Task 3322539
| Name | ParityMachine-1606531478-29265-4_0 |
| Workunit | 1587919 |
| Created | 17 Dec 2020, 22:21:28 UTC |
| Sent | 20 Dec 2020, 22:26:25 UTC |
| Report deadline | 27 Dec 2020, 22:26:25 UTC |
| Received | 21 Dec 2020, 11:41:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 41 sec |
| CPU time | 34 min 37 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> 18 main:581] : INFO : Epoch 510 | loss: 0.0311661 | val_loss: 0.0311696 | Time: 2036.51 ms [2020-12-21 05:58:20 main:581] : INFO : Epoch 511 | loss: 0.0311659 | val_loss: 0.03117 | Time: 2034.81 ms [2020-12-21 05:58:22 main:581] : INFO : Epoch 512 | loss: 0.0311654 | val_loss: 0.0311699 | Time: 2026.04 ms [2020-12-21 05:58:24 main:581] : INFO : Epoch 513 | loss: 0.0311661 | val_loss: 0.0311706 | Time: 2039.71 ms [2020-12-21 05:58:26 main:581] : INFO : Epoch 514 | loss: 0.0311676 | val_loss: 0.0311688 | Time: 2028.09 ms [2020-12-21 05:58:28 main:581] : INFO : Epoch 515 | loss: 0.0311657 | val_loss: 0.03117 | Time: 2037.05 ms [2020-12-21 05:58:30 main:581] : INFO : Epoch 516 | loss: 0.0311651 | val_loss: 0.0311698 | Time: 2030.49 ms [2020-12-21 05:58:32 main:581] : INFO : Epoch 517 | loss: 0.0311661 | val_loss: 0.0311711 | Time: 2036.43 ms [2020-12-21 05:58:34 main:581] : INFO : Epoch 518 | loss: 0.0311664 | val_loss: 0.0311707 | Time: 2033.95 ms [2020-12-21 05:58:36 main:581] : INFO : Epoch 519 | loss: 0.0311658 | val_loss: 0.0311711 | Time: 2034.59 ms [2020-12-21 05:58:38 main:581] : INFO : Epoch 520 | loss: 0.0311657 | val_loss: 0.0311703 | Time: 2034.47 ms [2020-12-21 05:58:40 main:581] : INFO : Epoch 521 | loss: 0.0311654 | val_loss: 0.0311708 | Time: 2037.07 ms [2020-12-21 05:58:42 main:581] : INFO : Epoch 522 | loss: 0.0311651 | val_loss: 0.0311711 | Time: 2032.96 ms [2020-12-21 05:58:44 main:581] : INFO : Epoch 523 | loss: 0.0311651 | val_loss: 0.0311727 | Time: 2035.58 ms [2020-12-21 05:58:46 main:581] : INFO : Epoch 524 | loss: 0.0311655 | val_loss: 0.0311709 | Time: 2034.52 ms [2020-12-21 05:58:48 main:581] : INFO : Epoch 525 | loss: 0.0311658 | val_loss: 0.0311704 | Time: 2044.71 ms [2020-12-21 05:58:50 main:581] : INFO : Epoch 526 | loss: 0.0311653 | val_loss: 0.0311699 | Time: 2024.42 ms [2020-12-21 05:58:52 main:581] : INFO : Epoch 527 | loss: 0.0311648 | val_loss: 0.03117 | Time: 2035.69 ms [2020-12-21 05:58:54 main:581] : INFO : Epoch 528 | loss: 0.0311654 | val_loss: 0.0311702 | Time: 2036.63 ms [2020-12-21 05:58:56 main:581] : INFO : Epoch 529 | loss: 0.0311649 | val_loss: 0.03117 | Time: 2042.32 ms [2020-12-21 05:58:58 main:581] : INFO : Epoch 530 | loss: 0.0311648 | val_loss: 0.03117 | Time: 2030.44 ms [2020-12-21 05:59:00 main:581] : INFO : Epoch 531 | loss: 0.0311647 | val_loss: 0.0311699 | Time: 2032.68 ms [2020-12-21 05:59:02 main:581] : INFO : Epoch 532 | loss: 0.0311646 | val_loss: 0.0311705 | Time: 2035.27 ms [2020-12-21 05:59:04 main:581] : INFO : Epoch 533 | loss: 0.0311654 | val_loss: 0.03117 | Time: 2033.32 ms [2020-12-21 05:59:06 main:581] : INFO : Epoch 534 | loss: 0.0311649 | val_loss: 0.0311703 | Time: 2030.81 ms [2020-12-21 05:59:08 main:581] : INFO : Epoch 535 | loss: 0.0311651 | val_loss: 0.0311713 | Time: 2039.57 ms [2020-12-21 05:59:10 main:581] : INFO : Epoch 536 | loss: 0.0311646 | val_loss: 0.0311699 | Time: 2036.2 ms [2020-12-21 05:59:13 main:581] : INFO : Epoch 537 | loss: 0.0311649 | val_loss: 0.0311716 | Time: 2038.29 ms [2020-12-21 05:59:15 main:581] : INFO : Epoch 538 | loss: 0.0311649 | val_loss: 0.0311699 | Time: 2037.68 ms [2020-12-21 05:59:17 main:581] : INFO : Epoch 539 | loss: 0.031165 | val_loss: 0.03117 | Time: 2032.69 ms [2020-12-21 05:59:19 main:581] : INFO : Epoch 540 | loss: 0.0311649 | val_loss: 0.0311702 | Time: 2035.76 ms [2020-12-21 05:59:21 main:581] : INFO : Epoch 541 | loss: 0.0311645 | val_loss: 0.0311703 | Time: 2032.26 ms [2020-12-21 05:59:23 main:581] : INFO : Epoch 542 | loss: 0.0311647 | val_loss: 0.0311698 | Time: 2027.75 ms [2020-12-21 05:59:25 main:581] : INFO : Epoch 543 | loss: 0.0311645 | val_loss: 0.0311712 | Time: 2037.18 ms [2020-12-21 05:59:27 main:581] : INFO : Epoch 544 | loss: 0.0311657 | val_loss: 0.0311701 | Time: 2038.02 ms [2020-12-21 05:59:29 main:581] : INFO : Epoch 545 | loss: 0.0311654 | val_loss: 0.0311705 | Time: 2037.6 ms [2020-12-21 05:59:31 main:581] : INFO : Epoch 546 | loss: 0.0311648 | val_loss: 0.0311705 | Time: 2037.43 ms [2020-12-21 05:59:33 main:581] : INFO : Epoch 547 | loss: 0.0311641 | val_loss: 0.0311703 | Time: 2035.94 ms [2020-12-21 05:59:35 main:581] : INFO : Epoch 548 | loss: 0.0311644 | val_loss: 0.0311701 | Time: 2037.58 ms [2020-12-21 05:59:37 main:581] : INFO : Epoch 549 | loss: 0.0311641 | val_loss: 0.03117 | Time: 2033.48 ms [2020-12-21 05:59:39 main:581] : INFO : Epoch 550 | loss: 0.0311648 | val_loss: 0.0311748 | Time: 2031.18 ms [2020-12-21 05:59:41 main:581] : INFO : Epoch 551 | loss: 0.0311645 | val_loss: 0.0311731 | Time: 2034.95 ms [2020-12-21 05:59:43 main:581] : INFO : Epoch 552 | loss: 0.0311644 | val_loss: 0.0311727 | Time: 2031.83 ms [2020-12-21 05:59:45 main:581] : INFO : Epoch 553 | loss: 0.031164 | val_loss: 0.0311713 | Time: 2038.96 ms [2020-12-21 05:59:47 main:581] : INFO : Epoch 554 | loss: 0.0311637 | val_loss: 0.03117 | Time: 2039.66 ms [2020-12-21 05:59:49 main:581] : INFO : Epoch 555 | loss: 0.0311636 | val_loss: 0.0311704 | Time: 2036.84 ms [2020-12-21 05:59:51 main:581] : INFO : Epoch 556 | loss: 0.0311638 | val_loss: 0.031171 | Time: 2038.73 ms [2020-12-21 05:59:53 main:581] : INFO : Epoch 557 | loss: 0.0311655 | val_loss: 0.0311717 | Time: 2042.16 ms [2020-12-21 05:59:55 main:581] : INFO : Epoch 558 | loss: 0.031164 | val_loss: 0.0311706 | Time: 2037.73 ms [2020-12-21 05:59:57 main:581] : INFO : Epoch 559 | loss: 0.0311636 | val_loss: 0.0311703 | Time: 2036.48 ms [2020-12-21 05:59:59 main:581] : INFO : Epoch 560 | loss: 0.0311654 | val_loss: 0.0311699 | Time: 2036.16 ms [2020-12-21 06:00:01 main:581] : INFO : Epoch 561 | loss: 0.0311652 | val_loss: 0.0311696 | Time: 2034.26 ms [2020-12-21 06:00:03 main:581] : INFO : Epoch 562 | loss: 0.0311644 | val_loss: 0.03117 | Time: 2038.42 ms [2020-12-21 06:00:05 main:581] : INFO : Epoch 563 | loss: 0.0311651 | val_loss: 0.0311703 | Time: 2035.48 ms [2020-12-21 06:00:07 main:581] : INFO : Epoch 564 | loss: 0.0311645 | val_loss: 0.0311718 | Time: 2035.49 ms [2020-12-21 06:00:10 main:581] : INFO : Epoch 565 | loss: 0.0311641 | val_loss: 0.03117 | Time: 2035.65 ms [2020-12-21 06:00:12 main:581] : INFO : Epoch 566 | loss: 0.0311655 | val_loss: 0.0311709 | Time: 2035.06 ms [2020-12-21 06:00:14 main:581] : INFO : Epoch 567 | loss: 0.0311683 | val_loss: 0.0311704 | Time: 2033.46 ms [2020-12-21 06:00:16 main:581] : INFO : Epoch 568 | loss: 0.0311682 | val_loss: 0.0311705 | Time: 2032.15 ms [2020-12-21 06:00:18 main:581] : INFO : Epoch 569 | loss: 0.0311682 | val_loss: 0.0311705 | Time: 2033.88 ms [2020-12-21 06:00:20 main:581] : INFO : Epoch 570 | loss: 0.0311664 | val_loss: 0.0311697 | Time: 2036.92 ms [2020-12-21 06:00:22 main:581] : INFO : Epoch 571 | loss: 0.0311664 | val_loss: 0.0311691 | Time: 2032.7 ms [2020-12-21 06:00:24 main:581] : INFO : Epoch 572 | loss: 0.0311695 | val_loss: 0.0311724 | Time: 2034.41 ms [2020-12-21 06:00:26 main:581] : INFO : Epoch 573 | loss: 0.0311706 | val_loss: 0.0311739 | Time: 2040.74 ms [2020-12-21 06:00:28 main:581] : INFO : Epoch 574 | loss: 0.0311692 | val_loss: 0.0311711 | Time: 2034 ms [2020-12-21 06:00:30 main:581] : INFO : Epoch 575 | loss: 0.0311688 | val_loss: 0.0311717 | Time: 2038.26 ms [2020-12-21 06:00:32 main:581] : INFO : Epoch 576 | loss: 0.0311686 | val_loss: 0.0311708 | Time: 2035.61 ms [2020-12-21 06:00:34 main:581] : INFO : Epoch 577 | loss: 0.031168 | val_loss: 0.0311718 | Time: 2036.37 ms [2020-12-21 06:00:36 main:581] : INFO : Epoch 578 | loss: 0.0311673 | val_loss: 0.0311699 | Time: 2032.9 ms [2020-12-21 06:00:38 main:581] : INFO : Epoch 579 | loss: 0.0311668 | val_loss: 0.0311708 | Time: 2020.6 ms [2020-12-21 06:00:40 main:581] : INFO : Epoch 580 | loss: 0.0311674 | val_loss: 0.0311697 | Time: 2043.85 ms [2020-12-21 06:00:42 main:581] : INFO : Epoch 581 | loss: 0.0311669 | val_loss: 0.0311715 | Time: 2037.76 ms [2020-12-21 06:00:44 main:581] : INFO : Epoch 582 | loss: 0.031169 | val_loss: 0.0311734 | Time: 2041.01 ms [2020-12-21 06:00:46 main:581] : INFO : Epoch 583 | loss: 0.0311669 | val_loss: 0.0311695 | Time: 2037.07 ms [2020-12-21 06:00:48 main:581] : INFO : Epoch 584 | loss: 0.0311663 | val_loss: 0.031169 | Time: 2026.13 ms [2020-12-21 06:00:50 main:581] : INFO : Epoch 585 | loss: 0.0311658 | val_loss: 0.0311689 | Time: 2036.12 ms [2020-12-21 06:00:52 main:581] : INFO : Epoch 586 | loss: 0.0311662 | val_loss: 0.0311693 | Time: 2035.14 ms [2020-12-21 06:00:54 main:581] : INFO : Epoch 587 | loss: 0.0311668 | val_loss: 0.0311694 | Time: 2044.69 ms [2020-12-21 06:00:56 main:581] : INFO : Epoch 588 | loss: 0.0311656 | val_loss: 0.0311691 | Time: 2036.09 ms [2020-12-21 06:00:58 main:581] : INFO : Epoch 589 | loss: 0.0311656 | val_loss: 0.0311688 | Time: 2037.6 ms [2020-12-21 06:01:00 main:581] : INFO : Epoch 590 | loss: 0.031166 | val_loss: 0.0311692 | Time: 2039.21 ms [2020-12-21 06:01:02 main:581] : INFO : Epoch 591 | loss: 0.0311659 | val_loss: 0.0311701 | Time: 2033.5 ms [2020-12-21 06:01:04 main:581] : INFO : Epoch 592 | loss: 0.0311662 | val_loss: 0.0311726 | Time: 2045.78 ms [2020-12-21 06:01:07 main:581] : INFO : Epoch 593 | loss: 0.0311685 | val_loss: 0.0311724 | Time: 2033.75 ms [2020-12-21 06:01:09 main:581] : INFO : Epoch 594 | loss: 0.0311668 | val_loss: 0.0311695 | Time: 2036.68 ms [2020-12-21 06:01:11 main:581] : INFO : Epoch 595 | loss: 0.0311657 | val_loss: 0.0311685 | Time: 2033 ms [2020-12-21 06:01:13 main:581] : INFO : Epoch 596 | loss: 0.0311647 | val_loss: 0.0311687 | Time: 2033.67 ms [2020-12-21 06:01:15 main:581] : INFO : Epoch 597 | loss: 0.0311648 | val_loss: 0.0311684 | Time: 2035.79 ms [2020-12-21 06:01:17 main:581] : INFO : Epoch 598 | loss: 0.0311659 | val_loss: 0.031169 | Time: 2031.19 ms [2020-12-21 06:01:19 main:581] : INFO : Epoch 599 | loss: 0.0311655 | val_loss: 0.0311689 | Time: 2032.39 ms [2020-12-21 06:01:21 main:581] : INFO : Epoch 600 | loss: 0.0311669 | val_loss: 0.0311699 | Time: 2033.08 ms [2020-12-21 06:01:23 main:581] : INFO : Epoch 601 | loss: 0.0311664 | val_loss: 0.0311697 | Time: 2035.02 ms [2020-12-21 06:01:25 main:581] : INFO : Epoch 602 | loss: 0.0311649 | val_loss: 0.0311695 | Time: 2043.83 ms [2020-12-21 06:01:27 main:581] : INFO : Epoch 603 | loss: 0.0311656 | val_loss: 0.0311704 | Time: 2031.43 ms [2020-12-21 06:01:29 main:581] : INFO : Epoch 604 | loss: 0.0311664 | val_loss: 0.0311715 | Time: 2033.3 ms [2020-12-21 06:01:31 main:581] : INFO : Epoch 605 | loss: 0.0311655 | val_loss: 0.0311695 | Time: 2045.87 ms [2020-12-21 06:01:33 main:581] : INFO : Epoch 606 | loss: 0.031165 | val_loss: 0.0311698 | Time: 2029.33 ms [2020-12-21 06:01:35 main:581] : INFO : Epoch 607 | loss: 0.0311643 | val_loss: 0.0311695 | Time: 2037.44 ms [2020-12-21 06:01:37 main:581] : INFO : Epoch 608 | loss: 0.0311641 | val_loss: 0.0311688 | Time: 2038.02 ms [2020-12-21 06:01:39 main:581] : INFO : Epoch 609 | loss: 0.0311651 | val_loss: 0.031169 | Time: 2040.37 ms [2020-12-21 06:01:41 main:581] : INFO : Epoch 610 | loss: 0.0311655 | val_loss: 0.0311683 | Time: 2035.5 ms [2020-12-21 06:01:43 main:581] : INFO : Epoch 611 | loss: 0.0311634 | val_loss: 0.031168 | Time: 2039.3 ms [2020-12-21 06:01:45 main:581] : INFO : Epoch 612 | loss: 0.0311638 | val_loss: 0.0311705 | Time: 2046.05 ms [2020-12-21 06:01:47 main:581] : INFO : Epoch 613 | loss: 0.0311641 | val_loss: 0.0311681 | Time: 2041.44 ms [2020-12-21 06:01:49 main:581] : INFO : Epoch 614 | loss: 0.0311638 | val_loss: 0.0311697 | Time: 2040.76 ms [2020-12-21 06:01:51 main:581] : INFO : Epoch 615 | loss: 0.0311633 | val_loss: 0.031168 | Time: 2038.97 ms [2020-12-21 06:01:53 main:581] : INFO : Epoch 616 | loss: 0.0311632 | val_loss: 0.0311686 | Time: 2033.64 ms [2020-12-21 06:01:55 main:581] : INFO : Epoch 617 | loss: 0.0311639 | val_loss: 0.0311678 | Time: 2042.31 ms [2020-12-21 06:01:57 main:581] : INFO : Epoch 618 | loss: 0.0311633 | val_loss: 0.0311682 | Time: 2037.9 ms [2020-12-21 06:02:00 main:581] : INFO : Epoch 619 | loss: 0.0311637 | val_loss: 0.031171 | Time: 2037.65 ms [2020-12-21 06:02:02 main:581] : INFO : Epoch 620 | loss: 0.031164 | val_loss: 0.03117 | Time: 2036.37 ms [2020-12-21 06:02:04 main:581] : INFO : Epoch 621 | loss: 0.0311673 | val_loss: 0.0311696 | Time: 2036.32 ms [2020-12-21 06:02:06 main:581] : INFO : Epoch 622 | loss: 0.0311637 | val_loss: 0.031168 | Time: 2036.3 ms [2020-12-21 06:02:08 main:581] : INFO : Epoch 623 | loss: 0.0311638 | val_loss: 0.0311687 | Time: 2037.07 ms [2020-12-21 06:02:10 main:581] : INFO : Epoch 624 | loss: 0.031163 | val_loss: 0.0311683 | Time: 2036.47 ms [2020-12-21 06:02:12 main:581] : INFO : Epoch 625 | loss: 0.0311659 | val_loss: 0.0311728 | Time: 2034.84 ms [2020-12-21 06:02:14 main:581] : INFO : Epoch 626 | loss: 0.0311656 | val_loss: 0.0311693 | Time: 2040.43 ms [2020-12-21 06:02:16 main:581] : INFO : Epoch 627 | loss: 0.0311636 | val_loss: 0.0311679 | Time: 2044.72 ms [2020-12-21 06:02:18 main:581] : INFO : Epoch 628 | loss: 0.0311632 | val_loss: 0.03117 | Time: 2041.51 ms [2020-12-21 06:02:20 main:581] : INFO : Epoch 629 | loss: 0.0311642 | val_loss: 0.0311682 | Time: 2041.94 ms [2020-12-21 06:02:22 main:581] : INFO : Epoch 630 | loss: 0.0311634 | val_loss: 0.031168 | Time: 2040.5 ms [2020-12-21 06:02:24 main:581] : INFO : Epoch 631 | loss: 0.0311645 | val_loss: 0.0311681 | Time: 2039.88 ms [2020-12-21 06:02:26 main:581] : INFO : Epoch 632 | loss: 0.0311646 | val_loss: 0.031173 | Time: 2036.4 ms [2020-12-21 06:02:28 main:581] : INFO : Epoch 633 | loss: 0.0311661 | val_loss: 0.0311698 | Time: 2053.17 ms [2020-12-21 06:02:30 main:581] : INFO : Epoch 634 | loss: 0.0311635 | val_loss: 0.0311673 | Time: 2037.02 ms [2020-12-21 06:02:32 main:581] : INFO : Epoch 635 | loss: 0.0311637 | val_loss: 0.0311674 | Time: 2035.38 ms [2020-12-21 06:02:34 main:581] : INFO : Epoch 636 | loss: 0.0311624 | val_loss: 0.031168 | Time: 2047.67 ms [2020-12-21 06:02:36 main:581] : INFO : Epoch 637 | loss: 0.0311641 | val_loss: 0.0311674 | Time: 2042.11 ms [2020-12-21 06:02:38 main:581] : INFO : Epoch 638 | loss: 0.0311638 | val_loss: 0.0311678 | Time: 2044.33 ms [2020-12-21 06:02:40 main:581] : INFO : Epoch 639 | loss: 0.031162 | val_loss: 0.0311675 | Time: 2041.12 ms [2020-12-21 06:02:42 main:581] : INFO : Epoch 640 | loss: 0.0311629 | val_loss: 0.0311691 | Time: 2045.9 ms [2020-12-21 06:02:44 main:581] : INFO : Epoch 641 | loss: 0.0311648 | val_loss: 0.0311684 | Time: 2035.99 ms [2020-12-21 06:02:46 main:581] : INFO : Epoch 642 | loss: 0.0311636 | val_loss: 0.0311702 | Time: 2042.42 ms [2020-12-21 06:02:48 main:581] : INFO : Epoch 643 | loss: 0.0311638 | val_loss: 0.0311697 | Time: 2045.75 ms [2020-12-21 06:02:51 main:581] : INFO : Epoch 644 | loss: 0.0311626 | val_loss: 0.0311698 | Time: 2047.25 ms [2020-12-21 06:02:53 main:581] : INFO : Epoch 645 | loss: 0.0311625 | val_loss: 0.0311686 | Time: 2046.92 ms [2020-12-21 06:02:55 main:581] : INFO : Epoch 646 | loss: 0.0311624 | val_loss: 0.0311681 | Time: 2041.65 ms [2020-12-21 06:02:57 main:581] : INFO : Epoch 647 | loss: 0.0311622 | val_loss: 0.031168 | Time: 2046.22 ms [2020-12-21 06:02:59 main:581] : INFO : Epoch 648 | loss: 0.0311633 | val_loss: 0.031168 | Time: 2047.35 ms [2020-12-21 06:03:01 main:581] : INFO : Epoch 649 | loss: 0.031163 | val_loss: 0.0311685 | Time: 2046.6 ms [2020-12-21 06:03:03 main:581] : INFO : Epoch 650 | loss: 0.0311626 | val_loss: 0.0311692 | Time: 2044.54 ms [2020-12-21 06:03:05 main:581] : INFO : Epoch 651 | loss: 0.0311629 | val_loss: 0.0311691 | Time: 2042.26 ms [2020-12-21 06:03:07 main:581] : INFO : Epoch 652 | loss: 0.0311642 | val_loss: 0.0311787 | Time: 2040.48 ms [2020-12-21 06:03:09 main:581] : INFO : Epoch 653 | loss: 0.0311628 | val_loss: 0.0311674 | Time: 2040.41 ms [2020-12-21 06:03:11 main:581] : INFO : Epoch 654 | loss: 0.0311615 | val_loss: 0.0311686 | Time: 2042.33 ms [2020-12-21 06:03:13 main:581] : INFO : Epoch 655 | loss: 0.0311655 | val_loss: 0.0311698 | Time: 2043.44 ms [2020-12-21 06:03:15 main:581] : INFO : Epoch 656 | loss: 0.0311639 | val_loss: 0.0311716 | Time: 2044.43 ms [2020-12-21 06:03:17 main:581] : INFO : Epoch 657 | loss: 0.0311651 | val_loss: 0.03117 | Time: 2045.99 ms [2020-12-21 06:03:19 main:581] : INFO : Epoch 658 | loss: 0.0311626 | val_loss: 0.0311689 | Time: 2041.35 ms [2020-12-21 06:03:21 main:581] : INFO : Epoch 659 | loss: 0.0311659 | val_loss: 0.0311686 | Time: 2045.3 ms [2020-12-21 06:03:23 main:581] : INFO : Epoch 660 | loss: 0.0311625 | val_loss: 0.0311679 | Time: 2040.28 ms [2020-12-21 06:03:25 main:581] : INFO : Epoch 661 | loss: 0.0311618 | val_loss: 0.0311688 | Time: 2035.95 ms [2020-12-21 06:03:27 main:581] : INFO : Epoch 662 | loss: 0.0311623 | val_loss: 0.0311673 | Time: 2038.09 ms [2020-12-21 06:03:29 main:581] : INFO : Epoch 663 | loss: 0.0311628 | val_loss: 0.0311702 | Time: 2028.3 ms [2020-12-21 06:03:31 main:581] : INFO : Epoch 664 | loss: 0.0311635 | val_loss: 0.0311747 | Time: 2034.12 ms [2020-12-21 06:03:33 main:581] : INFO : Epoch 665 | loss: 0.0311649 | val_loss: 0.0311729 | Time: 2040.93 ms [2020-12-21 06:03:35 main:581] : INFO : Epoch 666 | loss: 0.0311639 | val_loss: 0.0311682 | Time: 2039.69 ms [2020-12-21 06:03:37 main:581] : INFO : Epoch 667 | loss: 0.0311615 | val_loss: 0.0311708 | Time: 2039.64 ms [2020-12-21 06:03:40 main:581] : INFO : Epoch 668 | loss: 0.0311612 | val_loss: 0.0311669 | Time: 2036.15 ms [2020-12-21 06:03:42 main:581] : INFO : Epoch 669 | loss: 0.0311619 | val_loss: 0.0311768 | Time: 2039.21 ms [2020-12-21 06:03:44 main:581] : INFO : Epoch 670 | loss: 0.0311617 | val_loss: 0.0311703 | Time: 2040.74 ms [2020-12-21 06:03:46 main:581] : INFO : Epoch 671 | loss: 0.0311601 | val_loss: 0.0311683 | Time: 2002.5 ms [2020-12-21 06:03:48 main:581] : INFO : Epoch 672 | loss: 0.0311599 | val_loss: 0.0311681 | Time: 1979.44 ms [2020-12-21 06:03:50 main:581] : INFO : Epoch 673 | loss: 0.0311635 | val_loss: 0.0311719 | Time: 2037.44 ms [2020-12-21 06:03:52 main:581] : INFO : Epoch 674 | loss: 0.0311642 | val_loss: 0.0311699 | Time: 2034.77 ms [2020-12-21 06:03:54 main:581] : INFO : Epoch 675 | loss: 0.0311602 | val_loss: 0.0311684 | Time: 2039.52 ms [2020-12-21 06:03:56 main:581] : INFO : Epoch 676 | loss: 0.0311609 | val_loss: 0.0311674 | Time: 2038.59 ms [2020-12-21 06:03:58 main:581] : INFO : Epoch 677 | loss: 0.0311602 | val_loss: 0.0311713 | Time: 2035.82 ms [2020-12-21 06:04:00 main:581] : INFO : Epoch 678 | loss: 0.0311616 | val_loss: 0.0311707 | Time: 2036.82 ms [2020-12-21 06:04:02 main:581] : INFO : Epoch 679 | loss: 0.0311637 | val_loss: 0.0311711 | Time: 1979.8 ms [2020-12-21 06:04:04 main:581] : INFO : Epoch 680 | loss: 0.031163 | val_loss: 0.0311702 | Time: 1960.68 ms [2020-12-21 06:04:06 main:581] : INFO : Epoch 681 | loss: 0.0311599 | val_loss: 0.0311699 | Time: 1959.54 ms [2020-12-21 06:04:08 main:581] : INFO : Epoch 682 | loss: 0.0311597 | val_loss: 0.0311681 | Time: 1962.12 ms [2020-12-21 06:04:10 main:581] : INFO : Epoch 683 | loss: 0.0311606 | val_loss: 0.0311711 | Time: 1974.68 ms [2020-12-21 06:04:12 main:581] : INFO : Epoch 684 | loss: 0.03116 | val_loss: 0.0311696 | Time: 2040.11 ms [2020-12-21 06:04:14 main:581] : INFO : Epoch 685 | loss: 0.0311619 | val_loss: 0.0311679 | Time: 2040.41 ms [2020-12-21 06:04:16 main:581] : INFO : Epoch 686 | loss: 0.0311634 | val_loss: 0.031184 | Time: 2051.1 ms [2020-12-21 06:04:18 main:581] : INFO : Epoch 687 | loss: 0.0311664 | val_loss: 0.0311699 | Time: 2038.18 ms [2020-12-21 06:04:20 main:581] : INFO : Epoch 688 | loss: 0.0311595 | val_loss: 0.031171 | Time: 2029.02 ms [2020-12-21 06:04:22 main:581] : INFO : Epoch 689 | loss: 0.031159 | val_loss: 0.0311682 | Time: 1978.21 ms [2020-12-21 06:04:24 main:581] : INFO : Epoch 690 | loss: 0.0311593 | val_loss: 0.0311698 | Time: 2033.42 ms [2020-12-21 06:04:26 main:581] : INFO : Epoch 691 | loss: 0.0311607 | val_loss: 0.0311697 | Time: 2034.25 ms [2020-12-21 06:04:28 main:581] : INFO : Epoch 692 | loss: 0.0311623 | val_loss: 0.0311691 | Time: 2025.57 ms [2020-12-21 06:04:30 main:581] : INFO : Epoch 693 | loss: 0.0311599 | val_loss: 0.0311689 | Time: 2030.54 ms [2020-12-21 06:04:32 main:581] : INFO : Epoch 694 | loss: 0.0311595 | val_loss: 0.0311676 | Time: 2034.28 ms [2020-12-21 06:04:34 main:581] : INFO : Epoch 695 | loss: 0.0311589 | val_loss: 0.0311692 | Time: 2037.47 ms [2020-12-21 06:04:36 main:581] : INFO : Epoch 696 | loss: 0.0311585 | val_loss: 0.0311691 | Time: 2034.06 ms [2020-12-21 06:04:38 main:581] : INFO : Epoch 697 | loss: 0.0311606 | val_loss: 0.0311695 | Time: 2036.13 ms [2020-12-21 06:04:40 main:581] : INFO : Epoch 698 | loss: 0.0311584 | val_loss: 0.0311685 | Time: 2033.28 ms [2020-12-21 06:04:42 main:581] : INFO : Epoch 699 | loss: 0.0311595 | val_loss: 0.0311676 | Time: 2037 ms [2020-12-21 06:04:44 main:581] : INFO : Epoch 700 | loss: 0.0311589 | val_loss: 0.0311679 | Time: 2037.33 ms [2020-12-21 06:04:46 main:581] : INFO : Epoch 701 | loss: 0.0311619 | val_loss: 0.0311755 | Time: 2036.11 ms [2020-12-21 06:04:48 main:581] : INFO : Epoch 702 | loss: 0.0311618 | val_loss: 0.0311702 | Time: 2036 ms [2020-12-21 06:04:50 main:581] : INFO : Epoch 703 | loss: 0.0311602 | val_loss: 0.0311685 | Time: 1994.83 ms [2020-12-21 06:04:52 main:581] : INFO : Epoch 704 | loss: 0.0311605 | val_loss: 0.0311669 | Time: 1962.14 ms [2020-12-21 06:04:54 main:581] : INFO : Epoch 705 | loss: 0.0311595 | val_loss: 0.0311677 | Time: 1960.6 ms [2020-12-21 06:04:56 main:581] : INFO : Epoch 706 | loss: 0.0311594 | val_loss: 0.0311684 | Time: 1959.49 ms [2020-12-21 06:04:58 main:581] : INFO : Epoch 707 | loss: 0.0311597 | val_loss: 0.031171 | Time: 1958.62 ms [2020-12-21 06:05:00 main:581] : INFO : Epoch 708 | loss: 0.0311595 | val_loss: 0.0311672 | Time: 1961.93 ms [2020-12-21 06:05:02 main:581] : INFO : Epoch 709 | loss: 0.0311597 | val_loss: 0.0311726 | Time: 1972.98 ms [2020-12-21 06:05:04 main:581] : INFO : Epoch 710 | loss: 0.0311614 | val_loss: 0.0311718 | Time: 2035.68 ms [2020-12-21 06:05:06 main:581] : INFO : Epoch 711 | loss: 0.0311601 | val_loss: 0.0311713 | Time: 2033.92 ms [2020-12-21 06:05:08 main:581] : INFO : Epoch 712 | loss: 0.0311598 | val_loss: 0.0311705 | Time: 2037.26 ms [2020-12-21 06:05:10 main:581] : INFO : Epoch 713 | loss: 0.0311594 | val_loss: 0.0311681 | Time: 2037.78 ms [2020-12-21 06:05:12 main:581] : INFO : Epoch 714 | loss: 0.0311583 | val_loss: 0.0311713 | Time: 2041.56 ms [2020-12-21 06:05:14 main:581] : INFO : Epoch 715 | loss: 0.0311582 | val_loss: 0.0311698 | Time: 2009.69 ms [2020-12-21 06:05:16 main:581] : INFO : Epoch 716 | loss: 0.0311579 | val_loss: 0.0311677 | Time: 2034.57 ms [2020-12-21 06:05:18 main:581] : INFO : Epoch 717 | loss: 0.0311594 | val_loss: 0.0311727 | Time: 2035.62 ms [2020-12-21 06:05:20 main:581] : INFO : Epoch 718 | loss: 0.0311583 | val_loss: 0.0311692 | Time: 2043.06 ms [2020-12-21 06:05:22 main:581] : INFO : Epoch 719 | loss: 0.0311582 | val_loss: 0.0311689 | Time: 2036.2 ms [2020-12-21 06:05:24 main:581] : INFO : Epoch 720 | loss: 0.0311587 | val_loss: 0.0311685 | Time: 2035.22 ms [2020-12-21 06:05:26 main:581] : INFO : Epoch 721 | loss: 0.031159 | val_loss: 0.0311677 | Time: 2035.1 ms [2020-12-21 06:05:29 main:581] : INFO : Epoch 722 | loss: 0.0311589 | val_loss: 0.031168 | Time: 2041.14 ms [2020-12-21 06:05:31 main:581] : INFO : Epoch 723 | loss: 0.0311605 | val_loss: 0.0311734 | Time: 2038.87 ms [2020-12-21 06:05:33 main:581] : INFO : Epoch 724 | loss: 0.0311598 | val_loss: 0.0311757 | Time: 2036.23 ms [2020-12-21 06:05:35 main:581] : INFO : Epoch 725 | loss: 0.0311601 | val_loss: 0.03117 | Time: 2027.48 ms [2020-12-21 06:05:37 main:581] : INFO : Epoch 726 | loss: 0.0311619 | val_loss: 0.0311707 | Time: 2016.32 ms [2020-12-21 06:05:39 main:581] : INFO : Epoch 727 | loss: 0.0311587 | val_loss: 0.0311699 | Time: 2022.48 ms [2020-12-21 06:05:41 main:581] : INFO : Epoch 728 | loss: 0.0311601 | val_loss: 0.0311695 | Time: 2018.61 ms [2020-12-21 06:05:43 main:581] : INFO : Epoch 729 | loss: 0.0311604 | val_loss: 0.0311691 | Time: 2042.09 ms [2020-12-21 06:05:45 main:581] : INFO : Epoch 730 | loss: 0.0311586 | val_loss: 0.0311711 | Time: 2037.03 ms [2020-12-21 06:05:47 main:581] : INFO : Epoch 731 | loss: 0.0311589 | val_loss: 0.0311704 | Time: 2036.49 ms [2020-12-21 06:05:49 main:581] : INFO : Epoch 732 | loss: 0.0311607 | val_loss: 0.0311699 | Time: 2037.62 ms [2020-12-21 06:05:51 main:581] : INFO : Epoch 733 | loss: 0.0311598 | val_loss: 0.0311691 | Time: 2025.58 ms [2020-12-21 06:05:53 main:581] : INFO : Epoch 734 | loss: 0.0311599 | val_loss: 0.0311685 | Time: 2033.76 ms [2020-12-21 06:05:55 main:581] : INFO : Epoch 735 | loss: 0.0311587 | val_loss: 0.0311691 | Time: 2035.61 ms [2020-12-21 06:05:57 main:581] : INFO : Epoch 736 | loss: 0.031158 | val_loss: 0.0311736 | Time: 2029.89 ms [2020-12-21 06:05:59 main:581] : INFO : Epoch 737 | loss: 0.0311596 | val_loss: 0.0311697 | Time: 2029.95 ms [2020-12-21 06:06:01 main:581] : INFO : Epoch 738 | loss: 0.0311575 | val_loss: 0.0311697 | Time: 2030.54 ms [2020-12-21 06:06:03 main:581] : INFO : Epoch 739 | loss: 0.0311582 | val_loss: 0.0311694 | Time: 2041.4 ms [2020-12-21 06:06:05 main:581] : INFO : Epoch 740 | loss: 0.0311571 | val_loss: 0.0311697 | Time: 2038.95 ms [2020-12-21 06:06:07 main:581] : INFO : Epoch 741 | loss: 0.031159 | val_loss: 0.0311725 | Time: 2037.94 ms [2020-12-21 06:06:09 main:581] : INFO : Epoch 742 | loss: 0.0311588 | val_loss: 0.0311761 | Time: 2046.88 ms [2020-12-21 06:06:11 main:581] : INFO : Epoch 743 | loss: 0.0311586 | val_loss: 0.0311706 | Time: 2034.86 ms [2020-12-21 06:06:13 main:581] : INFO : Epoch 744 | loss: 0.0311596 | val_loss: 0.0311752 | Time: 2035.26 ms [2020-12-21 06:06:15 main:581] : INFO : Epoch 745 | loss: 0.0311586 | val_loss: 0.0311693 | Time: 2038.32 ms [2020-12-21 06:06:17 main:581] : INFO : Epoch 746 | loss: 0.0311603 | val_loss: 0.0311761 | Time: 2018.7 ms [2020-12-21 06:06:19 main:581] : INFO : Epoch 747 | loss: 0.0311593 | val_loss: 0.0311719 | Time: 2035.88 ms [2020-12-21 06:06:21 main:581] : INFO : Epoch 748 | loss: 0.0311615 | val_loss: 0.0311699 | Time: 2040.63 ms [2020-12-21 06:06:23 main:581] : INFO : Epoch 749 | loss: 0.0311582 | val_loss: 0.0311728 | Time: 2048.69 ms [2020-12-21 06:06:25 main:581] : INFO : Epoch 750 | loss: 0.0311582 | val_loss: 0.0311704 | Time: 2040.22 ms [2020-12-21 06:06:27 main:581] : INFO : Epoch 751 | loss: 0.0311579 | val_loss: 0.0311701 | Time: 2027.93 ms [2020-12-21 06:06:30 main:581] : INFO : Epoch 752 | loss: 0.0311614 | val_loss: 0.0311807 | Time: 2036.47 ms [2020-12-21 06:06:32 main:581] : INFO : Epoch 753 | loss: 0.0311602 | val_loss: 0.0311714 | Time: 2037.63 ms [2020-12-21 06:06:34 main:581] : INFO : Epoch 754 | loss: 0.0311594 | val_loss: 0.0311691 | Time: 2040.99 ms [2020-12-21 06:06:36 main:581] : INFO : Epoch 755 | loss: 0.0311598 | val_loss: 0.0311707 | Time: 2039.8 ms [2020-12-21 06:06:38 main:581] : INFO : Epoch 756 | loss: 0.0311593 | val_loss: 0.0311712 | Time: 2041.56 ms [2020-12-21 06:06:40 main:581] : INFO : Epoch 757 | loss: 0.0311579 | val_loss: 0.03117 | Time: 2042.96 ms [2020-12-21 06:06:42 main:581] : INFO : Epoch 758 | loss: 0.0311576 | val_loss: 0.0311711 | Time: 2038.61 ms [2020-12-21 06:06:44 main:581] : INFO : Epoch 759 | loss: 0.0311568 | val_loss: 0.0311697 | Time: 2038.24 ms [2020-12-21 06:06:46 main:581] : INFO : Epoch 760 | loss: 0.0311554 | val_loss: 0.0311707 | Time: 2039.36 ms [2020-12-21 06:06:48 main:581] : INFO : Epoch 761 | loss: 0.0311576 | val_loss: 0.0311712 | Time: 2047.8 ms [2020-12-21 06:06:50 main:581] : INFO : Epoch 762 | loss: 0.0311596 | val_loss: 0.0311733 | Time: 2041.54 ms [2020-12-21 06:06:52 main:581] : INFO : Epoch 763 | loss: 0.0311606 | val_loss: 0.0311734 | Time: 2038.87 ms [2020-12-21 06:06:54 main:581] : INFO : Epoch 764 | loss: 0.0311596 | val_loss: 0.0311701 | Time: 2009.26 ms [2020-12-21 06:06:56 main:581] : INFO : Epoch 765 | loss: 0.0311572 | val_loss: 0.0311711 | Time: 1959.02 ms [2020-12-21 06:06:58 main:581] : INFO : Epoch 766 | loss: 0.0311569 | val_loss: 0.0311685 | Time: 1976.93 ms [2020-12-21 06:07:00 main:581] : INFO : Epoch 767 | loss: 0.0311585 | val_loss: 0.0311709 | Time: 2021.05 ms [2020-12-21 06:07:02 main:581] : INFO : Epoch 768 | loss: 0.0311581 | val_loss: 0.0311718 | Time: 2023.99 ms [2020-12-21 06:07:04 main:581] : INFO : Epoch 769 | loss: 0.0311593 | val_loss: 0.0311733 | Time: 2034.35 ms [2020-12-21 06:07:06 main:581] : INFO : Epoch 770 | loss: 0.0311578 | val_loss: 0.0311691 | Time: 2034.03 ms [2020-12-21 06:07:08 main:581] : INFO : Epoch 771 | loss: 0.0311573 | val_loss: 0.0311713 | Time: 2034.34 ms [2020-12-21 06:07:10 main:581] : INFO : Epoch 772 | loss: 0.031158 | val_loss: 0.0311742 | Time: 2026.83 ms [2020-12-21 06:07:12 main:581] : INFO : Epoch 773 | loss: 0.0311582 | val_loss: 0.0311703 | Time: 2042.96 ms [2020-12-21 06:07:14 main:581] : INFO : Epoch 774 | loss: 0.031157 | val_loss: 0.0311679 | Time: 2034.52 ms [2020-12-21 06:07:16 main:581] : INFO : Epoch 775 | loss: 0.0311577 | val_loss: 0.0311715 | Time: 2033.28 ms [2020-12-21 06:07:18 main:581] : INFO : Epoch 776 | loss: 0.0311574 | val_loss: 0.0311767 | Time: 2036.59 ms [2020-12-21 06:07:20 main:581] : INFO : Epoch 777 | loss: 0.0311591 | val_loss: 0.0311697 | Time: 2035.95 ms [2020-12-21 06:07:22 main:581] : INFO : Epoch 778 | loss: 0.0311562 | val_loss: 0.03117 | Time: 2037.55 ms [2020-12-21 06:07:24 main:581] : INFO : Epoch 779 | loss: 0.0311562 | val_loss: 0.0311686 | Time: 2036.69 ms [2020-12-21 06:07:26 main:581] : INFO : Epoch 780 | loss: 0.0311561 | val_loss: 0.0311717 | Time: 2035.14 ms [2020-12-21 06:07:28 main:581] : INFO : Epoch 781 | loss: 0.0311574 | val_loss: 0.0311721 | Time: 2037.96 ms [2020-12-21 06:07:30 main:581] : INFO : Epoch 782 | loss: 0.0311563 | val_loss: 0.0311689 | Time: 2033.31 ms [2020-12-21 06:07:32 main:581] : INFO : Epoch 783 | loss: 0.0311579 | val_loss: 0.0311693 | Time: 1963.81 ms [2020-12-21 06:07:34 main:581] : INFO : Epoch 784 | loss: 0.0311552 | val_loss: 0.0311712 | Time: 2003.49 ms [2020-12-21 06:07:36 main:581] : INFO : Epoch 785 | loss: 0.0311547 | val_loss: 0.0311705 | Time: 2005.62 ms [2020-12-21 06:07:38 main:581] : INFO : Epoch 786 | loss: 0.0311556 | val_loss: 0.0311679 | Time: 2010.52 ms [2020-12-21 06:07:40 main:581] : INFO : Epoch 787 | loss: 0.0311562 | val_loss: 0.0311703 | Time: 2020.15 ms [2020-12-21 06:07:42 main:581] : INFO : Epoch 788 | loss: 0.0311594 | val_loss: 0.0311738 | Time: 2001.6 ms [2020-12-21 06:07:45 main:581] : INFO : Epoch 789 | loss: 0.0311549 | val_loss: 0.0311698 | Time: 2026.79 ms [2020-12-21 06:07:47 main:581] : INFO : Epoch 790 | loss: 0.0311546 | val_loss: 0.0311687 | Time: 2021.89 ms [2020-12-21 06:07:49 main:581] : INFO : Epoch 791 | loss: 0.0311561 | val_loss: 0.0311685 | Time: 2032.77 ms [2020-12-21 06:07:51 main:581] : INFO : Epoch 792 | loss: 0.0311564 | val_loss: 0.0311735 | Time: 2025.71 ms [2020-12-21 06:07:53 main:581] : INFO : Epoch 793 | loss: 0.0311565 | val_loss: 0.0311699 | Time: 2031.32 ms [2020-12-21 06:07:55 main:581] : INFO : Epoch 794 | loss: 0.0311551 | val_loss: 0.0311687 | Time: 2044.75 ms [2020-12-21 06:07:57 main:581] : INFO : Epoch 795 | loss: 0.031155 | val_loss: 0.0311689 | Time: 2043.49 ms [2020-12-21 06:07:59 main:581] : INFO : Epoch 796 | loss: 0.0311554 | val_loss: 0.0311718 | Time: 2057.82 ms [2020-12-21 06:08:01 main:581] : INFO : Epoch 797 | loss: 0.031158 | val_loss: 0.0311682 | Time: 2041.13 ms [2020-12-21 06:08:03 main:581] : INFO : Epoch 798 | loss: 0.0311564 | val_loss: 0.0311732 | Time: 2050.86 ms [2020-12-21 06:08:05 main:581] : INFO : Epoch 799 | loss: 0.0311574 | val_loss: 0.0311715 | Time: 2037.7 ms [2020-12-21 06:08:07 main:581] : INFO : Epoch 800 | loss: 0.0311569 | val_loss: 0.0311713 | Time: 2035.52 ms [2020-12-21 06:08:09 main:581] : INFO : Epoch 801 | loss: 0.0311586 | val_loss: 0.0311685 | Time: 2028.43 ms [2020-12-21 06:08:11 main:581] : INFO : Epoch 802 | loss: 0.0311556 | val_loss: 0.0311679 | Time: 2032.03 ms [2020-12-21 06:08:13 main:581] : INFO : Epoch 803 | loss: 0.0311562 | val_loss: 0.0311681 | Time: 2040.97 ms [2020-12-21 06:08:15 main:581] : INFO : Epoch 804 | loss: 0.0311567 | val_loss: 0.031172 | Time: 2038.74 ms [2020-12-21 06:08:17 main:581] : INFO : Epoch 805 | loss: 0.0311566 | val_loss: 0.0311704 | Time: 2032.53 ms [2020-12-21 06:08:19 main:581] : INFO : Epoch 806 | loss: 0.0311573 | val_loss: 0.0311688 | Time: 2030.62 ms [2020-12-21 06:08:21 main:581] : INFO : Epoch 807 | loss: 0.0311566 | val_loss: 0.0311716 | Time: 1959.39 ms [2020-12-21 06:08:23 main:581] : INFO : Epoch 808 | loss: 0.031157 | val_loss: 0.03117 | Time: 1924.34 ms [2020-12-21 06:08:25 main:581] : INFO : Epoch 809 | loss: 0.0311569 | val_loss: 0.0311705 | Time: 2021.97 ms [2020-12-21 06:08:27 main:581] : INFO : Epoch 810 | loss: 0.0311562 | val_loss: 0.0311677 | Time: 2042.86 ms [2020-12-21 06:08:29 main:581] : INFO : Epoch 811 | loss: 0.0311547 | val_loss: 0.0311678 | Time: 2020.03 ms [2020-12-21 06:08:31 main:581] : INFO : Epoch 812 | loss: 0.0311566 | val_loss: 0.0311728 | Time: 2020.98 ms [2020-12-21 06:08:33 main:581] : INFO : Epoch 813 | loss: 0.0311571 | val_loss: 0.0311733 | Time: 2014.44 ms [2020-12-21 06:08:35 main:581] : INFO : Epoch 814 | loss: 0.031157 | val_loss: 0.031171 | Time: 2014.98 ms [2020-12-21 06:08:37 main:581] : INFO : Epoch 815 | loss: 0.0311566 | val_loss: 0.0311688 | Time: 2024.39 ms [2020-12-21 06:08:39 main:581] : INFO : Epoch 816 | loss: 0.0311571 | val_loss: 0.0311686 | Time: 2026.06 ms [2020-12-21 06:08:41 main:581] : INFO : Epoch 817 | loss: 0.0311589 | val_loss: 0.0311715 | Time: 1959.37 ms [2020-12-21 06:08:43 main:581] : INFO : Epoch 818 | loss: 0.0311589 | val_loss: 0.0311723 | Time: 1951.58 ms [2020-12-21 06:08:45 main:581] : INFO : Epoch 819 | loss: 0.0311563 | val_loss: 0.0311745 | Time: 1986.1 ms [2020-12-21 06:08:47 main:581] : INFO : Epoch 820 | loss: 0.0311592 | val_loss: 0.0311687 | Time: 2020.46 ms [2020-12-21 06:08:49 main:581] : INFO : Epoch 821 | loss: 0.0311594 | val_loss: 0.0311724 | Time: 2022.22 ms [2020-12-21 06:08:51 main:581] : INFO : Epoch 822 | loss: 0.0311589 | val_loss: 0.0311685 | Time: 2015.55 ms [2020-12-21 06:08:53 main:581] : INFO : Epoch 823 | loss: 0.0311586 | val_loss: 0.031169 | Time: 2026.25 ms [2020-12-21 06:08:55 main:581] : INFO : Epoch 824 | loss: 0.0311571 | val_loss: 0.0311697 | Time: 1961.64 ms [2020-12-21 06:08:57 main:581] : INFO : Epoch 825 | loss: 0.0311567 | val_loss: 0.0311708 | Time: 2016.51 ms [2020-12-21 06:08:59 main:581] : INFO : Epoch 826 | loss: 0.031157 | val_loss: 0.0311695 | Time: 2000.73 ms [2020-12-21 06:09:01 main:581] : INFO : Epoch 827 | loss: 0.0311597 | val_loss: 0.0311681 | Time: 2014.64 ms [2020-12-21 06:09:03 main:581] : INFO : Epoch 828 | loss: 0.031157 | val_loss: 0.0311694 | Time: 1989.09 ms [2020-12-21 06:09:05 main:581] : INFO : Epoch 829 | loss: 0.0311585 | val_loss: 0.0311726 | Time: 1949.84 ms [2020-12-21 06:09:07 main:581] : INFO : Epoch 830 | loss: 0.0311612 | val_loss: 0.031175 | Time: 1946.86 ms [2020-12-21 06:09:09 main:581] : INFO : Epoch 831 | loss: 0.031159 | val_loss: 0.0311718 | Time: 1947.67 ms [2020-12-21 06:09:11 main:581] : INFO : Epoch 832 | loss: 0.03116 | val_loss: 0.0311699 | Time: 1949.35 ms [2020-12-21 06:09:13 main:581] : INFO : Epoch 833 | loss: 0.031157 | val_loss: 0.0311688 | Time: 2006.6 ms [2020-12-21 06:09:15 main:581] : INFO : Epoch 834 | loss: 0.0311557 | val_loss: 0.0311689 | Time: 2011.76 ms [2020-12-21 06:09:17 main:581] : INFO : Epoch 835 | loss: 0.0311586 | val_loss: 0.0311729 | Time: 2020.21 ms [2020-12-21 06:09:19 main:581] : INFO : Epoch 836 | loss: 0.0311568 | val_loss: 0.0311739 | Time: 1982.37 ms [2020-12-21 06:09:21 main:581] : INFO : Epoch 837 | loss: 0.0311566 | val_loss: 0.0311683 | Time: 1946.96 ms [2020-12-21 06:09:23 main:581] : INFO : Epoch 838 | loss: 0.0311545 | val_loss: 0.0311664 | Time: 2011.17 ms [2020-12-21 06:09:25 main:581] : INFO : Epoch 839 | loss: 0.0311553 | val_loss: 0.03117 | Time: 2006.84 ms [2020-12-21 06:09:27 main:581] : INFO : Epoch 840 | loss: 0.0311554 | val_loss: 0.0311724 | Time: 2019.09 ms [2020-12-21 06:09:29 main:581] : INFO : Epoch 841 | loss: 0.0311547 | val_loss: 0.031168 | Time: 2012.26 ms [2020-12-21 06:09:31 main:581] : INFO : Epoch 842 | loss: 0.0311553 | val_loss: 0.0311674 | Time: 1964.39 ms [2020-12-21 06:09:33 main:581] : INFO : Epoch 843 | loss: 0.0311553 | val_loss: 0.0311699 | Time: 1941.32 ms [2020-12-21 06:09:35 main:581] : INFO : Epoch 844 | loss: 0.0311562 | val_loss: 0.0311736 | Time: 1941.55 ms [2020-12-21 06:09:37 main:581] : INFO : Epoch 845 | loss: 0.0311562 | val_loss: 0.0311724 | Time: 1976.31 ms [2020-12-21 06:09:39 main:581] : INFO : Epoch 846 | loss: 0.0311564 | val_loss: 0.0311688 | Time: 1945.19 ms [2020-12-21 06:09:41 main:581] : INFO : Epoch 847 | loss: 0.0311563 | val_loss: 0.031169 | Time: 1947.71 ms [2020-12-21 06:09:43 main:581] : INFO : Epoch 848 | loss: 0.0311575 | val_loss: 0.0311743 | Time: 1959.91 ms [2020-12-21 06:09:45 main:581] : INFO : Epoch 849 | loss: 0.031156 | val_loss: 0.0311687 | Time: 2007.8 ms [2020-12-21 06:09:47 main:581] : INFO : Epoch 850 | loss: 0.0311561 | val_loss: 0.0311702 | Time: 2010.3 ms [2020-12-21 06:09:49 main:581] : INFO : Epoch 851 | loss: 0.0311549 | val_loss: 0.0311685 | Time: 2010.73 ms [2020-12-21 06:09:51 main:581] : INFO : Epoch 852 | loss: 0.0311542 | val_loss: 0.0311702 | Time: 2028.77 ms [2020-12-21 06:09:53 main:581] : INFO : Epoch 853 | loss: 0.0311578 | val_loss: 0.0311686 | Time: 2023.27 ms [2020-12-21 06:09:55 main:581] : INFO : Epoch 854 | loss: 0.0311552 | val_loss: 0.03117 | Time: 1998.47 ms [2020-12-21 06:09:57 main:581] : INFO : Epoch 855 | loss: 0.0311577 | val_loss: 0.0311723 | Time: 1945.9 ms [2020-12-21 06:09:59 main:581] : INFO : Epoch 856 | loss: 0.0311547 | val_loss: 0.0311681 | Time: 1940.88 ms [2020-12-21 06:10:01 main:581] : INFO : Epoch 857 | loss: 0.0311529 | val_loss: 0.0311696 | Time: 2024.33 ms [2020-12-21 06:10:03 main:581] : INFO : Epoch 858 | loss: 0.0311546 | val_loss: 0.0311688 | Time: 2026.15 ms [2020-12-21 06:10:05 main:581] : INFO : Epoch 859 | loss: 0.0311557 | val_loss: 0.0311744 | Time: 2035.16 ms [2020-12-21 06:10:07 main:581] : INFO : Epoch 860 | loss: 0.0311558 | val_loss: 0.0311676 | Time: 2009.5 ms [2020-12-21 06:10:09 main:581] : INFO : Epoch 861 | loss: 0.0311529 | val_loss: 0.0311728 | Time: 2015.62 ms [2020-12-21 06:10:11 main:581] : INFO : Epoch 862 | loss: 0.0311565 | val_loss: 0.0311676 | Time: 2021.2 ms [2020-12-21 06:10:13 main:581] : INFO : Epoch 863 | loss: 0.031153 | val_loss: 0.0311679 | Time: 2017.18 ms [2020-12-21 06:10:15 main:581] : INFO : Epoch 864 | loss: 0.0311537 | val_loss: 0.0311679 | Time: 2020.89 ms [2020-12-21 06:10:17 main:581] : INFO : Epoch 865 | loss: 0.0311555 | val_loss: 0.0311711 | Time: 2002.78 ms [2020-12-21 06:10:19 main:581] : INFO : Epoch 866 | loss: 0.0311567 | val_loss: 0.0311707 | Time: 1948.44 ms [2020-12-21 06:10:21 main:581] : INFO : Epoch 867 | loss: 0.0311567 | val_loss: 0.0311694 | Time: 2017.21 ms [2020-12-21 06:10:23 main:581] : INFO : Epoch 868 | loss: 0.0311546 | val_loss: 0.0311689 | Time: 1975.5 ms [2020-12-21 06:10:25 main:581] : INFO : Epoch 869 | loss: 0.0311559 | val_loss: 0.0311682 | Time: 1947.7 ms [2020-12-21 06:10:27 main:581] : INFO : Epoch 870 | loss: 0.0311543 | val_loss: 0.0311678 | Time: 2014.48 ms [2020-12-21 06:10:29 main:581] : INFO : Epoch 871 | loss: 0.0311538 | val_loss: 0.0311712 | Time: 1990.48 ms [2020-12-21 06:10:31 main:581] : INFO : Epoch 872 | loss: 0.0311549 | val_loss: 0.0311696 | Time: 2018.24 ms [2020-12-21 06:10:33 main:581] : INFO : Epoch 873 | loss: 0.0311551 | val_loss: 0.031171 | Time: 2013.85 ms [2020-12-21 06:10:35 main:581] : INFO : Epoch 874 | loss: 0.0311537 | val_loss: 0.0311671 | Time: 2023.27 ms [2020-12-21 06:10:37 main:581] : INFO : Epoch 875 | loss: 0.0311533 | val_loss: 0.0311678 | Time: 2019.08 ms [2020-12-21 06:10:39 main:581] : INFO : Epoch 876 | loss: 0.0311568 | val_loss: 0.0311716 | Time: 2014.65 ms [2020-12-21 06:10:41 main:581] : INFO : Epoch 877 | loss: 0.0311592 | val_loss: 0.0311701 | Time: 2017.66 ms [2020-12-21 06:10:43 main:581] : INFO : Epoch 878 | loss: 0.0311579 | val_loss: 0.0311714 | Time: 2018.05 ms [2020-12-21 06:10:45 main:581] : INFO : Epoch 879 | loss: 0.0311559 | val_loss: 0.0311669 | Time: 2002.86 ms [2020-12-21 06:10:47 main:581] : INFO : Epoch 880 | loss: 0.0311578 | val_loss: 0.0311682 | Time: 1964.45 ms [2020-12-21 06:10:49 main:581] : INFO : Epoch 881 | loss: 0.0311572 | val_loss: 0.0311677 | Time: 1993.29 ms [2020-12-21 06:10:51 main:581] : INFO : Epoch 882 | loss: 0.0311549 | val_loss: 0.0311675 | Time: 2015.13 ms [2020-12-21 06:10:53 main:581] : INFO : Epoch 883 | loss: 0.0311562 | val_loss: 0.0311749 | Time: 2004.63 ms [2020-12-21 06:10:55 main:581] : INFO : Epoch 884 | loss: 0.0311561 | val_loss: 0.0311681 | Time: 1936.1 ms [2020-12-21 06:10:57 main:581] : INFO : Epoch 885 | loss: 0.0311546 | val_loss: 0.0311702 | Time: 1992.74 ms [2020-12-21 06:10:59 main:581] : INFO : Epoch 886 | loss: 0.0311547 | val_loss: 0.031173 | Time: 2031.15 ms [2020-12-21 06:11:01 main:581] : INFO : Epoch 887 | loss: 0.0311562 | val_loss: 0.0311693 | Time: 2030.5 ms [2020-12-21 06:11:03 main:581] : INFO : Epoch 888 | loss: 0.0311535 | val_loss: 0.0311681 | Time: 2027.79 ms [2020-12-21 06:11:05 main:581] : INFO : Epoch 889 | loss: 0.031154 | val_loss: 0.0311703 | Time: 2015.54 ms [2020-12-21 06:11:07 main:581] : INFO : Epoch 890 | loss: 0.0311529 | val_loss: 0.0311657 | Time: 2028.93 ms [2020-12-21 06:11:09 main:581] : INFO : Epoch 891 | loss: 0.0311549 | val_loss: 0.0311687 | Time: 2025.92 ms [2020-12-21 06:11:11 main:581] : INFO : Epoch 892 | loss: 0.0311527 | val_loss: 0.0311676 | Time: 2022.93 ms [2020-12-21 06:11:13 main:581] : INFO : Epoch 893 | loss: 0.0311546 | val_loss: 0.0311705 | Time: 2020.85 ms [2020-12-21 06:11:15 main:581] : INFO : Epoch 894 | loss: 0.0311538 | val_loss: 0.0311654 | Time: 2025.15 ms [2020-12-21 06:11:17 main:581] : INFO : Epoch 895 | loss: 0.031154 | val_loss: 0.0311666 | Time: 2025.03 ms [2020-12-21 06:11:19 main:581] : INFO : Epoch 896 | loss: 0.0311542 | val_loss: 0.0311668 | Time: 2017.04 ms [2020-12-21 06:11:21 main:581] : INFO : Epoch 897 | loss: 0.031153 | val_loss: 0.0311662 | Time: 2018.53 ms [2020-12-21 06:11:23 main:581] : INFO : Epoch 898 | loss: 0.0311543 | val_loss: 0.0311701 | Time: 2018.08 ms [2020-12-21 06:11:25 main:581] : INFO : Epoch 899 | loss: 0.0311535 | val_loss: 0.0311681 | Time: 2013.92 ms [2020-12-21 06:11:27 main:581] : INFO : Epoch 900 | loss: 0.0311552 | val_loss: 0.0311731 | Time: 2016.65 ms [2020-12-21 06:11:29 main:581] : INFO : Epoch 901 | loss: 0.0311544 | val_loss: 0.0311695 | Time: 2023.27 ms [2020-12-21 06:11:31 main:581] : INFO : Epoch 902 | loss: 0.0311577 | val_loss: 0.0311687 | Time: 2027.07 ms [2020-12-21 06:11:33 main:581] : INFO : Epoch 903 | loss: 0.0311591 | val_loss: 0.0311698 | Time: 2020.39 ms [2020-12-21 06:11:35 main:581] : INFO : Epoch 904 | loss: 0.0311579 | val_loss: 0.0311715 | Time: 2026.8 ms [2020-12-21 06:11:37 main:581] : INFO : Epoch 905 | loss: 0.031157 | val_loss: 0.0311702 | Time: 2026.55 ms [2020-12-21 06:11:39 main:581] : INFO : Epoch 906 | loss: 0.0311563 | val_loss: 0.0311671 | Time: 2030.59 ms [2020-12-21 06:11:41 main:581] : INFO : Epoch 907 | loss: 0.0311529 | val_loss: 0.0311681 | Time: 2025.26 ms [2020-12-21 06:11:43 main:581] : INFO : Epoch 908 | loss: 0.0311533 | val_loss: 0.0311677 | Time: 2018.74 ms [2020-12-21 06:11:45 main:581] : INFO : Epoch 909 | loss: 0.0311533 | val_loss: 0.0311675 | Time: 2027.47 ms [2020-12-21 06:11:47 main:581] : INFO : Epoch 910 | loss: 0.0311535 | val_loss: 0.0311734 | Time: 2029.13 ms [2020-12-21 06:11:49 main:581] : INFO : Epoch 911 | loss: 0.031155 | val_loss: 0.031172 | Time: 2025.62 ms [2020-12-21 06:11:51 main:581] : INFO : Epoch 912 | loss: 0.0311555 | val_loss: 0.0311703 | Time: 2016.88 ms [2020-12-21 06:11:53 main:581] : INFO : Epoch 913 | loss: 0.0311561 | val_loss: 0.0311693 | Time: 2019.97 ms [2020-12-21 06:11:55 main:581] : INFO : Epoch 914 | loss: 0.0311597 | val_loss: 0.0311799 | Time: 2020.28 ms [2020-12-21 06:11:57 main:581] : INFO : Epoch 915 | loss: 0.0311637 | val_loss: 0.0311733 | Time: 2025.51 ms [2020-12-21 06:11:59 main:581] : INFO : Epoch 916 | loss: 0.0311644 | val_loss: 0.0311744 | Time: 2018.59 ms [2020-12-21 06:12:01 main:581] : INFO : Epoch 917 | loss: 0.0311603 | val_loss: 0.0311752 | Time: 2021.31 ms [2020-12-21 06:12:04 main:581] : INFO : Epoch 918 | loss: 0.031158 | val_loss: 0.0311696 | Time: 2023.59 ms [2020-12-21 06:12:06 main:581] : INFO : Epoch 919 | loss: 0.0311573 | val_loss: 0.0311704 | Time: 2030.45 ms [2020-12-21 06:12:08 main:581] : INFO : Epoch 920 | loss: 0.0311573 | val_loss: 0.0311702 | Time: 2022.07 ms [2020-12-21 06:12:10 main:581] : INFO : Epoch 921 | loss: 0.0311554 | val_loss: 0.0311701 | Time: 2029.92 ms [2020-12-21 06:12:12 main:581] : INFO : Epoch 922 | loss: 0.0311565 | val_loss: 0.0311725 | Time: 2015.83 ms [2020-12-21 06:12:14 main:581] : INFO : Epoch 923 | loss: 0.0311552 | val_loss: 0.0311713 | Time: 2019.21 ms [2020-12-21 06:12:16 main:581] : INFO : Epoch 924 | loss: 0.0311552 | val_loss: 0.0311717 | Time: 2019.89 ms [2020-12-21 06:12:18 main:581] : INFO : Epoch 925 | loss: 0.031156 | val_loss: 0.0311716 | Time: 2025.94 ms [2020-12-21 06:12:20 main:581] : INFO : Epoch 926 | loss: 0.0311547 | val_loss: 0.0311704 | Time: 2025.09 ms [2020-12-21 06:12:22 main:581] : INFO : Epoch 927 | loss: 0.0311543 | val_loss: 0.0311693 | Time: 2021.42 ms [2020-12-21 06:12:24 main:581] : INFO : Epoch 928 | loss: 0.0311549 | val_loss: 0.0311721 | Time: 2020.94 ms [2020-12-21 06:12:26 main:581] : INFO : Epoch 929 | loss: 0.0311567 | val_loss: 0.0311736 | Time: 2033.47 ms [2020-12-21 06:12:28 main:581] : INFO : Epoch 930 | loss: 0.0311599 | val_loss: 0.0311754 | Time: 2016.11 ms [2020-12-21 06:12:30 main:581] : INFO : Epoch 931 | loss: 0.0311594 | val_loss: 0.0311691 | Time: 2015.29 ms [2020-12-21 06:12:32 main:581] : INFO : Epoch 932 | loss: 0.0311568 | val_loss: 0.0311739 | Time: 2011.85 ms [2020-12-21 06:12:34 main:581] : INFO : Epoch 933 | loss: 0.0311567 | val_loss: 0.0311753 | Time: 2022.2 ms [2020-12-21 06:12:36 main:581] : INFO : Epoch 934 | loss: 0.0311546 | val_loss: 0.0311736 | Time: 2022.85 ms [2020-12-21 06:12:38 main:581] : INFO : Epoch 935 | loss: 0.0311559 | val_loss: 0.0311735 | Time: 2008.77 ms [2020-12-21 06:12:40 main:581] : INFO : Epoch 936 | loss: 0.031153 | val_loss: 0.0311704 | Time: 2022.18 ms [2020-12-21 06:12:42 main:581] : INFO : Epoch 937 | loss: 0.0311539 | val_loss: 0.0311691 | Time: 2011.09 ms [2020-12-21 06:12:44 main:581] : INFO : Epoch 938 | loss: 0.031153 | val_loss: 0.0311721 | Time: 2026.03 ms [2020-12-21 06:12:46 main:581] : INFO : Epoch 939 | loss: 0.031155 | val_loss: 0.0311719 | Time: 2023.47 ms [2020-12-21 06:12:48 main:581] : INFO : Epoch 940 | loss: 0.0311557 | val_loss: 0.0311705 | Time: 2026.46 ms [2020-12-21 06:12:50 main:581] : INFO : Epoch 941 | loss: 0.0311554 | val_loss: 0.0311697 | Time: 2025.97 ms [2020-12-21 06:12:52 main:581] : INFO : Epoch 942 | loss: 0.0311576 | val_loss: 0.031172 | Time: 2020.36 ms [2020-12-21 06:12:54 main:581] : INFO : Epoch 943 | loss: 0.0311606 | val_loss: 0.0311702 | Time: 2019.49 ms [2020-12-21 06:12:56 main:581] : INFO : Epoch 944 | loss: 0.0311563 | val_loss: 0.0311686 | Time: 2023.01 ms [2020-12-21 06:12:58 main:581] : INFO : Epoch 945 | loss: 0.0311535 | val_loss: 0.0311685 | Time: 2025.99 ms [2020-12-21 06:13:00 main:581] : INFO : Epoch 946 | loss: 0.0311542 | val_loss: 0.0311698 | Time: 2012.82 ms [2020-12-21 06:13:02 main:581] : INFO : Epoch 947 | loss: 0.0311541 | val_loss: 0.031169 | Time: 2023.94 ms [2020-12-21 06:13:04 main:581] : INFO : Epoch 948 | loss: 0.0311523 | val_loss: 0.0311681 | Time: 2022.51 ms [2020-12-21 06:13:06 main:581] : INFO : Epoch 949 | loss: 0.0311539 | val_loss: 0.0311681 | Time: 2022.1 ms [2020-12-21 06:13:08 main:581] : INFO : Epoch 950 | loss: 0.0311538 | val_loss: 0.0311697 | Time: 2019.77 ms [2020-12-21 06:13:10 main:581] : INFO : Epoch 951 | loss: 0.0311542 | val_loss: 0.0311656 | Time: 2024.12 ms [2020-12-21 06:13:12 main:581] : INFO : Epoch 952 | loss: 0.0311534 | val_loss: 0.0311724 | Time: 2021.14 ms [2020-12-21 06:13:14 main:581] : INFO : Epoch 953 | loss: 0.0311533 | val_loss: 0.0311684 | Time: 2022.29 ms [2020-12-21 06:13:16 main:581] : INFO : Epoch 954 | loss: 0.0311542 | val_loss: 0.0311693 | Time: 2021.81 ms [2020-12-21 06:13:18 main:581] : INFO : Epoch 955 | loss: 0.0311534 | val_loss: 0.0311671 | Time: 2031.25 ms [2020-12-21 06:13:20 main:581] : INFO : Epoch 956 | loss: 0.0311517 | val_loss: 0.031168 | Time: 2019.46 ms [2020-12-21 06:13:22 main:581] : INFO : Epoch 957 | loss: 0.0311538 | val_loss: 0.0311682 | Time: 2025.47 ms [2020-12-21 06:13:24 main:581] : INFO : Epoch 958 | loss: 0.0311523 | val_loss: 0.0311664 | Time: 2024.31 ms [2020-12-21 06:13:26 main:581] : INFO : Epoch 959 | loss: 0.031153 | val_loss: 0.0311696 | Time: 2026.65 ms [2020-12-21 06:13:28 main:581] : INFO : Epoch 960 | loss: 0.0311522 | val_loss: 0.0311684 | Time: 2014.2 ms [2020-12-21 06:13:30 main:581] : INFO : Epoch 961 | loss: 0.0311524 | val_loss: 0.031171 | Time: 2028.62 ms [2020-12-21 06:13:32 main:581] : INFO : Epoch 962 | loss: 0.0311523 | val_loss: 0.0311686 | Time: 2015.86 ms [2020-12-21 06:13:35 main:581] : INFO : Epoch 963 | loss: 0.0311539 | val_loss: 0.0311674 | Time: 2022.48 ms [2020-12-21 06:13:37 main:581] : INFO : Epoch 964 | loss: 0.0311639 | val_loss: 0.0311713 | Time: 2019.36 ms [2020-12-21 06:13:39 main:581] : INFO : Epoch 965 | loss: 0.031163 | val_loss: 0.0311679 | Time: 2018.54 ms [2020-12-21 06:13:41 main:581] : INFO : Epoch 966 | loss: 0.0311612 | val_loss: 0.0311672 | Time: 2032.26 ms [2020-12-21 06:13:43 main:581] : INFO : Epoch 967 | loss: 0.0311591 | val_loss: 0.0311666 | Time: 2018.81 ms [2020-12-21 06:13:45 main:581] : INFO : Epoch 968 | loss: 0.0311582 | val_loss: 0.0311673 | Time: 2022.95 ms [2020-12-21 06:13:47 main:581] : INFO : Epoch 969 | loss: 0.031158 | val_loss: 0.031171 | Time: 2025.4 ms [2020-12-21 06:13:49 main:581] : INFO : Epoch 970 | loss: 0.0311597 | val_loss: 0.03117 | Time: 2016.8 ms [2020-12-21 06:13:51 main:581] : INFO : Epoch 971 | loss: 0.0311575 | val_loss: 0.0311654 | Time: 2024.52 ms [2020-12-21 06:13:53 main:581] : INFO : Epoch 972 | loss: 0.0311561 | val_loss: 0.031166 | Time: 2024.92 ms [2020-12-21 06:13:55 main:581] : INFO : Epoch 973 | loss: 0.0311544 | val_loss: 0.0311662 | Time: 2022.58 ms [2020-12-21 06:13:57 main:581] : INFO : Epoch 974 | loss: 0.0311542 | val_loss: 0.0311665 | Time: 2014.88 ms [2020-12-21 06:13:59 main:581] : INFO : Epoch 975 | loss: 0.031156 | val_loss: 0.0311681 | Time: 2025.99 ms [2020-12-21 06:14:01 main:581] : INFO : Epoch 976 | loss: 0.0311536 | val_loss: 0.0311648 | Time: 2019.69 ms [2020-12-21 06:14:03 main:581] : INFO : Epoch 977 | loss: 0.0311514 | val_loss: 0.0311657 | Time: 2022.71 ms [2020-12-21 06:14:05 main:581] : INFO : Epoch 978 | loss: 0.0311516 | val_loss: 0.0311661 | Time: 2014.49 ms [2020-12-21 06:14:07 main:581] : INFO : Epoch 979 | loss: 0.0311514 | val_loss: 0.0311658 | Time: 2036.63 ms [2020-12-21 06:14:09 main:581] : INFO : Epoch 980 | loss: 0.0311515 | val_loss: 0.0311638 | Time: 2011.61 ms [2020-12-21 06:14:11 main:581] : INFO : Epoch 981 | loss: 0.0311528 | val_loss: 0.0311693 | Time: 2014.28 ms [2020-12-21 06:14:13 main:581] : INFO : Epoch 982 | loss: 0.0311521 | val_loss: 0.0311636 | Time: 2017.9 ms [2020-12-21 06:14:15 main:581] : INFO : Epoch 983 | loss: 0.031152 | val_loss: 0.0311641 | Time: 2013.76 ms [2020-12-21 06:14:17 main:581] : INFO : Epoch 984 | loss: 0.0311503 | val_loss: 0.0311647 | Time: 2026.42 ms [2020-12-21 06:14:19 main:581] : INFO : Epoch 985 | loss: 0.0311517 | val_loss: 0.0311664 | Time: 2016.97 ms [2020-12-21 06:14:21 main:581] : INFO : Epoch 986 | loss: 0.0311504 | val_loss: 0.0311637 | Time: 2021.25 ms [2020-12-21 06:14:23 main:581] : INFO : Epoch 987 | loss: 0.0311494 | val_loss: 0.0311665 | Time: 2013.65 ms [2020-12-21 06:14:25 main:581] : INFO : Epoch 988 | loss: 0.0311495 | val_loss: 0.0311638 | Time: 2018.49 ms [2020-12-21 06:14:27 main:581] : INFO : Epoch 989 | loss: 0.0311499 | val_loss: 0.0311637 | Time: 2020.93 ms [2020-12-21 06:14:29 main:581] : INFO : Epoch 990 | loss: 0.0311508 | val_loss: 0.0311623 | Time: 2023.25 ms [2020-12-21 06:14:31 main:581] : INFO : Epoch 991 | loss: 0.0311514 | val_loss: 0.0311661 | Time: 2019.82 ms [2020-12-21 06:14:33 main:581] : INFO : Epoch 992 | loss: 0.0311499 | val_loss: 0.031165 | Time: 2027 ms [2020-12-21 06:14:35 main:581] : INFO : Epoch 993 | loss: 0.0311503 | val_loss: 0.0311647 | Time: 2017.92 ms [2020-12-21 06:14:37 main:581] : INFO : Epoch 994 | loss: 0.0311502 | val_loss: 0.0311636 | Time: 2028.5 ms [2020-12-21 06:14:39 main:581] : INFO : Epoch 995 | loss: 0.0311509 | val_loss: 0.0311631 | Time: 2015.69 ms [2020-12-21 06:14:41 main:581] : INFO : Epoch 996 | loss: 0.0311486 | val_loss: 0.0311646 | Time: 2025.91 ms [2020-12-21 06:14:43 main:581] : INFO : Epoch 997 | loss: 0.0311508 | val_loss: 0.0311626 | Time: 2025.62 ms [2020-12-21 06:14:45 main:581] : INFO : Epoch 998 | loss: 0.0311485 | val_loss: 0.0311678 | Time: 2019.89 ms [2020-12-21 06:14:47 main:581] : INFO : Epoch 999 | loss: 0.0311505 | val_loss: 0.0311665 | Time: 2027.37 ms [2020-12-21 06:14:49 main:581] : INFO : Epoch 1000 | loss: 0.0311504 | val_loss: 0.0311641 | Time: 2019.98 ms [2020-12-21 06:14:51 main:581] : INFO : Epoch 1001 | loss: 0.0311482 | val_loss: 0.0311629 | Time: 2016.75 ms [2020-12-21 06:14:53 main:581] : INFO : Epoch 1002 | loss: 0.0311463 | val_loss: 0.031162 | Time: 2024.33 ms [2020-12-21 06:14:55 main:581] : INFO : Epoch 1003 | loss: 0.0311463 | val_loss: 0.0311649 | Time: 2017.21 ms [2020-12-21 06:14:57 main:581] : INFO : Epoch 1004 | loss: 0.0311473 | val_loss: 0.0311647 | Time: 2025.76 ms [2020-12-21 06:14:59 main:581] : INFO : Epoch 1005 | loss: 0.0311489 | val_loss: 0.0311632 | Time: 2028.57 ms [2020-12-21 06:15:01 main:581] : INFO : Epoch 1006 | loss: 0.0311484 | val_loss: 0.031162 | Time: 2019.49 ms [2020-12-21 06:15:03 main:581] : INFO : Epoch 1007 | loss: 0.0311475 | val_loss: 0.031165 | Time: 2025.59 ms [2020-12-21 06:15:05 main:581] : INFO : Epoch 1008 | loss: 0.0311481 | val_loss: 0.0311613 | Time: 2017.87 ms [2020-12-21 06:15:08 main:581] : INFO : Epoch 1009 | loss: 0.0311466 | val_loss: 0.0311624 | Time: 2027.1 ms [2020-12-21 06:15:10 main:581] : INFO : Epoch 1010 | loss: 0.0311477 | val_loss: 0.0311617 | Time: 2024.42 ms [2020-12-21 06:15:12 main:581] : INFO : Epoch 1011 | loss: 0.0311483 | val_loss: 0.0311622 | Time: 2033.98 ms [2020-12-21 06:15:14 main:581] : INFO : Epoch 1012 | loss: 0.0311494 | val_loss: 0.0311626 | Time: 2018.24 ms [2020-12-21 06:15:16 main:581] : INFO : Epoch 1013 | loss: 0.0311489 | val_loss: 0.0311608 | Time: 2024.28 ms [2020-12-21 06:15:18 main:581] : INFO : Epoch 1014 | loss: 0.0311458 | val_loss: 0.0311622 | Time: 2013.56 ms [2020-12-21 06:15:20 main:581] : INFO : Epoch 1015 | loss: 0.0311464 | val_loss: 0.0311654 | Time: 2022.89 ms [2020-12-21 06:15:22 main:581] : INFO : Epoch 1016 | loss: 0.0311473 | val_loss: 0.0311637 | Time: 2027 ms [2020-12-21 06:15:24 main:581] : INFO : Epoch 1017 | loss: 0.0311479 | val_loss: 0.0311656 | Time: 2026.26 ms [2020-12-21 06:15:26 main:581] : INFO : Epoch 1018 | loss: 0.0311486 | val_loss: 0.0311663 | Time: 2018.7 ms [2020-12-21 06:15:28 main:581] : INFO : Epoch 1019 | loss: 0.0311512 | val_loss: 0.0311663 | Time: 2022.23 ms [2020-12-21 06:15:30 main:581] : INFO : Epoch 1020 | loss: 0.0311498 | val_loss: 0.0311655 | Time: 2020.08 ms [2020-12-21 06:15:32 main:581] : INFO : Epoch 1021 | loss: 0.0311506 | val_loss: 0.0311663 | Time: 2023.58 ms [2020-12-21 06:15:34 main:581] : INFO : Epoch 1022 | loss: 0.0311495 | val_loss: 0.0311612 | Time: 2024.18 ms [2020-12-21 06:15:36 main:581] : INFO : Epoch 1023 | loss: 0.0311496 | val_loss: 0.0311654 | Time: 2015.24 ms [2020-12-21 06:15:38 main:581] : INFO : Epoch 1024 | loss: 0.0311496 | val_loss: 0.0311668 | Time: 2020.74 ms [2020-12-21 06:15:38 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311668 [2020-12-21 06:15:38 main:610] : INFO : Saving end state to config to file [2020-12-21 06:15:38 main:615] : INFO : Success, exiting.. 06:15:38 (3784679): 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)