Task 3326352
| Name | ParityMachine-1605152352-2045-11_0 |
| Workunit | 1589706 |
| Created | 18 Dec 2020, 16:25:41 UTC |
| Sent | 20 Dec 2020, 18:24:41 UTC |
| Report deadline | 27 Dec 2020, 18:24:41 UTC |
| Received | 21 Dec 2020, 8:14:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 24 sec |
| CPU time | 34 min 20 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> ain:581] : INFO : Epoch 510 | loss: 0.031161 | val_loss: 0.0311677 | Time: 2011.43 ms [2020-12-21 02:30:50 main:581] : INFO : Epoch 511 | loss: 0.0311612 | val_loss: 0.0311677 | Time: 2011.79 ms [2020-12-21 02:30:52 main:581] : INFO : Epoch 512 | loss: 0.0311606 | val_loss: 0.0311677 | Time: 2004.33 ms [2020-12-21 02:30:54 main:581] : INFO : Epoch 513 | loss: 0.0311608 | val_loss: 0.0311685 | Time: 2007.36 ms [2020-12-21 02:30:56 main:581] : INFO : Epoch 514 | loss: 0.0311614 | val_loss: 0.0311733 | Time: 2005.55 ms [2020-12-21 02:30:58 main:581] : INFO : Epoch 515 | loss: 0.0311628 | val_loss: 0.0311698 | Time: 1995.35 ms [2020-12-21 02:31:00 main:581] : INFO : Epoch 516 | loss: 0.031161 | val_loss: 0.0311668 | Time: 2005.3 ms [2020-12-21 02:31:02 main:581] : INFO : Epoch 517 | loss: 0.0311606 | val_loss: 0.0311678 | Time: 1999.77 ms [2020-12-21 02:31:04 main:581] : INFO : Epoch 518 | loss: 0.0311627 | val_loss: 0.0311689 | Time: 1995.54 ms [2020-12-21 02:31:06 main:581] : INFO : Epoch 519 | loss: 0.0311667 | val_loss: 0.0311715 | Time: 2010.67 ms [2020-12-21 02:31:08 main:581] : INFO : Epoch 520 | loss: 0.0311737 | val_loss: 0.0311711 | Time: 2006.85 ms [2020-12-21 02:31:10 main:581] : INFO : Epoch 521 | loss: 0.0311747 | val_loss: 0.0311713 | Time: 2009.9 ms [2020-12-21 02:31:12 main:581] : INFO : Epoch 522 | loss: 0.0311756 | val_loss: 0.031178 | Time: 2005.23 ms [2020-12-21 02:31:14 main:581] : INFO : Epoch 523 | loss: 0.0311836 | val_loss: 0.031184 | Time: 1999.33 ms [2020-12-21 02:31:16 main:581] : INFO : Epoch 524 | loss: 0.0343878 | val_loss: 0.0363074 | Time: 2010.21 ms [2020-12-21 02:31:18 main:581] : INFO : Epoch 525 | loss: 0.0326961 | val_loss: 0.0313256 | Time: 2002.51 ms [2020-12-21 02:31:20 main:581] : INFO : Epoch 526 | loss: 0.031359 | val_loss: 0.031252 | Time: 1999.99 ms [2020-12-21 02:31:22 main:581] : INFO : Epoch 527 | loss: 0.0312005 | val_loss: 0.0311828 | Time: 2009.72 ms [2020-12-21 02:31:24 main:581] : INFO : Epoch 528 | loss: 0.0311805 | val_loss: 0.0311756 | Time: 1999.88 ms [2020-12-21 02:31:26 main:581] : INFO : Epoch 529 | loss: 0.0311745 | val_loss: 0.0311726 | Time: 2011.08 ms [2020-12-21 02:31:28 main:581] : INFO : Epoch 530 | loss: 0.0311727 | val_loss: 0.031172 | Time: 2014.81 ms [2020-12-21 02:31:30 main:581] : INFO : Epoch 531 | loss: 0.0311719 | val_loss: 0.0311704 | Time: 2006.71 ms [2020-12-21 02:31:32 main:581] : INFO : Epoch 532 | loss: 0.0311713 | val_loss: 0.0311711 | Time: 2005.96 ms [2020-12-21 02:31:34 main:581] : INFO : Epoch 533 | loss: 0.0311712 | val_loss: 0.0311701 | Time: 2015.27 ms [2020-12-21 02:31:36 main:581] : INFO : Epoch 534 | loss: 0.0311714 | val_loss: 0.0311702 | Time: 2004.01 ms [2020-12-21 02:31:38 main:581] : INFO : Epoch 535 | loss: 0.0311713 | val_loss: 0.0311707 | Time: 2018.16 ms [2020-12-21 02:31:40 main:581] : INFO : Epoch 536 | loss: 0.0311715 | val_loss: 0.0311713 | Time: 2006.85 ms [2020-12-21 02:31:42 main:581] : INFO : Epoch 537 | loss: 0.0311721 | val_loss: 0.0311753 | Time: 2013.02 ms [2020-12-21 02:31:44 main:581] : INFO : Epoch 538 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 2009.53 ms [2020-12-21 02:31:46 main:581] : INFO : Epoch 539 | loss: 0.0311706 | val_loss: 0.0311768 | Time: 2011.63 ms [2020-12-21 02:31:48 main:581] : INFO : Epoch 540 | loss: 0.0311698 | val_loss: 0.031174 | Time: 2014.43 ms [2020-12-21 02:31:50 main:581] : INFO : Epoch 541 | loss: 0.0311685 | val_loss: 0.0311743 | Time: 2004.03 ms [2020-12-21 02:31:52 main:581] : INFO : Epoch 542 | loss: 0.0311682 | val_loss: 0.031172 | Time: 2014.2 ms [2020-12-21 02:31:54 main:581] : INFO : Epoch 543 | loss: 0.0311683 | val_loss: 0.0311716 | Time: 2005.95 ms [2020-12-21 02:31:56 main:581] : INFO : Epoch 544 | loss: 0.0311671 | val_loss: 0.0311704 | Time: 2010.62 ms [2020-12-21 02:31:58 main:581] : INFO : Epoch 545 | loss: 0.0311683 | val_loss: 0.0311714 | Time: 2006 ms [2020-12-21 02:32:00 main:581] : INFO : Epoch 546 | loss: 0.0311761 | val_loss: 0.0311741 | Time: 2020.43 ms [2020-12-21 02:32:02 main:581] : INFO : Epoch 547 | loss: 0.0311755 | val_loss: 0.0311715 | Time: 1999.07 ms [2020-12-21 02:32:04 main:581] : INFO : Epoch 548 | loss: 0.0311746 | val_loss: 0.0311763 | Time: 2012.17 ms [2020-12-21 02:32:06 main:581] : INFO : Epoch 549 | loss: 0.0311744 | val_loss: 0.0311715 | Time: 2005.27 ms [2020-12-21 02:32:08 main:581] : INFO : Epoch 550 | loss: 0.0311719 | val_loss: 0.031172 | Time: 2016 ms [2020-12-21 02:32:10 main:581] : INFO : Epoch 551 | loss: 0.0311726 | val_loss: 0.0311712 | Time: 2005.44 ms [2020-12-21 02:32:12 main:581] : INFO : Epoch 552 | loss: 0.0311722 | val_loss: 0.0311703 | Time: 2018.66 ms [2020-12-21 02:32:14 main:581] : INFO : Epoch 553 | loss: 0.0311705 | val_loss: 0.0311699 | Time: 2021.05 ms [2020-12-21 02:32:16 main:581] : INFO : Epoch 554 | loss: 0.03117 | val_loss: 0.0311694 | Time: 2013.67 ms [2020-12-21 02:32:18 main:581] : INFO : Epoch 555 | loss: 0.0311697 | val_loss: 0.0311704 | Time: 2006.89 ms [2020-12-21 02:32:20 main:581] : INFO : Epoch 556 | loss: 0.0311706 | val_loss: 0.0311698 | Time: 2014.82 ms [2020-12-21 02:32:22 main:581] : INFO : Epoch 557 | loss: 0.0311699 | val_loss: 0.0311702 | Time: 2004.51 ms [2020-12-21 02:32:24 main:581] : INFO : Epoch 558 | loss: 0.031169 | val_loss: 0.0311691 | Time: 2006.21 ms [2020-12-21 02:32:26 main:581] : INFO : Epoch 559 | loss: 0.0311692 | val_loss: 0.0311713 | Time: 2013.94 ms [2020-12-21 02:32:28 main:581] : INFO : Epoch 560 | loss: 0.0311697 | val_loss: 0.0311687 | Time: 2004.99 ms [2020-12-21 02:32:30 main:581] : INFO : Epoch 561 | loss: 0.0311693 | val_loss: 0.0311693 | Time: 2018.22 ms [2020-12-21 02:32:32 main:581] : INFO : Epoch 562 | loss: 0.0311685 | val_loss: 0.0311697 | Time: 2006.22 ms [2020-12-21 02:32:34 main:581] : INFO : Epoch 563 | loss: 0.0311686 | val_loss: 0.03117 | Time: 2024.82 ms [2020-12-21 02:32:36 main:581] : INFO : Epoch 564 | loss: 0.0311695 | val_loss: 0.0311695 | Time: 2019.05 ms [2020-12-21 02:32:38 main:581] : INFO : Epoch 565 | loss: 0.0311689 | val_loss: 0.0311703 | Time: 2017.22 ms [2020-12-21 02:32:40 main:581] : INFO : Epoch 566 | loss: 0.0311684 | val_loss: 0.0311702 | Time: 2004.53 ms [2020-12-21 02:32:42 main:581] : INFO : Epoch 567 | loss: 0.031169 | val_loss: 0.0311704 | Time: 2009.65 ms [2020-12-21 02:32:44 main:581] : INFO : Epoch 568 | loss: 0.0311684 | val_loss: 0.0311701 | Time: 2013 ms [2020-12-21 02:32:46 main:581] : INFO : Epoch 569 | loss: 0.031168 | val_loss: 0.0311701 | Time: 2001.25 ms [2020-12-21 02:32:48 main:581] : INFO : Epoch 570 | loss: 0.0311679 | val_loss: 0.0311701 | Time: 2010.82 ms [2020-12-21 02:32:50 main:581] : INFO : Epoch 571 | loss: 0.0311682 | val_loss: 0.0311709 | Time: 1994.45 ms [2020-12-21 02:32:52 main:581] : INFO : Epoch 572 | loss: 0.0311687 | val_loss: 0.0311701 | Time: 2003.1 ms [2020-12-21 02:32:54 main:581] : INFO : Epoch 573 | loss: 0.0311675 | val_loss: 0.0311697 | Time: 2025.01 ms [2020-12-21 02:32:56 main:581] : INFO : Epoch 574 | loss: 0.0311677 | val_loss: 0.0311691 | Time: 2020.62 ms [2020-12-21 02:32:58 main:581] : INFO : Epoch 575 | loss: 0.0311682 | val_loss: 0.0311695 | Time: 2003.92 ms [2020-12-21 02:33:00 main:581] : INFO : Epoch 576 | loss: 0.0311678 | val_loss: 0.0311689 | Time: 2006.8 ms [2020-12-21 02:33:02 main:581] : INFO : Epoch 577 | loss: 0.0311677 | val_loss: 0.0311702 | Time: 2007.45 ms [2020-12-21 02:33:04 main:581] : INFO : Epoch 578 | loss: 0.0311676 | val_loss: 0.0311697 | Time: 2004.01 ms [2020-12-21 02:33:06 main:581] : INFO : Epoch 579 | loss: 0.0311679 | val_loss: 0.0311691 | Time: 2013.93 ms [2020-12-21 02:33:08 main:581] : INFO : Epoch 580 | loss: 0.0311674 | val_loss: 0.0311693 | Time: 2004.75 ms [2020-12-21 02:33:11 main:581] : INFO : Epoch 581 | loss: 0.0311671 | val_loss: 0.0311705 | Time: 2012.68 ms [2020-12-21 02:33:13 main:581] : INFO : Epoch 582 | loss: 0.0311675 | val_loss: 0.0311708 | Time: 2005.71 ms [2020-12-21 02:33:15 main:581] : INFO : Epoch 583 | loss: 0.0311672 | val_loss: 0.0311706 | Time: 2004.13 ms [2020-12-21 02:33:17 main:581] : INFO : Epoch 584 | loss: 0.0311672 | val_loss: 0.0311706 | Time: 2007.57 ms [2020-12-21 02:33:19 main:581] : INFO : Epoch 585 | loss: 0.0311667 | val_loss: 0.0311702 | Time: 2003.84 ms [2020-12-21 02:33:21 main:581] : INFO : Epoch 586 | loss: 0.0311672 | val_loss: 0.0311705 | Time: 2008.35 ms [2020-12-21 02:33:23 main:581] : INFO : Epoch 587 | loss: 0.0311672 | val_loss: 0.0311698 | Time: 2002.24 ms [2020-12-21 02:33:25 main:581] : INFO : Epoch 588 | loss: 0.0311669 | val_loss: 0.0311712 | Time: 2004.47 ms [2020-12-21 02:33:27 main:581] : INFO : Epoch 589 | loss: 0.0311666 | val_loss: 0.0311698 | Time: 2007.66 ms [2020-12-21 02:33:29 main:581] : INFO : Epoch 590 | loss: 0.0311664 | val_loss: 0.0311701 | Time: 2015.7 ms [2020-12-21 02:33:31 main:581] : INFO : Epoch 591 | loss: 0.0311672 | val_loss: 0.0311712 | Time: 2005.68 ms [2020-12-21 02:33:33 main:581] : INFO : Epoch 592 | loss: 0.0311687 | val_loss: 0.0311716 | Time: 2013.58 ms [2020-12-21 02:33:35 main:581] : INFO : Epoch 593 | loss: 0.0311673 | val_loss: 0.0311706 | Time: 2000.78 ms [2020-12-21 02:33:37 main:581] : INFO : Epoch 594 | loss: 0.0311673 | val_loss: 0.0311692 | Time: 2000.85 ms [2020-12-21 02:33:39 main:581] : INFO : Epoch 595 | loss: 0.031167 | val_loss: 0.0311702 | Time: 2021.37 ms [2020-12-21 02:33:41 main:581] : INFO : Epoch 596 | loss: 0.031167 | val_loss: 0.0311699 | Time: 2023.35 ms [2020-12-21 02:33:43 main:581] : INFO : Epoch 597 | loss: 0.0311672 | val_loss: 0.031169 | Time: 2008.08 ms [2020-12-21 02:33:45 main:581] : INFO : Epoch 598 | loss: 0.0311662 | val_loss: 0.03117 | Time: 2002.44 ms [2020-12-21 02:33:47 main:581] : INFO : Epoch 599 | loss: 0.0311674 | val_loss: 0.031173 | Time: 2022.29 ms [2020-12-21 02:33:49 main:581] : INFO : Epoch 600 | loss: 0.0311669 | val_loss: 0.0311707 | Time: 2001.14 ms [2020-12-21 02:33:51 main:581] : INFO : Epoch 601 | loss: 0.0311664 | val_loss: 0.0311696 | Time: 2004.78 ms [2020-12-21 02:33:53 main:581] : INFO : Epoch 602 | loss: 0.0311654 | val_loss: 0.0311691 | Time: 2003.85 ms [2020-12-21 02:33:55 main:581] : INFO : Epoch 603 | loss: 0.0311662 | val_loss: 0.0311698 | Time: 2000.28 ms [2020-12-21 02:33:57 main:581] : INFO : Epoch 604 | loss: 0.0311678 | val_loss: 0.0311695 | Time: 2013.65 ms [2020-12-21 02:33:59 main:581] : INFO : Epoch 605 | loss: 0.0311677 | val_loss: 0.0311696 | Time: 2005.68 ms [2020-12-21 02:34:01 main:581] : INFO : Epoch 606 | loss: 0.0311658 | val_loss: 0.0311691 | Time: 2013.18 ms [2020-12-21 02:34:03 main:581] : INFO : Epoch 607 | loss: 0.0311653 | val_loss: 0.0311695 | Time: 2001.91 ms [2020-12-21 02:34:05 main:581] : INFO : Epoch 608 | loss: 0.0311656 | val_loss: 0.0311706 | Time: 2014.5 ms [2020-12-21 02:34:07 main:581] : INFO : Epoch 609 | loss: 0.0311659 | val_loss: 0.0311693 | Time: 2003.64 ms [2020-12-21 02:34:09 main:581] : INFO : Epoch 610 | loss: 0.0311658 | val_loss: 0.0311701 | Time: 2013.84 ms [2020-12-21 02:34:11 main:581] : INFO : Epoch 611 | loss: 0.0311655 | val_loss: 0.0311696 | Time: 2012.27 ms [2020-12-21 02:34:13 main:581] : INFO : Epoch 612 | loss: 0.0311657 | val_loss: 0.0311692 | Time: 2004.34 ms [2020-12-21 02:34:15 main:581] : INFO : Epoch 613 | loss: 0.0311663 | val_loss: 0.0311703 | Time: 2014.41 ms [2020-12-21 02:34:17 main:581] : INFO : Epoch 614 | loss: 0.0311658 | val_loss: 0.0311694 | Time: 2009.84 ms [2020-12-21 02:34:19 main:581] : INFO : Epoch 615 | loss: 0.0311655 | val_loss: 0.0311688 | Time: 2013.28 ms [2020-12-21 02:34:21 main:581] : INFO : Epoch 616 | loss: 0.0311658 | val_loss: 0.031169 | Time: 2007.01 ms [2020-12-21 02:34:23 main:581] : INFO : Epoch 617 | loss: 0.0311654 | val_loss: 0.0311698 | Time: 2019.03 ms [2020-12-21 02:34:25 main:581] : INFO : Epoch 618 | loss: 0.0311678 | val_loss: 0.031172 | Time: 2019.39 ms [2020-12-21 02:34:27 main:581] : INFO : Epoch 619 | loss: 0.0311675 | val_loss: 0.0311724 | Time: 1993.43 ms [2020-12-21 02:34:29 main:581] : INFO : Epoch 620 | loss: 0.0311669 | val_loss: 0.0311714 | Time: 1933.43 ms [2020-12-21 02:34:31 main:581] : INFO : Epoch 621 | loss: 0.0311671 | val_loss: 0.0311723 | Time: 1979.54 ms [2020-12-21 02:34:33 main:581] : INFO : Epoch 622 | loss: 0.0311679 | val_loss: 0.0311709 | Time: 1997.61 ms [2020-12-21 02:34:35 main:581] : INFO : Epoch 623 | loss: 0.0311661 | val_loss: 0.0311733 | Time: 2006.57 ms [2020-12-21 02:34:37 main:581] : INFO : Epoch 624 | loss: 0.0311657 | val_loss: 0.0311722 | Time: 1998.02 ms [2020-12-21 02:34:39 main:581] : INFO : Epoch 625 | loss: 0.0311651 | val_loss: 0.0311717 | Time: 2010.95 ms [2020-12-21 02:34:41 main:581] : INFO : Epoch 626 | loss: 0.0311646 | val_loss: 0.0311713 | Time: 2002.88 ms [2020-12-21 02:34:43 main:581] : INFO : Epoch 627 | loss: 0.031165 | val_loss: 0.0311707 | Time: 2002.6 ms [2020-12-21 02:34:45 main:581] : INFO : Epoch 628 | loss: 0.0311647 | val_loss: 0.0311701 | Time: 2009.53 ms [2020-12-21 02:34:47 main:581] : INFO : Epoch 629 | loss: 0.0311648 | val_loss: 0.0311722 | Time: 1970.27 ms [2020-12-21 02:34:49 main:581] : INFO : Epoch 630 | loss: 0.0311652 | val_loss: 0.0311711 | Time: 1948.17 ms [2020-12-21 02:34:51 main:581] : INFO : Epoch 631 | loss: 0.0311668 | val_loss: 0.0311721 | Time: 1947.28 ms [2020-12-21 02:34:53 main:581] : INFO : Epoch 632 | loss: 0.0311664 | val_loss: 0.0311727 | Time: 1946.81 ms [2020-12-21 02:34:55 main:581] : INFO : Epoch 633 | loss: 0.0311657 | val_loss: 0.0311737 | Time: 1949.12 ms [2020-12-21 02:34:57 main:581] : INFO : Epoch 634 | loss: 0.0311653 | val_loss: 0.0311712 | Time: 1993.14 ms [2020-12-21 02:34:59 main:581] : INFO : Epoch 635 | loss: 0.0311641 | val_loss: 0.031173 | Time: 1953.9 ms [2020-12-21 02:35:00 main:581] : INFO : Epoch 636 | loss: 0.0311656 | val_loss: 0.0311707 | Time: 1975.93 ms [2020-12-21 02:35:02 main:581] : INFO : Epoch 637 | loss: 0.0311638 | val_loss: 0.0311709 | Time: 1982.05 ms [2020-12-21 02:35:04 main:581] : INFO : Epoch 638 | loss: 0.0311635 | val_loss: 0.0311708 | Time: 2010.45 ms [2020-12-21 02:35:06 main:581] : INFO : Epoch 639 | loss: 0.0311641 | val_loss: 0.0311711 | Time: 2004.01 ms [2020-12-21 02:35:08 main:581] : INFO : Epoch 640 | loss: 0.0311654 | val_loss: 0.031172 | Time: 2008.25 ms [2020-12-21 02:35:10 main:581] : INFO : Epoch 641 | loss: 0.0311658 | val_loss: 0.0311701 | Time: 2008.62 ms [2020-12-21 02:35:12 main:581] : INFO : Epoch 642 | loss: 0.0311628 | val_loss: 0.0311693 | Time: 2001.47 ms [2020-12-21 02:35:14 main:581] : INFO : Epoch 643 | loss: 0.0311662 | val_loss: 0.0311732 | Time: 2002.68 ms [2020-12-21 02:35:17 main:581] : INFO : Epoch 644 | loss: 0.0311641 | val_loss: 0.0311686 | Time: 2006.67 ms [2020-12-21 02:35:19 main:581] : INFO : Epoch 645 | loss: 0.0311649 | val_loss: 0.0311715 | Time: 2000.62 ms [2020-12-21 02:35:20 main:581] : INFO : Epoch 646 | loss: 0.0311644 | val_loss: 0.0311704 | Time: 1958.55 ms [2020-12-21 02:35:22 main:581] : INFO : Epoch 647 | loss: 0.0311638 | val_loss: 0.0311717 | Time: 1947.67 ms [2020-12-21 02:35:24 main:581] : INFO : Epoch 648 | loss: 0.0311647 | val_loss: 0.0311684 | Time: 1945.79 ms [2020-12-21 02:35:26 main:581] : INFO : Epoch 649 | loss: 0.0311649 | val_loss: 0.0311704 | Time: 1945.43 ms [2020-12-21 02:35:28 main:581] : INFO : Epoch 650 | loss: 0.0311652 | val_loss: 0.0311702 | Time: 2011.94 ms [2020-12-21 02:35:30 main:581] : INFO : Epoch 651 | loss: 0.0311636 | val_loss: 0.0311684 | Time: 2002.58 ms [2020-12-21 02:35:32 main:581] : INFO : Epoch 652 | loss: 0.0311727 | val_loss: 0.031182 | Time: 2007.5 ms [2020-12-21 02:35:34 main:581] : INFO : Epoch 653 | loss: 0.0311693 | val_loss: 0.0311696 | Time: 2002.11 ms [2020-12-21 02:35:36 main:581] : INFO : Epoch 654 | loss: 0.0311645 | val_loss: 0.0311697 | Time: 2007.37 ms [2020-12-21 02:35:38 main:581] : INFO : Epoch 655 | loss: 0.0311626 | val_loss: 0.0311699 | Time: 2006.34 ms [2020-12-21 02:35:40 main:581] : INFO : Epoch 656 | loss: 0.0311657 | val_loss: 0.031177 | Time: 2014.21 ms [2020-12-21 02:35:42 main:581] : INFO : Epoch 657 | loss: 0.0311667 | val_loss: 0.0311724 | Time: 2004.61 ms [2020-12-21 02:35:44 main:581] : INFO : Epoch 658 | loss: 0.0311634 | val_loss: 0.0311704 | Time: 2012.5 ms [2020-12-21 02:35:46 main:581] : INFO : Epoch 659 | loss: 0.0311624 | val_loss: 0.03117 | Time: 2006.01 ms [2020-12-21 02:35:48 main:581] : INFO : Epoch 660 | loss: 0.0311627 | val_loss: 0.0311707 | Time: 2013.02 ms [2020-12-21 02:35:50 main:581] : INFO : Epoch 661 | loss: 0.0311616 | val_loss: 0.0311691 | Time: 1999.89 ms [2020-12-21 02:35:52 main:581] : INFO : Epoch 662 | loss: 0.031161 | val_loss: 0.0311705 | Time: 2007.2 ms [2020-12-21 02:35:54 main:581] : INFO : Epoch 663 | loss: 0.0311608 | val_loss: 0.0311696 | Time: 2003.02 ms [2020-12-21 02:35:56 main:581] : INFO : Epoch 664 | loss: 0.0311618 | val_loss: 0.0311701 | Time: 2007.19 ms [2020-12-21 02:35:58 main:581] : INFO : Epoch 665 | loss: 0.0311622 | val_loss: 0.0311714 | Time: 1999.36 ms [2020-12-21 02:36:00 main:581] : INFO : Epoch 666 | loss: 0.0311609 | val_loss: 0.0311688 | Time: 2010.46 ms [2020-12-21 02:36:02 main:581] : INFO : Epoch 667 | loss: 0.0311646 | val_loss: 0.0311688 | Time: 2009.07 ms [2020-12-21 02:36:04 main:581] : INFO : Epoch 668 | loss: 0.0311655 | val_loss: 0.0311688 | Time: 2006.63 ms [2020-12-21 02:36:06 main:581] : INFO : Epoch 669 | loss: 0.0311645 | val_loss: 0.0311724 | Time: 1999.15 ms [2020-12-21 02:36:08 main:581] : INFO : Epoch 670 | loss: 0.0311633 | val_loss: 0.0311726 | Time: 2007.32 ms [2020-12-21 02:36:10 main:581] : INFO : Epoch 671 | loss: 0.0311639 | val_loss: 0.031172 | Time: 2007.91 ms [2020-12-21 02:36:12 main:581] : INFO : Epoch 672 | loss: 0.0311623 | val_loss: 0.03117 | Time: 2013.69 ms [2020-12-21 02:36:14 main:581] : INFO : Epoch 673 | loss: 0.0311605 | val_loss: 0.0311698 | Time: 2016.89 ms [2020-12-21 02:36:16 main:581] : INFO : Epoch 674 | loss: 0.0311601 | val_loss: 0.0311695 | Time: 2006.17 ms [2020-12-21 02:36:19 main:581] : INFO : Epoch 675 | loss: 0.0311614 | val_loss: 0.0311709 | Time: 2013.24 ms [2020-12-21 02:36:21 main:581] : INFO : Epoch 676 | loss: 0.0311613 | val_loss: 0.0311696 | Time: 2003.91 ms [2020-12-21 02:36:23 main:581] : INFO : Epoch 677 | loss: 0.0311615 | val_loss: 0.0311705 | Time: 2011.6 ms [2020-12-21 02:36:25 main:581] : INFO : Epoch 678 | loss: 0.0311616 | val_loss: 0.0311742 | Time: 2013.75 ms [2020-12-21 02:36:27 main:581] : INFO : Epoch 679 | loss: 0.0311626 | val_loss: 0.0311738 | Time: 2005.33 ms [2020-12-21 02:36:29 main:581] : INFO : Epoch 680 | loss: 0.0311612 | val_loss: 0.0311717 | Time: 2011.25 ms [2020-12-21 02:36:31 main:581] : INFO : Epoch 681 | loss: 0.03116 | val_loss: 0.0311706 | Time: 2015.13 ms [2020-12-21 02:36:33 main:581] : INFO : Epoch 682 | loss: 0.0311598 | val_loss: 0.0311701 | Time: 2016.38 ms [2020-12-21 02:36:35 main:581] : INFO : Epoch 683 | loss: 0.0311602 | val_loss: 0.0311691 | Time: 2001.95 ms [2020-12-21 02:36:37 main:581] : INFO : Epoch 684 | loss: 0.0311588 | val_loss: 0.0311699 | Time: 2015.68 ms [2020-12-21 02:36:39 main:581] : INFO : Epoch 685 | loss: 0.0311595 | val_loss: 0.0311708 | Time: 2019.74 ms [2020-12-21 02:36:41 main:581] : INFO : Epoch 686 | loss: 0.0311588 | val_loss: 0.0311703 | Time: 2012.12 ms [2020-12-21 02:36:43 main:581] : INFO : Epoch 687 | loss: 0.0311596 | val_loss: 0.0311711 | Time: 2004.17 ms [2020-12-21 02:36:45 main:581] : INFO : Epoch 688 | loss: 0.0311601 | val_loss: 0.0311714 | Time: 2005.33 ms [2020-12-21 02:36:47 main:581] : INFO : Epoch 689 | loss: 0.0311588 | val_loss: 0.0311697 | Time: 2014.55 ms [2020-12-21 02:36:49 main:581] : INFO : Epoch 690 | loss: 0.0311586 | val_loss: 0.031172 | Time: 2005.22 ms [2020-12-21 02:36:51 main:581] : INFO : Epoch 691 | loss: 0.0311602 | val_loss: 0.0311711 | Time: 2012.05 ms [2020-12-21 02:36:53 main:581] : INFO : Epoch 692 | loss: 0.0311604 | val_loss: 0.0311727 | Time: 2014.72 ms [2020-12-21 02:36:55 main:581] : INFO : Epoch 693 | loss: 0.0311589 | val_loss: 0.031173 | Time: 2017.55 ms [2020-12-21 02:36:57 main:581] : INFO : Epoch 694 | loss: 0.0311609 | val_loss: 0.0311722 | Time: 2017.95 ms [2020-12-21 02:36:59 main:581] : INFO : Epoch 695 | loss: 0.0311605 | val_loss: 0.0311692 | Time: 2011.3 ms [2020-12-21 02:37:01 main:581] : INFO : Epoch 696 | loss: 0.0311595 | val_loss: 0.0311719 | Time: 2005.76 ms [2020-12-21 02:37:03 main:581] : INFO : Epoch 697 | loss: 0.0311595 | val_loss: 0.0311695 | Time: 2007.17 ms [2020-12-21 02:37:05 main:581] : INFO : Epoch 698 | loss: 0.0311607 | val_loss: 0.0311694 | Time: 2012.66 ms [2020-12-21 02:37:07 main:581] : INFO : Epoch 699 | loss: 0.0311589 | val_loss: 0.0311695 | Time: 2007.92 ms [2020-12-21 02:37:09 main:581] : INFO : Epoch 700 | loss: 0.031159 | val_loss: 0.0311757 | Time: 2011.6 ms [2020-12-21 02:37:11 main:581] : INFO : Epoch 701 | loss: 0.031161 | val_loss: 0.0311723 | Time: 2010.43 ms [2020-12-21 02:37:13 main:581] : INFO : Epoch 702 | loss: 0.0311613 | val_loss: 0.0311725 | Time: 2009.13 ms [2020-12-21 02:37:15 main:581] : INFO : Epoch 703 | loss: 0.0311598 | val_loss: 0.0311697 | Time: 1999.46 ms [2020-12-21 02:37:17 main:581] : INFO : Epoch 704 | loss: 0.031159 | val_loss: 0.0311703 | Time: 2009.46 ms [2020-12-21 02:37:19 main:581] : INFO : Epoch 705 | loss: 0.0311584 | val_loss: 0.0311702 | Time: 2012.91 ms [2020-12-21 02:37:21 main:581] : INFO : Epoch 706 | loss: 0.0311587 | val_loss: 0.0311696 | Time: 2014.93 ms [2020-12-21 02:37:23 main:581] : INFO : Epoch 707 | loss: 0.0311583 | val_loss: 0.0311704 | Time: 2005.05 ms [2020-12-21 02:37:25 main:581] : INFO : Epoch 708 | loss: 0.03116 | val_loss: 0.031175 | Time: 2007.97 ms [2020-12-21 02:37:27 main:581] : INFO : Epoch 709 | loss: 0.03116 | val_loss: 0.0311713 | Time: 2021.07 ms [2020-12-21 02:37:29 main:581] : INFO : Epoch 710 | loss: 0.0311597 | val_loss: 0.0311731 | Time: 2006.1 ms [2020-12-21 02:37:31 main:581] : INFO : Epoch 711 | loss: 0.0311596 | val_loss: 0.0311724 | Time: 2018.45 ms [2020-12-21 02:37:33 main:581] : INFO : Epoch 712 | loss: 0.0311588 | val_loss: 0.0311697 | Time: 2013.79 ms [2020-12-21 02:37:35 main:581] : INFO : Epoch 713 | loss: 0.0311611 | val_loss: 0.0311705 | Time: 2020.21 ms [2020-12-21 02:37:37 main:581] : INFO : Epoch 714 | loss: 0.0311636 | val_loss: 0.0311773 | Time: 2025.65 ms [2020-12-21 02:37:39 main:581] : INFO : Epoch 715 | loss: 0.0311658 | val_loss: 0.0311713 | Time: 2017.09 ms [2020-12-21 02:37:41 main:581] : INFO : Epoch 716 | loss: 0.0311619 | val_loss: 0.03117 | Time: 2021 ms [2020-12-21 02:37:43 main:581] : INFO : Epoch 717 | loss: 0.0311612 | val_loss: 0.0311709 | Time: 2021.15 ms [2020-12-21 02:37:45 main:581] : INFO : Epoch 718 | loss: 0.0311634 | val_loss: 0.0311755 | Time: 2022.63 ms [2020-12-21 02:37:47 main:581] : INFO : Epoch 719 | loss: 0.0311716 | val_loss: 0.0311756 | Time: 2022.59 ms [2020-12-21 02:37:49 main:581] : INFO : Epoch 720 | loss: 0.0311705 | val_loss: 0.0311742 | Time: 2013.66 ms [2020-12-21 02:37:51 main:581] : INFO : Epoch 721 | loss: 0.0311696 | val_loss: 0.0311736 | Time: 2030.55 ms [2020-12-21 02:37:53 main:581] : INFO : Epoch 722 | loss: 0.0311694 | val_loss: 0.0311733 | Time: 2013.99 ms [2020-12-21 02:37:55 main:581] : INFO : Epoch 723 | loss: 0.0311685 | val_loss: 0.0311754 | Time: 2028.3 ms [2020-12-21 02:37:57 main:581] : INFO : Epoch 724 | loss: 0.0311678 | val_loss: 0.0311719 | Time: 2013.52 ms [2020-12-21 02:37:59 main:581] : INFO : Epoch 725 | loss: 0.0311664 | val_loss: 0.0311716 | Time: 2022.99 ms [2020-12-21 02:38:01 main:581] : INFO : Epoch 726 | loss: 0.0311656 | val_loss: 0.0311709 | Time: 2011.24 ms [2020-12-21 02:38:03 main:581] : INFO : Epoch 727 | loss: 0.031165 | val_loss: 0.0311726 | Time: 2018.31 ms [2020-12-21 02:38:05 main:581] : INFO : Epoch 728 | loss: 0.0311649 | val_loss: 0.0311709 | Time: 2009.49 ms [2020-12-21 02:38:07 main:581] : INFO : Epoch 729 | loss: 0.0311644 | val_loss: 0.0311726 | Time: 2020.1 ms [2020-12-21 02:38:09 main:581] : INFO : Epoch 730 | loss: 0.0311648 | val_loss: 0.0311726 | Time: 2009.87 ms [2020-12-21 02:38:11 main:581] : INFO : Epoch 731 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 2012.7 ms [2020-12-21 02:38:13 main:581] : INFO : Epoch 732 | loss: 0.0311638 | val_loss: 0.0311714 | Time: 2014.29 ms [2020-12-21 02:38:15 main:581] : INFO : Epoch 733 | loss: 0.0311649 | val_loss: 0.0311733 | Time: 2009.84 ms [2020-12-21 02:38:17 main:581] : INFO : Epoch 734 | loss: 0.0311644 | val_loss: 0.031174 | Time: 2022.85 ms [2020-12-21 02:38:19 main:581] : INFO : Epoch 735 | loss: 0.0311643 | val_loss: 0.0311716 | Time: 2019.55 ms [2020-12-21 02:38:21 main:581] : INFO : Epoch 736 | loss: 0.0311661 | val_loss: 0.0311757 | Time: 2023.93 ms [2020-12-21 02:38:23 main:581] : INFO : Epoch 737 | loss: 0.0311653 | val_loss: 0.0311787 | Time: 2015.14 ms [2020-12-21 02:38:25 main:581] : INFO : Epoch 738 | loss: 0.0311654 | val_loss: 0.0311726 | Time: 2008.36 ms [2020-12-21 02:38:27 main:581] : INFO : Epoch 739 | loss: 0.0311645 | val_loss: 0.0311722 | Time: 2018.56 ms [2020-12-21 02:38:29 main:581] : INFO : Epoch 740 | loss: 0.0311641 | val_loss: 0.0311731 | Time: 2027.94 ms [2020-12-21 02:38:31 main:581] : INFO : Epoch 741 | loss: 0.0311634 | val_loss: 0.0311722 | Time: 2025.55 ms [2020-12-21 02:38:33 main:581] : INFO : Epoch 742 | loss: 0.0311639 | val_loss: 0.0311723 | Time: 2022.76 ms [2020-12-21 02:38:35 main:581] : INFO : Epoch 743 | loss: 0.0311647 | val_loss: 0.0311728 | Time: 2014.07 ms [2020-12-21 02:38:38 main:581] : INFO : Epoch 744 | loss: 0.0311636 | val_loss: 0.031173 | Time: 2027.16 ms [2020-12-21 02:38:40 main:581] : INFO : Epoch 745 | loss: 0.0311632 | val_loss: 0.0311745 | Time: 2015.9 ms [2020-12-21 02:38:42 main:581] : INFO : Epoch 746 | loss: 0.0311639 | val_loss: 0.0311724 | Time: 2027.6 ms [2020-12-21 02:38:44 main:581] : INFO : Epoch 747 | loss: 0.0311664 | val_loss: 0.0311768 | Time: 2017.53 ms [2020-12-21 02:38:46 main:581] : INFO : Epoch 748 | loss: 0.0311666 | val_loss: 0.0311743 | Time: 2013.15 ms [2020-12-21 02:38:48 main:581] : INFO : Epoch 749 | loss: 0.0311629 | val_loss: 0.0311725 | Time: 2017.18 ms [2020-12-21 02:38:50 main:581] : INFO : Epoch 750 | loss: 0.0311623 | val_loss: 0.0311719 | Time: 2019.4 ms [2020-12-21 02:38:52 main:581] : INFO : Epoch 751 | loss: 0.031164 | val_loss: 0.0311728 | Time: 2015.23 ms [2020-12-21 02:38:54 main:581] : INFO : Epoch 752 | loss: 0.0311631 | val_loss: 0.0311727 | Time: 2027.54 ms [2020-12-21 02:38:56 main:581] : INFO : Epoch 753 | loss: 0.0311653 | val_loss: 0.0311812 | Time: 2026 ms [2020-12-21 02:38:58 main:581] : INFO : Epoch 754 | loss: 0.0311658 | val_loss: 0.0311734 | Time: 2015.06 ms [2020-12-21 02:39:00 main:581] : INFO : Epoch 755 | loss: 0.0311633 | val_loss: 0.0311724 | Time: 2018.47 ms [2020-12-21 02:39:02 main:581] : INFO : Epoch 756 | loss: 0.0311649 | val_loss: 0.0311785 | Time: 2011.35 ms [2020-12-21 02:39:04 main:581] : INFO : Epoch 757 | loss: 0.0311659 | val_loss: 0.0311744 | Time: 2023.96 ms [2020-12-21 02:39:06 main:581] : INFO : Epoch 758 | loss: 0.0311632 | val_loss: 0.0311728 | Time: 2013.39 ms [2020-12-21 02:39:08 main:581] : INFO : Epoch 759 | loss: 0.0311626 | val_loss: 0.0311731 | Time: 2021.16 ms [2020-12-21 02:39:10 main:581] : INFO : Epoch 760 | loss: 0.031162 | val_loss: 0.0311727 | Time: 2009.76 ms [2020-12-21 02:39:12 main:581] : INFO : Epoch 761 | loss: 0.0311627 | val_loss: 0.0311724 | Time: 2020.14 ms [2020-12-21 02:39:14 main:581] : INFO : Epoch 762 | loss: 0.0311628 | val_loss: 0.0311752 | Time: 2009.4 ms [2020-12-21 02:39:16 main:581] : INFO : Epoch 763 | loss: 0.0311639 | val_loss: 0.0311743 | Time: 2019.36 ms [2020-12-21 02:39:18 main:581] : INFO : Epoch 764 | loss: 0.0311624 | val_loss: 0.0311762 | Time: 2017.45 ms [2020-12-21 02:39:20 main:581] : INFO : Epoch 765 | loss: 0.0311635 | val_loss: 0.0311724 | Time: 2018.29 ms [2020-12-21 02:39:22 main:581] : INFO : Epoch 766 | loss: 0.0311648 | val_loss: 0.0311734 | Time: 2010.66 ms [2020-12-21 02:39:24 main:581] : INFO : Epoch 767 | loss: 0.031162 | val_loss: 0.0311744 | Time: 2019.31 ms [2020-12-21 02:39:26 main:581] : INFO : Epoch 768 | loss: 0.0311621 | val_loss: 0.0311749 | Time: 2016.26 ms [2020-12-21 02:39:28 main:581] : INFO : Epoch 769 | loss: 0.0311636 | val_loss: 0.0311774 | Time: 2015.12 ms [2020-12-21 02:39:30 main:581] : INFO : Epoch 770 | loss: 0.0311636 | val_loss: 0.0311794 | Time: 2006.06 ms [2020-12-21 02:39:32 main:581] : INFO : Epoch 771 | loss: 0.0311648 | val_loss: 0.0311762 | Time: 2009.98 ms [2020-12-21 02:39:34 main:581] : INFO : Epoch 772 | loss: 0.0311624 | val_loss: 0.0311749 | Time: 2006.07 ms [2020-12-21 02:39:36 main:581] : INFO : Epoch 773 | loss: 0.0311623 | val_loss: 0.0311753 | Time: 2009.1 ms [2020-12-21 02:39:38 main:581] : INFO : Epoch 774 | loss: 0.0311631 | val_loss: 0.0311767 | Time: 2020.94 ms [2020-12-21 02:39:40 main:581] : INFO : Epoch 775 | loss: 0.0311667 | val_loss: 0.0311778 | Time: 2016.09 ms [2020-12-21 02:39:42 main:581] : INFO : Epoch 776 | loss: 0.0311642 | val_loss: 0.0311726 | Time: 2007.93 ms [2020-12-21 02:39:44 main:581] : INFO : Epoch 777 | loss: 0.0311607 | val_loss: 0.0311763 | Time: 2023.86 ms [2020-12-21 02:39:46 main:581] : INFO : Epoch 778 | loss: 0.0311614 | val_loss: 0.0311744 | Time: 2008.06 ms [2020-12-21 02:39:48 main:581] : INFO : Epoch 779 | loss: 0.0311627 | val_loss: 0.0311744 | Time: 2012.01 ms [2020-12-21 02:39:50 main:581] : INFO : Epoch 780 | loss: 0.0311616 | val_loss: 0.0311748 | Time: 2013.93 ms [2020-12-21 02:39:52 main:581] : INFO : Epoch 781 | loss: 0.0311614 | val_loss: 0.0311743 | Time: 2017.14 ms [2020-12-21 02:39:54 main:581] : INFO : Epoch 782 | loss: 0.0311627 | val_loss: 0.0311749 | Time: 2022.07 ms [2020-12-21 02:39:56 main:581] : INFO : Epoch 783 | loss: 0.0311623 | val_loss: 0.0311745 | Time: 2011.2 ms [2020-12-21 02:39:58 main:581] : INFO : Epoch 784 | loss: 0.0311609 | val_loss: 0.0311746 | Time: 2024.59 ms [2020-12-21 02:40:00 main:581] : INFO : Epoch 785 | loss: 0.0311611 | val_loss: 0.0311748 | Time: 2018.58 ms [2020-12-21 02:40:02 main:581] : INFO : Epoch 786 | loss: 0.0311644 | val_loss: 0.0311756 | Time: 2025.04 ms [2020-12-21 02:40:04 main:581] : INFO : Epoch 787 | loss: 0.0311632 | val_loss: 0.0311754 | Time: 2025.84 ms [2020-12-21 02:40:06 main:581] : INFO : Epoch 788 | loss: 0.0311626 | val_loss: 0.0311738 | Time: 2016.28 ms [2020-12-21 02:40:08 main:581] : INFO : Epoch 789 | loss: 0.0311626 | val_loss: 0.0311756 | Time: 2034.18 ms [2020-12-21 02:40:10 main:581] : INFO : Epoch 790 | loss: 0.0311624 | val_loss: 0.031175 | Time: 2027.05 ms [2020-12-21 02:40:12 main:581] : INFO : Epoch 791 | loss: 0.031162 | val_loss: 0.0311742 | Time: 2027.47 ms [2020-12-21 02:40:14 main:581] : INFO : Epoch 792 | loss: 0.0311619 | val_loss: 0.0311744 | Time: 2035.61 ms [2020-12-21 02:40:16 main:581] : INFO : Epoch 793 | loss: 0.0311621 | val_loss: 0.0311726 | Time: 2029.51 ms [2020-12-21 02:40:18 main:581] : INFO : Epoch 794 | loss: 0.0311617 | val_loss: 0.031173 | Time: 2038.1 ms [2020-12-21 02:40:20 main:581] : INFO : Epoch 795 | loss: 0.0311611 | val_loss: 0.0311749 | Time: 2016.79 ms [2020-12-21 02:40:23 main:581] : INFO : Epoch 796 | loss: 0.0311629 | val_loss: 0.0311772 | Time: 2025.89 ms [2020-12-21 02:40:25 main:581] : INFO : Epoch 797 | loss: 0.0311642 | val_loss: 0.0311767 | Time: 2028.3 ms [2020-12-21 02:40:27 main:581] : INFO : Epoch 798 | loss: 0.0311629 | val_loss: 0.0311758 | Time: 2031.51 ms [2020-12-21 02:40:29 main:581] : INFO : Epoch 799 | loss: 0.0311632 | val_loss: 0.0311774 | Time: 2032.53 ms [2020-12-21 02:40:31 main:581] : INFO : Epoch 800 | loss: 0.0311628 | val_loss: 0.031173 | Time: 2016.8 ms [2020-12-21 02:40:33 main:581] : INFO : Epoch 801 | loss: 0.0311619 | val_loss: 0.0311733 | Time: 2025.55 ms [2020-12-21 02:40:35 main:581] : INFO : Epoch 802 | loss: 0.0311619 | val_loss: 0.031173 | Time: 2019.45 ms [2020-12-21 02:40:37 main:581] : INFO : Epoch 803 | loss: 0.0311609 | val_loss: 0.0311738 | Time: 2028.34 ms [2020-12-21 02:40:39 main:581] : INFO : Epoch 804 | loss: 0.0311633 | val_loss: 0.0311789 | Time: 2029.62 ms [2020-12-21 02:40:41 main:581] : INFO : Epoch 805 | loss: 0.0311632 | val_loss: 0.0311759 | Time: 2022.25 ms [2020-12-21 02:40:43 main:581] : INFO : Epoch 806 | loss: 0.0311617 | val_loss: 0.0311752 | Time: 2021.16 ms [2020-12-21 02:40:45 main:581] : INFO : Epoch 807 | loss: 0.0311611 | val_loss: 0.0311784 | Time: 2019.12 ms [2020-12-21 02:40:47 main:581] : INFO : Epoch 808 | loss: 0.0311614 | val_loss: 0.0311736 | Time: 2020.82 ms [2020-12-21 02:40:49 main:581] : INFO : Epoch 809 | loss: 0.0311607 | val_loss: 0.0311723 | Time: 2018.51 ms [2020-12-21 02:40:51 main:581] : INFO : Epoch 810 | loss: 0.0311609 | val_loss: 0.0311716 | Time: 2027.81 ms [2020-12-21 02:40:53 main:581] : INFO : Epoch 811 | loss: 0.0311605 | val_loss: 0.0311732 | Time: 2027.96 ms [2020-12-21 02:40:55 main:581] : INFO : Epoch 812 | loss: 0.0311603 | val_loss: 0.0311725 | Time: 2026.78 ms [2020-12-21 02:40:57 main:581] : INFO : Epoch 813 | loss: 0.0311603 | val_loss: 0.0311732 | Time: 2024.3 ms [2020-12-21 02:40:59 main:581] : INFO : Epoch 814 | loss: 0.0311622 | val_loss: 0.0311726 | Time: 2028.66 ms [2020-12-21 02:41:01 main:581] : INFO : Epoch 815 | loss: 0.0311599 | val_loss: 0.0311762 | Time: 2024.73 ms [2020-12-21 02:41:03 main:581] : INFO : Epoch 816 | loss: 0.0311603 | val_loss: 0.0311721 | Time: 2019.67 ms [2020-12-21 02:41:05 main:581] : INFO : Epoch 817 | loss: 0.0311614 | val_loss: 0.0311725 | Time: 2029.93 ms [2020-12-21 02:41:07 main:581] : INFO : Epoch 818 | loss: 0.0311642 | val_loss: 0.0311816 | Time: 2020.92 ms [2020-12-21 02:41:09 main:581] : INFO : Epoch 819 | loss: 0.0311616 | val_loss: 0.0311727 | Time: 2031.08 ms [2020-12-21 02:41:11 main:581] : INFO : Epoch 820 | loss: 0.0311601 | val_loss: 0.0311718 | Time: 2026.81 ms [2020-12-21 02:41:13 main:581] : INFO : Epoch 821 | loss: 0.031159 | val_loss: 0.0311735 | Time: 2021.04 ms [2020-12-21 02:41:15 main:581] : INFO : Epoch 822 | loss: 0.0311603 | val_loss: 0.031176 | Time: 2022.34 ms [2020-12-21 02:41:17 main:581] : INFO : Epoch 823 | loss: 0.0311607 | val_loss: 0.031173 | Time: 2013.56 ms [2020-12-21 02:41:19 main:581] : INFO : Epoch 824 | loss: 0.0311596 | val_loss: 0.0311745 | Time: 2023.79 ms [2020-12-21 02:41:21 main:581] : INFO : Epoch 825 | loss: 0.0311602 | val_loss: 0.0311744 | Time: 2034.67 ms [2020-12-21 02:41:23 main:581] : INFO : Epoch 826 | loss: 0.0311619 | val_loss: 0.0311729 | Time: 2014.66 ms [2020-12-21 02:41:25 main:581] : INFO : Epoch 827 | loss: 0.0311613 | val_loss: 0.0311721 | Time: 2014.28 ms [2020-12-21 02:41:27 main:581] : INFO : Epoch 828 | loss: 0.0311625 | val_loss: 0.0311742 | Time: 2032.87 ms [2020-12-21 02:41:29 main:581] : INFO : Epoch 829 | loss: 0.0311617 | val_loss: 0.0311749 | Time: 2037.24 ms [2020-12-21 02:41:31 main:581] : INFO : Epoch 830 | loss: 0.031163 | val_loss: 0.0311822 | Time: 2027.27 ms [2020-12-21 02:41:33 main:581] : INFO : Epoch 831 | loss: 0.0311639 | val_loss: 0.0311717 | Time: 2027.16 ms [2020-12-21 02:41:35 main:581] : INFO : Epoch 832 | loss: 0.0311608 | val_loss: 0.0311728 | Time: 2024.7 ms [2020-12-21 02:41:37 main:581] : INFO : Epoch 833 | loss: 0.0311608 | val_loss: 0.0311728 | Time: 2027.17 ms [2020-12-21 02:41:39 main:581] : INFO : Epoch 834 | loss: 0.0311609 | val_loss: 0.0311729 | Time: 2014.6 ms [2020-12-21 02:41:41 main:581] : INFO : Epoch 835 | loss: 0.0311623 | val_loss: 0.0311722 | Time: 2022.86 ms [2020-12-21 02:41:43 main:581] : INFO : Epoch 836 | loss: 0.0311648 | val_loss: 0.0311761 | Time: 2015.65 ms [2020-12-21 02:41:46 main:581] : INFO : Epoch 837 | loss: 0.0311623 | val_loss: 0.0311719 | Time: 2025.7 ms [2020-12-21 02:41:48 main:581] : INFO : Epoch 838 | loss: 0.031163 | val_loss: 0.0311741 | Time: 2017.12 ms [2020-12-21 02:41:50 main:581] : INFO : Epoch 839 | loss: 0.0311621 | val_loss: 0.0311765 | Time: 2025.61 ms [2020-12-21 02:41:52 main:581] : INFO : Epoch 840 | loss: 0.0311636 | val_loss: 0.0311764 | Time: 2015.15 ms [2020-12-21 02:41:54 main:581] : INFO : Epoch 841 | loss: 0.0311642 | val_loss: 0.0311763 | Time: 2021.53 ms [2020-12-21 02:41:56 main:581] : INFO : Epoch 842 | loss: 0.0311621 | val_loss: 0.0311727 | Time: 2018.3 ms [2020-12-21 02:41:58 main:581] : INFO : Epoch 843 | loss: 0.0311612 | val_loss: 0.0311756 | Time: 2022.91 ms [2020-12-21 02:42:00 main:581] : INFO : Epoch 844 | loss: 0.0311613 | val_loss: 0.0311749 | Time: 2024.3 ms [2020-12-21 02:42:02 main:581] : INFO : Epoch 845 | loss: 0.0311595 | val_loss: 0.0311754 | Time: 2029.6 ms [2020-12-21 02:42:04 main:581] : INFO : Epoch 846 | loss: 0.0311598 | val_loss: 0.0311724 | Time: 2023.75 ms [2020-12-21 02:42:06 main:581] : INFO : Epoch 847 | loss: 0.0311607 | val_loss: 0.031177 | Time: 2021.52 ms [2020-12-21 02:42:08 main:581] : INFO : Epoch 848 | loss: 0.0311613 | val_loss: 0.0311753 | Time: 2017.07 ms [2020-12-21 02:42:10 main:581] : INFO : Epoch 849 | loss: 0.0311615 | val_loss: 0.0311738 | Time: 2027.01 ms [2020-12-21 02:42:12 main:581] : INFO : Epoch 850 | loss: 0.0311613 | val_loss: 0.031172 | Time: 2027.82 ms [2020-12-21 02:42:14 main:581] : INFO : Epoch 851 | loss: 0.031162 | val_loss: 0.031175 | Time: 2021.73 ms [2020-12-21 02:42:16 main:581] : INFO : Epoch 852 | loss: 0.0311616 | val_loss: 0.031175 | Time: 2028.3 ms [2020-12-21 02:42:18 main:581] : INFO : Epoch 853 | loss: 0.0311609 | val_loss: 0.0311735 | Time: 2022.02 ms [2020-12-21 02:42:20 main:581] : INFO : Epoch 854 | loss: 0.0311611 | val_loss: 0.0311717 | Time: 2028.79 ms [2020-12-21 02:42:22 main:581] : INFO : Epoch 855 | loss: 0.03116 | val_loss: 0.0311717 | Time: 2023.69 ms [2020-12-21 02:42:24 main:581] : INFO : Epoch 856 | loss: 0.0311593 | val_loss: 0.0311712 | Time: 2017 ms [2020-12-21 02:42:26 main:581] : INFO : Epoch 857 | loss: 0.03116 | val_loss: 0.0311747 | Time: 2023.61 ms [2020-12-21 02:42:28 main:581] : INFO : Epoch 858 | loss: 0.0311602 | val_loss: 0.0311723 | Time: 2023.86 ms [2020-12-21 02:42:30 main:581] : INFO : Epoch 859 | loss: 0.0311611 | val_loss: 0.031177 | Time: 2027.46 ms [2020-12-21 02:42:32 main:581] : INFO : Epoch 860 | loss: 0.0311603 | val_loss: 0.0311738 | Time: 2025.95 ms [2020-12-21 02:42:34 main:581] : INFO : Epoch 861 | loss: 0.031161 | val_loss: 0.0311735 | Time: 2028.01 ms [2020-12-21 02:42:36 main:581] : INFO : Epoch 862 | loss: 0.0311625 | val_loss: 0.0311796 | Time: 2028.36 ms [2020-12-21 02:42:38 main:581] : INFO : Epoch 863 | loss: 0.0311614 | val_loss: 0.0311744 | Time: 2019.44 ms [2020-12-21 02:42:40 main:581] : INFO : Epoch 864 | loss: 0.0311589 | val_loss: 0.0311747 | Time: 2018.77 ms [2020-12-21 02:42:42 main:581] : INFO : Epoch 865 | loss: 0.0311593 | val_loss: 0.0311736 | Time: 2026.47 ms [2020-12-21 02:42:44 main:581] : INFO : Epoch 866 | loss: 0.0311591 | val_loss: 0.0311764 | Time: 2010.81 ms [2020-12-21 02:42:46 main:581] : INFO : Epoch 867 | loss: 0.0311597 | val_loss: 0.0311748 | Time: 2024.09 ms [2020-12-21 02:42:48 main:581] : INFO : Epoch 868 | loss: 0.031159 | val_loss: 0.0311749 | Time: 2016.37 ms [2020-12-21 02:42:50 main:581] : INFO : Epoch 869 | loss: 0.0311581 | val_loss: 0.0311756 | Time: 2015.15 ms [2020-12-21 02:42:52 main:581] : INFO : Epoch 870 | loss: 0.0311593 | val_loss: 0.0311786 | Time: 2024.45 ms [2020-12-21 02:42:54 main:581] : INFO : Epoch 871 | loss: 0.0311593 | val_loss: 0.0311747 | Time: 2027.91 ms [2020-12-21 02:42:56 main:581] : INFO : Epoch 872 | loss: 0.0311599 | val_loss: 0.0311729 | Time: 2025.18 ms [2020-12-21 02:42:58 main:581] : INFO : Epoch 873 | loss: 0.0311588 | val_loss: 0.0311738 | Time: 2026.35 ms [2020-12-21 02:43:00 main:581] : INFO : Epoch 874 | loss: 0.0311584 | val_loss: 0.0311762 | Time: 2027.15 ms [2020-12-21 02:43:02 main:581] : INFO : Epoch 875 | loss: 0.0311598 | val_loss: 0.0311811 | Time: 2027.54 ms [2020-12-21 02:43:04 main:581] : INFO : Epoch 876 | loss: 0.0311612 | val_loss: 0.0311739 | Time: 2030.26 ms [2020-12-21 02:43:06 main:581] : INFO : Epoch 877 | loss: 0.03116 | val_loss: 0.0311764 | Time: 2026.29 ms [2020-12-21 02:43:08 main:581] : INFO : Epoch 878 | loss: 0.0311599 | val_loss: 0.0311752 | Time: 2025.88 ms [2020-12-21 02:43:11 main:581] : INFO : Epoch 879 | loss: 0.031159 | val_loss: 0.0311739 | Time: 2018.12 ms [2020-12-21 02:43:13 main:581] : INFO : Epoch 880 | loss: 0.0311573 | val_loss: 0.0311743 | Time: 2039.51 ms [2020-12-21 02:43:15 main:581] : INFO : Epoch 881 | loss: 0.0311595 | val_loss: 0.0311753 | Time: 2029.6 ms [2020-12-21 02:43:17 main:581] : INFO : Epoch 882 | loss: 0.0311587 | val_loss: 0.0311743 | Time: 2030.06 ms [2020-12-21 02:43:19 main:581] : INFO : Epoch 883 | loss: 0.0311588 | val_loss: 0.031175 | Time: 2029.22 ms [2020-12-21 02:43:21 main:581] : INFO : Epoch 884 | loss: 0.0311596 | val_loss: 0.0311787 | Time: 2014.51 ms [2020-12-21 02:43:23 main:581] : INFO : Epoch 885 | loss: 0.0311601 | val_loss: 0.0311743 | Time: 2023.51 ms [2020-12-21 02:43:25 main:581] : INFO : Epoch 886 | loss: 0.0311575 | val_loss: 0.0311766 | Time: 2027.72 ms [2020-12-21 02:43:27 main:581] : INFO : Epoch 887 | loss: 0.031158 | val_loss: 0.0311738 | Time: 2024.42 ms [2020-12-21 02:43:29 main:581] : INFO : Epoch 888 | loss: 0.0311575 | val_loss: 0.0311756 | Time: 2022.34 ms [2020-12-21 02:43:31 main:581] : INFO : Epoch 889 | loss: 0.0311577 | val_loss: 0.0311753 | Time: 2030.91 ms [2020-12-21 02:43:33 main:581] : INFO : Epoch 890 | loss: 0.0311581 | val_loss: 0.0311752 | Time: 2026.34 ms [2020-12-21 02:43:35 main:581] : INFO : Epoch 891 | loss: 0.0311586 | val_loss: 0.0311757 | Time: 2023.59 ms [2020-12-21 02:43:37 main:581] : INFO : Epoch 892 | loss: 0.0311626 | val_loss: 0.0311861 | Time: 2025.37 ms [2020-12-21 02:43:39 main:581] : INFO : Epoch 893 | loss: 0.0311618 | val_loss: 0.0311753 | Time: 2015.18 ms [2020-12-21 02:43:41 main:581] : INFO : Epoch 894 | loss: 0.0311588 | val_loss: 0.0311764 | Time: 2015.17 ms [2020-12-21 02:43:43 main:581] : INFO : Epoch 895 | loss: 0.0311586 | val_loss: 0.0311755 | Time: 2031.1 ms [2020-12-21 02:43:45 main:581] : INFO : Epoch 896 | loss: 0.0311595 | val_loss: 0.0311752 | Time: 2035.21 ms [2020-12-21 02:43:47 main:581] : INFO : Epoch 897 | loss: 0.0311593 | val_loss: 0.031178 | Time: 2014.97 ms [2020-12-21 02:43:49 main:581] : INFO : Epoch 898 | loss: 0.0311588 | val_loss: 0.0311768 | Time: 2024.36 ms [2020-12-21 02:43:51 main:581] : INFO : Epoch 899 | loss: 0.0311583 | val_loss: 0.0311734 | Time: 2020.65 ms [2020-12-21 02:43:53 main:581] : INFO : Epoch 900 | loss: 0.0311574 | val_loss: 0.0311761 | Time: 2023.98 ms [2020-12-21 02:43:55 main:581] : INFO : Epoch 901 | loss: 0.031161 | val_loss: 0.0311855 | Time: 2029.28 ms [2020-12-21 02:43:57 main:581] : INFO : Epoch 902 | loss: 0.0311623 | val_loss: 0.0311784 | Time: 2026.2 ms [2020-12-21 02:43:59 main:581] : INFO : Epoch 903 | loss: 0.0311593 | val_loss: 0.0311762 | Time: 2027.98 ms [2020-12-21 02:44:01 main:581] : INFO : Epoch 904 | loss: 0.0311612 | val_loss: 0.0311777 | Time: 2026.81 ms [2020-12-21 02:44:03 main:581] : INFO : Epoch 905 | loss: 0.0311612 | val_loss: 0.0311758 | Time: 2027.58 ms [2020-12-21 02:44:05 main:581] : INFO : Epoch 906 | loss: 0.0311631 | val_loss: 0.0311817 | Time: 2027.82 ms [2020-12-21 02:44:07 main:581] : INFO : Epoch 907 | loss: 0.0311636 | val_loss: 0.0311762 | Time: 2025.99 ms [2020-12-21 02:44:09 main:581] : INFO : Epoch 908 | loss: 0.0311614 | val_loss: 0.0311769 | Time: 2025.83 ms [2020-12-21 02:44:11 main:581] : INFO : Epoch 909 | loss: 0.0311626 | val_loss: 0.0311766 | Time: 2018.22 ms [2020-12-21 02:44:13 main:581] : INFO : Epoch 910 | loss: 0.0311609 | val_loss: 0.0311765 | Time: 2032.33 ms [2020-12-21 02:44:15 main:581] : INFO : Epoch 911 | loss: 0.0311603 | val_loss: 0.0311756 | Time: 2029.81 ms [2020-12-21 02:44:17 main:581] : INFO : Epoch 912 | loss: 0.0311613 | val_loss: 0.0311763 | Time: 2026.04 ms [2020-12-21 02:44:19 main:581] : INFO : Epoch 913 | loss: 0.0311604 | val_loss: 0.0311773 | Time: 2024.16 ms [2020-12-21 02:44:21 main:581] : INFO : Epoch 914 | loss: 0.0311628 | val_loss: 0.031174 | Time: 2027.59 ms [2020-12-21 02:44:23 main:581] : INFO : Epoch 915 | loss: 0.0311608 | val_loss: 0.0311737 | Time: 2027.95 ms [2020-12-21 02:44:25 main:581] : INFO : Epoch 916 | loss: 0.0311593 | val_loss: 0.031176 | Time: 2037.34 ms [2020-12-21 02:44:28 main:581] : INFO : Epoch 917 | loss: 0.03116 | val_loss: 0.0311745 | Time: 2030.09 ms [2020-12-21 02:44:30 main:581] : INFO : Epoch 918 | loss: 0.0311611 | val_loss: 0.0311729 | Time: 2024.64 ms [2020-12-21 02:44:32 main:581] : INFO : Epoch 919 | loss: 0.0311613 | val_loss: 0.0311749 | Time: 2024.13 ms [2020-12-21 02:44:34 main:581] : INFO : Epoch 920 | loss: 0.0311606 | val_loss: 0.0311725 | Time: 2010.92 ms [2020-12-21 02:44:36 main:581] : INFO : Epoch 921 | loss: 0.0311615 | val_loss: 0.0311727 | Time: 2024.83 ms [2020-12-21 02:44:38 main:581] : INFO : Epoch 922 | loss: 0.0311611 | val_loss: 0.0311703 | Time: 2025.21 ms [2020-12-21 02:44:40 main:581] : INFO : Epoch 923 | loss: 0.0311614 | val_loss: 0.0311759 | Time: 2022.99 ms [2020-12-21 02:44:42 main:581] : INFO : Epoch 924 | loss: 0.0311658 | val_loss: 0.0311733 | Time: 2026.34 ms [2020-12-21 02:44:44 main:581] : INFO : Epoch 925 | loss: 0.0311636 | val_loss: 0.0311778 | Time: 2015.69 ms [2020-12-21 02:44:46 main:581] : INFO : Epoch 926 | loss: 0.0311649 | val_loss: 0.0311742 | Time: 2016.71 ms [2020-12-21 02:44:48 main:581] : INFO : Epoch 927 | loss: 0.0311639 | val_loss: 0.0311739 | Time: 2034.24 ms [2020-12-21 02:44:50 main:581] : INFO : Epoch 928 | loss: 0.0311631 | val_loss: 0.0311738 | Time: 2027 ms [2020-12-21 02:44:52 main:581] : INFO : Epoch 929 | loss: 0.0311638 | val_loss: 0.0311767 | Time: 2028.72 ms [2020-12-21 02:44:54 main:581] : INFO : Epoch 930 | loss: 0.0311641 | val_loss: 0.0311745 | Time: 2031.13 ms [2020-12-21 02:44:56 main:581] : INFO : Epoch 931 | loss: 0.0311627 | val_loss: 0.0311739 | Time: 2026.25 ms [2020-12-21 02:44:58 main:581] : INFO : Epoch 932 | loss: 0.0311615 | val_loss: 0.0311738 | Time: 2026.58 ms [2020-12-21 02:45:00 main:581] : INFO : Epoch 933 | loss: 0.0311612 | val_loss: 0.0311739 | Time: 2028.02 ms [2020-12-21 02:45:02 main:581] : INFO : Epoch 934 | loss: 0.0311623 | val_loss: 0.0311737 | Time: 2027.86 ms [2020-12-21 02:45:04 main:581] : INFO : Epoch 935 | loss: 0.0311609 | val_loss: 0.0311733 | Time: 2027.74 ms [2020-12-21 02:45:06 main:581] : INFO : Epoch 936 | loss: 0.0311612 | val_loss: 0.0311727 | Time: 2041.16 ms [2020-12-21 02:45:08 main:581] : INFO : Epoch 937 | loss: 0.0311616 | val_loss: 0.0311746 | Time: 2032.05 ms [2020-12-21 02:45:10 main:581] : INFO : Epoch 938 | loss: 0.0311623 | val_loss: 0.0311762 | Time: 2030.08 ms [2020-12-21 02:45:12 main:581] : INFO : Epoch 939 | loss: 0.0311625 | val_loss: 0.0311746 | Time: 2029.48 ms [2020-12-21 02:45:14 main:581] : INFO : Epoch 940 | loss: 0.0311623 | val_loss: 0.0311831 | Time: 2034.31 ms [2020-12-21 02:45:16 main:581] : INFO : Epoch 941 | loss: 0.0311618 | val_loss: 0.0311732 | Time: 2019.79 ms [2020-12-21 02:45:18 main:581] : INFO : Epoch 942 | loss: 0.0311597 | val_loss: 0.0311736 | Time: 2029.26 ms [2020-12-21 02:45:20 main:581] : INFO : Epoch 943 | loss: 0.0311612 | val_loss: 0.0311754 | Time: 2030.5 ms [2020-12-21 02:45:22 main:581] : INFO : Epoch 944 | loss: 0.0311597 | val_loss: 0.0311755 | Time: 2026.32 ms [2020-12-21 02:45:24 main:581] : INFO : Epoch 945 | loss: 0.0311626 | val_loss: 0.0311803 | Time: 2023.38 ms [2020-12-21 02:45:26 main:581] : INFO : Epoch 946 | loss: 0.0311612 | val_loss: 0.0311772 | Time: 2022.34 ms [2020-12-21 02:45:28 main:581] : INFO : Epoch 947 | loss: 0.0311615 | val_loss: 0.0311752 | Time: 2030.51 ms [2020-12-21 02:45:30 main:581] : INFO : Epoch 948 | loss: 0.0311613 | val_loss: 0.0311754 | Time: 2026.75 ms [2020-12-21 02:45:32 main:581] : INFO : Epoch 949 | loss: 0.0311623 | val_loss: 0.0311734 | Time: 2017.27 ms [2020-12-21 02:45:34 main:581] : INFO : Epoch 950 | loss: 0.0311627 | val_loss: 0.0311752 | Time: 2022.13 ms [2020-12-21 02:45:36 main:581] : INFO : Epoch 951 | loss: 0.0311616 | val_loss: 0.0311767 | Time: 2027.53 ms [2020-12-21 02:45:38 main:581] : INFO : Epoch 952 | loss: 0.0311615 | val_loss: 0.0311729 | Time: 2030.02 ms [2020-12-21 02:45:40 main:581] : INFO : Epoch 953 | loss: 0.0311599 | val_loss: 0.0311748 | Time: 2030.03 ms [2020-12-21 02:45:42 main:581] : INFO : Epoch 954 | loss: 0.0311611 | val_loss: 0.0311737 | Time: 2026.53 ms [2020-12-21 02:45:45 main:581] : INFO : Epoch 955 | loss: 0.031159 | val_loss: 0.0311755 | Time: 2029.67 ms [2020-12-21 02:45:47 main:581] : INFO : Epoch 956 | loss: 0.0311599 | val_loss: 0.0311758 | Time: 2024.31 ms [2020-12-21 02:45:49 main:581] : INFO : Epoch 957 | loss: 0.0311603 | val_loss: 0.0311722 | Time: 2026.19 ms [2020-12-21 02:45:51 main:581] : INFO : Epoch 958 | loss: 0.0311589 | val_loss: 0.0311738 | Time: 2022.3 ms [2020-12-21 02:45:53 main:581] : INFO : Epoch 959 | loss: 0.03116 | val_loss: 0.0311742 | Time: 2025.43 ms [2020-12-21 02:45:55 main:581] : INFO : Epoch 960 | loss: 0.0311605 | val_loss: 0.0311756 | Time: 2023.58 ms [2020-12-21 02:45:57 main:581] : INFO : Epoch 961 | loss: 0.0311613 | val_loss: 0.0311851 | Time: 2025.56 ms [2020-12-21 02:45:59 main:581] : INFO : Epoch 962 | loss: 0.0311604 | val_loss: 0.031174 | Time: 2021.5 ms [2020-12-21 02:46:01 main:581] : INFO : Epoch 963 | loss: 0.0311613 | val_loss: 0.0311769 | Time: 2023.02 ms [2020-12-21 02:46:03 main:581] : INFO : Epoch 964 | loss: 0.0311626 | val_loss: 0.0311747 | Time: 2012.05 ms [2020-12-21 02:46:05 main:581] : INFO : Epoch 965 | loss: 0.0311615 | val_loss: 0.0311729 | Time: 2021.32 ms [2020-12-21 02:46:07 main:581] : INFO : Epoch 966 | loss: 0.0311613 | val_loss: 0.0311786 | Time: 2023.96 ms [2020-12-21 02:46:09 main:581] : INFO : Epoch 967 | loss: 0.0311641 | val_loss: 0.0311747 | Time: 2022.43 ms [2020-12-21 02:46:11 main:581] : INFO : Epoch 968 | loss: 0.0311664 | val_loss: 0.0311791 | Time: 2025.48 ms [2020-12-21 02:46:13 main:581] : INFO : Epoch 969 | loss: 0.0311652 | val_loss: 0.0311812 | Time: 2020.77 ms [2020-12-21 02:46:15 main:581] : INFO : Epoch 970 | loss: 0.0311677 | val_loss: 0.0311766 | Time: 2024.68 ms [2020-12-21 02:46:17 main:581] : INFO : Epoch 971 | loss: 0.0311621 | val_loss: 0.0311773 | Time: 2014.56 ms [2020-12-21 02:46:19 main:581] : INFO : Epoch 972 | loss: 0.0311616 | val_loss: 0.0311761 | Time: 2019.92 ms [2020-12-21 02:46:21 main:581] : INFO : Epoch 973 | loss: 0.0311618 | val_loss: 0.0311791 | Time: 2023.81 ms [2020-12-21 02:46:23 main:581] : INFO : Epoch 974 | loss: 0.0311632 | val_loss: 0.0311751 | Time: 2024.32 ms [2020-12-21 02:46:25 main:581] : INFO : Epoch 975 | loss: 0.0311629 | val_loss: 0.0311766 | Time: 2024.23 ms [2020-12-21 02:46:27 main:581] : INFO : Epoch 976 | loss: 0.0311631 | val_loss: 0.0311782 | Time: 2022.26 ms [2020-12-21 02:46:29 main:581] : INFO : Epoch 977 | loss: 0.0311639 | val_loss: 0.0311755 | Time: 2016.63 ms [2020-12-21 02:46:31 main:581] : INFO : Epoch 978 | loss: 0.0311625 | val_loss: 0.0311741 | Time: 2011.15 ms [2020-12-21 02:46:33 main:581] : INFO : Epoch 979 | loss: 0.0311625 | val_loss: 0.0311755 | Time: 2023.89 ms [2020-12-21 02:46:35 main:581] : INFO : Epoch 980 | loss: 0.0311625 | val_loss: 0.0311761 | Time: 2013.67 ms [2020-12-21 02:46:37 main:581] : INFO : Epoch 981 | loss: 0.0311636 | val_loss: 0.0311763 | Time: 2025.06 ms [2020-12-21 02:46:39 main:581] : INFO : Epoch 982 | loss: 0.0311638 | val_loss: 0.0311747 | Time: 2025.38 ms [2020-12-21 02:46:41 main:581] : INFO : Epoch 983 | loss: 0.0311646 | val_loss: 0.031179 | Time: 2022.56 ms [2020-12-21 02:46:43 main:581] : INFO : Epoch 984 | loss: 0.0311631 | val_loss: 0.0311795 | Time: 2023.96 ms [2020-12-21 02:46:45 main:581] : INFO : Epoch 985 | loss: 0.0311677 | val_loss: 0.0311863 | Time: 2013.21 ms [2020-12-21 02:46:47 main:581] : INFO : Epoch 986 | loss: 0.0311661 | val_loss: 0.031176 | Time: 2021.45 ms [2020-12-21 02:46:49 main:581] : INFO : Epoch 987 | loss: 0.0311656 | val_loss: 0.0311867 | Time: 2028.26 ms [2020-12-21 02:46:51 main:581] : INFO : Epoch 988 | loss: 0.0311645 | val_loss: 0.0311754 | Time: 2020.41 ms [2020-12-21 02:46:53 main:581] : INFO : Epoch 989 | loss: 0.0311622 | val_loss: 0.031177 | Time: 2033.43 ms [2020-12-21 02:46:55 main:581] : INFO : Epoch 990 | loss: 0.0311616 | val_loss: 0.0311752 | Time: 2022.48 ms [2020-12-21 02:46:57 main:581] : INFO : Epoch 991 | loss: 0.0311615 | val_loss: 0.0311763 | Time: 2024.49 ms [2020-12-21 02:46:59 main:581] : INFO : Epoch 992 | loss: 0.0311616 | val_loss: 0.0311775 | Time: 2023.42 ms [2020-12-21 02:47:01 main:581] : INFO : Epoch 993 | loss: 0.0311613 | val_loss: 0.0311791 | Time: 2024.2 ms [2020-12-21 02:47:03 main:581] : INFO : Epoch 994 | loss: 0.0311623 | val_loss: 0.0311771 | Time: 2026.02 ms [2020-12-21 02:47:05 main:581] : INFO : Epoch 995 | loss: 0.0311621 | val_loss: 0.0311749 | Time: 2022.79 ms [2020-12-21 02:47:07 main:581] : INFO : Epoch 996 | loss: 0.0311626 | val_loss: 0.0311753 | Time: 2020.3 ms [2020-12-21 02:47:09 main:581] : INFO : Epoch 997 | loss: 0.0311631 | val_loss: 0.0311759 | Time: 2023.12 ms [2020-12-21 02:47:11 main:581] : INFO : Epoch 998 | loss: 0.0311624 | val_loss: 0.0311755 | Time: 2024.07 ms [2020-12-21 02:47:14 main:581] : INFO : Epoch 999 | loss: 0.0311619 | val_loss: 0.0311765 | Time: 2021.85 ms [2020-12-21 02:47:16 main:581] : INFO : Epoch 1000 | loss: 0.0311643 | val_loss: 0.0311821 | Time: 2026.53 ms [2020-12-21 02:47:18 main:581] : INFO : Epoch 1001 | loss: 0.0311698 | val_loss: 0.0311877 | Time: 2014.72 ms [2020-12-21 02:47:20 main:581] : INFO : Epoch 1002 | loss: 0.0311686 | val_loss: 0.0311798 | Time: 2022.16 ms [2020-12-21 02:47:22 main:581] : INFO : Epoch 1003 | loss: 0.0311669 | val_loss: 0.0311788 | Time: 2024.08 ms [2020-12-21 02:47:24 main:581] : INFO : Epoch 1004 | loss: 0.0311644 | val_loss: 0.0311784 | Time: 2012.71 ms [2020-12-21 02:47:26 main:581] : INFO : Epoch 1005 | loss: 0.031163 | val_loss: 0.031176 | Time: 2024.21 ms [2020-12-21 02:47:28 main:581] : INFO : Epoch 1006 | loss: 0.0311631 | val_loss: 0.0311756 | Time: 2016.88 ms [2020-12-21 02:47:30 main:581] : INFO : Epoch 1007 | loss: 0.0311642 | val_loss: 0.0311819 | Time: 2020.16 ms [2020-12-21 02:47:32 main:581] : INFO : Epoch 1008 | loss: 0.031162 | val_loss: 0.031176 | Time: 2010.55 ms [2020-12-21 02:47:34 main:581] : INFO : Epoch 1009 | loss: 0.031162 | val_loss: 0.0311776 | Time: 2019.76 ms [2020-12-21 02:47:36 main:581] : INFO : Epoch 1010 | loss: 0.0311623 | val_loss: 0.03118 | Time: 2016.1 ms [2020-12-21 02:47:38 main:581] : INFO : Epoch 1011 | loss: 0.0311619 | val_loss: 0.0311772 | Time: 2008.58 ms [2020-12-21 02:47:40 main:581] : INFO : Epoch 1012 | loss: 0.0311613 | val_loss: 0.0311777 | Time: 2017.24 ms [2020-12-21 02:47:42 main:581] : INFO : Epoch 1013 | loss: 0.0311614 | val_loss: 0.0311779 | Time: 2016.95 ms [2020-12-21 02:47:44 main:581] : INFO : Epoch 1014 | loss: 0.0311628 | val_loss: 0.0311786 | Time: 2008.54 ms [2020-12-21 02:47:46 main:581] : INFO : Epoch 1015 | loss: 0.0311603 | val_loss: 0.0311782 | Time: 2005.99 ms [2020-12-21 02:47:48 main:581] : INFO : Epoch 1016 | loss: 0.0311616 | val_loss: 0.0311756 | Time: 2011.76 ms [2020-12-21 02:47:50 main:581] : INFO : Epoch 1017 | loss: 0.0311598 | val_loss: 0.0311769 | Time: 2005.85 ms [2020-12-21 02:47:52 main:581] : INFO : Epoch 1018 | loss: 0.0311605 | val_loss: 0.0311743 | Time: 2014.98 ms [2020-12-21 02:47:54 main:581] : INFO : Epoch 1019 | loss: 0.0311613 | val_loss: 0.0311739 | Time: 2005.33 ms [2020-12-21 02:47:56 main:581] : INFO : Epoch 1020 | loss: 0.0311605 | val_loss: 0.0311742 | Time: 2025.15 ms [2020-12-21 02:47:58 main:581] : INFO : Epoch 1021 | loss: 0.0311633 | val_loss: 0.0311822 | Time: 2017.58 ms [2020-12-21 02:48:00 main:581] : INFO : Epoch 1022 | loss: 0.0311629 | val_loss: 0.0311756 | Time: 2022.35 ms [2020-12-21 02:48:02 main:581] : INFO : Epoch 1023 | loss: 0.0311606 | val_loss: 0.0311769 | Time: 2013.08 ms [2020-12-21 02:48:04 main:581] : INFO : Epoch 1024 | loss: 0.0311622 | val_loss: 0.03118 | Time: 2009.4 ms [2020-12-21 02:48:04 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.03118 [2020-12-21 02:48:04 main:610] : INFO : Saving end state to config to file [2020-12-21 02:48:04 main:615] : INFO : Success, exiting.. 02:48:04 (3234069): 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)