Task 3183052
| Name | ParityModified-1606530811-9784-3_0 |
| Workunit | 1477311 |
| Created | 5 Dec 2020, 17:10:35 UTC |
| Sent | 6 Dec 2020, 7:43:06 UTC |
| Report deadline | 13 Dec 2020, 7:43:06 UTC |
| Received | 6 Dec 2020, 9:26:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12399 |
| Run time | 51 min 37 sec |
| CPU time | 51 min 34 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,642.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 32.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 09:08:58 main:581] : INFO : Epoch 510 | loss: 0.0311468 | val_loss: 0.0311525 | Time: 3021.45 ms [2020-12-06 09:09:01 main:581] : INFO : Epoch 511 | loss: 0.0311446 | val_loss: 0.0311526 | Time: 3020.99 ms [2020-12-06 09:09:04 main:581] : INFO : Epoch 512 | loss: 0.0311472 | val_loss: 0.0311515 | Time: 3021.25 ms [2020-12-06 09:09:07 main:581] : INFO : Epoch 513 | loss: 0.03115 | val_loss: 0.0311575 | Time: 3021.16 ms [2020-12-06 09:09:10 main:581] : INFO : Epoch 514 | loss: 0.0311487 | val_loss: 0.0311515 | Time: 3021.38 ms [2020-12-06 09:09:13 main:581] : INFO : Epoch 515 | loss: 0.0311475 | val_loss: 0.0311523 | Time: 3021.2 ms [2020-12-06 09:09:16 main:581] : INFO : Epoch 516 | loss: 0.0311474 | val_loss: 0.0311519 | Time: 3019.81 ms [2020-12-06 09:09:20 main:581] : INFO : Epoch 517 | loss: 0.0311467 | val_loss: 0.031154 | Time: 3021.28 ms [2020-12-06 09:09:23 main:581] : INFO : Epoch 518 | loss: 0.0311468 | val_loss: 0.0311512 | Time: 3020.35 ms [2020-12-06 09:09:26 main:581] : INFO : Epoch 519 | loss: 0.0311432 | val_loss: 0.0311503 | Time: 3022.61 ms [2020-12-06 09:09:29 main:581] : INFO : Epoch 520 | loss: 0.0311425 | val_loss: 0.0311514 | Time: 3019.65 ms [2020-12-06 09:09:32 main:581] : INFO : Epoch 521 | loss: 0.031144 | val_loss: 0.0311523 | Time: 3023.23 ms [2020-12-06 09:09:35 main:581] : INFO : Epoch 522 | loss: 0.0311428 | val_loss: 0.0311513 | Time: 3018.07 ms [2020-12-06 09:09:38 main:581] : INFO : Epoch 523 | loss: 0.0311422 | val_loss: 0.0311506 | Time: 3020.71 ms [2020-12-06 09:09:41 main:581] : INFO : Epoch 524 | loss: 0.0311438 | val_loss: 0.0311507 | Time: 3021.88 ms [2020-12-06 09:09:44 main:581] : INFO : Epoch 525 | loss: 0.031144 | val_loss: 0.0311499 | Time: 3020.96 ms [2020-12-06 09:09:47 main:581] : INFO : Epoch 526 | loss: 0.0311425 | val_loss: 0.0311501 | Time: 3021.17 ms [2020-12-06 09:09:50 main:581] : INFO : Epoch 527 | loss: 0.0311426 | val_loss: 0.0311485 | Time: 3021.04 ms [2020-12-06 09:09:53 main:581] : INFO : Epoch 528 | loss: 0.0311451 | val_loss: 0.0311475 | Time: 3021.8 ms [2020-12-06 09:09:56 main:581] : INFO : Epoch 529 | loss: 0.0311427 | val_loss: 0.0311506 | Time: 3021.72 ms [2020-12-06 09:09:59 main:581] : INFO : Epoch 530 | loss: 0.0311434 | val_loss: 0.0311506 | Time: 3021.21 ms [2020-12-06 09:10:02 main:581] : INFO : Epoch 531 | loss: 0.0311426 | val_loss: 0.0311515 | Time: 3022.71 ms [2020-12-06 09:10:05 main:581] : INFO : Epoch 532 | loss: 0.0311412 | val_loss: 0.031149 | Time: 3019.77 ms [2020-12-06 09:10:08 main:581] : INFO : Epoch 533 | loss: 0.0311408 | val_loss: 0.0311573 | Time: 3022.54 ms [2020-12-06 09:10:11 main:581] : INFO : Epoch 534 | loss: 0.031147 | val_loss: 0.031155 | Time: 3021.46 ms [2020-12-06 09:10:14 main:581] : INFO : Epoch 535 | loss: 0.0311427 | val_loss: 0.0311518 | Time: 3019.76 ms [2020-12-06 09:10:17 main:581] : INFO : Epoch 536 | loss: 0.0311413 | val_loss: 0.0311509 | Time: 3019.87 ms [2020-12-06 09:10:20 main:581] : INFO : Epoch 537 | loss: 0.03114 | val_loss: 0.0311483 | Time: 3021.63 ms [2020-12-06 09:10:23 main:581] : INFO : Epoch 538 | loss: 0.0311404 | val_loss: 0.0311464 | Time: 3020.74 ms [2020-12-06 09:10:26 main:581] : INFO : Epoch 539 | loss: 0.0311401 | val_loss: 0.0311484 | Time: 3020.67 ms [2020-12-06 09:10:29 main:581] : INFO : Epoch 540 | loss: 0.0311402 | val_loss: 0.0311494 | Time: 3020.84 ms [2020-12-06 09:10:32 main:581] : INFO : Epoch 541 | loss: 0.0311421 | val_loss: 0.0311476 | Time: 3022.6 ms [2020-12-06 09:10:35 main:581] : INFO : Epoch 542 | loss: 0.0311431 | val_loss: 0.0311542 | Time: 3023.89 ms [2020-12-06 09:10:38 main:581] : INFO : Epoch 543 | loss: 0.0311432 | val_loss: 0.0311473 | Time: 3021.21 ms [2020-12-06 09:10:41 main:581] : INFO : Epoch 544 | loss: 0.031142 | val_loss: 0.0311495 | Time: 3020.46 ms [2020-12-06 09:10:44 main:581] : INFO : Epoch 545 | loss: 0.0311416 | val_loss: 0.0311524 | Time: 3021.31 ms [2020-12-06 09:10:47 main:581] : INFO : Epoch 546 | loss: 0.0311464 | val_loss: 0.0311572 | Time: 3020.18 ms [2020-12-06 09:10:50 main:581] : INFO : Epoch 547 | loss: 0.0311516 | val_loss: 0.0311485 | Time: 3022.08 ms [2020-12-06 09:10:53 main:581] : INFO : Epoch 548 | loss: 0.0311491 | val_loss: 0.0311532 | Time: 3021.68 ms [2020-12-06 09:10:56 main:581] : INFO : Epoch 549 | loss: 0.0311451 | val_loss: 0.0311519 | Time: 3020.97 ms [2020-12-06 09:10:59 main:581] : INFO : Epoch 550 | loss: 0.0311429 | val_loss: 0.031151 | Time: 3020.2 ms [2020-12-06 09:11:02 main:581] : INFO : Epoch 551 | loss: 0.0311419 | val_loss: 0.0311514 | Time: 3021.78 ms [2020-12-06 09:11:05 main:581] : INFO : Epoch 552 | loss: 0.0311391 | val_loss: 0.0311504 | Time: 3021.08 ms [2020-12-06 09:11:08 main:581] : INFO : Epoch 553 | loss: 0.0311411 | val_loss: 0.0311541 | Time: 3020.91 ms [2020-12-06 09:11:11 main:581] : INFO : Epoch 554 | loss: 0.0311436 | val_loss: 0.0311634 | Time: 3020.85 ms [2020-12-06 09:11:14 main:581] : INFO : Epoch 555 | loss: 0.0311436 | val_loss: 0.031157 | Time: 3021.25 ms [2020-12-06 09:11:17 main:581] : INFO : Epoch 556 | loss: 0.0311399 | val_loss: 0.0311523 | Time: 3020.36 ms [2020-12-06 09:11:20 main:581] : INFO : Epoch 557 | loss: 0.0311393 | val_loss: 0.0311526 | Time: 3021.1 ms [2020-12-06 09:11:23 main:581] : INFO : Epoch 558 | loss: 0.031139 | val_loss: 0.0311524 | Time: 3020.14 ms [2020-12-06 09:11:26 main:581] : INFO : Epoch 559 | loss: 0.0311389 | val_loss: 0.031156 | Time: 3020.81 ms [2020-12-06 09:11:29 main:581] : INFO : Epoch 560 | loss: 0.0311392 | val_loss: 0.0311541 | Time: 3019.23 ms [2020-12-06 09:11:32 main:581] : INFO : Epoch 561 | loss: 0.031146 | val_loss: 0.0311549 | Time: 3021 ms [2020-12-06 09:11:35 main:581] : INFO : Epoch 562 | loss: 0.031139 | val_loss: 0.0311532 | Time: 3022.22 ms [2020-12-06 09:11:38 main:581] : INFO : Epoch 563 | loss: 0.0311391 | val_loss: 0.0311522 | Time: 3021.9 ms [2020-12-06 09:11:42 main:581] : INFO : Epoch 564 | loss: 0.0311417 | val_loss: 0.031152 | Time: 3022 ms [2020-12-06 09:11:45 main:581] : INFO : Epoch 565 | loss: 0.0311386 | val_loss: 0.031153 | Time: 3021.45 ms [2020-12-06 09:11:48 main:581] : INFO : Epoch 566 | loss: 0.0311407 | val_loss: 0.0311493 | Time: 3023.92 ms [2020-12-06 09:11:51 main:581] : INFO : Epoch 567 | loss: 0.0311381 | val_loss: 0.0311551 | Time: 3021.96 ms [2020-12-06 09:11:54 main:581] : INFO : Epoch 568 | loss: 0.0311384 | val_loss: 0.0311494 | Time: 3019.74 ms [2020-12-06 09:11:57 main:581] : INFO : Epoch 569 | loss: 0.0311365 | val_loss: 0.0311494 | Time: 3021.02 ms [2020-12-06 09:12:00 main:581] : INFO : Epoch 570 | loss: 0.0311358 | val_loss: 0.0311521 | Time: 3020.72 ms [2020-12-06 09:12:03 main:581] : INFO : Epoch 571 | loss: 0.0311365 | val_loss: 0.0311518 | Time: 3021.66 ms [2020-12-06 09:12:06 main:581] : INFO : Epoch 572 | loss: 0.0311352 | val_loss: 0.0311482 | Time: 3020.34 ms [2020-12-06 09:12:09 main:581] : INFO : Epoch 573 | loss: 0.0311361 | val_loss: 0.031152 | Time: 3021.1 ms [2020-12-06 09:12:12 main:581] : INFO : Epoch 574 | loss: 0.0311426 | val_loss: 0.0311506 | Time: 3021.53 ms [2020-12-06 09:12:15 main:581] : INFO : Epoch 575 | loss: 0.0311375 | val_loss: 0.0311604 | Time: 3020.38 ms [2020-12-06 09:12:18 main:581] : INFO : Epoch 576 | loss: 0.0311399 | val_loss: 0.0311551 | Time: 3021.04 ms [2020-12-06 09:12:21 main:581] : INFO : Epoch 577 | loss: 0.031136 | val_loss: 0.0311547 | Time: 3019.9 ms [2020-12-06 09:12:24 main:581] : INFO : Epoch 578 | loss: 0.0311373 | val_loss: 0.031152 | Time: 3021.42 ms [2020-12-06 09:12:27 main:581] : INFO : Epoch 579 | loss: 0.0311377 | val_loss: 0.0311533 | Time: 3020.87 ms [2020-12-06 09:12:30 main:581] : INFO : Epoch 580 | loss: 0.0311377 | val_loss: 0.0311508 | Time: 3020.83 ms [2020-12-06 09:12:33 main:581] : INFO : Epoch 581 | loss: 0.0311408 | val_loss: 0.0311629 | Time: 3020.22 ms [2020-12-06 09:12:36 main:581] : INFO : Epoch 582 | loss: 0.0311413 | val_loss: 0.0311538 | Time: 3021.91 ms [2020-12-06 09:12:39 main:581] : INFO : Epoch 583 | loss: 0.0311378 | val_loss: 0.0311532 | Time: 3021.56 ms [2020-12-06 09:12:42 main:581] : INFO : Epoch 584 | loss: 0.031139 | val_loss: 0.0311575 | Time: 3021.53 ms [2020-12-06 09:12:45 main:581] : INFO : Epoch 585 | loss: 0.0311437 | val_loss: 0.0311552 | Time: 3020.06 ms [2020-12-06 09:12:48 main:581] : INFO : Epoch 586 | loss: 0.031145 | val_loss: 0.0311536 | Time: 3019.36 ms [2020-12-06 09:12:51 main:581] : INFO : Epoch 587 | loss: 0.031147 | val_loss: 0.0311599 | Time: 3020.63 ms [2020-12-06 09:12:54 main:581] : INFO : Epoch 588 | loss: 0.031142 | val_loss: 0.031152 | Time: 3021.17 ms [2020-12-06 09:12:57 main:581] : INFO : Epoch 589 | loss: 0.0311411 | val_loss: 0.0311528 | Time: 3020.96 ms [2020-12-06 09:13:00 main:581] : INFO : Epoch 590 | loss: 0.0311408 | val_loss: 0.0311526 | Time: 3021.68 ms [2020-12-06 09:13:03 main:581] : INFO : Epoch 591 | loss: 0.0311407 | val_loss: 0.0311568 | Time: 3020.28 ms [2020-12-06 09:13:06 main:581] : INFO : Epoch 592 | loss: 0.0311392 | val_loss: 0.0311544 | Time: 3020.41 ms [2020-12-06 09:13:09 main:581] : INFO : Epoch 593 | loss: 0.0311408 | val_loss: 0.0311699 | Time: 3021.78 ms [2020-12-06 09:13:12 main:581] : INFO : Epoch 594 | loss: 0.031143 | val_loss: 0.0311527 | Time: 3021.59 ms [2020-12-06 09:13:15 main:581] : INFO : Epoch 595 | loss: 0.0311393 | val_loss: 0.0311553 | Time: 3020.92 ms [2020-12-06 09:13:18 main:581] : INFO : Epoch 596 | loss: 0.0311369 | val_loss: 0.0311519 | Time: 3021.38 ms [2020-12-06 09:13:21 main:581] : INFO : Epoch 597 | loss: 0.0311354 | val_loss: 0.0311492 | Time: 3021.38 ms [2020-12-06 09:13:24 main:581] : INFO : Epoch 598 | loss: 0.0311351 | val_loss: 0.0311561 | Time: 3022.86 ms [2020-12-06 09:13:27 main:581] : INFO : Epoch 599 | loss: 0.0311379 | val_loss: 0.0311582 | Time: 3019.74 ms [2020-12-06 09:13:30 main:581] : INFO : Epoch 600 | loss: 0.0311408 | val_loss: 0.0311569 | Time: 3020.38 ms [2020-12-06 09:13:33 main:581] : INFO : Epoch 601 | loss: 0.031138 | val_loss: 0.0311537 | Time: 3020.29 ms [2020-12-06 09:13:36 main:581] : INFO : Epoch 602 | loss: 0.0311381 | val_loss: 0.0311559 | Time: 3021.06 ms [2020-12-06 09:13:39 main:581] : INFO : Epoch 603 | loss: 0.031139 | val_loss: 0.0311578 | Time: 3021.59 ms [2020-12-06 09:13:42 main:581] : INFO : Epoch 604 | loss: 0.031144 | val_loss: 0.0311565 | Time: 3020.97 ms [2020-12-06 09:13:45 main:581] : INFO : Epoch 605 | loss: 0.0311419 | val_loss: 0.0311525 | Time: 3022.24 ms [2020-12-06 09:13:48 main:581] : INFO : Epoch 606 | loss: 0.0311366 | val_loss: 0.0311528 | Time: 3020.11 ms [2020-12-06 09:13:51 main:581] : INFO : Epoch 607 | loss: 0.0311357 | val_loss: 0.0311523 | Time: 3021.37 ms [2020-12-06 09:13:54 main:581] : INFO : Epoch 608 | loss: 0.0311376 | val_loss: 0.0311509 | Time: 3020.99 ms [2020-12-06 09:13:57 main:581] : INFO : Epoch 609 | loss: 0.0311361 | val_loss: 0.0311548 | Time: 3020.86 ms [2020-12-06 09:14:00 main:581] : INFO : Epoch 610 | loss: 0.0311364 | val_loss: 0.0311579 | Time: 3022.04 ms [2020-12-06 09:14:04 main:581] : INFO : Epoch 611 | loss: 0.0311374 | val_loss: 0.0311564 | Time: 3019.95 ms [2020-12-06 09:14:07 main:581] : INFO : Epoch 612 | loss: 0.0311413 | val_loss: 0.0311564 | Time: 3021.27 ms [2020-12-06 09:14:10 main:581] : INFO : Epoch 613 | loss: 0.0311368 | val_loss: 0.0311562 | Time: 3021.66 ms [2020-12-06 09:14:13 main:581] : INFO : Epoch 614 | loss: 0.0311359 | val_loss: 0.0311512 | Time: 3022.17 ms [2020-12-06 09:14:16 main:581] : INFO : Epoch 615 | loss: 0.0311338 | val_loss: 0.0311555 | Time: 3020.64 ms [2020-12-06 09:14:19 main:581] : INFO : Epoch 616 | loss: 0.031134 | val_loss: 0.031156 | Time: 3021.53 ms [2020-12-06 09:14:22 main:581] : INFO : Epoch 617 | loss: 0.0311362 | val_loss: 0.031157 | Time: 3022.45 ms [2020-12-06 09:14:25 main:581] : INFO : Epoch 618 | loss: 0.0311366 | val_loss: 0.0311578 | Time: 3019.71 ms [2020-12-06 09:14:28 main:581] : INFO : Epoch 619 | loss: 0.0311349 | val_loss: 0.0311568 | Time: 3020 ms [2020-12-06 09:14:31 main:581] : INFO : Epoch 620 | loss: 0.0311348 | val_loss: 0.0311559 | Time: 3020.98 ms [2020-12-06 09:14:34 main:581] : INFO : Epoch 621 | loss: 0.031133 | val_loss: 0.0311594 | Time: 3020.4 ms [2020-12-06 09:14:37 main:581] : INFO : Epoch 622 | loss: 0.0311365 | val_loss: 0.0311517 | Time: 3021.06 ms [2020-12-06 09:14:40 main:581] : INFO : Epoch 623 | loss: 0.0311341 | val_loss: 0.0311519 | Time: 3020.41 ms [2020-12-06 09:14:43 main:581] : INFO : Epoch 624 | loss: 0.0311368 | val_loss: 0.0311721 | Time: 3021.73 ms [2020-12-06 09:14:46 main:581] : INFO : Epoch 625 | loss: 0.0311421 | val_loss: 0.0311611 | Time: 3021.45 ms [2020-12-06 09:14:49 main:581] : INFO : Epoch 626 | loss: 0.0311419 | val_loss: 0.0311562 | Time: 3022.43 ms [2020-12-06 09:14:52 main:581] : INFO : Epoch 627 | loss: 0.0311394 | val_loss: 0.0311521 | Time: 3020.51 ms [2020-12-06 09:14:55 main:581] : INFO : Epoch 628 | loss: 0.0311374 | val_loss: 0.0311542 | Time: 3021.94 ms [2020-12-06 09:14:58 main:581] : INFO : Epoch 629 | loss: 0.0311375 | val_loss: 0.0311532 | Time: 3019.92 ms [2020-12-06 09:15:01 main:581] : INFO : Epoch 630 | loss: 0.0311358 | val_loss: 0.0311545 | Time: 3019.38 ms [2020-12-06 09:15:04 main:581] : INFO : Epoch 631 | loss: 0.0311363 | val_loss: 0.0311519 | Time: 3020.78 ms [2020-12-06 09:15:07 main:581] : INFO : Epoch 632 | loss: 0.0311381 | val_loss: 0.0311595 | Time: 3021.66 ms [2020-12-06 09:15:10 main:581] : INFO : Epoch 633 | loss: 0.0311402 | val_loss: 0.0311521 | Time: 3022.84 ms [2020-12-06 09:15:13 main:581] : INFO : Epoch 634 | loss: 0.0311351 | val_loss: 0.0311513 | Time: 3019.79 ms [2020-12-06 09:15:16 main:581] : INFO : Epoch 635 | loss: 0.031138 | val_loss: 0.0311529 | Time: 3020.79 ms [2020-12-06 09:15:19 main:581] : INFO : Epoch 636 | loss: 0.0311411 | val_loss: 0.0311545 | Time: 3021.79 ms [2020-12-06 09:15:22 main:581] : INFO : Epoch 637 | loss: 0.0311428 | val_loss: 0.0311539 | Time: 3020.13 ms [2020-12-06 09:15:25 main:581] : INFO : Epoch 638 | loss: 0.0311389 | val_loss: 0.0311506 | Time: 3022.3 ms [2020-12-06 09:15:28 main:581] : INFO : Epoch 639 | loss: 0.0311404 | val_loss: 0.031166 | Time: 3022.8 ms [2020-12-06 09:15:31 main:581] : INFO : Epoch 640 | loss: 0.0311385 | val_loss: 0.0311543 | Time: 3019.15 ms [2020-12-06 09:15:34 main:581] : INFO : Epoch 641 | loss: 0.0311341 | val_loss: 0.0311524 | Time: 3021.53 ms [2020-12-06 09:15:37 main:581] : INFO : Epoch 642 | loss: 0.0311344 | val_loss: 0.0311521 | Time: 3020.76 ms [2020-12-06 09:15:40 main:581] : INFO : Epoch 643 | loss: 0.0311318 | val_loss: 0.0311529 | Time: 3021.22 ms [2020-12-06 09:15:43 main:581] : INFO : Epoch 644 | loss: 0.0311353 | val_loss: 0.0311569 | Time: 3020.3 ms [2020-12-06 09:15:46 main:581] : INFO : Epoch 645 | loss: 0.0311373 | val_loss: 0.0311557 | Time: 3020.54 ms [2020-12-06 09:15:49 main:581] : INFO : Epoch 646 | loss: 0.0311352 | val_loss: 0.0311501 | Time: 3022.56 ms [2020-12-06 09:15:52 main:581] : INFO : Epoch 647 | loss: 0.0311352 | val_loss: 0.0311521 | Time: 3022.7 ms [2020-12-06 09:15:55 main:581] : INFO : Epoch 648 | loss: 0.031136 | val_loss: 0.0311518 | Time: 3020.69 ms [2020-12-06 09:15:58 main:581] : INFO : Epoch 649 | loss: 0.0311355 | val_loss: 0.0311527 | Time: 3021.61 ms [2020-12-06 09:16:01 main:581] : INFO : Epoch 650 | loss: 0.0311342 | val_loss: 0.0311506 | Time: 3021.49 ms [2020-12-06 09:16:04 main:581] : INFO : Epoch 651 | loss: 0.0311353 | val_loss: 0.0311498 | Time: 3020.93 ms [2020-12-06 09:16:07 main:581] : INFO : Epoch 652 | loss: 0.0311361 | val_loss: 0.031157 | Time: 3019.75 ms [2020-12-06 09:16:10 main:581] : INFO : Epoch 653 | loss: 0.0311368 | val_loss: 0.0311551 | Time: 3020.62 ms [2020-12-06 09:16:13 main:581] : INFO : Epoch 654 | loss: 0.0311333 | val_loss: 0.0311494 | Time: 3021.41 ms [2020-12-06 09:16:16 main:581] : INFO : Epoch 655 | loss: 0.0311322 | val_loss: 0.0311472 | Time: 3020.26 ms [2020-12-06 09:16:19 main:581] : INFO : Epoch 656 | loss: 0.0311347 | val_loss: 0.0311605 | Time: 3020.53 ms [2020-12-06 09:16:22 main:581] : INFO : Epoch 657 | loss: 0.0311361 | val_loss: 0.0311542 | Time: 3021.75 ms [2020-12-06 09:16:26 main:581] : INFO : Epoch 658 | loss: 0.0311342 | val_loss: 0.0311527 | Time: 3020.79 ms [2020-12-06 09:16:29 main:581] : INFO : Epoch 659 | loss: 0.0311353 | val_loss: 0.0311508 | Time: 3020.07 ms [2020-12-06 09:16:32 main:581] : INFO : Epoch 660 | loss: 0.0311338 | val_loss: 0.0311515 | Time: 3020.95 ms [2020-12-06 09:16:35 main:581] : INFO : Epoch 661 | loss: 0.0311357 | val_loss: 0.0311527 | Time: 3020.79 ms [2020-12-06 09:16:38 main:581] : INFO : Epoch 662 | loss: 0.031137 | val_loss: 0.0311505 | Time: 3020.77 ms [2020-12-06 09:16:41 main:581] : INFO : Epoch 663 | loss: 0.031138 | val_loss: 0.0311544 | Time: 3019.98 ms [2020-12-06 09:16:44 main:581] : INFO : Epoch 664 | loss: 0.0311393 | val_loss: 0.0311513 | Time: 3020.41 ms [2020-12-06 09:16:47 main:581] : INFO : Epoch 665 | loss: 0.0311368 | val_loss: 0.0311564 | Time: 3021.11 ms [2020-12-06 09:16:50 main:581] : INFO : Epoch 666 | loss: 0.0311344 | val_loss: 0.0311484 | Time: 3019.99 ms [2020-12-06 09:16:53 main:581] : INFO : Epoch 667 | loss: 0.0311334 | val_loss: 0.0311491 | Time: 3020.72 ms [2020-12-06 09:16:56 main:581] : INFO : Epoch 668 | loss: 0.0311372 | val_loss: 0.0311578 | Time: 3021.4 ms [2020-12-06 09:16:59 main:581] : INFO : Epoch 669 | loss: 0.0311373 | val_loss: 0.0311493 | Time: 3020.25 ms [2020-12-06 09:17:02 main:581] : INFO : Epoch 670 | loss: 0.0311347 | val_loss: 0.0311515 | Time: 3020.8 ms [2020-12-06 09:17:05 main:581] : INFO : Epoch 671 | loss: 0.031134 | val_loss: 0.0311479 | Time: 3021.76 ms [2020-12-06 09:17:08 main:581] : INFO : Epoch 672 | loss: 0.0311354 | val_loss: 0.0311572 | Time: 3020.89 ms [2020-12-06 09:17:11 main:581] : INFO : Epoch 673 | loss: 0.0311363 | val_loss: 0.0311521 | Time: 3021.12 ms [2020-12-06 09:17:14 main:581] : INFO : Epoch 674 | loss: 0.0311366 | val_loss: 0.0311487 | Time: 3022.04 ms [2020-12-06 09:17:17 main:581] : INFO : Epoch 675 | loss: 0.0311388 | val_loss: 0.0311628 | Time: 3021.22 ms [2020-12-06 09:17:20 main:581] : INFO : Epoch 676 | loss: 0.0311493 | val_loss: 0.0311544 | Time: 3021.55 ms [2020-12-06 09:17:23 main:581] : INFO : Epoch 677 | loss: 0.0311459 | val_loss: 0.0311573 | Time: 3020.27 ms [2020-12-06 09:17:26 main:581] : INFO : Epoch 678 | loss: 0.031145 | val_loss: 0.0311505 | Time: 3021.22 ms [2020-12-06 09:17:29 main:581] : INFO : Epoch 679 | loss: 0.031148 | val_loss: 0.0311519 | Time: 3021.9 ms [2020-12-06 09:17:32 main:581] : INFO : Epoch 680 | loss: 0.0311411 | val_loss: 0.0311477 | Time: 3020.3 ms [2020-12-06 09:17:35 main:581] : INFO : Epoch 681 | loss: 0.0311393 | val_loss: 0.0311564 | Time: 3020.89 ms [2020-12-06 09:17:38 main:581] : INFO : Epoch 682 | loss: 0.0311397 | val_loss: 0.0311505 | Time: 3022.15 ms [2020-12-06 09:17:41 main:581] : INFO : Epoch 683 | loss: 0.0311366 | val_loss: 0.0311496 | Time: 3021.44 ms [2020-12-06 09:17:44 main:581] : INFO : Epoch 684 | loss: 0.0311363 | val_loss: 0.0311593 | Time: 3021.78 ms [2020-12-06 09:17:47 main:581] : INFO : Epoch 685 | loss: 0.031156 | val_loss: 0.0311642 | Time: 3020.66 ms [2020-12-06 09:17:50 main:581] : INFO : Epoch 686 | loss: 0.031148 | val_loss: 0.0311575 | Time: 3020.31 ms [2020-12-06 09:17:53 main:581] : INFO : Epoch 687 | loss: 0.0311494 | val_loss: 0.0311723 | Time: 3021.53 ms [2020-12-06 09:17:56 main:581] : INFO : Epoch 688 | loss: 0.0311487 | val_loss: 0.0311591 | Time: 3023.13 ms [2020-12-06 09:17:59 main:581] : INFO : Epoch 689 | loss: 0.0311464 | val_loss: 0.0311537 | Time: 3021.3 ms [2020-12-06 09:18:02 main:581] : INFO : Epoch 690 | loss: 0.0311448 | val_loss: 0.0311604 | Time: 3019.68 ms [2020-12-06 09:18:05 main:581] : INFO : Epoch 691 | loss: 0.031143 | val_loss: 0.0311555 | Time: 3021.36 ms [2020-12-06 09:18:08 main:581] : INFO : Epoch 692 | loss: 0.0311408 | val_loss: 0.0311526 | Time: 3020.1 ms [2020-12-06 09:18:11 main:581] : INFO : Epoch 693 | loss: 0.0311375 | val_loss: 0.0311491 | Time: 3019.84 ms [2020-12-06 09:18:14 main:581] : INFO : Epoch 694 | loss: 0.0311349 | val_loss: 0.0311529 | Time: 3021.03 ms [2020-12-06 09:18:17 main:581] : INFO : Epoch 695 | loss: 0.0311359 | val_loss: 0.0311527 | Time: 3020.31 ms [2020-12-06 09:18:20 main:581] : INFO : Epoch 696 | loss: 0.0311375 | val_loss: 0.0311539 | Time: 3020.95 ms [2020-12-06 09:18:23 main:581] : INFO : Epoch 697 | loss: 0.0311361 | val_loss: 0.0311479 | Time: 3020.57 ms [2020-12-06 09:18:26 main:581] : INFO : Epoch 698 | loss: 0.0311434 | val_loss: 0.0311572 | Time: 3021.88 ms [2020-12-06 09:18:29 main:581] : INFO : Epoch 699 | loss: 0.0311387 | val_loss: 0.0311504 | Time: 3020.89 ms [2020-12-06 09:18:32 main:581] : INFO : Epoch 700 | loss: 0.0311384 | val_loss: 0.0311539 | Time: 3019.51 ms [2020-12-06 09:18:35 main:581] : INFO : Epoch 701 | loss: 0.031135 | val_loss: 0.0311524 | Time: 3021.15 ms [2020-12-06 09:18:38 main:581] : INFO : Epoch 702 | loss: 0.0311341 | val_loss: 0.0311495 | Time: 3020.61 ms [2020-12-06 09:18:41 main:581] : INFO : Epoch 703 | loss: 0.0311318 | val_loss: 0.0311505 | Time: 3021.6 ms [2020-12-06 09:18:44 main:581] : INFO : Epoch 704 | loss: 0.0311362 | val_loss: 0.0311532 | Time: 3020.8 ms [2020-12-06 09:18:48 main:581] : INFO : Epoch 705 | loss: 0.0311408 | val_loss: 0.031153 | Time: 3020.37 ms [2020-12-06 09:18:51 main:581] : INFO : Epoch 706 | loss: 0.0311373 | val_loss: 0.0311522 | Time: 3021.83 ms [2020-12-06 09:18:54 main:581] : INFO : Epoch 707 | loss: 0.0311359 | val_loss: 0.0311513 | Time: 3021.75 ms [2020-12-06 09:18:57 main:581] : INFO : Epoch 708 | loss: 0.0311306 | val_loss: 0.0311494 | Time: 3021.12 ms [2020-12-06 09:19:00 main:581] : INFO : Epoch 709 | loss: 0.0311331 | val_loss: 0.0311529 | Time: 3021.37 ms [2020-12-06 09:19:03 main:581] : INFO : Epoch 710 | loss: 0.0311312 | val_loss: 0.0311518 | Time: 3022.44 ms [2020-12-06 09:19:06 main:581] : INFO : Epoch 711 | loss: 0.0311313 | val_loss: 0.0311529 | Time: 3019.56 ms [2020-12-06 09:19:09 main:581] : INFO : Epoch 712 | loss: 0.0311339 | val_loss: 0.031155 | Time: 3021.17 ms [2020-12-06 09:19:12 main:581] : INFO : Epoch 713 | loss: 0.0311348 | val_loss: 0.0311561 | Time: 3021.24 ms [2020-12-06 09:19:15 main:581] : INFO : Epoch 714 | loss: 0.0311395 | val_loss: 0.0311558 | Time: 3020.16 ms [2020-12-06 09:19:18 main:581] : INFO : Epoch 715 | loss: 0.0311402 | val_loss: 0.0311533 | Time: 3022.21 ms [2020-12-06 09:19:21 main:581] : INFO : Epoch 716 | loss: 0.0311385 | val_loss: 0.0311505 | Time: 3022.52 ms [2020-12-06 09:19:24 main:581] : INFO : Epoch 717 | loss: 0.0311387 | val_loss: 0.0311474 | Time: 3022.32 ms [2020-12-06 09:19:27 main:581] : INFO : Epoch 718 | loss: 0.0311366 | val_loss: 0.0311527 | Time: 3020.3 ms [2020-12-06 09:19:30 main:581] : INFO : Epoch 719 | loss: 0.0311407 | val_loss: 0.0311552 | Time: 3020.89 ms [2020-12-06 09:19:33 main:581] : INFO : Epoch 720 | loss: 0.0311361 | val_loss: 0.0311564 | Time: 3021.34 ms [2020-12-06 09:19:36 main:581] : INFO : Epoch 721 | loss: 0.031135 | val_loss: 0.0311508 | Time: 3019.25 ms [2020-12-06 09:19:39 main:581] : INFO : Epoch 722 | loss: 0.0311381 | val_loss: 0.0311613 | Time: 3020.69 ms [2020-12-06 09:19:42 main:581] : INFO : Epoch 723 | loss: 0.0311388 | val_loss: 0.0311507 | Time: 3021.73 ms [2020-12-06 09:19:45 main:581] : INFO : Epoch 724 | loss: 0.0311333 | val_loss: 0.0311504 | Time: 3021.7 ms [2020-12-06 09:19:48 main:581] : INFO : Epoch 725 | loss: 0.0311363 | val_loss: 0.0311472 | Time: 3021.54 ms [2020-12-06 09:19:51 main:581] : INFO : Epoch 726 | loss: 0.0311404 | val_loss: 0.0311544 | Time: 3020.65 ms [2020-12-06 09:19:54 main:581] : INFO : Epoch 727 | loss: 0.0311409 | val_loss: 0.0311553 | Time: 3020.51 ms [2020-12-06 09:19:57 main:581] : INFO : Epoch 728 | loss: 0.0311354 | val_loss: 0.0311552 | Time: 3021.37 ms [2020-12-06 09:20:00 main:581] : INFO : Epoch 729 | loss: 0.0311347 | val_loss: 0.0311508 | Time: 3019.64 ms [2020-12-06 09:20:03 main:581] : INFO : Epoch 730 | loss: 0.0311317 | val_loss: 0.0311507 | Time: 3020.21 ms [2020-12-06 09:20:06 main:581] : INFO : Epoch 731 | loss: 0.0311324 | val_loss: 0.0311596 | Time: 3018.88 ms [2020-12-06 09:20:09 main:581] : INFO : Epoch 732 | loss: 0.0311321 | val_loss: 0.0311563 | Time: 3021.15 ms [2020-12-06 09:20:12 main:581] : INFO : Epoch 733 | loss: 0.031132 | val_loss: 0.0311529 | Time: 3020.9 ms [2020-12-06 09:20:15 main:581] : INFO : Epoch 734 | loss: 0.0311312 | val_loss: 0.0311514 | Time: 3021.74 ms [2020-12-06 09:20:18 main:581] : INFO : Epoch 735 | loss: 0.031131 | val_loss: 0.0311599 | Time: 3021.65 ms [2020-12-06 09:20:21 main:581] : INFO : Epoch 736 | loss: 0.0311319 | val_loss: 0.031154 | Time: 3021.16 ms [2020-12-06 09:20:24 main:581] : INFO : Epoch 737 | loss: 0.031132 | val_loss: 0.0311502 | Time: 3022.52 ms [2020-12-06 09:20:27 main:581] : INFO : Epoch 738 | loss: 0.0311319 | val_loss: 0.0311555 | Time: 3020.98 ms [2020-12-06 09:20:30 main:581] : INFO : Epoch 739 | loss: 0.0311324 | val_loss: 0.0311608 | Time: 3021.5 ms [2020-12-06 09:20:33 main:581] : INFO : Epoch 740 | loss: 0.031134 | val_loss: 0.0311583 | Time: 3020.33 ms [2020-12-06 09:20:36 main:581] : INFO : Epoch 741 | loss: 0.0311397 | val_loss: 0.0311697 | Time: 3022.73 ms [2020-12-06 09:20:39 main:581] : INFO : Epoch 742 | loss: 0.0311402 | val_loss: 0.0311531 | Time: 3021.14 ms [2020-12-06 09:20:42 main:581] : INFO : Epoch 743 | loss: 0.0311381 | val_loss: 0.0311587 | Time: 3021.27 ms [2020-12-06 09:20:45 main:581] : INFO : Epoch 744 | loss: 0.0311332 | val_loss: 0.0311525 | Time: 3020.47 ms [2020-12-06 09:20:48 main:581] : INFO : Epoch 745 | loss: 0.0311313 | val_loss: 0.0311578 | Time: 3021.26 ms [2020-12-06 09:20:51 main:581] : INFO : Epoch 746 | loss: 0.0311375 | val_loss: 0.0311526 | Time: 3020.85 ms [2020-12-06 09:20:54 main:581] : INFO : Epoch 747 | loss: 0.0311316 | val_loss: 0.031156 | Time: 3020.08 ms [2020-12-06 09:20:57 main:581] : INFO : Epoch 748 | loss: 0.0311297 | val_loss: 0.0311542 | Time: 3019.86 ms [2020-12-06 09:21:00 main:581] : INFO : Epoch 749 | loss: 0.0311319 | val_loss: 0.0311508 | Time: 3019.5 ms [2020-12-06 09:21:03 main:581] : INFO : Epoch 750 | loss: 0.0311295 | val_loss: 0.0311543 | Time: 3021.33 ms [2020-12-06 09:21:06 main:581] : INFO : Epoch 751 | loss: 0.0311309 | val_loss: 0.0311612 | Time: 3021.44 ms [2020-12-06 09:21:10 main:581] : INFO : Epoch 752 | loss: 0.0311377 | val_loss: 0.0311592 | Time: 3022.61 ms [2020-12-06 09:21:13 main:581] : INFO : Epoch 753 | loss: 0.0311394 | val_loss: 0.0311492 | Time: 3021.8 ms [2020-12-06 09:21:16 main:581] : INFO : Epoch 754 | loss: 0.0311328 | val_loss: 0.0311519 | Time: 3019.06 ms [2020-12-06 09:21:19 main:581] : INFO : Epoch 755 | loss: 0.0311343 | val_loss: 0.0311546 | Time: 3021.11 ms [2020-12-06 09:21:22 main:581] : INFO : Epoch 756 | loss: 0.0311343 | val_loss: 0.0311554 | Time: 3020.82 ms [2020-12-06 09:21:25 main:581] : INFO : Epoch 757 | loss: 0.0311339 | val_loss: 0.0311605 | Time: 3020.38 ms [2020-12-06 09:21:28 main:581] : INFO : Epoch 758 | loss: 0.0311319 | val_loss: 0.0311539 | Time: 3021.15 ms [2020-12-06 09:21:31 main:581] : INFO : Epoch 759 | loss: 0.0311393 | val_loss: 0.0311601 | Time: 3021.06 ms [2020-12-06 09:21:34 main:581] : INFO : Epoch 760 | loss: 0.0311494 | val_loss: 0.0311601 | Time: 3021.45 ms [2020-12-06 09:21:37 main:581] : INFO : Epoch 761 | loss: 0.0311432 | val_loss: 0.0311551 | Time: 3021.66 ms [2020-12-06 09:21:40 main:581] : INFO : Epoch 762 | loss: 0.0311403 | val_loss: 0.0311552 | Time: 3020.37 ms [2020-12-06 09:21:43 main:581] : INFO : Epoch 763 | loss: 0.0311398 | val_loss: 0.0311484 | Time: 3020.6 ms [2020-12-06 09:21:46 main:581] : INFO : Epoch 764 | loss: 0.0311394 | val_loss: 0.0311547 | Time: 3020.19 ms [2020-12-06 09:21:49 main:581] : INFO : Epoch 765 | loss: 0.0311357 | val_loss: 0.0311546 | Time: 3021.63 ms [2020-12-06 09:21:52 main:581] : INFO : Epoch 766 | loss: 0.0311381 | val_loss: 0.0311504 | Time: 3020.93 ms [2020-12-06 09:21:55 main:581] : INFO : Epoch 767 | loss: 0.0311351 | val_loss: 0.0311542 | Time: 3021.51 ms [2020-12-06 09:21:58 main:581] : INFO : Epoch 768 | loss: 0.0311356 | val_loss: 0.0311515 | Time: 3021.31 ms [2020-12-06 09:22:01 main:581] : INFO : Epoch 769 | loss: 0.0311339 | val_loss: 0.0311565 | Time: 3022.31 ms [2020-12-06 09:22:04 main:581] : INFO : Epoch 770 | loss: 0.0311372 | val_loss: 0.031159 | Time: 3021.37 ms [2020-12-06 09:22:07 main:581] : INFO : Epoch 771 | loss: 0.031134 | val_loss: 0.031161 | Time: 3021.37 ms [2020-12-06 09:22:10 main:581] : INFO : Epoch 772 | loss: 0.0311331 | val_loss: 0.0311546 | Time: 3021.28 ms [2020-12-06 09:22:13 main:581] : INFO : Epoch 773 | loss: 0.0311347 | val_loss: 0.0311542 | Time: 3020.65 ms [2020-12-06 09:22:16 main:581] : INFO : Epoch 774 | loss: 0.0311347 | val_loss: 0.0311565 | Time: 3020.58 ms [2020-12-06 09:22:19 main:581] : INFO : Epoch 775 | loss: 0.0311305 | val_loss: 0.0311527 | Time: 3022.48 ms [2020-12-06 09:22:22 main:581] : INFO : Epoch 776 | loss: 0.0311286 | val_loss: 0.0311514 | Time: 3022.28 ms [2020-12-06 09:22:25 main:581] : INFO : Epoch 777 | loss: 0.03113 | val_loss: 0.0311562 | Time: 3019.81 ms [2020-12-06 09:22:28 main:581] : INFO : Epoch 778 | loss: 0.0311338 | val_loss: 0.031153 | Time: 3022.41 ms [2020-12-06 09:22:31 main:581] : INFO : Epoch 779 | loss: 0.0311277 | val_loss: 0.0311463 | Time: 3021.16 ms [2020-12-06 09:22:34 main:581] : INFO : Epoch 780 | loss: 0.0311296 | val_loss: 0.0311522 | Time: 3021.64 ms [2020-12-06 09:22:37 main:581] : INFO : Epoch 781 | loss: 0.0311283 | val_loss: 0.0311601 | Time: 3019.65 ms [2020-12-06 09:22:40 main:581] : INFO : Epoch 782 | loss: 0.0311307 | val_loss: 0.0311588 | Time: 3020.58 ms [2020-12-06 09:22:43 main:581] : INFO : Epoch 783 | loss: 0.031141 | val_loss: 0.0311516 | Time: 3021.29 ms [2020-12-06 09:22:46 main:581] : INFO : Epoch 784 | loss: 0.031144 | val_loss: 0.0311547 | Time: 3021.27 ms [2020-12-06 09:22:49 main:581] : INFO : Epoch 785 | loss: 0.0311422 | val_loss: 0.0311531 | Time: 3022.02 ms [2020-12-06 09:22:52 main:581] : INFO : Epoch 786 | loss: 0.0311417 | val_loss: 0.0311529 | Time: 3020.25 ms [2020-12-06 09:22:55 main:581] : INFO : Epoch 787 | loss: 0.0311387 | val_loss: 0.0311547 | Time: 3021.98 ms [2020-12-06 09:22:58 main:581] : INFO : Epoch 788 | loss: 0.0311377 | val_loss: 0.0311534 | Time: 3019.76 ms [2020-12-06 09:23:01 main:581] : INFO : Epoch 789 | loss: 0.0311324 | val_loss: 0.0311523 | Time: 3021.05 ms [2020-12-06 09:23:04 main:581] : INFO : Epoch 790 | loss: 0.0311356 | val_loss: 0.0311601 | Time: 3020.28 ms [2020-12-06 09:23:07 main:581] : INFO : Epoch 791 | loss: 0.0311336 | val_loss: 0.0311534 | Time: 3022.6 ms [2020-12-06 09:23:10 main:581] : INFO : Epoch 792 | loss: 0.0311323 | val_loss: 0.0311572 | Time: 3021.86 ms [2020-12-06 09:23:13 main:581] : INFO : Epoch 793 | loss: 0.0311317 | val_loss: 0.0311628 | Time: 3020.5 ms [2020-12-06 09:23:16 main:581] : INFO : Epoch 794 | loss: 0.031132 | val_loss: 0.0311553 | Time: 3021.11 ms [2020-12-06 09:23:19 main:581] : INFO : Epoch 795 | loss: 0.0311291 | val_loss: 0.0311566 | Time: 3020.13 ms [2020-12-06 09:23:22 main:581] : INFO : Epoch 796 | loss: 0.031137 | val_loss: 0.0311558 | Time: 3020.48 ms [2020-12-06 09:23:25 main:581] : INFO : Epoch 797 | loss: 0.0311343 | val_loss: 0.0311535 | Time: 3022.67 ms [2020-12-06 09:23:28 main:581] : INFO : Epoch 798 | loss: 0.0311309 | val_loss: 0.0311531 | Time: 3021.47 ms [2020-12-06 09:23:32 main:581] : INFO : Epoch 799 | loss: 0.0311327 | val_loss: 0.0311501 | Time: 3019.74 ms [2020-12-06 09:23:35 main:581] : INFO : Epoch 800 | loss: 0.0311286 | val_loss: 0.0311562 | Time: 3023.4 ms [2020-12-06 09:23:38 main:581] : INFO : Epoch 801 | loss: 0.0311288 | val_loss: 0.0311563 | Time: 3021.3 ms [2020-12-06 09:23:41 main:581] : INFO : Epoch 802 | loss: 0.0311343 | val_loss: 0.0311615 | Time: 3017.75 ms [2020-12-06 09:23:44 main:581] : INFO : Epoch 803 | loss: 0.0311292 | val_loss: 0.031154 | Time: 3021.73 ms [2020-12-06 09:23:47 main:581] : INFO : Epoch 804 | loss: 0.031126 | val_loss: 0.0311578 | Time: 3023.17 ms [2020-12-06 09:23:50 main:581] : INFO : Epoch 805 | loss: 0.0311272 | val_loss: 0.0311607 | Time: 3020.64 ms [2020-12-06 09:23:53 main:581] : INFO : Epoch 806 | loss: 0.0311358 | val_loss: 0.0311718 | Time: 3021.05 ms [2020-12-06 09:23:56 main:581] : INFO : Epoch 807 | loss: 0.03114 | val_loss: 0.0311558 | Time: 3020.66 ms [2020-12-06 09:23:59 main:581] : INFO : Epoch 808 | loss: 0.0311342 | val_loss: 0.0311565 | Time: 3020.02 ms [2020-12-06 09:24:02 main:581] : INFO : Epoch 809 | loss: 0.0311381 | val_loss: 0.0311548 | Time: 3022.48 ms [2020-12-06 09:24:05 main:581] : INFO : Epoch 810 | loss: 0.0311375 | val_loss: 0.0311598 | Time: 3022.4 ms [2020-12-06 09:24:08 main:581] : INFO : Epoch 811 | loss: 0.0311333 | val_loss: 0.0311712 | Time: 3020.62 ms [2020-12-06 09:24:11 main:581] : INFO : Epoch 812 | loss: 0.0311332 | val_loss: 0.0311585 | Time: 3021.53 ms [2020-12-06 09:24:14 main:581] : INFO : Epoch 813 | loss: 0.0311288 | val_loss: 0.0311551 | Time: 3020.91 ms [2020-12-06 09:24:17 main:581] : INFO : Epoch 814 | loss: 0.0311276 | val_loss: 0.0311516 | Time: 3022 ms [2020-12-06 09:24:20 main:581] : INFO : Epoch 815 | loss: 0.0311302 | val_loss: 0.0311557 | Time: 3022.94 ms [2020-12-06 09:24:23 main:581] : INFO : Epoch 816 | loss: 0.0311264 | val_loss: 0.0311557 | Time: 3021.63 ms [2020-12-06 09:24:26 main:581] : INFO : Epoch 817 | loss: 0.0311261 | val_loss: 0.0311551 | Time: 3020.71 ms [2020-12-06 09:24:29 main:581] : INFO : Epoch 818 | loss: 0.0311334 | val_loss: 0.0311535 | Time: 3021.58 ms [2020-12-06 09:24:32 main:581] : INFO : Epoch 819 | loss: 0.0311311 | val_loss: 0.0311508 | Time: 3022.34 ms [2020-12-06 09:24:35 main:581] : INFO : Epoch 820 | loss: 0.0311346 | val_loss: 0.0311547 | Time: 3019.67 ms [2020-12-06 09:24:38 main:581] : INFO : Epoch 821 | loss: 0.0311431 | val_loss: 0.0311453 | Time: 3021.75 ms [2020-12-06 09:24:41 main:581] : INFO : Epoch 822 | loss: 0.0311393 | val_loss: 0.0311474 | Time: 3020.89 ms [2020-12-06 09:24:44 main:581] : INFO : Epoch 823 | loss: 0.0311347 | val_loss: 0.0311516 | Time: 3020.85 ms [2020-12-06 09:24:47 main:581] : INFO : Epoch 824 | loss: 0.0311293 | val_loss: 0.0311484 | Time: 3022.13 ms [2020-12-06 09:24:50 main:581] : INFO : Epoch 825 | loss: 0.031129 | val_loss: 0.031152 | Time: 3021.31 ms [2020-12-06 09:24:53 main:581] : INFO : Epoch 826 | loss: 0.0311328 | val_loss: 0.0311549 | Time: 3020.05 ms [2020-12-06 09:24:56 main:581] : INFO : Epoch 827 | loss: 0.0311355 | val_loss: 0.0311557 | Time: 3020.67 ms [2020-12-06 09:24:59 main:581] : INFO : Epoch 828 | loss: 0.0311383 | val_loss: 0.0311506 | Time: 3021.02 ms [2020-12-06 09:25:02 main:581] : INFO : Epoch 829 | loss: 0.031134 | val_loss: 0.0311462 | Time: 3021.24 ms [2020-12-06 09:25:05 main:581] : INFO : Epoch 830 | loss: 0.0311335 | val_loss: 0.0311501 | Time: 3021.05 ms [2020-12-06 09:25:08 main:581] : INFO : Epoch 831 | loss: 0.0311308 | val_loss: 0.0311527 | Time: 3019.35 ms [2020-12-06 09:25:11 main:581] : INFO : Epoch 832 | loss: 0.0311317 | val_loss: 0.031164 | Time: 3022.82 ms [2020-12-06 09:25:14 main:581] : INFO : Epoch 833 | loss: 0.0311349 | val_loss: 0.0311528 | Time: 3023.09 ms [2020-12-06 09:25:17 main:581] : INFO : Epoch 834 | loss: 0.031129 | val_loss: 0.031157 | Time: 3022.38 ms [2020-12-06 09:25:20 main:581] : INFO : Epoch 835 | loss: 0.0311303 | val_loss: 0.0311496 | Time: 3021.22 ms [2020-12-06 09:25:23 main:581] : INFO : Epoch 836 | loss: 0.031132 | val_loss: 0.0311512 | Time: 3021.42 ms [2020-12-06 09:25:26 main:581] : INFO : Epoch 837 | loss: 0.03113 | val_loss: 0.0311558 | Time: 3020.63 ms [2020-12-06 09:25:29 main:581] : INFO : Epoch 838 | loss: 0.0311376 | val_loss: 0.0311536 | Time: 3020.12 ms [2020-12-06 09:25:32 main:581] : INFO : Epoch 839 | loss: 0.031138 | val_loss: 0.0311641 | Time: 3020.39 ms [2020-12-06 09:25:35 main:581] : INFO : Epoch 840 | loss: 0.0311398 | val_loss: 0.0311492 | Time: 3021.08 ms [2020-12-06 09:25:38 main:581] : INFO : Epoch 841 | loss: 0.0311332 | val_loss: 0.0311516 | Time: 3021.9 ms [2020-12-06 09:25:41 main:581] : INFO : Epoch 842 | loss: 0.0311337 | val_loss: 0.0311506 | Time: 3021.14 ms [2020-12-06 09:25:44 main:581] : INFO : Epoch 843 | loss: 0.0311291 | val_loss: 0.0311528 | Time: 3021.39 ms [2020-12-06 09:25:47 main:581] : INFO : Epoch 844 | loss: 0.0311268 | val_loss: 0.03115 | Time: 3024.46 ms [2020-12-06 09:25:51 main:581] : INFO : Epoch 845 | loss: 0.0311283 | val_loss: 0.031152 | Time: 3021.64 ms [2020-12-06 09:25:54 main:581] : INFO : Epoch 846 | loss: 0.0311308 | val_loss: 0.0311546 | Time: 3022.03 ms [2020-12-06 09:25:57 main:581] : INFO : Epoch 847 | loss: 0.0311283 | val_loss: 0.0311559 | Time: 3021.42 ms [2020-12-06 09:26:00 main:581] : INFO : Epoch 848 | loss: 0.0311303 | val_loss: 0.0311515 | Time: 3021.27 ms [2020-12-06 09:26:03 main:581] : INFO : Epoch 849 | loss: 0.0311328 | val_loss: 0.0311542 | Time: 3021.6 ms [2020-12-06 09:26:06 main:581] : INFO : Epoch 850 | loss: 0.03113 | val_loss: 0.031153 | Time: 3022.2 ms [2020-12-06 09:26:09 main:581] : INFO : Epoch 851 | loss: 0.0311286 | val_loss: 0.0311502 | Time: 3020.4 ms [2020-12-06 09:26:12 main:581] : INFO : Epoch 852 | loss: 0.0311279 | val_loss: 0.0311519 | Time: 3021.78 ms [2020-12-06 09:26:15 main:581] : INFO : Epoch 853 | loss: 0.0311329 | val_loss: 0.0311503 | Time: 3021.24 ms [2020-12-06 09:26:18 main:581] : INFO : Epoch 854 | loss: 0.0311308 | val_loss: 0.0311504 | Time: 3020.17 ms [2020-12-06 09:26:21 main:581] : INFO : Epoch 855 | loss: 0.0311292 | val_loss: 0.0311527 | Time: 3021 ms [2020-12-06 09:26:24 main:581] : INFO : Epoch 856 | loss: 0.0311292 | val_loss: 0.0311523 | Time: 3021.3 ms [2020-12-06 09:26:27 main:581] : INFO : Epoch 857 | loss: 0.0311262 | val_loss: 0.0311494 | Time: 3021.11 ms [2020-12-06 09:26:30 main:581] : INFO : Epoch 858 | loss: 0.0311245 | val_loss: 0.0311528 | Time: 3020.34 ms [2020-12-06 09:26:33 main:581] : INFO : Epoch 859 | loss: 0.0311245 | val_loss: 0.0311478 | Time: 3020.49 ms [2020-12-06 09:26:36 main:581] : INFO : Epoch 860 | loss: 0.0311243 | val_loss: 0.0311571 | Time: 3022.59 ms [2020-12-06 09:26:39 main:581] : INFO : Epoch 861 | loss: 0.0311239 | val_loss: 0.0311549 | Time: 3020.39 ms [2020-12-06 09:26:42 main:581] : INFO : Epoch 862 | loss: 0.0311225 | val_loss: 0.0311498 | Time: 3020.7 ms [2020-12-06 09:26:45 main:581] : INFO : Epoch 863 | loss: 0.0311229 | val_loss: 0.0311543 | Time: 3021.59 ms [2020-12-06 09:26:48 main:581] : INFO : Epoch 864 | loss: 0.0311224 | val_loss: 0.0311565 | Time: 3022.06 ms [2020-12-06 09:26:51 main:581] : INFO : Epoch 865 | loss: 0.031125 | val_loss: 0.0311531 | Time: 3022.27 ms [2020-12-06 09:26:54 main:581] : INFO : Epoch 866 | loss: 0.0311218 | val_loss: 0.0311561 | Time: 3023.2 ms [2020-12-06 09:26:57 main:581] : INFO : Epoch 867 | loss: 0.031122 | val_loss: 0.0311563 | Time: 3020.29 ms [2020-12-06 09:27:00 main:581] : INFO : Epoch 868 | loss: 0.0311261 | val_loss: 0.0311521 | Time: 3020.53 ms [2020-12-06 09:27:03 main:581] : INFO : Epoch 869 | loss: 0.0311268 | val_loss: 0.0311515 | Time: 3022.58 ms [2020-12-06 09:27:06 main:581] : INFO : Epoch 870 | loss: 0.0311322 | val_loss: 0.0311543 | Time: 3023.06 ms [2020-12-06 09:27:09 main:581] : INFO : Epoch 871 | loss: 0.0311306 | val_loss: 0.0311491 | Time: 3021.94 ms [2020-12-06 09:27:12 main:581] : INFO : Epoch 872 | loss: 0.0311301 | val_loss: 0.0311528 | Time: 3021.92 ms [2020-12-06 09:27:15 main:581] : INFO : Epoch 873 | loss: 0.0311286 | val_loss: 0.0311519 | Time: 3021.69 ms [2020-12-06 09:27:18 main:581] : INFO : Epoch 874 | loss: 0.0311281 | val_loss: 0.0311567 | Time: 3021.8 ms [2020-12-06 09:27:21 main:581] : INFO : Epoch 875 | loss: 0.0311281 | val_loss: 0.0311606 | Time: 3020.98 ms [2020-12-06 09:27:24 main:581] : INFO : Epoch 876 | loss: 0.031127 | val_loss: 0.0311503 | Time: 3022.05 ms [2020-12-06 09:27:27 main:581] : INFO : Epoch 877 | loss: 0.031125 | val_loss: 0.0311498 | Time: 3021.22 ms [2020-12-06 09:27:30 main:581] : INFO : Epoch 878 | loss: 0.0311238 | val_loss: 0.0311503 | Time: 3021.26 ms [2020-12-06 09:27:33 main:581] : INFO : Epoch 879 | loss: 0.0311336 | val_loss: 0.0311507 | Time: 3019.97 ms [2020-12-06 09:27:36 main:581] : INFO : Epoch 880 | loss: 0.0311385 | val_loss: 0.0311565 | Time: 3020.94 ms [2020-12-06 09:27:39 main:581] : INFO : Epoch 881 | loss: 0.0311381 | val_loss: 0.0311536 | Time: 3021.76 ms [2020-12-06 09:27:42 main:581] : INFO : Epoch 882 | loss: 0.0311351 | val_loss: 0.0311531 | Time: 3021.11 ms [2020-12-06 09:27:45 main:581] : INFO : Epoch 883 | loss: 0.0311353 | val_loss: 0.0311529 | Time: 3020.25 ms [2020-12-06 09:27:48 main:581] : INFO : Epoch 884 | loss: 0.0311347 | val_loss: 0.031155 | Time: 3022.75 ms [2020-12-06 09:27:51 main:581] : INFO : Epoch 885 | loss: 0.0311337 | val_loss: 0.0311537 | Time: 3021.05 ms [2020-12-06 09:27:54 main:581] : INFO : Epoch 886 | loss: 0.0311334 | val_loss: 0.0311496 | Time: 3019.37 ms [2020-12-06 09:27:57 main:581] : INFO : Epoch 887 | loss: 0.0311311 | val_loss: 0.0311507 | Time: 3021.71 ms [2020-12-06 09:28:00 main:581] : INFO : Epoch 888 | loss: 0.03113 | val_loss: 0.0311574 | Time: 3020.23 ms [2020-12-06 09:28:03 main:581] : INFO : Epoch 889 | loss: 0.0311299 | val_loss: 0.0311501 | Time: 3022.38 ms [2020-12-06 09:28:06 main:581] : INFO : Epoch 890 | loss: 0.0311272 | val_loss: 0.0311531 | Time: 3022.02 ms [2020-12-06 09:28:10 main:581] : INFO : Epoch 891 | loss: 0.0311287 | val_loss: 0.0311531 | Time: 3021.35 ms [2020-12-06 09:28:13 main:581] : INFO : Epoch 892 | loss: 0.031128 | val_loss: 0.0311503 | Time: 3021.79 ms [2020-12-06 09:28:16 main:581] : INFO : Epoch 893 | loss: 0.031127 | val_loss: 0.0311489 | Time: 3020.02 ms [2020-12-06 09:28:19 main:581] : INFO : Epoch 894 | loss: 0.0311259 | val_loss: 0.0311529 | Time: 3020.3 ms [2020-12-06 09:28:22 main:581] : INFO : Epoch 895 | loss: 0.0311313 | val_loss: 0.0311512 | Time: 3020.79 ms [2020-12-06 09:28:25 main:581] : INFO : Epoch 896 | loss: 0.0311254 | val_loss: 0.0311531 | Time: 3021.08 ms [2020-12-06 09:28:28 main:581] : INFO : Epoch 897 | loss: 0.0311258 | val_loss: 0.0311494 | Time: 3021.4 ms [2020-12-06 09:28:31 main:581] : INFO : Epoch 898 | loss: 0.0311248 | val_loss: 0.0311656 | Time: 3021.15 ms [2020-12-06 09:28:34 main:581] : INFO : Epoch 899 | loss: 0.0311284 | val_loss: 0.0311525 | Time: 3021.16 ms [2020-12-06 09:28:37 main:581] : INFO : Epoch 900 | loss: 0.0311369 | val_loss: 0.0311616 | Time: 3021.61 ms [2020-12-06 09:28:40 main:581] : INFO : Epoch 901 | loss: 0.0311487 | val_loss: 0.0311577 | Time: 3021.73 ms [2020-12-06 09:28:43 main:581] : INFO : Epoch 902 | loss: 0.0311528 | val_loss: 0.0311535 | Time: 3022.24 ms [2020-12-06 09:28:46 main:581] : INFO : Epoch 903 | loss: 0.0311468 | val_loss: 0.0311559 | Time: 3020.81 ms [2020-12-06 09:28:49 main:581] : INFO : Epoch 904 | loss: 0.0311474 | val_loss: 0.0311568 | Time: 3020.95 ms [2020-12-06 09:28:52 main:581] : INFO : Epoch 905 | loss: 0.0311458 | val_loss: 0.0311535 | Time: 3021.86 ms [2020-12-06 09:28:55 main:581] : INFO : Epoch 906 | loss: 0.0311422 | val_loss: 0.0311523 | Time: 3022.47 ms [2020-12-06 09:28:58 main:581] : INFO : Epoch 907 | loss: 0.0311405 | val_loss: 0.031149 | Time: 3022.04 ms [2020-12-06 09:29:01 main:581] : INFO : Epoch 908 | loss: 0.0311382 | val_loss: 0.0311524 | Time: 3020.33 ms [2020-12-06 09:29:04 main:581] : INFO : Epoch 909 | loss: 0.0311378 | val_loss: 0.0311548 | Time: 3021.87 ms [2020-12-06 09:29:07 main:581] : INFO : Epoch 910 | loss: 0.0311383 | val_loss: 0.0311505 | Time: 3020.7 ms [2020-12-06 09:29:10 main:581] : INFO : Epoch 911 | loss: 0.0311368 | val_loss: 0.03115 | Time: 3021.62 ms [2020-12-06 09:29:13 main:581] : INFO : Epoch 912 | loss: 0.0311347 | val_loss: 0.0311525 | Time: 3020.45 ms [2020-12-06 09:29:16 main:581] : INFO : Epoch 913 | loss: 0.0311353 | val_loss: 0.0311618 | Time: 3021.61 ms [2020-12-06 09:29:19 main:581] : INFO : Epoch 914 | loss: 0.0311389 | val_loss: 0.0311498 | Time: 3021.36 ms [2020-12-06 09:29:22 main:581] : INFO : Epoch 915 | loss: 0.0311395 | val_loss: 0.0311547 | Time: 3022.08 ms [2020-12-06 09:29:25 main:581] : INFO : Epoch 916 | loss: 0.0311358 | val_loss: 0.0311474 | Time: 3020.62 ms [2020-12-06 09:29:28 main:581] : INFO : Epoch 917 | loss: 0.031137 | val_loss: 0.0311501 | Time: 3021.66 ms [2020-12-06 09:29:31 main:581] : INFO : Epoch 918 | loss: 0.0311358 | val_loss: 0.0311581 | Time: 3020.98 ms [2020-12-06 09:29:34 main:581] : INFO : Epoch 919 | loss: 0.0311512 | val_loss: 0.0311532 | Time: 3021.69 ms [2020-12-06 09:29:37 main:581] : INFO : Epoch 920 | loss: 0.0311439 | val_loss: 0.0311487 | Time: 3022.13 ms [2020-12-06 09:29:40 main:581] : INFO : Epoch 921 | loss: 0.0311423 | val_loss: 0.0311483 | Time: 3021.69 ms [2020-12-06 09:29:43 main:581] : INFO : Epoch 922 | loss: 0.0311392 | val_loss: 0.0311502 | Time: 3020.1 ms [2020-12-06 09:29:46 main:581] : INFO : Epoch 923 | loss: 0.0311448 | val_loss: 0.0311575 | Time: 3021.55 ms [2020-12-06 09:29:49 main:581] : INFO : Epoch 924 | loss: 0.031144 | val_loss: 0.0311517 | Time: 3021.43 ms [2020-12-06 09:29:52 main:581] : INFO : Epoch 925 | loss: 0.0311414 | val_loss: 0.0311476 | Time: 3020.87 ms [2020-12-06 09:29:55 main:581] : INFO : Epoch 926 | loss: 0.0311379 | val_loss: 0.0311564 | Time: 3021.76 ms [2020-12-06 09:29:58 main:581] : INFO : Epoch 927 | loss: 0.0311399 | val_loss: 0.0311533 | Time: 3020.3 ms [2020-12-06 09:30:01 main:581] : INFO : Epoch 928 | loss: 0.0311353 | val_loss: 0.0311485 | Time: 3020.09 ms [2020-12-06 09:30:04 main:581] : INFO : Epoch 929 | loss: 0.0311351 | val_loss: 0.031151 | Time: 3020.75 ms [2020-12-06 09:30:07 main:581] : INFO : Epoch 930 | loss: 0.0311354 | val_loss: 0.0311466 | Time: 3021.82 ms [2020-12-06 09:30:10 main:581] : INFO : Epoch 931 | loss: 0.0311353 | val_loss: 0.0311454 | Time: 3021.65 ms [2020-12-06 09:30:13 main:581] : INFO : Epoch 932 | loss: 0.0311334 | val_loss: 0.0311492 | Time: 3022.09 ms [2020-12-06 09:30:16 main:581] : INFO : Epoch 933 | loss: 0.0311317 | val_loss: 0.031147 | Time: 3020.92 ms [2020-12-06 09:30:19 main:581] : INFO : Epoch 934 | loss: 0.031134 | val_loss: 0.0311461 | Time: 3022.8 ms [2020-12-06 09:30:22 main:581] : INFO : Epoch 935 | loss: 0.0311328 | val_loss: 0.0311434 | Time: 3020.5 ms [2020-12-06 09:30:25 main:581] : INFO : Epoch 936 | loss: 0.0311312 | val_loss: 0.0311464 | Time: 3019.1 ms [2020-12-06 09:30:29 main:581] : INFO : Epoch 937 | loss: 0.0311328 | val_loss: 0.0311524 | Time: 3021.89 ms [2020-12-06 09:30:32 main:581] : INFO : Epoch 938 | loss: 0.0311328 | val_loss: 0.0311479 | Time: 3020.59 ms [2020-12-06 09:30:35 main:581] : INFO : Epoch 939 | loss: 0.0311386 | val_loss: 0.0311497 | Time: 3020.62 ms [2020-12-06 09:30:38 main:581] : INFO : Epoch 940 | loss: 0.0311326 | val_loss: 0.0311463 | Time: 3020.3 ms [2020-12-06 09:30:41 main:581] : INFO : Epoch 941 | loss: 0.0311339 | val_loss: 0.0311495 | Time: 3023.09 ms [2020-12-06 09:30:44 main:581] : INFO : Epoch 942 | loss: 0.0311345 | val_loss: 0.0311522 | Time: 3019.59 ms [2020-12-06 09:30:47 main:581] : INFO : Epoch 943 | loss: 0.0311399 | val_loss: 0.0311465 | Time: 3020.13 ms [2020-12-06 09:30:50 main:581] : INFO : Epoch 944 | loss: 0.0311405 | val_loss: 0.0311454 | Time: 3021.77 ms [2020-12-06 09:30:53 main:581] : INFO : Epoch 945 | loss: 0.0311357 | val_loss: 0.0311483 | Time: 3020.6 ms [2020-12-06 09:30:56 main:581] : INFO : Epoch 946 | loss: 0.0311354 | val_loss: 0.0311472 | Time: 3021.25 ms [2020-12-06 09:30:59 main:581] : INFO : Epoch 947 | loss: 0.0311306 | val_loss: 0.0311503 | Time: 3022.7 ms [2020-12-06 09:31:02 main:581] : INFO : Epoch 948 | loss: 0.031133 | val_loss: 0.031149 | Time: 3021.07 ms [2020-12-06 09:31:05 main:581] : INFO : Epoch 949 | loss: 0.0311334 | val_loss: 0.0311509 | Time: 3019.99 ms [2020-12-06 09:31:08 main:581] : INFO : Epoch 950 | loss: 0.0311367 | val_loss: 0.0311513 | Time: 3022 ms [2020-12-06 09:31:11 main:581] : INFO : Epoch 951 | loss: 0.0311344 | val_loss: 0.0311508 | Time: 3021.72 ms [2020-12-06 09:31:14 main:581] : INFO : Epoch 952 | loss: 0.0311331 | val_loss: 0.0311481 | Time: 3021.6 ms [2020-12-06 09:31:17 main:581] : INFO : Epoch 953 | loss: 0.0311353 | val_loss: 0.0311632 | Time: 3021.27 ms [2020-12-06 09:31:20 main:581] : INFO : Epoch 954 | loss: 0.0311354 | val_loss: 0.0311536 | Time: 3020.67 ms [2020-12-06 09:31:23 main:581] : INFO : Epoch 955 | loss: 0.0311332 | val_loss: 0.0311502 | Time: 3021.06 ms [2020-12-06 09:31:26 main:581] : INFO : Epoch 956 | loss: 0.0311314 | val_loss: 0.0311565 | Time: 3021.88 ms [2020-12-06 09:31:29 main:581] : INFO : Epoch 957 | loss: 0.0311307 | val_loss: 0.0311524 | Time: 3022.89 ms [2020-12-06 09:31:32 main:581] : INFO : Epoch 958 | loss: 0.0311269 | val_loss: 0.0311553 | Time: 3020.06 ms [2020-12-06 09:31:35 main:581] : INFO : Epoch 959 | loss: 0.03113 | val_loss: 0.0311531 | Time: 3021.99 ms [2020-12-06 09:31:38 main:581] : INFO : Epoch 960 | loss: 0.0311284 | val_loss: 0.031153 | Time: 3020.71 ms [2020-12-06 09:31:41 main:581] : INFO : Epoch 961 | loss: 0.0311284 | val_loss: 0.0311504 | Time: 3020.02 ms [2020-12-06 09:31:44 main:581] : INFO : Epoch 962 | loss: 0.0311328 | val_loss: 0.0311524 | Time: 3021.06 ms [2020-12-06 09:31:47 main:581] : INFO : Epoch 963 | loss: 0.0311457 | val_loss: 0.0311577 | Time: 3020.43 ms [2020-12-06 09:31:50 main:581] : INFO : Epoch 964 | loss: 0.0311384 | val_loss: 0.0311533 | Time: 3021.98 ms [2020-12-06 09:31:53 main:581] : INFO : Epoch 965 | loss: 0.0311371 | val_loss: 0.0311486 | Time: 3024.36 ms [2020-12-06 09:31:56 main:581] : INFO : Epoch 966 | loss: 0.031139 | val_loss: 0.0311532 | Time: 3022.95 ms [2020-12-06 09:31:59 main:581] : INFO : Epoch 967 | loss: 0.0311334 | val_loss: 0.0311532 | Time: 3022.19 ms [2020-12-06 09:32:02 main:581] : INFO : Epoch 968 | loss: 0.031131 | val_loss: 0.0311483 | Time: 3021.71 ms [2020-12-06 09:32:05 main:581] : INFO : Epoch 969 | loss: 0.0311296 | val_loss: 0.0311481 | Time: 3022.12 ms [2020-12-06 09:32:08 main:581] : INFO : Epoch 970 | loss: 0.0311306 | val_loss: 0.0311545 | Time: 3021.12 ms [2020-12-06 09:32:11 main:581] : INFO : Epoch 971 | loss: 0.0311285 | val_loss: 0.0311486 | Time: 3022.12 ms [2020-12-06 09:32:14 main:581] : INFO : Epoch 972 | loss: 0.0311278 | val_loss: 0.0311508 | Time: 3020.15 ms [2020-12-06 09:32:17 main:581] : INFO : Epoch 973 | loss: 0.0311381 | val_loss: 0.0311547 | Time: 3022.72 ms [2020-12-06 09:32:20 main:581] : INFO : Epoch 974 | loss: 0.0311486 | val_loss: 0.0311571 | Time: 3021.14 ms [2020-12-06 09:32:23 main:581] : INFO : Epoch 975 | loss: 0.0311453 | val_loss: 0.0311517 | Time: 3020.61 ms [2020-12-06 09:32:26 main:581] : INFO : Epoch 976 | loss: 0.0311402 | val_loss: 0.0311496 | Time: 3022.22 ms [2020-12-06 09:32:29 main:581] : INFO : Epoch 977 | loss: 0.0311365 | val_loss: 0.0311552 | Time: 3021.39 ms [2020-12-06 09:32:32 main:581] : INFO : Epoch 978 | loss: 0.031136 | val_loss: 0.031151 | Time: 3020.63 ms [2020-12-06 09:32:35 main:581] : INFO : Epoch 979 | loss: 0.0311356 | val_loss: 0.0311505 | Time: 3024.11 ms [2020-12-06 09:32:38 main:581] : INFO : Epoch 980 | loss: 0.0311374 | val_loss: 0.0311481 | Time: 3023.11 ms [2020-12-06 09:32:41 main:581] : INFO : Epoch 981 | loss: 0.0311353 | val_loss: 0.0311531 | Time: 3019.8 ms [2020-12-06 09:32:44 main:581] : INFO : Epoch 982 | loss: 0.0311332 | val_loss: 0.0311559 | Time: 3021.1 ms [2020-12-06 09:32:48 main:581] : INFO : Epoch 983 | loss: 0.0311384 | val_loss: 0.0311546 | Time: 3020.33 ms [2020-12-06 09:32:51 main:581] : INFO : Epoch 984 | loss: 0.0311332 | val_loss: 0.0311568 | Time: 3021.95 ms [2020-12-06 09:32:54 main:581] : INFO : Epoch 985 | loss: 0.0311345 | val_loss: 0.0311589 | Time: 3020.54 ms [2020-12-06 09:32:57 main:581] : INFO : Epoch 986 | loss: 0.0311309 | val_loss: 0.0311503 | Time: 3021.71 ms [2020-12-06 09:33:00 main:581] : INFO : Epoch 987 | loss: 0.0311314 | val_loss: 0.0311479 | Time: 3022.93 ms [2020-12-06 09:33:03 main:581] : INFO : Epoch 988 | loss: 0.0311314 | val_loss: 0.0311494 | Time: 3021.5 ms [2020-12-06 09:33:06 main:581] : INFO : Epoch 989 | loss: 0.0311335 | val_loss: 0.0311535 | Time: 3020.53 ms [2020-12-06 09:33:09 main:581] : INFO : Epoch 990 | loss: 0.031131 | val_loss: 0.0311525 | Time: 3021.36 ms [2020-12-06 09:33:12 main:581] : INFO : Epoch 991 | loss: 0.0311307 | val_loss: 0.031156 | Time: 3022.19 ms [2020-12-06 09:33:15 main:581] : INFO : Epoch 992 | loss: 0.0311305 | val_loss: 0.0311546 | Time: 3020.78 ms [2020-12-06 09:33:18 main:581] : INFO : Epoch 993 | loss: 0.0311299 | val_loss: 0.0311527 | Time: 3022.13 ms [2020-12-06 09:33:21 main:581] : INFO : Epoch 994 | loss: 0.0311297 | val_loss: 0.0311561 | Time: 3022 ms [2020-12-06 09:33:24 main:581] : INFO : Epoch 995 | loss: 0.0311303 | val_loss: 0.0311522 | Time: 3020.97 ms [2020-12-06 09:33:27 main:581] : INFO : Epoch 996 | loss: 0.0311277 | val_loss: 0.0311532 | Time: 3022.44 ms [2020-12-06 09:33:30 main:581] : INFO : Epoch 997 | loss: 0.0311285 | val_loss: 0.0311521 | Time: 3020.59 ms [2020-12-06 09:33:33 main:581] : INFO : Epoch 998 | loss: 0.0311284 | val_loss: 0.0311544 | Time: 3021.25 ms [2020-12-06 09:33:36 main:581] : INFO : Epoch 999 | loss: 0.031126 | val_loss: 0.031152 | Time: 3020.31 ms [2020-12-06 09:33:39 main:581] : INFO : Epoch 1000 | loss: 0.0311263 | val_loss: 0.0311535 | Time: 3021.96 ms [2020-12-06 09:33:42 main:581] : INFO : Epoch 1001 | loss: 0.0311291 | val_loss: 0.0311522 | Time: 3021.44 ms [2020-12-06 09:33:45 main:581] : INFO : Epoch 1002 | loss: 0.0311306 | val_loss: 0.0311523 | Time: 3019.62 ms [2020-12-06 09:33:48 main:581] : INFO : Epoch 1003 | loss: 0.0311379 | val_loss: 0.0311517 | Time: 3021.09 ms [2020-12-06 09:33:51 main:581] : INFO : Epoch 1004 | loss: 0.0311326 | val_loss: 0.0311566 | Time: 3023.23 ms [2020-12-06 09:33:54 main:581] : INFO : Epoch 1005 | loss: 0.0311355 | val_loss: 0.0311536 | Time: 3020.8 ms [2020-12-06 09:33:57 main:581] : INFO : Epoch 1006 | loss: 0.0311351 | val_loss: 0.0311494 | Time: 3020.37 ms [2020-12-06 09:34:00 main:581] : INFO : Epoch 1007 | loss: 0.0311342 | val_loss: 0.0311477 | Time: 3022.34 ms [2020-12-06 09:34:03 main:581] : INFO : Epoch 1008 | loss: 0.0311303 | val_loss: 0.0311603 | Time: 3020.49 ms [2020-12-06 09:34:06 main:581] : INFO : Epoch 1009 | loss: 0.0311337 | val_loss: 0.0311528 | Time: 3022.57 ms [2020-12-06 09:34:09 main:581] : INFO : Epoch 1010 | loss: 0.0311322 | val_loss: 0.0311518 | Time: 3020.67 ms [2020-12-06 09:34:12 main:581] : INFO : Epoch 1011 | loss: 0.0311369 | val_loss: 0.0311539 | Time: 3020.62 ms [2020-12-06 09:34:15 main:581] : INFO : Epoch 1012 | loss: 0.0311461 | val_loss: 0.0311528 | Time: 3020.09 ms [2020-12-06 09:34:18 main:581] : INFO : Epoch 1013 | loss: 0.0311355 | val_loss: 0.031152 | Time: 3020.84 ms [2020-12-06 09:34:21 main:581] : INFO : Epoch 1014 | loss: 0.0311314 | val_loss: 0.0311487 | Time: 3021.48 ms [2020-12-06 09:34:24 main:581] : INFO : Epoch 1015 | loss: 0.0311308 | val_loss: 0.0311486 | Time: 3020.54 ms [2020-12-06 09:34:27 main:581] : INFO : Epoch 1016 | loss: 0.0311305 | val_loss: 0.0311535 | Time: 3021.36 ms [2020-12-06 09:34:30 main:581] : INFO : Epoch 1017 | loss: 0.0311347 | val_loss: 0.0311518 | Time: 3019.67 ms [2020-12-06 09:34:33 main:581] : INFO : Epoch 1018 | loss: 0.0311307 | val_loss: 0.0311512 | Time: 3022.06 ms [2020-12-06 09:34:36 main:581] : INFO : Epoch 1019 | loss: 0.0311277 | val_loss: 0.0311524 | Time: 3020.78 ms [2020-12-06 09:34:39 main:581] : INFO : Epoch 1020 | loss: 0.0311287 | val_loss: 0.0311513 | Time: 3019.65 ms [2020-12-06 09:34:42 main:581] : INFO : Epoch 1021 | loss: 0.0311259 | val_loss: 0.0311516 | Time: 3020.88 ms [2020-12-06 09:34:45 main:581] : INFO : Epoch 1022 | loss: 0.0311249 | val_loss: 0.0311521 | Time: 3019.5 ms [2020-12-06 09:34:48 main:581] : INFO : Epoch 1023 | loss: 0.0311254 | val_loss: 0.0311558 | Time: 3020.53 ms [2020-12-06 09:34:51 main:581] : INFO : Epoch 1024 | loss: 0.0311249 | val_loss: 0.0311596 | Time: 3020.96 ms [2020-12-06 09:34:51 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311596 [2020-12-06 09:34:51 main:610] : INFO : Saving end state to config to file [2020-12-06 09:34:51 main:615] : INFO : Success, exiting.. 09:34:51 (5814): 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)