Task 3362117
| Name | ParityMachine-1605454675-9178-11_0 |
| Workunit | 1622102 |
| Created | 19 Dec 2020, 22:58:39 UTC |
| Sent | 20 Dec 2020, 20:43:58 UTC |
| Report deadline | 27 Dec 2020, 20:43:58 UTC |
| Received | 21 Dec 2020, 10:32:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 38 sec |
| CPU time | 34 min 34 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 | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.031156 | val_loss: 0.0311801 | Time: 2023.16 ms
[2020-12-21 04:48:49 main:581] : INFO : Epoch 511 | loss: 0.0311576 | val_loss: 0.0311783 | Time: 2014.69 ms
[2020-12-21 04:48:51 main:581] : INFO : Epoch 512 | loss: 0.031162 | val_loss: 0.0311824 | Time: 2023.4 ms
[2020-12-21 04:48:53 main:581] : INFO : Epoch 513 | loss: 0.0311619 | val_loss: 0.0311787 | Time: 2022.93 ms
[2020-12-21 04:48:55 main:581] : INFO : Epoch 514 | loss: 0.0311604 | val_loss: 0.0311832 | Time: 2014.14 ms
[2020-12-21 04:48:57 main:581] : INFO : Epoch 515 | loss: 0.0311575 | val_loss: 0.0311779 | Time: 2023.65 ms
[2020-12-21 04:48:59 main:581] : INFO : Epoch 516 | loss: 0.0311558 | val_loss: 0.0311767 | Time: 2019.07 ms
[2020-12-21 04:49:01 main:581] : INFO : Epoch 517 | loss: 0.0311552 | val_loss: 0.03118 | Time: 2019.23 ms
[2020-12-21 04:49:04 main:581] : INFO : Epoch 518 | loss: 0.0311549 | val_loss: 0.0311769 | Time: 2015.29 ms
[2020-12-21 04:49:06 main:581] : INFO : Epoch 519 | loss: 0.0311552 | val_loss: 0.0311764 | Time: 2020.6 ms
[2020-12-21 04:49:08 main:581] : INFO : Epoch 520 | loss: 0.0311571 | val_loss: 0.0311761 | Time: 2021.77 ms
[2020-12-21 04:49:10 main:581] : INFO : Epoch 521 | loss: 0.031155 | val_loss: 0.0311778 | Time: 2014.9 ms
[2020-12-21 04:49:12 main:581] : INFO : Epoch 522 | loss: 0.0311536 | val_loss: 0.0311776 | Time: 2039.66 ms
[2020-12-21 04:49:14 main:581] : INFO : Epoch 523 | loss: 0.0311522 | val_loss: 0.0311787 | Time: 2014.42 ms
[2020-12-21 04:49:16 main:581] : INFO : Epoch 524 | loss: 0.0311533 | val_loss: 0.031176 | Time: 2019.08 ms
[2020-12-21 04:49:18 main:581] : INFO : Epoch 525 | loss: 0.0311535 | val_loss: 0.0311766 | Time: 2031.79 ms
[2020-12-21 04:49:20 main:581] : INFO : Epoch 526 | loss: 0.0311532 | val_loss: 0.0311834 | Time: 2020.93 ms
[2020-12-21 04:49:22 main:581] : INFO : Epoch 527 | loss: 0.0311534 | val_loss: 0.0311771 | Time: 2020.24 ms
[2020-12-21 04:49:24 main:581] : INFO : Epoch 528 | loss: 0.0311557 | val_loss: 0.0311747 | Time: 2028.39 ms
[2020-12-21 04:49:26 main:581] : INFO : Epoch 529 | loss: 0.0311534 | val_loss: 0.0311778 | Time: 2015.84 ms
[2020-12-21 04:49:28 main:581] : INFO : Epoch 530 | loss: 0.0311524 | val_loss: 0.031177 | Time: 2022.04 ms
[2020-12-21 04:49:30 main:581] : INFO : Epoch 531 | loss: 0.0311525 | val_loss: 0.031182 | Time: 2019.05 ms
[2020-12-21 04:49:32 main:581] : INFO : Epoch 532 | loss: 0.0311539 | val_loss: 0.0311825 | Time: 2029.92 ms
[2020-12-21 04:49:34 main:581] : INFO : Epoch 533 | loss: 0.0311538 | val_loss: 0.0311782 | Time: 2022.79 ms
[2020-12-21 04:49:36 main:581] : INFO : Epoch 534 | loss: 0.0311544 | val_loss: 0.0311783 | Time: 2021.74 ms
[2020-12-21 04:49:38 main:581] : INFO : Epoch 535 | loss: 0.0311556 | val_loss: 0.0311823 | Time: 2018.04 ms
[2020-12-21 04:49:40 main:581] : INFO : Epoch 536 | loss: 0.0311543 | val_loss: 0.0311787 | Time: 2028.73 ms
[2020-12-21 04:49:42 main:581] : INFO : Epoch 537 | loss: 0.0311536 | val_loss: 0.0311743 | Time: 2017.5 ms
[2020-12-21 04:49:44 main:581] : INFO : Epoch 538 | loss: 0.0311534 | val_loss: 0.0311795 | Time: 2019.4 ms
[2020-12-21 04:49:46 main:581] : INFO : Epoch 539 | loss: 0.0311536 | val_loss: 0.0311839 | Time: 2019.75 ms
[2020-12-21 04:49:48 main:581] : INFO : Epoch 540 | loss: 0.0311521 | val_loss: 0.0311778 | Time: 2021.23 ms
[2020-12-21 04:49:50 main:581] : INFO : Epoch 541 | loss: 0.0311515 | val_loss: 0.031176 | Time: 2018.79 ms
[2020-12-21 04:49:52 main:581] : INFO : Epoch 542 | loss: 0.0311511 | val_loss: 0.0311755 | Time: 2018.85 ms
[2020-12-21 04:49:54 main:581] : INFO : Epoch 543 | loss: 0.0311518 | val_loss: 0.0311754 | Time: 2016.42 ms
[2020-12-21 04:49:56 main:581] : INFO : Epoch 544 | loss: 0.0311527 | val_loss: 0.0311807 | Time: 2016.3 ms
[2020-12-21 04:49:58 main:581] : INFO : Epoch 545 | loss: 0.0311542 | val_loss: 0.0311807 | Time: 2012.19 ms
[2020-12-21 04:50:00 main:581] : INFO : Epoch 546 | loss: 0.0311517 | val_loss: 0.0311761 | Time: 2023.89 ms
[2020-12-21 04:50:02 main:581] : INFO : Epoch 547 | loss: 0.0311519 | val_loss: 0.0311815 | Time: 2019.75 ms
[2020-12-21 04:50:04 main:581] : INFO : Epoch 548 | loss: 0.031151 | val_loss: 0.0311845 | Time: 2019.54 ms
[2020-12-21 04:50:06 main:581] : INFO : Epoch 549 | loss: 0.0311513 | val_loss: 0.0311763 | Time: 2020.38 ms
[2020-12-21 04:50:08 main:581] : INFO : Epoch 550 | loss: 0.0311506 | val_loss: 0.0311752 | Time: 2016.88 ms
[2020-12-21 04:50:10 main:581] : INFO : Epoch 551 | loss: 0.0311518 | val_loss: 0.0311759 | Time: 2014.27 ms
[2020-12-21 04:50:12 main:581] : INFO : Epoch 552 | loss: 0.031153 | val_loss: 0.0311771 | Time: 2017.58 ms
[2020-12-21 04:50:14 main:581] : INFO : Epoch 553 | loss: 0.0311551 | val_loss: 0.0311778 | Time: 2017.1 ms
[2020-12-21 04:50:16 main:581] : INFO : Epoch 554 | loss: 0.0311533 | val_loss: 0.0311795 | Time: 2018.61 ms
[2020-12-21 04:50:18 main:581] : INFO : Epoch 555 | loss: 0.0311531 | val_loss: 0.0311786 | Time: 2024.44 ms
[2020-12-21 04:50:20 main:581] : INFO : Epoch 556 | loss: 0.0311521 | val_loss: 0.0311794 | Time: 2024.65 ms
[2020-12-21 04:50:22 main:581] : INFO : Epoch 557 | loss: 0.0311545 | val_loss: 0.0311772 | Time: 2021.52 ms
[2020-12-21 04:50:24 main:581] : INFO : Epoch 558 | loss: 0.0311536 | val_loss: 0.0311782 | Time: 2018.39 ms
[2020-12-21 04:50:26 main:581] : INFO : Epoch 559 | loss: 0.0311536 | val_loss: 0.0311782 | Time: 2004.71 ms
[2020-12-21 04:50:28 main:581] : INFO : Epoch 560 | loss: 0.0311531 | val_loss: 0.0311815 | Time: 2019.86 ms
[2020-12-21 04:50:30 main:581] : INFO : Epoch 561 | loss: 0.0311547 | val_loss: 0.0311779 | Time: 2016.65 ms
[2020-12-21 04:50:32 main:581] : INFO : Epoch 562 | loss: 0.0311545 | val_loss: 0.0311797 | Time: 2017.83 ms
[2020-12-21 04:50:34 main:581] : INFO : Epoch 563 | loss: 0.031155 | val_loss: 0.0311795 | Time: 2018.54 ms
[2020-12-21 04:50:36 main:581] : INFO : Epoch 564 | loss: 0.0311564 | val_loss: 0.0311824 | Time: 2013.04 ms
[2020-12-21 04:50:38 main:581] : INFO : Epoch 565 | loss: 0.0311552 | val_loss: 0.0311818 | Time: 2019.76 ms
[2020-12-21 04:50:40 main:581] : INFO : Epoch 566 | loss: 0.031153 | val_loss: 0.0311785 | Time: 2020.5 ms
[2020-12-21 04:50:42 main:581] : INFO : Epoch 567 | loss: 0.0311559 | val_loss: 0.0311762 | Time: 2020.52 ms
[2020-12-21 04:50:45 main:581] : INFO : Epoch 568 | loss: 0.0311547 | val_loss: 0.0311792 | Time: 2014.64 ms
[2020-12-21 04:50:47 main:581] : INFO : Epoch 569 | loss: 0.0311533 | val_loss: 0.0311863 | Time: 2021.82 ms
[2020-12-21 04:50:49 main:581] : INFO : Epoch 570 | loss: 0.0311539 | val_loss: 0.0311817 | Time: 2014.27 ms
[2020-12-21 04:50:51 main:581] : INFO : Epoch 571 | loss: 0.031154 | val_loss: 0.0311792 | Time: 2019.97 ms
[2020-12-21 04:50:53 main:581] : INFO : Epoch 572 | loss: 0.0311542 | val_loss: 0.0311808 | Time: 2017.34 ms
[2020-12-21 04:50:55 main:581] : INFO : Epoch 573 | loss: 0.0311534 | val_loss: 0.0311866 | Time: 2020.9 ms
[2020-12-21 04:50:57 main:581] : INFO : Epoch 574 | loss: 0.0311541 | val_loss: 0.0311813 | Time: 2018.71 ms
[2020-12-21 04:50:59 main:581] : INFO : Epoch 575 | loss: 0.0311524 | val_loss: 0.031181 | Time: 2013.06 ms
[2020-12-21 04:51:01 main:581] : INFO : Epoch 576 | loss: 0.031152 | val_loss: 0.0311878 | Time: 2027.36 ms
[2020-12-21 04:51:03 main:581] : INFO : Epoch 577 | loss: 0.031153 | val_loss: 0.0311819 | Time: 2023.03 ms
[2020-12-21 04:51:05 main:581] : INFO : Epoch 578 | loss: 0.0311537 | val_loss: 0.0311794 | Time: 2021.17 ms
[2020-12-21 04:51:07 main:581] : INFO : Epoch 579 | loss: 0.0311549 | val_loss: 0.0311801 | Time: 2023.55 ms
[2020-12-21 04:51:09 main:581] : INFO : Epoch 580 | loss: 0.0311536 | val_loss: 0.0311774 | Time: 2010.26 ms
[2020-12-21 04:51:11 main:581] : INFO : Epoch 581 | loss: 0.0311531 | val_loss: 0.0311776 | Time: 2019.91 ms
[2020-12-21 04:51:13 main:581] : INFO : Epoch 582 | loss: 0.0311545 | val_loss: 0.0311782 | Time: 2022.59 ms
[2020-12-21 04:51:15 main:581] : INFO : Epoch 583 | loss: 0.0311556 | val_loss: 0.0311845 | Time: 2025.91 ms
[2020-12-21 04:51:17 main:581] : INFO : Epoch 584 | loss: 0.0311544 | val_loss: 0.0311833 | Time: 2022.49 ms
[2020-12-21 04:51:19 main:581] : INFO : Epoch 585 | loss: 0.0311525 | val_loss: 0.0311781 | Time: 2021.51 ms
[2020-12-21 04:51:21 main:581] : INFO : Epoch 586 | loss: 0.0311539 | val_loss: 0.03118 | Time: 2027.93 ms
[2020-12-21 04:51:23 main:581] : INFO : Epoch 587 | loss: 0.0311518 | val_loss: 0.0311885 | Time: 2013.53 ms
[2020-12-21 04:51:25 main:581] : INFO : Epoch 588 | loss: 0.0311542 | val_loss: 0.0311843 | Time: 2021.49 ms
[2020-12-21 04:51:27 main:581] : INFO : Epoch 589 | loss: 0.031154 | val_loss: 0.031177 | Time: 2031.73 ms
[2020-12-21 04:51:29 main:581] : INFO : Epoch 590 | loss: 0.0311549 | val_loss: 0.031178 | Time: 2021.9 ms
[2020-12-21 04:51:31 main:581] : INFO : Epoch 591 | loss: 0.0311563 | val_loss: 0.0311777 | Time: 2005.38 ms
[2020-12-21 04:51:33 main:581] : INFO : Epoch 592 | loss: 0.0311561 | val_loss: 0.031181 | Time: 2020.54 ms
[2020-12-21 04:51:35 main:581] : INFO : Epoch 593 | loss: 0.0311558 | val_loss: 0.031178 | Time: 2025 ms
[2020-12-21 04:51:37 main:581] : INFO : Epoch 594 | loss: 0.0311542 | val_loss: 0.0311833 | Time: 2022.03 ms
[2020-12-21 04:51:39 main:581] : INFO : Epoch 595 | loss: 0.0311609 | val_loss: 0.0311832 | Time: 2022.52 ms
[2020-12-21 04:51:41 main:581] : INFO : Epoch 596 | loss: 0.0311593 | val_loss: 0.031183 | Time: 2026.37 ms
[2020-12-21 04:51:43 main:581] : INFO : Epoch 597 | loss: 0.0311598 | val_loss: 0.0311782 | Time: 2016.32 ms
[2020-12-21 04:51:45 main:581] : INFO : Epoch 598 | loss: 0.0311604 | val_loss: 0.0311899 | Time: 2024.07 ms
[2020-12-21 04:51:47 main:581] : INFO : Epoch 599 | loss: 0.0311601 | val_loss: 0.0311806 | Time: 2023.71 ms
[2020-12-21 04:51:49 main:581] : INFO : Epoch 600 | loss: 0.0311601 | val_loss: 0.0311799 | Time: 2022.47 ms
[2020-12-21 04:51:51 main:581] : INFO : Epoch 601 | loss: 0.0311596 | val_loss: 0.0311849 | Time: 2023.23 ms
[2020-12-21 04:51:53 main:581] : INFO : Epoch 602 | loss: 0.0311577 | val_loss: 0.0311832 | Time: 2024.67 ms
[2020-12-21 04:51:55 main:581] : INFO : Epoch 603 | loss: 0.0311569 | val_loss: 0.0311822 | Time: 2017.42 ms
[2020-12-21 04:51:57 main:581] : INFO : Epoch 604 | loss: 0.031157 | val_loss: 0.0311898 | Time: 2033.94 ms
[2020-12-21 04:51:59 main:581] : INFO : Epoch 605 | loss: 0.0311572 | val_loss: 0.0311808 | Time: 2021.65 ms
[2020-12-21 04:52:01 main:581] : INFO : Epoch 606 | loss: 0.0311561 | val_loss: 0.0311799 | Time: 2012.46 ms
[2020-12-21 04:52:03 main:581] : INFO : Epoch 607 | loss: 0.0311563 | val_loss: 0.0311804 | Time: 2024.14 ms
[2020-12-21 04:52:05 main:581] : INFO : Epoch 608 | loss: 0.0311576 | val_loss: 0.0311872 | Time: 2033.38 ms
[2020-12-21 04:52:07 main:581] : INFO : Epoch 609 | loss: 0.0311582 | val_loss: 0.0311837 | Time: 2013.32 ms
[2020-12-21 04:52:09 main:581] : INFO : Epoch 610 | loss: 0.0311577 | val_loss: 0.0311858 | Time: 2020.88 ms
[2020-12-21 04:52:11 main:581] : INFO : Epoch 611 | loss: 0.0311562 | val_loss: 0.03118 | Time: 2021.09 ms
[2020-12-21 04:52:13 main:581] : INFO : Epoch 612 | loss: 0.0311573 | val_loss: 0.0311794 | Time: 2029.23 ms
[2020-12-21 04:52:15 main:581] : INFO : Epoch 613 | loss: 0.0311569 | val_loss: 0.0311837 | Time: 2018.27 ms
[2020-12-21 04:52:17 main:581] : INFO : Epoch 614 | loss: 0.0311558 | val_loss: 0.0311791 | Time: 2019.7 ms
[2020-12-21 04:52:20 main:581] : INFO : Epoch 615 | loss: 0.0311582 | val_loss: 0.0311819 | Time: 2023.05 ms
[2020-12-21 04:52:22 main:581] : INFO : Epoch 616 | loss: 0.0311573 | val_loss: 0.0311795 | Time: 2013.99 ms
[2020-12-21 04:52:24 main:581] : INFO : Epoch 617 | loss: 0.0311553 | val_loss: 0.0311846 | Time: 2015.79 ms
[2020-12-21 04:52:26 main:581] : INFO : Epoch 618 | loss: 0.0311544 | val_loss: 0.0311824 | Time: 2015.68 ms
[2020-12-21 04:52:28 main:581] : INFO : Epoch 619 | loss: 0.0311543 | val_loss: 0.031181 | Time: 2023.24 ms
[2020-12-21 04:52:30 main:581] : INFO : Epoch 620 | loss: 0.0311549 | val_loss: 0.0311822 | Time: 2012.59 ms
[2020-12-21 04:52:32 main:581] : INFO : Epoch 621 | loss: 0.0311541 | val_loss: 0.0311847 | Time: 2011.6 ms
[2020-12-21 04:52:34 main:581] : INFO : Epoch 622 | loss: 0.0311548 | val_loss: 0.0311805 | Time: 2021.3 ms
[2020-12-21 04:52:36 main:581] : INFO : Epoch 623 | loss: 0.031155 | val_loss: 0.0311795 | Time: 2016.58 ms
[2020-12-21 04:52:38 main:581] : INFO : Epoch 624 | loss: 0.031154 | val_loss: 0.0311807 | Time: 2014.59 ms
[2020-12-21 04:52:40 main:581] : INFO : Epoch 625 | loss: 0.0311537 | val_loss: 0.0311809 | Time: 2013.12 ms
[2020-12-21 04:52:42 main:581] : INFO : Epoch 626 | loss: 0.0311543 | val_loss: 0.0311819 | Time: 2016.35 ms
[2020-12-21 04:52:44 main:581] : INFO : Epoch 627 | loss: 0.0311548 | val_loss: 0.0311771 | Time: 2018.62 ms
[2020-12-21 04:52:46 main:581] : INFO : Epoch 628 | loss: 0.0311576 | val_loss: 0.0311782 | Time: 2020.99 ms
[2020-12-21 04:52:48 main:581] : INFO : Epoch 629 | loss: 0.0311596 | val_loss: 0.0311787 | Time: 2021.84 ms
[2020-12-21 04:52:50 main:581] : INFO : Epoch 630 | loss: 0.0311604 | val_loss: 0.0311782 | Time: 2012.52 ms
[2020-12-21 04:52:52 main:581] : INFO : Epoch 631 | loss: 0.0311585 | val_loss: 0.0311797 | Time: 2024.01 ms
[2020-12-21 04:52:54 main:581] : INFO : Epoch 632 | loss: 0.0311585 | val_loss: 0.031179 | Time: 2019.43 ms
[2020-12-21 04:52:56 main:581] : INFO : Epoch 633 | loss: 0.0311575 | val_loss: 0.031181 | Time: 2009.63 ms
[2020-12-21 04:52:58 main:581] : INFO : Epoch 634 | loss: 0.0311589 | val_loss: 0.0311842 | Time: 2026 ms
[2020-12-21 04:53:00 main:581] : INFO : Epoch 635 | loss: 0.0311604 | val_loss: 0.0311844 | Time: 2010.86 ms
[2020-12-21 04:53:02 main:581] : INFO : Epoch 636 | loss: 0.031161 | val_loss: 0.0311828 | Time: 2018.29 ms
[2020-12-21 04:53:04 main:581] : INFO : Epoch 637 | loss: 0.0311597 | val_loss: 0.0311815 | Time: 2016.52 ms
[2020-12-21 04:53:06 main:581] : INFO : Epoch 638 | loss: 0.0311591 | val_loss: 0.0311821 | Time: 2019.85 ms
[2020-12-21 04:53:08 main:581] : INFO : Epoch 639 | loss: 0.031161 | val_loss: 0.0311815 | Time: 2019.01 ms
[2020-12-21 04:53:10 main:581] : INFO : Epoch 640 | loss: 0.0311597 | val_loss: 0.0311809 | Time: 2021.05 ms
[2020-12-21 04:53:12 main:581] : INFO : Epoch 641 | loss: 0.0311588 | val_loss: 0.0311815 | Time: 2024.45 ms
[2020-12-21 04:53:14 main:581] : INFO : Epoch 642 | loss: 0.031162 | val_loss: 0.0311838 | Time: 2019.76 ms
[2020-12-21 04:53:16 main:581] : INFO : Epoch 643 | loss: 0.0311596 | val_loss: 0.0311803 | Time: 2011.26 ms
[2020-12-21 04:53:18 main:581] : INFO : Epoch 644 | loss: 0.0311602 | val_loss: 0.0311804 | Time: 2006.58 ms
[2020-12-21 04:53:20 main:581] : INFO : Epoch 645 | loss: 0.0311615 | val_loss: 0.0311798 | Time: 2024.82 ms
[2020-12-21 04:53:22 main:581] : INFO : Epoch 646 | loss: 0.0311606 | val_loss: 0.0311799 | Time: 2012.63 ms
[2020-12-21 04:53:24 main:581] : INFO : Epoch 647 | loss: 0.031161 | val_loss: 0.0311795 | Time: 2021.84 ms
[2020-12-21 04:53:26 main:581] : INFO : Epoch 648 | loss: 0.0311615 | val_loss: 0.03118 | Time: 2015.11 ms
[2020-12-21 04:53:28 main:581] : INFO : Epoch 649 | loss: 0.0311609 | val_loss: 0.0311823 | Time: 2026.66 ms
[2020-12-21 04:53:30 main:581] : INFO : Epoch 650 | loss: 0.0311609 | val_loss: 0.0311795 | Time: 2013.74 ms
[2020-12-21 04:53:32 main:581] : INFO : Epoch 651 | loss: 0.03116 | val_loss: 0.0311795 | Time: 2014.61 ms
[2020-12-21 04:53:34 main:581] : INFO : Epoch 652 | loss: 0.0311605 | val_loss: 0.0311793 | Time: 2014.81 ms
[2020-12-21 04:53:36 main:581] : INFO : Epoch 653 | loss: 0.0311597 | val_loss: 0.0311835 | Time: 2019.06 ms
[2020-12-21 04:53:38 main:581] : INFO : Epoch 654 | loss: 0.0311603 | val_loss: 0.0311805 | Time: 2016.31 ms
[2020-12-21 04:53:40 main:581] : INFO : Epoch 655 | loss: 0.0311603 | val_loss: 0.0311779 | Time: 2012.84 ms
[2020-12-21 04:53:42 main:581] : INFO : Epoch 656 | loss: 0.0311595 | val_loss: 0.0311782 | Time: 2021 ms
[2020-12-21 04:53:44 main:581] : INFO : Epoch 657 | loss: 0.0311587 | val_loss: 0.0311778 | Time: 2022.82 ms
[2020-12-21 04:53:46 main:581] : INFO : Epoch 658 | loss: 0.0311579 | val_loss: 0.0311754 | Time: 2018.22 ms
[2020-12-21 04:53:48 main:581] : INFO : Epoch 659 | loss: 0.03116 | val_loss: 0.0311799 | Time: 2011.75 ms
[2020-12-21 04:53:50 main:581] : INFO : Epoch 660 | loss: 0.0311585 | val_loss: 0.0311778 | Time: 2022.16 ms
[2020-12-21 04:53:52 main:581] : INFO : Epoch 661 | loss: 0.0311586 | val_loss: 0.0311776 | Time: 2009.5 ms
[2020-12-21 04:53:54 main:581] : INFO : Epoch 662 | loss: 0.0311603 | val_loss: 0.0311782 | Time: 2013.29 ms
[2020-12-21 04:53:56 main:581] : INFO : Epoch 663 | loss: 0.0311588 | val_loss: 0.0311786 | Time: 2018.04 ms
[2020-12-21 04:53:58 main:581] : INFO : Epoch 664 | loss: 0.0311574 | val_loss: 0.0311777 | Time: 2018.56 ms
[2020-12-21 04:54:00 main:581] : INFO : Epoch 665 | loss: 0.0311582 | val_loss: 0.0311782 | Time: 2023.08 ms
[2020-12-21 04:54:02 main:581] : INFO : Epoch 666 | loss: 0.0311579 | val_loss: 0.0311768 | Time: 2023.89 ms
[2020-12-21 04:54:04 main:581] : INFO : Epoch 667 | loss: 0.0311575 | val_loss: 0.0311813 | Time: 2014.77 ms
[2020-12-21 04:54:06 main:581] : INFO : Epoch 668 | loss: 0.0311588 | val_loss: 0.0311815 | Time: 2014.11 ms
[2020-12-21 04:54:08 main:581] : INFO : Epoch 669 | loss: 0.0311591 | val_loss: 0.0311774 | Time: 2028.7 ms
[2020-12-21 04:54:10 main:581] : INFO : Epoch 670 | loss: 0.0311598 | val_loss: 0.0311801 | Time: 2015.37 ms
[2020-12-21 04:54:13 main:581] : INFO : Epoch 671 | loss: 0.0311583 | val_loss: 0.031181 | Time: 2016.31 ms
[2020-12-21 04:54:15 main:581] : INFO : Epoch 672 | loss: 0.0311591 | val_loss: 0.0311777 | Time: 2023.34 ms
[2020-12-21 04:54:17 main:581] : INFO : Epoch 673 | loss: 0.0311581 | val_loss: 0.0311789 | Time: 2021.51 ms
[2020-12-21 04:54:19 main:581] : INFO : Epoch 674 | loss: 0.0311567 | val_loss: 0.0311788 | Time: 2016.21 ms
[2020-12-21 04:54:21 main:581] : INFO : Epoch 675 | loss: 0.031158 | val_loss: 0.0311799 | Time: 2022.4 ms
[2020-12-21 04:54:23 main:581] : INFO : Epoch 676 | loss: 0.0311566 | val_loss: 0.0311796 | Time: 2022.55 ms
[2020-12-21 04:54:25 main:581] : INFO : Epoch 677 | loss: 0.0311566 | val_loss: 0.0311788 | Time: 2027.67 ms
[2020-12-21 04:54:27 main:581] : INFO : Epoch 678 | loss: 0.031156 | val_loss: 0.0311814 | Time: 2021.75 ms
[2020-12-21 04:54:29 main:581] : INFO : Epoch 679 | loss: 0.031157 | val_loss: 0.0311803 | Time: 2023.37 ms
[2020-12-21 04:54:31 main:581] : INFO : Epoch 680 | loss: 0.0311572 | val_loss: 0.0311843 | Time: 2041.87 ms
[2020-12-21 04:54:33 main:581] : INFO : Epoch 681 | loss: 0.0311582 | val_loss: 0.0311813 | Time: 2013.64 ms
[2020-12-21 04:54:35 main:581] : INFO : Epoch 682 | loss: 0.0311581 | val_loss: 0.0311812 | Time: 2030.89 ms
[2020-12-21 04:54:37 main:581] : INFO : Epoch 683 | loss: 0.0311574 | val_loss: 0.0311777 | Time: 2017.73 ms
[2020-12-21 04:54:39 main:581] : INFO : Epoch 684 | loss: 0.0311578 | val_loss: 0.0311797 | Time: 2031.34 ms
[2020-12-21 04:54:41 main:581] : INFO : Epoch 685 | loss: 0.0311563 | val_loss: 0.0311799 | Time: 2019.47 ms
[2020-12-21 04:54:43 main:581] : INFO : Epoch 686 | loss: 0.0311557 | val_loss: 0.031186 | Time: 2022 ms
[2020-12-21 04:54:45 main:581] : INFO : Epoch 687 | loss: 0.0311561 | val_loss: 0.0311842 | Time: 2023.32 ms
[2020-12-21 04:54:47 main:581] : INFO : Epoch 688 | loss: 0.0311558 | val_loss: 0.0311817 | Time: 2019.82 ms
[2020-12-21 04:54:49 main:581] : INFO : Epoch 689 | loss: 0.0311613 | val_loss: 0.0311875 | Time: 2023.14 ms
[2020-12-21 04:54:51 main:581] : INFO : Epoch 690 | loss: 0.0311634 | val_loss: 0.0311824 | Time: 2025.79 ms
[2020-12-21 04:54:53 main:581] : INFO : Epoch 691 | loss: 0.0311616 | val_loss: 0.0311808 | Time: 2020.79 ms
[2020-12-21 04:54:55 main:581] : INFO : Epoch 692 | loss: 0.0311644 | val_loss: 0.0311902 | Time: 2021.26 ms
[2020-12-21 04:54:57 main:581] : INFO : Epoch 693 | loss: 0.0311642 | val_loss: 0.0311833 | Time: 2026.72 ms
[2020-12-21 04:54:59 main:581] : INFO : Epoch 694 | loss: 0.031161 | val_loss: 0.0311841 | Time: 2027.09 ms
[2020-12-21 04:55:01 main:581] : INFO : Epoch 695 | loss: 0.0311599 | val_loss: 0.0311854 | Time: 2019.52 ms
[2020-12-21 04:55:03 main:581] : INFO : Epoch 696 | loss: 0.0311599 | val_loss: 0.0311854 | Time: 2024.84 ms
[2020-12-21 04:55:05 main:581] : INFO : Epoch 697 | loss: 0.0311609 | val_loss: 0.0311801 | Time: 2027.01 ms
[2020-12-21 04:55:07 main:581] : INFO : Epoch 698 | loss: 0.0311632 | val_loss: 0.0311779 | Time: 2025.03 ms
[2020-12-21 04:55:09 main:581] : INFO : Epoch 699 | loss: 0.0311637 | val_loss: 0.0311838 | Time: 2020.09 ms
[2020-12-21 04:55:11 main:581] : INFO : Epoch 700 | loss: 0.0311612 | val_loss: 0.031179 | Time: 2036.77 ms
[2020-12-21 04:55:13 main:581] : INFO : Epoch 701 | loss: 0.0311613 | val_loss: 0.0311783 | Time: 2031.87 ms
[2020-12-21 04:55:15 main:581] : INFO : Epoch 702 | loss: 0.0311605 | val_loss: 0.0311839 | Time: 2025 ms
[2020-12-21 04:55:17 main:581] : INFO : Epoch 703 | loss: 0.0311605 | val_loss: 0.0311816 | Time: 2022.77 ms
[2020-12-21 04:55:19 main:581] : INFO : Epoch 704 | loss: 0.0311614 | val_loss: 0.0311807 | Time: 2014.6 ms
[2020-12-21 04:55:21 main:581] : INFO : Epoch 705 | loss: 0.0311624 | val_loss: 0.0311808 | Time: 2025.37 ms
[2020-12-21 04:55:23 main:581] : INFO : Epoch 706 | loss: 0.0311607 | val_loss: 0.0311794 | Time: 2027.1 ms
[2020-12-21 04:55:25 main:581] : INFO : Epoch 707 | loss: 0.0311617 | val_loss: 0.0311778 | Time: 2019.87 ms
[2020-12-21 04:55:27 main:581] : INFO : Epoch 708 | loss: 0.0311616 | val_loss: 0.0311796 | Time: 2014.03 ms
[2020-12-21 04:55:29 main:581] : INFO : Epoch 709 | loss: 0.0311618 | val_loss: 0.0311829 | Time: 2031.5 ms
[2020-12-21 04:55:31 main:581] : INFO : Epoch 710 | loss: 0.0311611 | val_loss: 0.0311797 | Time: 2019.22 ms
[2020-12-21 04:55:33 main:581] : INFO : Epoch 711 | loss: 0.0311615 | val_loss: 0.0311785 | Time: 2023.52 ms
[2020-12-21 04:55:35 main:581] : INFO : Epoch 712 | loss: 0.0311603 | val_loss: 0.0311781 | Time: 2020.43 ms
[2020-12-21 04:55:38 main:581] : INFO : Epoch 713 | loss: 0.0311608 | val_loss: 0.0311795 | Time: 2026.1 ms
[2020-12-21 04:55:40 main:581] : INFO : Epoch 714 | loss: 0.031159 | val_loss: 0.0311752 | Time: 2031.57 ms
[2020-12-21 04:55:42 main:581] : INFO : Epoch 715 | loss: 0.0311668 | val_loss: 0.0311799 | Time: 2024.02 ms
[2020-12-21 04:55:44 main:581] : INFO : Epoch 716 | loss: 0.0311694 | val_loss: 0.0311775 | Time: 2031.85 ms
[2020-12-21 04:55:46 main:581] : INFO : Epoch 717 | loss: 0.0311683 | val_loss: 0.0311762 | Time: 2016.88 ms
[2020-12-21 04:55:48 main:581] : INFO : Epoch 718 | loss: 0.0311671 | val_loss: 0.0311755 | Time: 2032.18 ms
[2020-12-21 04:55:50 main:581] : INFO : Epoch 719 | loss: 0.0311685 | val_loss: 0.0311815 | Time: 2018.54 ms
[2020-12-21 04:55:52 main:581] : INFO : Epoch 720 | loss: 0.0311687 | val_loss: 0.0311755 | Time: 2027.25 ms
[2020-12-21 04:55:54 main:581] : INFO : Epoch 721 | loss: 0.0311652 | val_loss: 0.031175 | Time: 2025.08 ms
[2020-12-21 04:55:56 main:581] : INFO : Epoch 722 | loss: 0.0311654 | val_loss: 0.0311743 | Time: 2018.32 ms
[2020-12-21 04:55:58 main:581] : INFO : Epoch 723 | loss: 0.0311643 | val_loss: 0.0311748 | Time: 2026.09 ms
[2020-12-21 04:56:00 main:581] : INFO : Epoch 724 | loss: 0.0311672 | val_loss: 0.0311789 | Time: 2016.23 ms
[2020-12-21 04:56:02 main:581] : INFO : Epoch 725 | loss: 0.0311649 | val_loss: 0.0311747 | Time: 2026.32 ms
[2020-12-21 04:56:04 main:581] : INFO : Epoch 726 | loss: 0.031165 | val_loss: 0.031176 | Time: 2033.54 ms
[2020-12-21 04:56:06 main:581] : INFO : Epoch 727 | loss: 0.0311651 | val_loss: 0.031175 | Time: 2016.47 ms
[2020-12-21 04:56:08 main:581] : INFO : Epoch 728 | loss: 0.031163 | val_loss: 0.0311738 | Time: 2022.27 ms
[2020-12-21 04:56:10 main:581] : INFO : Epoch 729 | loss: 0.031163 | val_loss: 0.0311734 | Time: 2024.95 ms
[2020-12-21 04:56:12 main:581] : INFO : Epoch 730 | loss: 0.0311614 | val_loss: 0.0311724 | Time: 2027.37 ms
[2020-12-21 04:56:14 main:581] : INFO : Epoch 731 | loss: 0.0311617 | val_loss: 0.0311765 | Time: 2024.62 ms
[2020-12-21 04:56:16 main:581] : INFO : Epoch 732 | loss: 0.0311627 | val_loss: 0.0311747 | Time: 2020.77 ms
[2020-12-21 04:56:18 main:581] : INFO : Epoch 733 | loss: 0.0311625 | val_loss: 0.0311776 | Time: 2023.7 ms
[2020-12-21 04:56:20 main:581] : INFO : Epoch 734 | loss: 0.031163 | val_loss: 0.0311728 | Time: 2021.69 ms
[2020-12-21 04:56:22 main:581] : INFO : Epoch 735 | loss: 0.0311608 | val_loss: 0.0311741 | Time: 2020.47 ms
[2020-12-21 04:56:24 main:581] : INFO : Epoch 736 | loss: 0.0311607 | val_loss: 0.0311731 | Time: 2027.56 ms
[2020-12-21 04:56:26 main:581] : INFO : Epoch 737 | loss: 0.0311618 | val_loss: 0.0311742 | Time: 2024.72 ms
[2020-12-21 04:56:28 main:581] : INFO : Epoch 738 | loss: 0.031164 | val_loss: 0.0311808 | Time: 2019.69 ms
[2020-12-21 04:56:30 main:581] : INFO : Epoch 739 | loss: 0.0311625 | val_loss: 0.0311751 | Time: 2035.31 ms
[2020-12-21 04:56:32 main:581] : INFO : Epoch 740 | loss: 0.0311623 | val_loss: 0.0311761 | Time: 2016.56 ms
[2020-12-21 04:56:34 main:581] : INFO : Epoch 741 | loss: 0.031161 | val_loss: 0.0311725 | Time: 2031.01 ms
[2020-12-21 04:56:36 main:581] : INFO : Epoch 742 | loss: 0.031161 | val_loss: 0.0311745 | Time: 2019.16 ms
[2020-12-21 04:56:38 main:581] : INFO : Epoch 743 | loss: 0.0311612 | val_loss: 0.0311751 | Time: 2032.08 ms
[2020-12-21 04:56:40 main:581] : INFO : Epoch 744 | loss: 0.0311611 | val_loss: 0.0311736 | Time: 2023.68 ms
[2020-12-21 04:56:42 main:581] : INFO : Epoch 745 | loss: 0.0311604 | val_loss: 0.0311739 | Time: 2020.76 ms
[2020-12-21 04:56:44 main:581] : INFO : Epoch 746 | loss: 0.0311602 | val_loss: 0.0311752 | Time: 2020.81 ms
[2020-12-21 04:56:46 main:581] : INFO : Epoch 747 | loss: 0.0311591 | val_loss: 0.031174 | Time: 2025.52 ms
[2020-12-21 04:56:48 main:581] : INFO : Epoch 748 | loss: 0.0311587 | val_loss: 0.0311746 | Time: 2026.23 ms
[2020-12-21 04:56:50 main:581] : INFO : Epoch 749 | loss: 0.0311591 | val_loss: 0.0311744 | Time: 2025.31 ms
[2020-12-21 04:56:52 main:581] : INFO : Epoch 750 | loss: 0.0311597 | val_loss: 0.0311736 | Time: 2021.44 ms
[2020-12-21 04:56:54 main:581] : INFO : Epoch 751 | loss: 0.031164 | val_loss: 0.0311769 | Time: 2023.06 ms
[2020-12-21 04:56:56 main:581] : INFO : Epoch 752 | loss: 0.0311604 | val_loss: 0.0311734 | Time: 2024.47 ms
[2020-12-21 04:56:58 main:581] : INFO : Epoch 753 | loss: 0.0311612 | val_loss: 0.0311768 | Time: 2016.5 ms
[2020-12-21 04:57:01 main:581] : INFO : Epoch 754 | loss: 0.0311606 | val_loss: 0.0311744 | Time: 2023.28 ms
[2020-12-21 04:57:03 main:581] : INFO : Epoch 755 | loss: 0.0311605 | val_loss: 0.0311782 | Time: 2016.31 ms
[2020-12-21 04:57:05 main:581] : INFO : Epoch 756 | loss: 0.0311606 | val_loss: 0.0311758 | Time: 2020.6 ms
[2020-12-21 04:57:07 main:581] : INFO : Epoch 757 | loss: 0.0311607 | val_loss: 0.0311745 | Time: 2022.33 ms
[2020-12-21 04:57:09 main:581] : INFO : Epoch 758 | loss: 0.0311586 | val_loss: 0.0311753 | Time: 2022.76 ms
[2020-12-21 04:57:11 main:581] : INFO : Epoch 759 | loss: 0.0311589 | val_loss: 0.0311751 | Time: 2023.45 ms
[2020-12-21 04:57:13 main:581] : INFO : Epoch 760 | loss: 0.031159 | val_loss: 0.0311726 | Time: 2016.74 ms
[2020-12-21 04:57:15 main:581] : INFO : Epoch 761 | loss: 0.0311594 | val_loss: 0.0311727 | Time: 2020.3 ms
[2020-12-21 04:57:17 main:581] : INFO : Epoch 762 | loss: 0.0311579 | val_loss: 0.0311746 | Time: 2024.01 ms
[2020-12-21 04:57:19 main:581] : INFO : Epoch 763 | loss: 0.0311584 | val_loss: 0.0311744 | Time: 2016.57 ms
[2020-12-21 04:57:21 main:581] : INFO : Epoch 764 | loss: 0.0311581 | val_loss: 0.0311751 | Time: 2020.05 ms
[2020-12-21 04:57:23 main:581] : INFO : Epoch 765 | loss: 0.031158 | val_loss: 0.0311732 | Time: 2026.33 ms
[2020-12-21 04:57:25 main:581] : INFO : Epoch 766 | loss: 0.0311576 | val_loss: 0.0311733 | Time: 2018.82 ms
[2020-12-21 04:57:27 main:581] : INFO : Epoch 767 | loss: 0.0311578 | val_loss: 0.0311736 | Time: 2032.97 ms
[2020-12-21 04:57:29 main:581] : INFO : Epoch 768 | loss: 0.0311581 | val_loss: 0.0311741 | Time: 2030.15 ms
[2020-12-21 04:57:31 main:581] : INFO : Epoch 769 | loss: 0.0311585 | val_loss: 0.0311734 | Time: 2021.88 ms
[2020-12-21 04:57:33 main:581] : INFO : Epoch 770 | loss: 0.0311595 | val_loss: 0.0311734 | Time: 2024.07 ms
[2020-12-21 04:57:35 main:581] : INFO : Epoch 771 | loss: 0.0311581 | val_loss: 0.0311729 | Time: 2029.89 ms
[2020-12-21 04:57:37 main:581] : INFO : Epoch 772 | loss: 0.0311585 | val_loss: 0.0311797 | Time: 2029.45 ms
[2020-12-21 04:57:39 main:581] : INFO : Epoch 773 | loss: 0.0311618 | val_loss: 0.0311722 | Time: 2022.94 ms
[2020-12-21 04:57:41 main:581] : INFO : Epoch 774 | loss: 0.0311581 | val_loss: 0.0311749 | Time: 2012.91 ms
[2020-12-21 04:57:43 main:581] : INFO : Epoch 775 | loss: 0.0311575 | val_loss: 0.0311717 | Time: 2023.75 ms
[2020-12-21 04:57:45 main:581] : INFO : Epoch 776 | loss: 0.0311572 | val_loss: 0.0311757 | Time: 2023.07 ms
[2020-12-21 04:57:47 main:581] : INFO : Epoch 777 | loss: 0.031158 | val_loss: 0.0311731 | Time: 2015.62 ms
[2020-12-21 04:57:49 main:581] : INFO : Epoch 778 | loss: 0.0311577 | val_loss: 0.0311725 | Time: 2021.84 ms
[2020-12-21 04:57:51 main:581] : INFO : Epoch 779 | loss: 0.0311562 | val_loss: 0.0311737 | Time: 2034.41 ms
[2020-12-21 04:57:53 main:581] : INFO : Epoch 780 | loss: 0.0311566 | val_loss: 0.0311722 | Time: 2018.09 ms
[2020-12-21 04:57:55 main:581] : INFO : Epoch 781 | loss: 0.0311558 | val_loss: 0.0311729 | Time: 2026.98 ms
[2020-12-21 04:57:57 main:581] : INFO : Epoch 782 | loss: 0.031156 | val_loss: 0.0311736 | Time: 2025.03 ms
[2020-12-21 04:57:59 main:581] : INFO : Epoch 783 | loss: 0.0311559 | val_loss: 0.0311775 | Time: 2030.99 ms
[2020-12-21 04:58:01 main:581] : INFO : Epoch 784 | loss: 0.031157 | val_loss: 0.0311727 | Time: 2026.28 ms
[2020-12-21 04:58:03 main:581] : INFO : Epoch 785 | loss: 0.031156 | val_loss: 0.0311739 | Time: 2026.62 ms
[2020-12-21 04:58:05 main:581] : INFO : Epoch 786 | loss: 0.0311565 | val_loss: 0.0311723 | Time: 2022.24 ms
[2020-12-21 04:58:07 main:581] : INFO : Epoch 787 | loss: 0.0311562 | val_loss: 0.0311713 | Time: 2027.5 ms
[2020-12-21 04:58:09 main:581] : INFO : Epoch 788 | loss: 0.0311557 | val_loss: 0.0311721 | Time: 2022.88 ms
[2020-12-21 04:58:11 main:581] : INFO : Epoch 789 | loss: 0.0311563 | val_loss: 0.0311735 | Time: 2032.85 ms
[2020-12-21 04:58:13 main:581] : INFO : Epoch 790 | loss: 0.0311561 | val_loss: 0.0311751 | Time: 2027.02 ms
[2020-12-21 04:58:15 main:581] : INFO : Epoch 791 | loss: 0.0311564 | val_loss: 0.0311724 | Time: 2019.39 ms
[2020-12-21 04:58:17 main:581] : INFO : Epoch 792 | loss: 0.0311566 | val_loss: 0.031172 | Time: 2027.9 ms
[2020-12-21 04:58:19 main:581] : INFO : Epoch 793 | loss: 0.0311556 | val_loss: 0.0311715 | Time: 2026.96 ms
[2020-12-21 04:58:21 main:581] : INFO : Epoch 794 | loss: 0.0311554 | val_loss: 0.0311711 | Time: 2025.91 ms
[2020-12-21 04:58:24 main:581] : INFO : Epoch 795 | loss: 0.0311556 | val_loss: 0.0311758 | Time: 2021.81 ms
[2020-12-21 04:58:26 main:581] : INFO : Epoch 796 | loss: 0.0311555 | val_loss: 0.0311725 | Time: 2029.08 ms
[2020-12-21 04:58:28 main:581] : INFO : Epoch 797 | loss: 0.0311551 | val_loss: 0.0311733 | Time: 2018.34 ms
[2020-12-21 04:58:30 main:581] : INFO : Epoch 798 | loss: 0.0311554 | val_loss: 0.0311742 | Time: 2026.7 ms
[2020-12-21 04:58:32 main:581] : INFO : Epoch 799 | loss: 0.031155 | val_loss: 0.0311726 | Time: 2024.07 ms
[2020-12-21 04:58:34 main:581] : INFO : Epoch 800 | loss: 0.0311546 | val_loss: 0.0311784 | Time: 2017.4 ms
[2020-12-21 04:58:36 main:581] : INFO : Epoch 801 | loss: 0.0311553 | val_loss: 0.0311727 | Time: 2031.09 ms
[2020-12-21 04:58:38 main:581] : INFO : Epoch 802 | loss: 0.0311547 | val_loss: 0.0311744 | Time: 2025.58 ms
[2020-12-21 04:58:40 main:581] : INFO : Epoch 803 | loss: 0.0311544 | val_loss: 0.0311731 | Time: 2033.24 ms
[2020-12-21 04:58:42 main:581] : INFO : Epoch 804 | loss: 0.0311556 | val_loss: 0.0311721 | Time: 2025.39 ms
[2020-12-21 04:58:44 main:581] : INFO : Epoch 805 | loss: 0.0311568 | val_loss: 0.0311761 | Time: 2017.66 ms
[2020-12-21 04:58:46 main:581] : INFO : Epoch 806 | loss: 0.0311576 | val_loss: 0.0311739 | Time: 2018.69 ms
[2020-12-21 04:58:48 main:581] : INFO : Epoch 807 | loss: 0.0311557 | val_loss: 0.0311736 | Time: 2028.74 ms
[2020-12-21 04:58:50 main:581] : INFO : Epoch 808 | loss: 0.0311573 | val_loss: 0.0311746 | Time: 2034.39 ms
[2020-12-21 04:58:52 main:581] : INFO : Epoch 809 | loss: 0.0311582 | val_loss: 0.0311748 | Time: 2021.52 ms
[2020-12-21 04:58:54 main:581] : INFO : Epoch 810 | loss: 0.0311608 | val_loss: 0.0311757 | Time: 2032.14 ms
[2020-12-21 04:58:56 main:581] : INFO : Epoch 811 | loss: 0.0311586 | val_loss: 0.0311728 | Time: 2029.78 ms
[2020-12-21 04:58:58 main:581] : INFO : Epoch 812 | loss: 0.0311571 | val_loss: 0.0311704 | Time: 2025.66 ms
[2020-12-21 04:59:00 main:581] : INFO : Epoch 813 | loss: 0.0311566 | val_loss: 0.0311746 | Time: 2031.14 ms
[2020-12-21 04:59:02 main:581] : INFO : Epoch 814 | loss: 0.0311567 | val_loss: 0.0311729 | Time: 2022.54 ms
[2020-12-21 04:59:04 main:581] : INFO : Epoch 815 | loss: 0.0311559 | val_loss: 0.0311722 | Time: 2031.92 ms
[2020-12-21 04:59:06 main:581] : INFO : Epoch 816 | loss: 0.0311556 | val_loss: 0.031173 | Time: 2028.15 ms
[2020-12-21 04:59:08 main:581] : INFO : Epoch 817 | loss: 0.0311557 | val_loss: 0.0311731 | Time: 2026.78 ms
[2020-12-21 04:59:10 main:581] : INFO : Epoch 818 | loss: 0.0311553 | val_loss: 0.0311747 | Time: 2030.17 ms
[2020-12-21 04:59:12 main:581] : INFO : Epoch 819 | loss: 0.0311553 | val_loss: 0.0311745 | Time: 2026.56 ms
[2020-12-21 04:59:14 main:581] : INFO : Epoch 820 | loss: 0.0311553 | val_loss: 0.0311741 | Time: 2028.08 ms
[2020-12-21 04:59:16 main:581] : INFO : Epoch 821 | loss: 0.0311548 | val_loss: 0.0311728 | Time: 2024.96 ms
[2020-12-21 04:59:18 main:581] : INFO : Epoch 822 | loss: 0.0311547 | val_loss: 0.0311784 | Time: 2026.65 ms
[2020-12-21 04:59:20 main:581] : INFO : Epoch 823 | loss: 0.0311585 | val_loss: 0.0311746 | Time: 2029.82 ms
[2020-12-21 04:59:22 main:581] : INFO : Epoch 824 | loss: 0.0311563 | val_loss: 0.0311747 | Time: 2028.53 ms
[2020-12-21 04:59:24 main:581] : INFO : Epoch 825 | loss: 0.0311558 | val_loss: 0.0311754 | Time: 2026.69 ms
[2020-12-21 04:59:26 main:581] : INFO : Epoch 826 | loss: 0.0311557 | val_loss: 0.0311733 | Time: 2027.33 ms
[2020-12-21 04:59:28 main:581] : INFO : Epoch 827 | loss: 0.031157 | val_loss: 0.0311715 | Time: 2029.02 ms
[2020-12-21 04:59:30 main:581] : INFO : Epoch 828 | loss: 0.031156 | val_loss: 0.0311797 | Time: 2029.17 ms
[2020-12-21 04:59:32 main:581] : INFO : Epoch 829 | loss: 0.0311549 | val_loss: 0.0311718 | Time: 2033.09 ms
[2020-12-21 04:59:34 main:581] : INFO : Epoch 830 | loss: 0.0311535 | val_loss: 0.0311742 | Time: 2028.14 ms
[2020-12-21 04:59:36 main:581] : INFO : Epoch 831 | loss: 0.0311542 | val_loss: 0.0311735 | Time: 2027.88 ms
[2020-12-21 04:59:39 main:581] : INFO : Epoch 832 | loss: 0.031154 | val_loss: 0.0311733 | Time: 2020.88 ms
[2020-12-21 04:59:41 main:581] : INFO : Epoch 833 | loss: 0.0311552 | val_loss: 0.0311751 | Time: 2034.18 ms
[2020-12-21 04:59:43 main:581] : INFO : Epoch 834 | loss: 0.0311539 | val_loss: 0.0311711 | Time: 2026.88 ms
[2020-12-21 04:59:45 main:581] : INFO : Epoch 835 | loss: 0.0311547 | val_loss: 0.0311732 | Time: 2025.36 ms
[2020-12-21 04:59:47 main:581] : INFO : Epoch 836 | loss: 0.0311546 | val_loss: 0.031171 | Time: 2027.84 ms
[2020-12-21 04:59:49 main:581] : INFO : Epoch 837 | loss: 0.0311574 | val_loss: 0.031173 | Time: 2029.11 ms
[2020-12-21 04:59:51 main:581] : INFO : Epoch 838 | loss: 0.0311561 | val_loss: 0.0311705 | Time: 2027.72 ms
[2020-12-21 04:59:53 main:581] : INFO : Epoch 839 | loss: 0.0311566 | val_loss: 0.0311703 | Time: 2029.59 ms
[2020-12-21 04:59:55 main:581] : INFO : Epoch 840 | loss: 0.0311798 | val_loss: 0.0312851 | Time: 2022.66 ms
[2020-12-21 04:59:57 main:581] : INFO : Epoch 841 | loss: 0.0319253 | val_loss: 0.0321708 | Time: 2026.84 ms
[2020-12-21 04:59:59 main:581] : INFO : Epoch 842 | loss: 0.0344341 | val_loss: 0.0331976 | Time: 2018.45 ms
[2020-12-21 05:00:01 main:581] : INFO : Epoch 843 | loss: 0.031624 | val_loss: 0.0313871 | Time: 2030.82 ms
[2020-12-21 05:00:03 main:581] : INFO : Epoch 844 | loss: 0.0312811 | val_loss: 0.0312477 | Time: 2025.89 ms
[2020-12-21 05:00:05 main:581] : INFO : Epoch 845 | loss: 0.0312203 | val_loss: 0.0312125 | Time: 2031.26 ms
[2020-12-21 05:00:07 main:581] : INFO : Epoch 846 | loss: 0.0312046 | val_loss: 0.0312034 | Time: 2028.24 ms
[2020-12-21 05:00:09 main:581] : INFO : Epoch 847 | loss: 0.0311996 | val_loss: 0.0312031 | Time: 2029.04 ms
[2020-12-21 05:00:11 main:581] : INFO : Epoch 848 | loss: 0.0311981 | val_loss: 0.0312024 | Time: 2020.17 ms
[2020-12-21 05:00:13 main:581] : INFO : Epoch 849 | loss: 0.0311965 | val_loss: 0.0312004 | Time: 2031.28 ms
[2020-12-21 05:00:15 main:581] : INFO : Epoch 850 | loss: 0.0311952 | val_loss: 0.0311995 | Time: 2023.93 ms
[2020-12-21 05:00:17 main:581] : INFO : Epoch 851 | loss: 0.0311944 | val_loss: 0.0311995 | Time: 2027.81 ms
[2020-12-21 05:00:19 main:581] : INFO : Epoch 852 | loss: 0.0311938 | val_loss: 0.0312039 | Time: 2032.42 ms
[2020-12-21 05:00:21 main:581] : INFO : Epoch 853 | loss: 0.0311964 | val_loss: 0.0311995 | Time: 2040.19 ms
[2020-12-21 05:00:23 main:581] : INFO : Epoch 854 | loss: 0.0311937 | val_loss: 0.0312009 | Time: 2039.03 ms
[2020-12-21 05:00:25 main:581] : INFO : Epoch 855 | loss: 0.0311919 | val_loss: 0.0311986 | Time: 2025.44 ms
[2020-12-21 05:00:27 main:581] : INFO : Epoch 856 | loss: 0.031192 | val_loss: 0.0312034 | Time: 2022.47 ms
[2020-12-21 05:00:29 main:581] : INFO : Epoch 857 | loss: 0.0311936 | val_loss: 0.0312105 | Time: 2026.67 ms
[2020-12-21 05:00:31 main:581] : INFO : Epoch 858 | loss: 0.0311941 | val_loss: 0.0312019 | Time: 2038.52 ms
[2020-12-21 05:00:33 main:581] : INFO : Epoch 859 | loss: 0.0311928 | val_loss: 0.0311982 | Time: 2034.3 ms
[2020-12-21 05:00:35 main:581] : INFO : Epoch 860 | loss: 0.031191 | val_loss: 0.0312017 | Time: 2031.22 ms
[2020-12-21 05:00:37 main:581] : INFO : Epoch 861 | loss: 0.0311918 | val_loss: 0.0311989 | Time: 2029.93 ms
[2020-12-21 05:00:39 main:581] : INFO : Epoch 862 | loss: 0.0311916 | val_loss: 0.0312001 | Time: 2028.97 ms
[2020-12-21 05:00:41 main:581] : INFO : Epoch 863 | loss: 0.0311908 | val_loss: 0.0311985 | Time: 2029.54 ms
[2020-12-21 05:00:43 main:581] : INFO : Epoch 864 | loss: 0.0311895 | val_loss: 0.0311966 | Time: 2022.19 ms
[2020-12-21 05:00:45 main:581] : INFO : Epoch 865 | loss: 0.0311886 | val_loss: 0.031195 | Time: 2040.72 ms
[2020-12-21 05:00:48 main:581] : INFO : Epoch 866 | loss: 0.0311873 | val_loss: 0.0311932 | Time: 2032.41 ms
[2020-12-21 05:00:50 main:581] : INFO : Epoch 867 | loss: 0.0311866 | val_loss: 0.0311949 | Time: 2034.26 ms
[2020-12-21 05:00:52 main:581] : INFO : Epoch 868 | loss: 0.0311859 | val_loss: 0.0311923 | Time: 2030.71 ms
[2020-12-21 05:00:54 main:581] : INFO : Epoch 869 | loss: 0.0311873 | val_loss: 0.0311975 | Time: 2018.67 ms
[2020-12-21 05:00:56 main:581] : INFO : Epoch 870 | loss: 0.0311881 | val_loss: 0.031198 | Time: 2022.05 ms
[2020-12-21 05:00:58 main:581] : INFO : Epoch 871 | loss: 0.031186 | val_loss: 0.0311916 | Time: 2028.42 ms
[2020-12-21 05:01:00 main:581] : INFO : Epoch 872 | loss: 0.0311854 | val_loss: 0.0311931 | Time: 2022.92 ms
[2020-12-21 05:01:02 main:581] : INFO : Epoch 873 | loss: 0.0311867 | val_loss: 0.0311922 | Time: 2031.8 ms
[2020-12-21 05:01:04 main:581] : INFO : Epoch 874 | loss: 0.031186 | val_loss: 0.0311912 | Time: 2031.73 ms
[2020-12-21 05:01:06 main:581] : INFO : Epoch 875 | loss: 0.031185 | val_loss: 0.0311912 | Time: 2028.43 ms
[2020-12-21 05:01:08 main:581] : INFO : Epoch 876 | loss: 0.0311844 | val_loss: 0.0311914 | Time: 2017.57 ms
[2020-12-21 05:01:10 main:581] : INFO : Epoch 877 | loss: 0.0311843 | val_loss: 0.0311922 | Time: 2032.34 ms
[2020-12-21 05:01:12 main:581] : INFO : Epoch 878 | loss: 0.0311844 | val_loss: 0.0311913 | Time: 2028.96 ms
[2020-12-21 05:01:14 main:581] : INFO : Epoch 879 | loss: 0.0311849 | val_loss: 0.031193 | Time: 2030.93 ms
[2020-12-21 05:01:16 main:581] : INFO : Epoch 880 | loss: 0.0311851 | val_loss: 0.0311919 | Time: 2031.77 ms
[2020-12-21 05:01:18 main:581] : INFO : Epoch 881 | loss: 0.0311846 | val_loss: 0.0311932 | Time: 2019.89 ms
[2020-12-21 05:01:20 main:581] : INFO : Epoch 882 | loss: 0.031184 | val_loss: 0.031192 | Time: 2032.68 ms
[2020-12-21 05:01:22 main:581] : INFO : Epoch 883 | loss: 0.0311837 | val_loss: 0.0311913 | Time: 2028.76 ms
[2020-12-21 05:01:24 main:581] : INFO : Epoch 884 | loss: 0.0311835 | val_loss: 0.0311912 | Time: 2028.64 ms
[2020-12-21 05:01:26 main:581] : INFO : Epoch 885 | loss: 0.0311841 | val_loss: 0.0311926 | Time: 2024.52 ms
[2020-12-21 05:01:28 main:581] : INFO : Epoch 886 | loss: 0.0311848 | val_loss: 0.0312005 | Time: 2035.53 ms
[2020-12-21 05:01:30 main:581] : INFO : Epoch 887 | loss: 0.0311889 | val_loss: 0.0311998 | Time: 2027.97 ms
[2020-12-21 05:01:32 main:581] : INFO : Epoch 888 | loss: 0.0311879 | val_loss: 0.0311957 | Time: 2027.95 ms
[2020-12-21 05:01:34 main:581] : INFO : Epoch 889 | loss: 0.0311839 | val_loss: 0.0311932 | Time: 2041.38 ms
[2020-12-21 05:01:36 main:581] : INFO : Epoch 890 | loss: 0.0311833 | val_loss: 0.0311923 | Time: 2029.16 ms
[2020-12-21 05:01:38 main:581] : INFO : Epoch 891 | loss: 0.0311839 | val_loss: 0.0311901 | Time: 2029.46 ms
[2020-12-21 05:01:40 main:581] : INFO : Epoch 892 | loss: 0.031182 | val_loss: 0.0311889 | Time: 2035.61 ms
[2020-12-21 05:01:42 main:581] : INFO : Epoch 893 | loss: 0.031181 | val_loss: 0.0311903 | Time: 2029.07 ms
[2020-12-21 05:01:44 main:581] : INFO : Epoch 894 | loss: 0.0311804 | val_loss: 0.0311885 | Time: 2030.61 ms
[2020-12-21 05:01:46 main:581] : INFO : Epoch 895 | loss: 0.0311809 | val_loss: 0.0311885 | Time: 2030.98 ms
[2020-12-21 05:01:48 main:581] : INFO : Epoch 896 | loss: 0.0311814 | val_loss: 0.0311901 | Time: 2035.18 ms
[2020-12-21 05:01:50 main:581] : INFO : Epoch 897 | loss: 0.0311833 | val_loss: 0.0311877 | Time: 2022.89 ms
[2020-12-21 05:01:52 main:581] : INFO : Epoch 898 | loss: 0.0311855 | val_loss: 0.031193 | Time: 2022.39 ms
[2020-12-21 05:01:54 main:581] : INFO : Epoch 899 | loss: 0.0311819 | val_loss: 0.0311876 | Time: 2030.22 ms
[2020-12-21 05:01:57 main:581] : INFO : Epoch 900 | loss: 0.0311815 | val_loss: 0.0311892 | Time: 2036.2 ms
[2020-12-21 05:01:59 main:581] : INFO : Epoch 901 | loss: 0.0311811 | val_loss: 0.0311875 | Time: 2029.79 ms
[2020-12-21 05:02:01 main:581] : INFO : Epoch 902 | loss: 0.0311795 | val_loss: 0.031187 | Time: 2030.1 ms
[2020-12-21 05:02:03 main:581] : INFO : Epoch 903 | loss: 0.0311789 | val_loss: 0.031187 | Time: 2030.11 ms
[2020-12-21 05:02:05 main:581] : INFO : Epoch 904 | loss: 0.0311791 | val_loss: 0.0311863 | Time: 2031.24 ms
[2020-12-21 05:02:07 main:581] : INFO : Epoch 905 | loss: 0.0311801 | val_loss: 0.0311866 | Time: 2025.25 ms
[2020-12-21 05:02:09 main:581] : INFO : Epoch 906 | loss: 0.0311796 | val_loss: 0.0311915 | Time: 2027.84 ms
[2020-12-21 05:02:11 main:581] : INFO : Epoch 907 | loss: 0.0311869 | val_loss: 0.0311961 | Time: 2026.07 ms
[2020-12-21 05:02:13 main:581] : INFO : Epoch 908 | loss: 0.0311821 | val_loss: 0.0311863 | Time: 2028.06 ms
[2020-12-21 05:02:15 main:581] : INFO : Epoch 909 | loss: 0.0311732 | val_loss: 0.0311833 | Time: 2026.12 ms
[2020-12-21 05:02:17 main:581] : INFO : Epoch 910 | loss: 0.0311702 | val_loss: 0.0311762 | Time: 2034.66 ms
[2020-12-21 05:02:19 main:581] : INFO : Epoch 911 | loss: 0.0311674 | val_loss: 0.0311767 | Time: 2026.82 ms
[2020-12-21 05:02:21 main:581] : INFO : Epoch 912 | loss: 0.0311657 | val_loss: 0.0311744 | Time: 2026.24 ms
[2020-12-21 05:02:23 main:581] : INFO : Epoch 913 | loss: 0.0311635 | val_loss: 0.0311733 | Time: 2041.76 ms
[2020-12-21 05:02:25 main:581] : INFO : Epoch 914 | loss: 0.0311635 | val_loss: 0.0311725 | Time: 2036.21 ms
[2020-12-21 05:02:27 main:581] : INFO : Epoch 915 | loss: 0.0311632 | val_loss: 0.0311715 | Time: 2033.44 ms
[2020-12-21 05:02:29 main:581] : INFO : Epoch 916 | loss: 0.0311624 | val_loss: 0.0311716 | Time: 2025.17 ms
[2020-12-21 05:02:31 main:581] : INFO : Epoch 917 | loss: 0.0311621 | val_loss: 0.0311736 | Time: 2031.97 ms
[2020-12-21 05:02:33 main:581] : INFO : Epoch 918 | loss: 0.0311629 | val_loss: 0.0311714 | Time: 2033.85 ms
[2020-12-21 05:02:35 main:581] : INFO : Epoch 919 | loss: 0.0311628 | val_loss: 0.0311726 | Time: 2023.21 ms
[2020-12-21 05:02:37 main:581] : INFO : Epoch 920 | loss: 0.0311624 | val_loss: 0.0311726 | Time: 2029.9 ms
[2020-12-21 05:02:39 main:581] : INFO : Epoch 921 | loss: 0.0311628 | val_loss: 0.0311729 | Time: 2032.89 ms
[2020-12-21 05:02:41 main:581] : INFO : Epoch 922 | loss: 0.0311624 | val_loss: 0.0311712 | Time: 2031.69 ms
[2020-12-21 05:02:43 main:581] : INFO : Epoch 923 | loss: 0.0311628 | val_loss: 0.0311711 | Time: 2035.59 ms
[2020-12-21 05:02:45 main:581] : INFO : Epoch 924 | loss: 0.0311621 | val_loss: 0.0311708 | Time: 2044.06 ms
[2020-12-21 05:02:47 main:581] : INFO : Epoch 925 | loss: 0.0311618 | val_loss: 0.0311703 | Time: 2034.33 ms
[2020-12-21 05:02:49 main:581] : INFO : Epoch 926 | loss: 0.0311612 | val_loss: 0.0311701 | Time: 2035.14 ms
[2020-12-21 05:02:51 main:581] : INFO : Epoch 927 | loss: 0.0311607 | val_loss: 0.0311703 | Time: 2036.12 ms
[2020-12-21 05:02:53 main:581] : INFO : Epoch 928 | loss: 0.0311612 | val_loss: 0.0311709 | Time: 2031.81 ms
[2020-12-21 05:02:55 main:581] : INFO : Epoch 929 | loss: 0.0311612 | val_loss: 0.031171 | Time: 2039.66 ms
[2020-12-21 05:02:57 main:581] : INFO : Epoch 930 | loss: 0.0311603 | val_loss: 0.0311706 | Time: 2029.42 ms
[2020-12-21 05:03:00 main:581] : INFO : Epoch 931 | loss: 0.0311601 | val_loss: 0.031173 | Time: 2036.32 ms
[2020-12-21 05:03:02 main:581] : INFO : Epoch 932 | loss: 0.0311603 | val_loss: 0.0311707 | Time: 2025.58 ms
[2020-12-21 05:03:04 main:581] : INFO : Epoch 933 | loss: 0.0311604 | val_loss: 0.0311733 | Time: 2041.19 ms
[2020-12-21 05:03:06 main:581] : INFO : Epoch 934 | loss: 0.0311625 | val_loss: 0.0311741 | Time: 2032.69 ms
[2020-12-21 05:03:08 main:581] : INFO : Epoch 935 | loss: 0.0311605 | val_loss: 0.0311707 | Time: 2032.35 ms
[2020-12-21 05:03:10 main:581] : INFO : Epoch 936 | loss: 0.0311605 | val_loss: 0.031172 | Time: 2040.44 ms
[2020-12-21 05:03:12 main:581] : INFO : Epoch 937 | loss: 0.0311602 | val_loss: 0.0311712 | Time: 2030.03 ms
[2020-12-21 05:03:14 main:581] : INFO : Epoch 938 | loss: 0.0311604 | val_loss: 0.0311728 | Time: 2038.3 ms
[2020-12-21 05:03:16 main:581] : INFO : Epoch 939 | loss: 0.0311603 | val_loss: 0.0311712 | Time: 2029.73 ms
[2020-12-21 05:03:18 main:581] : INFO : Epoch 940 | loss: 0.03116 | val_loss: 0.03117 | Time: 2037.3 ms
[2020-12-21 05:03:20 main:581] : INFO : Epoch 941 | loss: 0.0311605 | val_loss: 0.0311712 | Time: 2030.37 ms
[2020-12-21 05:03:22 main:581] : INFO : Epoch 942 | loss: 0.0311621 | val_loss: 0.0311745 | Time: 2028.37 ms
[2020-12-21 05:03:24 main:581] : INFO : Epoch 943 | loss: 0.0311611 | val_loss: 0.0311712 | Time: 2030.67 ms
[2020-12-21 05:03:26 main:581] : INFO : Epoch 944 | loss: 0.0311612 | val_loss: 0.0311705 | Time: 2041.58 ms
[2020-12-21 05:03:28 main:581] : INFO : Epoch 945 | loss: 0.0311606 | val_loss: 0.031171 | Time: 2031.28 ms
[2020-12-21 05:03:30 main:581] : INFO : Epoch 946 | loss: 0.0311603 | val_loss: 0.0311722 | Time: 2039.91 ms
[2020-12-21 05:03:32 main:581] : INFO : Epoch 947 | loss: 0.0311602 | val_loss: 0.0311703 | Time: 2032.09 ms
[2020-12-21 05:03:34 main:581] : INFO : Epoch 948 | loss: 0.0311599 | val_loss: 0.0311714 | Time: 2028.57 ms
[2020-12-21 05:03:36 main:581] : INFO : Epoch 949 | loss: 0.0311596 | val_loss: 0.031171 | Time: 2031.56 ms
[2020-12-21 05:03:38 main:581] : INFO : Epoch 950 | loss: 0.0311591 | val_loss: 0.0311699 | Time: 2020.31 ms
[2020-12-21 05:03:40 main:581] : INFO : Epoch 951 | loss: 0.0311585 | val_loss: 0.0311706 | Time: 2023.35 ms
[2020-12-21 05:03:42 main:581] : INFO : Epoch 952 | loss: 0.0311581 | val_loss: 0.031169 | Time: 2028.52 ms
[2020-12-21 05:03:44 main:581] : INFO : Epoch 953 | loss: 0.0311579 | val_loss: 0.031175 | Time: 2025.77 ms
[2020-12-21 05:03:46 main:581] : INFO : Epoch 954 | loss: 0.0311582 | val_loss: 0.0311727 | Time: 2018.71 ms
[2020-12-21 05:03:48 main:581] : INFO : Epoch 955 | loss: 0.0311575 | val_loss: 0.031171 | Time: 2039 ms
[2020-12-21 05:03:50 main:581] : INFO : Epoch 956 | loss: 0.0311578 | val_loss: 0.0311758 | Time: 2031.09 ms
[2020-12-21 05:03:52 main:581] : INFO : Epoch 957 | loss: 0.0311581 | val_loss: 0.0311713 | Time: 2024.76 ms
[2020-12-21 05:03:54 main:581] : INFO : Epoch 958 | loss: 0.0311573 | val_loss: 0.0311725 | Time: 2028.23 ms
[2020-12-21 05:03:56 main:581] : INFO : Epoch 959 | loss: 0.0311566 | val_loss: 0.0311712 | Time: 2024.36 ms
[2020-12-21 05:03:58 main:581] : INFO : Epoch 960 | loss: 0.0311567 | val_loss: 0.0311713 | Time: 2021.2 ms
[2020-12-21 05:04:00 main:581] : INFO : Epoch 961 | loss: 0.0311576 | val_loss: 0.0311716 | Time: 2024.77 ms
[2020-12-21 05:04:02 main:581] : INFO : Epoch 962 | loss: 0.0311576 | val_loss: 0.0311732 | Time: 2026.87 ms
[2020-12-21 05:04:04 main:581] : INFO : Epoch 963 | loss: 0.0311568 | val_loss: 0.0311707 | Time: 2031.69 ms
[2020-12-21 05:04:07 main:581] : INFO : Epoch 964 | loss: 0.0311574 | val_loss: 0.0311707 | Time: 2028.87 ms
[2020-12-21 05:04:09 main:581] : INFO : Epoch 965 | loss: 0.0311577 | val_loss: 0.0311704 | Time: 2036.21 ms
[2020-12-21 05:04:11 main:581] : INFO : Epoch 966 | loss: 0.0311587 | val_loss: 0.031173 | Time: 2022.88 ms
[2020-12-21 05:04:13 main:581] : INFO : Epoch 967 | loss: 0.0311588 | val_loss: 0.0311708 | Time: 2038.65 ms
[2020-12-21 05:04:15 main:581] : INFO : Epoch 968 | loss: 0.031158 | val_loss: 0.0311714 | Time: 2026.17 ms
[2020-12-21 05:04:17 main:581] : INFO : Epoch 969 | loss: 0.0311595 | val_loss: 0.0311726 | Time: 2026.41 ms
[2020-12-21 05:04:19 main:581] : INFO : Epoch 970 | loss: 0.0311587 | val_loss: 0.031171 | Time: 2029.19 ms
[2020-12-21 05:04:21 main:581] : INFO : Epoch 971 | loss: 0.0311574 | val_loss: 0.0311707 | Time: 2018.77 ms
[2020-12-21 05:04:23 main:581] : INFO : Epoch 972 | loss: 0.0311581 | val_loss: 0.0311684 | Time: 1959.95 ms
[2020-12-21 05:04:25 main:581] : INFO : Epoch 973 | loss: 0.0311575 | val_loss: 0.0311707 | Time: 2024.08 ms
[2020-12-21 05:04:27 main:581] : INFO : Epoch 974 | loss: 0.0311564 | val_loss: 0.0311693 | Time: 2025.4 ms
[2020-12-21 05:04:29 main:581] : INFO : Epoch 975 | loss: 0.0311571 | val_loss: 0.0311709 | Time: 2023.8 ms
[2020-12-21 05:04:31 main:581] : INFO : Epoch 976 | loss: 0.0311574 | val_loss: 0.0311684 | Time: 2033.94 ms
[2020-12-21 05:04:33 main:581] : INFO : Epoch 977 | loss: 0.0311578 | val_loss: 0.0311723 | Time: 2023.25 ms
[2020-12-21 05:04:35 main:581] : INFO : Epoch 978 | loss: 0.0311575 | val_loss: 0.0311704 | Time: 2024.91 ms
[2020-12-21 05:04:37 main:581] : INFO : Epoch 979 | loss: 0.0311563 | val_loss: 0.0311713 | Time: 2028.02 ms
[2020-12-21 05:04:39 main:581] : INFO : Epoch 980 | loss: 0.0311571 | val_loss: 0.0311717 | Time: 2026.49 ms
[2020-12-21 05:04:41 main:581] : INFO : Epoch 981 | loss: 0.0311566 | val_loss: 0.0311695 | Time: 2030.42 ms
[2020-12-21 05:04:43 main:581] : INFO : Epoch 982 | loss: 0.031156 | val_loss: 0.0311708 | Time: 2031.88 ms
[2020-12-21 05:04:45 main:581] : INFO : Epoch 983 | loss: 0.0311562 | val_loss: 0.0311725 | Time: 2031.68 ms
[2020-12-21 05:04:47 main:581] : INFO : Epoch 984 | loss: 0.0311559 | val_loss: 0.0311696 | Time: 2028.69 ms
[2020-12-21 05:04:49 main:581] : INFO : Epoch 985 | loss: 0.0311553 | val_loss: 0.0311696 | Time: 2027.8 ms
[2020-12-21 05:04:51 main:581] : INFO : Epoch 986 | loss: 0.031155 | val_loss: 0.0311714 | Time: 2033.75 ms
[2020-12-21 05:04:53 main:581] : INFO : Epoch 987 | loss: 0.0311554 | val_loss: 0.0311705 | Time: 2028.34 ms
[2020-12-21 05:04:55 main:581] : INFO : Epoch 988 | loss: 0.0311555 | val_loss: 0.0311711 | Time: 2028.3 ms
[2020-12-21 05:04:57 main:581] : INFO : Epoch 989 | loss: 0.0311565 | val_loss: 0.03117 | Time: 2026.27 ms
[2020-12-21 05:04:59 main:581] : INFO : Epoch 990 | loss: 0.0311559 | val_loss: 0.0311705 | Time: 2029.32 ms
[2020-12-21 05:05:01 main:581] : INFO : Epoch 991 | loss: 0.0311556 | val_loss: 0.0311706 | Time: 2024.7 ms
[2020-12-21 05:05:03 main:581] : INFO : Epoch 992 | loss: 0.0311552 | val_loss: 0.0311728 | Time: 2024.66 ms
[2020-12-21 05:05:05 main:581] : INFO : Epoch 993 | loss: 0.0311562 | val_loss: 0.0311731 | Time: 2021.97 ms
[2020-12-21 05:05:07 main:581] : INFO : Epoch 994 | loss: 0.0311568 | val_loss: 0.0311742 | Time: 2037.28 ms
[2020-12-21 05:05:09 main:581] : INFO : Epoch 995 | loss: 0.0311563 | val_loss: 0.0311725 | Time: 2028.62 ms
[2020-12-21 05:05:11 main:581] : INFO : Epoch 996 | loss: 0.031155 | val_loss: 0.0311728 | Time: 2028.9 ms
[2020-12-21 05:05:13 main:581] : INFO : Epoch 997 | loss: 0.0311559 | val_loss: 0.0311738 | Time: 2017.68 ms
[2020-12-21 05:05:15 main:581] : INFO : Epoch 998 | loss: 0.0311556 | val_loss: 0.0311724 | Time: 1979.12 ms
[2020-12-21 05:05:17 main:581] : INFO : Epoch 999 | loss: 0.0311545 | val_loss: 0.0311731 | Time: 2034.23 ms
[2020-12-21 05:05:19 main:581] : INFO : Epoch 1000 | loss: 0.0311562 | val_loss: 0.0311728 | Time: 2011.98 ms
[2020-12-21 05:05:21 main:581] : INFO : Epoch 1001 | loss: 0.0311549 | val_loss: 0.0311739 | Time: 2026.17 ms
[2020-12-21 05:05:23 main:581] : INFO : Epoch 1002 | loss: 0.0311558 | val_loss: 0.031172 | Time: 1973.95 ms
[2020-12-21 05:05:25 main:581] : INFO : Epoch 1003 | loss: 0.0311564 | val_loss: 0.0311725 | Time: 1952.84 ms
[2020-12-21 05:05:27 main:581] : INFO : Epoch 1004 | loss: 0.0311551 | val_loss: 0.0311743 | Time: 1950.48 ms
[2020-12-21 05:05:29 main:581] : INFO : Epoch 1005 | loss: 0.0311548 | val_loss: 0.0311717 | Time: 1993.25 ms
[2020-12-21 05:05:31 main:581] : INFO : Epoch 1006 | loss: 0.0311543 | val_loss: 0.0311722 | Time: 2027 ms
[2020-12-21 05:05:33 main:581] : INFO : Epoch 1007 | loss: 0.0311548 | val_loss: 0.0311704 | Time: 2028.08 ms
[2020-12-21 05:05:35 main:581] : INFO : Epoch 1008 | loss: 0.0311555 | val_loss: 0.0311751 | Time: 2015.04 ms
[2020-12-21 05:05:37 main:581] : INFO : Epoch 1009 | loss: 0.0311563 | val_loss: 0.031172 | Time: 2019.98 ms
[2020-12-21 05:05:39 main:581] : INFO : Epoch 1010 | loss: 0.0311539 | val_loss: 0.0311715 | Time: 2030.61 ms
[2020-12-21 05:05:41 main:581] : INFO : Epoch 1011 | loss: 0.0311533 | val_loss: 0.0311702 | Time: 2030.26 ms
[2020-12-21 05:05:43 main:581] : INFO : Epoch 1012 | loss: 0.0311532 | val_loss: 0.031169 | Time: 2030.42 ms
[2020-12-21 05:05:46 main:581] : INFO : Epoch 1013 | loss: 0.0311532 | val_loss: 0.0311697 | Time: 2038.83 ms
[2020-12-21 05:05:48 main:581] : INFO : Epoch 1014 | loss: 0.0311532 | val_loss: 0.0311718 | Time: 2011.59 ms
[2020-12-21 05:05:50 main:581] : INFO : Epoch 1015 | loss: 0.0311539 | val_loss: 0.0311691 | Time: 2011.56 ms
[2020-12-21 05:05:52 main:581] : INFO : Epoch 1016 | loss: 0.0311538 | val_loss: 0.0311712 | Time: 2022.68 ms
[2020-12-21 05:05:54 main:581] : INFO : Epoch 1017 | loss: 0.031154 | val_loss: 0.0311717 | Time: 2033.04 ms
[2020-12-21 05:05:56 main:581] : INFO : Epoch 1018 | loss: 0.0311537 | val_loss: 0.0311705 | Time: 2020.58 ms
[2020-12-21 05:05:58 main:581] : INFO : Epoch 1019 | loss: 0.0311537 | val_loss: 0.0311735 | Time: 2013.14 ms
[2020-12-21 05:06:00 main:581] : INFO : Epoch 1020 | loss: 0.0311547 | val_loss: 0.0311739 | Time: 2012.9 ms
[2020-12-21 05:06:02 main:581] : INFO : Epoch 1021 | loss: 0.0311538 | val_loss: 0.0311718 | Time: 2025.35 ms
[2020-12-21 05:06:04 main:581] : INFO : Epoch 1022 | loss: 0.0311535 | val_loss: 0.0311715 | Time: 2013.64 ms
[2020-12-21 05:06:06 main:581] : INFO : Epoch 1023 | loss: 0.031155 | val_loss: 0.0311751 | Time: 2026.51 ms
[2020-12-21 05:06:08 main:581] : INFO : Epoch 1024 | loss: 0.0311545 | val_loss: 0.0311728 | Time: 1949.24 ms
[2020-12-21 05:06:08 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311728
[2020-12-21 05:06:08 main:610] : INFO : Saving end state to config to file
[2020-12-21 05:06:08 main:615] : INFO : Success, exiting..
05:06:08 (3600214): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)