Task 3848147
| Name | ParityMachine-1606531130-18559-12_0 |
| Workunit | 2014613 |
| Created | 25 Jan 2021, 22:53:35 UTC |
| Sent | 25 Jan 2021, 22:54:04 UTC |
| Report deadline | 1 Feb 2021, 22:54:04 UTC |
| Received | 26 Jan 2021, 4:09:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6151 |
| Run time | 35 min 13 sec |
| CPU time | 34 min 47 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,790.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> oss: 0.0311351 | val_loss: 0.0311472 | Time: 2045.45 ms [2021-01-26 04:28:17 main:574] : INFO : Epoch 515 | loss: 0.0311334 | val_loss: 0.0311467 | Time: 2047.04 ms [2021-01-26 04:28:19 main:574] : INFO : Epoch 516 | loss: 0.0311347 | val_loss: 0.0311494 | Time: 2043.11 ms [2021-01-26 04:28:21 main:574] : INFO : Epoch 517 | loss: 0.0311447 | val_loss: 0.0311517 | Time: 2042.82 ms [2021-01-26 04:28:23 main:574] : INFO : Epoch 518 | loss: 0.0311448 | val_loss: 0.0311517 | Time: 2042.98 ms [2021-01-26 04:28:25 main:574] : INFO : Epoch 519 | loss: 0.0311489 | val_loss: 0.0311553 | Time: 2048.67 ms [2021-01-26 04:28:28 main:574] : INFO : Epoch 520 | loss: 0.0311494 | val_loss: 0.0311565 | Time: 2040.76 ms [2021-01-26 04:28:30 main:574] : INFO : Epoch 521 | loss: 0.0311675 | val_loss: 0.0311622 | Time: 2044.08 ms [2021-01-26 04:28:32 main:574] : INFO : Epoch 522 | loss: 0.0311687 | val_loss: 0.0311768 | Time: 2043.42 ms [2021-01-26 04:28:34 main:574] : INFO : Epoch 523 | loss: 0.0311604 | val_loss: 0.0311613 | Time: 2043.9 ms [2021-01-26 04:28:36 main:574] : INFO : Epoch 524 | loss: 0.0311548 | val_loss: 0.0311613 | Time: 2042.13 ms [2021-01-26 04:28:38 main:574] : INFO : Epoch 525 | loss: 0.0311518 | val_loss: 0.0311557 | Time: 2039.78 ms [2021-01-26 04:28:40 main:574] : INFO : Epoch 526 | loss: 0.0311506 | val_loss: 0.031155 | Time: 2045.51 ms [2021-01-26 04:28:42 main:574] : INFO : Epoch 527 | loss: 0.0311475 | val_loss: 0.0311559 | Time: 2050.43 ms [2021-01-26 04:28:44 main:574] : INFO : Epoch 528 | loss: 0.0311477 | val_loss: 0.0311574 | Time: 2047.77 ms [2021-01-26 04:28:46 main:574] : INFO : Epoch 529 | loss: 0.0311512 | val_loss: 0.0311571 | Time: 2041.98 ms [2021-01-26 04:28:48 main:574] : INFO : Epoch 530 | loss: 0.0311476 | val_loss: 0.0311569 | Time: 2041.77 ms [2021-01-26 04:28:50 main:574] : INFO : Epoch 531 | loss: 0.0311474 | val_loss: 0.0311549 | Time: 2042.98 ms [2021-01-26 04:28:52 main:574] : INFO : Epoch 532 | loss: 0.0311471 | val_loss: 0.0311538 | Time: 2044 ms [2021-01-26 04:28:54 main:574] : INFO : Epoch 533 | loss: 0.0311472 | val_loss: 0.0311561 | Time: 2048.92 ms [2021-01-26 04:28:56 main:574] : INFO : Epoch 534 | loss: 0.0311469 | val_loss: 0.0311582 | Time: 2040.44 ms [2021-01-26 04:28:58 main:574] : INFO : Epoch 535 | loss: 0.0311451 | val_loss: 0.0311562 | Time: 2044.49 ms [2021-01-26 04:29:00 main:574] : INFO : Epoch 536 | loss: 0.0311443 | val_loss: 0.0311557 | Time: 2045.95 ms [2021-01-26 04:29:02 main:574] : INFO : Epoch 537 | loss: 0.0311459 | val_loss: 0.0311564 | Time: 2051.83 ms [2021-01-26 04:29:05 main:574] : INFO : Epoch 538 | loss: 0.0311462 | val_loss: 0.0311551 | Time: 2044.79 ms [2021-01-26 04:29:07 main:574] : INFO : Epoch 539 | loss: 0.0311442 | val_loss: 0.0311528 | Time: 2044 ms [2021-01-26 04:29:09 main:574] : INFO : Epoch 540 | loss: 0.0311438 | val_loss: 0.0311525 | Time: 2050.31 ms [2021-01-26 04:29:11 main:574] : INFO : Epoch 541 | loss: 0.0311427 | val_loss: 0.0311538 | Time: 2051.68 ms [2021-01-26 04:29:13 main:574] : INFO : Epoch 542 | loss: 0.0311417 | val_loss: 0.0311555 | Time: 2043.67 ms [2021-01-26 04:29:15 main:574] : INFO : Epoch 543 | loss: 0.0311433 | val_loss: 0.0311535 | Time: 2045.8 ms [2021-01-26 04:29:17 main:574] : INFO : Epoch 544 | loss: 0.0311441 | val_loss: 0.0311556 | Time: 2048.41 ms [2021-01-26 04:29:19 main:574] : INFO : Epoch 545 | loss: 0.0311463 | val_loss: 0.0311602 | Time: 2046.04 ms [2021-01-26 04:29:21 main:574] : INFO : Epoch 546 | loss: 0.0311452 | val_loss: 0.0311554 | Time: 2040.23 ms [2021-01-26 04:29:23 main:574] : INFO : Epoch 547 | loss: 0.0311436 | val_loss: 0.0311532 | Time: 2045.71 ms [2021-01-26 04:29:25 main:574] : INFO : Epoch 548 | loss: 0.0311431 | val_loss: 0.031157 | Time: 2046.96 ms [2021-01-26 04:29:27 main:574] : INFO : Epoch 549 | loss: 0.0311443 | val_loss: 0.031154 | Time: 2047.73 ms [2021-01-26 04:29:29 main:574] : INFO : Epoch 550 | loss: 0.0311439 | val_loss: 0.0311562 | Time: 2043.86 ms [2021-01-26 04:29:31 main:574] : INFO : Epoch 551 | loss: 0.0311427 | val_loss: 0.0311531 | Time: 2050.42 ms [2021-01-26 04:29:33 main:574] : INFO : Epoch 552 | loss: 0.0311432 | val_loss: 0.0311522 | Time: 2037.82 ms [2021-01-26 04:29:35 main:574] : INFO : Epoch 553 | loss: 0.0311416 | val_loss: 0.0311505 | Time: 2053.53 ms [2021-01-26 04:29:37 main:574] : INFO : Epoch 554 | loss: 0.03114 | val_loss: 0.0311522 | Time: 2048.31 ms [2021-01-26 04:29:40 main:574] : INFO : Epoch 555 | loss: 0.0311393 | val_loss: 0.0311512 | Time: 2048.95 ms [2021-01-26 04:29:42 main:574] : INFO : Epoch 556 | loss: 0.0311406 | val_loss: 0.0311483 | Time: 2044.84 ms [2021-01-26 04:29:44 main:574] : INFO : Epoch 557 | loss: 0.0311393 | val_loss: 0.0311487 | Time: 2039.43 ms [2021-01-26 04:29:46 main:574] : INFO : Epoch 558 | loss: 0.0311396 | val_loss: 0.0311492 | Time: 2041.34 ms [2021-01-26 04:29:48 main:574] : INFO : Epoch 559 | loss: 0.0311417 | val_loss: 0.0311495 | Time: 2041.69 ms [2021-01-26 04:29:50 main:574] : INFO : Epoch 560 | loss: 0.0311404 | val_loss: 0.0311472 | Time: 2040.48 ms [2021-01-26 04:29:52 main:574] : INFO : Epoch 561 | loss: 0.0311389 | val_loss: 0.0311465 | Time: 2042.61 ms [2021-01-26 04:29:54 main:574] : INFO : Epoch 562 | loss: 0.0311383 | val_loss: 0.0311473 | Time: 2047.04 ms [2021-01-26 04:29:56 main:574] : INFO : Epoch 563 | loss: 0.0311379 | val_loss: 0.0311489 | Time: 2044.91 ms [2021-01-26 04:29:58 main:574] : INFO : Epoch 564 | loss: 0.0311382 | val_loss: 0.0311469 | Time: 2041.76 ms [2021-01-26 04:30:00 main:574] : INFO : Epoch 565 | loss: 0.0311382 | val_loss: 0.0311479 | Time: 2051.51 ms [2021-01-26 04:30:02 main:574] : INFO : Epoch 566 | loss: 0.031138 | val_loss: 0.0311465 | Time: 2047.98 ms [2021-01-26 04:30:04 main:574] : INFO : Epoch 567 | loss: 0.031138 | val_loss: 0.0311486 | Time: 2046.07 ms [2021-01-26 04:30:06 main:574] : INFO : Epoch 568 | loss: 0.0311387 | val_loss: 0.0311472 | Time: 2049.34 ms [2021-01-26 04:30:08 main:574] : INFO : Epoch 569 | loss: 0.0311378 | val_loss: 0.0311473 | Time: 2046.07 ms [2021-01-26 04:30:10 main:574] : INFO : Epoch 570 | loss: 0.0311374 | val_loss: 0.0311465 | Time: 2046.46 ms [2021-01-26 04:30:12 main:574] : INFO : Epoch 571 | loss: 0.0311387 | val_loss: 0.0311508 | Time: 2046.75 ms [2021-01-26 04:30:14 main:574] : INFO : Epoch 572 | loss: 0.031139 | val_loss: 0.0311495 | Time: 2040.29 ms [2021-01-26 04:30:17 main:574] : INFO : Epoch 573 | loss: 0.0311389 | val_loss: 0.0311488 | Time: 2042.36 ms [2021-01-26 04:30:19 main:574] : INFO : Epoch 574 | loss: 0.0311371 | val_loss: 0.0311486 | Time: 2041.73 ms [2021-01-26 04:30:21 main:574] : INFO : Epoch 575 | loss: 0.0311364 | val_loss: 0.0311482 | Time: 2047.75 ms [2021-01-26 04:30:23 main:574] : INFO : Epoch 576 | loss: 0.0311385 | val_loss: 0.0311515 | Time: 2046.34 ms [2021-01-26 04:30:25 main:574] : INFO : Epoch 577 | loss: 0.0311405 | val_loss: 0.0311512 | Time: 2046.31 ms [2021-01-26 04:30:27 main:574] : INFO : Epoch 578 | loss: 0.0311422 | val_loss: 0.0311504 | Time: 2045.82 ms [2021-01-26 04:30:29 main:574] : INFO : Epoch 579 | loss: 0.0311412 | val_loss: 0.0311474 | Time: 2048.17 ms [2021-01-26 04:30:31 main:574] : INFO : Epoch 580 | loss: 0.0311395 | val_loss: 0.0311463 | Time: 2047.31 ms [2021-01-26 04:30:33 main:574] : INFO : Epoch 581 | loss: 0.0311413 | val_loss: 0.0311476 | Time: 2044.45 ms [2021-01-26 04:30:35 main:574] : INFO : Epoch 582 | loss: 0.0311417 | val_loss: 0.0311509 | Time: 2040.21 ms [2021-01-26 04:30:37 main:574] : INFO : Epoch 583 | loss: 0.031143 | val_loss: 0.0311479 | Time: 2050.61 ms [2021-01-26 04:30:39 main:574] : INFO : Epoch 584 | loss: 0.0311417 | val_loss: 0.0311466 | Time: 2055.48 ms [2021-01-26 04:30:41 main:574] : INFO : Epoch 585 | loss: 0.0311431 | val_loss: 0.0311451 | Time: 2041.74 ms [2021-01-26 04:30:43 main:574] : INFO : Epoch 586 | loss: 0.0311419 | val_loss: 0.031147 | Time: 2046.46 ms [2021-01-26 04:30:45 main:574] : INFO : Epoch 587 | loss: 0.0311424 | val_loss: 0.0311502 | Time: 2046.26 ms [2021-01-26 04:30:47 main:574] : INFO : Epoch 588 | loss: 0.031142 | val_loss: 0.031149 | Time: 2043.48 ms [2021-01-26 04:30:49 main:574] : INFO : Epoch 589 | loss: 0.0311411 | val_loss: 0.0311469 | Time: 2047.2 ms [2021-01-26 04:30:51 main:574] : INFO : Epoch 590 | loss: 0.0311445 | val_loss: 0.0311491 | Time: 2040.06 ms [2021-01-26 04:30:54 main:574] : INFO : Epoch 591 | loss: 0.0311468 | val_loss: 0.0311525 | Time: 2044.19 ms [2021-01-26 04:30:56 main:574] : INFO : Epoch 592 | loss: 0.0311459 | val_loss: 0.0311532 | Time: 2042.19 ms [2021-01-26 04:30:58 main:574] : INFO : Epoch 593 | loss: 0.0311419 | val_loss: 0.0311464 | Time: 2049.08 ms [2021-01-26 04:31:00 main:574] : INFO : Epoch 594 | loss: 0.0311401 | val_loss: 0.0311458 | Time: 2048.24 ms [2021-01-26 04:31:02 main:574] : INFO : Epoch 595 | loss: 0.0311393 | val_loss: 0.0311493 | Time: 2047.15 ms [2021-01-26 04:31:04 main:574] : INFO : Epoch 596 | loss: 0.0311395 | val_loss: 0.0311465 | Time: 2047.68 ms [2021-01-26 04:31:06 main:574] : INFO : Epoch 597 | loss: 0.0311392 | val_loss: 0.0311483 | Time: 2045.97 ms [2021-01-26 04:31:08 main:574] : INFO : Epoch 598 | loss: 0.0311402 | val_loss: 0.0311522 | Time: 2043.41 ms [2021-01-26 04:31:10 main:574] : INFO : Epoch 599 | loss: 0.0311422 | val_loss: 0.0311504 | Time: 2052.74 ms [2021-01-26 04:31:12 main:574] : INFO : Epoch 600 | loss: 0.0311422 | val_loss: 0.0311467 | Time: 2047.45 ms [2021-01-26 04:31:14 main:574] : INFO : Epoch 601 | loss: 0.0311422 | val_loss: 0.0311489 | Time: 2040.54 ms [2021-01-26 04:31:16 main:574] : INFO : Epoch 602 | loss: 0.0311405 | val_loss: 0.0311507 | Time: 2046.48 ms [2021-01-26 04:31:18 main:574] : INFO : Epoch 603 | loss: 0.0311397 | val_loss: 0.0311504 | Time: 2048.03 ms [2021-01-26 04:31:20 main:574] : INFO : Epoch 604 | loss: 0.0311441 | val_loss: 0.0311494 | Time: 2046.85 ms [2021-01-26 04:31:22 main:574] : INFO : Epoch 605 | loss: 0.0311418 | val_loss: 0.0311519 | Time: 2048.32 ms [2021-01-26 04:31:24 main:574] : INFO : Epoch 606 | loss: 0.0311417 | val_loss: 0.0311511 | Time: 2048.01 ms [2021-01-26 04:31:26 main:574] : INFO : Epoch 607 | loss: 0.031142 | val_loss: 0.031154 | Time: 2043.35 ms [2021-01-26 04:31:29 main:574] : INFO : Epoch 608 | loss: 0.0311428 | val_loss: 0.031153 | Time: 2045.61 ms [2021-01-26 04:31:31 main:574] : INFO : Epoch 609 | loss: 0.0311408 | val_loss: 0.0311479 | Time: 2045.64 ms [2021-01-26 04:31:33 main:574] : INFO : Epoch 610 | loss: 0.03114 | val_loss: 0.0311457 | Time: 2046.38 ms [2021-01-26 04:31:35 main:574] : INFO : Epoch 611 | loss: 0.03114 | val_loss: 0.0311454 | Time: 2044.88 ms [2021-01-26 04:31:37 main:574] : INFO : Epoch 612 | loss: 0.0311391 | val_loss: 0.0311524 | Time: 2043.79 ms [2021-01-26 04:31:39 main:574] : INFO : Epoch 613 | loss: 0.0311404 | val_loss: 0.0311459 | Time: 2046.08 ms [2021-01-26 04:31:41 main:574] : INFO : Epoch 614 | loss: 0.031139 | val_loss: 0.0311465 | Time: 2052.43 ms [2021-01-26 04:31:43 main:574] : INFO : Epoch 615 | loss: 0.0311381 | val_loss: 0.0311478 | Time: 2051.78 ms [2021-01-26 04:31:45 main:574] : INFO : Epoch 616 | loss: 0.0311393 | val_loss: 0.0311484 | Time: 2047.91 ms [2021-01-26 04:31:47 main:574] : INFO : Epoch 617 | loss: 0.0311385 | val_loss: 0.0311475 | Time: 2042.34 ms [2021-01-26 04:31:49 main:574] : INFO : Epoch 618 | loss: 0.0311384 | val_loss: 0.0311464 | Time: 2037.94 ms [2021-01-26 04:31:51 main:574] : INFO : Epoch 619 | loss: 0.0311371 | val_loss: 0.0311466 | Time: 2049.62 ms [2021-01-26 04:31:53 main:574] : INFO : Epoch 620 | loss: 0.0311373 | val_loss: 0.0311487 | Time: 2042.08 ms [2021-01-26 04:31:55 main:574] : INFO : Epoch 621 | loss: 0.0311389 | val_loss: 0.0311488 | Time: 2044.56 ms [2021-01-26 04:31:57 main:574] : INFO : Epoch 622 | loss: 0.031138 | val_loss: 0.031146 | Time: 2042.29 ms [2021-01-26 04:31:59 main:574] : INFO : Epoch 623 | loss: 0.0311371 | val_loss: 0.0311474 | Time: 2053.18 ms [2021-01-26 04:32:01 main:574] : INFO : Epoch 624 | loss: 0.0311395 | val_loss: 0.0311488 | Time: 2049.61 ms [2021-01-26 04:32:04 main:574] : INFO : Epoch 625 | loss: 0.0311386 | val_loss: 0.0311436 | Time: 2045.8 ms [2021-01-26 04:32:06 main:574] : INFO : Epoch 626 | loss: 0.0311364 | val_loss: 0.0311477 | Time: 2048.5 ms [2021-01-26 04:32:08 main:574] : INFO : Epoch 627 | loss: 0.0311367 | val_loss: 0.0311453 | Time: 2040.26 ms [2021-01-26 04:32:10 main:574] : INFO : Epoch 628 | loss: 0.031135 | val_loss: 0.0311444 | Time: 2045.69 ms [2021-01-26 04:32:12 main:574] : INFO : Epoch 629 | loss: 0.031135 | val_loss: 0.0311457 | Time: 2043.13 ms [2021-01-26 04:32:14 main:574] : INFO : Epoch 630 | loss: 0.0311365 | val_loss: 0.0311487 | Time: 2045.93 ms [2021-01-26 04:32:16 main:574] : INFO : Epoch 631 | loss: 0.0311387 | val_loss: 0.0311481 | Time: 2040.21 ms [2021-01-26 04:32:18 main:574] : INFO : Epoch 632 | loss: 0.0311363 | val_loss: 0.0311453 | Time: 2048.82 ms [2021-01-26 04:32:20 main:574] : INFO : Epoch 633 | loss: 0.0311357 | val_loss: 0.0311447 | Time: 2041.74 ms [2021-01-26 04:32:22 main:574] : INFO : Epoch 634 | loss: 0.0311378 | val_loss: 0.0311481 | Time: 2042.24 ms [2021-01-26 04:32:24 main:574] : INFO : Epoch 635 | loss: 0.0311377 | val_loss: 0.0311501 | Time: 2046.68 ms [2021-01-26 04:32:26 main:574] : INFO : Epoch 636 | loss: 0.0311361 | val_loss: 0.0311474 | Time: 2046.8 ms [2021-01-26 04:32:28 main:574] : INFO : Epoch 637 | loss: 0.031138 | val_loss: 0.0311477 | Time: 2042.48 ms [2021-01-26 04:32:30 main:574] : INFO : Epoch 638 | loss: 0.0311385 | val_loss: 0.031148 | Time: 2041.42 ms [2021-01-26 04:32:32 main:574] : INFO : Epoch 639 | loss: 0.0311402 | val_loss: 0.0311492 | Time: 2056.54 ms [2021-01-26 04:32:34 main:574] : INFO : Epoch 640 | loss: 0.0311384 | val_loss: 0.031148 | Time: 2044.63 ms [2021-01-26 04:32:36 main:574] : INFO : Epoch 641 | loss: 0.0311377 | val_loss: 0.0311474 | Time: 2044.85 ms [2021-01-26 04:32:38 main:574] : INFO : Epoch 642 | loss: 0.0311366 | val_loss: 0.0311472 | Time: 2040.06 ms [2021-01-26 04:32:41 main:574] : INFO : Epoch 643 | loss: 0.0311365 | val_loss: 0.0311486 | Time: 2047.87 ms [2021-01-26 04:32:43 main:574] : INFO : Epoch 644 | loss: 0.0311374 | val_loss: 0.0311498 | Time: 2048.48 ms [2021-01-26 04:32:45 main:574] : INFO : Epoch 645 | loss: 0.0311388 | val_loss: 0.031155 | Time: 2043.7 ms [2021-01-26 04:32:47 main:574] : INFO : Epoch 646 | loss: 0.0311391 | val_loss: 0.0311557 | Time: 2048.55 ms [2021-01-26 04:32:49 main:574] : INFO : Epoch 647 | loss: 0.0311394 | val_loss: 0.0311582 | Time: 2043.31 ms [2021-01-26 04:32:51 main:574] : INFO : Epoch 648 | loss: 0.0311408 | val_loss: 0.0311543 | Time: 2045.94 ms [2021-01-26 04:32:53 main:574] : INFO : Epoch 649 | loss: 0.0311401 | val_loss: 0.0311546 | Time: 2040.01 ms [2021-01-26 04:32:55 main:574] : INFO : Epoch 650 | loss: 0.0311401 | val_loss: 0.0311564 | Time: 2045.26 ms [2021-01-26 04:32:57 main:574] : INFO : Epoch 651 | loss: 0.0311385 | val_loss: 0.0311516 | Time: 2049.22 ms [2021-01-26 04:32:59 main:574] : INFO : Epoch 652 | loss: 0.031138 | val_loss: 0.0311505 | Time: 2046.12 ms [2021-01-26 04:33:01 main:574] : INFO : Epoch 653 | loss: 0.0311375 | val_loss: 0.0311561 | Time: 2038.6 ms [2021-01-26 04:33:03 main:574] : INFO : Epoch 654 | loss: 0.0311396 | val_loss: 0.0311599 | Time: 2043.77 ms [2021-01-26 04:33:05 main:574] : INFO : Epoch 655 | loss: 0.0311385 | val_loss: 0.0311487 | Time: 2049.5 ms [2021-01-26 04:33:07 main:574] : INFO : Epoch 656 | loss: 0.0311376 | val_loss: 0.0311482 | Time: 2043.92 ms [2021-01-26 04:33:09 main:574] : INFO : Epoch 657 | loss: 0.031136 | val_loss: 0.0311511 | Time: 2043.45 ms [2021-01-26 04:33:11 main:574] : INFO : Epoch 658 | loss: 0.0311368 | val_loss: 0.0311496 | Time: 2044.11 ms [2021-01-26 04:33:13 main:574] : INFO : Epoch 659 | loss: 0.0311383 | val_loss: 0.0311486 | Time: 2048.52 ms [2021-01-26 04:33:15 main:574] : INFO : Epoch 660 | loss: 0.0311386 | val_loss: 0.0311501 | Time: 2038.7 ms [2021-01-26 04:33:18 main:574] : INFO : Epoch 661 | loss: 0.0311415 | val_loss: 0.0311503 | Time: 2044.83 ms [2021-01-26 04:33:20 main:574] : INFO : Epoch 662 | loss: 0.0311414 | val_loss: 0.0311506 | Time: 2047.38 ms [2021-01-26 04:33:22 main:574] : INFO : Epoch 663 | loss: 0.0311407 | val_loss: 0.0311507 | Time: 2046.9 ms [2021-01-26 04:33:24 main:574] : INFO : Epoch 664 | loss: 0.0311443 | val_loss: 0.0311482 | Time: 2063.77 ms [2021-01-26 04:33:26 main:574] : INFO : Epoch 665 | loss: 0.0311457 | val_loss: 0.031148 | Time: 2045.51 ms [2021-01-26 04:33:28 main:574] : INFO : Epoch 666 | loss: 0.031146 | val_loss: 0.0311526 | Time: 2038.62 ms [2021-01-26 04:33:30 main:574] : INFO : Epoch 667 | loss: 0.0311466 | val_loss: 0.031149 | Time: 2050.04 ms [2021-01-26 04:33:32 main:574] : INFO : Epoch 668 | loss: 0.0311451 | val_loss: 0.0311477 | Time: 2047.16 ms [2021-01-26 04:33:34 main:574] : INFO : Epoch 669 | loss: 0.0311443 | val_loss: 0.0311463 | Time: 2039.59 ms [2021-01-26 04:33:36 main:574] : INFO : Epoch 670 | loss: 0.0311431 | val_loss: 0.0311439 | Time: 2045.97 ms [2021-01-26 04:33:38 main:574] : INFO : Epoch 671 | loss: 0.0311434 | val_loss: 0.0311448 | Time: 2049.11 ms [2021-01-26 04:33:40 main:574] : INFO : Epoch 672 | loss: 0.0311429 | val_loss: 0.0311458 | Time: 2049.14 ms [2021-01-26 04:33:42 main:574] : INFO : Epoch 673 | loss: 0.0311429 | val_loss: 0.0311481 | Time: 2050.59 ms [2021-01-26 04:33:44 main:574] : INFO : Epoch 674 | loss: 0.0311428 | val_loss: 0.0311443 | Time: 2044.26 ms [2021-01-26 04:33:46 main:574] : INFO : Epoch 675 | loss: 0.0311419 | val_loss: 0.0311449 | Time: 2040.53 ms [2021-01-26 04:33:48 main:574] : INFO : Epoch 676 | loss: 0.031141 | val_loss: 0.0311451 | Time: 2048.84 ms [2021-01-26 04:33:50 main:574] : INFO : Epoch 677 | loss: 0.0311413 | val_loss: 0.0311434 | Time: 2046.72 ms [2021-01-26 04:33:53 main:574] : INFO : Epoch 678 | loss: 0.0311393 | val_loss: 0.0311482 | Time: 2045.54 ms [2021-01-26 04:33:55 main:574] : INFO : Epoch 679 | loss: 0.0311391 | val_loss: 0.0311489 | Time: 2039.64 ms [2021-01-26 04:33:57 main:574] : INFO : Epoch 680 | loss: 0.0311398 | val_loss: 0.0311504 | Time: 2049.27 ms [2021-01-26 04:33:59 main:574] : INFO : Epoch 681 | loss: 0.0311404 | val_loss: 0.0311506 | Time: 2041.98 ms [2021-01-26 04:34:01 main:574] : INFO : Epoch 682 | loss: 0.0311389 | val_loss: 0.0311427 | Time: 2038.47 ms [2021-01-26 04:34:03 main:574] : INFO : Epoch 683 | loss: 0.0311386 | val_loss: 0.0311465 | Time: 2048.56 ms [2021-01-26 04:34:05 main:574] : INFO : Epoch 684 | loss: 0.0311395 | val_loss: 0.0311483 | Time: 2043.72 ms [2021-01-26 04:34:07 main:574] : INFO : Epoch 685 | loss: 0.0311417 | val_loss: 0.031148 | Time: 2041.04 ms [2021-01-26 04:34:09 main:574] : INFO : Epoch 686 | loss: 0.0311375 | val_loss: 0.031147 | Time: 2048.49 ms [2021-01-26 04:34:11 main:574] : INFO : Epoch 687 | loss: 0.0311378 | val_loss: 0.031146 | Time: 2043.32 ms [2021-01-26 04:34:13 main:574] : INFO : Epoch 688 | loss: 0.031137 | val_loss: 0.0311436 | Time: 2048.45 ms [2021-01-26 04:34:15 main:574] : INFO : Epoch 689 | loss: 0.0311376 | val_loss: 0.0311438 | Time: 2051.07 ms [2021-01-26 04:34:17 main:574] : INFO : Epoch 690 | loss: 0.0311387 | val_loss: 0.0311454 | Time: 2044.08 ms [2021-01-26 04:34:19 main:574] : INFO : Epoch 691 | loss: 0.0311368 | val_loss: 0.0311455 | Time: 2048.65 ms [2021-01-26 04:34:21 main:574] : INFO : Epoch 692 | loss: 0.0311366 | val_loss: 0.0311449 | Time: 2050.21 ms [2021-01-26 04:34:23 main:574] : INFO : Epoch 693 | loss: 0.0311358 | val_loss: 0.0311506 | Time: 2043.59 ms [2021-01-26 04:34:25 main:574] : INFO : Epoch 694 | loss: 0.031138 | val_loss: 0.0311437 | Time: 2042.09 ms [2021-01-26 04:34:27 main:574] : INFO : Epoch 695 | loss: 0.0311383 | val_loss: 0.0311432 | Time: 2047.43 ms [2021-01-26 04:34:30 main:574] : INFO : Epoch 696 | loss: 0.0311383 | val_loss: 0.0311424 | Time: 2045.34 ms [2021-01-26 04:34:32 main:574] : INFO : Epoch 697 | loss: 0.0311371 | val_loss: 0.0311444 | Time: 2045.32 ms [2021-01-26 04:34:34 main:574] : INFO : Epoch 698 | loss: 0.031136 | val_loss: 0.0311432 | Time: 2042.81 ms [2021-01-26 04:34:36 main:574] : INFO : Epoch 699 | loss: 0.0311358 | val_loss: 0.0311439 | Time: 2050.98 ms [2021-01-26 04:34:38 main:574] : INFO : Epoch 700 | loss: 0.0311352 | val_loss: 0.0311445 | Time: 2042.16 ms [2021-01-26 04:34:40 main:574] : INFO : Epoch 701 | loss: 0.0311336 | val_loss: 0.0311462 | Time: 2044.93 ms [2021-01-26 04:34:42 main:574] : INFO : Epoch 702 | loss: 0.0311364 | val_loss: 0.0311471 | Time: 2040.78 ms [2021-01-26 04:34:44 main:574] : INFO : Epoch 703 | loss: 0.0311388 | val_loss: 0.0311508 | Time: 2043.34 ms [2021-01-26 04:34:46 main:574] : INFO : Epoch 704 | loss: 0.0311393 | val_loss: 0.0311493 | Time: 2042.1 ms [2021-01-26 04:34:48 main:574] : INFO : Epoch 705 | loss: 0.0311366 | val_loss: 0.031146 | Time: 2041.85 ms [2021-01-26 04:34:50 main:574] : INFO : Epoch 706 | loss: 0.0311362 | val_loss: 0.0311447 | Time: 2043.24 ms [2021-01-26 04:34:52 main:574] : INFO : Epoch 707 | loss: 0.0311362 | val_loss: 0.0311477 | Time: 2042.53 ms [2021-01-26 04:34:54 main:574] : INFO : Epoch 708 | loss: 0.0311349 | val_loss: 0.0311447 | Time: 2047.24 ms [2021-01-26 04:34:56 main:574] : INFO : Epoch 709 | loss: 0.0311343 | val_loss: 0.0311457 | Time: 2041.44 ms [2021-01-26 04:34:58 main:574] : INFO : Epoch 710 | loss: 0.0311347 | val_loss: 0.0311474 | Time: 2048.65 ms [2021-01-26 04:35:00 main:574] : INFO : Epoch 711 | loss: 0.0311335 | val_loss: 0.0311461 | Time: 2050.42 ms [2021-01-26 04:35:02 main:574] : INFO : Epoch 712 | loss: 0.0311372 | val_loss: 0.031149 | Time: 2051 ms [2021-01-26 04:35:04 main:574] : INFO : Epoch 713 | loss: 0.031136 | val_loss: 0.031148 | Time: 2041.5 ms [2021-01-26 04:35:07 main:574] : INFO : Epoch 714 | loss: 0.0311349 | val_loss: 0.0311464 | Time: 2040.45 ms [2021-01-26 04:35:09 main:574] : INFO : Epoch 715 | loss: 0.0311354 | val_loss: 0.031143 | Time: 2041.15 ms [2021-01-26 04:35:11 main:574] : INFO : Epoch 716 | loss: 0.0311353 | val_loss: 0.0311521 | Time: 2051.3 ms [2021-01-26 04:35:13 main:574] : INFO : Epoch 717 | loss: 0.0311359 | val_loss: 0.0311474 | Time: 2046.87 ms [2021-01-26 04:35:15 main:574] : INFO : Epoch 718 | loss: 0.0311328 | val_loss: 0.031146 | Time: 2044.68 ms [2021-01-26 04:35:17 main:574] : INFO : Epoch 719 | loss: 0.0311309 | val_loss: 0.0311453 | Time: 2047.28 ms [2021-01-26 04:35:19 main:574] : INFO : Epoch 720 | loss: 0.0311327 | val_loss: 0.0311469 | Time: 2048.77 ms [2021-01-26 04:35:21 main:574] : INFO : Epoch 721 | loss: 0.0311333 | val_loss: 0.031147 | Time: 2047.67 ms [2021-01-26 04:35:23 main:574] : INFO : Epoch 722 | loss: 0.0311332 | val_loss: 0.0311455 | Time: 2037.11 ms [2021-01-26 04:35:25 main:574] : INFO : Epoch 723 | loss: 0.0311334 | val_loss: 0.0311477 | Time: 2046.09 ms [2021-01-26 04:35:27 main:574] : INFO : Epoch 724 | loss: 0.0311332 | val_loss: 0.0311463 | Time: 2053.79 ms [2021-01-26 04:35:29 main:574] : INFO : Epoch 725 | loss: 0.0311325 | val_loss: 0.0311497 | Time: 2044.83 ms [2021-01-26 04:35:31 main:574] : INFO : Epoch 726 | loss: 0.0311313 | val_loss: 0.0311445 | Time: 2042.58 ms [2021-01-26 04:35:33 main:574] : INFO : Epoch 727 | loss: 0.0311338 | val_loss: 0.0311483 | Time: 2051.15 ms [2021-01-26 04:35:35 main:574] : INFO : Epoch 728 | loss: 0.0311369 | val_loss: 0.0311488 | Time: 2046.33 ms [2021-01-26 04:35:37 main:574] : INFO : Epoch 729 | loss: 0.0311363 | val_loss: 0.0311478 | Time: 2043.45 ms [2021-01-26 04:35:39 main:574] : INFO : Epoch 730 | loss: 0.0311351 | val_loss: 0.0311486 | Time: 2040.93 ms [2021-01-26 04:35:41 main:574] : INFO : Epoch 731 | loss: 0.0311395 | val_loss: 0.0311551 | Time: 2041.59 ms [2021-01-26 04:35:44 main:574] : INFO : Epoch 732 | loss: 0.0311352 | val_loss: 0.0311477 | Time: 2053.42 ms [2021-01-26 04:35:46 main:574] : INFO : Epoch 733 | loss: 0.031135 | val_loss: 0.0311469 | Time: 2046.02 ms [2021-01-26 04:35:48 main:574] : INFO : Epoch 734 | loss: 0.0311357 | val_loss: 0.0311499 | Time: 2045.59 ms [2021-01-26 04:35:50 main:574] : INFO : Epoch 735 | loss: 0.0311446 | val_loss: 0.0311553 | Time: 2043.87 ms [2021-01-26 04:35:52 main:574] : INFO : Epoch 736 | loss: 0.0311429 | val_loss: 0.0311483 | Time: 2043.64 ms [2021-01-26 04:35:54 main:574] : INFO : Epoch 737 | loss: 0.0311416 | val_loss: 0.0311483 | Time: 2041.45 ms [2021-01-26 04:35:56 main:574] : INFO : Epoch 738 | loss: 0.0311438 | val_loss: 0.031146 | Time: 2039.92 ms [2021-01-26 04:35:58 main:574] : INFO : Epoch 739 | loss: 0.0311432 | val_loss: 0.031147 | Time: 2047.35 ms [2021-01-26 04:36:00 main:574] : INFO : Epoch 740 | loss: 0.0311401 | val_loss: 0.0311456 | Time: 2046.35 ms [2021-01-26 04:36:02 main:574] : INFO : Epoch 741 | loss: 0.0311398 | val_loss: 0.0311474 | Time: 2041.28 ms [2021-01-26 04:36:04 main:574] : INFO : Epoch 742 | loss: 0.0311388 | val_loss: 0.0311483 | Time: 2044.83 ms [2021-01-26 04:36:06 main:574] : INFO : Epoch 743 | loss: 0.0311392 | val_loss: 0.0311451 | Time: 2045.95 ms [2021-01-26 04:36:08 main:574] : INFO : Epoch 744 | loss: 0.0311375 | val_loss: 0.0311459 | Time: 2049.35 ms [2021-01-26 04:36:10 main:574] : INFO : Epoch 745 | loss: 0.0311377 | val_loss: 0.031144 | Time: 2045.46 ms [2021-01-26 04:36:12 main:574] : INFO : Epoch 746 | loss: 0.031139 | val_loss: 0.0311455 | Time: 2047.18 ms [2021-01-26 04:36:14 main:574] : INFO : Epoch 747 | loss: 0.0311369 | val_loss: 0.0311463 | Time: 2048.63 ms [2021-01-26 04:36:16 main:574] : INFO : Epoch 748 | loss: 0.0311356 | val_loss: 0.0311475 | Time: 2041.46 ms [2021-01-26 04:36:19 main:574] : INFO : Epoch 749 | loss: 0.0311371 | val_loss: 0.0311489 | Time: 2042.93 ms [2021-01-26 04:36:21 main:574] : INFO : Epoch 750 | loss: 0.0311367 | val_loss: 0.0311453 | Time: 2043.35 ms [2021-01-26 04:36:23 main:574] : INFO : Epoch 751 | loss: 0.0311358 | val_loss: 0.0311462 | Time: 2048.37 ms [2021-01-26 04:36:25 main:574] : INFO : Epoch 752 | loss: 0.0311364 | val_loss: 0.0311474 | Time: 2047.13 ms [2021-01-26 04:36:27 main:574] : INFO : Epoch 753 | loss: 0.0311388 | val_loss: 0.0311476 | Time: 2050.27 ms [2021-01-26 04:36:29 main:574] : INFO : Epoch 754 | loss: 0.0311356 | val_loss: 0.0311475 | Time: 2042.66 ms [2021-01-26 04:36:31 main:574] : INFO : Epoch 755 | loss: 0.0311352 | val_loss: 0.031147 | Time: 2049.86 ms [2021-01-26 04:36:33 main:574] : INFO : Epoch 756 | loss: 0.0311343 | val_loss: 0.0311446 | Time: 2043.02 ms [2021-01-26 04:36:35 main:574] : INFO : Epoch 757 | loss: 0.0311353 | val_loss: 0.0311476 | Time: 2040.59 ms [2021-01-26 04:36:37 main:574] : INFO : Epoch 758 | loss: 0.031136 | val_loss: 0.0311466 | Time: 2045.46 ms [2021-01-26 04:36:39 main:574] : INFO : Epoch 759 | loss: 0.031135 | val_loss: 0.0311465 | Time: 2048.26 ms [2021-01-26 04:36:41 main:574] : INFO : Epoch 760 | loss: 0.0311335 | val_loss: 0.0311465 | Time: 2046.96 ms [2021-01-26 04:36:43 main:574] : INFO : Epoch 761 | loss: 0.0311365 | val_loss: 0.0311469 | Time: 2039.86 ms [2021-01-26 04:36:45 main:574] : INFO : Epoch 762 | loss: 0.0311375 | val_loss: 0.0311511 | Time: 2039.16 ms [2021-01-26 04:36:47 main:574] : INFO : Epoch 763 | loss: 0.0311358 | val_loss: 0.0311472 | Time: 2043.59 ms [2021-01-26 04:36:49 main:574] : INFO : Epoch 764 | loss: 0.0311361 | val_loss: 0.0311457 | Time: 2048.19 ms [2021-01-26 04:36:51 main:574] : INFO : Epoch 765 | loss: 0.0311359 | val_loss: 0.0311476 | Time: 2041.7 ms [2021-01-26 04:36:53 main:574] : INFO : Epoch 766 | loss: 0.0311353 | val_loss: 0.0311506 | Time: 2041.08 ms [2021-01-26 04:36:55 main:574] : INFO : Epoch 767 | loss: 0.031137 | val_loss: 0.0311471 | Time: 2049.31 ms [2021-01-26 04:36:58 main:574] : INFO : Epoch 768 | loss: 0.0311358 | val_loss: 0.0311481 | Time: 2048.86 ms [2021-01-26 04:37:00 main:574] : INFO : Epoch 769 | loss: 0.0311358 | val_loss: 0.0311511 | Time: 2050.74 ms [2021-01-26 04:37:02 main:574] : INFO : Epoch 770 | loss: 0.031135 | val_loss: 0.0311476 | Time: 2042.76 ms [2021-01-26 04:37:04 main:574] : INFO : Epoch 771 | loss: 0.0311356 | val_loss: 0.031147 | Time: 2042.65 ms [2021-01-26 04:37:06 main:574] : INFO : Epoch 772 | loss: 0.0311343 | val_loss: 0.0311502 | Time: 2046.88 ms [2021-01-26 04:37:08 main:574] : INFO : Epoch 773 | loss: 0.0311345 | val_loss: 0.0311479 | Time: 2041.21 ms [2021-01-26 04:37:10 main:574] : INFO : Epoch 774 | loss: 0.0311351 | val_loss: 0.0311484 | Time: 2040.68 ms [2021-01-26 04:37:12 main:574] : INFO : Epoch 775 | loss: 0.0311357 | val_loss: 0.0311477 | Time: 2051.21 ms [2021-01-26 04:37:14 main:574] : INFO : Epoch 776 | loss: 0.0311341 | val_loss: 0.0311497 | Time: 2047.15 ms [2021-01-26 04:37:16 main:574] : INFO : Epoch 777 | loss: 0.0311335 | val_loss: 0.0311461 | Time: 2045.86 ms [2021-01-26 04:37:18 main:574] : INFO : Epoch 778 | loss: 0.0311337 | val_loss: 0.0311478 | Time: 2051.73 ms [2021-01-26 04:37:20 main:574] : INFO : Epoch 779 | loss: 0.0311341 | val_loss: 0.0311473 | Time: 2044.61 ms [2021-01-26 04:37:22 main:574] : INFO : Epoch 780 | loss: 0.0311318 | val_loss: 0.0311449 | Time: 2045.83 ms [2021-01-26 04:37:24 main:574] : INFO : Epoch 781 | loss: 0.0311318 | val_loss: 0.0311436 | Time: 2045.22 ms [2021-01-26 04:37:26 main:574] : INFO : Epoch 782 | loss: 0.0311317 | val_loss: 0.0311463 | Time: 2037.7 ms [2021-01-26 04:37:28 main:574] : INFO : Epoch 783 | loss: 0.0311327 | val_loss: 0.0311452 | Time: 2052.62 ms [2021-01-26 04:37:31 main:574] : INFO : Epoch 784 | loss: 0.0311334 | val_loss: 0.0311461 | Time: 2045.1 ms [2021-01-26 04:37:33 main:574] : INFO : Epoch 785 | loss: 0.0311328 | val_loss: 0.0311445 | Time: 2045 ms [2021-01-26 04:37:35 main:574] : INFO : Epoch 786 | loss: 0.0311324 | val_loss: 0.0311441 | Time: 2043.63 ms [2021-01-26 04:37:37 main:574] : INFO : Epoch 787 | loss: 0.0311329 | val_loss: 0.0311452 | Time: 2046.76 ms [2021-01-26 04:37:39 main:574] : INFO : Epoch 788 | loss: 0.0311319 | val_loss: 0.0311434 | Time: 2051.24 ms [2021-01-26 04:37:41 main:574] : INFO : Epoch 789 | loss: 0.0311315 | val_loss: 0.0311455 | Time: 2044.05 ms [2021-01-26 04:37:43 main:574] : INFO : Epoch 790 | loss: 0.0311337 | val_loss: 0.0311429 | Time: 2051.04 ms [2021-01-26 04:37:45 main:574] : INFO : Epoch 791 | loss: 0.0311332 | val_loss: 0.0311431 | Time: 2047.87 ms [2021-01-26 04:37:47 main:574] : INFO : Epoch 792 | loss: 0.0311329 | val_loss: 0.0311447 | Time: 2047.15 ms [2021-01-26 04:37:49 main:574] : INFO : Epoch 793 | loss: 0.0311362 | val_loss: 0.0311464 | Time: 2047.19 ms [2021-01-26 04:37:51 main:574] : INFO : Epoch 794 | loss: 0.0311344 | val_loss: 0.0311455 | Time: 2039.07 ms [2021-01-26 04:37:53 main:574] : INFO : Epoch 795 | loss: 0.0311412 | val_loss: 0.0311492 | Time: 2046.1 ms [2021-01-26 04:37:55 main:574] : INFO : Epoch 796 | loss: 0.0311429 | val_loss: 0.0311464 | Time: 2045.89 ms [2021-01-26 04:37:57 main:574] : INFO : Epoch 797 | loss: 0.0311437 | val_loss: 0.0311498 | Time: 2043.89 ms [2021-01-26 04:37:59 main:574] : INFO : Epoch 798 | loss: 0.031141 | val_loss: 0.0311468 | Time: 2048.35 ms [2021-01-26 04:38:01 main:574] : INFO : Epoch 799 | loss: 0.0311412 | val_loss: 0.0311439 | Time: 2048.64 ms [2021-01-26 04:38:03 main:574] : INFO : Epoch 800 | loss: 0.0311396 | val_loss: 0.0311488 | Time: 2046.54 ms [2021-01-26 04:38:05 main:574] : INFO : Epoch 801 | loss: 0.0311418 | val_loss: 0.0311472 | Time: 2048.45 ms [2021-01-26 04:38:08 main:574] : INFO : Epoch 802 | loss: 0.0311438 | val_loss: 0.0311499 | Time: 2042.89 ms [2021-01-26 04:38:10 main:574] : INFO : Epoch 803 | loss: 0.0311415 | val_loss: 0.0311498 | Time: 2048.34 ms [2021-01-26 04:38:12 main:574] : INFO : Epoch 804 | loss: 0.0311404 | val_loss: 0.0311458 | Time: 2049.88 ms [2021-01-26 04:38:14 main:574] : INFO : Epoch 805 | loss: 0.0311395 | val_loss: 0.0311465 | Time: 2043.74 ms [2021-01-26 04:38:16 main:574] : INFO : Epoch 806 | loss: 0.0311407 | val_loss: 0.0311434 | Time: 2043.89 ms [2021-01-26 04:38:18 main:574] : INFO : Epoch 807 | loss: 0.0311408 | val_loss: 0.0311449 | Time: 2046.18 ms [2021-01-26 04:38:20 main:574] : INFO : Epoch 808 | loss: 0.031142 | val_loss: 0.0311461 | Time: 2050.14 ms [2021-01-26 04:38:22 main:574] : INFO : Epoch 809 | loss: 0.0315056 | val_loss: 0.0371272 | Time: 2041.33 ms [2021-01-26 04:38:24 main:574] : INFO : Epoch 810 | loss: 0.0359684 | val_loss: 0.0405269 | Time: 2045.76 ms [2021-01-26 04:38:26 main:574] : INFO : Epoch 811 | loss: 0.0343292 | val_loss: 0.0313685 | Time: 2044.13 ms [2021-01-26 04:38:28 main:574] : INFO : Epoch 812 | loss: 0.0314494 | val_loss: 0.0312864 | Time: 2047.98 ms [2021-01-26 04:38:30 main:574] : INFO : Epoch 813 | loss: 0.0312381 | val_loss: 0.0311931 | Time: 2049.67 ms [2021-01-26 04:38:32 main:574] : INFO : Epoch 814 | loss: 0.0311769 | val_loss: 0.0311611 | Time: 2041.84 ms [2021-01-26 04:38:34 main:574] : INFO : Epoch 815 | loss: 0.0311526 | val_loss: 0.0311498 | Time: 2052.07 ms [2021-01-26 04:38:36 main:574] : INFO : Epoch 816 | loss: 0.0311536 | val_loss: 0.0311502 | Time: 2045.06 ms [2021-01-26 04:38:38 main:574] : INFO : Epoch 817 | loss: 0.0311551 | val_loss: 0.0311492 | Time: 2048.84 ms [2021-01-26 04:38:40 main:574] : INFO : Epoch 818 | loss: 0.0311446 | val_loss: 0.0311442 | Time: 2046.42 ms [2021-01-26 04:38:43 main:574] : INFO : Epoch 819 | loss: 0.0311422 | val_loss: 0.0311431 | Time: 2046.98 ms [2021-01-26 04:38:45 main:574] : INFO : Epoch 820 | loss: 0.0311398 | val_loss: 0.0311438 | Time: 2051.58 ms [2021-01-26 04:38:47 main:574] : INFO : Epoch 821 | loss: 0.0311377 | val_loss: 0.0311461 | Time: 2043.72 ms [2021-01-26 04:38:49 main:574] : INFO : Epoch 822 | loss: 0.0311381 | val_loss: 0.0311416 | Time: 2044.23 ms [2021-01-26 04:38:51 main:574] : INFO : Epoch 823 | loss: 0.0311377 | val_loss: 0.0311462 | Time: 2043.59 ms [2021-01-26 04:38:53 main:574] : INFO : Epoch 824 | loss: 0.0311368 | val_loss: 0.0311416 | Time: 2041.63 ms [2021-01-26 04:38:55 main:574] : INFO : Epoch 825 | loss: 0.0311359 | val_loss: 0.0311431 | Time: 2046.03 ms [2021-01-26 04:38:57 main:574] : INFO : Epoch 826 | loss: 0.0311367 | val_loss: 0.0311431 | Time: 2047.61 ms [2021-01-26 04:38:59 main:574] : INFO : Epoch 827 | loss: 0.0311368 | val_loss: 0.0311439 | Time: 2046.08 ms [2021-01-26 04:39:01 main:574] : INFO : Epoch 828 | loss: 0.0311359 | val_loss: 0.0311449 | Time: 2047.47 ms [2021-01-26 04:39:03 main:574] : INFO : Epoch 829 | loss: 0.0311352 | val_loss: 0.0311483 | Time: 2044.27 ms [2021-01-26 04:39:05 main:574] : INFO : Epoch 830 | loss: 0.0311365 | val_loss: 0.0311446 | Time: 2040.26 ms [2021-01-26 04:39:07 main:574] : INFO : Epoch 831 | loss: 0.0311354 | val_loss: 0.0311448 | Time: 2054.86 ms [2021-01-26 04:39:09 main:574] : INFO : Epoch 832 | loss: 0.0311351 | val_loss: 0.0311441 | Time: 2052.03 ms [2021-01-26 04:39:11 main:574] : INFO : Epoch 833 | loss: 0.0311375 | val_loss: 0.0311469 | Time: 2041.82 ms [2021-01-26 04:39:13 main:574] : INFO : Epoch 834 | loss: 0.0311361 | val_loss: 0.031145 | Time: 2045.46 ms [2021-01-26 04:39:15 main:574] : INFO : Epoch 835 | loss: 0.0311346 | val_loss: 0.031146 | Time: 2043.92 ms [2021-01-26 04:39:17 main:574] : INFO : Epoch 836 | loss: 0.0311363 | val_loss: 0.0311477 | Time: 2044.12 ms [2021-01-26 04:39:20 main:574] : INFO : Epoch 837 | loss: 0.0311354 | val_loss: 0.031142 | Time: 2044.17 ms [2021-01-26 04:39:22 main:574] : INFO : Epoch 838 | loss: 0.0311374 | val_loss: 0.0311432 | Time: 2043.18 ms [2021-01-26 04:39:24 main:574] : INFO : Epoch 839 | loss: 0.0311362 | val_loss: 0.0311444 | Time: 2047.3 ms [2021-01-26 04:39:26 main:574] : INFO : Epoch 840 | loss: 0.0311363 | val_loss: 0.031144 | Time: 2041.77 ms [2021-01-26 04:39:28 main:574] : INFO : Epoch 841 | loss: 0.0311364 | val_loss: 0.0311436 | Time: 2044.85 ms [2021-01-26 04:39:30 main:574] : INFO : Epoch 842 | loss: 0.0311367 | val_loss: 0.0311448 | Time: 2040.34 ms [2021-01-26 04:39:32 main:574] : INFO : Epoch 843 | loss: 0.0311361 | val_loss: 0.0311432 | Time: 2042.43 ms [2021-01-26 04:39:34 main:574] : INFO : Epoch 844 | loss: 0.0311354 | val_loss: 0.0311456 | Time: 2043.8 ms [2021-01-26 04:39:36 main:574] : INFO : Epoch 845 | loss: 0.0311362 | val_loss: 0.0311421 | Time: 2044.07 ms [2021-01-26 04:39:38 main:574] : INFO : Epoch 846 | loss: 0.031137 | val_loss: 0.0311408 | Time: 2042.22 ms [2021-01-26 04:39:40 main:574] : INFO : Epoch 847 | loss: 0.031136 | val_loss: 0.0311423 | Time: 2045.68 ms [2021-01-26 04:39:42 main:574] : INFO : Epoch 848 | loss: 0.0311351 | val_loss: 0.031143 | Time: 2050.28 ms [2021-01-26 04:39:44 main:574] : INFO : Epoch 849 | loss: 0.0311363 | val_loss: 0.0311415 | Time: 2045.09 ms [2021-01-26 04:39:46 main:574] : INFO : Epoch 850 | loss: 0.0311387 | val_loss: 0.0311415 | Time: 2041.31 ms [2021-01-26 04:39:48 main:574] : INFO : Epoch 851 | loss: 0.031138 | val_loss: 0.0311398 | Time: 2042.71 ms [2021-01-26 04:39:50 main:574] : INFO : Epoch 852 | loss: 0.0311383 | val_loss: 0.0311429 | Time: 2039.48 ms [2021-01-26 04:39:52 main:574] : INFO : Epoch 853 | loss: 0.0311516 | val_loss: 0.0311561 | Time: 2042 ms [2021-01-26 04:39:54 main:574] : INFO : Epoch 854 | loss: 0.0311538 | val_loss: 0.0311477 | Time: 2045.13 ms [2021-01-26 04:39:57 main:574] : INFO : Epoch 855 | loss: 0.0311469 | val_loss: 0.0311474 | Time: 2042.55 ms [2021-01-26 04:39:59 main:574] : INFO : Epoch 856 | loss: 0.0311433 | val_loss: 0.0311434 | Time: 2047.19 ms [2021-01-26 04:40:01 main:574] : INFO : Epoch 857 | loss: 0.0311417 | val_loss: 0.0311422 | Time: 2047.75 ms [2021-01-26 04:40:03 main:574] : INFO : Epoch 858 | loss: 0.0311405 | val_loss: 0.0311424 | Time: 2044.23 ms [2021-01-26 04:40:05 main:574] : INFO : Epoch 859 | loss: 0.0311368 | val_loss: 0.0311414 | Time: 2050.2 ms [2021-01-26 04:40:07 main:574] : INFO : Epoch 860 | loss: 0.0311358 | val_loss: 0.0311401 | Time: 2045.27 ms [2021-01-26 04:40:09 main:574] : INFO : Epoch 861 | loss: 0.0311367 | val_loss: 0.0311388 | Time: 2039.39 ms [2021-01-26 04:40:11 main:574] : INFO : Epoch 862 | loss: 0.0311364 | val_loss: 0.0311403 | Time: 2046.71 ms [2021-01-26 04:40:13 main:574] : INFO : Epoch 863 | loss: 0.0311354 | val_loss: 0.0311401 | Time: 2046.85 ms [2021-01-26 04:40:15 main:574] : INFO : Epoch 864 | loss: 0.0311343 | val_loss: 0.031143 | Time: 2049.42 ms [2021-01-26 04:40:17 main:574] : INFO : Epoch 865 | loss: 0.031134 | val_loss: 0.0311428 | Time: 2048.38 ms [2021-01-26 04:40:19 main:574] : INFO : Epoch 866 | loss: 0.031134 | val_loss: 0.0311408 | Time: 2043.38 ms [2021-01-26 04:40:21 main:574] : INFO : Epoch 867 | loss: 0.0311361 | val_loss: 0.0311418 | Time: 2049.26 ms [2021-01-26 04:40:23 main:574] : INFO : Epoch 868 | loss: 0.0311353 | val_loss: 0.0311426 | Time: 2049.13 ms [2021-01-26 04:40:25 main:574] : INFO : Epoch 869 | loss: 0.031134 | val_loss: 0.0311407 | Time: 2042.47 ms [2021-01-26 04:40:27 main:574] : INFO : Epoch 870 | loss: 0.0311321 | val_loss: 0.0311418 | Time: 2043.05 ms [2021-01-26 04:40:29 main:574] : INFO : Epoch 871 | loss: 0.031133 | val_loss: 0.0311442 | Time: 2047.41 ms [2021-01-26 04:40:32 main:574] : INFO : Epoch 872 | loss: 0.0311357 | val_loss: 0.0311441 | Time: 2046 ms [2021-01-26 04:40:34 main:574] : INFO : Epoch 873 | loss: 0.0311346 | val_loss: 0.031143 | Time: 2042.83 ms [2021-01-26 04:40:36 main:574] : INFO : Epoch 874 | loss: 0.0311338 | val_loss: 0.0311429 | Time: 2043.95 ms [2021-01-26 04:40:38 main:574] : INFO : Epoch 875 | loss: 0.0311332 | val_loss: 0.0311425 | Time: 2056.88 ms [2021-01-26 04:40:40 main:574] : INFO : Epoch 876 | loss: 0.0311332 | val_loss: 0.0311406 | Time: 2048.2 ms [2021-01-26 04:40:42 main:574] : INFO : Epoch 877 | loss: 0.0311325 | val_loss: 0.0311443 | Time: 2042.87 ms [2021-01-26 04:40:44 main:574] : INFO : Epoch 878 | loss: 0.031132 | val_loss: 0.0311426 | Time: 2046.06 ms [2021-01-26 04:40:46 main:574] : INFO : Epoch 879 | loss: 0.0311312 | val_loss: 0.0311432 | Time: 2048.87 ms [2021-01-26 04:40:48 main:574] : INFO : Epoch 880 | loss: 0.0311328 | val_loss: 0.0311417 | Time: 2047.56 ms [2021-01-26 04:40:50 main:574] : INFO : Epoch 881 | loss: 0.0311327 | val_loss: 0.0311427 | Time: 2050.56 ms [2021-01-26 04:40:52 main:574] : INFO : Epoch 882 | loss: 0.0311324 | val_loss: 0.0311433 | Time: 2046.03 ms [2021-01-26 04:40:54 main:574] : INFO : Epoch 883 | loss: 0.0311324 | val_loss: 0.0311431 | Time: 2043.34 ms [2021-01-26 04:40:56 main:574] : INFO : Epoch 884 | loss: 0.0311313 | val_loss: 0.0311407 | Time: 2045.41 ms [2021-01-26 04:40:58 main:574] : INFO : Epoch 885 | loss: 0.0311313 | val_loss: 0.0311431 | Time: 2048.75 ms [2021-01-26 04:41:00 main:574] : INFO : Epoch 886 | loss: 0.0311309 | val_loss: 0.0311415 | Time: 2043.74 ms [2021-01-26 04:41:02 main:574] : INFO : Epoch 887 | loss: 0.0311308 | val_loss: 0.0311431 | Time: 2045.93 ms [2021-01-26 04:41:04 main:574] : INFO : Epoch 888 | loss: 0.0311316 | val_loss: 0.031142 | Time: 2048.36 ms [2021-01-26 04:41:07 main:574] : INFO : Epoch 889 | loss: 0.0311313 | val_loss: 0.031143 | Time: 2046.43 ms [2021-01-26 04:41:09 main:574] : INFO : Epoch 890 | loss: 0.0311311 | val_loss: 0.031142 | Time: 2049.15 ms [2021-01-26 04:41:11 main:574] : INFO : Epoch 891 | loss: 0.0311317 | val_loss: 0.0311459 | Time: 2049.07 ms [2021-01-26 04:41:13 main:574] : INFO : Epoch 892 | loss: 0.0311315 | val_loss: 0.0311414 | Time: 2049.05 ms [2021-01-26 04:41:15 main:574] : INFO : Epoch 893 | loss: 0.0311299 | val_loss: 0.0311421 | Time: 2043.24 ms [2021-01-26 04:41:17 main:574] : INFO : Epoch 894 | loss: 0.0311294 | val_loss: 0.031144 | Time: 2047.71 ms [2021-01-26 04:41:19 main:574] : INFO : Epoch 895 | loss: 0.0311329 | val_loss: 0.0311446 | Time: 2050.98 ms [2021-01-26 04:41:21 main:574] : INFO : Epoch 896 | loss: 0.0311319 | val_loss: 0.0311428 | Time: 2041.9 ms [2021-01-26 04:41:23 main:574] : INFO : Epoch 897 | loss: 0.0311316 | val_loss: 0.0311431 | Time: 2050.32 ms [2021-01-26 04:41:25 main:574] : INFO : Epoch 898 | loss: 0.0311319 | val_loss: 0.0311404 | Time: 2043.59 ms [2021-01-26 04:41:27 main:574] : INFO : Epoch 899 | loss: 0.0311312 | val_loss: 0.031141 | Time: 2042.79 ms [2021-01-26 04:41:29 main:574] : INFO : Epoch 900 | loss: 0.0311307 | val_loss: 0.0311427 | Time: 2046.27 ms [2021-01-26 04:41:31 main:574] : INFO : Epoch 901 | loss: 0.0311323 | val_loss: 0.0311445 | Time: 2048.01 ms [2021-01-26 04:41:33 main:574] : INFO : Epoch 902 | loss: 0.0311323 | val_loss: 0.0311449 | Time: 2046.59 ms [2021-01-26 04:41:35 main:574] : INFO : Epoch 903 | loss: 0.0311337 | val_loss: 0.0311451 | Time: 2043.5 ms [2021-01-26 04:41:37 main:574] : INFO : Epoch 904 | loss: 0.0311309 | val_loss: 0.0311447 | Time: 2042.98 ms [2021-01-26 04:41:39 main:574] : INFO : Epoch 905 | loss: 0.031132 | val_loss: 0.0311428 | Time: 2042.8 ms [2021-01-26 04:41:41 main:574] : INFO : Epoch 906 | loss: 0.0311307 | val_loss: 0.0311487 | Time: 2046.2 ms [2021-01-26 04:41:44 main:574] : INFO : Epoch 907 | loss: 0.0311305 | val_loss: 0.0311412 | Time: 2043.38 ms [2021-01-26 04:41:46 main:574] : INFO : Epoch 908 | loss: 0.0311383 | val_loss: 0.0311414 | Time: 2043.28 ms [2021-01-26 04:41:48 main:574] : INFO : Epoch 909 | loss: 0.0311375 | val_loss: 0.0311407 | Time: 2043.41 ms [2021-01-26 04:41:50 main:574] : INFO : Epoch 910 | loss: 0.0311367 | val_loss: 0.0311458 | Time: 2043.99 ms [2021-01-26 04:41:52 main:574] : INFO : Epoch 911 | loss: 0.031135 | val_loss: 0.0311427 | Time: 2043.6 ms [2021-01-26 04:41:54 main:574] : INFO : Epoch 912 | loss: 0.0311344 | val_loss: 0.0311399 | Time: 2050.41 ms [2021-01-26 04:41:56 main:574] : INFO : Epoch 913 | loss: 0.031133 | val_loss: 0.031144 | Time: 2047.08 ms [2021-01-26 04:41:58 main:574] : INFO : Epoch 914 | loss: 0.0311336 | val_loss: 0.0311443 | Time: 2037.65 ms [2021-01-26 04:42:00 main:574] : INFO : Epoch 915 | loss: 0.0311317 | val_loss: 0.0311426 | Time: 2045.24 ms [2021-01-26 04:42:02 main:574] : INFO : Epoch 916 | loss: 0.031132 | val_loss: 0.0311446 | Time: 2046.33 ms [2021-01-26 04:42:04 main:574] : INFO : Epoch 917 | loss: 0.0311334 | val_loss: 0.0311436 | Time: 2047.06 ms [2021-01-26 04:42:06 main:574] : INFO : Epoch 918 | loss: 0.0311341 | val_loss: 0.0311438 | Time: 2044.35 ms [2021-01-26 04:42:08 main:574] : INFO : Epoch 919 | loss: 0.0311344 | val_loss: 0.0311448 | Time: 2043.49 ms [2021-01-26 04:42:10 main:574] : INFO : Epoch 920 | loss: 0.0311335 | val_loss: 0.0311432 | Time: 2043.58 ms [2021-01-26 04:42:12 main:574] : INFO : Epoch 921 | loss: 0.0311318 | val_loss: 0.0311454 | Time: 2042.17 ms [2021-01-26 04:42:14 main:574] : INFO : Epoch 922 | loss: 0.0311321 | val_loss: 0.031142 | Time: 2041.9 ms [2021-01-26 04:42:16 main:574] : INFO : Epoch 923 | loss: 0.0311312 | val_loss: 0.0311432 | Time: 2049.97 ms [2021-01-26 04:42:18 main:574] : INFO : Epoch 924 | loss: 0.0311301 | val_loss: 0.0311431 | Time: 2048.32 ms [2021-01-26 04:42:21 main:574] : INFO : Epoch 925 | loss: 0.031137 | val_loss: 0.0311424 | Time: 2048.92 ms [2021-01-26 04:42:23 main:574] : INFO : Epoch 926 | loss: 0.0311329 | val_loss: 0.0311449 | Time: 2039.94 ms [2021-01-26 04:42:25 main:574] : INFO : Epoch 927 | loss: 0.0311315 | val_loss: 0.0311416 | Time: 2047.79 ms [2021-01-26 04:42:27 main:574] : INFO : Epoch 928 | loss: 0.0311313 | val_loss: 0.0311409 | Time: 2051.6 ms [2021-01-26 04:42:29 main:574] : INFO : Epoch 929 | loss: 0.031131 | val_loss: 0.0311376 | Time: 2043.17 ms [2021-01-26 04:42:31 main:574] : INFO : Epoch 930 | loss: 0.0311336 | val_loss: 0.0311429 | Time: 2044.03 ms [2021-01-26 04:42:33 main:574] : INFO : Epoch 931 | loss: 0.0311316 | val_loss: 0.0311428 | Time: 2047.4 ms [2021-01-26 04:42:35 main:574] : INFO : Epoch 932 | loss: 0.0311309 | val_loss: 0.0311411 | Time: 2044.16 ms [2021-01-26 04:42:37 main:574] : INFO : Epoch 933 | loss: 0.0311326 | val_loss: 0.0311461 | Time: 2041.66 ms [2021-01-26 04:42:39 main:574] : INFO : Epoch 934 | loss: 0.0311322 | val_loss: 0.0311561 | Time: 2045.37 ms [2021-01-26 04:42:41 main:574] : INFO : Epoch 935 | loss: 0.031134 | val_loss: 0.0311433 | Time: 2044.16 ms [2021-01-26 04:42:43 main:574] : INFO : Epoch 936 | loss: 0.0311306 | val_loss: 0.0311452 | Time: 2046.29 ms [2021-01-26 04:42:45 main:574] : INFO : Epoch 937 | loss: 0.0311298 | val_loss: 0.0311455 | Time: 2044.84 ms [2021-01-26 04:42:47 main:574] : INFO : Epoch 938 | loss: 0.0311299 | val_loss: 0.0311438 | Time: 2042.12 ms [2021-01-26 04:42:49 main:574] : INFO : Epoch 939 | loss: 0.031128 | val_loss: 0.0311411 | Time: 2046.54 ms [2021-01-26 04:42:51 main:574] : INFO : Epoch 940 | loss: 0.0311293 | val_loss: 0.0311429 | Time: 2046.84 ms [2021-01-26 04:42:53 main:574] : INFO : Epoch 941 | loss: 0.0311283 | val_loss: 0.0311413 | Time: 2045.83 ms [2021-01-26 04:42:55 main:574] : INFO : Epoch 942 | loss: 0.0311267 | val_loss: 0.0311407 | Time: 2038.87 ms [2021-01-26 04:42:58 main:574] : INFO : Epoch 943 | loss: 0.0311283 | val_loss: 0.0311415 | Time: 2044.14 ms [2021-01-26 04:43:00 main:574] : INFO : Epoch 944 | loss: 0.0311288 | val_loss: 0.0311418 | Time: 2046.66 ms [2021-01-26 04:43:02 main:574] : INFO : Epoch 945 | loss: 0.0311298 | val_loss: 0.0311429 | Time: 2043.43 ms [2021-01-26 04:43:04 main:574] : INFO : Epoch 946 | loss: 0.0311278 | val_loss: 0.0311416 | Time: 2050.09 ms [2021-01-26 04:43:06 main:574] : INFO : Epoch 947 | loss: 0.0311266 | val_loss: 0.0311418 | Time: 2052 ms [2021-01-26 04:43:08 main:574] : INFO : Epoch 948 | loss: 0.0311266 | val_loss: 0.0311393 | Time: 2045.43 ms [2021-01-26 04:43:10 main:574] : INFO : Epoch 949 | loss: 0.0311266 | val_loss: 0.0311448 | Time: 2044.42 ms [2021-01-26 04:43:12 main:574] : INFO : Epoch 950 | loss: 0.0311288 | val_loss: 0.0311404 | Time: 2047.08 ms [2021-01-26 04:43:14 main:574] : INFO : Epoch 951 | loss: 0.031128 | val_loss: 0.0311433 | Time: 2042.82 ms [2021-01-26 04:43:16 main:574] : INFO : Epoch 952 | loss: 0.0311303 | val_loss: 0.0311412 | Time: 2047.67 ms [2021-01-26 04:43:18 main:574] : INFO : Epoch 953 | loss: 0.0311311 | val_loss: 0.0311406 | Time: 2047.69 ms [2021-01-26 04:43:20 main:574] : INFO : Epoch 954 | loss: 0.0311313 | val_loss: 0.0311463 | Time: 2045.1 ms [2021-01-26 04:43:22 main:574] : INFO : Epoch 955 | loss: 0.0311373 | val_loss: 0.0311458 | Time: 2050.84 ms [2021-01-26 04:43:24 main:574] : INFO : Epoch 956 | loss: 0.0311327 | val_loss: 0.0311415 | Time: 2043.38 ms [2021-01-26 04:43:26 main:574] : INFO : Epoch 957 | loss: 0.031132 | val_loss: 0.0311421 | Time: 2043.44 ms [2021-01-26 04:43:28 main:574] : INFO : Epoch 958 | loss: 0.0311307 | val_loss: 0.0311416 | Time: 2046.28 ms [2021-01-26 04:43:30 main:574] : INFO : Epoch 959 | loss: 0.0311314 | val_loss: 0.0311417 | Time: 2043.38 ms [2021-01-26 04:43:33 main:574] : INFO : Epoch 960 | loss: 0.0311304 | val_loss: 0.0311404 | Time: 2045.76 ms [2021-01-26 04:43:35 main:574] : INFO : Epoch 961 | loss: 0.0311284 | val_loss: 0.0311435 | Time: 2045.84 ms [2021-01-26 04:43:37 main:574] : INFO : Epoch 962 | loss: 0.031128 | val_loss: 0.0311431 | Time: 2045.18 ms [2021-01-26 04:43:39 main:574] : INFO : Epoch 963 | loss: 0.0311272 | val_loss: 0.0311411 | Time: 2051.62 ms [2021-01-26 04:43:41 main:574] : INFO : Epoch 964 | loss: 0.0311273 | val_loss: 0.031144 | Time: 2049.56 ms [2021-01-26 04:43:43 main:574] : INFO : Epoch 965 | loss: 0.0311285 | val_loss: 0.0311433 | Time: 2046.97 ms [2021-01-26 04:43:45 main:574] : INFO : Epoch 966 | loss: 0.0311286 | val_loss: 0.0311444 | Time: 2043.92 ms [2021-01-26 04:43:47 main:574] : INFO : Epoch 967 | loss: 0.031128 | val_loss: 0.0311437 | Time: 2044.83 ms [2021-01-26 04:43:49 main:574] : INFO : Epoch 968 | loss: 0.0311273 | val_loss: 0.0311454 | Time: 2039.79 ms [2021-01-26 04:43:51 main:574] : INFO : Epoch 969 | loss: 0.0311268 | val_loss: 0.0311422 | Time: 2045.76 ms [2021-01-26 04:43:53 main:574] : INFO : Epoch 970 | loss: 0.0311271 | val_loss: 0.0311432 | Time: 2039.57 ms [2021-01-26 04:43:55 main:574] : INFO : Epoch 971 | loss: 0.0311299 | val_loss: 0.0311459 | Time: 2045.98 ms [2021-01-26 04:43:57 main:574] : INFO : Epoch 972 | loss: 0.0311307 | val_loss: 0.0311435 | Time: 2042.35 ms [2021-01-26 04:43:59 main:574] : INFO : Epoch 973 | loss: 0.0311273 | val_loss: 0.0311409 | Time: 2043.53 ms [2021-01-26 04:44:01 main:574] : INFO : Epoch 974 | loss: 0.0311276 | val_loss: 0.0311436 | Time: 2043.85 ms [2021-01-26 04:44:03 main:574] : INFO : Epoch 975 | loss: 0.0311273 | val_loss: 0.0311426 | Time: 2051.56 ms [2021-01-26 04:44:05 main:574] : INFO : Epoch 976 | loss: 0.0311276 | val_loss: 0.0311436 | Time: 2047.56 ms [2021-01-26 04:44:07 main:574] : INFO : Epoch 977 | loss: 0.03113 | val_loss: 0.0311447 | Time: 2046.64 ms [2021-01-26 04:44:10 main:574] : INFO : Epoch 978 | loss: 0.0311327 | val_loss: 0.0311419 | Time: 2043.49 ms [2021-01-26 04:44:12 main:574] : INFO : Epoch 979 | loss: 0.0311301 | val_loss: 0.0311432 | Time: 2051.04 ms [2021-01-26 04:44:14 main:574] : INFO : Epoch 980 | loss: 0.0311305 | val_loss: 0.0311445 | Time: 2047.67 ms [2021-01-26 04:44:16 main:574] : INFO : Epoch 981 | loss: 0.0311315 | val_loss: 0.0311422 | Time: 2048.92 ms [2021-01-26 04:44:18 main:574] : INFO : Epoch 982 | loss: 0.0311309 | val_loss: 0.0311424 | Time: 2043.89 ms [2021-01-26 04:44:20 main:574] : INFO : Epoch 983 | loss: 0.0311297 | val_loss: 0.0311442 | Time: 2047.22 ms [2021-01-26 04:44:22 main:574] : INFO : Epoch 984 | loss: 0.0311314 | val_loss: 0.0311459 | Time: 2047.27 ms [2021-01-26 04:44:24 main:574] : INFO : Epoch 985 | loss: 0.0311351 | val_loss: 0.0311403 | Time: 2044.63 ms [2021-01-26 04:44:26 main:574] : INFO : Epoch 986 | loss: 0.0311365 | val_loss: 0.031142 | Time: 2042.01 ms [2021-01-26 04:44:28 main:574] : INFO : Epoch 987 | loss: 0.0311367 | val_loss: 0.0311448 | Time: 2050.57 ms [2021-01-26 04:44:30 main:574] : INFO : Epoch 988 | loss: 0.0311365 | val_loss: 0.0311428 | Time: 2046.26 ms [2021-01-26 04:44:32 main:574] : INFO : Epoch 989 | loss: 0.0311346 | val_loss: 0.0311424 | Time: 2045.49 ms [2021-01-26 04:44:34 main:574] : INFO : Epoch 990 | loss: 0.0311367 | val_loss: 0.0311436 | Time: 2041.59 ms [2021-01-26 04:44:36 main:574] : INFO : Epoch 991 | loss: 0.0311383 | val_loss: 0.0311481 | Time: 2055.19 ms [2021-01-26 04:44:38 main:574] : INFO : Epoch 992 | loss: 0.0311382 | val_loss: 0.0311438 | Time: 2050.98 ms [2021-01-26 04:44:40 main:574] : INFO : Epoch 993 | loss: 0.0311377 | val_loss: 0.0311434 | Time: 2041.71 ms [2021-01-26 04:44:42 main:574] : INFO : Epoch 994 | loss: 0.0311371 | val_loss: 0.0311426 | Time: 2042.05 ms [2021-01-26 04:44:45 main:574] : INFO : Epoch 995 | loss: 0.0311368 | val_loss: 0.031139 | Time: 2051.67 ms [2021-01-26 04:44:47 main:574] : INFO : Epoch 996 | loss: 0.0311359 | val_loss: 0.0311379 | Time: 2047.63 ms [2021-01-26 04:44:49 main:574] : INFO : Epoch 997 | loss: 0.0311331 | val_loss: 0.031138 | Time: 2040.77 ms [2021-01-26 04:44:51 main:574] : INFO : Epoch 998 | loss: 0.031135 | val_loss: 0.0311432 | Time: 2043.94 ms [2021-01-26 04:44:53 main:574] : INFO : Epoch 999 | loss: 0.0311347 | val_loss: 0.0311405 | Time: 2046.57 ms [2021-01-26 04:44:55 main:574] : INFO : Epoch 1000 | loss: 0.0311341 | val_loss: 0.0311401 | Time: 2046.29 ms [2021-01-26 04:44:57 main:574] : INFO : Epoch 1001 | loss: 0.0311328 | val_loss: 0.031146 | Time: 2039.99 ms [2021-01-26 04:44:59 main:574] : INFO : Epoch 1002 | loss: 0.0311415 | val_loss: 0.0311437 | Time: 2045.11 ms [2021-01-26 04:45:01 main:574] : INFO : Epoch 1003 | loss: 0.0311404 | val_loss: 0.0311455 | Time: 2042.68 ms [2021-01-26 04:45:03 main:574] : INFO : Epoch 1004 | loss: 0.0311394 | val_loss: 0.0311381 | Time: 2045.3 ms [2021-01-26 04:45:05 main:574] : INFO : Epoch 1005 | loss: 0.0311352 | val_loss: 0.0311382 | Time: 2045.62 ms [2021-01-26 04:45:07 main:574] : INFO : Epoch 1006 | loss: 0.0311332 | val_loss: 0.0311384 | Time: 2039.79 ms [2021-01-26 04:45:09 main:574] : INFO : Epoch 1007 | loss: 0.0311328 | val_loss: 0.0311415 | Time: 2045.13 ms [2021-01-26 04:45:11 main:574] : INFO : Epoch 1008 | loss: 0.0311347 | val_loss: 0.0311418 | Time: 2054.17 ms [2021-01-26 04:45:13 main:574] : INFO : Epoch 1009 | loss: 0.0311326 | val_loss: 0.0311383 | Time: 2045.15 ms [2021-01-26 04:45:15 main:574] : INFO : Epoch 1010 | loss: 0.0311322 | val_loss: 0.0311357 | Time: 2041.58 ms [2021-01-26 04:45:17 main:574] : INFO : Epoch 1011 | loss: 0.0311323 | val_loss: 0.0311375 | Time: 2048.12 ms [2021-01-26 04:45:19 main:574] : INFO : Epoch 1012 | loss: 0.0311328 | val_loss: 0.0311357 | Time: 2047.52 ms [2021-01-26 04:45:22 main:574] : INFO : Epoch 1013 | loss: 0.0311292 | val_loss: 0.0311362 | Time: 2043.82 ms [2021-01-26 04:45:24 main:574] : INFO : Epoch 1014 | loss: 0.0311287 | val_loss: 0.0311356 | Time: 2042.37 ms [2021-01-26 04:45:26 main:574] : INFO : Epoch 1015 | loss: 0.0311281 | val_loss: 0.0311366 | Time: 2047.75 ms [2021-01-26 04:45:28 main:574] : INFO : Epoch 1016 | loss: 0.0311285 | val_loss: 0.0311356 | Time: 2039.28 ms [2021-01-26 04:45:30 main:574] : INFO : Epoch 1017 | loss: 0.0311305 | val_loss: 0.0311367 | Time: 2040.9 ms [2021-01-26 04:45:32 main:574] : INFO : Epoch 1018 | loss: 0.0311325 | val_loss: 0.0311351 | Time: 2038.76 ms [2021-01-26 04:45:34 main:574] : INFO : Epoch 1019 | loss: 0.0311297 | val_loss: 0.0311404 | Time: 2048.04 ms [2021-01-26 04:45:36 main:574] : INFO : Epoch 1020 | loss: 0.0311322 | val_loss: 0.0311374 | Time: 2043.25 ms [2021-01-26 04:45:38 main:574] : INFO : Epoch 1021 | loss: 0.0311336 | val_loss: 0.0311402 | Time: 2043.36 ms [2021-01-26 04:45:40 main:574] : INFO : Epoch 1022 | loss: 0.0311345 | val_loss: 0.0311378 | Time: 2039.53 ms [2021-01-26 04:45:42 main:574] : INFO : Epoch 1023 | loss: 0.0311345 | val_loss: 0.0311353 | Time: 2047.53 ms [2021-01-26 04:45:44 main:574] : INFO : Epoch 1024 | loss: 0.0311333 | val_loss: 0.0311357 | Time: 2046.58 ms [2021-01-26 04:45:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311357 [2021-01-26 04:45:44 main:603] : INFO : Saving end state to config to file [2021-01-26 04:45:44 main:608] : INFO : Success, exiting.. 04:45:44 (26736): 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)