Task 3739856
| Name | ParityModified-1606530446-31326-13_0 |
| Workunit | 1921522 |
| Created | 20 Jan 2021, 1:02:13 UTC |
| Sent | 22 Jan 2021, 9:33:57 UTC |
| Report deadline | 29 Jan 2021, 9:33:57 UTC |
| Received | 22 Jan 2021, 10:53:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5198 |
| Run time | 1 hours 18 min 35 sec |
| CPU time | 1 hours 17 min 19 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 786.96 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 64 | val_loss: 0.0311654 | Time: 4549.28 ms [2021-01-22 11:13:57 main:574] : INFO : Epoch 515 | loss: 0.0311641 | val_loss: 0.0311661 | Time: 4555.17 ms [2021-01-22 11:14:02 main:574] : INFO : Epoch 516 | loss: 0.0311629 | val_loss: 0.0311653 | Time: 4565.69 ms [2021-01-22 11:14:06 main:574] : INFO : Epoch 517 | loss: 0.0311628 | val_loss: 0.0311643 | Time: 4552.97 ms [2021-01-22 11:14:11 main:574] : INFO : Epoch 518 | loss: 0.0311626 | val_loss: 0.0311651 | Time: 4559.6 ms [2021-01-22 11:14:15 main:574] : INFO : Epoch 519 | loss: 0.0311631 | val_loss: 0.0311651 | Time: 4565.95 ms [2021-01-22 11:14:20 main:574] : INFO : Epoch 520 | loss: 0.0311624 | val_loss: 0.0311639 | Time: 4551.69 ms [2021-01-22 11:14:25 main:574] : INFO : Epoch 521 | loss: 0.0311619 | val_loss: 0.0311632 | Time: 4555.81 ms [2021-01-22 11:14:29 main:574] : INFO : Epoch 522 | loss: 0.0311617 | val_loss: 0.0311637 | Time: 4584.66 ms [2021-01-22 11:14:34 main:574] : INFO : Epoch 523 | loss: 0.0311624 | val_loss: 0.0311629 | Time: 4560.17 ms [2021-01-22 11:14:38 main:574] : INFO : Epoch 524 | loss: 0.0311635 | val_loss: 0.0311652 | Time: 4552.96 ms [2021-01-22 11:14:43 main:574] : INFO : Epoch 525 | loss: 0.0311635 | val_loss: 0.0311628 | Time: 4560.92 ms [2021-01-22 11:14:47 main:574] : INFO : Epoch 526 | loss: 0.0311617 | val_loss: 0.0311628 | Time: 4559.91 ms [2021-01-22 11:14:52 main:574] : INFO : Epoch 527 | loss: 0.031162 | val_loss: 0.0311635 | Time: 4553.99 ms [2021-01-22 11:14:57 main:574] : INFO : Epoch 528 | loss: 0.0311606 | val_loss: 0.0311617 | Time: 4562.52 ms [2021-01-22 11:15:01 main:574] : INFO : Epoch 529 | loss: 0.0311603 | val_loss: 0.0311644 | Time: 4565.86 ms [2021-01-22 11:15:06 main:574] : INFO : Epoch 530 | loss: 0.0311619 | val_loss: 0.031166 | Time: 4563.02 ms [2021-01-22 11:15:10 main:574] : INFO : Epoch 531 | loss: 0.0311613 | val_loss: 0.0311631 | Time: 4538.35 ms [2021-01-22 11:15:15 main:574] : INFO : Epoch 532 | loss: 0.0311618 | val_loss: 0.0311624 | Time: 4553.8 ms [2021-01-22 11:15:19 main:574] : INFO : Epoch 533 | loss: 0.0311596 | val_loss: 0.0311607 | Time: 4540.88 ms [2021-01-22 11:15:24 main:574] : INFO : Epoch 534 | loss: 0.0311593 | val_loss: 0.0311618 | Time: 4606.95 ms [2021-01-22 11:15:29 main:574] : INFO : Epoch 535 | loss: 0.0311585 | val_loss: 0.0311628 | Time: 4589.96 ms [2021-01-22 11:15:33 main:574] : INFO : Epoch 536 | loss: 0.0311586 | val_loss: 0.0311619 | Time: 4612.79 ms [2021-01-22 11:15:38 main:574] : INFO : Epoch 537 | loss: 0.0311592 | val_loss: 0.0311655 | Time: 4596.09 ms [2021-01-22 11:15:43 main:574] : INFO : Epoch 538 | loss: 0.0311589 | val_loss: 0.0311631 | Time: 4552.99 ms [2021-01-22 11:15:47 main:574] : INFO : Epoch 539 | loss: 0.0311583 | val_loss: 0.031164 | Time: 4618 ms [2021-01-22 11:15:52 main:574] : INFO : Epoch 540 | loss: 0.0311584 | val_loss: 0.0311638 | Time: 4622.76 ms [2021-01-22 11:15:56 main:574] : INFO : Epoch 541 | loss: 0.0311586 | val_loss: 0.031161 | Time: 4571.59 ms [2021-01-22 11:16:01 main:574] : INFO : Epoch 542 | loss: 0.0311586 | val_loss: 0.0311646 | Time: 4626.77 ms [2021-01-22 11:16:06 main:574] : INFO : Epoch 543 | loss: 0.0311607 | val_loss: 0.0311626 | Time: 4628.88 ms [2021-01-22 11:16:10 main:574] : INFO : Epoch 544 | loss: 0.0311592 | val_loss: 0.0311619 | Time: 4590.11 ms [2021-01-22 11:16:15 main:574] : INFO : Epoch 545 | loss: 0.0311579 | val_loss: 0.0311626 | Time: 4562.39 ms [2021-01-22 11:16:20 main:574] : INFO : Epoch 546 | loss: 0.0311573 | val_loss: 0.0311635 | Time: 4585.11 ms [2021-01-22 11:16:24 main:574] : INFO : Epoch 547 | loss: 0.0311594 | val_loss: 0.0311621 | Time: 4723.96 ms [2021-01-22 11:16:29 main:574] : INFO : Epoch 548 | loss: 0.0311598 | val_loss: 0.0311632 | Time: 4637.25 ms [2021-01-22 11:16:34 main:574] : INFO : Epoch 549 | loss: 0.0311583 | val_loss: 0.0311635 | Time: 4627.85 ms [2021-01-22 11:16:38 main:574] : INFO : Epoch 550 | loss: 0.0311584 | val_loss: 0.0311614 | Time: 4652.01 ms [2021-01-22 11:16:43 main:574] : INFO : Epoch 551 | loss: 0.0311596 | val_loss: 0.0311644 | Time: 4584.27 ms [2021-01-22 11:16:48 main:574] : INFO : Epoch 552 | loss: 0.0311596 | val_loss: 0.0311626 | Time: 4586.85 ms [2021-01-22 11:16:52 main:574] : INFO : Epoch 553 | loss: 0.0311583 | val_loss: 0.0311626 | Time: 4559.23 ms [2021-01-22 11:16:57 main:574] : INFO : Epoch 554 | loss: 0.0311581 | val_loss: 0.031163 | Time: 4572.65 ms [2021-01-22 11:17:01 main:574] : INFO : Epoch 555 | loss: 0.0311583 | val_loss: 0.0311625 | Time: 4572.04 ms [2021-01-22 11:17:06 main:574] : INFO : Epoch 556 | loss: 0.0311601 | val_loss: 0.0311649 | Time: 4558.76 ms [2021-01-22 11:17:10 main:574] : INFO : Epoch 557 | loss: 0.0311591 | val_loss: 0.0311666 | Time: 4560.4 ms [2021-01-22 11:17:15 main:574] : INFO : Epoch 558 | loss: 0.0311601 | val_loss: 0.0311683 | Time: 4604.25 ms [2021-01-22 11:17:20 main:574] : INFO : Epoch 559 | loss: 0.031159 | val_loss: 0.0311642 | Time: 4668.75 ms [2021-01-22 11:17:24 main:574] : INFO : Epoch 560 | loss: 0.0311576 | val_loss: 0.031164 | Time: 4558.84 ms [2021-01-22 11:17:29 main:574] : INFO : Epoch 561 | loss: 0.0311577 | val_loss: 0.0311629 | Time: 4560.27 ms [2021-01-22 11:17:33 main:574] : INFO : Epoch 562 | loss: 0.0311578 | val_loss: 0.031162 | Time: 4552.88 ms [2021-01-22 11:17:38 main:574] : INFO : Epoch 563 | loss: 0.0311575 | val_loss: 0.0311628 | Time: 4546.45 ms [2021-01-22 11:17:43 main:574] : INFO : Epoch 564 | loss: 0.0311582 | val_loss: 0.0311637 | Time: 4541.58 ms [2021-01-22 11:17:47 main:574] : INFO : Epoch 565 | loss: 0.0311584 | val_loss: 0.0311625 | Time: 4555.53 ms [2021-01-22 11:17:52 main:574] : INFO : Epoch 566 | loss: 0.0311578 | val_loss: 0.0311652 | Time: 4542.74 ms [2021-01-22 11:17:56 main:574] : INFO : Epoch 567 | loss: 0.0311581 | val_loss: 0.0311661 | Time: 4542.68 ms [2021-01-22 11:18:01 main:574] : INFO : Epoch 568 | loss: 0.0311571 | val_loss: 0.031167 | Time: 4555.32 ms [2021-01-22 11:18:05 main:574] : INFO : Epoch 569 | loss: 0.0311577 | val_loss: 0.0311666 | Time: 4574.12 ms [2021-01-22 11:18:10 main:574] : INFO : Epoch 570 | loss: 0.0311574 | val_loss: 0.0311647 | Time: 4553.33 ms [2021-01-22 11:18:15 main:574] : INFO : Epoch 571 | loss: 0.0311567 | val_loss: 0.0311639 | Time: 4542.3 ms [2021-01-22 11:18:19 main:574] : INFO : Epoch 572 | loss: 0.0311576 | val_loss: 0.0311645 | Time: 4552.55 ms [2021-01-22 11:18:24 main:574] : INFO : Epoch 573 | loss: 0.0311561 | val_loss: 0.0311629 | Time: 4564.89 ms [2021-01-22 11:18:28 main:574] : INFO : Epoch 574 | loss: 0.0311579 | val_loss: 0.0311656 | Time: 4560.38 ms [2021-01-22 11:18:33 main:574] : INFO : Epoch 575 | loss: 0.0311564 | val_loss: 0.0311646 | Time: 4553.53 ms [2021-01-22 11:18:37 main:574] : INFO : Epoch 576 | loss: 0.031155 | val_loss: 0.0311681 | Time: 4566.83 ms [2021-01-22 11:18:42 main:574] : INFO : Epoch 577 | loss: 0.0311578 | val_loss: 0.0311635 | Time: 4558.26 ms [2021-01-22 11:18:47 main:574] : INFO : Epoch 578 | loss: 0.0311555 | val_loss: 0.0311621 | Time: 4545.82 ms [2021-01-22 11:18:51 main:574] : INFO : Epoch 579 | loss: 0.0311557 | val_loss: 0.0311617 | Time: 4554.95 ms [2021-01-22 11:18:56 main:574] : INFO : Epoch 580 | loss: 0.0311558 | val_loss: 0.0311681 | Time: 4562.1 ms [2021-01-22 11:19:00 main:574] : INFO : Epoch 581 | loss: 0.0311587 | val_loss: 0.0311635 | Time: 4571.14 ms [2021-01-22 11:19:05 main:574] : INFO : Epoch 582 | loss: 0.0311574 | val_loss: 0.0311654 | Time: 4556.53 ms [2021-01-22 11:19:09 main:574] : INFO : Epoch 583 | loss: 0.0311561 | val_loss: 0.0311663 | Time: 4558.55 ms [2021-01-22 11:19:14 main:574] : INFO : Epoch 584 | loss: 0.0311559 | val_loss: 0.0311649 | Time: 4548.68 ms [2021-01-22 11:19:19 main:574] : INFO : Epoch 585 | loss: 0.0311549 | val_loss: 0.0311677 | Time: 4545.57 ms [2021-01-22 11:19:23 main:574] : INFO : Epoch 586 | loss: 0.0311556 | val_loss: 0.031163 | Time: 4556.13 ms [2021-01-22 11:19:28 main:574] : INFO : Epoch 587 | loss: 0.0311544 | val_loss: 0.0311627 | Time: 4557.27 ms [2021-01-22 11:19:32 main:574] : INFO : Epoch 588 | loss: 0.0311536 | val_loss: 0.0311625 | Time: 4546.71 ms [2021-01-22 11:19:37 main:574] : INFO : Epoch 589 | loss: 0.0311512 | val_loss: 0.031162 | Time: 4554.31 ms [2021-01-22 11:19:41 main:574] : INFO : Epoch 590 | loss: 0.0311479 | val_loss: 0.0311622 | Time: 4538.94 ms [2021-01-22 11:19:46 main:574] : INFO : Epoch 591 | loss: 0.0311466 | val_loss: 0.0311642 | Time: 4549.76 ms [2021-01-22 11:19:50 main:574] : INFO : Epoch 592 | loss: 0.0311454 | val_loss: 0.0311597 | Time: 4544.76 ms [2021-01-22 11:19:55 main:574] : INFO : Epoch 593 | loss: 0.0311444 | val_loss: 0.0311614 | Time: 4552.13 ms [2021-01-22 11:20:00 main:574] : INFO : Epoch 594 | loss: 0.0311443 | val_loss: 0.0311575 | Time: 4559.07 ms [2021-01-22 11:20:04 main:574] : INFO : Epoch 595 | loss: 0.0311448 | val_loss: 0.0311603 | Time: 4561.12 ms [2021-01-22 11:20:09 main:574] : INFO : Epoch 596 | loss: 0.0311451 | val_loss: 0.031161 | Time: 4554.27 ms [2021-01-22 11:20:13 main:574] : INFO : Epoch 597 | loss: 0.0311452 | val_loss: 0.0311579 | Time: 4543.14 ms [2021-01-22 11:20:18 main:574] : INFO : Epoch 598 | loss: 0.0311444 | val_loss: 0.0311572 | Time: 4556.69 ms [2021-01-22 11:20:22 main:574] : INFO : Epoch 599 | loss: 0.0311436 | val_loss: 0.0311603 | Time: 4548.4 ms [2021-01-22 11:20:27 main:574] : INFO : Epoch 600 | loss: 0.0311431 | val_loss: 0.031163 | Time: 4556.23 ms [2021-01-22 11:20:32 main:574] : INFO : Epoch 601 | loss: 0.0311433 | val_loss: 0.0311584 | Time: 4552.48 ms [2021-01-22 11:20:36 main:574] : INFO : Epoch 602 | loss: 0.0311441 | val_loss: 0.0311564 | Time: 4562.37 ms [2021-01-22 11:20:41 main:574] : INFO : Epoch 603 | loss: 0.0311459 | val_loss: 0.0311626 | Time: 4556 ms [2021-01-22 11:20:45 main:574] : INFO : Epoch 604 | loss: 0.0311418 | val_loss: 0.0311565 | Time: 4570.24 ms [2021-01-22 11:20:50 main:574] : INFO : Epoch 605 | loss: 0.0311403 | val_loss: 0.0311586 | Time: 4552.51 ms [2021-01-22 11:20:54 main:574] : INFO : Epoch 606 | loss: 0.0311398 | val_loss: 0.0311572 | Time: 4550.54 ms [2021-01-22 11:20:59 main:574] : INFO : Epoch 607 | loss: 0.0311394 | val_loss: 0.0311604 | Time: 4557.55 ms [2021-01-22 11:21:04 main:574] : INFO : Epoch 608 | loss: 0.0311405 | val_loss: 0.0311556 | Time: 4536.27 ms [2021-01-22 11:21:08 main:574] : INFO : Epoch 609 | loss: 0.0311401 | val_loss: 0.0311578 | Time: 4538.71 ms [2021-01-22 11:21:13 main:574] : INFO : Epoch 610 | loss: 0.0311398 | val_loss: 0.0311629 | Time: 4555.01 ms [2021-01-22 11:21:17 main:574] : INFO : Epoch 611 | loss: 0.03114 | val_loss: 0.0311575 | Time: 4551.41 ms [2021-01-22 11:21:22 main:574] : INFO : Epoch 612 | loss: 0.0311424 | val_loss: 0.0311561 | Time: 4552.53 ms [2021-01-22 11:21:26 main:574] : INFO : Epoch 613 | loss: 0.031141 | val_loss: 0.0311575 | Time: 4541.08 ms [2021-01-22 11:21:31 main:574] : INFO : Epoch 614 | loss: 0.0311452 | val_loss: 0.0311576 | Time: 4549.2 ms [2021-01-22 11:21:36 main:574] : INFO : Epoch 615 | loss: 0.0311445 | val_loss: 0.0311557 | Time: 4529.19 ms [2021-01-22 11:21:40 main:574] : INFO : Epoch 616 | loss: 0.0311417 | val_loss: 0.0311531 | Time: 4547.6 ms [2021-01-22 11:21:45 main:574] : INFO : Epoch 617 | loss: 0.0311398 | val_loss: 0.031155 | Time: 4559.39 ms [2021-01-22 11:21:49 main:574] : INFO : Epoch 618 | loss: 0.0311374 | val_loss: 0.0311569 | Time: 4552.59 ms [2021-01-22 11:21:54 main:574] : INFO : Epoch 619 | loss: 0.0311368 | val_loss: 0.0311578 | Time: 4551.63 ms [2021-01-22 11:21:58 main:574] : INFO : Epoch 620 | loss: 0.031137 | val_loss: 0.0311558 | Time: 4549.51 ms [2021-01-22 11:22:03 main:574] : INFO : Epoch 621 | loss: 0.0311361 | val_loss: 0.0311569 | Time: 4543.92 ms [2021-01-22 11:22:07 main:574] : INFO : Epoch 622 | loss: 0.0311367 | val_loss: 0.0311609 | Time: 4545.66 ms [2021-01-22 11:22:12 main:574] : INFO : Epoch 623 | loss: 0.0311363 | val_loss: 0.0311641 | Time: 4564.96 ms [2021-01-22 11:22:17 main:574] : INFO : Epoch 624 | loss: 0.0311381 | val_loss: 0.0311607 | Time: 4550.8 ms [2021-01-22 11:22:21 main:574] : INFO : Epoch 625 | loss: 0.0311369 | val_loss: 0.0311574 | Time: 4572.01 ms [2021-01-22 11:22:26 main:574] : INFO : Epoch 626 | loss: 0.0311379 | val_loss: 0.0311579 | Time: 4544.16 ms [2021-01-22 11:22:30 main:574] : INFO : Epoch 627 | loss: 0.0311379 | val_loss: 0.0311548 | Time: 4531.11 ms [2021-01-22 11:22:35 main:574] : INFO : Epoch 628 | loss: 0.0311373 | val_loss: 0.0311554 | Time: 4563.14 ms [2021-01-22 11:22:39 main:574] : INFO : Epoch 629 | loss: 0.0311368 | val_loss: 0.0311595 | Time: 4550.19 ms [2021-01-22 11:22:44 main:574] : INFO : Epoch 630 | loss: 0.0311367 | val_loss: 0.0311606 | Time: 4540.47 ms [2021-01-22 11:22:49 main:574] : INFO : Epoch 631 | loss: 0.0311369 | val_loss: 0.0311655 | Time: 4550.15 ms [2021-01-22 11:22:53 main:574] : INFO : Epoch 632 | loss: 0.031139 | val_loss: 0.0311606 | Time: 4558.2 ms [2021-01-22 11:22:58 main:574] : INFO : Epoch 633 | loss: 0.0311359 | val_loss: 0.0311626 | Time: 4561.78 ms [2021-01-22 11:23:02 main:574] : INFO : Epoch 634 | loss: 0.0311368 | val_loss: 0.0311587 | Time: 4551.45 ms [2021-01-22 11:23:07 main:574] : INFO : Epoch 635 | loss: 0.0311356 | val_loss: 0.0311553 | Time: 4557.52 ms [2021-01-22 11:23:11 main:574] : INFO : Epoch 636 | loss: 0.0311345 | val_loss: 0.0311598 | Time: 4559.63 ms [2021-01-22 11:23:16 main:574] : INFO : Epoch 637 | loss: 0.0311358 | val_loss: 0.0311538 | Time: 4561.62 ms [2021-01-22 11:23:21 main:574] : INFO : Epoch 638 | loss: 0.0311378 | val_loss: 0.031153 | Time: 4566.17 ms [2021-01-22 11:23:25 main:574] : INFO : Epoch 639 | loss: 0.0311358 | val_loss: 0.0311538 | Time: 4560.54 ms [2021-01-22 11:23:30 main:574] : INFO : Epoch 640 | loss: 0.0311364 | val_loss: 0.0311592 | Time: 4553.48 ms [2021-01-22 11:23:34 main:574] : INFO : Epoch 641 | loss: 0.0311362 | val_loss: 0.0311589 | Time: 4575.15 ms [2021-01-22 11:23:39 main:574] : INFO : Epoch 642 | loss: 0.0311363 | val_loss: 0.0311568 | Time: 4563.61 ms [2021-01-22 11:23:43 main:574] : INFO : Epoch 643 | loss: 0.0311386 | val_loss: 0.0311586 | Time: 4559.67 ms [2021-01-22 11:23:48 main:574] : INFO : Epoch 644 | loss: 0.0311431 | val_loss: 0.0311641 | Time: 4541.48 ms [2021-01-22 11:23:53 main:574] : INFO : Epoch 645 | loss: 0.0311377 | val_loss: 0.0311541 | Time: 4537.47 ms [2021-01-22 11:23:57 main:574] : INFO : Epoch 646 | loss: 0.031135 | val_loss: 0.0311574 | Time: 4553.91 ms [2021-01-22 11:24:02 main:574] : INFO : Epoch 647 | loss: 0.0311354 | val_loss: 0.0311566 | Time: 4555.2 ms [2021-01-22 11:24:06 main:574] : INFO : Epoch 648 | loss: 0.031133 | val_loss: 0.0311575 | Time: 4541.77 ms [2021-01-22 11:24:11 main:574] : INFO : Epoch 649 | loss: 0.0311327 | val_loss: 0.0311588 | Time: 4537.84 ms [2021-01-22 11:24:15 main:574] : INFO : Epoch 650 | loss: 0.0311346 | val_loss: 0.0311537 | Time: 4571.24 ms [2021-01-22 11:24:20 main:574] : INFO : Epoch 651 | loss: 0.031133 | val_loss: 0.0311583 | Time: 4553.52 ms [2021-01-22 11:24:25 main:574] : INFO : Epoch 652 | loss: 0.0311365 | val_loss: 0.0311565 | Time: 4553.09 ms [2021-01-22 11:24:29 main:574] : INFO : Epoch 653 | loss: 0.0311377 | val_loss: 0.0311537 | Time: 4563.31 ms [2021-01-22 11:24:34 main:574] : INFO : Epoch 654 | loss: 0.0311348 | val_loss: 0.0311572 | Time: 4551.26 ms [2021-01-22 11:24:38 main:574] : INFO : Epoch 655 | loss: 0.0311344 | val_loss: 0.0311657 | Time: 4563.71 ms [2021-01-22 11:24:43 main:574] : INFO : Epoch 656 | loss: 0.0311346 | val_loss: 0.0311572 | Time: 4551.11 ms [2021-01-22 11:24:47 main:574] : INFO : Epoch 657 | loss: 0.0311345 | val_loss: 0.0311602 | Time: 4550.56 ms [2021-01-22 11:24:52 main:574] : INFO : Epoch 658 | loss: 0.0311351 | val_loss: 0.0311567 | Time: 4557.13 ms [2021-01-22 11:24:57 main:574] : INFO : Epoch 659 | loss: 0.0311367 | val_loss: 0.0311609 | Time: 4546.06 ms [2021-01-22 11:25:01 main:574] : INFO : Epoch 660 | loss: 0.0311352 | val_loss: 0.0311561 | Time: 4570.53 ms [2021-01-22 11:25:06 main:574] : INFO : Epoch 661 | loss: 0.0311354 | val_loss: 0.0311519 | Time: 4559.61 ms [2021-01-22 11:25:10 main:574] : INFO : Epoch 662 | loss: 0.0311338 | val_loss: 0.0311544 | Time: 4550.74 ms [2021-01-22 11:25:15 main:574] : INFO : Epoch 663 | loss: 0.0311328 | val_loss: 0.0311537 | Time: 4538.63 ms [2021-01-22 11:25:19 main:574] : INFO : Epoch 664 | loss: 0.0311327 | val_loss: 0.031154 | Time: 4539.24 ms [2021-01-22 11:25:24 main:574] : INFO : Epoch 665 | loss: 0.0311339 | val_loss: 0.0311558 | Time: 4535.43 ms [2021-01-22 11:25:28 main:574] : INFO : Epoch 666 | loss: 0.0311346 | val_loss: 0.0311749 | Time: 4564.31 ms [2021-01-22 11:25:33 main:574] : INFO : Epoch 667 | loss: 0.0311398 | val_loss: 0.0311627 | Time: 4556.27 ms [2021-01-22 11:25:38 main:574] : INFO : Epoch 668 | loss: 0.0311342 | val_loss: 0.0311624 | Time: 4546.58 ms [2021-01-22 11:25:42 main:574] : INFO : Epoch 669 | loss: 0.0311334 | val_loss: 0.0311594 | Time: 4546.83 ms [2021-01-22 11:25:47 main:574] : INFO : Epoch 670 | loss: 0.0311341 | val_loss: 0.0311571 | Time: 4554.61 ms [2021-01-22 11:25:51 main:574] : INFO : Epoch 671 | loss: 0.0311344 | val_loss: 0.0311595 | Time: 4553.89 ms [2021-01-22 11:25:56 main:574] : INFO : Epoch 672 | loss: 0.0311363 | val_loss: 0.0311604 | Time: 4558.93 ms [2021-01-22 11:26:00 main:574] : INFO : Epoch 673 | loss: 0.0311349 | val_loss: 0.0311542 | Time: 4564.53 ms [2021-01-22 11:26:05 main:574] : INFO : Epoch 674 | loss: 0.0311379 | val_loss: 0.0311639 | Time: 4555.07 ms [2021-01-22 11:26:10 main:574] : INFO : Epoch 675 | loss: 0.0311357 | val_loss: 0.0311586 | Time: 4556.77 ms [2021-01-22 11:26:14 main:574] : INFO : Epoch 676 | loss: 0.0311344 | val_loss: 0.0311631 | Time: 4562.85 ms [2021-01-22 11:26:19 main:574] : INFO : Epoch 677 | loss: 0.0311356 | val_loss: 0.0311676 | Time: 4555.63 ms [2021-01-22 11:26:23 main:574] : INFO : Epoch 678 | loss: 0.0311343 | val_loss: 0.0311636 | Time: 4548.34 ms [2021-01-22 11:26:28 main:574] : INFO : Epoch 679 | loss: 0.0311338 | val_loss: 0.0311612 | Time: 4555.24 ms [2021-01-22 11:26:32 main:574] : INFO : Epoch 680 | loss: 0.031134 | val_loss: 0.0311648 | Time: 4556.57 ms [2021-01-22 11:26:37 main:574] : INFO : Epoch 681 | loss: 0.0311342 | val_loss: 0.0311662 | Time: 4559.49 ms [2021-01-22 11:26:42 main:574] : INFO : Epoch 682 | loss: 0.031135 | val_loss: 0.031163 | Time: 4537.17 ms [2021-01-22 11:26:46 main:574] : INFO : Epoch 683 | loss: 0.0311381 | val_loss: 0.0311625 | Time: 4547.35 ms [2021-01-22 11:26:51 main:574] : INFO : Epoch 684 | loss: 0.0311373 | val_loss: 0.0311716 | Time: 4552.81 ms [2021-01-22 11:26:55 main:574] : INFO : Epoch 685 | loss: 0.0311355 | val_loss: 0.0311665 | Time: 4543.47 ms [2021-01-22 11:27:00 main:574] : INFO : Epoch 686 | loss: 0.0311352 | val_loss: 0.0311654 | Time: 4553.79 ms [2021-01-22 11:27:04 main:574] : INFO : Epoch 687 | loss: 0.0311354 | val_loss: 0.0311627 | Time: 4569 ms [2021-01-22 11:27:09 main:574] : INFO : Epoch 688 | loss: 0.0311337 | val_loss: 0.0311598 | Time: 4551.89 ms [2021-01-22 11:27:14 main:574] : INFO : Epoch 689 | loss: 0.0311313 | val_loss: 0.0311623 | Time: 4555.7 ms [2021-01-22 11:27:18 main:574] : INFO : Epoch 690 | loss: 0.0311368 | val_loss: 0.0311725 | Time: 4559.49 ms [2021-01-22 11:27:23 main:574] : INFO : Epoch 691 | loss: 0.0311363 | val_loss: 0.0311642 | Time: 4556.06 ms [2021-01-22 11:27:27 main:574] : INFO : Epoch 692 | loss: 0.0311306 | val_loss: 0.0311667 | Time: 4546.63 ms [2021-01-22 11:27:32 main:574] : INFO : Epoch 693 | loss: 0.0311334 | val_loss: 0.0311652 | Time: 4554.72 ms [2021-01-22 11:27:37 main:574] : INFO : Epoch 694 | loss: 0.0311371 | val_loss: 0.0311614 | Time: 4570.93 ms [2021-01-22 11:27:41 main:574] : INFO : Epoch 695 | loss: 0.0311342 | val_loss: 0.0311612 | Time: 4542.93 ms [2021-01-22 11:27:46 main:574] : INFO : Epoch 696 | loss: 0.0311336 | val_loss: 0.0311618 | Time: 4547.25 ms [2021-01-22 11:27:51 main:574] : INFO : Epoch 697 | loss: 0.0311324 | val_loss: 0.0311644 | Time: 4550.01 ms [2021-01-22 11:27:55 main:574] : INFO : Epoch 698 | loss: 0.0311302 | val_loss: 0.0311674 | Time: 4559.56 ms [2021-01-22 11:28:00 main:574] : INFO : Epoch 699 | loss: 0.0311299 | val_loss: 0.031167 | Time: 4555.78 ms [2021-01-22 11:28:04 main:574] : INFO : Epoch 700 | loss: 0.0311295 | val_loss: 0.0311616 | Time: 4536.98 ms [2021-01-22 11:28:09 main:574] : INFO : Epoch 701 | loss: 0.0311314 | val_loss: 0.0311654 | Time: 4539.17 ms [2021-01-22 11:28:13 main:574] : INFO : Epoch 702 | loss: 0.031131 | val_loss: 0.0311613 | Time: 4551.88 ms [2021-01-22 11:28:18 main:574] : INFO : Epoch 703 | loss: 0.0311305 | val_loss: 0.0311616 | Time: 4549.24 ms [2021-01-22 11:28:23 main:574] : INFO : Epoch 704 | loss: 0.0311278 | val_loss: 0.0311644 | Time: 4551.14 ms [2021-01-22 11:28:27 main:574] : INFO : Epoch 705 | loss: 0.031131 | val_loss: 0.0311668 | Time: 4556.14 ms [2021-01-22 11:28:32 main:574] : INFO : Epoch 706 | loss: 0.0311305 | val_loss: 0.0311652 | Time: 4550.85 ms [2021-01-22 11:28:36 main:574] : INFO : Epoch 707 | loss: 0.0311317 | val_loss: 0.0311735 | Time: 4559.54 ms [2021-01-22 11:28:41 main:574] : INFO : Epoch 708 | loss: 0.0311332 | val_loss: 0.0311736 | Time: 4557.13 ms [2021-01-22 11:28:45 main:574] : INFO : Epoch 709 | loss: 0.0311336 | val_loss: 0.0311615 | Time: 4575.64 ms [2021-01-22 11:28:50 main:574] : INFO : Epoch 710 | loss: 0.0311297 | val_loss: 0.0311676 | Time: 4561.32 ms [2021-01-22 11:28:55 main:574] : INFO : Epoch 711 | loss: 0.0311308 | val_loss: 0.0311694 | Time: 4553.02 ms [2021-01-22 11:28:59 main:574] : INFO : Epoch 712 | loss: 0.0311284 | val_loss: 0.0311693 | Time: 4559.13 ms [2021-01-22 11:29:04 main:574] : INFO : Epoch 713 | loss: 0.0311287 | val_loss: 0.0311678 | Time: 4551.31 ms [2021-01-22 11:29:08 main:574] : INFO : Epoch 714 | loss: 0.0311306 | val_loss: 0.0311731 | Time: 4543.56 ms [2021-01-22 11:29:13 main:574] : INFO : Epoch 715 | loss: 0.0311316 | val_loss: 0.031167 | Time: 4559.42 ms [2021-01-22 11:29:17 main:574] : INFO : Epoch 716 | loss: 0.0311301 | val_loss: 0.0311605 | Time: 4562.86 ms [2021-01-22 11:29:22 main:574] : INFO : Epoch 717 | loss: 0.0311283 | val_loss: 0.0311672 | Time: 4542.84 ms [2021-01-22 11:29:27 main:574] : INFO : Epoch 718 | loss: 0.0311296 | val_loss: 0.0311671 | Time: 4541.63 ms [2021-01-22 11:29:31 main:574] : INFO : Epoch 719 | loss: 0.0311302 | val_loss: 0.0311669 | Time: 4550.76 ms [2021-01-22 11:29:36 main:574] : INFO : Epoch 720 | loss: 0.0311327 | val_loss: 0.0311716 | Time: 4551.98 ms [2021-01-22 11:29:40 main:574] : INFO : Epoch 721 | loss: 0.0311316 | val_loss: 0.0311706 | Time: 4559.16 ms [2021-01-22 11:29:45 main:574] : INFO : Epoch 722 | loss: 0.0311284 | val_loss: 0.0311674 | Time: 4556.83 ms [2021-01-22 11:29:49 main:574] : INFO : Epoch 723 | loss: 0.0311305 | val_loss: 0.0311655 | Time: 4554.59 ms [2021-01-22 11:29:54 main:574] : INFO : Epoch 724 | loss: 0.0311308 | val_loss: 0.0311709 | Time: 4558.72 ms [2021-01-22 11:29:59 main:574] : INFO : Epoch 725 | loss: 0.0311315 | val_loss: 0.0311649 | Time: 4562.36 ms [2021-01-22 11:30:03 main:574] : INFO : Epoch 726 | loss: 0.0311305 | val_loss: 0.0311698 | Time: 4554.26 ms [2021-01-22 11:30:08 main:574] : INFO : Epoch 727 | loss: 0.031134 | val_loss: 0.0311671 | Time: 4556.08 ms [2021-01-22 11:30:12 main:574] : INFO : Epoch 728 | loss: 0.0311311 | val_loss: 0.0311684 | Time: 4544.81 ms [2021-01-22 11:30:17 main:574] : INFO : Epoch 729 | loss: 0.0311312 | val_loss: 0.0311629 | Time: 4567.17 ms [2021-01-22 11:30:21 main:574] : INFO : Epoch 730 | loss: 0.0311328 | val_loss: 0.0311638 | Time: 4559.98 ms [2021-01-22 11:30:26 main:574] : INFO : Epoch 731 | loss: 0.0311288 | val_loss: 0.0311634 | Time: 4574.71 ms [2021-01-22 11:30:31 main:574] : INFO : Epoch 732 | loss: 0.0311302 | val_loss: 0.031164 | Time: 4557.9 ms [2021-01-22 11:30:35 main:574] : INFO : Epoch 733 | loss: 0.0311338 | val_loss: 0.0311704 | Time: 4542.52 ms [2021-01-22 11:30:40 main:574] : INFO : Epoch 734 | loss: 0.0311302 | val_loss: 0.0311697 | Time: 4549.53 ms [2021-01-22 11:30:44 main:574] : INFO : Epoch 735 | loss: 0.0311345 | val_loss: 0.0311675 | Time: 4547.13 ms [2021-01-22 11:30:49 main:574] : INFO : Epoch 736 | loss: 0.0311394 | val_loss: 0.0311622 | Time: 4565.19 ms [2021-01-22 11:30:53 main:574] : INFO : Epoch 737 | loss: 0.0311343 | val_loss: 0.031165 | Time: 4542.7 ms [2021-01-22 11:30:58 main:574] : INFO : Epoch 738 | loss: 0.0311339 | val_loss: 0.0311601 | Time: 4548.04 ms [2021-01-22 11:31:03 main:574] : INFO : Epoch 739 | loss: 0.0311363 | val_loss: 0.0311657 | Time: 4549.06 ms [2021-01-22 11:31:07 main:574] : INFO : Epoch 740 | loss: 0.0311358 | val_loss: 0.0311634 | Time: 4543.25 ms [2021-01-22 11:31:12 main:574] : INFO : Epoch 741 | loss: 0.0311317 | val_loss: 0.0311642 | Time: 4554.39 ms [2021-01-22 11:31:16 main:574] : INFO : Epoch 742 | loss: 0.0311314 | val_loss: 0.0311625 | Time: 4548.52 ms [2021-01-22 11:31:21 main:574] : INFO : Epoch 743 | loss: 0.0311316 | val_loss: 0.0311709 | Time: 4567.58 ms [2021-01-22 11:31:25 main:574] : INFO : Epoch 744 | loss: 0.0311329 | val_loss: 0.0311629 | Time: 4558.38 ms [2021-01-22 11:31:30 main:574] : INFO : Epoch 745 | loss: 0.0311296 | val_loss: 0.0311647 | Time: 4557.23 ms [2021-01-22 11:31:35 main:574] : INFO : Epoch 746 | loss: 0.0311305 | val_loss: 0.0311641 | Time: 4548.88 ms [2021-01-22 11:31:39 main:574] : INFO : Epoch 747 | loss: 0.0311295 | val_loss: 0.0311641 | Time: 4547.2 ms [2021-01-22 11:31:44 main:574] : INFO : Epoch 748 | loss: 0.0311276 | val_loss: 0.0311624 | Time: 4556.07 ms [2021-01-22 11:31:48 main:574] : INFO : Epoch 749 | loss: 0.0311279 | val_loss: 0.0311624 | Time: 4550.54 ms [2021-01-22 11:31:53 main:574] : INFO : Epoch 750 | loss: 0.031128 | val_loss: 0.0311592 | Time: 4559.97 ms [2021-01-22 11:31:57 main:574] : INFO : Epoch 751 | loss: 0.0311277 | val_loss: 0.031159 | Time: 4567.62 ms [2021-01-22 11:32:02 main:574] : INFO : Epoch 752 | loss: 0.0311288 | val_loss: 0.0311621 | Time: 4555.43 ms [2021-01-22 11:32:07 main:574] : INFO : Epoch 753 | loss: 0.0311286 | val_loss: 0.0311608 | Time: 4544.37 ms [2021-01-22 11:32:11 main:574] : INFO : Epoch 754 | loss: 0.0311291 | val_loss: 0.0311664 | Time: 4565.63 ms [2021-01-22 11:32:16 main:574] : INFO : Epoch 755 | loss: 0.0311304 | val_loss: 0.0311684 | Time: 4546.31 ms [2021-01-22 11:32:20 main:574] : INFO : Epoch 756 | loss: 0.0311296 | val_loss: 0.0311675 | Time: 4536.43 ms [2021-01-22 11:32:25 main:574] : INFO : Epoch 757 | loss: 0.0311296 | val_loss: 0.0311647 | Time: 4556.37 ms [2021-01-22 11:32:29 main:574] : INFO : Epoch 758 | loss: 0.0311293 | val_loss: 0.0311608 | Time: 4560.63 ms [2021-01-22 11:32:34 main:574] : INFO : Epoch 759 | loss: 0.0311286 | val_loss: 0.0311638 | Time: 4557.55 ms [2021-01-22 11:32:39 main:574] : INFO : Epoch 760 | loss: 0.031128 | val_loss: 0.0311596 | Time: 4559.21 ms [2021-01-22 11:32:43 main:574] : INFO : Epoch 761 | loss: 0.0311287 | val_loss: 0.0311624 | Time: 4564.17 ms [2021-01-22 11:32:48 main:574] : INFO : Epoch 762 | loss: 0.03113 | val_loss: 0.0311685 | Time: 4559.36 ms [2021-01-22 11:32:52 main:574] : INFO : Epoch 763 | loss: 0.0311309 | val_loss: 0.0311586 | Time: 4545.15 ms [2021-01-22 11:32:57 main:574] : INFO : Epoch 764 | loss: 0.0311297 | val_loss: 0.0311601 | Time: 4549.54 ms [2021-01-22 11:33:01 main:574] : INFO : Epoch 765 | loss: 0.0311291 | val_loss: 0.0311563 | Time: 4559.2 ms [2021-01-22 11:33:06 main:574] : INFO : Epoch 766 | loss: 0.0311321 | val_loss: 0.0311594 | Time: 4554.61 ms [2021-01-22 11:33:11 main:574] : INFO : Epoch 767 | loss: 0.0311295 | val_loss: 0.0311578 | Time: 4547.09 ms [2021-01-22 11:33:15 main:574] : INFO : Epoch 768 | loss: 0.0311285 | val_loss: 0.0311595 | Time: 4550.6 ms [2021-01-22 11:33:20 main:574] : INFO : Epoch 769 | loss: 0.0311277 | val_loss: 0.0311684 | Time: 4566.64 ms [2021-01-22 11:33:24 main:574] : INFO : Epoch 770 | loss: 0.0311287 | val_loss: 0.0311637 | Time: 4568.43 ms [2021-01-22 11:33:29 main:574] : INFO : Epoch 771 | loss: 0.0311284 | val_loss: 0.0311571 | Time: 4556.76 ms [2021-01-22 11:33:34 main:574] : INFO : Epoch 772 | loss: 0.0311277 | val_loss: 0.0311592 | Time: 4565.39 ms [2021-01-22 11:33:38 main:574] : INFO : Epoch 773 | loss: 0.0311293 | val_loss: 0.0311624 | Time: 4548.93 ms [2021-01-22 11:33:43 main:574] : INFO : Epoch 774 | loss: 0.0311298 | val_loss: 0.0311609 | Time: 4539.42 ms [2021-01-22 11:33:47 main:574] : INFO : Epoch 775 | loss: 0.0311302 | val_loss: 0.0311623 | Time: 4545.92 ms [2021-01-22 11:33:52 main:574] : INFO : Epoch 776 | loss: 0.0311299 | val_loss: 0.031157 | Time: 4546.6 ms [2021-01-22 11:33:56 main:574] : INFO : Epoch 777 | loss: 0.0311285 | val_loss: 0.0311602 | Time: 4550.08 ms [2021-01-22 11:34:01 main:574] : INFO : Epoch 778 | loss: 0.0311283 | val_loss: 0.0311597 | Time: 4557.17 ms [2021-01-22 11:34:06 main:574] : INFO : Epoch 779 | loss: 0.0311282 | val_loss: 0.0311658 | Time: 4562.04 ms [2021-01-22 11:34:10 main:574] : INFO : Epoch 780 | loss: 0.0311292 | val_loss: 0.0311582 | Time: 4563.99 ms [2021-01-22 11:34:15 main:574] : INFO : Epoch 781 | loss: 0.0311305 | val_loss: 0.0311609 | Time: 4557.5 ms [2021-01-22 11:34:19 main:574] : INFO : Epoch 782 | loss: 0.0311277 | val_loss: 0.0311579 | Time: 4557.18 ms [2021-01-22 11:34:24 main:574] : INFO : Epoch 783 | loss: 0.0311322 | val_loss: 0.031157 | Time: 4560.19 ms [2021-01-22 11:34:28 main:574] : INFO : Epoch 784 | loss: 0.0311324 | val_loss: 0.0311574 | Time: 4562.63 ms [2021-01-22 11:34:33 main:574] : INFO : Epoch 785 | loss: 0.0311346 | val_loss: 0.0311658 | Time: 4557.84 ms [2021-01-22 11:34:38 main:574] : INFO : Epoch 786 | loss: 0.0311325 | val_loss: 0.0311525 | Time: 4562.97 ms [2021-01-22 11:34:42 main:574] : INFO : Epoch 787 | loss: 0.0311295 | val_loss: 0.0311503 | Time: 4553.48 ms [2021-01-22 11:34:47 main:574] : INFO : Epoch 788 | loss: 0.0311312 | val_loss: 0.0311536 | Time: 4554.37 ms [2021-01-22 11:34:51 main:574] : INFO : Epoch 789 | loss: 0.0311323 | val_loss: 0.0311718 | Time: 4557.51 ms [2021-01-22 11:34:56 main:574] : INFO : Epoch 790 | loss: 0.0311343 | val_loss: 0.0311545 | Time: 4561.81 ms [2021-01-22 11:35:00 main:574] : INFO : Epoch 791 | loss: 0.0311308 | val_loss: 0.0311584 | Time: 4548.73 ms [2021-01-22 11:35:05 main:574] : INFO : Epoch 792 | loss: 0.0311291 | val_loss: 0.0311642 | Time: 4544.14 ms [2021-01-22 11:35:10 main:574] : INFO : Epoch 793 | loss: 0.0311324 | val_loss: 0.0311619 | Time: 4539.45 ms [2021-01-22 11:35:14 main:574] : INFO : Epoch 794 | loss: 0.0311306 | val_loss: 0.0311631 | Time: 4550.2 ms [2021-01-22 11:35:19 main:574] : INFO : Epoch 795 | loss: 0.0311263 | val_loss: 0.0311555 | Time: 4548.74 ms [2021-01-22 11:35:23 main:574] : INFO : Epoch 796 | loss: 0.0311258 | val_loss: 0.0311616 | Time: 4552.92 ms [2021-01-22 11:35:28 main:574] : INFO : Epoch 797 | loss: 0.0311286 | val_loss: 0.0311552 | Time: 4554.34 ms [2021-01-22 11:35:32 main:574] : INFO : Epoch 798 | loss: 0.031127 | val_loss: 0.0311615 | Time: 4544.97 ms [2021-01-22 11:35:37 main:574] : INFO : Epoch 799 | loss: 0.0311285 | val_loss: 0.0311575 | Time: 4555.19 ms [2021-01-22 11:35:42 main:574] : INFO : Epoch 800 | loss: 0.0311266 | val_loss: 0.0311589 | Time: 4549.48 ms [2021-01-22 11:35:46 main:574] : INFO : Epoch 801 | loss: 0.0311252 | val_loss: 0.0311555 | Time: 4550.31 ms [2021-01-22 11:35:51 main:574] : INFO : Epoch 802 | loss: 0.0311255 | val_loss: 0.0311547 | Time: 4559.32 ms [2021-01-22 11:35:55 main:574] : INFO : Epoch 803 | loss: 0.0311241 | val_loss: 0.0311613 | Time: 4554.22 ms [2021-01-22 11:36:00 main:574] : INFO : Epoch 804 | loss: 0.0311272 | val_loss: 0.0311577 | Time: 4548.96 ms [2021-01-22 11:36:04 main:574] : INFO : Epoch 805 | loss: 0.0311277 | val_loss: 0.0311619 | Time: 4559.02 ms [2021-01-22 11:36:09 main:574] : INFO : Epoch 806 | loss: 0.0311314 | val_loss: 0.0311593 | Time: 4549.24 ms [2021-01-22 11:36:14 main:574] : INFO : Epoch 807 | loss: 0.0311264 | val_loss: 0.0311555 | Time: 4570.64 ms [2021-01-22 11:36:18 main:574] : INFO : Epoch 808 | loss: 0.0311277 | val_loss: 0.0311624 | Time: 4567.68 ms [2021-01-22 11:36:23 main:574] : INFO : Epoch 809 | loss: 0.0311253 | val_loss: 0.0311646 | Time: 4558.09 ms [2021-01-22 11:36:27 main:574] : INFO : Epoch 810 | loss: 0.0311248 | val_loss: 0.0311648 | Time: 4539.87 ms [2021-01-22 11:36:32 main:574] : INFO : Epoch 811 | loss: 0.0311251 | val_loss: 0.0311629 | Time: 4537.81 ms [2021-01-22 11:36:36 main:574] : INFO : Epoch 812 | loss: 0.0311284 | val_loss: 0.0311726 | Time: 4538.78 ms [2021-01-22 11:36:41 main:574] : INFO : Epoch 813 | loss: 0.0311297 | val_loss: 0.0311702 | Time: 4552.58 ms [2021-01-22 11:36:46 main:574] : INFO : Epoch 814 | loss: 0.0311303 | val_loss: 0.0311632 | Time: 4555.1 ms [2021-01-22 11:36:50 main:574] : INFO : Epoch 815 | loss: 0.0311286 | val_loss: 0.0311647 | Time: 4564.74 ms [2021-01-22 11:36:55 main:574] : INFO : Epoch 816 | loss: 0.0311282 | val_loss: 0.0311689 | Time: 4546.83 ms [2021-01-22 11:36:59 main:574] : INFO : Epoch 817 | loss: 0.0311306 | val_loss: 0.0311713 | Time: 4561.43 ms [2021-01-22 11:37:04 main:574] : INFO : Epoch 818 | loss: 0.0311314 | val_loss: 0.0311624 | Time: 4560.06 ms [2021-01-22 11:37:08 main:574] : INFO : Epoch 819 | loss: 0.0311319 | val_loss: 0.0311634 | Time: 4551.36 ms [2021-01-22 11:37:13 main:574] : INFO : Epoch 820 | loss: 0.0311285 | val_loss: 0.0311574 | Time: 4562.93 ms [2021-01-22 11:37:18 main:574] : INFO : Epoch 821 | loss: 0.0311266 | val_loss: 0.0311598 | Time: 4558.95 ms [2021-01-22 11:37:22 main:574] : INFO : Epoch 822 | loss: 0.0311256 | val_loss: 0.0311629 | Time: 4564.91 ms [2021-01-22 11:37:27 main:574] : INFO : Epoch 823 | loss: 0.0311244 | val_loss: 0.031158 | Time: 4562.06 ms [2021-01-22 11:37:31 main:574] : INFO : Epoch 824 | loss: 0.0311323 | val_loss: 0.0311641 | Time: 4541.42 ms [2021-01-22 11:37:36 main:574] : INFO : Epoch 825 | loss: 0.0311327 | val_loss: 0.0311641 | Time: 4541.39 ms [2021-01-22 11:37:40 main:574] : INFO : Epoch 826 | loss: 0.0311295 | val_loss: 0.0311606 | Time: 4557.24 ms [2021-01-22 11:37:45 main:574] : INFO : Epoch 827 | loss: 0.0311276 | val_loss: 0.031161 | Time: 4558.63 ms [2021-01-22 11:37:50 main:574] : INFO : Epoch 828 | loss: 0.031129 | val_loss: 0.0311586 | Time: 4559.17 ms [2021-01-22 11:37:54 main:574] : INFO : Epoch 829 | loss: 0.0311262 | val_loss: 0.0311543 | Time: 4535.04 ms [2021-01-22 11:37:59 main:574] : INFO : Epoch 830 | loss: 0.0311246 | val_loss: 0.0311554 | Time: 4539.26 ms [2021-01-22 11:38:03 main:574] : INFO : Epoch 831 | loss: 0.0311295 | val_loss: 0.0311537 | Time: 4558.29 ms [2021-01-22 11:38:08 main:574] : INFO : Epoch 832 | loss: 0.0311301 | val_loss: 0.0311534 | Time: 4564.39 ms [2021-01-22 11:38:12 main:574] : INFO : Epoch 833 | loss: 0.0311273 | val_loss: 0.0311544 | Time: 4548.36 ms [2021-01-22 11:38:17 main:574] : INFO : Epoch 834 | loss: 0.0311292 | val_loss: 0.0311512 | Time: 4557.49 ms [2021-01-22 11:38:21 main:574] : INFO : Epoch 835 | loss: 0.0311303 | val_loss: 0.0311547 | Time: 4563.93 ms [2021-01-22 11:38:26 main:574] : INFO : Epoch 836 | loss: 0.0311277 | val_loss: 0.0311511 | Time: 4557.28 ms [2021-01-22 11:38:31 main:574] : INFO : Epoch 837 | loss: 0.0311279 | val_loss: 0.0311557 | Time: 4550.83 ms [2021-01-22 11:38:35 main:574] : INFO : Epoch 838 | loss: 0.0311329 | val_loss: 0.0311585 | Time: 4569.5 ms [2021-01-22 11:38:40 main:574] : INFO : Epoch 839 | loss: 0.0311277 | val_loss: 0.0311489 | Time: 4546.82 ms [2021-01-22 11:38:44 main:574] : INFO : Epoch 840 | loss: 0.0311264 | val_loss: 0.0311579 | Time: 4545.82 ms [2021-01-22 11:38:49 main:574] : INFO : Epoch 841 | loss: 0.03113 | val_loss: 0.0311542 | Time: 4558.49 ms [2021-01-22 11:38:53 main:574] : INFO : Epoch 842 | loss: 0.0311266 | val_loss: 0.0311581 | Time: 4570.7 ms [2021-01-22 11:38:58 main:574] : INFO : Epoch 843 | loss: 0.0311268 | val_loss: 0.0311547 | Time: 4559.46 ms [2021-01-22 11:39:03 main:574] : INFO : Epoch 844 | loss: 0.0311256 | val_loss: 0.031153 | Time: 4550.9 ms [2021-01-22 11:39:07 main:574] : INFO : Epoch 845 | loss: 0.0311248 | val_loss: 0.0311614 | Time: 4560.67 ms [2021-01-22 11:39:12 main:574] : INFO : Epoch 846 | loss: 0.0311275 | val_loss: 0.0311626 | Time: 4546.76 ms [2021-01-22 11:39:16 main:574] : INFO : Epoch 847 | loss: 0.0311262 | val_loss: 0.0311576 | Time: 4545.51 ms [2021-01-22 11:39:21 main:574] : INFO : Epoch 848 | loss: 0.0311257 | val_loss: 0.0311531 | Time: 4554.89 ms [2021-01-22 11:39:25 main:574] : INFO : Epoch 849 | loss: 0.0311246 | val_loss: 0.0311593 | Time: 4554.73 ms [2021-01-22 11:39:30 main:574] : INFO : Epoch 850 | loss: 0.0311263 | val_loss: 0.0311562 | Time: 4552.57 ms [2021-01-22 11:39:35 main:574] : INFO : Epoch 851 | loss: 0.0311336 | val_loss: 0.0311533 | Time: 4548.18 ms [2021-01-22 11:39:39 main:574] : INFO : Epoch 852 | loss: 0.0311393 | val_loss: 0.0311551 | Time: 4566.63 ms [2021-01-22 11:39:44 main:574] : INFO : Epoch 853 | loss: 0.0311371 | val_loss: 0.0311527 | Time: 4553.12 ms [2021-01-22 11:39:48 main:574] : INFO : Epoch 854 | loss: 0.0311358 | val_loss: 0.0311524 | Time: 4547.18 ms [2021-01-22 11:39:53 main:574] : INFO : Epoch 855 | loss: 0.0311331 | val_loss: 0.0311527 | Time: 4554.67 ms [2021-01-22 11:39:57 main:574] : INFO : Epoch 856 | loss: 0.0311329 | val_loss: 0.0311606 | Time: 4561.51 ms [2021-01-22 11:40:02 main:574] : INFO : Epoch 857 | loss: 0.0311356 | val_loss: 0.0311627 | Time: 4553.75 ms [2021-01-22 11:40:07 main:574] : INFO : Epoch 858 | loss: 0.0311325 | val_loss: 0.0311551 | Time: 4547.58 ms [2021-01-22 11:40:11 main:574] : INFO : Epoch 859 | loss: 0.0311325 | val_loss: 0.0311537 | Time: 4557.78 ms [2021-01-22 11:40:16 main:574] : INFO : Epoch 860 | loss: 0.031132 | val_loss: 0.0311587 | Time: 4549.55 ms [2021-01-22 11:40:20 main:574] : INFO : Epoch 861 | loss: 0.0311306 | val_loss: 0.0311573 | Time: 4553.55 ms [2021-01-22 11:40:25 main:574] : INFO : Epoch 862 | loss: 0.0311308 | val_loss: 0.031154 | Time: 4560.77 ms [2021-01-22 11:40:29 main:574] : INFO : Epoch 863 | loss: 0.0311341 | val_loss: 0.0311689 | Time: 4561.78 ms [2021-01-22 11:40:34 main:574] : INFO : Epoch 864 | loss: 0.031134 | val_loss: 0.03116 | Time: 4561.74 ms [2021-01-22 11:40:39 main:574] : INFO : Epoch 865 | loss: 0.0311327 | val_loss: 0.0311556 | Time: 4535.54 ms [2021-01-22 11:40:43 main:574] : INFO : Epoch 866 | loss: 0.0311289 | val_loss: 0.0311539 | Time: 4548.43 ms [2021-01-22 11:40:48 main:574] : INFO : Epoch 867 | loss: 0.0311275 | val_loss: 0.0311516 | Time: 4549.06 ms [2021-01-22 11:40:52 main:574] : INFO : Epoch 868 | loss: 0.0311286 | val_loss: 0.0311559 | Time: 4561.6 ms [2021-01-22 11:40:57 main:574] : INFO : Epoch 869 | loss: 0.0311273 | val_loss: 0.0311511 | Time: 4551.47 ms [2021-01-22 11:41:01 main:574] : INFO : Epoch 870 | loss: 0.0311278 | val_loss: 0.0311562 | Time: 4572.65 ms [2021-01-22 11:41:06 main:574] : INFO : Epoch 871 | loss: 0.0311276 | val_loss: 0.0311563 | Time: 4565.09 ms [2021-01-22 11:41:11 main:574] : INFO : Epoch 872 | loss: 0.0311271 | val_loss: 0.031156 | Time: 4558.81 ms [2021-01-22 11:41:15 main:574] : INFO : Epoch 873 | loss: 0.0311286 | val_loss: 0.0311601 | Time: 4546.3 ms [2021-01-22 11:41:20 main:574] : INFO : Epoch 874 | loss: 0.0311332 | val_loss: 0.0311599 | Time: 4556.99 ms [2021-01-22 11:41:24 main:574] : INFO : Epoch 875 | loss: 0.0311279 | val_loss: 0.031153 | Time: 4556 ms [2021-01-22 11:41:29 main:574] : INFO : Epoch 876 | loss: 0.0311269 | val_loss: 0.0311643 | Time: 4555.78 ms [2021-01-22 11:41:33 main:574] : INFO : Epoch 877 | loss: 0.0311312 | val_loss: 0.0311618 | Time: 4568.05 ms [2021-01-22 11:41:38 main:574] : INFO : Epoch 878 | loss: 0.0311264 | val_loss: 0.031159 | Time: 4549.48 ms [2021-01-22 11:41:43 main:574] : INFO : Epoch 879 | loss: 0.0311265 | val_loss: 0.0311598 | Time: 4549.38 ms [2021-01-22 11:41:47 main:574] : INFO : Epoch 880 | loss: 0.0311316 | val_loss: 0.0311601 | Time: 4569.43 ms [2021-01-22 11:41:52 main:574] : INFO : Epoch 881 | loss: 0.0311317 | val_loss: 0.0311571 | Time: 4547.71 ms [2021-01-22 11:41:56 main:574] : INFO : Epoch 882 | loss: 0.0311291 | val_loss: 0.031157 | Time: 4557.59 ms [2021-01-22 11:42:01 main:574] : INFO : Epoch 883 | loss: 0.0311293 | val_loss: 0.0311572 | Time: 4564.66 ms [2021-01-22 11:42:05 main:574] : INFO : Epoch 884 | loss: 0.0311306 | val_loss: 0.0311594 | Time: 4547.79 ms [2021-01-22 11:42:10 main:574] : INFO : Epoch 885 | loss: 0.0311299 | val_loss: 0.0311606 | Time: 4545.52 ms [2021-01-22 11:42:15 main:574] : INFO : Epoch 886 | loss: 0.0311392 | val_loss: 0.031176 | Time: 4559.71 ms [2021-01-22 11:42:19 main:574] : INFO : Epoch 887 | loss: 0.0311317 | val_loss: 0.0311658 | Time: 4563.61 ms [2021-01-22 11:42:24 main:574] : INFO : Epoch 888 | loss: 0.0311279 | val_loss: 0.0311596 | Time: 4565.89 ms [2021-01-22 11:42:28 main:574] : INFO : Epoch 889 | loss: 0.0311304 | val_loss: 0.0311657 | Time: 4556.96 ms [2021-01-22 11:42:33 main:574] : INFO : Epoch 890 | loss: 0.0311322 | val_loss: 0.031162 | Time: 4542.72 ms [2021-01-22 11:42:37 main:574] : INFO : Epoch 891 | loss: 0.0311304 | val_loss: 0.0311565 | Time: 4554.93 ms [2021-01-22 11:42:42 main:574] : INFO : Epoch 892 | loss: 0.0311287 | val_loss: 0.031158 | Time: 4562.08 ms [2021-01-22 11:42:47 main:574] : INFO : Epoch 893 | loss: 0.0311277 | val_loss: 0.031157 | Time: 4561.76 ms [2021-01-22 11:42:51 main:574] : INFO : Epoch 894 | loss: 0.0311269 | val_loss: 0.0311562 | Time: 4567.85 ms [2021-01-22 11:42:56 main:574] : INFO : Epoch 895 | loss: 0.0311288 | val_loss: 0.0311558 | Time: 4545.87 ms [2021-01-22 11:43:00 main:574] : INFO : Epoch 896 | loss: 0.0311266 | val_loss: 0.031155 | Time: 4554.22 ms [2021-01-22 11:43:05 main:574] : INFO : Epoch 897 | loss: 0.0311267 | val_loss: 0.0311654 | Time: 4547.54 ms [2021-01-22 11:43:09 main:574] : INFO : Epoch 898 | loss: 0.0311266 | val_loss: 0.0311558 | Time: 4558.09 ms [2021-01-22 11:43:14 main:574] : INFO : Epoch 899 | loss: 0.0311237 | val_loss: 0.0311545 | Time: 4556.58 ms [2021-01-22 11:43:19 main:574] : INFO : Epoch 900 | loss: 0.0311237 | val_loss: 0.0311522 | Time: 4558.33 ms [2021-01-22 11:43:23 main:574] : INFO : Epoch 901 | loss: 0.031124 | val_loss: 0.031156 | Time: 4557.07 ms [2021-01-22 11:43:28 main:574] : INFO : Epoch 902 | loss: 0.031124 | val_loss: 0.0311573 | Time: 4540.98 ms [2021-01-22 11:43:32 main:574] : INFO : Epoch 903 | loss: 0.0311246 | val_loss: 0.0311598 | Time: 4533.9 ms [2021-01-22 11:43:37 main:574] : INFO : Epoch 904 | loss: 0.0311255 | val_loss: 0.0311547 | Time: 4551.61 ms [2021-01-22 11:43:41 main:574] : INFO : Epoch 905 | loss: 0.0311263 | val_loss: 0.0311583 | Time: 4558.67 ms [2021-01-22 11:43:46 main:574] : INFO : Epoch 906 | loss: 0.0311246 | val_loss: 0.0311586 | Time: 4549.47 ms [2021-01-22 11:43:50 main:574] : INFO : Epoch 907 | loss: 0.0311247 | val_loss: 0.0311538 | Time: 4555.56 ms [2021-01-22 11:43:55 main:574] : INFO : Epoch 908 | loss: 0.0311255 | val_loss: 0.0311548 | Time: 4556.51 ms [2021-01-22 11:44:00 main:574] : INFO : Epoch 909 | loss: 0.0311223 | val_loss: 0.0311571 | Time: 4562.16 ms [2021-01-22 11:44:04 main:574] : INFO : Epoch 910 | loss: 0.0311226 | val_loss: 0.0311552 | Time: 4563.51 ms [2021-01-22 11:44:09 main:574] : INFO : Epoch 911 | loss: 0.0311284 | val_loss: 0.0311568 | Time: 4546.72 ms [2021-01-22 11:44:13 main:574] : INFO : Epoch 912 | loss: 0.0311257 | val_loss: 0.031154 | Time: 4550.09 ms [2021-01-22 11:44:18 main:574] : INFO : Epoch 913 | loss: 0.0311256 | val_loss: 0.0311542 | Time: 4558.02 ms [2021-01-22 11:44:22 main:574] : INFO : Epoch 914 | loss: 0.0311269 | val_loss: 0.0311539 | Time: 4553.34 ms [2021-01-22 11:44:27 main:574] : INFO : Epoch 915 | loss: 0.0311254 | val_loss: 0.0311561 | Time: 4553.09 ms [2021-01-22 11:44:32 main:574] : INFO : Epoch 916 | loss: 0.0311293 | val_loss: 0.0311559 | Time: 4547.67 ms [2021-01-22 11:44:36 main:574] : INFO : Epoch 917 | loss: 0.0311289 | val_loss: 0.0311532 | Time: 4546.05 ms [2021-01-22 11:44:41 main:574] : INFO : Epoch 918 | loss: 0.031131 | val_loss: 0.0311675 | Time: 4566.07 ms [2021-01-22 11:44:45 main:574] : INFO : Epoch 919 | loss: 0.0311285 | val_loss: 0.0311616 | Time: 4554.6 ms [2021-01-22 11:44:50 main:574] : INFO : Epoch 920 | loss: 0.0311318 | val_loss: 0.0311552 | Time: 4554.56 ms [2021-01-22 11:44:54 main:574] : INFO : Epoch 921 | loss: 0.0311318 | val_loss: 0.0311552 | Time: 4549.52 ms [2021-01-22 11:44:59 main:574] : INFO : Epoch 922 | loss: 0.0311271 | val_loss: 0.0311531 | Time: 4547.47 ms [2021-01-22 11:45:04 main:574] : INFO : Epoch 923 | loss: 0.0311273 | val_loss: 0.0311544 | Time: 4558.35 ms [2021-01-22 11:45:08 main:574] : INFO : Epoch 924 | loss: 0.0311285 | val_loss: 0.0311519 | Time: 4557.79 ms [2021-01-22 11:45:13 main:574] : INFO : Epoch 925 | loss: 0.0311265 | val_loss: 0.0311557 | Time: 4555.28 ms [2021-01-22 11:45:17 main:574] : INFO : Epoch 926 | loss: 0.0311252 | val_loss: 0.0311554 | Time: 4553.49 ms [2021-01-22 11:45:22 main:574] : INFO : Epoch 927 | loss: 0.0311243 | val_loss: 0.0311519 | Time: 4554.55 ms [2021-01-22 11:45:26 main:574] : INFO : Epoch 928 | loss: 0.0311241 | val_loss: 0.0311546 | Time: 4562.56 ms [2021-01-22 11:45:31 main:574] : INFO : Epoch 929 | loss: 0.0311228 | val_loss: 0.0311588 | Time: 4557.18 ms [2021-01-22 11:45:36 main:574] : INFO : Epoch 930 | loss: 0.0311237 | val_loss: 0.0311561 | Time: 4547.35 ms [2021-01-22 11:45:40 main:574] : INFO : Epoch 931 | loss: 0.031127 | val_loss: 0.0311698 | Time: 4560.07 ms [2021-01-22 11:45:45 main:574] : INFO : Epoch 932 | loss: 0.0311263 | val_loss: 0.0311614 | Time: 4560.38 ms [2021-01-22 11:45:49 main:574] : INFO : Epoch 933 | loss: 0.0311217 | val_loss: 0.0311526 | Time: 4569.19 ms [2021-01-22 11:45:54 main:574] : INFO : Epoch 934 | loss: 0.0311212 | val_loss: 0.0311566 | Time: 4554.74 ms [2021-01-22 11:45:58 main:574] : INFO : Epoch 935 | loss: 0.0311214 | val_loss: 0.0311552 | Time: 4553.92 ms [2021-01-22 11:46:03 main:574] : INFO : Epoch 936 | loss: 0.0311234 | val_loss: 0.0311545 | Time: 4559.71 ms [2021-01-22 11:46:08 main:574] : INFO : Epoch 937 | loss: 0.0311248 | val_loss: 0.0311579 | Time: 4567.68 ms [2021-01-22 11:46:12 main:574] : INFO : Epoch 938 | loss: 0.0311253 | val_loss: 0.0311558 | Time: 4583.64 ms [2021-01-22 11:46:17 main:574] : INFO : Epoch 939 | loss: 0.0311232 | val_loss: 0.0311509 | Time: 4545.46 ms [2021-01-22 11:46:21 main:574] : INFO : Epoch 940 | loss: 0.0311225 | val_loss: 0.0311644 | Time: 4629 ms [2021-01-22 11:46:26 main:574] : INFO : Epoch 941 | loss: 0.0311247 | val_loss: 0.0311602 | Time: 4590.68 ms [2021-01-22 11:46:31 main:574] : INFO : Epoch 942 | loss: 0.0311273 | val_loss: 0.0311575 | Time: 4609.73 ms [2021-01-22 11:46:35 main:574] : INFO : Epoch 943 | loss: 0.0311241 | val_loss: 0.031162 | Time: 4613.89 ms [2021-01-22 11:46:40 main:574] : INFO : Epoch 944 | loss: 0.0311239 | val_loss: 0.0311585 | Time: 4658.97 ms [2021-01-22 11:46:44 main:574] : INFO : Epoch 945 | loss: 0.0311215 | val_loss: 0.0311586 | Time: 4523.75 ms [2021-01-22 11:46:49 main:574] : INFO : Epoch 946 | loss: 0.0311236 | val_loss: 0.0311536 | Time: 4615.66 ms [2021-01-22 11:46:54 main:574] : INFO : Epoch 947 | loss: 0.0311219 | val_loss: 0.0311612 | Time: 4599.03 ms [2021-01-22 11:46:58 main:574] : INFO : Epoch 948 | loss: 0.0311224 | val_loss: 0.0311532 | Time: 4538.12 ms [2021-01-22 11:47:03 main:574] : INFO : Epoch 949 | loss: 0.0311274 | val_loss: 0.0311664 | Time: 4543.01 ms [2021-01-22 11:47:07 main:574] : INFO : Epoch 950 | loss: 0.0311284 | val_loss: 0.0311598 | Time: 4608.65 ms [2021-01-22 11:47:12 main:574] : INFO : Epoch 951 | loss: 0.0311257 | val_loss: 0.0311569 | Time: 4610.19 ms [2021-01-22 11:47:17 main:574] : INFO : Epoch 952 | loss: 0.0311224 | val_loss: 0.031162 | Time: 4609.91 ms [2021-01-22 11:47:21 main:574] : INFO : Epoch 953 | loss: 0.0311234 | val_loss: 0.0311578 | Time: 4649.26 ms [2021-01-22 11:47:26 main:574] : INFO : Epoch 954 | loss: 0.0311256 | val_loss: 0.0311544 | Time: 4625.23 ms [2021-01-22 11:47:31 main:574] : INFO : Epoch 955 | loss: 0.0311221 | val_loss: 0.0311595 | Time: 4621.15 ms [2021-01-22 11:47:35 main:574] : INFO : Epoch 956 | loss: 0.0311239 | val_loss: 0.031152 | Time: 4641.76 ms [2021-01-22 11:47:40 main:574] : INFO : Epoch 957 | loss: 0.0311223 | val_loss: 0.0311573 | Time: 4578.65 ms [2021-01-22 11:47:45 main:574] : INFO : Epoch 958 | loss: 0.0311221 | val_loss: 0.0311542 | Time: 4567.93 ms [2021-01-22 11:47:49 main:574] : INFO : Epoch 959 | loss: 0.0311262 | val_loss: 0.031171 | Time: 4550.51 ms [2021-01-22 11:47:54 main:574] : INFO : Epoch 960 | loss: 0.0311249 | val_loss: 0.0311617 | Time: 4575.33 ms [2021-01-22 11:47:58 main:574] : INFO : Epoch 961 | loss: 0.031125 | val_loss: 0.0311525 | Time: 4561.84 ms [2021-01-22 11:48:03 main:574] : INFO : Epoch 962 | loss: 0.0311277 | val_loss: 0.0311587 | Time: 4561.55 ms [2021-01-22 11:48:07 main:574] : INFO : Epoch 963 | loss: 0.031127 | val_loss: 0.031152 | Time: 4560.82 ms [2021-01-22 11:48:12 main:574] : INFO : Epoch 964 | loss: 0.0311263 | val_loss: 0.0311534 | Time: 4600.04 ms [2021-01-22 11:48:17 main:574] : INFO : Epoch 965 | loss: 0.0311246 | val_loss: 0.0311597 | Time: 4623.29 ms [2021-01-22 11:48:21 main:574] : INFO : Epoch 966 | loss: 0.0311222 | val_loss: 0.0311598 | Time: 4671.3 ms [2021-01-22 11:48:26 main:574] : INFO : Epoch 967 | loss: 0.0311227 | val_loss: 0.0311514 | Time: 4650.34 ms [2021-01-22 11:48:31 main:574] : INFO : Epoch 968 | loss: 0.0311229 | val_loss: 0.031155 | Time: 4528.31 ms [2021-01-22 11:48:35 main:574] : INFO : Epoch 969 | loss: 0.0311246 | val_loss: 0.0311526 | Time: 4548.51 ms [2021-01-22 11:48:40 main:574] : INFO : Epoch 970 | loss: 0.0311219 | val_loss: 0.0311574 | Time: 4544.1 ms [2021-01-22 11:48:44 main:574] : INFO : Epoch 971 | loss: 0.031123 | val_loss: 0.0311581 | Time: 4551.44 ms [2021-01-22 11:48:49 main:574] : INFO : Epoch 972 | loss: 0.0311228 | val_loss: 0.0311594 | Time: 4550.26 ms [2021-01-22 11:48:53 main:574] : INFO : Epoch 973 | loss: 0.0311253 | val_loss: 0.0311588 | Time: 4578.46 ms [2021-01-22 11:48:58 main:574] : INFO : Epoch 974 | loss: 0.0311257 | val_loss: 0.0311558 | Time: 4543.38 ms [2021-01-22 11:49:03 main:574] : INFO : Epoch 975 | loss: 0.0311233 | val_loss: 0.0311566 | Time: 4606.89 ms [2021-01-22 11:49:07 main:574] : INFO : Epoch 976 | loss: 0.0311225 | val_loss: 0.0311604 | Time: 4733.38 ms [2021-01-22 11:49:12 main:574] : INFO : Epoch 977 | loss: 0.0311237 | val_loss: 0.031161 | Time: 4555.34 ms [2021-01-22 11:49:17 main:574] : INFO : Epoch 978 | loss: 0.0311375 | val_loss: 0.031158 | Time: 4557.67 ms [2021-01-22 11:49:21 main:574] : INFO : Epoch 979 | loss: 0.0311362 | val_loss: 0.0311568 | Time: 4545.51 ms [2021-01-22 11:49:26 main:574] : INFO : Epoch 980 | loss: 0.0311359 | val_loss: 0.0311604 | Time: 4532.53 ms [2021-01-22 11:49:30 main:574] : INFO : Epoch 981 | loss: 0.0311334 | val_loss: 0.0311549 | Time: 4560.61 ms [2021-01-22 11:49:35 main:574] : INFO : Epoch 982 | loss: 0.0311363 | val_loss: 0.031155 | Time: 4584.35 ms [2021-01-22 11:49:39 main:574] : INFO : Epoch 983 | loss: 0.0311327 | val_loss: 0.0311645 | Time: 4632.15 ms [2021-01-22 11:49:44 main:574] : INFO : Epoch 984 | loss: 0.0311344 | val_loss: 0.0311542 | Time: 4613.65 ms [2021-01-22 11:49:49 main:574] : INFO : Epoch 985 | loss: 0.0311311 | val_loss: 0.0311556 | Time: 4558.12 ms [2021-01-22 11:49:53 main:574] : INFO : Epoch 986 | loss: 0.0311308 | val_loss: 0.0311597 | Time: 4532.79 ms [2021-01-22 11:49:58 main:574] : INFO : Epoch 987 | loss: 0.0311321 | val_loss: 0.0311669 | Time: 4518.8 ms [2021-01-22 11:50:02 main:574] : INFO : Epoch 988 | loss: 0.0311313 | val_loss: 0.0311606 | Time: 4537.73 ms [2021-01-22 11:50:07 main:574] : INFO : Epoch 989 | loss: 0.0311292 | val_loss: 0.0311605 | Time: 4555.89 ms [2021-01-22 11:50:11 main:574] : INFO : Epoch 990 | loss: 0.0311292 | val_loss: 0.0311542 | Time: 4572.1 ms [2021-01-22 11:50:16 main:574] : INFO : Epoch 991 | loss: 0.0311301 | val_loss: 0.0311561 | Time: 4600.99 ms [2021-01-22 11:50:21 main:574] : INFO : Epoch 992 | loss: 0.0311267 | val_loss: 0.0311636 | Time: 4534.41 ms [2021-01-22 11:50:25 main:574] : INFO : Epoch 993 | loss: 0.0311275 | val_loss: 0.0311564 | Time: 4577.32 ms [2021-01-22 11:50:30 main:574] : INFO : Epoch 994 | loss: 0.0311268 | val_loss: 0.0311549 | Time: 4573.21 ms [2021-01-22 11:50:34 main:574] : INFO : Epoch 995 | loss: 0.0311253 | val_loss: 0.0311582 | Time: 4557.01 ms [2021-01-22 11:50:39 main:574] : INFO : Epoch 996 | loss: 0.0311271 | val_loss: 0.0311566 | Time: 4675.06 ms [2021-01-22 11:50:44 main:574] : INFO : Epoch 997 | loss: 0.0311282 | val_loss: 0.0311541 | Time: 4646.05 ms [2021-01-22 11:50:48 main:574] : INFO : Epoch 998 | loss: 0.0311267 | val_loss: 0.0311578 | Time: 4610.19 ms [2021-01-22 11:50:53 main:574] : INFO : Epoch 999 | loss: 0.0311266 | val_loss: 0.0311558 | Time: 4547.43 ms [2021-01-22 11:50:57 main:574] : INFO : Epoch 1000 | loss: 0.0311263 | val_loss: 0.031159 | Time: 4545.26 ms [2021-01-22 11:51:02 main:574] : INFO : Epoch 1001 | loss: 0.0311294 | val_loss: 0.0311539 | Time: 4602.48 ms [2021-01-22 11:51:07 main:574] : INFO : Epoch 1002 | loss: 0.0311267 | val_loss: 0.0311575 | Time: 4602.2 ms [2021-01-22 11:51:11 main:574] : INFO : Epoch 1003 | loss: 0.0311286 | val_loss: 0.0311715 | Time: 4601.45 ms [2021-01-22 11:51:16 main:574] : INFO : Epoch 1004 | loss: 0.0311286 | val_loss: 0.031158 | Time: 4608.61 ms [2021-01-22 11:51:21 main:574] : INFO : Epoch 1005 | loss: 0.0311303 | val_loss: 0.0311587 | Time: 4556.17 ms [2021-01-22 11:51:25 main:574] : INFO : Epoch 1006 | loss: 0.0311294 | val_loss: 0.0311556 | Time: 4547.25 ms [2021-01-22 11:51:30 main:574] : INFO : Epoch 1007 | loss: 0.0311289 | val_loss: 0.0311544 | Time: 4535.71 ms [2021-01-22 11:51:34 main:574] : INFO : Epoch 1008 | loss: 0.0311286 | val_loss: 0.0311583 | Time: 4561.46 ms [2021-01-22 11:51:39 main:574] : INFO : Epoch 1009 | loss: 0.0311289 | val_loss: 0.031165 | Time: 4555.6 ms [2021-01-22 11:51:43 main:574] : INFO : Epoch 1010 | loss: 0.0311307 | val_loss: 0.0311609 | Time: 4557.19 ms [2021-01-22 11:51:48 main:574] : INFO : Epoch 1011 | loss: 0.0311267 | val_loss: 0.0311531 | Time: 4600 ms [2021-01-22 11:51:53 main:574] : INFO : Epoch 1012 | loss: 0.0311266 | val_loss: 0.0311577 | Time: 4570.33 ms [2021-01-22 11:51:57 main:574] : INFO : Epoch 1013 | loss: 0.0311259 | val_loss: 0.0311558 | Time: 4539.67 ms [2021-01-22 11:52:02 main:574] : INFO : Epoch 1014 | loss: 0.0311258 | val_loss: 0.031156 | Time: 4563.67 ms [2021-01-22 11:52:06 main:574] : INFO : Epoch 1015 | loss: 0.0311273 | val_loss: 0.0311546 | Time: 4558.05 ms [2021-01-22 11:52:11 main:574] : INFO : Epoch 1016 | loss: 0.0311302 | val_loss: 0.0311646 | Time: 4619.49 ms [2021-01-22 11:52:15 main:574] : INFO : Epoch 1017 | loss: 0.0311278 | val_loss: 0.0311531 | Time: 4533.55 ms [2021-01-22 11:52:20 main:574] : INFO : Epoch 1018 | loss: 0.0311267 | val_loss: 0.0311606 | Time: 4609 ms [2021-01-22 11:52:25 main:574] : INFO : Epoch 1019 | loss: 0.0311257 | val_loss: 0.0311564 | Time: 4617.89 ms [2021-01-22 11:52:29 main:574] : INFO : Epoch 1020 | loss: 0.0311238 | val_loss: 0.0311543 | Time: 4599.85 ms [2021-01-22 11:52:34 main:574] : INFO : Epoch 1021 | loss: 0.0311248 | val_loss: 0.031161 | Time: 4600.73 ms [2021-01-22 11:52:39 main:574] : INFO : Epoch 1022 | loss: 0.0311277 | val_loss: 0.0311579 | Time: 4584.54 ms [2021-01-22 11:52:43 main:574] : INFO : Epoch 1023 | loss: 0.0311242 | val_loss: 0.0311563 | Time: 4540.07 ms [2021-01-22 11:52:48 main:574] : INFO : Epoch 1024 | loss: 0.031127 | val_loss: 0.0311741 | Time: 4549.2 ms [2021-01-22 11:52:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311741 [2021-01-22 11:52:48 main:603] : INFO : Saving end state to config to file [2021-01-22 11:52:48 main:608] : INFO : Success, exiting.. 11:52:48 (7216): 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)