Task 3366856
| Name | ParityModified-1605453801-25956-4_3 |
| Workunit | 1465892 |
| Created | 21 Dec 2020, 2:24:17 UTC |
| Sent | 21 Dec 2020, 3:10:32 UTC |
| Report deadline | 28 Dec 2020, 3:10:32 UTC |
| Received | 21 Dec 2020, 22:50:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3873 |
| Run time | 1 hours 13 min 24 sec |
| CPU time | 1 hours 11 min 5 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 9,336.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> och 514 | loss: 0.0312381 | val_loss: 0.0312394 | Time: 4234.26 ms [2020-12-21 22:52:29 main:574] : INFO : Epoch 515 | loss: 0.0312384 | val_loss: 0.0312372 | Time: 4174.17 ms [2020-12-21 22:52:33 main:574] : INFO : Epoch 516 | loss: 0.031238 | val_loss: 0.0312381 | Time: 4192.71 ms [2020-12-21 22:52:37 main:574] : INFO : Epoch 517 | loss: 0.0312378 | val_loss: 0.0312378 | Time: 4297.36 ms [2020-12-21 22:52:42 main:574] : INFO : Epoch 518 | loss: 0.0312384 | val_loss: 0.0312379 | Time: 4210.68 ms [2020-12-21 22:52:46 main:574] : INFO : Epoch 519 | loss: 0.031238 | val_loss: 0.0312372 | Time: 4226.12 ms [2020-12-21 22:52:50 main:574] : INFO : Epoch 520 | loss: 0.0312379 | val_loss: 0.0312373 | Time: 4204.06 ms [2020-12-21 22:52:54 main:574] : INFO : Epoch 521 | loss: 0.0312383 | val_loss: 0.0312383 | Time: 4234.39 ms [2020-12-21 22:52:59 main:574] : INFO : Epoch 522 | loss: 0.0312385 | val_loss: 0.0312372 | Time: 4253.29 ms [2020-12-21 22:53:03 main:574] : INFO : Epoch 523 | loss: 0.0312381 | val_loss: 0.0312386 | Time: 4185.88 ms [2020-12-21 22:53:07 main:574] : INFO : Epoch 524 | loss: 0.0312388 | val_loss: 0.031238 | Time: 4250.34 ms [2020-12-21 22:53:11 main:574] : INFO : Epoch 525 | loss: 0.0312381 | val_loss: 0.0312372 | Time: 4264.64 ms [2020-12-21 22:53:16 main:574] : INFO : Epoch 526 | loss: 0.0312379 | val_loss: 0.031238 | Time: 4268.78 ms [2020-12-21 22:53:20 main:574] : INFO : Epoch 527 | loss: 0.0312382 | val_loss: 0.0312375 | Time: 4296.34 ms [2020-12-21 22:53:24 main:574] : INFO : Epoch 528 | loss: 0.0312381 | val_loss: 0.0312374 | Time: 4298.95 ms [2020-12-21 22:53:29 main:574] : INFO : Epoch 529 | loss: 0.031238 | val_loss: 0.0312388 | Time: 4242.34 ms [2020-12-21 22:53:33 main:574] : INFO : Epoch 530 | loss: 0.0312398 | val_loss: 0.0312396 | Time: 4276.22 ms [2020-12-21 22:53:37 main:574] : INFO : Epoch 531 | loss: 0.0312382 | val_loss: 0.0312372 | Time: 4316.29 ms [2020-12-21 22:53:41 main:574] : INFO : Epoch 532 | loss: 0.0312379 | val_loss: 0.0312397 | Time: 4246.7 ms [2020-12-21 22:53:46 main:574] : INFO : Epoch 533 | loss: 0.0312389 | val_loss: 0.0312377 | Time: 4164.28 ms [2020-12-21 22:53:50 main:574] : INFO : Epoch 534 | loss: 0.0312379 | val_loss: 0.0312371 | Time: 4215.62 ms [2020-12-21 22:53:54 main:574] : INFO : Epoch 535 | loss: 0.0312378 | val_loss: 0.0312377 | Time: 4175.58 ms [2020-12-21 22:53:58 main:574] : INFO : Epoch 536 | loss: 0.0312381 | val_loss: 0.0312382 | Time: 4104.32 ms [2020-12-21 22:54:02 main:574] : INFO : Epoch 537 | loss: 0.0312389 | val_loss: 0.0312375 | Time: 4164.98 ms [2020-12-21 22:54:07 main:574] : INFO : Epoch 538 | loss: 0.0312379 | val_loss: 0.0312382 | Time: 4174.97 ms [2020-12-21 22:54:11 main:574] : INFO : Epoch 539 | loss: 0.0312384 | val_loss: 0.0312372 | Time: 4272.04 ms [2020-12-21 22:54:15 main:574] : INFO : Epoch 540 | loss: 0.031238 | val_loss: 0.0312372 | Time: 4226.41 ms [2020-12-21 22:54:19 main:574] : INFO : Epoch 541 | loss: 0.031238 | val_loss: 0.031238 | Time: 3700.11 ms [2020-12-21 22:54:24 main:574] : INFO : Epoch 542 | loss: 0.0312379 | val_loss: 0.0312374 | Time: 4278.39 ms [2020-12-21 22:54:28 main:574] : INFO : Epoch 543 | loss: 0.0312388 | val_loss: 0.0312373 | Time: 4235.51 ms [2020-12-21 22:54:32 main:574] : INFO : Epoch 544 | loss: 0.0312378 | val_loss: 0.0312375 | Time: 4017.54 ms [2020-12-21 22:54:36 main:574] : INFO : Epoch 545 | loss: 0.0312377 | val_loss: 0.0312372 | Time: 4266.09 ms [2020-12-21 22:54:40 main:574] : INFO : Epoch 546 | loss: 0.0312393 | val_loss: 0.0312377 | Time: 4193.47 ms [2020-12-21 22:54:45 main:574] : INFO : Epoch 547 | loss: 0.0312381 | val_loss: 0.0312372 | Time: 4284.63 ms [2020-12-21 22:54:49 main:574] : INFO : Epoch 548 | loss: 0.0312382 | val_loss: 0.0312377 | Time: 4188.95 ms [2020-12-21 22:54:53 main:574] : INFO : Epoch 549 | loss: 0.0312384 | val_loss: 0.0312372 | Time: 4159.91 ms [2020-12-21 22:54:57 main:574] : INFO : Epoch 550 | loss: 0.0312389 | val_loss: 0.0312372 | Time: 4310.22 ms [2020-12-21 22:55:02 main:574] : INFO : Epoch 551 | loss: 0.0312382 | val_loss: 0.0312378 | Time: 4285.27 ms [2020-12-21 22:55:06 main:574] : INFO : Epoch 552 | loss: 0.0312382 | val_loss: 0.0312375 | Time: 4243.72 ms [2020-12-21 22:55:10 main:574] : INFO : Epoch 553 | loss: 0.0312378 | val_loss: 0.0312371 | Time: 4169.8 ms [2020-12-21 22:55:14 main:574] : INFO : Epoch 554 | loss: 0.0312379 | val_loss: 0.0312384 | Time: 4131.64 ms [2020-12-21 22:55:18 main:574] : INFO : Epoch 555 | loss: 0.0312379 | val_loss: 0.0312373 | Time: 4282.88 ms [2020-12-21 22:55:23 main:574] : INFO : Epoch 556 | loss: 0.0312379 | val_loss: 0.0312373 | Time: 4293.52 ms [2020-12-21 22:55:27 main:574] : INFO : Epoch 557 | loss: 0.0312379 | val_loss: 0.0312376 | Time: 4183.48 ms [2020-12-21 22:55:31 main:574] : INFO : Epoch 558 | loss: 0.0312382 | val_loss: 0.0312371 | Time: 4147.69 ms [2020-12-21 22:55:35 main:574] : INFO : Epoch 559 | loss: 0.0312384 | val_loss: 0.0312382 | Time: 4175.9 ms [2020-12-21 22:55:39 main:574] : INFO : Epoch 560 | loss: 0.0312382 | val_loss: 0.0312372 | Time: 4165 ms [2020-12-21 22:55:44 main:574] : INFO : Epoch 561 | loss: 0.031239 | val_loss: 0.0312383 | Time: 4105.46 ms [2020-12-21 22:55:48 main:574] : INFO : Epoch 562 | loss: 0.0312385 | val_loss: 0.0312389 | Time: 4231.86 ms [2020-12-21 22:55:52 main:574] : INFO : Epoch 563 | loss: 0.031239 | val_loss: 0.0312387 | Time: 4198.93 ms [2020-12-21 22:55:56 main:574] : INFO : Epoch 564 | loss: 0.0312384 | val_loss: 0.0312372 | Time: 4235.31 ms [2020-12-21 22:56:01 main:574] : INFO : Epoch 565 | loss: 0.0312377 | val_loss: 0.0312373 | Time: 4227.98 ms [2020-12-21 22:56:05 main:574] : INFO : Epoch 566 | loss: 0.0312381 | val_loss: 0.0312372 | Time: 4226.93 ms [2020-12-21 22:56:09 main:574] : INFO : Epoch 567 | loss: 0.031238 | val_loss: 0.0312397 | Time: 4230.15 ms [2020-12-21 22:56:13 main:574] : INFO : Epoch 568 | loss: 0.0312391 | val_loss: 0.0312372 | Time: 4226.71 ms [2020-12-21 22:56:18 main:574] : INFO : Epoch 569 | loss: 0.0312387 | val_loss: 0.0312395 | Time: 4256.13 ms [2020-12-21 22:56:22 main:574] : INFO : Epoch 570 | loss: 0.0312379 | val_loss: 0.0312389 | Time: 4240.88 ms [2020-12-21 22:56:26 main:574] : INFO : Epoch 571 | loss: 0.0312386 | val_loss: 0.031238 | Time: 4196.4 ms [2020-12-21 22:56:30 main:574] : INFO : Epoch 572 | loss: 0.0312383 | val_loss: 0.0312377 | Time: 4229.25 ms [2020-12-21 22:56:35 main:574] : INFO : Epoch 573 | loss: 0.0312382 | val_loss: 0.0312371 | Time: 4350.89 ms [2020-12-21 22:56:39 main:574] : INFO : Epoch 574 | loss: 0.031238 | val_loss: 0.0312372 | Time: 4241.87 ms [2020-12-21 22:56:43 main:574] : INFO : Epoch 575 | loss: 0.0312382 | val_loss: 0.0312373 | Time: 4133.07 ms [2020-12-21 22:56:47 main:574] : INFO : Epoch 576 | loss: 0.0312378 | val_loss: 0.0312372 | Time: 4230.16 ms [2020-12-21 22:56:52 main:574] : INFO : Epoch 577 | loss: 0.0312377 | val_loss: 0.0312378 | Time: 4254.63 ms [2020-12-21 22:56:56 main:574] : INFO : Epoch 578 | loss: 0.031238 | val_loss: 0.0312371 | Time: 4235.16 ms [2020-12-21 22:57:00 main:574] : INFO : Epoch 579 | loss: 0.031238 | val_loss: 0.0312374 | Time: 4345.96 ms [2020-12-21 22:57:04 main:574] : INFO : Epoch 580 | loss: 0.0312381 | val_loss: 0.0312389 | Time: 4203.28 ms [2020-12-21 22:57:09 main:574] : INFO : Epoch 581 | loss: 0.0312384 | val_loss: 0.0312371 | Time: 4248.79 ms [2020-12-21 22:57:13 main:574] : INFO : Epoch 582 | loss: 0.0312377 | val_loss: 0.0312373 | Time: 4226.71 ms [2020-12-21 22:57:17 main:574] : INFO : Epoch 583 | loss: 0.0312377 | val_loss: 0.0312378 | Time: 4197.58 ms [2020-12-21 22:57:21 main:574] : INFO : Epoch 584 | loss: 0.0312386 | val_loss: 0.0312372 | Time: 4218.12 ms [2020-12-21 22:57:26 main:574] : INFO : Epoch 585 | loss: 0.0312379 | val_loss: 0.0312376 | Time: 4471.09 ms [2020-12-21 22:57:30 main:574] : INFO : Epoch 586 | loss: 0.031238 | val_loss: 0.0312374 | Time: 4200.87 ms [2020-12-21 22:57:34 main:574] : INFO : Epoch 587 | loss: 0.0312383 | val_loss: 0.0312371 | Time: 4229.49 ms [2020-12-21 22:57:39 main:574] : INFO : Epoch 588 | loss: 0.0312379 | val_loss: 0.0312373 | Time: 4151.1 ms [2020-12-21 22:57:43 main:574] : INFO : Epoch 589 | loss: 0.031238 | val_loss: 0.0312379 | Time: 4258.26 ms [2020-12-21 22:57:47 main:574] : INFO : Epoch 590 | loss: 0.0312387 | val_loss: 0.0312397 | Time: 4213.79 ms [2020-12-21 22:57:51 main:574] : INFO : Epoch 591 | loss: 0.0312386 | val_loss: 0.0312371 | Time: 4194.6 ms [2020-12-21 22:57:55 main:574] : INFO : Epoch 592 | loss: 0.0312378 | val_loss: 0.0312373 | Time: 4244.04 ms [2020-12-21 22:58:00 main:574] : INFO : Epoch 593 | loss: 0.0312383 | val_loss: 0.0312375 | Time: 4263.46 ms [2020-12-21 22:58:04 main:574] : INFO : Epoch 594 | loss: 0.0312384 | val_loss: 0.0312377 | Time: 4287.98 ms [2020-12-21 22:58:08 main:574] : INFO : Epoch 595 | loss: 0.0312382 | val_loss: 0.0312372 | Time: 4280.14 ms [2020-12-21 22:58:13 main:574] : INFO : Epoch 596 | loss: 0.031238 | val_loss: 0.0312373 | Time: 4224.49 ms [2020-12-21 22:58:17 main:574] : INFO : Epoch 597 | loss: 0.031238 | val_loss: 0.0312409 | Time: 4286.44 ms [2020-12-21 22:58:21 main:574] : INFO : Epoch 598 | loss: 0.0312394 | val_loss: 0.0312389 | Time: 4215.14 ms [2020-12-21 22:58:25 main:574] : INFO : Epoch 599 | loss: 0.0312384 | val_loss: 0.0312371 | Time: 4200.53 ms [2020-12-21 22:58:30 main:574] : INFO : Epoch 600 | loss: 0.0312381 | val_loss: 0.0312372 | Time: 4226.73 ms [2020-12-21 22:58:34 main:574] : INFO : Epoch 601 | loss: 0.0312382 | val_loss: 0.0312387 | Time: 4265.12 ms [2020-12-21 22:58:38 main:574] : INFO : Epoch 602 | loss: 0.0312381 | val_loss: 0.0312388 | Time: 4228.2 ms [2020-12-21 22:58:42 main:574] : INFO : Epoch 603 | loss: 0.0312383 | val_loss: 0.0312384 | Time: 4259.68 ms [2020-12-21 22:58:47 main:574] : INFO : Epoch 604 | loss: 0.0312389 | val_loss: 0.0312385 | Time: 4203.81 ms [2020-12-21 22:58:51 main:574] : INFO : Epoch 605 | loss: 0.0312382 | val_loss: 0.0312399 | Time: 4172.51 ms [2020-12-21 22:58:55 main:574] : INFO : Epoch 606 | loss: 0.0312388 | val_loss: 0.0312385 | Time: 4268.3 ms [2020-12-21 22:58:59 main:574] : INFO : Epoch 607 | loss: 0.0312389 | val_loss: 0.031239 | Time: 4238.82 ms [2020-12-21 22:59:04 main:574] : INFO : Epoch 608 | loss: 0.0312381 | val_loss: 0.0312378 | Time: 4276.32 ms [2020-12-21 22:59:08 main:574] : INFO : Epoch 609 | loss: 0.0312378 | val_loss: 0.0312372 | Time: 4172.82 ms [2020-12-21 22:59:12 main:574] : INFO : Epoch 610 | loss: 0.0312384 | val_loss: 0.0312372 | Time: 4166.51 ms [2020-12-21 22:59:16 main:574] : INFO : Epoch 611 | loss: 0.0312387 | val_loss: 0.0312374 | Time: 4236.93 ms [2020-12-21 22:59:21 main:574] : INFO : Epoch 612 | loss: 0.0312383 | val_loss: 0.0312375 | Time: 4241.34 ms [2020-12-21 22:59:25 main:574] : INFO : Epoch 613 | loss: 0.0312378 | val_loss: 0.0312373 | Time: 4274.69 ms [2020-12-21 22:59:30 main:574] : INFO : Epoch 614 | loss: 0.0312379 | val_loss: 0.0312372 | Time: 4186.33 ms [2020-12-21 22:59:34 main:574] : INFO : Epoch 615 | loss: 0.0312381 | val_loss: 0.0312371 | Time: 4251.95 ms [2020-12-21 22:59:38 main:574] : INFO : Epoch 616 | loss: 0.0312378 | val_loss: 0.0312372 | Time: 4262.8 ms [2020-12-21 22:59:42 main:574] : INFO : Epoch 617 | loss: 0.0312383 | val_loss: 0.0312374 | Time: 4288.62 ms [2020-12-21 22:59:47 main:574] : INFO : Epoch 618 | loss: 0.0312384 | val_loss: 0.0312376 | Time: 4213.39 ms [2020-12-21 22:59:51 main:574] : INFO : Epoch 619 | loss: 0.0312395 | val_loss: 0.0312398 | Time: 4279.64 ms [2020-12-21 22:59:55 main:574] : INFO : Epoch 620 | loss: 0.0312387 | val_loss: 0.0312374 | Time: 4164.33 ms [2020-12-21 22:59:59 main:574] : INFO : Epoch 621 | loss: 0.0312392 | val_loss: 0.031239 | Time: 4167.87 ms [2020-12-21 23:00:03 main:574] : INFO : Epoch 622 | loss: 0.0312403 | val_loss: 0.031239 | Time: 4257.2 ms [2020-12-21 23:00:08 main:574] : INFO : Epoch 623 | loss: 0.0312389 | val_loss: 0.0312374 | Time: 4260.66 ms [2020-12-21 23:00:12 main:574] : INFO : Epoch 624 | loss: 0.0312388 | val_loss: 0.0312378 | Time: 4211.8 ms [2020-12-21 23:00:16 main:574] : INFO : Epoch 625 | loss: 0.0312384 | val_loss: 0.0312372 | Time: 4214.42 ms [2020-12-21 23:00:20 main:574] : INFO : Epoch 626 | loss: 0.031238 | val_loss: 0.0312376 | Time: 4217.55 ms [2020-12-21 23:00:25 main:574] : INFO : Epoch 627 | loss: 0.0312384 | val_loss: 0.0312378 | Time: 4262.95 ms [2020-12-21 23:00:29 main:574] : INFO : Epoch 628 | loss: 0.031238 | val_loss: 0.0312424 | Time: 4267.45 ms [2020-12-21 23:00:33 main:574] : INFO : Epoch 629 | loss: 0.0312412 | val_loss: 0.0312371 | Time: 4186.52 ms [2020-12-21 23:00:37 main:574] : INFO : Epoch 630 | loss: 0.0312403 | val_loss: 0.0312378 | Time: 4218.92 ms [2020-12-21 23:00:42 main:574] : INFO : Epoch 631 | loss: 0.0312379 | val_loss: 0.0312371 | Time: 4297.33 ms [2020-12-21 23:00:46 main:574] : INFO : Epoch 632 | loss: 0.031238 | val_loss: 0.0312372 | Time: 4217.23 ms [2020-12-21 23:00:50 main:574] : INFO : Epoch 633 | loss: 0.0312378 | val_loss: 0.031238 | Time: 4287.31 ms [2020-12-21 23:00:55 main:574] : INFO : Epoch 634 | loss: 0.031238 | val_loss: 0.0312372 | Time: 4275.06 ms [2020-12-21 23:00:59 main:574] : INFO : Epoch 635 | loss: 0.0312379 | val_loss: 0.0312371 | Time: 4235.35 ms [2020-12-21 23:01:03 main:574] : INFO : Epoch 636 | loss: 0.0312379 | val_loss: 0.0312371 | Time: 4299.61 ms [2020-12-21 23:01:08 main:574] : INFO : Epoch 637 | loss: 0.0312386 | val_loss: 0.0312405 | Time: 4321.66 ms [2020-12-21 23:01:12 main:574] : INFO : Epoch 638 | loss: 0.0312384 | val_loss: 0.0312376 | Time: 4283.54 ms [2020-12-21 23:01:16 main:574] : INFO : Epoch 639 | loss: 0.0312387 | val_loss: 0.031238 | Time: 4193.76 ms [2020-12-21 23:01:20 main:574] : INFO : Epoch 640 | loss: 0.031238 | val_loss: 0.0312378 | Time: 4187.58 ms [2020-12-21 23:01:25 main:574] : INFO : Epoch 641 | loss: 0.0312385 | val_loss: 0.0312387 | Time: 4329.01 ms [2020-12-21 23:01:29 main:574] : INFO : Epoch 642 | loss: 0.0312382 | val_loss: 0.0312388 | Time: 4209.74 ms [2020-12-21 23:01:33 main:574] : INFO : Epoch 643 | loss: 0.0312379 | val_loss: 0.0312376 | Time: 4256.84 ms [2020-12-21 23:01:37 main:574] : INFO : Epoch 644 | loss: 0.0312379 | val_loss: 0.0312407 | Time: 4249.63 ms [2020-12-21 23:01:42 main:574] : INFO : Epoch 645 | loss: 0.0312391 | val_loss: 0.0312379 | Time: 4192.14 ms [2020-12-21 23:01:46 main:574] : INFO : Epoch 646 | loss: 0.0312381 | val_loss: 0.0312371 | Time: 4222.15 ms [2020-12-21 23:01:50 main:574] : INFO : Epoch 647 | loss: 0.031238 | val_loss: 0.0312385 | Time: 4238.58 ms [2020-12-21 23:01:54 main:574] : INFO : Epoch 648 | loss: 0.0312383 | val_loss: 0.0312375 | Time: 4257.3 ms [2020-12-21 23:01:59 main:574] : INFO : Epoch 649 | loss: 0.0312387 | val_loss: 0.0312373 | Time: 4241.34 ms [2020-12-21 23:02:03 main:574] : INFO : Epoch 650 | loss: 0.031238 | val_loss: 0.0312376 | Time: 4204.99 ms [2020-12-21 23:02:07 main:574] : INFO : Epoch 651 | loss: 0.0312379 | val_loss: 0.0312376 | Time: 4230.98 ms [2020-12-21 23:02:11 main:574] : INFO : Epoch 652 | loss: 0.0312381 | val_loss: 0.0312375 | Time: 4217.23 ms [2020-12-21 23:02:16 main:574] : INFO : Epoch 653 | loss: 0.0312382 | val_loss: 0.0312373 | Time: 4305.73 ms [2020-12-21 23:02:20 main:574] : INFO : Epoch 654 | loss: 0.0312383 | val_loss: 0.0312397 | Time: 4208.13 ms [2020-12-21 23:02:24 main:574] : INFO : Epoch 655 | loss: 0.0312394 | val_loss: 0.0312403 | Time: 4202.52 ms [2020-12-21 23:02:28 main:574] : INFO : Epoch 656 | loss: 0.0312404 | val_loss: 0.0312374 | Time: 4243.65 ms [2020-12-21 23:02:33 main:574] : INFO : Epoch 657 | loss: 0.031238 | val_loss: 0.0312372 | Time: 4294.47 ms [2020-12-21 23:02:37 main:574] : INFO : Epoch 658 | loss: 0.0312379 | val_loss: 0.0312373 | Time: 4252.49 ms [2020-12-21 23:02:41 main:574] : INFO : Epoch 659 | loss: 0.0312381 | val_loss: 0.0312375 | Time: 4234.49 ms [2020-12-21 23:02:45 main:574] : INFO : Epoch 660 | loss: 0.0312388 | val_loss: 0.0312376 | Time: 4261.51 ms [2020-12-21 23:02:50 main:574] : INFO : Epoch 661 | loss: 0.0312384 | val_loss: 0.0312387 | Time: 4236.81 ms [2020-12-21 23:02:54 main:574] : INFO : Epoch 662 | loss: 0.0312395 | val_loss: 0.0312374 | Time: 4240.31 ms [2020-12-21 23:02:58 main:574] : INFO : Epoch 663 | loss: 0.0312386 | val_loss: 0.0312403 | Time: 4183.29 ms [2020-12-21 23:03:02 main:574] : INFO : Epoch 664 | loss: 0.0312401 | val_loss: 0.0312371 | Time: 4246.06 ms [2020-12-21 23:03:07 main:574] : INFO : Epoch 665 | loss: 0.0312393 | val_loss: 0.0312371 | Time: 4349.82 ms [2020-12-21 23:03:11 main:574] : INFO : Epoch 666 | loss: 0.0312377 | val_loss: 0.0312387 | Time: 4212.26 ms [2020-12-21 23:03:15 main:574] : INFO : Epoch 667 | loss: 0.0312384 | val_loss: 0.0312373 | Time: 4164.41 ms [2020-12-21 23:03:19 main:574] : INFO : Epoch 668 | loss: 0.0312377 | val_loss: 0.0312371 | Time: 4196.55 ms [2020-12-21 23:03:23 main:574] : INFO : Epoch 669 | loss: 0.0312377 | val_loss: 0.0312375 | Time: 4244.37 ms [2020-12-21 23:03:28 main:574] : INFO : Epoch 670 | loss: 0.0312378 | val_loss: 0.0312399 | Time: 4207.96 ms [2020-12-21 23:03:32 main:574] : INFO : Epoch 671 | loss: 0.0312401 | val_loss: 0.0312372 | Time: 4230.24 ms [2020-12-21 23:03:36 main:574] : INFO : Epoch 672 | loss: 0.0312385 | val_loss: 0.0312374 | Time: 4161.56 ms [2020-12-21 23:03:40 main:574] : INFO : Epoch 673 | loss: 0.0312381 | val_loss: 0.0312372 | Time: 4238.61 ms [2020-12-21 23:03:45 main:574] : INFO : Epoch 674 | loss: 0.0312377 | val_loss: 0.0312372 | Time: 4266.49 ms [2020-12-21 23:03:49 main:574] : INFO : Epoch 675 | loss: 0.0312387 | val_loss: 0.0312373 | Time: 4286.07 ms [2020-12-21 23:03:53 main:574] : INFO : Epoch 676 | loss: 0.031238 | val_loss: 0.0312372 | Time: 4325.5 ms [2020-12-21 23:03:58 main:574] : INFO : Epoch 677 | loss: 0.0312378 | val_loss: 0.0312371 | Time: 4189.09 ms [2020-12-21 23:04:02 main:574] : INFO : Epoch 678 | loss: 0.0312379 | val_loss: 0.0312372 | Time: 4199.95 ms [2020-12-21 23:04:06 main:574] : INFO : Epoch 679 | loss: 0.0312385 | val_loss: 0.0312373 | Time: 4274.05 ms [2020-12-21 23:04:10 main:574] : INFO : Epoch 680 | loss: 0.031238 | val_loss: 0.0312371 | Time: 4275.1 ms [2020-12-21 23:04:15 main:574] : INFO : Epoch 681 | loss: 0.031238 | val_loss: 0.0312381 | Time: 4246.75 ms [2020-12-21 23:04:19 main:574] : INFO : Epoch 682 | loss: 0.0312384 | val_loss: 0.0312372 | Time: 4209.8 ms [2020-12-21 23:04:23 main:574] : INFO : Epoch 683 | loss: 0.0312384 | val_loss: 0.0312371 | Time: 4170.78 ms [2020-12-21 23:04:27 main:574] : INFO : Epoch 684 | loss: 0.0312394 | val_loss: 0.0312386 | Time: 4252.02 ms [2020-12-21 23:04:32 main:574] : INFO : Epoch 685 | loss: 0.0312382 | val_loss: 0.0312383 | Time: 4341.51 ms [2020-12-21 23:04:36 main:574] : INFO : Epoch 686 | loss: 0.0312381 | val_loss: 0.0312377 | Time: 4125.18 ms [2020-12-21 23:04:40 main:574] : INFO : Epoch 687 | loss: 0.0312381 | val_loss: 0.0312374 | Time: 4207.34 ms [2020-12-21 23:04:44 main:574] : INFO : Epoch 688 | loss: 0.0312384 | val_loss: 0.0312385 | Time: 4259.99 ms [2020-12-21 23:04:48 main:574] : INFO : Epoch 689 | loss: 0.0312383 | val_loss: 0.0312371 | Time: 4177.66 ms [2020-12-21 23:04:53 main:574] : INFO : Epoch 690 | loss: 0.031238 | val_loss: 0.0312372 | Time: 4321.13 ms [2020-12-21 23:04:57 main:574] : INFO : Epoch 691 | loss: 0.0312379 | val_loss: 0.0312396 | Time: 4266.18 ms [2020-12-21 23:05:01 main:574] : INFO : Epoch 692 | loss: 0.0312386 | val_loss: 0.0312374 | Time: 4231.55 ms [2020-12-21 23:05:06 main:574] : INFO : Epoch 693 | loss: 0.0312383 | val_loss: 0.0312374 | Time: 4267.97 ms [2020-12-21 23:05:10 main:574] : INFO : Epoch 694 | loss: 0.0312387 | val_loss: 0.0312397 | Time: 4201.99 ms [2020-12-21 23:05:14 main:574] : INFO : Epoch 695 | loss: 0.031238 | val_loss: 0.0312383 | Time: 4213.1 ms [2020-12-21 23:05:18 main:574] : INFO : Epoch 696 | loss: 0.031238 | val_loss: 0.0312371 | Time: 4245.11 ms [2020-12-21 23:05:23 main:574] : INFO : Epoch 697 | loss: 0.0312378 | val_loss: 0.0312373 | Time: 4246.39 ms [2020-12-21 23:05:27 main:574] : INFO : Epoch 698 | loss: 0.0312381 | val_loss: 0.0312372 | Time: 4233.91 ms [2020-12-21 23:05:31 main:574] : INFO : Epoch 699 | loss: 0.0312383 | val_loss: 0.0312374 | Time: 4218.69 ms [2020-12-21 23:05:35 main:574] : INFO : Epoch 700 | loss: 0.0312385 | val_loss: 0.0312385 | Time: 4241.96 ms [2020-12-21 23:05:40 main:574] : INFO : Epoch 701 | loss: 0.0312396 | val_loss: 0.0312371 | Time: 4257.25 ms [2020-12-21 23:05:44 main:574] : INFO : Epoch 702 | loss: 0.0312386 | val_loss: 0.0312384 | Time: 4219.57 ms [2020-12-21 23:05:48 main:574] : INFO : Epoch 703 | loss: 0.0312377 | val_loss: 0.0312372 | Time: 4268.94 ms [2020-12-21 23:05:52 main:574] : INFO : Epoch 704 | loss: 0.0312381 | val_loss: 0.0312385 | Time: 4263.97 ms [2020-12-21 23:05:57 main:574] : INFO : Epoch 705 | loss: 0.0312397 | val_loss: 0.0312377 | Time: 4169.62 ms [2020-12-21 23:06:01 main:574] : INFO : Epoch 706 | loss: 0.0312404 | val_loss: 0.0312407 | Time: 4222.35 ms [2020-12-21 23:06:05 main:574] : INFO : Epoch 707 | loss: 0.031239 | val_loss: 0.0312375 | Time: 4246.22 ms [2020-12-21 23:06:09 main:574] : INFO : Epoch 708 | loss: 0.0312381 | val_loss: 0.0312374 | Time: 4179.57 ms [2020-12-21 23:06:13 main:574] : INFO : Epoch 709 | loss: 0.0312381 | val_loss: 0.0312374 | Time: 4260.56 ms [2020-12-21 23:06:18 main:574] : INFO : Epoch 710 | loss: 0.0312388 | val_loss: 0.0312387 | Time: 4200.63 ms [2020-12-21 23:06:22 main:574] : INFO : Epoch 711 | loss: 0.0312392 | val_loss: 0.0312373 | Time: 4298.27 ms [2020-12-21 23:06:26 main:574] : INFO : Epoch 712 | loss: 0.0312383 | val_loss: 0.031238 | Time: 4197.97 ms [2020-12-21 23:06:30 main:574] : INFO : Epoch 713 | loss: 0.031238 | val_loss: 0.0312374 | Time: 4273.53 ms [2020-12-21 23:06:35 main:574] : INFO : Epoch 714 | loss: 0.0312382 | val_loss: 0.0312389 | Time: 4191.68 ms [2020-12-21 23:06:39 main:574] : INFO : Epoch 715 | loss: 0.0312381 | val_loss: 0.0312376 | Time: 4368.23 ms [2020-12-21 23:06:43 main:574] : INFO : Epoch 716 | loss: 0.0312391 | val_loss: 0.0312373 | Time: 4233.72 ms [2020-12-21 23:06:48 main:574] : INFO : Epoch 717 | loss: 0.0312383 | val_loss: 0.0312376 | Time: 4187.5 ms [2020-12-21 23:06:52 main:574] : INFO : Epoch 718 | loss: 0.0312385 | val_loss: 0.0312388 | Time: 4379.19 ms [2020-12-21 23:06:56 main:574] : INFO : Epoch 719 | loss: 0.0312394 | val_loss: 0.0312416 | Time: 4320.18 ms [2020-12-21 23:07:01 main:574] : INFO : Epoch 720 | loss: 0.031239 | val_loss: 0.0312375 | Time: 4301.29 ms [2020-12-21 23:07:05 main:574] : INFO : Epoch 721 | loss: 0.0312378 | val_loss: 0.0312372 | Time: 4190.04 ms [2020-12-21 23:07:09 main:574] : INFO : Epoch 722 | loss: 0.0312381 | val_loss: 0.0312374 | Time: 4244.42 ms [2020-12-21 23:07:13 main:574] : INFO : Epoch 723 | loss: 0.031238 | val_loss: 0.0312371 | Time: 4221.16 ms [2020-12-21 23:07:18 main:574] : INFO : Epoch 724 | loss: 0.0312387 | val_loss: 0.0312394 | Time: 4260.02 ms [2020-12-21 23:07:22 main:574] : INFO : Epoch 725 | loss: 0.0312386 | val_loss: 0.0312373 | Time: 4243.46 ms [2020-12-21 23:07:26 main:574] : INFO : Epoch 726 | loss: 0.0312384 | val_loss: 0.0312381 | Time: 4259.94 ms [2020-12-21 23:07:30 main:574] : INFO : Epoch 727 | loss: 0.0312381 | val_loss: 0.0312383 | Time: 4308.23 ms [2020-12-21 23:07:35 main:574] : INFO : Epoch 728 | loss: 0.0312393 | val_loss: 0.0312412 | Time: 4263.45 ms [2020-12-21 23:07:39 main:574] : INFO : Epoch 729 | loss: 0.0312391 | val_loss: 0.0312378 | Time: 4207.56 ms [2020-12-21 23:07:43 main:574] : INFO : Epoch 730 | loss: 0.0312383 | val_loss: 0.0312393 | Time: 4191.45 ms [2020-12-21 23:07:47 main:574] : INFO : Epoch 731 | loss: 0.0312393 | val_loss: 0.0312384 | Time: 4220.71 ms [2020-12-21 23:07:52 main:574] : INFO : Epoch 732 | loss: 0.0312399 | val_loss: 0.0312413 | Time: 4221.27 ms [2020-12-21 23:07:56 main:574] : INFO : Epoch 733 | loss: 0.0312396 | val_loss: 0.0312382 | Time: 4270.77 ms [2020-12-21 23:08:00 main:574] : INFO : Epoch 734 | loss: 0.0312384 | val_loss: 0.0312373 | Time: 4210.07 ms [2020-12-21 23:08:04 main:574] : INFO : Epoch 735 | loss: 0.031238 | val_loss: 0.0312372 | Time: 4238.79 ms [2020-12-21 23:08:09 main:574] : INFO : Epoch 736 | loss: 0.0312383 | val_loss: 0.0312375 | Time: 4231.52 ms [2020-12-21 23:08:13 main:574] : INFO : Epoch 737 | loss: 0.0312385 | val_loss: 0.0312372 | Time: 4334.09 ms [2020-12-21 23:08:17 main:574] : INFO : Epoch 738 | loss: 0.0312386 | val_loss: 0.0312373 | Time: 4172.23 ms [2020-12-21 23:08:21 main:574] : INFO : Epoch 739 | loss: 0.0312381 | val_loss: 0.0312381 | Time: 4216.15 ms [2020-12-21 23:08:26 main:574] : INFO : Epoch 740 | loss: 0.0312385 | val_loss: 0.0312375 | Time: 4301.26 ms [2020-12-21 23:08:30 main:574] : INFO : Epoch 741 | loss: 0.0312381 | val_loss: 0.0312376 | Time: 4188.63 ms [2020-12-21 23:08:34 main:574] : INFO : Epoch 742 | loss: 0.0312382 | val_loss: 0.0312379 | Time: 4291.16 ms [2020-12-21 23:08:38 main:574] : INFO : Epoch 743 | loss: 0.0312379 | val_loss: 0.0312374 | Time: 4201.18 ms [2020-12-21 23:08:43 main:574] : INFO : Epoch 744 | loss: 0.031238 | val_loss: 0.0312377 | Time: 4273.03 ms [2020-12-21 23:08:47 main:574] : INFO : Epoch 745 | loss: 0.0312389 | val_loss: 0.0312396 | Time: 4203.5 ms [2020-12-21 23:08:51 main:574] : INFO : Epoch 746 | loss: 0.031239 | val_loss: 0.031241 | Time: 4226.15 ms [2020-12-21 23:08:55 main:574] : INFO : Epoch 747 | loss: 0.031239 | val_loss: 0.0312379 | Time: 4235.47 ms [2020-12-21 23:09:00 main:574] : INFO : Epoch 748 | loss: 0.0312383 | val_loss: 0.0312372 | Time: 4236 ms [2020-12-21 23:09:04 main:574] : INFO : Epoch 749 | loss: 0.0312379 | val_loss: 0.0312371 | Time: 4127.54 ms [2020-12-21 23:09:08 main:574] : INFO : Epoch 750 | loss: 0.0312385 | val_loss: 0.0312371 | Time: 4192.44 ms [2020-12-21 23:09:12 main:574] : INFO : Epoch 751 | loss: 0.0312384 | val_loss: 0.0312381 | Time: 4264.98 ms [2020-12-21 23:09:16 main:574] : INFO : Epoch 752 | loss: 0.0312382 | val_loss: 0.0312376 | Time: 4078.59 ms [2020-12-21 23:09:21 main:574] : INFO : Epoch 753 | loss: 0.0312387 | val_loss: 0.0312388 | Time: 4233.29 ms [2020-12-21 23:09:25 main:574] : INFO : Epoch 754 | loss: 0.0312393 | val_loss: 0.0312373 | Time: 4142.29 ms [2020-12-21 23:09:29 main:574] : INFO : Epoch 755 | loss: 0.0312383 | val_loss: 0.0312386 | Time: 4238.27 ms [2020-12-21 23:09:34 main:574] : INFO : Epoch 756 | loss: 0.0312388 | val_loss: 0.0312396 | Time: 4125.51 ms [2020-12-21 23:09:38 main:574] : INFO : Epoch 757 | loss: 0.0312395 | val_loss: 0.0312385 | Time: 4270.67 ms [2020-12-21 23:09:42 main:574] : INFO : Epoch 758 | loss: 0.0312398 | val_loss: 0.0312374 | Time: 4275.06 ms [2020-12-21 23:09:46 main:574] : INFO : Epoch 759 | loss: 0.031238 | val_loss: 0.0312374 | Time: 4189.7 ms [2020-12-21 23:09:51 main:574] : INFO : Epoch 760 | loss: 0.0312384 | val_loss: 0.0312373 | Time: 4288.92 ms [2020-12-21 23:09:55 main:574] : INFO : Epoch 761 | loss: 0.0312382 | val_loss: 0.0312383 | Time: 4224.58 ms [2020-12-21 23:09:59 main:574] : INFO : Epoch 762 | loss: 0.0312387 | val_loss: 0.0312387 | Time: 4291.29 ms [2020-12-21 23:10:03 main:574] : INFO : Epoch 763 | loss: 0.0312382 | val_loss: 0.0312379 | Time: 4207.87 ms [2020-12-21 23:10:08 main:574] : INFO : Epoch 764 | loss: 0.0312385 | val_loss: 0.0312389 | Time: 4232.8 ms [2020-12-21 23:10:12 main:574] : INFO : Epoch 765 | loss: 0.0312385 | val_loss: 0.0312377 | Time: 4236.83 ms [2020-12-21 23:10:16 main:574] : INFO : Epoch 766 | loss: 0.0312388 | val_loss: 0.0312382 | Time: 4152.6 ms [2020-12-21 23:10:20 main:574] : INFO : Epoch 767 | loss: 0.0312384 | val_loss: 0.0312385 | Time: 4216.26 ms [2020-12-21 23:10:25 main:574] : INFO : Epoch 768 | loss: 0.0312386 | val_loss: 0.0312372 | Time: 4257.45 ms [2020-12-21 23:10:29 main:574] : INFO : Epoch 769 | loss: 0.0312379 | val_loss: 0.0312372 | Time: 4203.54 ms [2020-12-21 23:10:33 main:574] : INFO : Epoch 770 | loss: 0.031238 | val_loss: 0.0312374 | Time: 4161.9 ms [2020-12-21 23:10:37 main:574] : INFO : Epoch 771 | loss: 0.0312383 | val_loss: 0.0312381 | Time: 4201.77 ms [2020-12-21 23:10:41 main:574] : INFO : Epoch 772 | loss: 0.0312384 | val_loss: 0.0312381 | Time: 4208.3 ms [2020-12-21 23:10:46 main:574] : INFO : Epoch 773 | loss: 0.0312384 | val_loss: 0.0312376 | Time: 4271.16 ms [2020-12-21 23:10:50 main:574] : INFO : Epoch 774 | loss: 0.031239 | val_loss: 0.0312453 | Time: 4277.28 ms [2020-12-21 23:10:54 main:574] : INFO : Epoch 775 | loss: 0.0312417 | val_loss: 0.0312434 | Time: 4210.01 ms [2020-12-21 23:10:58 main:574] : INFO : Epoch 776 | loss: 0.0312397 | val_loss: 0.0312377 | Time: 4218.8 ms [2020-12-21 23:11:03 main:574] : INFO : Epoch 777 | loss: 0.0312391 | val_loss: 0.0312371 | Time: 4145.42 ms [2020-12-21 23:11:07 main:574] : INFO : Epoch 778 | loss: 0.0312377 | val_loss: 0.0312376 | Time: 4214.96 ms [2020-12-21 23:11:11 main:574] : INFO : Epoch 779 | loss: 0.0312386 | val_loss: 0.031238 | Time: 4228.12 ms [2020-12-21 23:11:15 main:574] : INFO : Epoch 780 | loss: 0.0312386 | val_loss: 0.0312392 | Time: 4287.66 ms [2020-12-21 23:11:20 main:574] : INFO : Epoch 781 | loss: 0.0312385 | val_loss: 0.0312374 | Time: 4202.25 ms [2020-12-21 23:11:24 main:574] : INFO : Epoch 782 | loss: 0.0312381 | val_loss: 0.0312374 | Time: 4234.72 ms [2020-12-21 23:11:28 main:574] : INFO : Epoch 783 | loss: 0.031238 | val_loss: 0.0312381 | Time: 4269.27 ms [2020-12-21 23:11:32 main:574] : INFO : Epoch 784 | loss: 0.0312383 | val_loss: 0.0312383 | Time: 4236.99 ms [2020-12-21 23:11:37 main:574] : INFO : Epoch 785 | loss: 0.031238 | val_loss: 0.0312379 | Time: 4308.63 ms [2020-12-21 23:11:41 main:574] : INFO : Epoch 786 | loss: 0.0312379 | val_loss: 0.0312372 | Time: 4269.29 ms [2020-12-21 23:11:45 main:574] : INFO : Epoch 787 | loss: 0.0312387 | val_loss: 0.031238 | Time: 4230.19 ms [2020-12-21 23:11:49 main:574] : INFO : Epoch 788 | loss: 0.0312382 | val_loss: 0.0312373 | Time: 4237.07 ms [2020-12-21 23:11:54 main:574] : INFO : Epoch 789 | loss: 0.0312382 | val_loss: 0.0312404 | Time: 4269.23 ms [2020-12-21 23:11:58 main:574] : INFO : Epoch 790 | loss: 0.0312392 | val_loss: 0.0312375 | Time: 4203.98 ms [2020-12-21 23:12:02 main:574] : INFO : Epoch 791 | loss: 0.031238 | val_loss: 0.0312372 | Time: 4311.99 ms [2020-12-21 23:12:06 main:574] : INFO : Epoch 792 | loss: 0.0312385 | val_loss: 0.0312374 | Time: 4228.45 ms [2020-12-21 23:12:11 main:574] : INFO : Epoch 793 | loss: 0.0312387 | val_loss: 0.0312373 | Time: 4170.94 ms [2020-12-21 23:12:15 main:574] : INFO : Epoch 794 | loss: 0.0312387 | val_loss: 0.0312373 | Time: 4184.39 ms [2020-12-21 23:12:19 main:574] : INFO : Epoch 795 | loss: 0.031238 | val_loss: 0.0312377 | Time: 4252.53 ms [2020-12-21 23:12:23 main:574] : INFO : Epoch 796 | loss: 0.0312382 | val_loss: 0.0312373 | Time: 4246.68 ms [2020-12-21 23:12:28 main:574] : INFO : Epoch 797 | loss: 0.0312383 | val_loss: 0.0312374 | Time: 4189.05 ms [2020-12-21 23:12:32 main:574] : INFO : Epoch 798 | loss: 0.031239 | val_loss: 0.0312384 | Time: 4226.38 ms [2020-12-21 23:12:36 main:574] : INFO : Epoch 799 | loss: 0.0312414 | val_loss: 0.0312392 | Time: 4157.16 ms [2020-12-21 23:12:40 main:574] : INFO : Epoch 800 | loss: 0.0312395 | val_loss: 0.0312371 | Time: 4274.29 ms [2020-12-21 23:12:45 main:574] : INFO : Epoch 801 | loss: 0.0312386 | val_loss: 0.0312397 | Time: 4295.83 ms [2020-12-21 23:12:49 main:574] : INFO : Epoch 802 | loss: 0.0312382 | val_loss: 0.031239 | Time: 4173.58 ms [2020-12-21 23:12:53 main:574] : INFO : Epoch 803 | loss: 0.0312387 | val_loss: 0.0312379 | Time: 4290.83 ms [2020-12-21 23:12:57 main:574] : INFO : Epoch 804 | loss: 0.0312384 | val_loss: 0.0312374 | Time: 4220.49 ms [2020-12-21 23:13:02 main:574] : INFO : Epoch 805 | loss: 0.0312388 | val_loss: 0.0312384 | Time: 4315.98 ms [2020-12-21 23:13:06 main:574] : INFO : Epoch 806 | loss: 0.0312402 | val_loss: 0.0312382 | Time: 4243.92 ms [2020-12-21 23:13:10 main:574] : INFO : Epoch 807 | loss: 0.0312394 | val_loss: 0.0312373 | Time: 4292.26 ms [2020-12-21 23:13:15 main:574] : INFO : Epoch 808 | loss: 0.0312389 | val_loss: 0.0312392 | Time: 4318.78 ms [2020-12-21 23:13:19 main:574] : INFO : Epoch 809 | loss: 0.0312392 | val_loss: 0.0312373 | Time: 4195.19 ms [2020-12-21 23:13:23 main:574] : INFO : Epoch 810 | loss: 0.0312381 | val_loss: 0.031238 | Time: 4258.79 ms [2020-12-21 23:13:27 main:574] : INFO : Epoch 811 | loss: 0.0312382 | val_loss: 0.0312378 | Time: 4153.41 ms [2020-12-21 23:13:31 main:574] : INFO : Epoch 812 | loss: 0.0312378 | val_loss: 0.0312384 | Time: 4258.54 ms [2020-12-21 23:13:36 main:574] : INFO : Epoch 813 | loss: 0.0312384 | val_loss: 0.0312376 | Time: 4212.51 ms [2020-12-21 23:13:40 main:574] : INFO : Epoch 814 | loss: 0.0312384 | val_loss: 0.0312388 | Time: 4233.61 ms [2020-12-21 23:13:44 main:574] : INFO : Epoch 815 | loss: 0.0312379 | val_loss: 0.0312374 | Time: 4209.4 ms [2020-12-21 23:13:48 main:574] : INFO : Epoch 816 | loss: 0.0312379 | val_loss: 0.0312377 | Time: 4266.4 ms [2020-12-21 23:13:53 main:574] : INFO : Epoch 817 | loss: 0.0312379 | val_loss: 0.031238 | Time: 4203.84 ms [2020-12-21 23:13:57 main:574] : INFO : Epoch 818 | loss: 0.031238 | val_loss: 0.0312375 | Time: 4201.02 ms [2020-12-21 23:14:01 main:574] : INFO : Epoch 819 | loss: 0.0312378 | val_loss: 0.031238 | Time: 4220.41 ms [2020-12-21 23:14:05 main:574] : INFO : Epoch 820 | loss: 0.0312386 | val_loss: 0.0312381 | Time: 4214.87 ms [2020-12-21 23:14:10 main:574] : INFO : Epoch 821 | loss: 0.0312386 | val_loss: 0.03124 | Time: 4231.88 ms [2020-12-21 23:14:14 main:574] : INFO : Epoch 822 | loss: 0.0312396 | val_loss: 0.0312412 | Time: 4249.42 ms [2020-12-21 23:14:18 main:574] : INFO : Epoch 823 | loss: 0.031239 | val_loss: 0.031238 | Time: 4073.9 ms [2020-12-21 23:14:22 main:574] : INFO : Epoch 824 | loss: 0.0312386 | val_loss: 0.0312372 | Time: 4282.4 ms [2020-12-21 23:14:26 main:574] : INFO : Epoch 825 | loss: 0.0312385 | val_loss: 0.0312374 | Time: 4222.44 ms [2020-12-21 23:14:31 main:574] : INFO : Epoch 826 | loss: 0.031239 | val_loss: 0.0312374 | Time: 4297.21 ms [2020-12-21 23:14:35 main:574] : INFO : Epoch 827 | loss: 0.0312387 | val_loss: 0.0312393 | Time: 4297 ms [2020-12-21 23:14:39 main:574] : INFO : Epoch 828 | loss: 0.0312389 | val_loss: 0.0312372 | Time: 4256.78 ms [2020-12-21 23:14:44 main:574] : INFO : Epoch 829 | loss: 0.031238 | val_loss: 0.0312381 | Time: 4255.82 ms [2020-12-21 23:14:48 main:574] : INFO : Epoch 830 | loss: 0.0312388 | val_loss: 0.0312387 | Time: 4204.8 ms [2020-12-21 23:14:52 main:574] : INFO : Epoch 831 | loss: 0.0312388 | val_loss: 0.0312371 | Time: 4280.01 ms [2020-12-21 23:14:56 main:574] : INFO : Epoch 832 | loss: 0.0312393 | val_loss: 0.0312402 | Time: 4238.89 ms [2020-12-21 23:15:01 main:574] : INFO : Epoch 833 | loss: 0.0312398 | val_loss: 0.0312386 | Time: 4272.85 ms [2020-12-21 23:15:05 main:574] : INFO : Epoch 834 | loss: 0.0312385 | val_loss: 0.0312374 | Time: 4240.12 ms [2020-12-21 23:15:09 main:574] : INFO : Epoch 835 | loss: 0.0312382 | val_loss: 0.031238 | Time: 4178.69 ms [2020-12-21 23:15:13 main:574] : INFO : Epoch 836 | loss: 0.0312378 | val_loss: 0.031237 | Time: 4213.09 ms [2020-12-21 23:15:17 main:574] : INFO : Epoch 837 | loss: 0.0312378 | val_loss: 0.0312375 | Time: 4198.28 ms [2020-12-21 23:15:22 main:574] : INFO : Epoch 838 | loss: 0.0312383 | val_loss: 0.0312383 | Time: 4287.19 ms [2020-12-21 23:15:26 main:574] : INFO : Epoch 839 | loss: 0.0312387 | val_loss: 0.0312373 | Time: 4218.11 ms [2020-12-21 23:15:30 main:574] : INFO : Epoch 840 | loss: 0.0312385 | val_loss: 0.0312381 | Time: 4211.61 ms [2020-12-21 23:15:34 main:574] : INFO : Epoch 841 | loss: 0.0312384 | val_loss: 0.0312379 | Time: 4150.91 ms [2020-12-21 23:15:39 main:574] : INFO : Epoch 842 | loss: 0.0312385 | val_loss: 0.031238 | Time: 4197.95 ms [2020-12-21 23:15:43 main:574] : INFO : Epoch 843 | loss: 0.0312389 | val_loss: 0.0312372 | Time: 4315.53 ms [2020-12-21 23:15:47 main:574] : INFO : Epoch 844 | loss: 0.0312383 | val_loss: 0.0312372 | Time: 4272.77 ms [2020-12-21 23:15:52 main:574] : INFO : Epoch 845 | loss: 0.0312389 | val_loss: 0.0312373 | Time: 4236.65 ms [2020-12-21 23:15:56 main:574] : INFO : Epoch 846 | loss: 0.0312392 | val_loss: 0.0312384 | Time: 4389.06 ms [2020-12-21 23:16:00 main:574] : INFO : Epoch 847 | loss: 0.0312388 | val_loss: 0.0312383 | Time: 4254.55 ms [2020-12-21 23:16:04 main:574] : INFO : Epoch 848 | loss: 0.03124 | val_loss: 0.0312374 | Time: 4195.1 ms [2020-12-21 23:16:09 main:574] : INFO : Epoch 849 | loss: 0.031239 | val_loss: 0.0312373 | Time: 4250.32 ms [2020-12-21 23:16:13 main:574] : INFO : Epoch 850 | loss: 0.0312381 | val_loss: 0.0312389 | Time: 4228.31 ms [2020-12-21 23:16:17 main:574] : INFO : Epoch 851 | loss: 0.0312389 | val_loss: 0.0312381 | Time: 4277.92 ms [2020-12-21 23:16:21 main:574] : INFO : Epoch 852 | loss: 0.0312389 | val_loss: 0.0312393 | Time: 4291.96 ms [2020-12-21 23:16:26 main:574] : INFO : Epoch 853 | loss: 0.0312393 | val_loss: 0.0312381 | Time: 4189.27 ms [2020-12-21 23:16:30 main:574] : INFO : Epoch 854 | loss: 0.0312389 | val_loss: 0.0312375 | Time: 4151.62 ms [2020-12-21 23:16:34 main:574] : INFO : Epoch 855 | loss: 0.0312378 | val_loss: 0.0312373 | Time: 4180.81 ms [2020-12-21 23:16:38 main:574] : INFO : Epoch 856 | loss: 0.0312379 | val_loss: 0.0312371 | Time: 4256.91 ms [2020-12-21 23:16:43 main:574] : INFO : Epoch 857 | loss: 0.0312379 | val_loss: 0.0312379 | Time: 4202.53 ms [2020-12-21 23:16:47 main:574] : INFO : Epoch 858 | loss: 0.0312386 | val_loss: 0.0312372 | Time: 4168.43 ms [2020-12-21 23:16:51 main:574] : INFO : Epoch 859 | loss: 0.0312382 | val_loss: 0.0312372 | Time: 4233.8 ms [2020-12-21 23:16:55 main:574] : INFO : Epoch 860 | loss: 0.031238 | val_loss: 0.0312383 | Time: 4207.31 ms [2020-12-21 23:16:59 main:574] : INFO : Epoch 861 | loss: 0.0312389 | val_loss: 0.0312391 | Time: 4230.94 ms [2020-12-21 23:17:04 main:574] : INFO : Epoch 862 | loss: 0.0312393 | val_loss: 0.031239 | Time: 4201.3 ms [2020-12-21 23:17:08 main:574] : INFO : Epoch 863 | loss: 0.0312381 | val_loss: 0.0312377 | Time: 4145.91 ms [2020-12-21 23:17:12 main:574] : INFO : Epoch 864 | loss: 0.0312381 | val_loss: 0.0312385 | Time: 4249.07 ms [2020-12-21 23:17:16 main:574] : INFO : Epoch 865 | loss: 0.0312394 | val_loss: 0.0312391 | Time: 4148.05 ms [2020-12-21 23:17:20 main:574] : INFO : Epoch 866 | loss: 0.0312401 | val_loss: 0.0312382 | Time: 4218.69 ms [2020-12-21 23:17:25 main:574] : INFO : Epoch 867 | loss: 0.0312385 | val_loss: 0.0312374 | Time: 4126.8 ms [2020-12-21 23:17:29 main:574] : INFO : Epoch 868 | loss: 0.0312379 | val_loss: 0.0312372 | Time: 4248.5 ms [2020-12-21 23:17:33 main:574] : INFO : Epoch 869 | loss: 0.0312378 | val_loss: 0.0312376 | Time: 4205.62 ms [2020-12-21 23:17:37 main:574] : INFO : Epoch 870 | loss: 0.0312378 | val_loss: 0.0312376 | Time: 4230.42 ms [2020-12-21 23:17:42 main:574] : INFO : Epoch 871 | loss: 0.0312382 | val_loss: 0.0312376 | Time: 4224.92 ms [2020-12-21 23:17:46 main:574] : INFO : Epoch 872 | loss: 0.0312394 | val_loss: 0.0312373 | Time: 4172.2 ms [2020-12-21 23:17:50 main:574] : INFO : Epoch 873 | loss: 0.0312394 | val_loss: 0.0312406 | Time: 4194.64 ms [2020-12-21 23:17:54 main:574] : INFO : Epoch 874 | loss: 0.0312394 | val_loss: 0.0312371 | Time: 4225.79 ms [2020-12-21 23:17:58 main:574] : INFO : Epoch 875 | loss: 0.0312383 | val_loss: 0.0312377 | Time: 4234.75 ms [2020-12-21 23:18:03 main:574] : INFO : Epoch 876 | loss: 0.0312383 | val_loss: 0.0312371 | Time: 4243.72 ms [2020-12-21 23:18:07 main:574] : INFO : Epoch 877 | loss: 0.0312379 | val_loss: 0.0312376 | Time: 4230.14 ms [2020-12-21 23:18:11 main:574] : INFO : Epoch 878 | loss: 0.0312384 | val_loss: 0.0312395 | Time: 4218.96 ms [2020-12-21 23:18:15 main:574] : INFO : Epoch 879 | loss: 0.0312395 | val_loss: 0.0312391 | Time: 4198.02 ms [2020-12-21 23:18:20 main:574] : INFO : Epoch 880 | loss: 0.0312395 | val_loss: 0.0312375 | Time: 4177.45 ms [2020-12-21 23:18:24 main:574] : INFO : Epoch 881 | loss: 0.0312398 | val_loss: 0.0312447 | Time: 4150.84 ms [2020-12-21 23:18:28 main:574] : INFO : Epoch 882 | loss: 0.0312397 | val_loss: 0.0312377 | Time: 4174.48 ms [2020-12-21 23:18:32 main:574] : INFO : Epoch 883 | loss: 0.0312381 | val_loss: 0.0312372 | Time: 4185.17 ms [2020-12-21 23:18:36 main:574] : INFO : Epoch 884 | loss: 0.0312379 | val_loss: 0.0312372 | Time: 4231.09 ms [2020-12-21 23:18:41 main:574] : INFO : Epoch 885 | loss: 0.0312381 | val_loss: 0.0312374 | Time: 4226.64 ms [2020-12-21 23:18:45 main:574] : INFO : Epoch 886 | loss: 0.0312383 | val_loss: 0.031239 | Time: 4279.6 ms [2020-12-21 23:18:49 main:574] : INFO : Epoch 887 | loss: 0.0312383 | val_loss: 0.0312377 | Time: 4148.69 ms [2020-12-21 23:18:53 main:574] : INFO : Epoch 888 | loss: 0.0312385 | val_loss: 0.0312397 | Time: 4304.92 ms [2020-12-21 23:18:58 main:574] : INFO : Epoch 889 | loss: 0.0312388 | val_loss: 0.0312385 | Time: 4305.86 ms [2020-12-21 23:19:02 main:574] : INFO : Epoch 890 | loss: 0.0312382 | val_loss: 0.0312381 | Time: 4264.25 ms [2020-12-21 23:19:06 main:574] : INFO : Epoch 891 | loss: 0.0312382 | val_loss: 0.0312378 | Time: 4249.14 ms [2020-12-21 23:19:11 main:574] : INFO : Epoch 892 | loss: 0.031239 | val_loss: 0.0312374 | Time: 4288.32 ms [2020-12-21 23:19:15 main:574] : INFO : Epoch 893 | loss: 0.0312387 | val_loss: 0.0312375 | Time: 4204.45 ms [2020-12-21 23:19:19 main:574] : INFO : Epoch 894 | loss: 0.0312385 | val_loss: 0.0312389 | Time: 4189.83 ms [2020-12-21 23:19:23 main:574] : INFO : Epoch 895 | loss: 0.0312389 | val_loss: 0.0312393 | Time: 4190.57 ms [2020-12-21 23:19:27 main:574] : INFO : Epoch 896 | loss: 0.031238 | val_loss: 0.0312373 | Time: 4261.84 ms [2020-12-21 23:19:32 main:574] : INFO : Epoch 897 | loss: 0.0312383 | val_loss: 0.0312382 | Time: 4257.07 ms [2020-12-21 23:19:36 main:574] : INFO : Epoch 898 | loss: 0.0312385 | val_loss: 0.031238 | Time: 4154.05 ms [2020-12-21 23:19:40 main:574] : INFO : Epoch 899 | loss: 0.0312399 | val_loss: 0.0312375 | Time: 4223.37 ms [2020-12-21 23:19:44 main:574] : INFO : Epoch 900 | loss: 0.0312397 | val_loss: 0.0312375 | Time: 4161.32 ms [2020-12-21 23:19:48 main:574] : INFO : Epoch 901 | loss: 0.0312383 | val_loss: 0.0312381 | Time: 4148.78 ms [2020-12-21 23:19:53 main:574] : INFO : Epoch 902 | loss: 0.0312383 | val_loss: 0.031238 | Time: 4187.1 ms [2020-12-21 23:19:57 main:574] : INFO : Epoch 903 | loss: 0.0312385 | val_loss: 0.0312396 | Time: 4184.51 ms [2020-12-21 23:20:01 main:574] : INFO : Epoch 904 | loss: 0.0312386 | val_loss: 0.0312375 | Time: 4153.45 ms [2020-12-21 23:20:05 main:574] : INFO : Epoch 905 | loss: 0.0312383 | val_loss: 0.0312376 | Time: 4213 ms [2020-12-21 23:20:09 main:574] : INFO : Epoch 906 | loss: 0.0312386 | val_loss: 0.031238 | Time: 4212.05 ms [2020-12-21 23:20:14 main:574] : INFO : Epoch 907 | loss: 0.0312392 | val_loss: 0.0312383 | Time: 4231.03 ms [2020-12-21 23:20:18 main:574] : INFO : Epoch 908 | loss: 0.0312391 | val_loss: 0.0312378 | Time: 4256.96 ms [2020-12-21 23:20:22 main:574] : INFO : Epoch 909 | loss: 0.031239 | val_loss: 0.0312385 | Time: 4197.13 ms [2020-12-21 23:20:26 main:574] : INFO : Epoch 910 | loss: 0.0312402 | val_loss: 0.0312376 | Time: 4248.9 ms [2020-12-21 23:20:31 main:574] : INFO : Epoch 911 | loss: 0.031238 | val_loss: 0.0312381 | Time: 4251.13 ms [2020-12-21 23:20:35 main:574] : INFO : Epoch 912 | loss: 0.0312383 | val_loss: 0.0312381 | Time: 4262.93 ms [2020-12-21 23:20:39 main:574] : INFO : Epoch 913 | loss: 0.0312382 | val_loss: 0.0312376 | Time: 4238.01 ms [2020-12-21 23:20:44 main:574] : INFO : Epoch 914 | loss: 0.0312383 | val_loss: 0.0312372 | Time: 4263.59 ms [2020-12-21 23:20:48 main:574] : INFO : Epoch 915 | loss: 0.0312382 | val_loss: 0.0312386 | Time: 4242.25 ms [2020-12-21 23:20:52 main:574] : INFO : Epoch 916 | loss: 0.0312387 | val_loss: 0.0312371 | Time: 4330.23 ms [2020-12-21 23:20:56 main:574] : INFO : Epoch 917 | loss: 0.0312379 | val_loss: 0.0312377 | Time: 4177.02 ms [2020-12-21 23:21:01 main:574] : INFO : Epoch 918 | loss: 0.031238 | val_loss: 0.0312392 | Time: 4226.13 ms [2020-12-21 23:21:05 main:574] : INFO : Epoch 919 | loss: 0.0312382 | val_loss: 0.0312374 | Time: 4271.19 ms [2020-12-21 23:21:09 main:574] : INFO : Epoch 920 | loss: 0.031238 | val_loss: 0.0312374 | Time: 4197.28 ms [2020-12-21 23:21:13 main:574] : INFO : Epoch 921 | loss: 0.0312382 | val_loss: 0.0312373 | Time: 4245.65 ms [2020-12-21 23:21:18 main:574] : INFO : Epoch 922 | loss: 0.0312381 | val_loss: 0.0312377 | Time: 4191.58 ms [2020-12-21 23:21:22 main:574] : INFO : Epoch 923 | loss: 0.0312389 | val_loss: 0.0312379 | Time: 4272.71 ms [2020-12-21 23:21:26 main:574] : INFO : Epoch 924 | loss: 0.031239 | val_loss: 0.0312377 | Time: 4270.7 ms [2020-12-21 23:21:30 main:574] : INFO : Epoch 925 | loss: 0.0312395 | val_loss: 0.0312382 | Time: 4218.75 ms [2020-12-21 23:21:35 main:574] : INFO : Epoch 926 | loss: 0.0312381 | val_loss: 0.0312376 | Time: 4172.04 ms [2020-12-21 23:21:39 main:574] : INFO : Epoch 927 | loss: 0.0312389 | val_loss: 0.031238 | Time: 4273.28 ms [2020-12-21 23:21:43 main:574] : INFO : Epoch 928 | loss: 0.0312394 | val_loss: 0.0312389 | Time: 4226.56 ms [2020-12-21 23:21:47 main:574] : INFO : Epoch 929 | loss: 0.0312389 | val_loss: 0.0312375 | Time: 4172.36 ms [2020-12-21 23:21:51 main:574] : INFO : Epoch 930 | loss: 0.0312383 | val_loss: 0.0312374 | Time: 4210.53 ms [2020-12-21 23:21:56 main:574] : INFO : Epoch 931 | loss: 0.0312378 | val_loss: 0.0312371 | Time: 4236.56 ms [2020-12-21 23:22:00 main:574] : INFO : Epoch 932 | loss: 0.0312384 | val_loss: 0.0312375 | Time: 4205.85 ms [2020-12-21 23:22:04 main:574] : INFO : Epoch 933 | loss: 0.0312382 | val_loss: 0.0312408 | Time: 4187.51 ms [2020-12-21 23:22:08 main:574] : INFO : Epoch 934 | loss: 0.0312402 | val_loss: 0.0312393 | Time: 4267.87 ms [2020-12-21 23:22:13 main:574] : INFO : Epoch 935 | loss: 0.0312405 | val_loss: 0.0312428 | Time: 4212.61 ms [2020-12-21 23:22:17 main:574] : INFO : Epoch 936 | loss: 0.0312391 | val_loss: 0.0312378 | Time: 4274.34 ms [2020-12-21 23:22:21 main:574] : INFO : Epoch 937 | loss: 0.0312382 | val_loss: 0.0312372 | Time: 4193.09 ms [2020-12-21 23:22:25 main:574] : INFO : Epoch 938 | loss: 0.031238 | val_loss: 0.0312377 | Time: 4207.26 ms [2020-12-21 23:22:30 main:574] : INFO : Epoch 939 | loss: 0.031238 | val_loss: 0.0312371 | Time: 4317.96 ms [2020-12-21 23:22:34 main:574] : INFO : Epoch 940 | loss: 0.0312397 | val_loss: 0.0312413 | Time: 4214.36 ms [2020-12-21 23:22:38 main:574] : INFO : Epoch 941 | loss: 0.0312406 | val_loss: 0.0312412 | Time: 4322.55 ms [2020-12-21 23:22:42 main:574] : INFO : Epoch 942 | loss: 0.0312398 | val_loss: 0.0312406 | Time: 4196.53 ms [2020-12-21 23:22:47 main:574] : INFO : Epoch 943 | loss: 0.0312393 | val_loss: 0.0312385 | Time: 4196.63 ms [2020-12-21 23:22:51 main:574] : INFO : Epoch 944 | loss: 0.0312396 | val_loss: 0.0312386 | Time: 4236.96 ms [2020-12-21 23:22:55 main:574] : INFO : Epoch 945 | loss: 0.0312384 | val_loss: 0.0312373 | Time: 4199.94 ms [2020-12-21 23:22:59 main:574] : INFO : Epoch 946 | loss: 0.0312379 | val_loss: 0.0312381 | Time: 4189.34 ms [2020-12-21 23:23:04 main:574] : INFO : Epoch 947 | loss: 0.0312382 | val_loss: 0.0312373 | Time: 4200.28 ms [2020-12-21 23:23:08 main:574] : INFO : Epoch 948 | loss: 0.0312381 | val_loss: 0.0312379 | Time: 4265.06 ms [2020-12-21 23:23:12 main:574] : INFO : Epoch 949 | loss: 0.0312381 | val_loss: 0.0312375 | Time: 4200.87 ms [2020-12-21 23:23:16 main:574] : INFO : Epoch 950 | loss: 0.0312379 | val_loss: 0.0312374 | Time: 4265.81 ms [2020-12-21 23:23:21 main:574] : INFO : Epoch 951 | loss: 0.031238 | val_loss: 0.0312376 | Time: 4280.4 ms [2020-12-21 23:23:25 main:574] : INFO : Epoch 952 | loss: 0.0312381 | val_loss: 0.0312377 | Time: 4221.04 ms [2020-12-21 23:23:29 main:574] : INFO : Epoch 953 | loss: 0.0312379 | val_loss: 0.0312371 | Time: 4245.98 ms [2020-12-21 23:23:33 main:574] : INFO : Epoch 954 | loss: 0.0312381 | val_loss: 0.0312381 | Time: 4229.67 ms [2020-12-21 23:23:38 main:574] : INFO : Epoch 955 | loss: 0.0312381 | val_loss: 0.0312371 | Time: 4274.28 ms [2020-12-21 23:23:42 main:574] : INFO : Epoch 956 | loss: 0.0312386 | val_loss: 0.0312384 | Time: 4348.09 ms [2020-12-21 23:23:46 main:574] : INFO : Epoch 957 | loss: 0.0312384 | val_loss: 0.0312374 | Time: 4234.71 ms [2020-12-21 23:23:50 main:574] : INFO : Epoch 958 | loss: 0.0312384 | val_loss: 0.0312373 | Time: 4291.14 ms [2020-12-21 23:23:55 main:574] : INFO : Epoch 959 | loss: 0.0312381 | val_loss: 0.0312382 | Time: 4223.51 ms [2020-12-21 23:23:59 main:574] : INFO : Epoch 960 | loss: 0.0312394 | val_loss: 0.0312388 | Time: 4245.77 ms [2020-12-21 23:24:03 main:574] : INFO : Epoch 961 | loss: 0.0312389 | val_loss: 0.0312381 | Time: 4295.32 ms [2020-12-21 23:24:08 main:574] : INFO : Epoch 962 | loss: 0.0312403 | val_loss: 0.0312384 | Time: 4234.31 ms [2020-12-21 23:24:12 main:574] : INFO : Epoch 963 | loss: 0.031239 | val_loss: 0.0312375 | Time: 4201.37 ms [2020-12-21 23:24:16 main:574] : INFO : Epoch 964 | loss: 0.0312383 | val_loss: 0.0312382 | Time: 4114 ms [2020-12-21 23:24:21 main:574] : INFO : Epoch 965 | loss: 0.0312384 | val_loss: 0.0312389 | Time: 4132.24 ms [2020-12-21 23:24:25 main:574] : INFO : Epoch 966 | loss: 0.0312379 | val_loss: 0.0312373 | Time: 4209.48 ms [2020-12-21 23:24:29 main:574] : INFO : Epoch 967 | loss: 0.0312379 | val_loss: 0.0312388 | Time: 4280.44 ms [2020-12-21 23:24:33 main:574] : INFO : Epoch 968 | loss: 0.0312382 | val_loss: 0.0312381 | Time: 4272.65 ms [2020-12-21 23:24:38 main:574] : INFO : Epoch 969 | loss: 0.031238 | val_loss: 0.0312377 | Time: 4229.36 ms [2020-12-21 23:24:42 main:574] : INFO : Epoch 970 | loss: 0.0312379 | val_loss: 0.0312372 | Time: 4214.83 ms [2020-12-21 23:24:46 main:574] : INFO : Epoch 971 | loss: 0.0312383 | val_loss: 0.0312377 | Time: 4271.66 ms [2020-12-21 23:24:50 main:574] : INFO : Epoch 972 | loss: 0.0312379 | val_loss: 0.0312376 | Time: 4208.5 ms [2020-12-21 23:24:55 main:574] : INFO : Epoch 973 | loss: 0.0312388 | val_loss: 0.0312389 | Time: 4260.7 ms [2020-12-21 23:24:59 main:574] : INFO : Epoch 974 | loss: 0.0312382 | val_loss: 0.0312376 | Time: 4253.69 ms [2020-12-21 23:25:03 main:574] : INFO : Epoch 975 | loss: 0.0312383 | val_loss: 0.0312385 | Time: 4249.98 ms [2020-12-21 23:25:07 main:574] : INFO : Epoch 976 | loss: 0.0312382 | val_loss: 0.0312372 | Time: 4319.06 ms [2020-12-21 23:25:12 main:574] : INFO : Epoch 977 | loss: 0.0312388 | val_loss: 0.0312373 | Time: 4210.7 ms [2020-12-21 23:25:16 main:574] : INFO : Epoch 978 | loss: 0.0312398 | val_loss: 0.0312389 | Time: 4227.65 ms [2020-12-21 23:25:20 main:574] : INFO : Epoch 979 | loss: 0.0312397 | val_loss: 0.0312371 | Time: 4261.39 ms [2020-12-21 23:25:24 main:574] : INFO : Epoch 980 | loss: 0.0312392 | val_loss: 0.031238 | Time: 4269.62 ms [2020-12-21 23:25:29 main:574] : INFO : Epoch 981 | loss: 0.0312385 | val_loss: 0.0312389 | Time: 4266.25 ms [2020-12-21 23:25:33 main:574] : INFO : Epoch 982 | loss: 0.0312382 | val_loss: 0.0312373 | Time: 4269.67 ms [2020-12-21 23:25:37 main:574] : INFO : Epoch 983 | loss: 0.031238 | val_loss: 0.031238 | Time: 4198.1 ms [2020-12-21 23:25:41 main:574] : INFO : Epoch 984 | loss: 0.0312385 | val_loss: 0.0312394 | Time: 4204.45 ms [2020-12-21 23:25:46 main:574] : INFO : Epoch 985 | loss: 0.0312388 | val_loss: 0.0312377 | Time: 4255.08 ms [2020-12-21 23:25:50 main:574] : INFO : Epoch 986 | loss: 0.0312382 | val_loss: 0.0312386 | Time: 4281.31 ms [2020-12-21 23:25:54 main:574] : INFO : Epoch 987 | loss: 0.0312401 | val_loss: 0.0312378 | Time: 4280.94 ms [2020-12-21 23:25:59 main:574] : INFO : Epoch 988 | loss: 0.0312389 | val_loss: 0.0312373 | Time: 4232.76 ms [2020-12-21 23:26:03 main:574] : INFO : Epoch 989 | loss: 0.0312381 | val_loss: 0.031237 | Time: 4304.37 ms [2020-12-21 23:26:07 main:574] : INFO : Epoch 990 | loss: 0.0312378 | val_loss: 0.0312375 | Time: 4293.04 ms [2020-12-21 23:26:12 main:574] : INFO : Epoch 991 | loss: 0.0312383 | val_loss: 0.0312378 | Time: 4313.72 ms [2020-12-21 23:26:16 main:574] : INFO : Epoch 992 | loss: 0.0312394 | val_loss: 0.0312372 | Time: 4259.78 ms [2020-12-21 23:26:20 main:574] : INFO : Epoch 993 | loss: 0.0312382 | val_loss: 0.0312371 | Time: 4239.82 ms [2020-12-21 23:26:24 main:574] : INFO : Epoch 994 | loss: 0.031238 | val_loss: 0.0312372 | Time: 4329.54 ms [2020-12-21 23:26:29 main:574] : INFO : Epoch 995 | loss: 0.0312382 | val_loss: 0.0312372 | Time: 4262.75 ms [2020-12-21 23:26:33 main:574] : INFO : Epoch 996 | loss: 0.0312386 | val_loss: 0.0312372 | Time: 4219.96 ms [2020-12-21 23:26:37 main:574] : INFO : Epoch 997 | loss: 0.031238 | val_loss: 0.0312373 | Time: 4278.23 ms [2020-12-21 23:26:42 main:574] : INFO : Epoch 998 | loss: 0.0312384 | val_loss: 0.0312375 | Time: 4347.06 ms [2020-12-21 23:26:46 main:574] : INFO : Epoch 999 | loss: 0.0312387 | val_loss: 0.0312373 | Time: 4234.95 ms [2020-12-21 23:26:50 main:574] : INFO : Epoch 1000 | loss: 0.0312382 | val_loss: 0.0312376 | Time: 4254.98 ms [2020-12-21 23:26:54 main:574] : INFO : Epoch 1001 | loss: 0.031239 | val_loss: 0.0312399 | Time: 4227.8 ms [2020-12-21 23:26:58 main:574] : INFO : Epoch 1002 | loss: 0.0312393 | val_loss: 0.031238 | Time: 4176.19 ms [2020-12-21 23:27:03 main:574] : INFO : Epoch 1003 | loss: 0.0312388 | val_loss: 0.0312391 | Time: 4259.32 ms [2020-12-21 23:27:07 main:574] : INFO : Epoch 1004 | loss: 0.0312386 | val_loss: 0.0312384 | Time: 4268.98 ms [2020-12-21 23:27:11 main:574] : INFO : Epoch 1005 | loss: 0.0312382 | val_loss: 0.0312373 | Time: 4247.95 ms [2020-12-21 23:27:16 main:574] : INFO : Epoch 1006 | loss: 0.0312387 | val_loss: 0.0312377 | Time: 4236.3 ms [2020-12-21 23:27:20 main:574] : INFO : Epoch 1007 | loss: 0.0312382 | val_loss: 0.0312374 | Time: 4133.31 ms [2020-12-21 23:27:24 main:574] : INFO : Epoch 1008 | loss: 0.0312378 | val_loss: 0.0312383 | Time: 4214.82 ms [2020-12-21 23:27:28 main:574] : INFO : Epoch 1009 | loss: 0.031238 | val_loss: 0.0312372 | Time: 4269.59 ms [2020-12-21 23:27:33 main:574] : INFO : Epoch 1010 | loss: 0.0312381 | val_loss: 0.0312372 | Time: 4182.04 ms [2020-12-21 23:27:37 main:574] : INFO : Epoch 1011 | loss: 0.0312391 | val_loss: 0.0312372 | Time: 4161.13 ms [2020-12-21 23:27:41 main:574] : INFO : Epoch 1012 | loss: 0.0312381 | val_loss: 0.0312379 | Time: 4320.87 ms [2020-12-21 23:27:45 main:574] : INFO : Epoch 1013 | loss: 0.031238 | val_loss: 0.0312372 | Time: 4294.89 ms [2020-12-21 23:27:50 main:574] : INFO : Epoch 1014 | loss: 0.0312379 | val_loss: 0.0312371 | Time: 4205.71 ms [2020-12-21 23:27:54 main:574] : INFO : Epoch 1015 | loss: 0.031238 | val_loss: 0.0312376 | Time: 4241.16 ms [2020-12-21 23:27:58 main:574] : INFO : Epoch 1016 | loss: 0.0312388 | val_loss: 0.0312378 | Time: 4232.69 ms [2020-12-21 23:28:02 main:574] : INFO : Epoch 1017 | loss: 0.0312382 | val_loss: 0.0312371 | Time: 4254.14 ms [2020-12-21 23:28:07 main:574] : INFO : Epoch 1018 | loss: 0.0312382 | val_loss: 0.031238 | Time: 4268.15 ms [2020-12-21 23:28:11 main:574] : INFO : Epoch 1019 | loss: 0.0312386 | val_loss: 0.0312374 | Time: 4279.26 ms [2020-12-21 23:28:15 main:574] : INFO : Epoch 1020 | loss: 0.0312379 | val_loss: 0.0312395 | Time: 4218.46 ms [2020-12-21 23:28:19 main:574] : INFO : Epoch 1021 | loss: 0.0312382 | val_loss: 0.0312373 | Time: 4219.31 ms [2020-12-21 23:28:24 main:574] : INFO : Epoch 1022 | loss: 0.0312389 | val_loss: 0.0312374 | Time: 4210.51 ms [2020-12-21 23:28:28 main:574] : INFO : Epoch 1023 | loss: 0.0312389 | val_loss: 0.0312378 | Time: 4250.21 ms [2020-12-21 23:28:32 main:574] : INFO : Epoch 1024 | loss: 0.0312383 | val_loss: 0.0312373 | Time: 4272.98 ms [2020-12-21 23:28:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312373 [2020-12-21 23:28:32 main:603] : INFO : Saving end state to config to file [2020-12-21 23:28:32 main:608] : INFO : Success, exiting.. 23:28:32 (11756): called boinc_finish(0) </stderr_txt> 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©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)