: 0.0311269 | val_loss: 0.0311477 | Time: 4050.47 ms [2020-12-21 23:15:46 main:574] : INFO : Epoch 843 | loss: 0.0311246 | val_loss: 0.0311533 | Time: 4018.82 ms [2020-12-21 23:15:50 main:574] : INFO : Epoch 844 | loss: 0.0311269 | val_loss: 0.0311551 | Time: 3814.33 ms [2020-12-21 23:15:54 main:574] : INFO : Epoch 845 | loss: 0.0311296 | val_loss: 0.0311524 | Time: 3671.22 ms [2020-12-21 23:15:58 main:574] : INFO : Epoch 846 | loss: 0.0311268 | val_loss: 0.0311517 | Time: 4075.37 ms [2020-12-21 23:16:02 main:574] : INFO : Epoch 847 | loss: 0.0311291 | val_loss: 0.0311542 | Time: 4136.23 ms [2020-12-21 23:16:05 main:574] : INFO : Epoch 848 | loss: 0.0311318 | val_loss: 0.0311534 | Time: 3518.42 ms [2020-12-21 23:16:09 main:574] : INFO : Epoch 849 | loss: 0.0311336 | val_loss: 0.0311578 | Time: 3733.02 ms [2020-12-21 23:16:13 main:574] : INFO : Epoch 850 | loss: 0.0311349 | val_loss: 0.031156 | Time: 3449.2 ms [2020-12-21 23:16:16 main:574] : INFO : Epoch 851 | loss: 0.0311311 | val_loss: 0.0311548 | Time: 3805.55 ms [2020-12-21 23:16:21 main:574] : INFO : Epoch 852 | loss: 0.0311283 | val_loss: 0.031152 | Time: 4109.43 ms [2020-12-21 23:16:24 main:574] : INFO : Epoch 853 | loss: 0.031126 | val_loss: 0.0311492 | Time: 3741.41 ms [2020-12-21 23:16:28 main:574] : INFO : Epoch 854 | loss: 0.0311268 | val_loss: 0.0311546 | Time: 4037.87 ms [2020-12-21 23:16:32 main:574] : INFO : Epoch 855 | loss: 0.0311317 | val_loss: 0.0311454 | Time: 3733.15 ms [2020-12-21 23:16:37 main:574] : INFO : Epoch 856 | loss: 0.0311298 | val_loss: 0.0311493 | Time: 4656.26 ms [2020-12-21 23:16:41 main:574] : INFO : Epoch 857 | loss: 0.0311274 | val_loss: 0.031147 | Time: 4600.36 ms [2020-12-21 23:16:47 main:574] : INFO : Epoch 858 | loss: 0.0311404 | val_loss: 0.0311596 | Time: 5125.29 ms [2020-12-21 23:16:51 main:574] : INFO : Epoch 859 | loss: 0.031167 | val_loss: 0.0311712 | Time: 4345.02 ms [2020-12-21 23:16:55 main:574] : INFO : Epoch 860 | loss: 0.0311691 | val_loss: 0.0311706 | Time: 4534.16 ms [2020-12-21 23:17:00 main:574] : INFO : Epoch 861 | loss: 0.0311625 | val_loss: 0.0311683 | Time: 4021.2 ms [2020-12-21 23:17:04 main:574] : INFO : Epoch 862 | loss: 0.0311601 | val_loss: 0.031163 | Time: 4240.55 ms [2020-12-21 23:17:08 main:574] : INFO : Epoch 863 | loss: 0.0311612 | val_loss: 0.0311719 | Time: 4010.07 ms [2020-12-21 23:17:12 main:574] : INFO : Epoch 864 | loss: 0.0311553 | val_loss: 0.0311607 | Time: 3877.79 ms [2020-12-21 23:17:16 main:574] : INFO : Epoch 865 | loss: 0.0311572 | val_loss: 0.0311646 | Time: 3967.38 ms [2020-12-21 23:17:20 main:574] : INFO : Epoch 866 | loss: 0.0311525 | val_loss: 0.0311635 | Time: 3844.23 ms [2020-12-21 23:17:23 main:574] : INFO : Epoch 867 | loss: 0.0311516 | val_loss: 0.0311599 | Time: 3819.37 ms [2020-12-21 23:17:27 main:574] : INFO : Epoch 868 | loss: 0.0311491 | val_loss: 0.0311619 | Time: 3992.52 ms [2020-12-21 23:17:31 main:574] : INFO : Epoch 869 | loss: 0.0311479 | val_loss: 0.0311592 | Time: 3873.76 ms [2020-12-21 23:17:35 main:574] : INFO : Epoch 870 | loss: 0.0311471 | val_loss: 0.0311582 | Time: 3739.1 ms [2020-12-21 23:17:39 main:574] : INFO : Epoch 871 | loss: 0.0311453 | val_loss: 0.0311594 | Time: 3794.72 ms [2020-12-21 23:17:43 main:574] : INFO : Epoch 872 | loss: 0.0311447 | val_loss: 0.031158 | Time: 3836.14 ms [2020-12-21 23:17:47 main:574] : INFO : Epoch 873 | loss: 0.0311456 | val_loss: 0.0311595 | Time: 3816.34 ms [2020-12-21 23:17:51 main:574] : INFO : Epoch 874 | loss: 0.0311468 | val_loss: 0.031159 | Time: 4012.97 ms [2020-12-21 23:17:55 main:574] : INFO : Epoch 875 | loss: 0.0311451 | val_loss: 0.0311571 | Time: 4303.43 ms [2020-12-21 23:17:59 main:574] : INFO : Epoch 876 | loss: 0.0311436 | val_loss: 0.0311599 | Time: 4067.58 ms [2020-12-21 23:18:03 main:574] : INFO : Epoch 877 | loss: 0.0311461 | val_loss: 0.0311571 | Time: 3913.76 ms [2020-12-21 23:18:07 main:574] : INFO : Epoch 878 | loss: 0.0311426 | val_loss: 0.0311592 | Time: 4076.96 ms [2020-12-21 23:18:11 main:574] : INFO : Epoch 879 | loss: 0.0311431 | val_loss: 0.0311595 | Time: 3789.77 ms [2020-12-21 23:18:15 main:574] : INFO : Epoch 880 | loss: 0.0311427 | val_loss: 0.031158 | Time: 4090.52 ms [2020-12-21 23:18:19 main:574] : INFO : Epoch 881 | loss: 0.0311418 | val_loss: 0.0311604 | Time: 3978.29 ms [2020-12-21 23:18:23 main:574] : INFO : Epoch 882 | loss: 0.0311446 | val_loss: 0.0311589 | Time: 4016.66 ms [2020-12-21 23:18:27 main:574] : INFO : Epoch 883 | loss: 0.031146 | val_loss: 0.0311753 | Time: 4186.3 ms [2020-12-21 23:18:31 main:574] : INFO : Epoch 884 | loss: 0.0311455 | val_loss: 0.0311592 | Time: 4001.02 ms [2020-12-21 23:18:35 main:574] : INFO : Epoch 885 | loss: 0.0311392 | val_loss: 0.0311597 | Time: 3946.26 ms [2020-12-21 23:18:39 main:574] : INFO : Epoch 886 | loss: 0.0311423 | val_loss: 0.0311556 | Time: 3871.89 ms [2020-12-21 23:18:43 main:574] : INFO : Epoch 887 | loss: 0.0311427 | val_loss: 0.0311563 | Time: 3915.5 ms [2020-12-21 23:18:47 main:574] : INFO : Epoch 888 | loss: 0.0311446 | val_loss: 0.0311534 | Time: 4110.32 ms [2020-12-21 23:18:51 main:574] : INFO : Epoch 889 | loss: 0.0311415 | val_loss: 0.0311531 | Time: 3968.37 ms [2020-12-21 23:18:55 main:574] : INFO : Epoch 890 | loss: 0.0311409 | val_loss: 0.0311569 | Time: 3967.67 ms [2020-12-21 23:18:59 main:574] : INFO : Epoch 891 | loss: 0.0311422 | val_loss: 0.0311571 | Time: 4305.56 ms [2020-12-21 23:19:04 main:574] : INFO : Epoch 892 | loss: 0.0311403 | val_loss: 0.0311613 | Time: 4548.24 ms [2020-12-21 23:19:08 main:574] : INFO : Epoch 893 | loss: 0.0311389 | val_loss: 0.0311582 | Time: 4070.22 ms [2020-12-21 23:19:12 main:574] : INFO : Epoch 894 | loss: 0.0311384 | val_loss: 0.03116 | Time: 4191.73 ms [2020-12-21 23:19:16 main:574] : INFO : Epoch 895 | loss: 0.031139 | val_loss: 0.0311554 | Time: 4115.53 ms [2020-12-21 23:19:20 main:574] : INFO : Epoch 896 | loss: 0.0311363 | val_loss: 0.0311536 | Time: 4022.56 ms [2020-12-21 23:19:25 main:574] : INFO : Epoch 897 | loss: 0.0311366 | val_loss: 0.0311618 | Time: 4155.35 ms [2020-12-21 23:19:29 main:574] : INFO : Epoch 898 | loss: 0.0311362 | val_loss: 0.031155 | Time: 4229.57 ms [2020-12-21 23:19:33 main:574] : INFO : Epoch 899 | loss: 0.0311358 | val_loss: 0.0311555 | Time: 4340.94 ms [2020-12-21 23:19:37 main:574] : INFO : Epoch 900 | loss: 0.031137 | val_loss: 0.0311555 | Time: 4217.82 ms [2020-12-21 23:19:42 main:574] : INFO : Epoch 901 | loss: 0.0311356 | val_loss: 0.0311578 | Time: 4274.33 ms [2020-12-21 23:19:46 main:574] : INFO : Epoch 902 | loss: 0.0311387 | val_loss: 0.0311708 | Time: 4015.33 ms [2020-12-21 23:19:50 main:574] : INFO : Epoch 903 | loss: 0.0311437 | val_loss: 0.0311628 | Time: 3959.1 ms [2020-12-21 23:19:54 main:574] : INFO : Epoch 904 | loss: 0.0311378 | val_loss: 0.0311546 | Time: 3954.8 ms [2020-12-21 23:19:58 main:574] : INFO : Epoch 905 | loss: 0.0311391 | val_loss: 0.0311556 | Time: 3974.88 ms [2020-12-21 23:20:02 main:574] : INFO : Epoch 906 | loss: 0.0311473 | val_loss: 0.0311614 | Time: 4204.03 ms [2020-12-21 23:20:06 main:574] : INFO : Epoch 907 | loss: 0.031149 | val_loss: 0.031161 | Time: 4194.82 ms [2020-12-21 23:20:10 main:574] : INFO : Epoch 908 | loss: 0.031144 | val_loss: 0.0311566 | Time: 4157.61 ms [2020-12-21 23:20:14 main:574] : INFO : Epoch 909 | loss: 0.0311409 | val_loss: 0.0311563 | Time: 4090.33 ms [2020-12-21 23:20:18 main:574] : INFO : Epoch 910 | loss: 0.0311395 | val_loss: 0.0311553 | Time: 3803.38 ms [2020-12-21 23:20:22 main:574] : INFO : Epoch 911 | loss: 0.031137 | val_loss: 0.0311554 | Time: 3930.13 ms [2020-12-21 23:20:26 main:574] : INFO : Epoch 912 | loss: 0.0311366 | val_loss: 0.0311566 | Time: 3976.1 ms [2020-12-21 23:20:30 main:574] : INFO : Epoch 913 | loss: 0.0311357 | val_loss: 0.0311533 | Time: 4135.08 ms [2020-12-21 23:20:34 main:574] : INFO : Epoch 914 | loss: 0.0311344 | val_loss: 0.0311568 | Time: 3987.83 ms [2020-12-21 23:20:38 main:574] : INFO : Epoch 915 | loss: 0.0311357 | val_loss: 0.0311561 | Time: 3616.82 ms [2020-12-21 23:20:42 main:574] : INFO : Epoch 916 | loss: 0.0311337 | val_loss: 0.0311553 | Time: 3909.63 ms [2020-12-21 23:20:46 main:574] : INFO : Epoch 917 | loss: 0.0311335 | val_loss: 0.0311586 | Time: 3882.28 ms [2020-12-21 23:20:50 main:574] : INFO : Epoch 918 | loss: 0.0311327 | val_loss: 0.031157 | Time: 4112.04 ms [2020-12-21 23:20:54 main:574] : INFO : Epoch 919 | loss: 0.0311323 | val_loss: 0.0311575 | Time: 3898.16 ms [2020-12-21 23:20:58 main:574] : INFO : Epoch 920 | loss: 0.0311332 | val_loss: 0.0311598 | Time: 3952.32 ms [2020-12-21 23:21:02 main:574] : INFO : Epoch 921 | loss: 0.0311343 | val_loss: 0.0311603 | Time: 4023.57 ms [2020-12-21 23:21:06 main:574] : INFO : Epoch 922 | loss: 0.0311338 | val_loss: 0.0311545 | Time: 4195.45 ms [2020-12-21 23:21:10 main:574] : INFO : Epoch 923 | loss: 0.0311334 | val_loss: 0.0311542 | Time: 4329.13 ms [2020-12-21 23:21:14 main:574] : INFO : Epoch 924 | loss: 0.0311362 | val_loss: 0.03117 | Time: 4007.02 ms [2020-12-21 23:21:18 main:574] : INFO : Epoch 925 | loss: 0.0311515 | val_loss: 0.0311664 | Time: 4147.97 ms [2020-12-21 23:21:22 main:574] : INFO : Epoch 926 | loss: 0.031181 | val_loss: 0.0320874 | Time: 3948.04 ms [2020-12-21 23:21:26 main:574] : INFO : Epoch 927 | loss: 0.0408463 | val_loss: 0.031864 | Time: 4052.7 ms [2020-12-21 23:21:31 main:574] : INFO : Epoch 928 | loss: 0.0346945 | val_loss: 0.0324581 | Time: 4230.2 ms [2020-12-21 23:21:35 main:574] : INFO : Epoch 929 | loss: 0.0318012 | val_loss: 0.0313477 | Time: 4084.39 ms [2020-12-21 23:21:39 main:574] : INFO : Epoch 930 | loss: 0.0313122 | val_loss: 0.0312503 | Time: 4674.26 ms [2020-12-21 23:21:44 main:574] : INFO : Epoch 931 | loss: 0.0312346 | val_loss: 0.0312118 | Time: 4535.25 ms [2020-12-21 23:21:49 main:574] : INFO : Epoch 932 | loss: 0.0312031 | val_loss: 0.03119 | Time: 4780.65 ms [2020-12-21 23:21:54 main:574] : INFO : Epoch 933 | loss: 0.0311818 | val_loss: 0.0311724 | Time: 4883.38 ms [2020-12-21 23:21:59 main:574] : INFO : Epoch 934 | loss: 0.0311681 | val_loss: 0.0311628 | Time: 4913.26 ms [2020-12-21 23:22:03 main:574] : INFO : Epoch 935 | loss: 0.0311612 | val_loss: 0.0311594 | Time: 4644.58 ms [2020-12-21 23:22:08 main:574] : INFO : Epoch 936 | loss: 0.031159 | val_loss: 0.0311562 | Time: 4561.22 ms [2020-12-21 23:22:13 main:574] : INFO : Epoch 937 | loss: 0.0311579 | val_loss: 0.0311574 | Time: 4556.2 ms [2020-12-21 23:22:17 main:574] : INFO : Epoch 938 | loss: 0.0311573 | val_loss: 0.0311569 | Time: 4793.29 ms [2020-12-21 23:22:22 main:574] : INFO : Epoch 939 | loss: 0.0311556 | val_loss: 0.0311557 | Time: 4611.29 ms [2020-12-21 23:22:27 main:574] : INFO : Epoch 940 | loss: 0.0311553 | val_loss: 0.0311597 | Time: 4662.91 ms [2020-12-21 23:22:32 main:574] : INFO : Epoch 941 | loss: 0.0311519 | val_loss: 0.0311544 | Time: 4963.02 ms [2020-12-21 23:22:36 main:574] : INFO : Epoch 942 | loss: 0.0311505 | val_loss: 0.0311521 | Time: 4601.05 ms [2020-12-21 23:22:41 main:574] : INFO : Epoch 943 | loss: 0.03115 | val_loss: 0.0311519 | Time: 4466.64 ms [2020-12-21 23:22:45 main:574] : INFO : Epoch 944 | loss: 0.0311498 | val_loss: 0.031154 | Time: 4718.94 ms [2020-12-21 23:22:50 main:574] : INFO : Epoch 945 | loss: 0.0311502 | val_loss: 0.0311533 | Time: 4658.96 ms [2020-12-21 23:22:54 main:574] : INFO : Epoch 946 | loss: 0.0311489 | val_loss: 0.0311518 | Time: 4203.16 ms [2020-12-21 23:22:59 main:574] : INFO : Epoch 947 | loss: 0.0311481 | val_loss: 0.031152 | Time: 5061.56 ms [2020-12-21 23:23:04 main:574] : INFO : Epoch 948 | loss: 0.0311469 | val_loss: 0.0311524 | Time: 4142.38 ms [2020-12-21 23:23:08 main:574] : INFO : Epoch 949 | loss: 0.0311473 | val_loss: 0.0311524 | Time: 4742.58 ms [2020-12-21 23:23:14 main:574] : INFO : Epoch 950 | loss: 0.0311486 | val_loss: 0.0311515 | Time: 5245.9 ms [2020-12-21 23:23:18 main:574] : INFO : Epoch 951 | loss: 0.0311463 | val_loss: 0.031153 | Time: 4388.03 ms [2020-12-21 23:23:23 main:574] : INFO : Epoch 952 | loss: 0.0311463 | val_loss: 0.0311509 | Time: 5013.23 ms [2020-12-21 23:23:28 main:574] : INFO : Epoch 953 | loss: 0.0311463 | val_loss: 0.0311491 | Time: 4942.43 ms [2020-12-21 23:23:33 main:574] : INFO : Epoch 954 | loss: 0.0311441 | val_loss: 0.0311493 | Time: 4960.9 ms [2020-12-21 23:23:38 main:574] : INFO : Epoch 955 | loss: 0.0311443 | val_loss: 0.0311573 | Time: 4870.45 ms [2020-12-21 23:23:43 main:574] : INFO : Epoch 956 | loss: 0.0311452 | val_loss: 0.0311514 | Time: 4719.34 ms [2020-12-21 23:23:47 main:574] : INFO : Epoch 957 | loss: 0.0311432 | val_loss: 0.0311488 | Time: 4760.28 ms [2020-12-21 23:23:52 main:574] : INFO : Epoch 958 | loss: 0.0311458 | val_loss: 0.0311516 | Time: 4700.76 ms [2020-12-21 23:23:57 main:574] : INFO : Epoch 959 | loss: 0.0311426 | val_loss: 0.0311514 | Time: 4612.06 ms [2020-12-21 23:24:02 main:574] : INFO : Epoch 960 | loss: 0.0311425 | val_loss: 0.0311506 | Time: 4909.04 ms [2020-12-21 23:24:07 main:574] : INFO : Epoch 961 | loss: 0.0311417 | val_loss: 0.0311491 | Time: 5056.43 ms [2020-12-21 23:24:11 main:574] : INFO : Epoch 962 | loss: 0.0311418 | val_loss: 0.0311511 | Time: 4572.57 ms [2020-12-21 23:24:16 main:574] : INFO : Epoch 963 | loss: 0.0311412 | val_loss: 0.0311495 | Time: 4708.7 ms [2020-12-21 23:24:21 main:574] : INFO : Epoch 964 | loss: 0.0311415 | val_loss: 0.0311493 | Time: 4444.56 ms [2020-12-21 23:24:25 main:574] : INFO : Epoch 965 | loss: 0.03114 | val_loss: 0.0311488 | Time: 4138.1 ms [2020-12-21 23:24:29 main:574] : INFO : Epoch 966 | loss: 0.0311404 | val_loss: 0.0311478 | Time: 4098.04 ms [2020-12-21 23:24:33 main:574] : INFO : Epoch 967 | loss: 0.0311394 | val_loss: 0.0311493 | Time: 3978.77 ms [2020-12-21 23:24:37 main:574] : INFO : Epoch 968 | loss: 0.0311391 | val_loss: 0.0311498 | Time: 4017.12 ms [2020-12-21 23:24:41 main:574] : INFO : Epoch 969 | loss: 0.031139 | val_loss: 0.0311483 | Time: 3999.51 ms [2020-12-21 23:24:45 main:574] : INFO : Epoch 970 | loss: 0.0311399 | val_loss: 0.0311503 | Time: 4077.7 ms [2020-12-21 23:24:49 main:574] : INFO : Epoch 971 | loss: 0.0311401 | val_loss: 0.031149 | Time: 4070.31 ms [2020-12-21 23:24:53 main:574] : INFO : Epoch 972 | loss: 0.0311416 | val_loss: 0.0311543 | Time: 4204.76 ms [2020-12-21 23:24:57 main:574] : INFO : Epoch 973 | loss: 0.0311451 | val_loss: 0.0311462 | Time: 4021.35 ms [2020-12-21 23:25:02 main:574] : INFO : Epoch 974 | loss: 0.0311402 | val_loss: 0.0311506 | Time: 4142.95 ms [2020-12-21 23:25:06 main:574] : INFO : Epoch 975 | loss: 0.0311408 | val_loss: 0.0311515 | Time: 4244.73 ms [2020-12-21 23:25:10 main:574] : INFO : Epoch 976 | loss: 0.0311454 | val_loss: 0.0311554 | Time: 4158.06 ms [2020-12-21 23:25:14 main:574] : INFO : Epoch 977 | loss: 0.0311443 | val_loss: 0.0311513 | Time: 4293.44 ms [2020-12-21 23:25:19 main:574] : INFO : Epoch 978 | loss: 0.031143 | val_loss: 0.0311499 | Time: 4567.32 ms [2020-12-21 23:25:23 main:574] : INFO : Epoch 979 | loss: 0.0311437 | val_loss: 0.0311528 | Time: 4418.16 ms [2020-12-21 23:25:28 main:574] : INFO : Epoch 980 | loss: 0.0311419 | val_loss: 0.0311498 | Time: 4474.97 ms [2020-12-21 23:25:32 main:574] : INFO : Epoch 981 | loss: 0.0311405 | val_loss: 0.0311473 | Time: 4052.5 ms [2020-12-21 23:25:36 main:574] : INFO : Epoch 982 | loss: 0.0311406 | val_loss: 0.0311507 | Time: 4261.25 ms [2020-12-21 23:25:40 main:574] : INFO : Epoch 983 | loss: 0.0311415 | val_loss: 0.0311549 | Time: 3825.3 ms [2020-12-21 23:25:44 main:574] : INFO : Epoch 984 | loss: 0.0311418 | val_loss: 0.0311485 | Time: 4252.45 ms [2020-12-21 23:25:49 main:574] : INFO : Epoch 985 | loss: 0.0311401 | val_loss: 0.0311511 | Time: 4315.9 ms [2020-12-21 23:25:53 main:574] : INFO : Epoch 986 | loss: 0.0311387 | val_loss: 0.0311488 | Time: 4729.84 ms [2020-12-21 23:25:58 main:574] : INFO : Epoch 987 | loss: 0.0311473 | val_loss: 0.0311631 | Time: 4774.41 ms [2020-12-21 23:26:03 main:574] : INFO : Epoch 988 | loss: 0.0311488 | val_loss: 0.0311526 | Time: 5022.42 ms [2020-12-21 23:26:08 main:574] : INFO : Epoch 989 | loss: 0.0311438 | val_loss: 0.0311491 | Time: 4389.45 ms [2020-12-21 23:26:12 main:574] : INFO : Epoch 990 | loss: 0.0311399 | val_loss: 0.0311507 | Time: 4247.2 ms [2020-12-21 23:26:16 main:574] : INFO : Epoch 991 | loss: 0.0311393 | val_loss: 0.0311485 | Time: 4465.39 ms [2020-12-21 23:26:21 main:574] : INFO : Epoch 992 | loss: 0.0311415 | val_loss: 0.031154 | Time: 4880.33 ms [2020-12-21 23:26:26 main:574] : INFO : Epoch 993 | loss: 0.0311421 | val_loss: 0.0311532 | Time: 4851.65 ms [2020-12-21 23:26:31 main:574] : INFO : Epoch 994 | loss: 0.031139 | val_loss: 0.0311486 | Time: 4487.8 ms [2020-12-21 23:26:34 main:574] : INFO : Epoch 995 | loss: 0.0311376 | val_loss: 0.0311463 | Time: 3840.61 ms [2020-12-21 23:26:39 main:574] : INFO : Epoch 996 | loss: 0.0311387 | val_loss: 0.0311485 | Time: 4107.12 ms [2020-12-21 23:26:42 main:574] : INFO : Epoch 997 | loss: 0.0311408 | val_loss: 0.0311466 | Time: 3677.67 ms [2020-12-21 23:26:46 main:574] : INFO : Epoch 998 | loss: 0.0311392 | val_loss: 0.0311447 | Time: 4122.97 ms [2020-12-21 23:26:51 main:574] : INFO : Epoch 999 | loss: 0.031139 | val_loss: 0.0311511 | Time: 4213.99 ms [2020-12-21 23:26:55 main:574] : INFO : Epoch 1000 | loss: 0.0311421 | val_loss: 0.0311498 | Time: 4045.81 ms [2020-12-21 23:26:59 main:574] : INFO : Epoch 1001 | loss: 0.0311409 | val_loss: 0.0311487 | Time: 4039 ms [2020-12-21 23:27:02 main:574] : INFO : Epoch 1002 | loss: 0.0311413 | val_loss: 0.0311508 | Time: 3780.99 ms [2020-12-21 23:27:06 main:574] : INFO : Epoch 1003 | loss: 0.0311428 | val_loss: 0.0311565 | Time: 3996.43 ms [2020-12-21 23:27:11 main:574] : INFO : Epoch 1004 | loss: 0.0311405 | val_loss: 0.0311521 | Time: 4084.76 ms [2020-12-21 23:27:15 main:574] : INFO : Epoch 1005 | loss: 0.031139 | val_loss: 0.0311514 | Time: 4053.32 ms [2020-12-21 23:27:19 main:574] : INFO : Epoch 1006 | loss: 0.0311383 | val_loss: 0.0311466 | Time: 4186.98 ms [2020-12-21 23:27:23 main:574] : INFO : Epoch 1007 | loss: 0.0311378 | val_loss: 0.0311488 | Time: 3881.01 ms [2020-12-21 23:27:27 main:574] : INFO : Epoch 1008 | loss: 0.0311378 | val_loss: 0.0311555 | Time: 4067.18 ms [2020-12-21 23:27:31 main:574] : INFO : Epoch 1009 | loss: 0.0311422 | val_loss: 0.0311587 | Time: 3984.02 ms [2020-12-21 23:27:35 main:574] : INFO : Epoch 1010 | loss: 0.0311385 | val_loss: 0.0311479 | Time: 3779.42 ms [2020-12-21 23:27:39 main:574] : INFO : Epoch 1011 | loss: 0.0311382 | val_loss: 0.031154 | Time: 4033.84 ms [2020-12-21 23:27:43 main:574] : INFO : Epoch 1012 | loss: 0.0311391 | val_loss: 0.0311501 | Time: 4281.24 ms [2020-12-21 23:27:47 main:574] : INFO : Epoch 1013 | loss: 0.0311389 | val_loss: 0.031145 | Time: 4344.38 ms [2020-12-21 23:27:51 main:574] : INFO : Epoch 1014 | loss: 0.031137 | val_loss: 0.031145 | Time: 3912.83 ms [2020-12-21 23:27:55 main:574] : INFO : Epoch 1015 | loss: 0.0311378 | val_loss: 0.0311478 | Time: 4031.92 ms [2020-12-21 23:27:59 main:574] : INFO : Epoch 1016 | loss: 0.0311377 | val_loss: 0.0311453 | Time: 3974 ms [2020-12-21 23:28:03 main:574] : INFO : Epoch 1017 | loss: 0.0311383 | val_loss: 0.0311476 | Time: 3824.41 ms [2020-12-21 23:28:07 main:574] : INFO : Epoch 1018 | loss: 0.0311366 | val_loss: 0.0311475 | Time: 3864.31 ms [2020-12-21 23:28:11 main:574] : INFO : Epoch 1019 | loss: 0.0311347 | val_loss: 0.0311451 | Time: 4039.12 ms [2020-12-21 23:28:15 main:574] : INFO : Epoch 1020 | loss: 0.0311347 | val_loss: 0.0311445 | Time: 4056.24 ms [2020-12-21 23:28:19 main:574] : INFO : Epoch 1021 | loss: 0.0311367 | val_loss: 0.0311444 | Time: 4171.96 ms [2020-12-21 23:28:23 main:574] : INFO : Epoch 1022 | loss: 0.0311381 | val_loss: 0.0311431 | Time: 3958.13 ms [2020-12-21 23:28:28 main:574] : INFO : Epoch 1023 | loss: 0.031134 | val_loss: 0.0311432 | Time: 4372.82 ms [2020-12-21 23:28:31 main:574] : INFO : Epoch 1024 | loss: 0.031133 | val_loss: 0.0311474 | Time: 3820.78 ms [2020-12-21 23:28:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311474 [2020-12-21 23:28:31 main:603] : INFO : Saving end state to config to file [2020-12-21 23:28:31 main:608] : INFO : Success, exiting.. 23:28:31 (14220): 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)