Task 3300911
| Name | EightBitModified-1605455701-4437-6_0 |
| Workunit | 1569929 |
| Created | 16 Dec 2020, 0:58:15 UTC |
| Sent | 16 Dec 2020, 19:12:20 UTC |
| Report deadline | 23 Dec 2020, 19:12:20 UTC |
| Received | 17 Dec 2020, 9:17:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 28 min 2 sec |
| CPU time | 27 min 59 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,234.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.0313427 | val_loss: 0.031361 | Time: 1628.6 ms
[2020-12-17 03:58:20 main:581] : INFO : Epoch 511 | loss: 0.0313826 | val_loss: 0.0313805 | Time: 1629.23 ms
[2020-12-17 03:58:21 main:581] : INFO : Epoch 512 | loss: 0.0313624 | val_loss: 0.0313595 | Time: 1633.36 ms
[2020-12-17 03:58:23 main:581] : INFO : Epoch 513 | loss: 0.0313435 | val_loss: 0.031349 | Time: 1640.57 ms
[2020-12-17 03:58:24 main:581] : INFO : Epoch 514 | loss: 0.0313376 | val_loss: 0.0313478 | Time: 1642.5 ms
[2020-12-17 03:58:26 main:581] : INFO : Epoch 515 | loss: 0.0313384 | val_loss: 0.0313541 | Time: 1641.86 ms
[2020-12-17 03:58:28 main:581] : INFO : Epoch 516 | loss: 0.0313382 | val_loss: 0.0313491 | Time: 1636.93 ms
[2020-12-17 03:58:29 main:581] : INFO : Epoch 517 | loss: 0.0313617 | val_loss: 0.0313534 | Time: 1641.13 ms
[2020-12-17 03:58:31 main:581] : INFO : Epoch 518 | loss: 0.0313411 | val_loss: 0.0313433 | Time: 1631.98 ms
[2020-12-17 03:58:33 main:581] : INFO : Epoch 519 | loss: 0.0313417 | val_loss: 0.0313615 | Time: 1633.46 ms
[2020-12-17 03:58:34 main:581] : INFO : Epoch 520 | loss: 0.0313381 | val_loss: 0.0313497 | Time: 1635.28 ms
[2020-12-17 03:58:36 main:581] : INFO : Epoch 521 | loss: 0.031334 | val_loss: 0.0313476 | Time: 1638.89 ms
[2020-12-17 03:58:38 main:581] : INFO : Epoch 522 | loss: 0.0313338 | val_loss: 0.0313474 | Time: 1638.06 ms
[2020-12-17 03:58:39 main:581] : INFO : Epoch 523 | loss: 0.031336 | val_loss: 0.0313557 | Time: 1644.11 ms
[2020-12-17 03:58:41 main:581] : INFO : Epoch 524 | loss: 0.03135 | val_loss: 0.0313717 | Time: 1640.01 ms
[2020-12-17 03:58:42 main:581] : INFO : Epoch 525 | loss: 0.0313397 | val_loss: 0.0313439 | Time: 1645.54 ms
[2020-12-17 03:58:44 main:581] : INFO : Epoch 526 | loss: 0.0313386 | val_loss: 0.0313541 | Time: 1640.34 ms
[2020-12-17 03:58:46 main:581] : INFO : Epoch 527 | loss: 0.0313418 | val_loss: 0.0313616 | Time: 1634.62 ms
[2020-12-17 03:58:47 main:581] : INFO : Epoch 528 | loss: 0.0313461 | val_loss: 0.0313721 | Time: 1629.16 ms
[2020-12-17 03:58:49 main:581] : INFO : Epoch 529 | loss: 0.0313471 | val_loss: 0.0313448 | Time: 1625.6 ms
[2020-12-17 03:58:51 main:581] : INFO : Epoch 530 | loss: 0.0313358 | val_loss: 0.0313541 | Time: 1622.57 ms
[2020-12-17 03:58:52 main:581] : INFO : Epoch 531 | loss: 0.0313577 | val_loss: 0.0313751 | Time: 1634.21 ms
[2020-12-17 03:58:54 main:581] : INFO : Epoch 532 | loss: 0.0313519 | val_loss: 0.0313639 | Time: 1638.12 ms
[2020-12-17 03:58:56 main:581] : INFO : Epoch 533 | loss: 0.0313458 | val_loss: 0.0313435 | Time: 1653.61 ms
[2020-12-17 03:58:57 main:581] : INFO : Epoch 534 | loss: 0.0313382 | val_loss: 0.0313435 | Time: 1640.21 ms
[2020-12-17 03:58:59 main:581] : INFO : Epoch 535 | loss: 0.0313397 | val_loss: 0.0313477 | Time: 1640.41 ms
[2020-12-17 03:59:01 main:581] : INFO : Epoch 536 | loss: 0.0313495 | val_loss: 0.0313547 | Time: 1650.86 ms
[2020-12-17 03:59:02 main:581] : INFO : Epoch 537 | loss: 0.0313415 | val_loss: 0.0313511 | Time: 1634.74 ms
[2020-12-17 03:59:04 main:581] : INFO : Epoch 538 | loss: 0.0313409 | val_loss: 0.0313572 | Time: 1637.87 ms
[2020-12-17 03:59:05 main:581] : INFO : Epoch 539 | loss: 0.0313406 | val_loss: 0.0313497 | Time: 1629.54 ms
[2020-12-17 03:59:07 main:581] : INFO : Epoch 540 | loss: 0.0313357 | val_loss: 0.0313487 | Time: 1625.2 ms
[2020-12-17 03:59:09 main:581] : INFO : Epoch 541 | loss: 0.0313393 | val_loss: 0.0313629 | Time: 1638.88 ms
[2020-12-17 03:59:10 main:581] : INFO : Epoch 542 | loss: 0.0313682 | val_loss: 0.0313813 | Time: 1638.86 ms
[2020-12-17 03:59:12 main:581] : INFO : Epoch 543 | loss: 0.0313621 | val_loss: 0.0313627 | Time: 1642.45 ms
[2020-12-17 03:59:14 main:581] : INFO : Epoch 544 | loss: 0.0313475 | val_loss: 0.0313478 | Time: 1642.57 ms
[2020-12-17 03:59:15 main:581] : INFO : Epoch 545 | loss: 0.0313379 | val_loss: 0.0313527 | Time: 1636.54 ms
[2020-12-17 03:59:17 main:581] : INFO : Epoch 546 | loss: 0.0313431 | val_loss: 0.0313528 | Time: 1640.68 ms
[2020-12-17 03:59:19 main:581] : INFO : Epoch 547 | loss: 0.0313418 | val_loss: 0.0313496 | Time: 1636.93 ms
[2020-12-17 03:59:20 main:581] : INFO : Epoch 548 | loss: 0.031338 | val_loss: 0.0313467 | Time: 1639.98 ms
[2020-12-17 03:59:22 main:581] : INFO : Epoch 549 | loss: 0.0313427 | val_loss: 0.0313884 | Time: 1630.65 ms
[2020-12-17 03:59:23 main:581] : INFO : Epoch 550 | loss: 0.0313738 | val_loss: 0.0313731 | Time: 1629.44 ms
[2020-12-17 03:59:25 main:581] : INFO : Epoch 551 | loss: 0.0313423 | val_loss: 0.0313459 | Time: 1630.44 ms
[2020-12-17 03:59:27 main:581] : INFO : Epoch 552 | loss: 0.0313341 | val_loss: 0.0313465 | Time: 1640.99 ms
[2020-12-17 03:59:28 main:581] : INFO : Epoch 553 | loss: 0.0313356 | val_loss: 0.0313434 | Time: 1637.54 ms
[2020-12-17 03:59:30 main:581] : INFO : Epoch 554 | loss: 0.0313351 | val_loss: 0.0313506 | Time: 1639.36 ms
[2020-12-17 03:59:32 main:581] : INFO : Epoch 555 | loss: 0.0313418 | val_loss: 0.0313744 | Time: 1636.29 ms
[2020-12-17 03:59:33 main:581] : INFO : Epoch 556 | loss: 0.0313671 | val_loss: 0.031361 | Time: 1642.01 ms
[2020-12-17 03:59:35 main:581] : INFO : Epoch 557 | loss: 0.0313418 | val_loss: 0.031349 | Time: 1636.35 ms
[2020-12-17 03:59:37 main:581] : INFO : Epoch 558 | loss: 0.031339 | val_loss: 0.0313462 | Time: 1637.65 ms
[2020-12-17 03:59:38 main:581] : INFO : Epoch 559 | loss: 0.0313376 | val_loss: 0.031348 | Time: 1638.05 ms
[2020-12-17 03:59:40 main:581] : INFO : Epoch 560 | loss: 0.0313386 | val_loss: 0.0313574 | Time: 1629.64 ms
[2020-12-17 03:59:41 main:581] : INFO : Epoch 561 | loss: 0.0313505 | val_loss: 0.0313527 | Time: 1627.31 ms
[2020-12-17 03:59:43 main:581] : INFO : Epoch 562 | loss: 0.0313426 | val_loss: 0.0313507 | Time: 1638.75 ms
[2020-12-17 03:59:45 main:581] : INFO : Epoch 563 | loss: 0.0313359 | val_loss: 0.0313444 | Time: 1637 ms
[2020-12-17 03:59:46 main:581] : INFO : Epoch 564 | loss: 0.0313382 | val_loss: 0.0313681 | Time: 1632.33 ms
[2020-12-17 03:59:48 main:581] : INFO : Epoch 565 | loss: 0.0313713 | val_loss: 0.0313634 | Time: 1638.19 ms
[2020-12-17 03:59:50 main:581] : INFO : Epoch 566 | loss: 0.031346 | val_loss: 0.0313653 | Time: 1633.71 ms
[2020-12-17 03:59:51 main:581] : INFO : Epoch 567 | loss: 0.0313559 | val_loss: 0.0313538 | Time: 1619.7 ms
[2020-12-17 03:59:53 main:581] : INFO : Epoch 568 | loss: 0.0313411 | val_loss: 0.0313561 | Time: 1624.93 ms
[2020-12-17 03:59:54 main:581] : INFO : Epoch 569 | loss: 0.0313361 | val_loss: 0.0313444 | Time: 1630.19 ms
[2020-12-17 03:59:56 main:581] : INFO : Epoch 570 | loss: 0.0313385 | val_loss: 0.0313569 | Time: 1628.81 ms
[2020-12-17 03:59:58 main:581] : INFO : Epoch 571 | loss: 0.0313432 | val_loss: 0.0313588 | Time: 1631.04 ms
[2020-12-17 03:59:59 main:581] : INFO : Epoch 572 | loss: 0.0313417 | val_loss: 0.0313437 | Time: 1631 ms
[2020-12-17 04:00:01 main:581] : INFO : Epoch 573 | loss: 0.0313351 | val_loss: 0.0313433 | Time: 1644.88 ms
[2020-12-17 04:00:03 main:581] : INFO : Epoch 574 | loss: 0.0313413 | val_loss: 0.0313653 | Time: 1629.78 ms
[2020-12-17 04:00:04 main:581] : INFO : Epoch 575 | loss: 0.031364 | val_loss: 0.0313616 | Time: 1631.95 ms
[2020-12-17 04:00:06 main:581] : INFO : Epoch 576 | loss: 0.0313515 | val_loss: 0.0313504 | Time: 1636.21 ms
[2020-12-17 04:00:08 main:581] : INFO : Epoch 577 | loss: 0.0313365 | val_loss: 0.0313495 | Time: 1656.08 ms
[2020-12-17 04:00:09 main:581] : INFO : Epoch 578 | loss: 0.0313324 | val_loss: 0.0313515 | Time: 1641.71 ms
[2020-12-17 04:00:11 main:581] : INFO : Epoch 579 | loss: 0.0313349 | val_loss: 0.031344 | Time: 1647.06 ms
[2020-12-17 04:00:12 main:581] : INFO : Epoch 580 | loss: 0.0313325 | val_loss: 0.0313427 | Time: 1643.78 ms
[2020-12-17 04:00:14 main:581] : INFO : Epoch 581 | loss: 0.0313421 | val_loss: 0.0313723 | Time: 1644.69 ms
[2020-12-17 04:00:16 main:581] : INFO : Epoch 582 | loss: 0.031354 | val_loss: 0.0313608 | Time: 1646.35 ms
[2020-12-17 04:00:17 main:581] : INFO : Epoch 583 | loss: 0.0313427 | val_loss: 0.0313488 | Time: 1635.99 ms
[2020-12-17 04:00:19 main:581] : INFO : Epoch 584 | loss: 0.0313348 | val_loss: 0.0313442 | Time: 1642.49 ms
[2020-12-17 04:00:21 main:581] : INFO : Epoch 585 | loss: 0.0313381 | val_loss: 0.0313512 | Time: 1641.71 ms
[2020-12-17 04:00:22 main:581] : INFO : Epoch 586 | loss: 0.0313591 | val_loss: 0.0313544 | Time: 1654.44 ms
[2020-12-17 04:00:24 main:581] : INFO : Epoch 587 | loss: 0.0313451 | val_loss: 0.0313476 | Time: 1660.93 ms
[2020-12-17 04:00:26 main:581] : INFO : Epoch 588 | loss: 0.0313454 | val_loss: 0.0313529 | Time: 1650.52 ms
[2020-12-17 04:00:27 main:581] : INFO : Epoch 589 | loss: 0.03134 | val_loss: 0.0313529 | Time: 1646.94 ms
[2020-12-17 04:00:29 main:581] : INFO : Epoch 590 | loss: 0.031353 | val_loss: 0.0313627 | Time: 1648.57 ms
[2020-12-17 04:00:31 main:581] : INFO : Epoch 591 | loss: 0.0313437 | val_loss: 0.0313579 | Time: 1657.69 ms
[2020-12-17 04:00:32 main:581] : INFO : Epoch 592 | loss: 0.0313405 | val_loss: 0.0313542 | Time: 1655.91 ms
[2020-12-17 04:00:34 main:581] : INFO : Epoch 593 | loss: 0.0313436 | val_loss: 0.0313482 | Time: 1656.98 ms
[2020-12-17 04:00:36 main:581] : INFO : Epoch 594 | loss: 0.0313559 | val_loss: 0.0313868 | Time: 1654.81 ms
[2020-12-17 04:00:37 main:581] : INFO : Epoch 595 | loss: 0.0313651 | val_loss: 0.0314273 | Time: 1654.01 ms
[2020-12-17 04:00:39 main:581] : INFO : Epoch 596 | loss: 0.0316102 | val_loss: 0.0316531 | Time: 1656.5 ms
[2020-12-17 04:00:41 main:581] : INFO : Epoch 597 | loss: 0.0315331 | val_loss: 0.0314771 | Time: 1654.46 ms
[2020-12-17 04:00:42 main:581] : INFO : Epoch 598 | loss: 0.0314034 | val_loss: 0.031374 | Time: 1653.3 ms
[2020-12-17 04:00:44 main:581] : INFO : Epoch 599 | loss: 0.0313494 | val_loss: 0.0313531 | Time: 1654.92 ms
[2020-12-17 04:00:46 main:581] : INFO : Epoch 600 | loss: 0.0313682 | val_loss: 0.0313794 | Time: 1668.68 ms
[2020-12-17 04:00:47 main:581] : INFO : Epoch 601 | loss: 0.0313946 | val_loss: 0.0314256 | Time: 1659.04 ms
[2020-12-17 04:00:49 main:581] : INFO : Epoch 602 | loss: 0.0314551 | val_loss: 0.0314039 | Time: 1651.92 ms
[2020-12-17 04:00:50 main:581] : INFO : Epoch 603 | loss: 0.031364 | val_loss: 0.0313541 | Time: 1647.76 ms
[2020-12-17 04:00:52 main:581] : INFO : Epoch 604 | loss: 0.0313356 | val_loss: 0.0313478 | Time: 1652.51 ms
[2020-12-17 04:00:54 main:581] : INFO : Epoch 605 | loss: 0.0313332 | val_loss: 0.0313413 | Time: 1667.24 ms
[2020-12-17 04:00:55 main:581] : INFO : Epoch 606 | loss: 0.0313317 | val_loss: 0.0313453 | Time: 1664.61 ms
[2020-12-17 04:00:57 main:581] : INFO : Epoch 607 | loss: 0.0313348 | val_loss: 0.0313446 | Time: 1655.3 ms
[2020-12-17 04:00:59 main:581] : INFO : Epoch 608 | loss: 0.031333 | val_loss: 0.0313488 | Time: 1660.13 ms
[2020-12-17 04:01:00 main:581] : INFO : Epoch 609 | loss: 0.0313346 | val_loss: 0.0313541 | Time: 1661.96 ms
[2020-12-17 04:01:02 main:581] : INFO : Epoch 610 | loss: 0.0313349 | val_loss: 0.0313427 | Time: 1649.64 ms
[2020-12-17 04:01:04 main:581] : INFO : Epoch 611 | loss: 0.0313315 | val_loss: 0.0313438 | Time: 1649.27 ms
[2020-12-17 04:01:05 main:581] : INFO : Epoch 612 | loss: 0.03133 | val_loss: 0.031357 | Time: 1670.8 ms
[2020-12-17 04:01:07 main:581] : INFO : Epoch 613 | loss: 0.031334 | val_loss: 0.0313468 | Time: 1660.57 ms
[2020-12-17 04:01:09 main:581] : INFO : Epoch 614 | loss: 0.0313387 | val_loss: 0.0313478 | Time: 1662.57 ms
[2020-12-17 04:01:10 main:581] : INFO : Epoch 615 | loss: 0.0313347 | val_loss: 0.0313441 | Time: 1653.78 ms
[2020-12-17 04:01:12 main:581] : INFO : Epoch 616 | loss: 0.0313328 | val_loss: 0.0313493 | Time: 1662.12 ms
[2020-12-17 04:01:14 main:581] : INFO : Epoch 617 | loss: 0.031337 | val_loss: 0.0313711 | Time: 1657.93 ms
[2020-12-17 04:01:15 main:581] : INFO : Epoch 618 | loss: 0.0313538 | val_loss: 0.0313518 | Time: 1659.39 ms
[2020-12-17 04:01:17 main:581] : INFO : Epoch 619 | loss: 0.0313384 | val_loss: 0.031354 | Time: 1664.43 ms
[2020-12-17 04:01:19 main:581] : INFO : Epoch 620 | loss: 0.0313362 | val_loss: 0.031342 | Time: 1645.35 ms
[2020-12-17 04:01:20 main:581] : INFO : Epoch 621 | loss: 0.0313343 | val_loss: 0.0313475 | Time: 1652.88 ms
[2020-12-17 04:01:22 main:581] : INFO : Epoch 622 | loss: 0.0313326 | val_loss: 0.031343 | Time: 1657.4 ms
[2020-12-17 04:01:24 main:581] : INFO : Epoch 623 | loss: 0.0313337 | val_loss: 0.0313462 | Time: 1661.04 ms
[2020-12-17 04:01:25 main:581] : INFO : Epoch 624 | loss: 0.0313366 | val_loss: 0.0313496 | Time: 1673.44 ms
[2020-12-17 04:01:27 main:581] : INFO : Epoch 625 | loss: 0.031332 | val_loss: 0.0313448 | Time: 1654.51 ms
[2020-12-17 04:01:29 main:581] : INFO : Epoch 626 | loss: 0.0313335 | val_loss: 0.0313424 | Time: 1653.6 ms
[2020-12-17 04:01:30 main:581] : INFO : Epoch 627 | loss: 0.0313351 | val_loss: 0.0313461 | Time: 1654.73 ms
[2020-12-17 04:01:32 main:581] : INFO : Epoch 628 | loss: 0.0313379 | val_loss: 0.0313518 | Time: 1661.87 ms
[2020-12-17 04:01:34 main:581] : INFO : Epoch 629 | loss: 0.0313402 | val_loss: 0.0313587 | Time: 1650.79 ms
[2020-12-17 04:01:35 main:581] : INFO : Epoch 630 | loss: 0.0313385 | val_loss: 0.0313441 | Time: 1651.03 ms
[2020-12-17 04:01:37 main:581] : INFO : Epoch 631 | loss: 0.0313355 | val_loss: 0.0313545 | Time: 1647.71 ms
[2020-12-17 04:01:39 main:581] : INFO : Epoch 632 | loss: 0.0313391 | val_loss: 0.0313496 | Time: 1658.75 ms
[2020-12-17 04:01:40 main:581] : INFO : Epoch 633 | loss: 0.0313367 | val_loss: 0.0313413 | Time: 1658.24 ms
[2020-12-17 04:01:42 main:581] : INFO : Epoch 634 | loss: 0.0313357 | val_loss: 0.0313517 | Time: 1654.99 ms
[2020-12-17 04:01:44 main:581] : INFO : Epoch 635 | loss: 0.0313353 | val_loss: 0.0313478 | Time: 1659.15 ms
[2020-12-17 04:01:45 main:581] : INFO : Epoch 636 | loss: 0.0313437 | val_loss: 0.0313727 | Time: 1658.64 ms
[2020-12-17 04:01:47 main:581] : INFO : Epoch 637 | loss: 0.031347 | val_loss: 0.0313594 | Time: 1656.84 ms
[2020-12-17 04:01:49 main:581] : INFO : Epoch 638 | loss: 0.0313342 | val_loss: 0.0313446 | Time: 1655.02 ms
[2020-12-17 04:01:50 main:581] : INFO : Epoch 639 | loss: 0.0313365 | val_loss: 0.0313512 | Time: 1649.37 ms
[2020-12-17 04:01:52 main:581] : INFO : Epoch 640 | loss: 0.0313372 | val_loss: 0.0313545 | Time: 1651.23 ms
[2020-12-17 04:01:53 main:581] : INFO : Epoch 641 | loss: 0.0313401 | val_loss: 0.0313474 | Time: 1648.56 ms
[2020-12-17 04:01:55 main:581] : INFO : Epoch 642 | loss: 0.0313385 | val_loss: 0.0313572 | Time: 1668.35 ms
[2020-12-17 04:01:57 main:581] : INFO : Epoch 643 | loss: 0.0313411 | val_loss: 0.0313591 | Time: 1655.4 ms
[2020-12-17 04:01:58 main:581] : INFO : Epoch 644 | loss: 0.0313379 | val_loss: 0.0313445 | Time: 1659.69 ms
[2020-12-17 04:02:00 main:581] : INFO : Epoch 645 | loss: 0.0313483 | val_loss: 0.0313751 | Time: 1669.63 ms
[2020-12-17 04:02:02 main:581] : INFO : Epoch 646 | loss: 0.031354 | val_loss: 0.0313648 | Time: 1651.89 ms
[2020-12-17 04:02:03 main:581] : INFO : Epoch 647 | loss: 0.0313437 | val_loss: 0.0313517 | Time: 1649.79 ms
[2020-12-17 04:02:05 main:581] : INFO : Epoch 648 | loss: 0.0313439 | val_loss: 0.0313709 | Time: 1657.85 ms
[2020-12-17 04:02:07 main:581] : INFO : Epoch 649 | loss: 0.0313415 | val_loss: 0.0313446 | Time: 1654.41 ms
[2020-12-17 04:02:08 main:581] : INFO : Epoch 650 | loss: 0.0313365 | val_loss: 0.0313417 | Time: 1659.25 ms
[2020-12-17 04:02:10 main:581] : INFO : Epoch 651 | loss: 0.0313353 | val_loss: 0.0313504 | Time: 1650.64 ms
[2020-12-17 04:02:12 main:581] : INFO : Epoch 652 | loss: 0.0313478 | val_loss: 0.031373 | Time: 1653.07 ms
[2020-12-17 04:02:13 main:581] : INFO : Epoch 653 | loss: 0.031343 | val_loss: 0.0313458 | Time: 1659.19 ms
[2020-12-17 04:02:15 main:581] : INFO : Epoch 654 | loss: 0.0313379 | val_loss: 0.0313524 | Time: 1661.26 ms
[2020-12-17 04:02:17 main:581] : INFO : Epoch 655 | loss: 0.0313391 | val_loss: 0.0313578 | Time: 1657.8 ms
[2020-12-17 04:02:18 main:581] : INFO : Epoch 656 | loss: 0.0313358 | val_loss: 0.0313458 | Time: 1659.84 ms
[2020-12-17 04:02:20 main:581] : INFO : Epoch 657 | loss: 0.0313344 | val_loss: 0.0313434 | Time: 1650.3 ms
[2020-12-17 04:02:22 main:581] : INFO : Epoch 658 | loss: 0.0313568 | val_loss: 0.0313603 | Time: 1646.24 ms
[2020-12-17 04:02:23 main:581] : INFO : Epoch 659 | loss: 0.0313485 | val_loss: 0.0313568 | Time: 1657.1 ms
[2020-12-17 04:02:25 main:581] : INFO : Epoch 660 | loss: 0.0313386 | val_loss: 0.0313493 | Time: 1658.96 ms
[2020-12-17 04:02:27 main:581] : INFO : Epoch 661 | loss: 0.0313362 | val_loss: 0.0313468 | Time: 1650.13 ms
[2020-12-17 04:02:28 main:581] : INFO : Epoch 662 | loss: 0.0313428 | val_loss: 0.0313759 | Time: 1654.3 ms
[2020-12-17 04:02:30 main:581] : INFO : Epoch 663 | loss: 0.0313769 | val_loss: 0.0313903 | Time: 1654.37 ms
[2020-12-17 04:02:32 main:581] : INFO : Epoch 664 | loss: 0.0313669 | val_loss: 0.0313565 | Time: 1660.1 ms
[2020-12-17 04:02:33 main:581] : INFO : Epoch 665 | loss: 0.0313414 | val_loss: 0.0313441 | Time: 1657.51 ms
[2020-12-17 04:02:35 main:581] : INFO : Epoch 666 | loss: 0.0313347 | val_loss: 0.0313425 | Time: 1662.01 ms
[2020-12-17 04:02:37 main:581] : INFO : Epoch 667 | loss: 0.0313387 | val_loss: 0.0313521 | Time: 1647.8 ms
[2020-12-17 04:02:38 main:581] : INFO : Epoch 668 | loss: 0.0313359 | val_loss: 0.0313603 | Time: 1651.25 ms
[2020-12-17 04:02:40 main:581] : INFO : Epoch 669 | loss: 0.0313354 | val_loss: 0.0313506 | Time: 1652.64 ms
[2020-12-17 04:02:41 main:581] : INFO : Epoch 670 | loss: 0.0313627 | val_loss: 0.0314421 | Time: 1653.91 ms
[2020-12-17 04:02:43 main:581] : INFO : Epoch 671 | loss: 0.0313682 | val_loss: 0.0313658 | Time: 1654.26 ms
[2020-12-17 04:02:45 main:581] : INFO : Epoch 672 | loss: 0.0313404 | val_loss: 0.0313471 | Time: 1650.74 ms
[2020-12-17 04:02:46 main:581] : INFO : Epoch 673 | loss: 0.031336 | val_loss: 0.0313463 | Time: 1651.72 ms
[2020-12-17 04:02:48 main:581] : INFO : Epoch 674 | loss: 0.0313357 | val_loss: 0.0313447 | Time: 1645.79 ms
[2020-12-17 04:02:50 main:581] : INFO : Epoch 675 | loss: 0.0313421 | val_loss: 0.031357 | Time: 1644.16 ms
[2020-12-17 04:02:51 main:581] : INFO : Epoch 676 | loss: 0.0313828 | val_loss: 0.0313775 | Time: 1648.06 ms
[2020-12-17 04:02:53 main:581] : INFO : Epoch 677 | loss: 0.0313731 | val_loss: 0.0313913 | Time: 1646.1 ms
[2020-12-17 04:02:55 main:581] : INFO : Epoch 678 | loss: 0.031414 | val_loss: 0.0313837 | Time: 1639.4 ms
[2020-12-17 04:02:56 main:581] : INFO : Epoch 679 | loss: 0.0313568 | val_loss: 0.031348 | Time: 1645.5 ms
[2020-12-17 04:02:58 main:581] : INFO : Epoch 680 | loss: 0.0313925 | val_loss: 0.0314197 | Time: 1638.46 ms
[2020-12-17 04:03:00 main:581] : INFO : Epoch 681 | loss: 0.0313757 | val_loss: 0.0313514 | Time: 1631.61 ms
[2020-12-17 04:03:01 main:581] : INFO : Epoch 682 | loss: 0.0313372 | val_loss: 0.0313477 | Time: 1646.69 ms
[2020-12-17 04:03:03 main:581] : INFO : Epoch 683 | loss: 0.0313326 | val_loss: 0.0313413 | Time: 1648.72 ms
[2020-12-17 04:03:05 main:581] : INFO : Epoch 684 | loss: 0.0313345 | val_loss: 0.031345 | Time: 1638.14 ms
[2020-12-17 04:03:06 main:581] : INFO : Epoch 685 | loss: 0.0313316 | val_loss: 0.031348 | Time: 1636.96 ms
[2020-12-17 04:03:08 main:581] : INFO : Epoch 686 | loss: 0.0313378 | val_loss: 0.0313447 | Time: 1638.51 ms
[2020-12-17 04:03:09 main:581] : INFO : Epoch 687 | loss: 0.0313328 | val_loss: 0.0313426 | Time: 1639.26 ms
[2020-12-17 04:03:11 main:581] : INFO : Epoch 688 | loss: 0.0313305 | val_loss: 0.0313428 | Time: 1637.99 ms
[2020-12-17 04:03:13 main:581] : INFO : Epoch 689 | loss: 0.0313403 | val_loss: 0.0313542 | Time: 1633.8 ms
[2020-12-17 04:03:14 main:581] : INFO : Epoch 690 | loss: 0.0313398 | val_loss: 0.0313432 | Time: 1646.03 ms
[2020-12-17 04:03:16 main:581] : INFO : Epoch 691 | loss: 0.0313359 | val_loss: 0.0313446 | Time: 1641.16 ms
[2020-12-17 04:03:18 main:581] : INFO : Epoch 692 | loss: 0.031333 | val_loss: 0.0313423 | Time: 1637.06 ms
[2020-12-17 04:03:19 main:581] : INFO : Epoch 693 | loss: 0.0313449 | val_loss: 0.031369 | Time: 1638.35 ms
[2020-12-17 04:03:21 main:581] : INFO : Epoch 694 | loss: 0.0313426 | val_loss: 0.0313615 | Time: 1641.4 ms
[2020-12-17 04:03:23 main:581] : INFO : Epoch 695 | loss: 0.0313396 | val_loss: 0.0313452 | Time: 1643.28 ms
[2020-12-17 04:03:24 main:581] : INFO : Epoch 696 | loss: 0.0313351 | val_loss: 0.0313465 | Time: 1634.34 ms
[2020-12-17 04:03:26 main:581] : INFO : Epoch 697 | loss: 0.0313351 | val_loss: 0.031346 | Time: 1625.92 ms
[2020-12-17 04:03:27 main:581] : INFO : Epoch 698 | loss: 0.0313336 | val_loss: 0.0313418 | Time: 1642.25 ms
[2020-12-17 04:03:29 main:581] : INFO : Epoch 699 | loss: 0.0313322 | val_loss: 0.0313489 | Time: 1641.28 ms
[2020-12-17 04:03:31 main:581] : INFO : Epoch 700 | loss: 0.0313537 | val_loss: 0.0313604 | Time: 1637.44 ms
[2020-12-17 04:03:32 main:581] : INFO : Epoch 701 | loss: 0.0313414 | val_loss: 0.0313501 | Time: 1646.78 ms
[2020-12-17 04:03:34 main:581] : INFO : Epoch 702 | loss: 0.0313365 | val_loss: 0.0313508 | Time: 1649.47 ms
[2020-12-17 04:03:36 main:581] : INFO : Epoch 703 | loss: 0.0313381 | val_loss: 0.0313528 | Time: 1640.79 ms
[2020-12-17 04:03:37 main:581] : INFO : Epoch 704 | loss: 0.0313391 | val_loss: 0.0313439 | Time: 1645.97 ms
[2020-12-17 04:03:39 main:581] : INFO : Epoch 705 | loss: 0.0313495 | val_loss: 0.0313719 | Time: 1648.51 ms
[2020-12-17 04:03:41 main:581] : INFO : Epoch 706 | loss: 0.0313464 | val_loss: 0.0313485 | Time: 1641.49 ms
[2020-12-17 04:03:42 main:581] : INFO : Epoch 707 | loss: 0.0313409 | val_loss: 0.0313508 | Time: 1638.81 ms
[2020-12-17 04:03:44 main:581] : INFO : Epoch 708 | loss: 0.031338 | val_loss: 0.0313476 | Time: 1634.08 ms
[2020-12-17 04:03:46 main:581] : INFO : Epoch 709 | loss: 0.0313368 | val_loss: 0.0313507 | Time: 1639.33 ms
[2020-12-17 04:03:47 main:581] : INFO : Epoch 710 | loss: 0.0313487 | val_loss: 0.0313528 | Time: 1632.2 ms
[2020-12-17 04:03:49 main:581] : INFO : Epoch 711 | loss: 0.0313413 | val_loss: 0.0313458 | Time: 1643.78 ms
[2020-12-17 04:03:50 main:581] : INFO : Epoch 712 | loss: 0.0313357 | val_loss: 0.0313512 | Time: 1645.74 ms
[2020-12-17 04:03:52 main:581] : INFO : Epoch 713 | loss: 0.0313366 | val_loss: 0.0313481 | Time: 1649.3 ms
[2020-12-17 04:03:54 main:581] : INFO : Epoch 714 | loss: 0.0313354 | val_loss: 0.031346 | Time: 1638.92 ms
[2020-12-17 04:03:55 main:581] : INFO : Epoch 715 | loss: 0.0313356 | val_loss: 0.0313528 | Time: 1646.29 ms
[2020-12-17 04:03:57 main:581] : INFO : Epoch 716 | loss: 0.0313665 | val_loss: 0.0313927 | Time: 1651.28 ms
[2020-12-17 04:03:59 main:581] : INFO : Epoch 717 | loss: 0.0313695 | val_loss: 0.031368 | Time: 1635.53 ms
[2020-12-17 04:04:00 main:581] : INFO : Epoch 718 | loss: 0.0313444 | val_loss: 0.0313497 | Time: 1641.57 ms
[2020-12-17 04:04:02 main:581] : INFO : Epoch 719 | loss: 0.0313355 | val_loss: 0.0313472 | Time: 1637.06 ms
[2020-12-17 04:04:04 main:581] : INFO : Epoch 720 | loss: 0.0313401 | val_loss: 0.0313483 | Time: 1633.87 ms
[2020-12-17 04:04:05 main:581] : INFO : Epoch 721 | loss: 0.0313384 | val_loss: 0.0313531 | Time: 1642.38 ms
[2020-12-17 04:04:07 main:581] : INFO : Epoch 722 | loss: 0.031364 | val_loss: 0.0313817 | Time: 1632.79 ms
[2020-12-17 04:04:09 main:581] : INFO : Epoch 723 | loss: 0.0313524 | val_loss: 0.0313487 | Time: 1645.11 ms
[2020-12-17 04:04:10 main:581] : INFO : Epoch 724 | loss: 0.0313374 | val_loss: 0.0313457 | Time: 1645.45 ms
[2020-12-17 04:04:12 main:581] : INFO : Epoch 725 | loss: 0.0313326 | val_loss: 0.0313484 | Time: 1647.09 ms
[2020-12-17 04:04:13 main:581] : INFO : Epoch 726 | loss: 0.031334 | val_loss: 0.0313449 | Time: 1645.93 ms
[2020-12-17 04:04:15 main:581] : INFO : Epoch 727 | loss: 0.0313353 | val_loss: 0.031351 | Time: 1637.03 ms
[2020-12-17 04:04:17 main:581] : INFO : Epoch 728 | loss: 0.0313422 | val_loss: 0.0314134 | Time: 1631.21 ms
[2020-12-17 04:04:18 main:581] : INFO : Epoch 729 | loss: 0.0313833 | val_loss: 0.0313741 | Time: 1629.11 ms
[2020-12-17 04:04:20 main:581] : INFO : Epoch 730 | loss: 0.0313499 | val_loss: 0.031349 | Time: 1635.77 ms
[2020-12-17 04:04:22 main:581] : INFO : Epoch 731 | loss: 0.0313379 | val_loss: 0.0313469 | Time: 1631.37 ms
[2020-12-17 04:04:23 main:581] : INFO : Epoch 732 | loss: 0.031337 | val_loss: 0.0313432 | Time: 1641.36 ms
[2020-12-17 04:04:25 main:581] : INFO : Epoch 733 | loss: 0.0313365 | val_loss: 0.0313524 | Time: 1644.95 ms
[2020-12-17 04:04:27 main:581] : INFO : Epoch 734 | loss: 0.0313391 | val_loss: 0.0313589 | Time: 1641.33 ms
[2020-12-17 04:04:28 main:581] : INFO : Epoch 735 | loss: 0.0313474 | val_loss: 0.0313857 | Time: 1646.66 ms
[2020-12-17 04:04:30 main:581] : INFO : Epoch 736 | loss: 0.0313465 | val_loss: 0.0313509 | Time: 1636.95 ms
[2020-12-17 04:04:31 main:581] : INFO : Epoch 737 | loss: 0.0313355 | val_loss: 0.0313468 | Time: 1631.01 ms
[2020-12-17 04:04:33 main:581] : INFO : Epoch 738 | loss: 0.0313361 | val_loss: 0.0313623 | Time: 1632.48 ms
[2020-12-17 04:04:35 main:581] : INFO : Epoch 739 | loss: 0.0313603 | val_loss: 0.0313618 | Time: 1632.31 ms
[2020-12-17 04:04:36 main:581] : INFO : Epoch 740 | loss: 0.03134 | val_loss: 0.0313491 | Time: 1639.37 ms
[2020-12-17 04:04:38 main:581] : INFO : Epoch 741 | loss: 0.0313357 | val_loss: 0.0313517 | Time: 1628.55 ms
[2020-12-17 04:04:40 main:581] : INFO : Epoch 742 | loss: 0.0313329 | val_loss: 0.0313412 | Time: 1634.19 ms
[2020-12-17 04:04:41 main:581] : INFO : Epoch 743 | loss: 0.0313316 | val_loss: 0.0313562 | Time: 1635.17 ms
[2020-12-17 04:04:43 main:581] : INFO : Epoch 744 | loss: 0.0313352 | val_loss: 0.0313503 | Time: 1639.66 ms
[2020-12-17 04:04:45 main:581] : INFO : Epoch 745 | loss: 0.031351 | val_loss: 0.0313436 | Time: 1639.03 ms
[2020-12-17 04:04:46 main:581] : INFO : Epoch 746 | loss: 0.0313405 | val_loss: 0.0313461 | Time: 1640.81 ms
[2020-12-17 04:04:48 main:581] : INFO : Epoch 747 | loss: 0.0313555 | val_loss: 0.0314193 | Time: 1645.06 ms
[2020-12-17 04:04:49 main:581] : INFO : Epoch 748 | loss: 0.0313564 | val_loss: 0.0313574 | Time: 1632.2 ms
[2020-12-17 04:04:51 main:581] : INFO : Epoch 749 | loss: 0.0313391 | val_loss: 0.0313524 | Time: 1627.78 ms
[2020-12-17 04:04:53 main:581] : INFO : Epoch 750 | loss: 0.0313403 | val_loss: 0.0313448 | Time: 1631.49 ms
[2020-12-17 04:04:54 main:581] : INFO : Epoch 751 | loss: 0.0313412 | val_loss: 0.0313543 | Time: 1633.54 ms
[2020-12-17 04:04:56 main:581] : INFO : Epoch 752 | loss: 0.0313395 | val_loss: 0.0313549 | Time: 1633.66 ms
[2020-12-17 04:04:58 main:581] : INFO : Epoch 753 | loss: 0.0313398 | val_loss: 0.0313499 | Time: 1636.79 ms
[2020-12-17 04:04:59 main:581] : INFO : Epoch 754 | loss: 0.031337 | val_loss: 0.0313479 | Time: 1635.66 ms
[2020-12-17 04:05:01 main:581] : INFO : Epoch 755 | loss: 0.0313363 | val_loss: 0.0313537 | Time: 1643.95 ms
[2020-12-17 04:05:03 main:581] : INFO : Epoch 756 | loss: 0.0313438 | val_loss: 0.0313745 | Time: 1643.86 ms
[2020-12-17 04:05:04 main:581] : INFO : Epoch 757 | loss: 0.0313725 | val_loss: 0.0313634 | Time: 1645.12 ms
[2020-12-17 04:05:06 main:581] : INFO : Epoch 758 | loss: 0.0313419 | val_loss: 0.0313462 | Time: 1629.19 ms
[2020-12-17 04:05:07 main:581] : INFO : Epoch 759 | loss: 0.0313344 | val_loss: 0.0313574 | Time: 1630.46 ms
[2020-12-17 04:05:09 main:581] : INFO : Epoch 760 | loss: 0.0313486 | val_loss: 0.0313544 | Time: 1628.9 ms
[2020-12-17 04:05:11 main:581] : INFO : Epoch 761 | loss: 0.0313938 | val_loss: 0.0314353 | Time: 1634.85 ms
[2020-12-17 04:05:12 main:581] : INFO : Epoch 762 | loss: 0.0314007 | val_loss: 0.0313992 | Time: 1633.43 ms
[2020-12-17 04:05:14 main:581] : INFO : Epoch 763 | loss: 0.0313608 | val_loss: 0.031349 | Time: 1633.39 ms
[2020-12-17 04:05:16 main:581] : INFO : Epoch 764 | loss: 0.0313354 | val_loss: 0.0313468 | Time: 1640.74 ms
[2020-12-17 04:05:17 main:581] : INFO : Epoch 765 | loss: 0.0313347 | val_loss: 0.031344 | Time: 1634.12 ms
[2020-12-17 04:05:19 main:581] : INFO : Epoch 766 | loss: 0.0313363 | val_loss: 0.031355 | Time: 1632.28 ms
[2020-12-17 04:05:21 main:581] : INFO : Epoch 767 | loss: 0.0313542 | val_loss: 0.0313946 | Time: 1633.63 ms
[2020-12-17 04:05:22 main:581] : INFO : Epoch 768 | loss: 0.0313564 | val_loss: 0.0313555 | Time: 1636.69 ms
[2020-12-17 04:05:24 main:581] : INFO : Epoch 769 | loss: 0.0313361 | val_loss: 0.0313462 | Time: 1637.51 ms
[2020-12-17 04:05:25 main:581] : INFO : Epoch 770 | loss: 0.0313321 | val_loss: 0.0313446 | Time: 1638.17 ms
[2020-12-17 04:05:27 main:581] : INFO : Epoch 771 | loss: 0.0313396 | val_loss: 0.0313856 | Time: 1633.59 ms
[2020-12-17 04:05:29 main:581] : INFO : Epoch 772 | loss: 0.0313555 | val_loss: 0.0313712 | Time: 1629.21 ms
[2020-12-17 04:05:30 main:581] : INFO : Epoch 773 | loss: 0.0313512 | val_loss: 0.0313791 | Time: 1631.83 ms
[2020-12-17 04:05:32 main:581] : INFO : Epoch 774 | loss: 0.03135 | val_loss: 0.0313751 | Time: 1628.92 ms
[2020-12-17 04:05:34 main:581] : INFO : Epoch 775 | loss: 0.0313635 | val_loss: 0.0313541 | Time: 1634.67 ms
[2020-12-17 04:05:35 main:581] : INFO : Epoch 776 | loss: 0.0313482 | val_loss: 0.031366 | Time: 1626.79 ms
[2020-12-17 04:05:37 main:581] : INFO : Epoch 777 | loss: 0.0315318 | val_loss: 0.0318595 | Time: 1636.11 ms
[2020-12-17 04:05:38 main:581] : INFO : Epoch 778 | loss: 0.0316514 | val_loss: 0.0314611 | Time: 1637.47 ms
[2020-12-17 04:05:40 main:581] : INFO : Epoch 779 | loss: 0.0314062 | val_loss: 0.0313677 | Time: 1638.93 ms
[2020-12-17 04:05:42 main:581] : INFO : Epoch 780 | loss: 0.0313464 | val_loss: 0.0313514 | Time: 1639.63 ms
[2020-12-17 04:05:43 main:581] : INFO : Epoch 781 | loss: 0.031332 | val_loss: 0.0313421 | Time: 1639.56 ms
[2020-12-17 04:05:45 main:581] : INFO : Epoch 782 | loss: 0.0313292 | val_loss: 0.0313428 | Time: 1637.86 ms
[2020-12-17 04:05:47 main:581] : INFO : Epoch 783 | loss: 0.0313281 | val_loss: 0.0313453 | Time: 1630.74 ms
[2020-12-17 04:05:48 main:581] : INFO : Epoch 784 | loss: 0.031331 | val_loss: 0.0313388 | Time: 1637.93 ms
[2020-12-17 04:05:50 main:581] : INFO : Epoch 785 | loss: 0.0313329 | val_loss: 0.0313542 | Time: 1637.93 ms
[2020-12-17 04:05:52 main:581] : INFO : Epoch 786 | loss: 0.0313326 | val_loss: 0.0313414 | Time: 1635.2 ms
[2020-12-17 04:05:53 main:581] : INFO : Epoch 787 | loss: 0.0313317 | val_loss: 0.0313499 | Time: 1633.86 ms
[2020-12-17 04:05:55 main:581] : INFO : Epoch 788 | loss: 0.0313494 | val_loss: 0.0313498 | Time: 1643.11 ms
[2020-12-17 04:05:57 main:581] : INFO : Epoch 789 | loss: 0.0313391 | val_loss: 0.0313508 | Time: 1636.3 ms
[2020-12-17 04:05:58 main:581] : INFO : Epoch 790 | loss: 0.0313324 | val_loss: 0.03135 | Time: 1640.38 ms
[2020-12-17 04:06:00 main:581] : INFO : Epoch 791 | loss: 0.0313349 | val_loss: 0.0313603 | Time: 1634.62 ms
[2020-12-17 04:06:01 main:581] : INFO : Epoch 792 | loss: 0.0313427 | val_loss: 0.0313443 | Time: 1632.09 ms
[2020-12-17 04:06:03 main:581] : INFO : Epoch 793 | loss: 0.0313355 | val_loss: 0.0313452 | Time: 1637.74 ms
[2020-12-17 04:06:05 main:581] : INFO : Epoch 794 | loss: 0.031339 | val_loss: 0.0313455 | Time: 1639.08 ms
[2020-12-17 04:06:06 main:581] : INFO : Epoch 795 | loss: 0.031383 | val_loss: 0.0314797 | Time: 1638.18 ms
[2020-12-17 04:06:08 main:581] : INFO : Epoch 796 | loss: 0.0314981 | val_loss: 0.0314034 | Time: 1633.96 ms
[2020-12-17 04:06:10 main:581] : INFO : Epoch 797 | loss: 0.0313638 | val_loss: 0.0313552 | Time: 1633.1 ms
[2020-12-17 04:06:11 main:581] : INFO : Epoch 798 | loss: 0.0313342 | val_loss: 0.0313441 | Time: 1630.12 ms
[2020-12-17 04:06:13 main:581] : INFO : Epoch 799 | loss: 0.0313313 | val_loss: 0.0313435 | Time: 1632.93 ms
[2020-12-17 04:06:14 main:581] : INFO : Epoch 800 | loss: 0.0313313 | val_loss: 0.03134 | Time: 1631.69 ms
[2020-12-17 04:06:16 main:581] : INFO : Epoch 801 | loss: 0.0313304 | val_loss: 0.0313423 | Time: 1642.12 ms
[2020-12-17 04:06:18 main:581] : INFO : Epoch 802 | loss: 0.0313322 | val_loss: 0.0313459 | Time: 1636.48 ms
[2020-12-17 04:06:19 main:581] : INFO : Epoch 803 | loss: 0.0313328 | val_loss: 0.0313446 | Time: 1640.98 ms
[2020-12-17 04:06:21 main:581] : INFO : Epoch 804 | loss: 0.0313328 | val_loss: 0.0313401 | Time: 1636.97 ms
[2020-12-17 04:06:23 main:581] : INFO : Epoch 805 | loss: 0.0313278 | val_loss: 0.0313462 | Time: 1633.73 ms
[2020-12-17 04:06:24 main:581] : INFO : Epoch 806 | loss: 0.0313348 | val_loss: 0.0313436 | Time: 1633.84 ms
[2020-12-17 04:06:26 main:581] : INFO : Epoch 807 | loss: 0.0313349 | val_loss: 0.0313423 | Time: 1640.3 ms
[2020-12-17 04:06:28 main:581] : INFO : Epoch 808 | loss: 0.0313351 | val_loss: 0.0313615 | Time: 1646.95 ms
[2020-12-17 04:06:29 main:581] : INFO : Epoch 809 | loss: 0.0313379 | val_loss: 0.0313472 | Time: 1648.06 ms
[2020-12-17 04:06:31 main:581] : INFO : Epoch 810 | loss: 0.0313384 | val_loss: 0.031359 | Time: 1643.58 ms
[2020-12-17 04:06:33 main:581] : INFO : Epoch 811 | loss: 0.0314168 | val_loss: 0.0314053 | Time: 1631.9 ms
[2020-12-17 04:06:34 main:581] : INFO : Epoch 812 | loss: 0.031358 | val_loss: 0.0313501 | Time: 1633.25 ms
[2020-12-17 04:06:36 main:581] : INFO : Epoch 813 | loss: 0.0313339 | val_loss: 0.0313445 | Time: 1637.13 ms
[2020-12-17 04:06:37 main:581] : INFO : Epoch 814 | loss: 0.0313332 | val_loss: 0.0313381 | Time: 1632.51 ms
[2020-12-17 04:06:39 main:581] : INFO : Epoch 815 | loss: 0.0313313 | val_loss: 0.0313408 | Time: 1634.64 ms
[2020-12-17 04:06:41 main:581] : INFO : Epoch 816 | loss: 0.0313465 | val_loss: 0.0313651 | Time: 1641.01 ms
[2020-12-17 04:06:42 main:581] : INFO : Epoch 817 | loss: 0.0313383 | val_loss: 0.031347 | Time: 1640.39 ms
[2020-12-17 04:06:44 main:581] : INFO : Epoch 818 | loss: 0.0313342 | val_loss: 0.0313443 | Time: 1640.02 ms
[2020-12-17 04:06:46 main:581] : INFO : Epoch 819 | loss: 0.0313316 | val_loss: 0.0313422 | Time: 1634.25 ms
[2020-12-17 04:06:47 main:581] : INFO : Epoch 820 | loss: 0.0313351 | val_loss: 0.0313521 | Time: 1634.71 ms
[2020-12-17 04:06:49 main:581] : INFO : Epoch 821 | loss: 0.0313321 | val_loss: 0.0313406 | Time: 1635.18 ms
[2020-12-17 04:06:51 main:581] : INFO : Epoch 822 | loss: 0.0313335 | val_loss: 0.0313518 | Time: 1637.61 ms
[2020-12-17 04:06:52 main:581] : INFO : Epoch 823 | loss: 0.0313347 | val_loss: 0.0313713 | Time: 1632.57 ms
[2020-12-17 04:06:54 main:581] : INFO : Epoch 824 | loss: 0.0313594 | val_loss: 0.0313669 | Time: 1643.07 ms
[2020-12-17 04:06:55 main:581] : INFO : Epoch 825 | loss: 0.0332434 | val_loss: 0.0337191 | Time: 1644.46 ms
[2020-12-17 04:06:57 main:581] : INFO : Epoch 826 | loss: 0.032487 | val_loss: 0.0318972 | Time: 1640.76 ms
[2020-12-17 04:06:59 main:581] : INFO : Epoch 827 | loss: 0.031899 | val_loss: 0.0317127 | Time: 1641.1 ms
[2020-12-17 04:07:00 main:581] : INFO : Epoch 828 | loss: 0.0317061 | val_loss: 0.0316607 | Time: 1654.09 ms
[2020-12-17 04:07:02 main:581] : INFO : Epoch 829 | loss: 0.0315672 | val_loss: 0.0314748 | Time: 1645.99 ms
[2020-12-17 04:07:04 main:581] : INFO : Epoch 830 | loss: 0.0315028 | val_loss: 0.0314564 | Time: 1669.8 ms
[2020-12-17 04:07:05 main:581] : INFO : Epoch 831 | loss: 0.0314261 | val_loss: 0.0314316 | Time: 1651.03 ms
[2020-12-17 04:07:07 main:581] : INFO : Epoch 832 | loss: 0.0314064 | val_loss: 0.0314051 | Time: 1651.88 ms
[2020-12-17 04:07:09 main:581] : INFO : Epoch 833 | loss: 0.0313967 | val_loss: 0.0314056 | Time: 1644.57 ms
[2020-12-17 04:07:10 main:581] : INFO : Epoch 834 | loss: 0.0313934 | val_loss: 0.0314049 | Time: 1639.6 ms
[2020-12-17 04:07:12 main:581] : INFO : Epoch 835 | loss: 0.0313939 | val_loss: 0.0314015 | Time: 1642.38 ms
[2020-12-17 04:07:14 main:581] : INFO : Epoch 836 | loss: 0.0313867 | val_loss: 0.031394 | Time: 1647.48 ms
[2020-12-17 04:07:15 main:581] : INFO : Epoch 837 | loss: 0.0313875 | val_loss: 0.0313976 | Time: 1645.72 ms
[2020-12-17 04:07:17 main:581] : INFO : Epoch 838 | loss: 0.0313845 | val_loss: 0.031396 | Time: 1645.14 ms
[2020-12-17 04:07:19 main:581] : INFO : Epoch 839 | loss: 0.0313847 | val_loss: 0.0313933 | Time: 1646.2 ms
[2020-12-17 04:07:20 main:581] : INFO : Epoch 840 | loss: 0.0313803 | val_loss: 0.0313919 | Time: 1647.32 ms
[2020-12-17 04:07:22 main:581] : INFO : Epoch 841 | loss: 0.031386 | val_loss: 0.0314226 | Time: 1650.26 ms
[2020-12-17 04:07:23 main:581] : INFO : Epoch 842 | loss: 0.0313892 | val_loss: 0.0313964 | Time: 1648.35 ms
[2020-12-17 04:07:25 main:581] : INFO : Epoch 843 | loss: 0.0313797 | val_loss: 0.0313854 | Time: 1644.83 ms
[2020-12-17 04:07:27 main:581] : INFO : Epoch 844 | loss: 0.0313686 | val_loss: 0.0313744 | Time: 1643.84 ms
[2020-12-17 04:07:28 main:581] : INFO : Epoch 845 | loss: 0.0313674 | val_loss: 0.0313771 | Time: 1647.35 ms
[2020-12-17 04:07:30 main:581] : INFO : Epoch 846 | loss: 0.0313689 | val_loss: 0.0313709 | Time: 1655.48 ms
[2020-12-17 04:07:32 main:581] : INFO : Epoch 847 | loss: 0.0313654 | val_loss: 0.0313743 | Time: 1657.72 ms
[2020-12-17 04:07:33 main:581] : INFO : Epoch 848 | loss: 0.0313665 | val_loss: 0.0313723 | Time: 1646.96 ms
[2020-12-17 04:07:35 main:581] : INFO : Epoch 849 | loss: 0.0313522 | val_loss: 0.0313673 | Time: 1653.13 ms
[2020-12-17 04:07:37 main:581] : INFO : Epoch 850 | loss: 0.0313566 | val_loss: 0.0313602 | Time: 1654.32 ms
[2020-12-17 04:07:38 main:581] : INFO : Epoch 851 | loss: 0.0313485 | val_loss: 0.031357 | Time: 1652.89 ms
[2020-12-17 04:07:40 main:581] : INFO : Epoch 852 | loss: 0.0313534 | val_loss: 0.0313633 | Time: 1643.39 ms
[2020-12-17 04:07:42 main:581] : INFO : Epoch 853 | loss: 0.0313524 | val_loss: 0.0313671 | Time: 1649.41 ms
[2020-12-17 04:07:43 main:581] : INFO : Epoch 854 | loss: 0.0313644 | val_loss: 0.0313717 | Time: 1650.48 ms
[2020-12-17 04:07:45 main:581] : INFO : Epoch 855 | loss: 0.0313493 | val_loss: 0.03136 | Time: 1642.11 ms
[2020-12-17 04:07:47 main:581] : INFO : Epoch 856 | loss: 0.0313484 | val_loss: 0.0313603 | Time: 1654.81 ms
[2020-12-17 04:07:48 main:581] : INFO : Epoch 857 | loss: 0.0313471 | val_loss: 0.0313591 | Time: 1654.43 ms
[2020-12-17 04:07:50 main:581] : INFO : Epoch 858 | loss: 0.0313503 | val_loss: 0.0313557 | Time: 1645.07 ms
[2020-12-17 04:07:52 main:581] : INFO : Epoch 859 | loss: 0.0313504 | val_loss: 0.0313626 | Time: 1642.47 ms
[2020-12-17 04:07:53 main:581] : INFO : Epoch 860 | loss: 0.0313487 | val_loss: 0.0313619 | Time: 1659.63 ms
[2020-12-17 04:07:55 main:581] : INFO : Epoch 861 | loss: 0.0313636 | val_loss: 0.0313668 | Time: 1651.9 ms
[2020-12-17 04:07:56 main:581] : INFO : Epoch 862 | loss: 0.0313518 | val_loss: 0.0313567 | Time: 1648.07 ms
[2020-12-17 04:07:58 main:581] : INFO : Epoch 863 | loss: 0.0313451 | val_loss: 0.0313562 | Time: 1644.21 ms
[2020-12-17 04:08:00 main:581] : INFO : Epoch 864 | loss: 0.031346 | val_loss: 0.0313633 | Time: 1649.26 ms
[2020-12-17 04:08:01 main:581] : INFO : Epoch 865 | loss: 0.0313425 | val_loss: 0.0313534 | Time: 1650.34 ms
[2020-12-17 04:08:03 main:581] : INFO : Epoch 866 | loss: 0.0313416 | val_loss: 0.0313489 | Time: 1647.88 ms
[2020-12-17 04:08:05 main:581] : INFO : Epoch 867 | loss: 0.03134 | val_loss: 0.03135 | Time: 1661.55 ms
[2020-12-17 04:08:06 main:581] : INFO : Epoch 868 | loss: 0.0313462 | val_loss: 0.0313696 | Time: 1646.15 ms
[2020-12-17 04:08:08 main:581] : INFO : Epoch 869 | loss: 0.0313541 | val_loss: 0.0313572 | Time: 1651.62 ms
[2020-12-17 04:08:10 main:581] : INFO : Epoch 870 | loss: 0.0313504 | val_loss: 0.0313512 | Time: 1648.62 ms
[2020-12-17 04:08:11 main:581] : INFO : Epoch 871 | loss: 0.0313452 | val_loss: 0.0313487 | Time: 1644.11 ms
[2020-12-17 04:08:13 main:581] : INFO : Epoch 872 | loss: 0.0313394 | val_loss: 0.0313515 | Time: 1659.41 ms
[2020-12-17 04:08:15 main:581] : INFO : Epoch 873 | loss: 0.0313461 | val_loss: 0.0313918 | Time: 1648.84 ms
[2020-12-17 04:08:16 main:581] : INFO : Epoch 874 | loss: 0.0313644 | val_loss: 0.0313619 | Time: 1652.66 ms
[2020-12-17 04:08:18 main:581] : INFO : Epoch 875 | loss: 0.0313477 | val_loss: 0.0313447 | Time: 1656.95 ms
[2020-12-17 04:08:20 main:581] : INFO : Epoch 876 | loss: 0.0313412 | val_loss: 0.0313533 | Time: 1650.54 ms
[2020-12-17 04:08:21 main:581] : INFO : Epoch 877 | loss: 0.0313403 | val_loss: 0.0313482 | Time: 1652.19 ms
[2020-12-17 04:08:23 main:581] : INFO : Epoch 878 | loss: 0.0313393 | val_loss: 0.0313615 | Time: 1651.65 ms
[2020-12-17 04:08:25 main:581] : INFO : Epoch 879 | loss: 0.0313415 | val_loss: 0.0313538 | Time: 1646.32 ms
[2020-12-17 04:08:26 main:581] : INFO : Epoch 880 | loss: 0.0313398 | val_loss: 0.0313479 | Time: 1642.01 ms
[2020-12-17 04:08:28 main:581] : INFO : Epoch 881 | loss: 0.0313402 | val_loss: 0.0313646 | Time: 1658.05 ms
[2020-12-17 04:08:29 main:581] : INFO : Epoch 882 | loss: 0.0313647 | val_loss: 0.0313678 | Time: 1634.52 ms
[2020-12-17 04:08:31 main:581] : INFO : Epoch 883 | loss: 0.0313503 | val_loss: 0.031346 | Time: 1646.12 ms
[2020-12-17 04:08:33 main:581] : INFO : Epoch 884 | loss: 0.0313381 | val_loss: 0.0313485 | Time: 1649.27 ms
[2020-12-17 04:08:34 main:581] : INFO : Epoch 885 | loss: 0.031342 | val_loss: 0.0313485 | Time: 1641.49 ms
[2020-12-17 04:08:36 main:581] : INFO : Epoch 886 | loss: 0.0313393 | val_loss: 0.0313473 | Time: 1640.58 ms
[2020-12-17 04:08:38 main:581] : INFO : Epoch 887 | loss: 0.0313409 | val_loss: 0.031347 | Time: 1632.62 ms
[2020-12-17 04:08:39 main:581] : INFO : Epoch 888 | loss: 0.0313515 | val_loss: 0.0313746 | Time: 1636.49 ms
[2020-12-17 04:08:41 main:581] : INFO : Epoch 889 | loss: 0.0313551 | val_loss: 0.0313644 | Time: 1637.82 ms
[2020-12-17 04:08:43 main:581] : INFO : Epoch 890 | loss: 0.0313453 | val_loss: 0.03136 | Time: 1639.38 ms
[2020-12-17 04:08:44 main:581] : INFO : Epoch 891 | loss: 0.031337 | val_loss: 0.0313452 | Time: 1640.06 ms
[2020-12-17 04:08:46 main:581] : INFO : Epoch 892 | loss: 0.0313412 | val_loss: 0.0313557 | Time: 1634.64 ms
[2020-12-17 04:08:48 main:581] : INFO : Epoch 893 | loss: 0.0313473 | val_loss: 0.0313521 | Time: 1645.55 ms
[2020-12-17 04:08:49 main:581] : INFO : Epoch 894 | loss: 0.0313391 | val_loss: 0.0313482 | Time: 1648.86 ms
[2020-12-17 04:08:51 main:581] : INFO : Epoch 895 | loss: 0.0313424 | val_loss: 0.0313458 | Time: 1636.35 ms
[2020-12-17 04:08:52 main:581] : INFO : Epoch 896 | loss: 0.031338 | val_loss: 0.0313508 | Time: 1642.27 ms
[2020-12-17 04:08:54 main:581] : INFO : Epoch 897 | loss: 0.0313736 | val_loss: 0.0313651 | Time: 1650.46 ms
[2020-12-17 04:08:56 main:581] : INFO : Epoch 898 | loss: 0.0313503 | val_loss: 0.031349 | Time: 1656.28 ms
[2020-12-17 04:08:57 main:581] : INFO : Epoch 899 | loss: 0.0313387 | val_loss: 0.031367 | Time: 1635.87 ms
[2020-12-17 04:08:59 main:581] : INFO : Epoch 900 | loss: 0.0313473 | val_loss: 0.0313627 | Time: 1631.29 ms
[2020-12-17 04:09:01 main:581] : INFO : Epoch 901 | loss: 0.0313416 | val_loss: 0.0313537 | Time: 1655.5 ms
[2020-12-17 04:09:02 main:581] : INFO : Epoch 902 | loss: 0.0313486 | val_loss: 0.0313483 | Time: 1636.02 ms
[2020-12-17 04:09:04 main:581] : INFO : Epoch 903 | loss: 0.0313378 | val_loss: 0.0313506 | Time: 1634.23 ms
[2020-12-17 04:09:06 main:581] : INFO : Epoch 904 | loss: 0.0313367 | val_loss: 0.0313444 | Time: 1642.18 ms
[2020-12-17 04:09:07 main:581] : INFO : Epoch 905 | loss: 0.0313368 | val_loss: 0.0313482 | Time: 1634.2 ms
[2020-12-17 04:09:09 main:581] : INFO : Epoch 906 | loss: 0.0313362 | val_loss: 0.031345 | Time: 1637.46 ms
[2020-12-17 04:09:10 main:581] : INFO : Epoch 907 | loss: 0.031337 | val_loss: 0.031353 | Time: 1642.81 ms
[2020-12-17 04:09:12 main:581] : INFO : Epoch 908 | loss: 0.031338 | val_loss: 0.031355 | Time: 1646.48 ms
[2020-12-17 04:09:14 main:581] : INFO : Epoch 909 | loss: 0.0313677 | val_loss: 0.0313803 | Time: 1642.28 ms
[2020-12-17 04:09:15 main:581] : INFO : Epoch 910 | loss: 0.0313555 | val_loss: 0.0313528 | Time: 1637.61 ms
[2020-12-17 04:09:17 main:581] : INFO : Epoch 911 | loss: 0.0313372 | val_loss: 0.0313516 | Time: 1641.33 ms
[2020-12-17 04:09:19 main:581] : INFO : Epoch 912 | loss: 0.0313375 | val_loss: 0.031346 | Time: 1636.76 ms
[2020-12-17 04:09:20 main:581] : INFO : Epoch 913 | loss: 0.0313357 | val_loss: 0.0313462 | Time: 1638 ms
[2020-12-17 04:09:22 main:581] : INFO : Epoch 914 | loss: 0.0313437 | val_loss: 0.0313587 | Time: 1638.82 ms
[2020-12-17 04:09:24 main:581] : INFO : Epoch 915 | loss: 0.0313382 | val_loss: 0.0313473 | Time: 1638.29 ms
[2020-12-17 04:09:25 main:581] : INFO : Epoch 916 | loss: 0.0313356 | val_loss: 0.0313515 | Time: 1638.64 ms
[2020-12-17 04:09:27 main:581] : INFO : Epoch 917 | loss: 0.0313402 | val_loss: 0.0313612 | Time: 1649.29 ms
[2020-12-17 04:09:29 main:581] : INFO : Epoch 918 | loss: 0.0313607 | val_loss: 0.0313667 | Time: 1637.14 ms
[2020-12-17 04:09:30 main:581] : INFO : Epoch 919 | loss: 0.0313496 | val_loss: 0.0313484 | Time: 1630.89 ms
[2020-12-17 04:09:32 main:581] : INFO : Epoch 920 | loss: 0.0313428 | val_loss: 0.0313459 | Time: 1628.28 ms
[2020-12-17 04:09:33 main:581] : INFO : Epoch 921 | loss: 0.0313409 | val_loss: 0.0313813 | Time: 1624.34 ms
[2020-12-17 04:09:35 main:581] : INFO : Epoch 922 | loss: 0.0313548 | val_loss: 0.0313517 | Time: 1626.46 ms
[2020-12-17 04:09:37 main:581] : INFO : Epoch 923 | loss: 0.0313376 | val_loss: 0.0313452 | Time: 1625.39 ms
[2020-12-17 04:09:38 main:581] : INFO : Epoch 924 | loss: 0.0313518 | val_loss: 0.0314174 | Time: 1633.18 ms
[2020-12-17 04:09:40 main:581] : INFO : Epoch 925 | loss: 0.0313627 | val_loss: 0.0313511 | Time: 1630.79 ms
[2020-12-17 04:09:42 main:581] : INFO : Epoch 926 | loss: 0.0313578 | val_loss: 0.0313802 | Time: 1648.77 ms
[2020-12-17 04:09:43 main:581] : INFO : Epoch 927 | loss: 0.0313518 | val_loss: 0.0313532 | Time: 1631.16 ms
[2020-12-17 04:09:45 main:581] : INFO : Epoch 928 | loss: 0.0313406 | val_loss: 0.0313642 | Time: 1629.36 ms
[2020-12-17 04:09:46 main:581] : INFO : Epoch 929 | loss: 0.0313411 | val_loss: 0.0313477 | Time: 1638.22 ms
[2020-12-17 04:09:48 main:581] : INFO : Epoch 930 | loss: 0.0313355 | val_loss: 0.0313502 | Time: 1634.36 ms
[2020-12-17 04:09:50 main:581] : INFO : Epoch 931 | loss: 0.0313445 | val_loss: 0.0313471 | Time: 1629 ms
[2020-12-17 04:09:51 main:581] : INFO : Epoch 932 | loss: 0.031336 | val_loss: 0.0313479 | Time: 1634.13 ms
[2020-12-17 04:09:53 main:581] : INFO : Epoch 933 | loss: 0.0313377 | val_loss: 0.0313473 | Time: 1648.88 ms
[2020-12-17 04:09:55 main:581] : INFO : Epoch 934 | loss: 0.0313374 | val_loss: 0.0313624 | Time: 1645.52 ms
[2020-12-17 04:09:56 main:581] : INFO : Epoch 935 | loss: 0.031362 | val_loss: 0.0313599 | Time: 1646.17 ms
[2020-12-17 04:09:58 main:581] : INFO : Epoch 936 | loss: 0.0313405 | val_loss: 0.0313521 | Time: 1640.88 ms
[2020-12-17 04:10:00 main:581] : INFO : Epoch 937 | loss: 0.0313383 | val_loss: 0.031343 | Time: 1646.84 ms
[2020-12-17 04:10:01 main:581] : INFO : Epoch 938 | loss: 0.0313358 | val_loss: 0.0313529 | Time: 1648.88 ms
[2020-12-17 04:10:03 main:581] : INFO : Epoch 939 | loss: 0.0313369 | val_loss: 0.0313572 | Time: 1634.41 ms
[2020-12-17 04:10:05 main:581] : INFO : Epoch 940 | loss: 0.031352 | val_loss: 0.0313673 | Time: 1634.56 ms
[2020-12-17 04:10:06 main:581] : INFO : Epoch 941 | loss: 0.0313584 | val_loss: 0.0313916 | Time: 1631.09 ms
[2020-12-17 04:10:08 main:581] : INFO : Epoch 942 | loss: 0.0313459 | val_loss: 0.0313512 | Time: 1639.68 ms
[2020-12-17 04:10:09 main:581] : INFO : Epoch 943 | loss: 0.0313381 | val_loss: 0.0313508 | Time: 1633.22 ms
[2020-12-17 04:10:11 main:581] : INFO : Epoch 944 | loss: 0.0313341 | val_loss: 0.0313495 | Time: 1632.99 ms
[2020-12-17 04:10:13 main:581] : INFO : Epoch 945 | loss: 0.0313361 | val_loss: 0.0313476 | Time: 1638.88 ms
[2020-12-17 04:10:14 main:581] : INFO : Epoch 946 | loss: 0.0313372 | val_loss: 0.031354 | Time: 1638.27 ms
[2020-12-17 04:10:16 main:581] : INFO : Epoch 947 | loss: 0.0313431 | val_loss: 0.0313642 | Time: 1637.37 ms
[2020-12-17 04:10:18 main:581] : INFO : Epoch 948 | loss: 0.0313416 | val_loss: 0.0313436 | Time: 1632.57 ms
[2020-12-17 04:10:19 main:581] : INFO : Epoch 949 | loss: 0.0313359 | val_loss: 0.03135 | Time: 1635.76 ms
[2020-12-17 04:10:21 main:581] : INFO : Epoch 950 | loss: 0.0313617 | val_loss: 0.031384 | Time: 1638.65 ms
[2020-12-17 04:10:23 main:581] : INFO : Epoch 951 | loss: 0.0313697 | val_loss: 0.0313678 | Time: 1629.84 ms
[2020-12-17 04:10:24 main:581] : INFO : Epoch 952 | loss: 0.0313881 | val_loss: 0.0314331 | Time: 1630.53 ms
[2020-12-17 04:10:26 main:581] : INFO : Epoch 953 | loss: 0.0314312 | val_loss: 0.0313927 | Time: 1628.99 ms
[2020-12-17 04:10:27 main:581] : INFO : Epoch 954 | loss: 0.0313597 | val_loss: 0.0313534 | Time: 1634.98 ms
[2020-12-17 04:10:29 main:581] : INFO : Epoch 955 | loss: 0.0313397 | val_loss: 0.0313443 | Time: 1637.41 ms
[2020-12-17 04:10:31 main:581] : INFO : Epoch 956 | loss: 0.0313345 | val_loss: 0.0313457 | Time: 1631.37 ms
[2020-12-17 04:10:32 main:581] : INFO : Epoch 957 | loss: 0.0313327 | val_loss: 0.0313541 | Time: 1638.34 ms
[2020-12-17 04:10:34 main:581] : INFO : Epoch 958 | loss: 0.0313364 | val_loss: 0.0313519 | Time: 1635.34 ms
[2020-12-17 04:10:36 main:581] : INFO : Epoch 959 | loss: 0.031336 | val_loss: 0.0313513 | Time: 1639.56 ms
[2020-12-17 04:10:37 main:581] : INFO : Epoch 960 | loss: 0.0313341 | val_loss: 0.0313433 | Time: 1637.93 ms
[2020-12-17 04:10:39 main:581] : INFO : Epoch 961 | loss: 0.0313335 | val_loss: 0.0313551 | Time: 1639.69 ms
[2020-12-17 04:10:41 main:581] : INFO : Epoch 962 | loss: 0.0313352 | val_loss: 0.0313517 | Time: 1633.66 ms
[2020-12-17 04:10:42 main:581] : INFO : Epoch 963 | loss: 0.0313566 | val_loss: 0.0313547 | Time: 1628.65 ms
[2020-12-17 04:10:44 main:581] : INFO : Epoch 964 | loss: 0.0313408 | val_loss: 0.0313478 | Time: 1625.81 ms
[2020-12-17 04:10:45 main:581] : INFO : Epoch 965 | loss: 0.0313361 | val_loss: 0.0313501 | Time: 1633.94 ms
[2020-12-17 04:10:47 main:581] : INFO : Epoch 966 | loss: 0.0313452 | val_loss: 0.0313553 | Time: 1645.51 ms
[2020-12-17 04:10:49 main:581] : INFO : Epoch 967 | loss: 0.031341 | val_loss: 0.0313539 | Time: 1638.26 ms
[2020-12-17 04:10:50 main:581] : INFO : Epoch 968 | loss: 0.0313446 | val_loss: 0.0313516 | Time: 1639.4 ms
[2020-12-17 04:10:52 main:581] : INFO : Epoch 969 | loss: 0.0313397 | val_loss: 0.0313748 | Time: 1636.4 ms
[2020-12-17 04:10:54 main:581] : INFO : Epoch 970 | loss: 0.0313503 | val_loss: 0.0313646 | Time: 1636.83 ms
[2020-12-17 04:10:55 main:581] : INFO : Epoch 971 | loss: 0.0313415 | val_loss: 0.0313496 | Time: 1639.26 ms
[2020-12-17 04:10:57 main:581] : INFO : Epoch 972 | loss: 0.0313395 | val_loss: 0.0313584 | Time: 1639.49 ms
[2020-12-17 04:10:59 main:581] : INFO : Epoch 973 | loss: 0.0313447 | val_loss: 0.0313723 | Time: 1637.56 ms
[2020-12-17 04:11:00 main:581] : INFO : Epoch 974 | loss: 0.0313447 | val_loss: 0.0313544 | Time: 1652.34 ms
[2020-12-17 04:11:02 main:581] : INFO : Epoch 975 | loss: 0.0313415 | val_loss: 0.0313621 | Time: 1633.47 ms
[2020-12-17 04:11:03 main:581] : INFO : Epoch 976 | loss: 0.0313492 | val_loss: 0.031357 | Time: 1631.03 ms
[2020-12-17 04:11:05 main:581] : INFO : Epoch 977 | loss: 0.0313408 | val_loss: 0.0313511 | Time: 1630.7 ms
[2020-12-17 04:11:07 main:581] : INFO : Epoch 978 | loss: 0.0313363 | val_loss: 0.0313569 | Time: 1633.62 ms
[2020-12-17 04:11:08 main:581] : INFO : Epoch 979 | loss: 0.0313442 | val_loss: 0.0313462 | Time: 1634.37 ms
[2020-12-17 04:11:10 main:581] : INFO : Epoch 980 | loss: 0.0313334 | val_loss: 0.0313443 | Time: 1634.89 ms
[2020-12-17 04:11:12 main:581] : INFO : Epoch 981 | loss: 0.0313334 | val_loss: 0.0313622 | Time: 1638.08 ms
[2020-12-17 04:11:13 main:581] : INFO : Epoch 982 | loss: 0.031364 | val_loss: 0.031364 | Time: 1640.56 ms
[2020-12-17 04:11:15 main:581] : INFO : Epoch 983 | loss: 0.0313421 | val_loss: 0.0313565 | Time: 1640.24 ms
[2020-12-17 04:11:17 main:581] : INFO : Epoch 984 | loss: 0.0313564 | val_loss: 0.031363 | Time: 1633.25 ms
[2020-12-17 04:11:18 main:581] : INFO : Epoch 985 | loss: 0.0313451 | val_loss: 0.0313726 | Time: 1635.42 ms
[2020-12-17 04:11:20 main:581] : INFO : Epoch 986 | loss: 0.0313573 | val_loss: 0.031363 | Time: 1646.38 ms
[2020-12-17 04:11:21 main:581] : INFO : Epoch 987 | loss: 0.0313454 | val_loss: 0.0313488 | Time: 1633.96 ms
[2020-12-17 04:11:23 main:581] : INFO : Epoch 988 | loss: 0.0313587 | val_loss: 0.0314076 | Time: 1628.17 ms
[2020-12-17 04:11:25 main:581] : INFO : Epoch 989 | loss: 0.0313593 | val_loss: 0.0313567 | Time: 1636.5 ms
[2020-12-17 04:11:26 main:581] : INFO : Epoch 990 | loss: 0.0313383 | val_loss: 0.031344 | Time: 1634.31 ms
[2020-12-17 04:11:28 main:581] : INFO : Epoch 991 | loss: 0.0313356 | val_loss: 0.0313892 | Time: 1635.59 ms
[2020-12-17 04:11:30 main:581] : INFO : Epoch 992 | loss: 0.0313734 | val_loss: 0.031366 | Time: 1645.53 ms
[2020-12-17 04:11:31 main:581] : INFO : Epoch 993 | loss: 0.031345 | val_loss: 0.0313464 | Time: 1638.16 ms
[2020-12-17 04:11:33 main:581] : INFO : Epoch 994 | loss: 0.0313368 | val_loss: 0.0313508 | Time: 1639.41 ms
[2020-12-17 04:11:35 main:581] : INFO : Epoch 995 | loss: 0.0313375 | val_loss: 0.0313422 | Time: 1645.16 ms
[2020-12-17 04:11:36 main:581] : INFO : Epoch 996 | loss: 0.0313352 | val_loss: 0.0313445 | Time: 1646.29 ms
[2020-12-17 04:11:38 main:581] : INFO : Epoch 997 | loss: 0.0313326 | val_loss: 0.0313433 | Time: 1643.97 ms
[2020-12-17 04:11:39 main:581] : INFO : Epoch 998 | loss: 0.0313353 | val_loss: 0.0313645 | Time: 1637.2 ms
[2020-12-17 04:11:41 main:581] : INFO : Epoch 999 | loss: 0.0313505 | val_loss: 0.0313561 | Time: 1635.89 ms
[2020-12-17 04:11:43 main:581] : INFO : Epoch 1000 | loss: 0.0313394 | val_loss: 0.03136 | Time: 1637.13 ms
[2020-12-17 04:11:44 main:581] : INFO : Epoch 1001 | loss: 0.0313394 | val_loss: 0.0313501 | Time: 1636.09 ms
[2020-12-17 04:11:46 main:581] : INFO : Epoch 1002 | loss: 0.0313351 | val_loss: 0.0313495 | Time: 1626.31 ms
[2020-12-17 04:11:48 main:581] : INFO : Epoch 1003 | loss: 0.0313587 | val_loss: 0.0313685 | Time: 1631.35 ms
[2020-12-17 04:11:49 main:581] : INFO : Epoch 1004 | loss: 0.0313439 | val_loss: 0.0313547 | Time: 1636.69 ms
[2020-12-17 04:11:51 main:581] : INFO : Epoch 1005 | loss: 0.0313395 | val_loss: 0.0313472 | Time: 1631.83 ms
[2020-12-17 04:11:53 main:581] : INFO : Epoch 1006 | loss: 0.031337 | val_loss: 0.0313532 | Time: 1632.48 ms
[2020-12-17 04:11:54 main:581] : INFO : Epoch 1007 | loss: 0.0313399 | val_loss: 0.0313479 | Time: 1647.45 ms
[2020-12-17 04:11:56 main:581] : INFO : Epoch 1008 | loss: 0.0313424 | val_loss: 0.0313637 | Time: 1637.96 ms
[2020-12-17 04:11:57 main:581] : INFO : Epoch 1009 | loss: 0.0313482 | val_loss: 0.0313724 | Time: 1640.75 ms
[2020-12-17 04:11:59 main:581] : INFO : Epoch 1010 | loss: 0.031343 | val_loss: 0.0313493 | Time: 1636.07 ms
[2020-12-17 04:12:01 main:581] : INFO : Epoch 1011 | loss: 0.0313383 | val_loss: 0.0313474 | Time: 1648.38 ms
[2020-12-17 04:12:02 main:581] : INFO : Epoch 1012 | loss: 0.0313338 | val_loss: 0.0313475 | Time: 1637.36 ms
[2020-12-17 04:12:04 main:581] : INFO : Epoch 1013 | loss: 0.0313362 | val_loss: 0.0313548 | Time: 1645.99 ms
[2020-12-17 04:12:06 main:581] : INFO : Epoch 1014 | loss: 0.0313586 | val_loss: 0.0313734 | Time: 1641.88 ms
[2020-12-17 04:12:07 main:581] : INFO : Epoch 1015 | loss: 0.0313559 | val_loss: 0.0313581 | Time: 1635.69 ms
[2020-12-17 04:12:09 main:581] : INFO : Epoch 1016 | loss: 0.0313386 | val_loss: 0.031346 | Time: 1631.64 ms
[2020-12-17 04:12:11 main:581] : INFO : Epoch 1017 | loss: 0.0313367 | val_loss: 0.0313509 | Time: 1633.21 ms
[2020-12-17 04:12:12 main:581] : INFO : Epoch 1018 | loss: 0.0313384 | val_loss: 0.0313734 | Time: 1646.69 ms
[2020-12-17 04:12:14 main:581] : INFO : Epoch 1019 | loss: 0.0313508 | val_loss: 0.0313497 | Time: 1635.87 ms
[2020-12-17 04:12:15 main:581] : INFO : Epoch 1020 | loss: 0.0313432 | val_loss: 0.0313541 | Time: 1631.99 ms
[2020-12-17 04:12:17 main:581] : INFO : Epoch 1021 | loss: 0.0313388 | val_loss: 0.0313479 | Time: 1635.24 ms
[2020-12-17 04:12:19 main:581] : INFO : Epoch 1022 | loss: 0.0313377 | val_loss: 0.031357 | Time: 1633.71 ms
[2020-12-17 04:12:20 main:581] : INFO : Epoch 1023 | loss: 0.0313552 | val_loss: 0.0313589 | Time: 1634.26 ms
[2020-12-17 04:12:22 main:581] : INFO : Epoch 1024 | loss: 0.0313419 | val_loss: 0.0313583 | Time: 1634.95 ms
[2020-12-17 04:12:22 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313583
[2020-12-17 04:12:22 main:610] : INFO : Saving end state to config to file
[2020-12-17 04:12:22 main:615] : INFO : Success, exiting..
04:12:22 (3962517): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)