Task 3848631
| Name | ParityModified-1606530404-30072-13_1 |
| Workunit | 1905433 |
| Created | 26 Jan 2021, 0:38:49 UTC |
| Sent | 26 Jan 2021, 0:39:22 UTC |
| Report deadline | 2 Feb 2021, 0:39:22 UTC |
| Received | 26 Jan 2021, 5:21:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6151 |
| Run time | 35 min 15 sec |
| CPU time | 34 min 49 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,790.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : Epoch 514 | loss: 0.0311486 | val_loss: 0.0311711 | Time: 2054.27 ms [2021-01-26 05:38:47 main:574] : INFO : Epoch 515 | loss: 0.0311504 | val_loss: 0.0311667 | Time: 2046.77 ms [2021-01-26 05:38:49 main:574] : INFO : Epoch 516 | loss: 0.0311492 | val_loss: 0.0311779 | Time: 2049.19 ms [2021-01-26 05:38:51 main:574] : INFO : Epoch 517 | loss: 0.0311486 | val_loss: 0.0311804 | Time: 2047.43 ms [2021-01-26 05:38:53 main:574] : INFO : Epoch 518 | loss: 0.0311474 | val_loss: 0.0311674 | Time: 2055.44 ms [2021-01-26 05:38:55 main:574] : INFO : Epoch 519 | loss: 0.0311468 | val_loss: 0.0311694 | Time: 2048.85 ms [2021-01-26 05:38:57 main:574] : INFO : Epoch 520 | loss: 0.0311487 | val_loss: 0.0311656 | Time: 2045.74 ms [2021-01-26 05:38:59 main:574] : INFO : Epoch 521 | loss: 0.0311473 | val_loss: 0.0311711 | Time: 2052.54 ms [2021-01-26 05:39:01 main:574] : INFO : Epoch 522 | loss: 0.0311475 | val_loss: 0.031166 | Time: 2047.82 ms [2021-01-26 05:39:03 main:574] : INFO : Epoch 523 | loss: 0.0311486 | val_loss: 0.031171 | Time: 2052.12 ms [2021-01-26 05:39:05 main:574] : INFO : Epoch 524 | loss: 0.0311504 | val_loss: 0.0311717 | Time: 2054.48 ms [2021-01-26 05:39:08 main:574] : INFO : Epoch 525 | loss: 0.0311482 | val_loss: 0.0311728 | Time: 2055.71 ms [2021-01-26 05:39:10 main:574] : INFO : Epoch 526 | loss: 0.0311479 | val_loss: 0.0311724 | Time: 2058.36 ms [2021-01-26 05:39:12 main:574] : INFO : Epoch 527 | loss: 0.0311487 | val_loss: 0.0311737 | Time: 2050.49 ms [2021-01-26 05:39:14 main:574] : INFO : Epoch 528 | loss: 0.0311476 | val_loss: 0.0311712 | Time: 2053.35 ms [2021-01-26 05:39:16 main:574] : INFO : Epoch 529 | loss: 0.0311482 | val_loss: 0.0311696 | Time: 2049.22 ms [2021-01-26 05:39:18 main:574] : INFO : Epoch 530 | loss: 0.0311486 | val_loss: 0.0311732 | Time: 2042.84 ms [2021-01-26 05:39:20 main:574] : INFO : Epoch 531 | loss: 0.0311517 | val_loss: 0.0311771 | Time: 2048.15 ms [2021-01-26 05:39:22 main:574] : INFO : Epoch 532 | loss: 0.0311543 | val_loss: 0.0311783 | Time: 2052.05 ms [2021-01-26 05:39:24 main:574] : INFO : Epoch 533 | loss: 0.0311539 | val_loss: 0.0311736 | Time: 2047.29 ms [2021-01-26 05:39:26 main:574] : INFO : Epoch 534 | loss: 0.0311547 | val_loss: 0.0311655 | Time: 2042.59 ms [2021-01-26 05:39:28 main:574] : INFO : Epoch 535 | loss: 0.0311521 | val_loss: 0.0311687 | Time: 2060.1 ms [2021-01-26 05:39:30 main:574] : INFO : Epoch 536 | loss: 0.0311513 | val_loss: 0.0311682 | Time: 2052.98 ms [2021-01-26 05:39:32 main:574] : INFO : Epoch 537 | loss: 0.0311508 | val_loss: 0.0311776 | Time: 2049.04 ms [2021-01-26 05:39:34 main:574] : INFO : Epoch 538 | loss: 0.0311504 | val_loss: 0.0311715 | Time: 2047.68 ms [2021-01-26 05:39:36 main:574] : INFO : Epoch 539 | loss: 0.0311521 | val_loss: 0.0311771 | Time: 2052.47 ms [2021-01-26 05:39:38 main:574] : INFO : Epoch 540 | loss: 0.0311516 | val_loss: 0.031174 | Time: 2054.31 ms [2021-01-26 05:39:41 main:574] : INFO : Epoch 541 | loss: 0.0311491 | val_loss: 0.0311748 | Time: 2052.85 ms [2021-01-26 05:39:43 main:574] : INFO : Epoch 542 | loss: 0.0311493 | val_loss: 0.0311713 | Time: 2052.03 ms [2021-01-26 05:39:45 main:574] : INFO : Epoch 543 | loss: 0.0311507 | val_loss: 0.0311668 | Time: 2051.08 ms [2021-01-26 05:39:47 main:574] : INFO : Epoch 544 | loss: 0.0311502 | val_loss: 0.0311675 | Time: 2040.44 ms [2021-01-26 05:39:49 main:574] : INFO : Epoch 545 | loss: 0.031151 | val_loss: 0.0311747 | Time: 2048.11 ms [2021-01-26 05:39:51 main:574] : INFO : Epoch 546 | loss: 0.0311509 | val_loss: 0.0311695 | Time: 2051.45 ms [2021-01-26 05:39:53 main:574] : INFO : Epoch 547 | loss: 0.0311509 | val_loss: 0.0311696 | Time: 2049.6 ms [2021-01-26 05:39:55 main:574] : INFO : Epoch 548 | loss: 0.0311509 | val_loss: 0.0311689 | Time: 2053.93 ms [2021-01-26 05:39:57 main:574] : INFO : Epoch 549 | loss: 0.0311488 | val_loss: 0.0311629 | Time: 2051.31 ms [2021-01-26 05:39:59 main:574] : INFO : Epoch 550 | loss: 0.0311491 | val_loss: 0.0311688 | Time: 2050.72 ms [2021-01-26 05:40:01 main:574] : INFO : Epoch 551 | loss: 0.0311497 | val_loss: 0.0311648 | Time: 2054.61 ms [2021-01-26 05:40:03 main:574] : INFO : Epoch 552 | loss: 0.0311516 | val_loss: 0.0311653 | Time: 2051.44 ms [2021-01-26 05:40:05 main:574] : INFO : Epoch 553 | loss: 0.031152 | val_loss: 0.0311693 | Time: 2048.21 ms [2021-01-26 05:40:07 main:574] : INFO : Epoch 554 | loss: 0.0311545 | val_loss: 0.0311659 | Time: 2049.9 ms [2021-01-26 05:40:09 main:574] : INFO : Epoch 555 | loss: 0.0311531 | val_loss: 0.0311713 | Time: 2055.95 ms [2021-01-26 05:40:11 main:574] : INFO : Epoch 556 | loss: 0.0311534 | val_loss: 0.0311679 | Time: 2056.79 ms [2021-01-26 05:40:14 main:574] : INFO : Epoch 557 | loss: 0.0311533 | val_loss: 0.0311698 | Time: 2049.62 ms [2021-01-26 05:40:16 main:574] : INFO : Epoch 558 | loss: 0.0311564 | val_loss: 0.0311672 | Time: 2041.42 ms [2021-01-26 05:40:18 main:574] : INFO : Epoch 559 | loss: 0.0311543 | val_loss: 0.0311664 | Time: 2048.04 ms [2021-01-26 05:40:20 main:574] : INFO : Epoch 560 | loss: 0.0311539 | val_loss: 0.0311638 | Time: 2054.49 ms [2021-01-26 05:40:22 main:574] : INFO : Epoch 561 | loss: 0.0311543 | val_loss: 0.0311636 | Time: 2042.83 ms [2021-01-26 05:40:24 main:574] : INFO : Epoch 562 | loss: 0.0311505 | val_loss: 0.0311619 | Time: 2045.98 ms [2021-01-26 05:40:26 main:574] : INFO : Epoch 563 | loss: 0.031152 | val_loss: 0.0311714 | Time: 2050.61 ms [2021-01-26 05:40:28 main:574] : INFO : Epoch 564 | loss: 0.0311511 | val_loss: 0.0311663 | Time: 2055.21 ms [2021-01-26 05:40:30 main:574] : INFO : Epoch 565 | loss: 0.0311514 | val_loss: 0.0311656 | Time: 2052.44 ms [2021-01-26 05:40:32 main:574] : INFO : Epoch 566 | loss: 0.0311503 | val_loss: 0.0311655 | Time: 2049.96 ms [2021-01-26 05:40:34 main:574] : INFO : Epoch 567 | loss: 0.0311504 | val_loss: 0.0311647 | Time: 2044.32 ms [2021-01-26 05:40:36 main:574] : INFO : Epoch 568 | loss: 0.0311509 | val_loss: 0.0311634 | Time: 2049.56 ms [2021-01-26 05:40:38 main:574] : INFO : Epoch 569 | loss: 0.0311499 | val_loss: 0.0311696 | Time: 2053.5 ms [2021-01-26 05:40:40 main:574] : INFO : Epoch 570 | loss: 0.0311482 | val_loss: 0.0311687 | Time: 2056.33 ms [2021-01-26 05:40:42 main:574] : INFO : Epoch 571 | loss: 0.031149 | val_loss: 0.0311641 | Time: 2045.72 ms [2021-01-26 05:40:44 main:574] : INFO : Epoch 572 | loss: 0.0311482 | val_loss: 0.0311705 | Time: 2044.44 ms [2021-01-26 05:40:47 main:574] : INFO : Epoch 573 | loss: 0.0311478 | val_loss: 0.0311652 | Time: 2050.68 ms [2021-01-26 05:40:49 main:574] : INFO : Epoch 574 | loss: 0.0311477 | val_loss: 0.0311647 | Time: 2048.41 ms [2021-01-26 05:40:51 main:574] : INFO : Epoch 575 | loss: 0.0311488 | val_loss: 0.0311645 | Time: 2054.19 ms [2021-01-26 05:40:53 main:574] : INFO : Epoch 576 | loss: 0.0311487 | val_loss: 0.0311623 | Time: 2051.93 ms [2021-01-26 05:40:55 main:574] : INFO : Epoch 577 | loss: 0.0311489 | val_loss: 0.0311632 | Time: 2052.18 ms [2021-01-26 05:40:57 main:574] : INFO : Epoch 578 | loss: 0.0311493 | val_loss: 0.031162 | Time: 2046.13 ms [2021-01-26 05:40:59 main:574] : INFO : Epoch 579 | loss: 0.0311506 | val_loss: 0.031165 | Time: 2054.94 ms [2021-01-26 05:41:01 main:574] : INFO : Epoch 580 | loss: 0.0311499 | val_loss: 0.0311647 | Time: 2054.76 ms [2021-01-26 05:41:03 main:574] : INFO : Epoch 581 | loss: 0.0311514 | val_loss: 0.0311701 | Time: 2050.9 ms [2021-01-26 05:41:05 main:574] : INFO : Epoch 582 | loss: 0.0311509 | val_loss: 0.0311666 | Time: 2053.63 ms [2021-01-26 05:41:07 main:574] : INFO : Epoch 583 | loss: 0.0311498 | val_loss: 0.0311678 | Time: 2052.47 ms [2021-01-26 05:41:09 main:574] : INFO : Epoch 584 | loss: 0.0311493 | val_loss: 0.0311657 | Time: 2046.43 ms [2021-01-26 05:41:11 main:574] : INFO : Epoch 585 | loss: 0.0311482 | val_loss: 0.0311623 | Time: 2047.08 ms [2021-01-26 05:41:13 main:574] : INFO : Epoch 586 | loss: 0.0311474 | val_loss: 0.0311643 | Time: 2046.4 ms [2021-01-26 05:41:15 main:574] : INFO : Epoch 587 | loss: 0.0311471 | val_loss: 0.0311641 | Time: 2051.6 ms [2021-01-26 05:41:17 main:574] : INFO : Epoch 588 | loss: 0.0311471 | val_loss: 0.0311667 | Time: 2052.57 ms [2021-01-26 05:41:20 main:574] : INFO : Epoch 589 | loss: 0.0311499 | val_loss: 0.0311691 | Time: 2049.88 ms [2021-01-26 05:41:22 main:574] : INFO : Epoch 590 | loss: 0.0311521 | val_loss: 0.0311713 | Time: 2051.85 ms [2021-01-26 05:41:24 main:574] : INFO : Epoch 591 | loss: 0.0311538 | val_loss: 0.0311684 | Time: 2050.96 ms [2021-01-26 05:41:26 main:574] : INFO : Epoch 592 | loss: 0.0311528 | val_loss: 0.0311667 | Time: 2047.8 ms [2021-01-26 05:41:28 main:574] : INFO : Epoch 593 | loss: 0.0311515 | val_loss: 0.0311672 | Time: 2050.74 ms [2021-01-26 05:41:30 main:574] : INFO : Epoch 594 | loss: 0.0311518 | val_loss: 0.0311669 | Time: 2050.86 ms [2021-01-26 05:41:32 main:574] : INFO : Epoch 595 | loss: 0.0311509 | val_loss: 0.0311656 | Time: 2054.83 ms [2021-01-26 05:41:34 main:574] : INFO : Epoch 596 | loss: 0.0311524 | val_loss: 0.0311667 | Time: 2051.18 ms [2021-01-26 05:41:36 main:574] : INFO : Epoch 597 | loss: 0.0311547 | val_loss: 0.0311641 | Time: 2047 ms [2021-01-26 05:41:38 main:574] : INFO : Epoch 598 | loss: 0.0311558 | val_loss: 0.0311682 | Time: 2045.15 ms [2021-01-26 05:41:40 main:574] : INFO : Epoch 599 | loss: 0.0311568 | val_loss: 0.0311626 | Time: 2049.04 ms [2021-01-26 05:41:42 main:574] : INFO : Epoch 600 | loss: 0.0311549 | val_loss: 0.0311636 | Time: 2046.5 ms [2021-01-26 05:41:44 main:574] : INFO : Epoch 601 | loss: 0.031153 | val_loss: 0.0311629 | Time: 2045.14 ms [2021-01-26 05:41:46 main:574] : INFO : Epoch 602 | loss: 0.0311527 | val_loss: 0.031171 | Time: 2056.78 ms [2021-01-26 05:41:48 main:574] : INFO : Epoch 603 | loss: 0.0311509 | val_loss: 0.0311657 | Time: 2050.91 ms [2021-01-26 05:41:50 main:574] : INFO : Epoch 604 | loss: 0.0311504 | val_loss: 0.03117 | Time: 2050.08 ms [2021-01-26 05:41:53 main:574] : INFO : Epoch 605 | loss: 0.0311491 | val_loss: 0.0311676 | Time: 2054.7 ms [2021-01-26 05:41:55 main:574] : INFO : Epoch 606 | loss: 0.0311493 | val_loss: 0.0311748 | Time: 2048.86 ms [2021-01-26 05:41:57 main:574] : INFO : Epoch 607 | loss: 0.0311499 | val_loss: 0.0311711 | Time: 2049.24 ms [2021-01-26 05:41:59 main:574] : INFO : Epoch 608 | loss: 0.0311471 | val_loss: 0.0311709 | Time: 2056.16 ms [2021-01-26 05:42:01 main:574] : INFO : Epoch 609 | loss: 0.0311488 | val_loss: 0.0311722 | Time: 2055.52 ms [2021-01-26 05:42:03 main:574] : INFO : Epoch 610 | loss: 0.0311508 | val_loss: 0.031183 | Time: 2044.23 ms [2021-01-26 05:42:05 main:574] : INFO : Epoch 611 | loss: 0.0311523 | val_loss: 0.0311729 | Time: 2055.76 ms [2021-01-26 05:42:07 main:574] : INFO : Epoch 612 | loss: 0.0311501 | val_loss: 0.0311755 | Time: 2055.44 ms [2021-01-26 05:42:09 main:574] : INFO : Epoch 613 | loss: 0.0311478 | val_loss: 0.0311705 | Time: 2046.54 ms [2021-01-26 05:42:11 main:574] : INFO : Epoch 614 | loss: 0.0311471 | val_loss: 0.0311787 | Time: 2041.42 ms [2021-01-26 05:42:13 main:574] : INFO : Epoch 615 | loss: 0.0311467 | val_loss: 0.0311717 | Time: 2051.21 ms [2021-01-26 05:42:15 main:574] : INFO : Epoch 616 | loss: 0.0311465 | val_loss: 0.0311679 | Time: 2054.95 ms [2021-01-26 05:42:17 main:574] : INFO : Epoch 617 | loss: 0.0311462 | val_loss: 0.0311728 | Time: 2059.48 ms [2021-01-26 05:42:19 main:574] : INFO : Epoch 618 | loss: 0.0311464 | val_loss: 0.0311654 | Time: 2050.12 ms [2021-01-26 05:42:21 main:574] : INFO : Epoch 619 | loss: 0.0311455 | val_loss: 0.0311639 | Time: 2047.29 ms [2021-01-26 05:42:23 main:574] : INFO : Epoch 620 | loss: 0.0311461 | val_loss: 0.0311709 | Time: 2051.77 ms [2021-01-26 05:42:26 main:574] : INFO : Epoch 621 | loss: 0.0311463 | val_loss: 0.0311652 | Time: 2045.47 ms [2021-01-26 05:42:28 main:574] : INFO : Epoch 622 | loss: 0.0311457 | val_loss: 0.0311672 | Time: 2051.48 ms [2021-01-26 05:42:30 main:574] : INFO : Epoch 623 | loss: 0.0311473 | val_loss: 0.0311647 | Time: 2050.53 ms [2021-01-26 05:42:32 main:574] : INFO : Epoch 624 | loss: 0.0311445 | val_loss: 0.0311687 | Time: 2046.73 ms [2021-01-26 05:42:34 main:574] : INFO : Epoch 625 | loss: 0.031144 | val_loss: 0.0311715 | Time: 2052.05 ms [2021-01-26 05:42:36 main:574] : INFO : Epoch 626 | loss: 0.0311437 | val_loss: 0.0311656 | Time: 2054.4 ms [2021-01-26 05:42:38 main:574] : INFO : Epoch 627 | loss: 0.0311435 | val_loss: 0.0311675 | Time: 2050.55 ms [2021-01-26 05:42:40 main:574] : INFO : Epoch 628 | loss: 0.0311439 | val_loss: 0.0311696 | Time: 2051.4 ms [2021-01-26 05:42:42 main:574] : INFO : Epoch 629 | loss: 0.0311445 | val_loss: 0.0311654 | Time: 2049.86 ms [2021-01-26 05:42:44 main:574] : INFO : Epoch 630 | loss: 0.0311459 | val_loss: 0.031178 | Time: 2050.83 ms [2021-01-26 05:42:46 main:574] : INFO : Epoch 631 | loss: 0.0311454 | val_loss: 0.031171 | Time: 2053.39 ms [2021-01-26 05:42:48 main:574] : INFO : Epoch 632 | loss: 0.0311457 | val_loss: 0.0311666 | Time: 2047.89 ms [2021-01-26 05:42:50 main:574] : INFO : Epoch 633 | loss: 0.0311442 | val_loss: 0.0311683 | Time: 2048.7 ms [2021-01-26 05:42:52 main:574] : INFO : Epoch 634 | loss: 0.0311423 | val_loss: 0.0311652 | Time: 2047.7 ms [2021-01-26 05:42:54 main:574] : INFO : Epoch 635 | loss: 0.0311438 | val_loss: 0.031172 | Time: 2053.14 ms [2021-01-26 05:42:56 main:574] : INFO : Epoch 636 | loss: 0.0311464 | val_loss: 0.0311703 | Time: 2045.83 ms [2021-01-26 05:42:58 main:574] : INFO : Epoch 637 | loss: 0.0311435 | val_loss: 0.0311749 | Time: 2049.71 ms [2021-01-26 05:43:01 main:574] : INFO : Epoch 638 | loss: 0.0311425 | val_loss: 0.0311702 | Time: 2050.8 ms [2021-01-26 05:43:03 main:574] : INFO : Epoch 639 | loss: 0.031145 | val_loss: 0.0311809 | Time: 2047.56 ms [2021-01-26 05:43:05 main:574] : INFO : Epoch 640 | loss: 0.0311428 | val_loss: 0.0311822 | Time: 2048.31 ms [2021-01-26 05:43:07 main:574] : INFO : Epoch 641 | loss: 0.0311424 | val_loss: 0.031168 | Time: 2046.76 ms [2021-01-26 05:43:09 main:574] : INFO : Epoch 642 | loss: 0.0311428 | val_loss: 0.0311682 | Time: 2051.03 ms [2021-01-26 05:43:11 main:574] : INFO : Epoch 643 | loss: 0.0311432 | val_loss: 0.0311652 | Time: 2053.1 ms [2021-01-26 05:43:13 main:574] : INFO : Epoch 644 | loss: 0.0311416 | val_loss: 0.0311667 | Time: 2043.58 ms [2021-01-26 05:43:15 main:574] : INFO : Epoch 645 | loss: 0.0311456 | val_loss: 0.0311736 | Time: 2060.17 ms [2021-01-26 05:43:17 main:574] : INFO : Epoch 646 | loss: 0.0311452 | val_loss: 0.0311808 | Time: 2045.92 ms [2021-01-26 05:43:19 main:574] : INFO : Epoch 647 | loss: 0.0311429 | val_loss: 0.0311718 | Time: 2052.53 ms [2021-01-26 05:43:21 main:574] : INFO : Epoch 648 | loss: 0.031145 | val_loss: 0.0311683 | Time: 2051.65 ms [2021-01-26 05:43:23 main:574] : INFO : Epoch 649 | loss: 0.0311441 | val_loss: 0.0311689 | Time: 2046.81 ms [2021-01-26 05:43:25 main:574] : INFO : Epoch 650 | loss: 0.0311434 | val_loss: 0.0311751 | Time: 2050.42 ms [2021-01-26 05:43:27 main:574] : INFO : Epoch 651 | loss: 0.0311431 | val_loss: 0.0311772 | Time: 2051.53 ms [2021-01-26 05:43:29 main:574] : INFO : Epoch 652 | loss: 0.0311418 | val_loss: 0.0311705 | Time: 2049.84 ms [2021-01-26 05:43:31 main:574] : INFO : Epoch 653 | loss: 0.0311424 | val_loss: 0.031174 | Time: 2051.34 ms [2021-01-26 05:43:34 main:574] : INFO : Epoch 654 | loss: 0.0311429 | val_loss: 0.03118 | Time: 2044.59 ms [2021-01-26 05:43:36 main:574] : INFO : Epoch 655 | loss: 0.0311459 | val_loss: 0.0311675 | Time: 2044.02 ms [2021-01-26 05:43:38 main:574] : INFO : Epoch 656 | loss: 0.0311446 | val_loss: 0.0311751 | Time: 2041.08 ms [2021-01-26 05:43:40 main:574] : INFO : Epoch 657 | loss: 0.031143 | val_loss: 0.0311732 | Time: 2046.18 ms [2021-01-26 05:43:42 main:574] : INFO : Epoch 658 | loss: 0.0311455 | val_loss: 0.0311666 | Time: 2041.18 ms [2021-01-26 05:43:44 main:574] : INFO : Epoch 659 | loss: 0.0311483 | val_loss: 0.0311724 | Time: 2047.49 ms [2021-01-26 05:43:46 main:574] : INFO : Epoch 660 | loss: 0.0311465 | val_loss: 0.0311673 | Time: 2048.71 ms [2021-01-26 05:43:48 main:574] : INFO : Epoch 661 | loss: 0.0311455 | val_loss: 0.0311676 | Time: 2044.77 ms [2021-01-26 05:43:50 main:574] : INFO : Epoch 662 | loss: 0.0311434 | val_loss: 0.0311803 | Time: 2044.42 ms [2021-01-26 05:43:52 main:574] : INFO : Epoch 663 | loss: 0.0311448 | val_loss: 0.0311705 | Time: 2048.72 ms [2021-01-26 05:43:54 main:574] : INFO : Epoch 664 | loss: 0.0311435 | val_loss: 0.0311663 | Time: 2050.62 ms [2021-01-26 05:43:56 main:574] : INFO : Epoch 665 | loss: 0.0311445 | val_loss: 0.0311668 | Time: 2052.44 ms [2021-01-26 05:43:58 main:574] : INFO : Epoch 666 | loss: 0.0311478 | val_loss: 0.0311811 | Time: 2048.58 ms [2021-01-26 05:44:00 main:574] : INFO : Epoch 667 | loss: 0.0311588 | val_loss: 0.0311744 | Time: 2047.14 ms [2021-01-26 05:44:02 main:574] : INFO : Epoch 668 | loss: 0.0311827 | val_loss: 0.0311985 | Time: 2042.17 ms [2021-01-26 05:44:04 main:574] : INFO : Epoch 669 | loss: 0.0311649 | val_loss: 0.0311704 | Time: 2046.42 ms [2021-01-26 05:44:06 main:574] : INFO : Epoch 670 | loss: 0.0311526 | val_loss: 0.0311655 | Time: 2042.55 ms [2021-01-26 05:44:09 main:574] : INFO : Epoch 671 | loss: 0.0311505 | val_loss: 0.0311649 | Time: 2046.98 ms [2021-01-26 05:44:11 main:574] : INFO : Epoch 672 | loss: 0.0311531 | val_loss: 0.031165 | Time: 2049 ms [2021-01-26 05:44:13 main:574] : INFO : Epoch 673 | loss: 0.0311535 | val_loss: 0.0311628 | Time: 2048.85 ms [2021-01-26 05:44:15 main:574] : INFO : Epoch 674 | loss: 0.0311539 | val_loss: 0.031161 | Time: 2035.95 ms [2021-01-26 05:44:17 main:574] : INFO : Epoch 675 | loss: 0.0311512 | val_loss: 0.0311651 | Time: 2044.82 ms [2021-01-26 05:44:19 main:574] : INFO : Epoch 676 | loss: 0.0311514 | val_loss: 0.0311583 | Time: 2044.22 ms [2021-01-26 05:44:21 main:574] : INFO : Epoch 677 | loss: 0.0311492 | val_loss: 0.0311621 | Time: 2047.89 ms [2021-01-26 05:44:23 main:574] : INFO : Epoch 678 | loss: 0.0311483 | val_loss: 0.0311595 | Time: 2044.01 ms [2021-01-26 05:44:25 main:574] : INFO : Epoch 679 | loss: 0.0311544 | val_loss: 0.0311663 | Time: 2045.92 ms [2021-01-26 05:44:27 main:574] : INFO : Epoch 680 | loss: 0.0311582 | val_loss: 0.031162 | Time: 2063.55 ms [2021-01-26 05:44:29 main:574] : INFO : Epoch 681 | loss: 0.0311557 | val_loss: 0.0311639 | Time: 2042.49 ms [2021-01-26 05:44:31 main:574] : INFO : Epoch 682 | loss: 0.0311543 | val_loss: 0.031163 | Time: 2038.91 ms [2021-01-26 05:44:33 main:574] : INFO : Epoch 683 | loss: 0.0311541 | val_loss: 0.0311605 | Time: 2044.39 ms [2021-01-26 05:44:35 main:574] : INFO : Epoch 684 | loss: 0.0311538 | val_loss: 0.0311619 | Time: 2047.94 ms [2021-01-26 05:44:37 main:574] : INFO : Epoch 685 | loss: 0.0311563 | val_loss: 0.0311629 | Time: 2043.18 ms [2021-01-26 05:44:39 main:574] : INFO : Epoch 686 | loss: 0.0311556 | val_loss: 0.0311654 | Time: 2039.51 ms [2021-01-26 05:44:41 main:574] : INFO : Epoch 687 | loss: 0.03116 | val_loss: 0.031169 | Time: 2044.38 ms [2021-01-26 05:44:43 main:574] : INFO : Epoch 688 | loss: 0.0311545 | val_loss: 0.0311654 | Time: 2043.26 ms [2021-01-26 05:44:46 main:574] : INFO : Epoch 689 | loss: 0.0311562 | val_loss: 0.0311616 | Time: 2044.15 ms [2021-01-26 05:44:48 main:574] : INFO : Epoch 690 | loss: 0.0311533 | val_loss: 0.0311662 | Time: 2045.87 ms [2021-01-26 05:44:50 main:574] : INFO : Epoch 691 | loss: 0.0311528 | val_loss: 0.0311637 | Time: 2046.4 ms [2021-01-26 05:44:52 main:574] : INFO : Epoch 692 | loss: 0.0311518 | val_loss: 0.0311655 | Time: 2043.46 ms [2021-01-26 05:44:54 main:574] : INFO : Epoch 693 | loss: 0.0311516 | val_loss: 0.031166 | Time: 2044.83 ms [2021-01-26 05:44:56 main:574] : INFO : Epoch 694 | loss: 0.0311536 | val_loss: 0.0311727 | Time: 2045.3 ms [2021-01-26 05:44:58 main:574] : INFO : Epoch 695 | loss: 0.031153 | val_loss: 0.0311657 | Time: 2048.4 ms [2021-01-26 05:45:00 main:574] : INFO : Epoch 696 | loss: 0.031152 | val_loss: 0.0311699 | Time: 2044.95 ms [2021-01-26 05:45:02 main:574] : INFO : Epoch 697 | loss: 0.0311535 | val_loss: 0.0311651 | Time: 2039.54 ms [2021-01-26 05:45:04 main:574] : INFO : Epoch 698 | loss: 0.031152 | val_loss: 0.0311657 | Time: 2044.6 ms [2021-01-26 05:45:06 main:574] : INFO : Epoch 699 | loss: 0.0311516 | val_loss: 0.0311623 | Time: 2044.06 ms [2021-01-26 05:45:08 main:574] : INFO : Epoch 700 | loss: 0.0311513 | val_loss: 0.0311655 | Time: 2049.81 ms [2021-01-26 05:45:10 main:574] : INFO : Epoch 701 | loss: 0.0311526 | val_loss: 0.0311658 | Time: 2044.83 ms [2021-01-26 05:45:12 main:574] : INFO : Epoch 702 | loss: 0.0311528 | val_loss: 0.0311653 | Time: 2039.54 ms [2021-01-26 05:45:14 main:574] : INFO : Epoch 703 | loss: 0.0311532 | val_loss: 0.0311649 | Time: 2043.53 ms [2021-01-26 05:45:16 main:574] : INFO : Epoch 704 | loss: 0.0311532 | val_loss: 0.0311722 | Time: 2042.26 ms [2021-01-26 05:45:18 main:574] : INFO : Epoch 705 | loss: 0.0311556 | val_loss: 0.0311672 | Time: 2042.71 ms [2021-01-26 05:45:21 main:574] : INFO : Epoch 706 | loss: 0.031154 | val_loss: 0.0311723 | Time: 2047.78 ms [2021-01-26 05:45:23 main:574] : INFO : Epoch 707 | loss: 0.0311576 | val_loss: 0.031173 | Time: 2045.44 ms [2021-01-26 05:45:25 main:574] : INFO : Epoch 708 | loss: 0.0311573 | val_loss: 0.0311687 | Time: 2045.62 ms [2021-01-26 05:45:27 main:574] : INFO : Epoch 709 | loss: 0.0311583 | val_loss: 0.0311688 | Time: 2042.86 ms [2021-01-26 05:45:29 main:574] : INFO : Epoch 710 | loss: 0.0311556 | val_loss: 0.0311644 | Time: 2039.8 ms [2021-01-26 05:45:31 main:574] : INFO : Epoch 711 | loss: 0.0311538 | val_loss: 0.0311628 | Time: 2040.57 ms [2021-01-26 05:45:33 main:574] : INFO : Epoch 712 | loss: 0.0311531 | val_loss: 0.0311643 | Time: 2041.54 ms [2021-01-26 05:45:35 main:574] : INFO : Epoch 713 | loss: 0.0311528 | val_loss: 0.0311651 | Time: 2042.79 ms [2021-01-26 05:45:37 main:574] : INFO : Epoch 714 | loss: 0.031153 | val_loss: 0.0311664 | Time: 2046.49 ms [2021-01-26 05:45:39 main:574] : INFO : Epoch 715 | loss: 0.0311525 | val_loss: 0.0311643 | Time: 2044.23 ms [2021-01-26 05:45:41 main:574] : INFO : Epoch 716 | loss: 0.0311519 | val_loss: 0.0311696 | Time: 2048.59 ms [2021-01-26 05:45:43 main:574] : INFO : Epoch 717 | loss: 0.0311514 | val_loss: 0.0311674 | Time: 2048.83 ms [2021-01-26 05:45:45 main:574] : INFO : Epoch 718 | loss: 0.031151 | val_loss: 0.0311649 | Time: 2046.19 ms [2021-01-26 05:45:47 main:574] : INFO : Epoch 719 | loss: 0.0311513 | val_loss: 0.0311673 | Time: 2042.88 ms [2021-01-26 05:45:49 main:574] : INFO : Epoch 720 | loss: 0.0311529 | val_loss: 0.0311667 | Time: 2045.72 ms [2021-01-26 05:45:51 main:574] : INFO : Epoch 721 | loss: 0.0311531 | val_loss: 0.0311673 | Time: 2044.35 ms [2021-01-26 05:45:53 main:574] : INFO : Epoch 722 | loss: 0.0311525 | val_loss: 0.0311695 | Time: 2041.34 ms [2021-01-26 05:45:55 main:574] : INFO : Epoch 723 | loss: 0.0311533 | val_loss: 0.0311685 | Time: 2046.55 ms [2021-01-26 05:45:58 main:574] : INFO : Epoch 724 | loss: 0.0311501 | val_loss: 0.031167 | Time: 2046.26 ms [2021-01-26 05:46:00 main:574] : INFO : Epoch 725 | loss: 0.0311494 | val_loss: 0.031171 | Time: 2042.47 ms [2021-01-26 05:46:02 main:574] : INFO : Epoch 726 | loss: 0.0311502 | val_loss: 0.0311661 | Time: 2039.58 ms [2021-01-26 05:46:04 main:574] : INFO : Epoch 727 | loss: 0.0311493 | val_loss: 0.0311659 | Time: 2040.24 ms [2021-01-26 05:46:06 main:574] : INFO : Epoch 728 | loss: 0.0311493 | val_loss: 0.0311704 | Time: 2049.38 ms [2021-01-26 05:46:08 main:574] : INFO : Epoch 729 | loss: 0.0311499 | val_loss: 0.0311681 | Time: 2042.44 ms [2021-01-26 05:46:10 main:574] : INFO : Epoch 730 | loss: 0.0311499 | val_loss: 0.0311651 | Time: 2043.86 ms [2021-01-26 05:46:12 main:574] : INFO : Epoch 731 | loss: 0.03115 | val_loss: 0.0311688 | Time: 2045.97 ms [2021-01-26 05:46:14 main:574] : INFO : Epoch 732 | loss: 0.0311487 | val_loss: 0.0311699 | Time: 2049.88 ms [2021-01-26 05:46:16 main:574] : INFO : Epoch 733 | loss: 0.0311488 | val_loss: 0.0311727 | Time: 2056.37 ms [2021-01-26 05:46:18 main:574] : INFO : Epoch 734 | loss: 0.031149 | val_loss: 0.0311679 | Time: 2043.98 ms [2021-01-26 05:46:20 main:574] : INFO : Epoch 735 | loss: 0.031152 | val_loss: 0.0311682 | Time: 2055.8 ms [2021-01-26 05:46:22 main:574] : INFO : Epoch 736 | loss: 0.0311551 | val_loss: 0.0311666 | Time: 2043.41 ms [2021-01-26 05:46:24 main:574] : INFO : Epoch 737 | loss: 0.0311532 | val_loss: 0.0311661 | Time: 2039.93 ms [2021-01-26 05:46:26 main:574] : INFO : Epoch 738 | loss: 0.0311537 | val_loss: 0.0311689 | Time: 2042.7 ms [2021-01-26 05:46:28 main:574] : INFO : Epoch 739 | loss: 0.0311524 | val_loss: 0.0311679 | Time: 2043.94 ms [2021-01-26 05:46:30 main:574] : INFO : Epoch 740 | loss: 0.0311514 | val_loss: 0.031167 | Time: 2048.76 ms [2021-01-26 05:46:32 main:574] : INFO : Epoch 741 | loss: 0.0311516 | val_loss: 0.0311677 | Time: 2040.16 ms [2021-01-26 05:46:35 main:574] : INFO : Epoch 742 | loss: 0.0311486 | val_loss: 0.031165 | Time: 2040.51 ms [2021-01-26 05:46:37 main:574] : INFO : Epoch 743 | loss: 0.0311494 | val_loss: 0.0311679 | Time: 2045.74 ms [2021-01-26 05:46:39 main:574] : INFO : Epoch 744 | loss: 0.0311493 | val_loss: 0.0311627 | Time: 2043.18 ms [2021-01-26 05:46:41 main:574] : INFO : Epoch 745 | loss: 0.031149 | val_loss: 0.0311649 | Time: 2042.75 ms [2021-01-26 05:46:43 main:574] : INFO : Epoch 746 | loss: 0.0311491 | val_loss: 0.0311636 | Time: 2042.32 ms [2021-01-26 05:46:45 main:574] : INFO : Epoch 747 | loss: 0.0311487 | val_loss: 0.0311657 | Time: 2040.68 ms [2021-01-26 05:46:47 main:574] : INFO : Epoch 748 | loss: 0.0311475 | val_loss: 0.0311662 | Time: 2044.96 ms [2021-01-26 05:46:49 main:574] : INFO : Epoch 749 | loss: 0.0311469 | val_loss: 0.0311684 | Time: 2043.49 ms [2021-01-26 05:46:51 main:574] : INFO : Epoch 750 | loss: 0.0311486 | val_loss: 0.0311656 | Time: 2039.57 ms [2021-01-26 05:46:53 main:574] : INFO : Epoch 751 | loss: 0.0311485 | val_loss: 0.0311662 | Time: 2046.06 ms [2021-01-26 05:46:55 main:574] : INFO : Epoch 752 | loss: 0.0311467 | val_loss: 0.0311656 | Time: 2048.52 ms [2021-01-26 05:46:57 main:574] : INFO : Epoch 753 | loss: 0.0311468 | val_loss: 0.0311655 | Time: 2036.22 ms [2021-01-26 05:46:59 main:574] : INFO : Epoch 754 | loss: 0.0311482 | val_loss: 0.0311617 | Time: 2043.94 ms [2021-01-26 05:47:01 main:574] : INFO : Epoch 755 | loss: 0.0311474 | val_loss: 0.0311627 | Time: 2041.77 ms [2021-01-26 05:47:03 main:574] : INFO : Epoch 756 | loss: 0.0311459 | val_loss: 0.0311647 | Time: 2039.02 ms [2021-01-26 05:47:05 main:574] : INFO : Epoch 757 | loss: 0.0311482 | val_loss: 0.0311637 | Time: 2045.56 ms [2021-01-26 05:47:07 main:574] : INFO : Epoch 758 | loss: 0.0311496 | val_loss: 0.0311646 | Time: 2046.03 ms [2021-01-26 05:47:09 main:574] : INFO : Epoch 759 | loss: 0.0311478 | val_loss: 0.0311704 | Time: 2047.73 ms [2021-01-26 05:47:12 main:574] : INFO : Epoch 760 | loss: 0.0311469 | val_loss: 0.0311628 | Time: 2046.07 ms [2021-01-26 05:47:14 main:574] : INFO : Epoch 761 | loss: 0.0311456 | val_loss: 0.0311628 | Time: 2047.14 ms [2021-01-26 05:47:16 main:574] : INFO : Epoch 762 | loss: 0.0311505 | val_loss: 0.0311692 | Time: 2035.73 ms [2021-01-26 05:47:18 main:574] : INFO : Epoch 763 | loss: 0.0311599 | val_loss: 0.0311647 | Time: 2042.59 ms [2021-01-26 05:47:20 main:574] : INFO : Epoch 764 | loss: 0.0311606 | val_loss: 0.0311641 | Time: 2049.22 ms [2021-01-26 05:47:22 main:574] : INFO : Epoch 765 | loss: 0.031155 | val_loss: 0.0311621 | Time: 2046.22 ms [2021-01-26 05:47:24 main:574] : INFO : Epoch 766 | loss: 0.0311534 | val_loss: 0.031164 | Time: 2039.19 ms [2021-01-26 05:47:26 main:574] : INFO : Epoch 767 | loss: 0.0311517 | val_loss: 0.0311653 | Time: 2041.62 ms [2021-01-26 05:47:28 main:574] : INFO : Epoch 768 | loss: 0.0311522 | val_loss: 0.0311629 | Time: 2043.31 ms [2021-01-26 05:47:30 main:574] : INFO : Epoch 769 | loss: 0.0311531 | val_loss: 0.0311685 | Time: 2047.76 ms [2021-01-26 05:47:32 main:574] : INFO : Epoch 770 | loss: 0.0311539 | val_loss: 0.0311652 | Time: 2040.88 ms [2021-01-26 05:47:34 main:574] : INFO : Epoch 771 | loss: 0.0311528 | val_loss: 0.0311614 | Time: 2036.98 ms [2021-01-26 05:47:36 main:574] : INFO : Epoch 772 | loss: 0.0311526 | val_loss: 0.0311628 | Time: 2042.5 ms [2021-01-26 05:47:38 main:574] : INFO : Epoch 773 | loss: 0.0311512 | val_loss: 0.0311648 | Time: 2043.69 ms [2021-01-26 05:47:40 main:574] : INFO : Epoch 774 | loss: 0.0311502 | val_loss: 0.0311663 | Time: 2039.06 ms [2021-01-26 05:47:42 main:574] : INFO : Epoch 775 | loss: 0.0311498 | val_loss: 0.0311651 | Time: 2044.79 ms [2021-01-26 05:47:44 main:574] : INFO : Epoch 776 | loss: 0.0311508 | val_loss: 0.0311639 | Time: 2039.44 ms [2021-01-26 05:47:46 main:574] : INFO : Epoch 777 | loss: 0.031151 | val_loss: 0.0311644 | Time: 2048.03 ms [2021-01-26 05:47:48 main:574] : INFO : Epoch 778 | loss: 0.0311521 | val_loss: 0.0311613 | Time: 2037.62 ms [2021-01-26 05:47:51 main:574] : INFO : Epoch 779 | loss: 0.0311515 | val_loss: 0.0311618 | Time: 2045.37 ms [2021-01-26 05:47:53 main:574] : INFO : Epoch 780 | loss: 0.03115 | val_loss: 0.0311617 | Time: 2039.77 ms [2021-01-26 05:47:55 main:574] : INFO : Epoch 781 | loss: 0.0311512 | val_loss: 0.0311634 | Time: 2042.23 ms [2021-01-26 05:47:57 main:574] : INFO : Epoch 782 | loss: 0.03115 | val_loss: 0.0311591 | Time: 2039.51 ms [2021-01-26 05:47:59 main:574] : INFO : Epoch 783 | loss: 0.0311488 | val_loss: 0.031164 | Time: 2042.04 ms [2021-01-26 05:48:01 main:574] : INFO : Epoch 784 | loss: 0.0311487 | val_loss: 0.0311615 | Time: 2042.83 ms [2021-01-26 05:48:03 main:574] : INFO : Epoch 785 | loss: 0.0311485 | val_loss: 0.0311628 | Time: 2040.63 ms [2021-01-26 05:48:05 main:574] : INFO : Epoch 786 | loss: 0.0311478 | val_loss: 0.031168 | Time: 2043.78 ms [2021-01-26 05:48:07 main:574] : INFO : Epoch 787 | loss: 0.0311477 | val_loss: 0.0311609 | Time: 2046.14 ms [2021-01-26 05:48:09 main:574] : INFO : Epoch 788 | loss: 0.0311499 | val_loss: 0.0311609 | Time: 2045.32 ms [2021-01-26 05:48:11 main:574] : INFO : Epoch 789 | loss: 0.0311485 | val_loss: 0.0311627 | Time: 2039.58 ms [2021-01-26 05:48:13 main:574] : INFO : Epoch 790 | loss: 0.0311475 | val_loss: 0.0311635 | Time: 2041.89 ms [2021-01-26 05:48:15 main:574] : INFO : Epoch 791 | loss: 0.0311467 | val_loss: 0.0311623 | Time: 2042.82 ms [2021-01-26 05:48:17 main:574] : INFO : Epoch 792 | loss: 0.0311465 | val_loss: 0.0311621 | Time: 2044.45 ms [2021-01-26 05:48:19 main:574] : INFO : Epoch 793 | loss: 0.0311463 | val_loss: 0.0311611 | Time: 2037.76 ms [2021-01-26 05:48:21 main:574] : INFO : Epoch 794 | loss: 0.0311483 | val_loss: 0.0311707 | Time: 2035.02 ms [2021-01-26 05:48:23 main:574] : INFO : Epoch 795 | loss: 0.0311495 | val_loss: 0.0311686 | Time: 2048.43 ms [2021-01-26 05:48:25 main:574] : INFO : Epoch 796 | loss: 0.0311495 | val_loss: 0.0311709 | Time: 2042.74 ms [2021-01-26 05:48:27 main:574] : INFO : Epoch 797 | loss: 0.0311469 | val_loss: 0.0311618 | Time: 2041.12 ms [2021-01-26 05:48:30 main:574] : INFO : Epoch 798 | loss: 0.0311461 | val_loss: 0.0311629 | Time: 2041.27 ms [2021-01-26 05:48:32 main:574] : INFO : Epoch 799 | loss: 0.0311462 | val_loss: 0.0311622 | Time: 2041.02 ms [2021-01-26 05:48:34 main:574] : INFO : Epoch 800 | loss: 0.0311472 | val_loss: 0.031168 | Time: 2044.17 ms [2021-01-26 05:48:36 main:574] : INFO : Epoch 801 | loss: 0.0311475 | val_loss: 0.0311619 | Time: 2047.83 ms [2021-01-26 05:48:38 main:574] : INFO : Epoch 802 | loss: 0.0311463 | val_loss: 0.0311642 | Time: 2043.01 ms [2021-01-26 05:48:40 main:574] : INFO : Epoch 803 | loss: 0.0311525 | val_loss: 0.0311631 | Time: 2043.82 ms [2021-01-26 05:48:42 main:574] : INFO : Epoch 804 | loss: 0.0311557 | val_loss: 0.0311657 | Time: 2043.93 ms [2021-01-26 05:48:44 main:574] : INFO : Epoch 805 | loss: 0.031153 | val_loss: 0.0311633 | Time: 2048.76 ms [2021-01-26 05:48:46 main:574] : INFO : Epoch 806 | loss: 0.0311528 | val_loss: 0.0311687 | Time: 2041.21 ms [2021-01-26 05:48:48 main:574] : INFO : Epoch 807 | loss: 0.0311547 | val_loss: 0.0311656 | Time: 2043.37 ms [2021-01-26 05:48:50 main:574] : INFO : Epoch 808 | loss: 0.031153 | val_loss: 0.0311649 | Time: 2051.15 ms [2021-01-26 05:48:52 main:574] : INFO : Epoch 809 | loss: 0.0311512 | val_loss: 0.0311619 | Time: 2043.61 ms [2021-01-26 05:48:54 main:574] : INFO : Epoch 810 | loss: 0.0311492 | val_loss: 0.0311637 | Time: 2039 ms [2021-01-26 05:48:56 main:574] : INFO : Epoch 811 | loss: 0.0311505 | val_loss: 0.0311697 | Time: 2043.97 ms [2021-01-26 05:48:58 main:574] : INFO : Epoch 812 | loss: 0.031151 | val_loss: 0.0311665 | Time: 2046.26 ms [2021-01-26 05:49:00 main:574] : INFO : Epoch 813 | loss: 0.0311498 | val_loss: 0.0311664 | Time: 2041.98 ms [2021-01-26 05:49:02 main:574] : INFO : Epoch 814 | loss: 0.0311496 | val_loss: 0.0311651 | Time: 2038.85 ms [2021-01-26 05:49:04 main:574] : INFO : Epoch 815 | loss: 0.0311487 | val_loss: 0.0311651 | Time: 2045.62 ms [2021-01-26 05:49:07 main:574] : INFO : Epoch 816 | loss: 0.0311494 | val_loss: 0.0311631 | Time: 2044.43 ms [2021-01-26 05:49:09 main:574] : INFO : Epoch 817 | loss: 0.0311476 | val_loss: 0.0311613 | Time: 2046.64 ms [2021-01-26 05:49:11 main:574] : INFO : Epoch 818 | loss: 0.031147 | val_loss: 0.0311603 | Time: 2045.61 ms [2021-01-26 05:49:13 main:574] : INFO : Epoch 819 | loss: 0.0311473 | val_loss: 0.0311637 | Time: 2045.29 ms [2021-01-26 05:49:15 main:574] : INFO : Epoch 820 | loss: 0.0311463 | val_loss: 0.0311635 | Time: 2038.21 ms [2021-01-26 05:49:17 main:574] : INFO : Epoch 821 | loss: 0.0311452 | val_loss: 0.031163 | Time: 2044.73 ms [2021-01-26 05:49:19 main:574] : INFO : Epoch 822 | loss: 0.0311448 | val_loss: 0.0311644 | Time: 2039.64 ms [2021-01-26 05:49:21 main:574] : INFO : Epoch 823 | loss: 0.0311452 | val_loss: 0.0311658 | Time: 2045.01 ms [2021-01-26 05:49:23 main:574] : INFO : Epoch 824 | loss: 0.0311483 | val_loss: 0.0311649 | Time: 2042.53 ms [2021-01-26 05:49:25 main:574] : INFO : Epoch 825 | loss: 0.0311455 | val_loss: 0.0311643 | Time: 2036.45 ms [2021-01-26 05:49:27 main:574] : INFO : Epoch 826 | loss: 0.0311444 | val_loss: 0.0311657 | Time: 2038.55 ms [2021-01-26 05:49:29 main:574] : INFO : Epoch 827 | loss: 0.0311453 | val_loss: 0.0311646 | Time: 2048.07 ms [2021-01-26 05:49:31 main:574] : INFO : Epoch 828 | loss: 0.0311444 | val_loss: 0.0311639 | Time: 2051.3 ms [2021-01-26 05:49:33 main:574] : INFO : Epoch 829 | loss: 0.0311465 | val_loss: 0.0311608 | Time: 2045.99 ms [2021-01-26 05:49:35 main:574] : INFO : Epoch 830 | loss: 0.0311467 | val_loss: 0.0311613 | Time: 2040.81 ms [2021-01-26 05:49:37 main:574] : INFO : Epoch 831 | loss: 0.0311447 | val_loss: 0.0311635 | Time: 2046.91 ms [2021-01-26 05:49:39 main:574] : INFO : Epoch 832 | loss: 0.0311458 | val_loss: 0.0311604 | Time: 2046.24 ms [2021-01-26 05:49:41 main:574] : INFO : Epoch 833 | loss: 0.0311445 | val_loss: 0.031163 | Time: 2042.64 ms [2021-01-26 05:49:44 main:574] : INFO : Epoch 834 | loss: 0.031147 | val_loss: 0.0311651 | Time: 2043.34 ms [2021-01-26 05:49:46 main:574] : INFO : Epoch 835 | loss: 0.0311455 | val_loss: 0.0311623 | Time: 2048.33 ms [2021-01-26 05:49:48 main:574] : INFO : Epoch 836 | loss: 0.0311451 | val_loss: 0.0311609 | Time: 2044.32 ms [2021-01-26 05:49:50 main:574] : INFO : Epoch 837 | loss: 0.0311456 | val_loss: 0.0311644 | Time: 2039.32 ms [2021-01-26 05:49:52 main:574] : INFO : Epoch 838 | loss: 0.0311474 | val_loss: 0.0311604 | Time: 2039.4 ms [2021-01-26 05:49:54 main:574] : INFO : Epoch 839 | loss: 0.0311455 | val_loss: 0.0311634 | Time: 2044.32 ms [2021-01-26 05:49:56 main:574] : INFO : Epoch 840 | loss: 0.0311448 | val_loss: 0.0311631 | Time: 2038.63 ms [2021-01-26 05:49:58 main:574] : INFO : Epoch 841 | loss: 0.031146 | val_loss: 0.0311633 | Time: 2041.75 ms [2021-01-26 05:50:00 main:574] : INFO : Epoch 842 | loss: 0.0311482 | val_loss: 0.0311648 | Time: 2040.51 ms [2021-01-26 05:50:02 main:574] : INFO : Epoch 843 | loss: 0.0311467 | val_loss: 0.0311632 | Time: 2047.63 ms [2021-01-26 05:50:04 main:574] : INFO : Epoch 844 | loss: 0.0311456 | val_loss: 0.0311642 | Time: 2041.16 ms [2021-01-26 05:50:06 main:574] : INFO : Epoch 845 | loss: 0.0311451 | val_loss: 0.0311605 | Time: 2044.65 ms [2021-01-26 05:50:08 main:574] : INFO : Epoch 846 | loss: 0.031145 | val_loss: 0.0311626 | Time: 2043.24 ms [2021-01-26 05:50:10 main:574] : INFO : Epoch 847 | loss: 0.0311456 | val_loss: 0.0311654 | Time: 2041.77 ms [2021-01-26 05:50:12 main:574] : INFO : Epoch 848 | loss: 0.031146 | val_loss: 0.0311649 | Time: 2040.94 ms [2021-01-26 05:50:14 main:574] : INFO : Epoch 849 | loss: 0.031145 | val_loss: 0.0311652 | Time: 2047.05 ms [2021-01-26 05:50:16 main:574] : INFO : Epoch 850 | loss: 0.0311449 | val_loss: 0.031165 | Time: 2033.82 ms [2021-01-26 05:50:18 main:574] : INFO : Epoch 851 | loss: 0.0311472 | val_loss: 0.0311652 | Time: 2046.59 ms [2021-01-26 05:50:20 main:574] : INFO : Epoch 852 | loss: 0.0311456 | val_loss: 0.0311617 | Time: 2043.96 ms [2021-01-26 05:50:23 main:574] : INFO : Epoch 853 | loss: 0.0311449 | val_loss: 0.0311638 | Time: 2044.28 ms [2021-01-26 05:50:25 main:574] : INFO : Epoch 854 | loss: 0.031145 | val_loss: 0.0311632 | Time: 2041.27 ms [2021-01-26 05:50:27 main:574] : INFO : Epoch 855 | loss: 0.0311459 | val_loss: 0.0311687 | Time: 2047.9 ms [2021-01-26 05:50:29 main:574] : INFO : Epoch 856 | loss: 0.0311467 | val_loss: 0.0311649 | Time: 2047.28 ms [2021-01-26 05:50:31 main:574] : INFO : Epoch 857 | loss: 0.0311457 | val_loss: 0.0311632 | Time: 2042.59 ms [2021-01-26 05:50:33 main:574] : INFO : Epoch 858 | loss: 0.0311462 | val_loss: 0.031167 | Time: 2042.15 ms [2021-01-26 05:50:35 main:574] : INFO : Epoch 859 | loss: 0.0311475 | val_loss: 0.0311629 | Time: 2038.51 ms [2021-01-26 05:50:37 main:574] : INFO : Epoch 860 | loss: 0.0311477 | val_loss: 0.0311606 | Time: 2046.16 ms [2021-01-26 05:50:39 main:574] : INFO : Epoch 861 | loss: 0.0311473 | val_loss: 0.0311623 | Time: 2046.02 ms [2021-01-26 05:50:41 main:574] : INFO : Epoch 862 | loss: 0.0311452 | val_loss: 0.0311636 | Time: 2047.64 ms [2021-01-26 05:50:43 main:574] : INFO : Epoch 863 | loss: 0.0311468 | val_loss: 0.0311663 | Time: 2043.35 ms [2021-01-26 05:50:45 main:574] : INFO : Epoch 864 | loss: 0.0311469 | val_loss: 0.0311632 | Time: 2040.16 ms [2021-01-26 05:50:47 main:574] : INFO : Epoch 865 | loss: 0.0311469 | val_loss: 0.0311613 | Time: 2042.73 ms [2021-01-26 05:50:49 main:574] : INFO : Epoch 866 | loss: 0.0311451 | val_loss: 0.0311618 | Time: 2039.41 ms [2021-01-26 05:50:51 main:574] : INFO : Epoch 867 | loss: 0.0311453 | val_loss: 0.031169 | Time: 2045.87 ms [2021-01-26 05:50:53 main:574] : INFO : Epoch 868 | loss: 0.0311466 | val_loss: 0.0311631 | Time: 2042.61 ms [2021-01-26 05:50:55 main:574] : INFO : Epoch 869 | loss: 0.0311446 | val_loss: 0.0311665 | Time: 2042.5 ms [2021-01-26 05:50:57 main:574] : INFO : Epoch 870 | loss: 0.0311448 | val_loss: 0.0311667 | Time: 2043.08 ms [2021-01-26 05:51:00 main:574] : INFO : Epoch 871 | loss: 0.0311444 | val_loss: 0.031163 | Time: 2041.71 ms [2021-01-26 05:51:02 main:574] : INFO : Epoch 872 | loss: 0.0311448 | val_loss: 0.0311659 | Time: 2046.89 ms [2021-01-26 05:51:04 main:574] : INFO : Epoch 873 | loss: 0.0311443 | val_loss: 0.0311643 | Time: 2037.31 ms [2021-01-26 05:51:06 main:574] : INFO : Epoch 874 | loss: 0.0311459 | val_loss: 0.0311745 | Time: 2041.13 ms [2021-01-26 05:51:08 main:574] : INFO : Epoch 875 | loss: 0.0311447 | val_loss: 0.031166 | Time: 2044.97 ms [2021-01-26 05:51:10 main:574] : INFO : Epoch 876 | loss: 0.0311432 | val_loss: 0.0311673 | Time: 2046.4 ms [2021-01-26 05:51:12 main:574] : INFO : Epoch 877 | loss: 0.0311434 | val_loss: 0.0311663 | Time: 2047.93 ms [2021-01-26 05:51:14 main:574] : INFO : Epoch 878 | loss: 0.0311443 | val_loss: 0.0311666 | Time: 2043.01 ms [2021-01-26 05:51:16 main:574] : INFO : Epoch 879 | loss: 0.0311449 | val_loss: 0.0311669 | Time: 2034.99 ms [2021-01-26 05:51:18 main:574] : INFO : Epoch 880 | loss: 0.0311444 | val_loss: 0.0311688 | Time: 2043.64 ms [2021-01-26 05:51:20 main:574] : INFO : Epoch 881 | loss: 0.0311451 | val_loss: 0.0311655 | Time: 2040.79 ms [2021-01-26 05:51:22 main:574] : INFO : Epoch 882 | loss: 0.0311461 | val_loss: 0.031173 | Time: 2040.71 ms [2021-01-26 05:51:24 main:574] : INFO : Epoch 883 | loss: 0.0311456 | val_loss: 0.0311682 | Time: 2039.75 ms [2021-01-26 05:51:26 main:574] : INFO : Epoch 884 | loss: 0.0311453 | val_loss: 0.0311671 | Time: 2046.82 ms [2021-01-26 05:51:28 main:574] : INFO : Epoch 885 | loss: 0.0311448 | val_loss: 0.0311656 | Time: 2044.06 ms [2021-01-26 05:51:30 main:574] : INFO : Epoch 886 | loss: 0.031144 | val_loss: 0.0311701 | Time: 2037.7 ms [2021-01-26 05:51:32 main:574] : INFO : Epoch 887 | loss: 0.031144 | val_loss: 0.0311704 | Time: 2049.82 ms [2021-01-26 05:51:34 main:574] : INFO : Epoch 888 | loss: 0.0311445 | val_loss: 0.031164 | Time: 2036.51 ms [2021-01-26 05:51:37 main:574] : INFO : Epoch 889 | loss: 0.0311474 | val_loss: 0.0311645 | Time: 2041.7 ms [2021-01-26 05:51:39 main:574] : INFO : Epoch 890 | loss: 0.0311481 | val_loss: 0.0311643 | Time: 2039.42 ms [2021-01-26 05:51:41 main:574] : INFO : Epoch 891 | loss: 0.031148 | val_loss: 0.0311649 | Time: 2046.94 ms [2021-01-26 05:51:43 main:574] : INFO : Epoch 892 | loss: 0.0311477 | val_loss: 0.0311636 | Time: 2041.44 ms [2021-01-26 05:51:45 main:574] : INFO : Epoch 893 | loss: 0.031148 | val_loss: 0.0311664 | Time: 2044.53 ms [2021-01-26 05:51:47 main:574] : INFO : Epoch 894 | loss: 0.0311487 | val_loss: 0.0311631 | Time: 2044.57 ms [2021-01-26 05:51:49 main:574] : INFO : Epoch 895 | loss: 0.0311481 | val_loss: 0.0311642 | Time: 2045.5 ms [2021-01-26 05:51:51 main:574] : INFO : Epoch 896 | loss: 0.0311502 | val_loss: 0.0311692 | Time: 2043.87 ms [2021-01-26 05:51:53 main:574] : INFO : Epoch 897 | loss: 0.0311499 | val_loss: 0.0311658 | Time: 2043.24 ms [2021-01-26 05:51:55 main:574] : INFO : Epoch 898 | loss: 0.0311482 | val_loss: 0.0311655 | Time: 2039.65 ms [2021-01-26 05:51:57 main:574] : INFO : Epoch 899 | loss: 0.0311473 | val_loss: 0.0311671 | Time: 2045.93 ms [2021-01-26 05:51:59 main:574] : INFO : Epoch 900 | loss: 0.0311472 | val_loss: 0.0311658 | Time: 2047.09 ms [2021-01-26 05:52:01 main:574] : INFO : Epoch 901 | loss: 0.0311472 | val_loss: 0.031165 | Time: 2040.88 ms [2021-01-26 05:52:03 main:574] : INFO : Epoch 902 | loss: 0.0311484 | val_loss: 0.0311675 | Time: 2045.29 ms [2021-01-26 05:52:05 main:574] : INFO : Epoch 903 | loss: 0.0311471 | val_loss: 0.0311658 | Time: 2043.38 ms [2021-01-26 05:52:07 main:574] : INFO : Epoch 904 | loss: 0.0311451 | val_loss: 0.0311624 | Time: 2044.65 ms [2021-01-26 05:52:09 main:574] : INFO : Epoch 905 | loss: 0.0311433 | val_loss: 0.0311653 | Time: 2047.01 ms [2021-01-26 05:52:11 main:574] : INFO : Epoch 906 | loss: 0.031143 | val_loss: 0.0311725 | Time: 2046.13 ms [2021-01-26 05:52:14 main:574] : INFO : Epoch 907 | loss: 0.0311438 | val_loss: 0.0311662 | Time: 2049.72 ms [2021-01-26 05:52:16 main:574] : INFO : Epoch 908 | loss: 0.031147 | val_loss: 0.0311643 | Time: 2050.48 ms [2021-01-26 05:52:18 main:574] : INFO : Epoch 909 | loss: 0.0311515 | val_loss: 0.0311709 | Time: 2045.83 ms [2021-01-26 05:52:20 main:574] : INFO : Epoch 910 | loss: 0.0311496 | val_loss: 0.0311686 | Time: 2047.05 ms [2021-01-26 05:52:22 main:574] : INFO : Epoch 911 | loss: 0.0311481 | val_loss: 0.0311676 | Time: 2053.49 ms [2021-01-26 05:52:24 main:574] : INFO : Epoch 912 | loss: 0.0311456 | val_loss: 0.03117 | Time: 2051.99 ms [2021-01-26 05:52:26 main:574] : INFO : Epoch 913 | loss: 0.0311454 | val_loss: 0.0311702 | Time: 2051.47 ms [2021-01-26 05:52:28 main:574] : INFO : Epoch 914 | loss: 0.0311457 | val_loss: 0.0311655 | Time: 2047.75 ms [2021-01-26 05:52:30 main:574] : INFO : Epoch 915 | loss: 0.0311452 | val_loss: 0.0311689 | Time: 2048.72 ms [2021-01-26 05:52:32 main:574] : INFO : Epoch 916 | loss: 0.0311446 | val_loss: 0.0311696 | Time: 2050.67 ms [2021-01-26 05:52:34 main:574] : INFO : Epoch 917 | loss: 0.0311457 | val_loss: 0.0311703 | Time: 2046.34 ms [2021-01-26 05:52:36 main:574] : INFO : Epoch 918 | loss: 0.031146 | val_loss: 0.0311741 | Time: 2047.56 ms [2021-01-26 05:52:38 main:574] : INFO : Epoch 919 | loss: 0.0311456 | val_loss: 0.031174 | Time: 2053.9 ms [2021-01-26 05:52:40 main:574] : INFO : Epoch 920 | loss: 0.0311453 | val_loss: 0.0311716 | Time: 2055.9 ms [2021-01-26 05:52:42 main:574] : INFO : Epoch 921 | loss: 0.0311451 | val_loss: 0.0311691 | Time: 2049.49 ms [2021-01-26 05:52:44 main:574] : INFO : Epoch 922 | loss: 0.0311439 | val_loss: 0.0311658 | Time: 2051.9 ms [2021-01-26 05:52:47 main:574] : INFO : Epoch 923 | loss: 0.0311437 | val_loss: 0.0311668 | Time: 2058.69 ms [2021-01-26 05:52:49 main:574] : INFO : Epoch 924 | loss: 0.0311459 | val_loss: 0.0311694 | Time: 2053.86 ms [2021-01-26 05:52:51 main:574] : INFO : Epoch 925 | loss: 0.0311434 | val_loss: 0.0311709 | Time: 2056.04 ms [2021-01-26 05:52:53 main:574] : INFO : Epoch 926 | loss: 0.0311436 | val_loss: 0.0311705 | Time: 2054.26 ms [2021-01-26 05:52:55 main:574] : INFO : Epoch 927 | loss: 0.0311473 | val_loss: 0.0311736 | Time: 2050.95 ms [2021-01-26 05:52:57 main:574] : INFO : Epoch 928 | loss: 0.031147 | val_loss: 0.031166 | Time: 2055.51 ms [2021-01-26 05:52:59 main:574] : INFO : Epoch 929 | loss: 0.0311448 | val_loss: 0.031166 | Time: 2047.77 ms [2021-01-26 05:53:01 main:574] : INFO : Epoch 930 | loss: 0.0311434 | val_loss: 0.0311692 | Time: 2047.82 ms [2021-01-26 05:53:03 main:574] : INFO : Epoch 931 | loss: 0.0311424 | val_loss: 0.0311666 | Time: 2054.3 ms [2021-01-26 05:53:05 main:574] : INFO : Epoch 932 | loss: 0.0311435 | val_loss: 0.0311665 | Time: 2048.91 ms [2021-01-26 05:53:07 main:574] : INFO : Epoch 933 | loss: 0.0311462 | val_loss: 0.0311709 | Time: 2058.76 ms [2021-01-26 05:53:09 main:574] : INFO : Epoch 934 | loss: 0.0311424 | val_loss: 0.031169 | Time: 2049.44 ms [2021-01-26 05:53:11 main:574] : INFO : Epoch 935 | loss: 0.0311433 | val_loss: 0.0311682 | Time: 2055.11 ms [2021-01-26 05:53:13 main:574] : INFO : Epoch 936 | loss: 0.031142 | val_loss: 0.0311691 | Time: 2046.17 ms [2021-01-26 05:53:15 main:574] : INFO : Epoch 937 | loss: 0.0311403 | val_loss: 0.0311692 | Time: 2050.69 ms [2021-01-26 05:53:18 main:574] : INFO : Epoch 938 | loss: 0.0311418 | val_loss: 0.0311642 | Time: 2047.12 ms [2021-01-26 05:53:20 main:574] : INFO : Epoch 939 | loss: 0.0311413 | val_loss: 0.0311668 | Time: 2049.62 ms [2021-01-26 05:53:22 main:574] : INFO : Epoch 940 | loss: 0.0311403 | val_loss: 0.0311687 | Time: 2057.6 ms [2021-01-26 05:53:24 main:574] : INFO : Epoch 941 | loss: 0.0311451 | val_loss: 0.0311635 | Time: 2042.2 ms [2021-01-26 05:53:26 main:574] : INFO : Epoch 942 | loss: 0.0311436 | val_loss: 0.0311691 | Time: 2050.53 ms [2021-01-26 05:53:28 main:574] : INFO : Epoch 943 | loss: 0.0311433 | val_loss: 0.0311689 | Time: 2054.4 ms [2021-01-26 05:53:30 main:574] : INFO : Epoch 944 | loss: 0.0311429 | val_loss: 0.0311674 | Time: 2048.52 ms [2021-01-26 05:53:32 main:574] : INFO : Epoch 945 | loss: 0.0311422 | val_loss: 0.0311713 | Time: 2049.89 ms [2021-01-26 05:53:34 main:574] : INFO : Epoch 946 | loss: 0.0311423 | val_loss: 0.0311689 | Time: 2053.01 ms [2021-01-26 05:53:36 main:574] : INFO : Epoch 947 | loss: 0.0311413 | val_loss: 0.0311699 | Time: 2049.66 ms [2021-01-26 05:53:38 main:574] : INFO : Epoch 948 | loss: 0.0311404 | val_loss: 0.0311634 | Time: 2054.45 ms [2021-01-26 05:53:40 main:574] : INFO : Epoch 949 | loss: 0.0311415 | val_loss: 0.0311689 | Time: 2055.31 ms [2021-01-26 05:53:42 main:574] : INFO : Epoch 950 | loss: 0.0311403 | val_loss: 0.0311646 | Time: 2052.55 ms [2021-01-26 05:53:44 main:574] : INFO : Epoch 951 | loss: 0.0311411 | val_loss: 0.031167 | Time: 2041.65 ms [2021-01-26 05:53:46 main:574] : INFO : Epoch 952 | loss: 0.0311413 | val_loss: 0.0311695 | Time: 2070.9 ms [2021-01-26 05:53:48 main:574] : INFO : Epoch 953 | loss: 0.0311406 | val_loss: 0.0311693 | Time: 2051.86 ms [2021-01-26 05:53:50 main:574] : INFO : Epoch 954 | loss: 0.0311412 | val_loss: 0.0311689 | Time: 2046.76 ms [2021-01-26 05:53:53 main:574] : INFO : Epoch 955 | loss: 0.0311422 | val_loss: 0.0311709 | Time: 2045.66 ms [2021-01-26 05:53:55 main:574] : INFO : Epoch 956 | loss: 0.0311416 | val_loss: 0.0311698 | Time: 2050.75 ms [2021-01-26 05:53:57 main:574] : INFO : Epoch 957 | loss: 0.0311395 | val_loss: 0.0311658 | Time: 2052.48 ms [2021-01-26 05:53:59 main:574] : INFO : Epoch 958 | loss: 0.0311399 | val_loss: 0.0311739 | Time: 2042.53 ms [2021-01-26 05:54:01 main:574] : INFO : Epoch 959 | loss: 0.0311433 | val_loss: 0.0311726 | Time: 2053.98 ms [2021-01-26 05:54:03 main:574] : INFO : Epoch 960 | loss: 0.0311437 | val_loss: 0.0311743 | Time: 2050.52 ms [2021-01-26 05:54:05 main:574] : INFO : Epoch 961 | loss: 0.0311408 | val_loss: 0.0311679 | Time: 2051.87 ms [2021-01-26 05:54:07 main:574] : INFO : Epoch 962 | loss: 0.0311398 | val_loss: 0.031167 | Time: 2052.13 ms [2021-01-26 05:54:09 main:574] : INFO : Epoch 963 | loss: 0.0311404 | val_loss: 0.0311736 | Time: 2052.12 ms [2021-01-26 05:54:11 main:574] : INFO : Epoch 964 | loss: 0.0311411 | val_loss: 0.0311655 | Time: 2047.26 ms [2021-01-26 05:54:13 main:574] : INFO : Epoch 965 | loss: 0.0311408 | val_loss: 0.031171 | Time: 2050.91 ms [2021-01-26 05:54:15 main:574] : INFO : Epoch 966 | loss: 0.0311409 | val_loss: 0.0311686 | Time: 2071.06 ms [2021-01-26 05:54:17 main:574] : INFO : Epoch 967 | loss: 0.0311396 | val_loss: 0.0311733 | Time: 2051.18 ms [2021-01-26 05:54:19 main:574] : INFO : Epoch 968 | loss: 0.031139 | val_loss: 0.0311669 | Time: 2046.83 ms [2021-01-26 05:54:21 main:574] : INFO : Epoch 969 | loss: 0.0311394 | val_loss: 0.0311685 | Time: 2048.07 ms [2021-01-26 05:54:23 main:574] : INFO : Epoch 970 | loss: 0.0311391 | val_loss: 0.0311655 | Time: 2044.77 ms [2021-01-26 05:54:26 main:574] : INFO : Epoch 971 | loss: 0.0311415 | val_loss: 0.0311696 | Time: 2047.29 ms [2021-01-26 05:54:28 main:574] : INFO : Epoch 972 | loss: 0.0311391 | val_loss: 0.0311691 | Time: 2056.49 ms [2021-01-26 05:54:30 main:574] : INFO : Epoch 973 | loss: 0.0311389 | val_loss: 0.0311674 | Time: 2048.88 ms [2021-01-26 05:54:32 main:574] : INFO : Epoch 974 | loss: 0.0311409 | val_loss: 0.031175 | Time: 2046.77 ms [2021-01-26 05:54:34 main:574] : INFO : Epoch 975 | loss: 0.0311405 | val_loss: 0.0311666 | Time: 2051.32 ms [2021-01-26 05:54:36 main:574] : INFO : Epoch 976 | loss: 0.031138 | val_loss: 0.0311694 | Time: 2047.37 ms [2021-01-26 05:54:38 main:574] : INFO : Epoch 977 | loss: 0.0311383 | val_loss: 0.0311651 | Time: 2047.82 ms [2021-01-26 05:54:40 main:574] : INFO : Epoch 978 | loss: 0.0311385 | val_loss: 0.0311673 | Time: 2046.47 ms [2021-01-26 05:54:42 main:574] : INFO : Epoch 979 | loss: 0.0311384 | val_loss: 0.0311694 | Time: 2046.43 ms [2021-01-26 05:54:44 main:574] : INFO : Epoch 980 | loss: 0.0311467 | val_loss: 0.031175 | Time: 2053.1 ms [2021-01-26 05:54:46 main:574] : INFO : Epoch 981 | loss: 0.031144 | val_loss: 0.0311651 | Time: 2053.59 ms [2021-01-26 05:54:48 main:574] : INFO : Epoch 982 | loss: 0.0311422 | val_loss: 0.0311672 | Time: 2045.69 ms [2021-01-26 05:54:50 main:574] : INFO : Epoch 983 | loss: 0.0311418 | val_loss: 0.0311698 | Time: 2052.03 ms [2021-01-26 05:54:52 main:574] : INFO : Epoch 984 | loss: 0.0311409 | val_loss: 0.0311786 | Time: 2053.02 ms [2021-01-26 05:54:54 main:574] : INFO : Epoch 985 | loss: 0.031142 | val_loss: 0.0311647 | Time: 2051.36 ms [2021-01-26 05:54:56 main:574] : INFO : Epoch 986 | loss: 0.0311446 | val_loss: 0.0311746 | Time: 2045.65 ms [2021-01-26 05:54:59 main:574] : INFO : Epoch 987 | loss: 0.0311481 | val_loss: 0.0311712 | Time: 2052 ms [2021-01-26 05:55:01 main:574] : INFO : Epoch 988 | loss: 0.0311472 | val_loss: 0.0311672 | Time: 2047.04 ms [2021-01-26 05:55:03 main:574] : INFO : Epoch 989 | loss: 0.0311472 | val_loss: 0.0311673 | Time: 2046.61 ms [2021-01-26 05:55:05 main:574] : INFO : Epoch 990 | loss: 0.0311447 | val_loss: 0.0311632 | Time: 2046.76 ms [2021-01-26 05:55:07 main:574] : INFO : Epoch 991 | loss: 0.0311455 | val_loss: 0.0311689 | Time: 2052.93 ms [2021-01-26 05:55:09 main:574] : INFO : Epoch 992 | loss: 0.0311426 | val_loss: 0.0311607 | Time: 2052.28 ms [2021-01-26 05:55:11 main:574] : INFO : Epoch 993 | loss: 0.0311435 | val_loss: 0.0311602 | Time: 2046.57 ms [2021-01-26 05:55:13 main:574] : INFO : Epoch 994 | loss: 0.0311441 | val_loss: 0.0311599 | Time: 2052.34 ms [2021-01-26 05:55:15 main:574] : INFO : Epoch 995 | loss: 0.0311452 | val_loss: 0.0311621 | Time: 2052.72 ms [2021-01-26 05:55:17 main:574] : INFO : Epoch 996 | loss: 0.0311462 | val_loss: 0.0311646 | Time: 2049.71 ms [2021-01-26 05:55:19 main:574] : INFO : Epoch 997 | loss: 0.0311466 | val_loss: 0.031163 | Time: 2050.07 ms [2021-01-26 05:55:21 main:574] : INFO : Epoch 998 | loss: 0.0311446 | val_loss: 0.0311665 | Time: 2050.7 ms [2021-01-26 05:55:23 main:574] : INFO : Epoch 999 | loss: 0.0311451 | val_loss: 0.0311649 | Time: 2044.79 ms [2021-01-26 05:55:25 main:574] : INFO : Epoch 1000 | loss: 0.031143 | val_loss: 0.0311646 | Time: 2046.1 ms [2021-01-26 05:55:27 main:574] : INFO : Epoch 1001 | loss: 0.0311429 | val_loss: 0.0311659 | Time: 2048.3 ms [2021-01-26 05:55:29 main:574] : INFO : Epoch 1002 | loss: 0.0311442 | val_loss: 0.0311654 | Time: 2047.97 ms [2021-01-26 05:55:32 main:574] : INFO : Epoch 1003 | loss: 0.031143 | val_loss: 0.0311657 | Time: 2050.65 ms [2021-01-26 05:55:34 main:574] : INFO : Epoch 1004 | loss: 0.0311461 | val_loss: 0.031168 | Time: 2055.18 ms [2021-01-26 05:55:36 main:574] : INFO : Epoch 1005 | loss: 0.0311444 | val_loss: 0.031174 | Time: 2050.41 ms [2021-01-26 05:55:38 main:574] : INFO : Epoch 1006 | loss: 0.0311435 | val_loss: 0.0311644 | Time: 2049.3 ms [2021-01-26 05:55:40 main:574] : INFO : Epoch 1007 | loss: 0.0311422 | val_loss: 0.0311696 | Time: 2057.55 ms [2021-01-26 05:55:42 main:574] : INFO : Epoch 1008 | loss: 0.0311445 | val_loss: 0.0311685 | Time: 2049.49 ms [2021-01-26 05:55:44 main:574] : INFO : Epoch 1009 | loss: 0.0311468 | val_loss: 0.0311683 | Time: 2044.47 ms [2021-01-26 05:55:46 main:574] : INFO : Epoch 1010 | loss: 0.0311476 | val_loss: 0.0311795 | Time: 2048.06 ms [2021-01-26 05:55:48 main:574] : INFO : Epoch 1011 | loss: 0.0311535 | val_loss: 0.0311674 | Time: 2053.3 ms [2021-01-26 05:55:50 main:574] : INFO : Epoch 1012 | loss: 0.0311477 | val_loss: 0.0311785 | Time: 2050.07 ms [2021-01-26 05:55:52 main:574] : INFO : Epoch 1013 | loss: 0.0311466 | val_loss: 0.03117 | Time: 2044.44 ms [2021-01-26 05:55:54 main:574] : INFO : Epoch 1014 | loss: 0.0311454 | val_loss: 0.0311694 | Time: 2045.26 ms [2021-01-26 05:55:56 main:574] : INFO : Epoch 1015 | loss: 0.0311442 | val_loss: 0.0311641 | Time: 2051.5 ms [2021-01-26 05:55:58 main:574] : INFO : Epoch 1016 | loss: 0.0311465 | val_loss: 0.0311646 | Time: 2046.09 ms [2021-01-26 05:56:00 main:574] : INFO : Epoch 1017 | loss: 0.0311464 | val_loss: 0.0311665 | Time: 2055.87 ms [2021-01-26 05:56:02 main:574] : INFO : Epoch 1018 | loss: 0.0311451 | val_loss: 0.0311663 | Time: 2050.37 ms [2021-01-26 05:56:05 main:574] : INFO : Epoch 1019 | loss: 0.0311445 | val_loss: 0.0311643 | Time: 2050.82 ms [2021-01-26 05:56:07 main:574] : INFO : Epoch 1020 | loss: 0.0311455 | val_loss: 0.0311632 | Time: 2047.6 ms [2021-01-26 05:56:09 main:574] : INFO : Epoch 1021 | loss: 0.0311441 | val_loss: 0.0311635 | Time: 2051.32 ms [2021-01-26 05:56:11 main:574] : INFO : Epoch 1022 | loss: 0.0311445 | val_loss: 0.0311631 | Time: 2046.2 ms [2021-01-26 05:56:13 main:574] : INFO : Epoch 1023 | loss: 0.0311436 | val_loss: 0.0311667 | Time: 2054.36 ms [2021-01-26 05:56:15 main:574] : INFO : Epoch 1024 | loss: 0.031144 | val_loss: 0.0311616 | Time: 2050.11 ms [2021-01-26 05:56:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311616 [2021-01-26 05:56:15 main:603] : INFO : Saving end state to config to file [2021-01-26 05:56:15 main:608] : INFO : Success, exiting.. 05:56:15 (25056): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)