Task 3366659
| Name | ParityModified-1605453430-13786-4_3 |
| Workunit | 1486388 |
| Created | 21 Dec 2020, 1:04:27 UTC |
| Sent | 21 Dec 2020, 1:19:51 UTC |
| Report deadline | 28 Dec 2020, 1:19:51 UTC |
| Received | 21 Dec 2020, 15:09:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 25 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> :581] : INFO : Epoch 510 | loss: 0.0311852 | val_loss: 0.031187 | Time: 2017.33 ms [2020-12-21 09:26:08 main:581] : INFO : Epoch 511 | loss: 0.0311835 | val_loss: 0.031188 | Time: 2021.19 ms [2020-12-21 09:26:10 main:581] : INFO : Epoch 512 | loss: 0.0311872 | val_loss: 0.031189 | Time: 2025.49 ms [2020-12-21 09:26:12 main:581] : INFO : Epoch 513 | loss: 0.0311913 | val_loss: 0.0311868 | Time: 2018.54 ms [2020-12-21 09:26:14 main:581] : INFO : Epoch 514 | loss: 0.0311862 | val_loss: 0.0311967 | Time: 2009.31 ms [2020-12-21 09:26:16 main:581] : INFO : Epoch 515 | loss: 0.0311932 | val_loss: 0.0311875 | Time: 2004.63 ms [2020-12-21 09:26:18 main:581] : INFO : Epoch 516 | loss: 0.0311924 | val_loss: 0.0312015 | Time: 2015.12 ms [2020-12-21 09:26:20 main:581] : INFO : Epoch 517 | loss: 0.031191 | val_loss: 0.03119 | Time: 2003.58 ms [2020-12-21 09:26:22 main:581] : INFO : Epoch 518 | loss: 0.0311904 | val_loss: 0.0311878 | Time: 2011.64 ms [2020-12-21 09:26:24 main:581] : INFO : Epoch 519 | loss: 0.0311918 | val_loss: 0.0311883 | Time: 2016.79 ms [2020-12-21 09:26:26 main:581] : INFO : Epoch 520 | loss: 0.031184 | val_loss: 0.0311865 | Time: 2010.73 ms [2020-12-21 09:26:28 main:581] : INFO : Epoch 521 | loss: 0.0311842 | val_loss: 0.0311886 | Time: 2016.38 ms [2020-12-21 09:26:30 main:581] : INFO : Epoch 522 | loss: 0.0311835 | val_loss: 0.0311893 | Time: 2008.52 ms [2020-12-21 09:26:32 main:581] : INFO : Epoch 523 | loss: 0.0311831 | val_loss: 0.0311856 | Time: 2016.33 ms [2020-12-21 09:26:34 main:581] : INFO : Epoch 524 | loss: 0.0311832 | val_loss: 0.0311859 | Time: 2006.85 ms [2020-12-21 09:26:36 main:581] : INFO : Epoch 525 | loss: 0.0311865 | val_loss: 0.0311895 | Time: 1985.81 ms [2020-12-21 09:26:38 main:581] : INFO : Epoch 526 | loss: 0.0311858 | val_loss: 0.0311857 | Time: 2010.34 ms [2020-12-21 09:26:40 main:581] : INFO : Epoch 527 | loss: 0.0311826 | val_loss: 0.0311976 | Time: 2016.2 ms [2020-12-21 09:26:42 main:581] : INFO : Epoch 528 | loss: 0.0311843 | val_loss: 0.0311862 | Time: 2004.04 ms [2020-12-21 09:26:44 main:581] : INFO : Epoch 529 | loss: 0.0311858 | val_loss: 0.0311875 | Time: 2011.9 ms [2020-12-21 09:26:46 main:581] : INFO : Epoch 530 | loss: 0.0311882 | val_loss: 0.0311869 | Time: 2003.62 ms [2020-12-21 09:26:48 main:581] : INFO : Epoch 531 | loss: 0.0311833 | val_loss: 0.0311857 | Time: 2004.7 ms [2020-12-21 09:26:50 main:581] : INFO : Epoch 532 | loss: 0.0311828 | val_loss: 0.0311989 | Time: 2000.51 ms [2020-12-21 09:26:52 main:581] : INFO : Epoch 533 | loss: 0.031189 | val_loss: 0.0311934 | Time: 2007.2 ms [2020-12-21 09:26:54 main:581] : INFO : Epoch 534 | loss: 0.0311868 | val_loss: 0.0311855 | Time: 2009.09 ms [2020-12-21 09:26:56 main:581] : INFO : Epoch 535 | loss: 0.0311874 | val_loss: 0.0311868 | Time: 2005.29 ms [2020-12-21 09:26:58 main:581] : INFO : Epoch 536 | loss: 0.0311854 | val_loss: 0.0311855 | Time: 2008.49 ms [2020-12-21 09:27:00 main:581] : INFO : Epoch 537 | loss: 0.0311839 | val_loss: 0.0311852 | Time: 1999.31 ms [2020-12-21 09:27:02 main:581] : INFO : Epoch 538 | loss: 0.0311834 | val_loss: 0.0311866 | Time: 2004.05 ms [2020-12-21 09:27:04 main:581] : INFO : Epoch 539 | loss: 0.0311829 | val_loss: 0.031189 | Time: 2008.65 ms [2020-12-21 09:27:06 main:581] : INFO : Epoch 540 | loss: 0.0311893 | val_loss: 0.0311954 | Time: 1999.8 ms [2020-12-21 09:27:08 main:581] : INFO : Epoch 541 | loss: 0.0311874 | val_loss: 0.0311948 | Time: 2009.79 ms [2020-12-21 09:27:10 main:581] : INFO : Epoch 542 | loss: 0.0311906 | val_loss: 0.0311973 | Time: 1997.34 ms [2020-12-21 09:27:12 main:581] : INFO : Epoch 543 | loss: 0.0311877 | val_loss: 0.0311956 | Time: 2008.55 ms [2020-12-21 09:27:14 main:581] : INFO : Epoch 544 | loss: 0.0311874 | val_loss: 0.0311859 | Time: 2006.45 ms [2020-12-21 09:27:16 main:581] : INFO : Epoch 545 | loss: 0.0311837 | val_loss: 0.0311864 | Time: 1997.4 ms [2020-12-21 09:27:18 main:581] : INFO : Epoch 546 | loss: 0.0311836 | val_loss: 0.0311858 | Time: 2012.09 ms [2020-12-21 09:27:20 main:581] : INFO : Epoch 547 | loss: 0.0311851 | val_loss: 0.0311881 | Time: 2000.23 ms [2020-12-21 09:27:22 main:581] : INFO : Epoch 548 | loss: 0.0311859 | val_loss: 0.0311856 | Time: 1963.3 ms [2020-12-21 09:27:24 main:581] : INFO : Epoch 549 | loss: 0.0311825 | val_loss: 0.0311875 | Time: 1976.56 ms [2020-12-21 09:27:26 main:581] : INFO : Epoch 550 | loss: 0.0311823 | val_loss: 0.0311865 | Time: 1991 ms [2020-12-21 09:27:28 main:581] : INFO : Epoch 551 | loss: 0.0311842 | val_loss: 0.0311883 | Time: 2001.68 ms [2020-12-21 09:27:30 main:581] : INFO : Epoch 552 | loss: 0.0311858 | val_loss: 0.031185 | Time: 1969.8 ms [2020-12-21 09:27:32 main:581] : INFO : Epoch 553 | loss: 0.0311839 | val_loss: 0.0311896 | Time: 1951.83 ms [2020-12-21 09:27:34 main:581] : INFO : Epoch 554 | loss: 0.0311829 | val_loss: 0.0311856 | Time: 1992 ms [2020-12-21 09:27:36 main:581] : INFO : Epoch 555 | loss: 0.0311825 | val_loss: 0.0311936 | Time: 1951.43 ms [2020-12-21 09:27:38 main:581] : INFO : Epoch 556 | loss: 0.0311836 | val_loss: 0.0311887 | Time: 1946.26 ms [2020-12-21 09:27:40 main:581] : INFO : Epoch 557 | loss: 0.0311855 | val_loss: 0.0311875 | Time: 1977.27 ms [2020-12-21 09:27:42 main:581] : INFO : Epoch 558 | loss: 0.0311919 | val_loss: 0.0311914 | Time: 2009.96 ms [2020-12-21 09:27:44 main:581] : INFO : Epoch 559 | loss: 0.031182 | val_loss: 0.0311861 | Time: 2003.33 ms [2020-12-21 09:27:46 main:581] : INFO : Epoch 560 | loss: 0.0311818 | val_loss: 0.0311868 | Time: 1995.56 ms [2020-12-21 09:27:48 main:581] : INFO : Epoch 561 | loss: 0.0311819 | val_loss: 0.0311854 | Time: 2004.7 ms [2020-12-21 09:27:50 main:581] : INFO : Epoch 562 | loss: 0.0311831 | val_loss: 0.0311884 | Time: 2009.67 ms [2020-12-21 09:27:52 main:581] : INFO : Epoch 563 | loss: 0.0311817 | val_loss: 0.0311913 | Time: 2031.42 ms [2020-12-21 09:27:54 main:581] : INFO : Epoch 564 | loss: 0.0311823 | val_loss: 0.0311849 | Time: 2008.99 ms [2020-12-21 09:27:56 main:581] : INFO : Epoch 565 | loss: 0.0311823 | val_loss: 0.0311872 | Time: 2002.79 ms [2020-12-21 09:27:58 main:581] : INFO : Epoch 566 | loss: 0.0311924 | val_loss: 0.0311882 | Time: 2007.83 ms [2020-12-21 09:28:00 main:581] : INFO : Epoch 567 | loss: 0.0311915 | val_loss: 0.0311998 | Time: 2009.4 ms [2020-12-21 09:28:02 main:581] : INFO : Epoch 568 | loss: 0.0311858 | val_loss: 0.0311976 | Time: 2008.31 ms [2020-12-21 09:28:04 main:581] : INFO : Epoch 569 | loss: 0.0311852 | val_loss: 0.0312103 | Time: 2014.1 ms [2020-12-21 09:28:06 main:581] : INFO : Epoch 570 | loss: 0.0311918 | val_loss: 0.0311878 | Time: 2013.87 ms [2020-12-21 09:28:08 main:581] : INFO : Epoch 571 | loss: 0.0311907 | val_loss: 0.031193 | Time: 2007.2 ms [2020-12-21 09:28:10 main:581] : INFO : Epoch 572 | loss: 0.0311906 | val_loss: 0.0311974 | Time: 2005.48 ms [2020-12-21 09:28:12 main:581] : INFO : Epoch 573 | loss: 0.0311904 | val_loss: 0.0311901 | Time: 2009.94 ms [2020-12-21 09:28:14 main:581] : INFO : Epoch 574 | loss: 0.031186 | val_loss: 0.0311862 | Time: 2000.4 ms [2020-12-21 09:28:16 main:581] : INFO : Epoch 575 | loss: 0.0311883 | val_loss: 0.0312067 | Time: 2015.02 ms [2020-12-21 09:28:18 main:581] : INFO : Epoch 576 | loss: 0.0311964 | val_loss: 0.0311891 | Time: 2032.86 ms [2020-12-21 09:28:20 main:581] : INFO : Epoch 577 | loss: 0.0311908 | val_loss: 0.0311992 | Time: 2017.32 ms [2020-12-21 09:28:22 main:581] : INFO : Epoch 578 | loss: 0.0311862 | val_loss: 0.0311846 | Time: 2010.36 ms [2020-12-21 09:28:24 main:581] : INFO : Epoch 579 | loss: 0.0311839 | val_loss: 0.0311845 | Time: 2020.33 ms [2020-12-21 09:28:26 main:581] : INFO : Epoch 580 | loss: 0.0311831 | val_loss: 0.0311839 | Time: 2011 ms [2020-12-21 09:28:28 main:581] : INFO : Epoch 581 | loss: 0.0311819 | val_loss: 0.0311841 | Time: 2022.43 ms [2020-12-21 09:28:30 main:581] : INFO : Epoch 582 | loss: 0.0311834 | val_loss: 0.0311867 | Time: 2012.31 ms [2020-12-21 09:28:32 main:581] : INFO : Epoch 583 | loss: 0.0311818 | val_loss: 0.0311831 | Time: 2019.97 ms [2020-12-21 09:28:34 main:581] : INFO : Epoch 584 | loss: 0.0311815 | val_loss: 0.0311834 | Time: 2021.46 ms [2020-12-21 09:28:36 main:581] : INFO : Epoch 585 | loss: 0.0311826 | val_loss: 0.0311838 | Time: 2017.82 ms [2020-12-21 09:28:39 main:581] : INFO : Epoch 586 | loss: 0.0311836 | val_loss: 0.0311843 | Time: 2020.36 ms [2020-12-21 09:28:41 main:581] : INFO : Epoch 587 | loss: 0.0311861 | val_loss: 0.0311964 | Time: 2010.97 ms [2020-12-21 09:28:43 main:581] : INFO : Epoch 588 | loss: 0.0311861 | val_loss: 0.0311907 | Time: 2022.47 ms [2020-12-21 09:28:45 main:581] : INFO : Epoch 589 | loss: 0.0311851 | val_loss: 0.0311863 | Time: 2020.46 ms [2020-12-21 09:28:47 main:581] : INFO : Epoch 590 | loss: 0.0311842 | val_loss: 0.0311913 | Time: 2005.53 ms [2020-12-21 09:28:49 main:581] : INFO : Epoch 591 | loss: 0.0311841 | val_loss: 0.0311837 | Time: 2010.34 ms [2020-12-21 09:28:51 main:581] : INFO : Epoch 592 | loss: 0.0311846 | val_loss: 0.0311845 | Time: 2013.37 ms [2020-12-21 09:28:53 main:581] : INFO : Epoch 593 | loss: 0.0311865 | val_loss: 0.0311873 | Time: 2014.07 ms [2020-12-21 09:28:55 main:581] : INFO : Epoch 594 | loss: 0.0311859 | val_loss: 0.031183 | Time: 2028.87 ms [2020-12-21 09:28:57 main:581] : INFO : Epoch 595 | loss: 0.0311815 | val_loss: 0.0311831 | Time: 2021.75 ms [2020-12-21 09:28:59 main:581] : INFO : Epoch 596 | loss: 0.0311822 | val_loss: 0.0311864 | Time: 2020.26 ms [2020-12-21 09:29:01 main:581] : INFO : Epoch 597 | loss: 0.031181 | val_loss: 0.031193 | Time: 2009.48 ms [2020-12-21 09:29:03 main:581] : INFO : Epoch 598 | loss: 0.0311836 | val_loss: 0.0311826 | Time: 2015.15 ms [2020-12-21 09:29:05 main:581] : INFO : Epoch 599 | loss: 0.0311822 | val_loss: 0.0311829 | Time: 2019.88 ms [2020-12-21 09:29:07 main:581] : INFO : Epoch 600 | loss: 0.0311851 | val_loss: 0.0311831 | Time: 2020.61 ms [2020-12-21 09:29:09 main:581] : INFO : Epoch 601 | loss: 0.0311813 | val_loss: 0.0311836 | Time: 2015.84 ms [2020-12-21 09:29:11 main:581] : INFO : Epoch 602 | loss: 0.0311811 | val_loss: 0.0311852 | Time: 2007.49 ms [2020-12-21 09:29:13 main:581] : INFO : Epoch 603 | loss: 0.031183 | val_loss: 0.0311839 | Time: 2020.77 ms [2020-12-21 09:29:15 main:581] : INFO : Epoch 604 | loss: 0.0311802 | val_loss: 0.0311842 | Time: 2016.96 ms [2020-12-21 09:29:17 main:581] : INFO : Epoch 605 | loss: 0.0311812 | val_loss: 0.0311853 | Time: 2014.2 ms [2020-12-21 09:29:19 main:581] : INFO : Epoch 606 | loss: 0.0311816 | val_loss: 0.0311887 | Time: 2018.88 ms [2020-12-21 09:29:21 main:581] : INFO : Epoch 607 | loss: 0.0311819 | val_loss: 0.0311835 | Time: 2011.65 ms [2020-12-21 09:29:23 main:581] : INFO : Epoch 608 | loss: 0.0311785 | val_loss: 0.031192 | Time: 2013.38 ms [2020-12-21 09:29:25 main:581] : INFO : Epoch 609 | loss: 0.0311787 | val_loss: 0.0311827 | Time: 2005.45 ms [2020-12-21 09:29:27 main:581] : INFO : Epoch 610 | loss: 0.031181 | val_loss: 0.0311831 | Time: 2008.91 ms [2020-12-21 09:29:29 main:581] : INFO : Epoch 611 | loss: 0.031183 | val_loss: 0.0311835 | Time: 2002.34 ms [2020-12-21 09:29:31 main:581] : INFO : Epoch 612 | loss: 0.0311796 | val_loss: 0.0311895 | Time: 1995 ms [2020-12-21 09:29:33 main:581] : INFO : Epoch 613 | loss: 0.0311807 | val_loss: 0.0311833 | Time: 2013.03 ms [2020-12-21 09:29:35 main:581] : INFO : Epoch 614 | loss: 0.0311806 | val_loss: 0.0311834 | Time: 2014.79 ms [2020-12-21 09:29:37 main:581] : INFO : Epoch 615 | loss: 0.0311816 | val_loss: 0.0311843 | Time: 2014.58 ms [2020-12-21 09:29:39 main:581] : INFO : Epoch 616 | loss: 0.0311804 | val_loss: 0.0311896 | Time: 2011.98 ms [2020-12-21 09:29:41 main:581] : INFO : Epoch 617 | loss: 0.0311831 | val_loss: 0.0311869 | Time: 2008.2 ms [2020-12-21 09:29:43 main:581] : INFO : Epoch 618 | loss: 0.0311899 | val_loss: 0.0311849 | Time: 2008.94 ms [2020-12-21 09:29:45 main:581] : INFO : Epoch 619 | loss: 0.0311814 | val_loss: 0.0311838 | Time: 2021.65 ms [2020-12-21 09:29:47 main:581] : INFO : Epoch 620 | loss: 0.0311797 | val_loss: 0.0311855 | Time: 2020.31 ms [2020-12-21 09:29:49 main:581] : INFO : Epoch 621 | loss: 0.031179 | val_loss: 0.0311827 | Time: 2017.7 ms [2020-12-21 09:29:51 main:581] : INFO : Epoch 622 | loss: 0.0311778 | val_loss: 0.0311848 | Time: 2020.26 ms [2020-12-21 09:29:53 main:581] : INFO : Epoch 623 | loss: 0.0311812 | val_loss: 0.0311918 | Time: 2015.83 ms [2020-12-21 09:29:55 main:581] : INFO : Epoch 624 | loss: 0.0311818 | val_loss: 0.0311833 | Time: 2000.77 ms [2020-12-21 09:29:57 main:581] : INFO : Epoch 625 | loss: 0.0311832 | val_loss: 0.0311847 | Time: 2013.26 ms [2020-12-21 09:29:59 main:581] : INFO : Epoch 626 | loss: 0.0311844 | val_loss: 0.0311849 | Time: 2012.21 ms [2020-12-21 09:30:01 main:581] : INFO : Epoch 627 | loss: 0.0311802 | val_loss: 0.0311848 | Time: 2004.61 ms [2020-12-21 09:30:03 main:581] : INFO : Epoch 628 | loss: 0.0311842 | val_loss: 0.0311856 | Time: 2017.28 ms [2020-12-21 09:30:05 main:581] : INFO : Epoch 629 | loss: 0.0311794 | val_loss: 0.0311916 | Time: 2017.19 ms [2020-12-21 09:30:07 main:581] : INFO : Epoch 630 | loss: 0.0311918 | val_loss: 0.0311872 | Time: 2019.71 ms [2020-12-21 09:30:09 main:581] : INFO : Epoch 631 | loss: 0.0311852 | val_loss: 0.0311879 | Time: 2013.01 ms [2020-12-21 09:30:11 main:581] : INFO : Epoch 632 | loss: 0.0311849 | val_loss: 0.0311889 | Time: 2009.3 ms [2020-12-21 09:30:13 main:581] : INFO : Epoch 633 | loss: 0.0311827 | val_loss: 0.0311826 | Time: 2014.63 ms [2020-12-21 09:30:15 main:581] : INFO : Epoch 634 | loss: 0.0311801 | val_loss: 0.0311877 | Time: 2007.74 ms [2020-12-21 09:30:17 main:581] : INFO : Epoch 635 | loss: 0.0311787 | val_loss: 0.031184 | Time: 2008.59 ms [2020-12-21 09:30:19 main:581] : INFO : Epoch 636 | loss: 0.0311793 | val_loss: 0.0311829 | Time: 2009.88 ms [2020-12-21 09:30:21 main:581] : INFO : Epoch 637 | loss: 0.0311795 | val_loss: 0.0311838 | Time: 2008.93 ms [2020-12-21 09:30:23 main:581] : INFO : Epoch 638 | loss: 0.0311807 | val_loss: 0.031182 | Time: 2018.32 ms [2020-12-21 09:30:25 main:581] : INFO : Epoch 639 | loss: 0.0311844 | val_loss: 0.0311877 | Time: 2013.17 ms [2020-12-21 09:30:27 main:581] : INFO : Epoch 640 | loss: 0.0311801 | val_loss: 0.0311831 | Time: 2020.23 ms [2020-12-21 09:30:29 main:581] : INFO : Epoch 641 | loss: 0.0311786 | val_loss: 0.0311832 | Time: 2020.34 ms [2020-12-21 09:30:31 main:581] : INFO : Epoch 642 | loss: 0.0311769 | val_loss: 0.0311862 | Time: 2007.62 ms [2020-12-21 09:30:33 main:581] : INFO : Epoch 643 | loss: 0.0311806 | val_loss: 0.0311841 | Time: 2029.59 ms [2020-12-21 09:30:35 main:581] : INFO : Epoch 644 | loss: 0.0311772 | val_loss: 0.0311848 | Time: 2012.83 ms [2020-12-21 09:30:37 main:581] : INFO : Epoch 645 | loss: 0.0311809 | val_loss: 0.031186 | Time: 2023.6 ms [2020-12-21 09:30:39 main:581] : INFO : Epoch 646 | loss: 0.0311793 | val_loss: 0.0311799 | Time: 2013.3 ms [2020-12-21 09:30:41 main:581] : INFO : Epoch 647 | loss: 0.031179 | val_loss: 0.0311827 | Time: 2021.03 ms [2020-12-21 09:30:43 main:581] : INFO : Epoch 648 | loss: 0.031177 | val_loss: 0.0311835 | Time: 2024.21 ms [2020-12-21 09:30:45 main:581] : INFO : Epoch 649 | loss: 0.0311794 | val_loss: 0.0311786 | Time: 2012.83 ms [2020-12-21 09:30:47 main:581] : INFO : Epoch 650 | loss: 0.0311789 | val_loss: 0.0311799 | Time: 2017.77 ms [2020-12-21 09:30:49 main:581] : INFO : Epoch 651 | loss: 0.0311807 | val_loss: 0.0311915 | Time: 2016.15 ms [2020-12-21 09:30:51 main:581] : INFO : Epoch 652 | loss: 0.0311805 | val_loss: 0.0311805 | Time: 2015.03 ms [2020-12-21 09:30:54 main:581] : INFO : Epoch 653 | loss: 0.0311826 | val_loss: 0.0311921 | Time: 2016.35 ms [2020-12-21 09:30:56 main:581] : INFO : Epoch 654 | loss: 0.0311835 | val_loss: 0.0311877 | Time: 2019.95 ms [2020-12-21 09:30:58 main:581] : INFO : Epoch 655 | loss: 0.0311779 | val_loss: 0.0311813 | Time: 2026.65 ms [2020-12-21 09:31:00 main:581] : INFO : Epoch 656 | loss: 0.0311778 | val_loss: 0.0311814 | Time: 2014.59 ms [2020-12-21 09:31:02 main:581] : INFO : Epoch 657 | loss: 0.0311768 | val_loss: 0.0311821 | Time: 2019.88 ms [2020-12-21 09:31:04 main:581] : INFO : Epoch 658 | loss: 0.0311777 | val_loss: 0.0311816 | Time: 2018.25 ms [2020-12-21 09:31:06 main:581] : INFO : Epoch 659 | loss: 0.0311808 | val_loss: 0.0311848 | Time: 2021.31 ms [2020-12-21 09:31:08 main:581] : INFO : Epoch 660 | loss: 0.0311811 | val_loss: 0.0311815 | Time: 2010.55 ms [2020-12-21 09:31:10 main:581] : INFO : Epoch 661 | loss: 0.0311778 | val_loss: 0.0311803 | Time: 2009.87 ms [2020-12-21 09:31:12 main:581] : INFO : Epoch 662 | loss: 0.0311803 | val_loss: 0.0311851 | Time: 2016.77 ms [2020-12-21 09:31:14 main:581] : INFO : Epoch 663 | loss: 0.0311809 | val_loss: 0.0311816 | Time: 2018.71 ms [2020-12-21 09:31:16 main:581] : INFO : Epoch 664 | loss: 0.0311794 | val_loss: 0.0311816 | Time: 2011.99 ms [2020-12-21 09:31:18 main:581] : INFO : Epoch 665 | loss: 0.0311768 | val_loss: 0.0311865 | Time: 2019.48 ms [2020-12-21 09:31:20 main:581] : INFO : Epoch 666 | loss: 0.0311784 | val_loss: 0.0311829 | Time: 2013.07 ms [2020-12-21 09:31:22 main:581] : INFO : Epoch 667 | loss: 0.0311771 | val_loss: 0.0311816 | Time: 2019.77 ms [2020-12-21 09:31:24 main:581] : INFO : Epoch 668 | loss: 0.0311778 | val_loss: 0.0311787 | Time: 2014.06 ms [2020-12-21 09:31:26 main:581] : INFO : Epoch 669 | loss: 0.031176 | val_loss: 0.031178 | Time: 2021.27 ms [2020-12-21 09:31:28 main:581] : INFO : Epoch 670 | loss: 0.031178 | val_loss: 0.0311887 | Time: 2012.25 ms [2020-12-21 09:31:30 main:581] : INFO : Epoch 671 | loss: 0.0311827 | val_loss: 0.0311856 | Time: 2024.25 ms [2020-12-21 09:31:32 main:581] : INFO : Epoch 672 | loss: 0.031177 | val_loss: 0.0311784 | Time: 2015.22 ms [2020-12-21 09:31:34 main:581] : INFO : Epoch 673 | loss: 0.031176 | val_loss: 0.0311879 | Time: 2016.5 ms [2020-12-21 09:31:36 main:581] : INFO : Epoch 674 | loss: 0.0311799 | val_loss: 0.0311816 | Time: 2010.16 ms [2020-12-21 09:31:38 main:581] : INFO : Epoch 675 | loss: 0.0311765 | val_loss: 0.0311784 | Time: 2021.2 ms [2020-12-21 09:31:40 main:581] : INFO : Epoch 676 | loss: 0.031175 | val_loss: 0.0311789 | Time: 2014.55 ms [2020-12-21 09:31:42 main:581] : INFO : Epoch 677 | loss: 0.0311756 | val_loss: 0.0311826 | Time: 2023.09 ms [2020-12-21 09:31:44 main:581] : INFO : Epoch 678 | loss: 0.0311814 | val_loss: 0.0311786 | Time: 2016.28 ms [2020-12-21 09:31:46 main:581] : INFO : Epoch 679 | loss: 0.0311769 | val_loss: 0.0311879 | Time: 2024.99 ms [2020-12-21 09:31:48 main:581] : INFO : Epoch 680 | loss: 0.0311812 | val_loss: 0.0311802 | Time: 2021.55 ms [2020-12-21 09:31:50 main:581] : INFO : Epoch 681 | loss: 0.0311805 | val_loss: 0.0311828 | Time: 2025.38 ms [2020-12-21 09:31:52 main:581] : INFO : Epoch 682 | loss: 0.0311786 | val_loss: 0.031179 | Time: 2017.17 ms [2020-12-21 09:31:54 main:581] : INFO : Epoch 683 | loss: 0.0311771 | val_loss: 0.0311765 | Time: 2019.7 ms [2020-12-21 09:31:56 main:581] : INFO : Epoch 684 | loss: 0.0311772 | val_loss: 0.0311749 | Time: 2022.19 ms [2020-12-21 09:31:58 main:581] : INFO : Epoch 685 | loss: 0.0311777 | val_loss: 0.0311845 | Time: 2025.47 ms [2020-12-21 09:32:00 main:581] : INFO : Epoch 686 | loss: 0.0311803 | val_loss: 0.0311821 | Time: 2020.15 ms [2020-12-21 09:32:02 main:581] : INFO : Epoch 687 | loss: 0.0311792 | val_loss: 0.0311781 | Time: 2018.23 ms [2020-12-21 09:32:04 main:581] : INFO : Epoch 688 | loss: 0.0311742 | val_loss: 0.0311753 | Time: 2021.5 ms [2020-12-21 09:32:06 main:581] : INFO : Epoch 689 | loss: 0.0311735 | val_loss: 0.0311759 | Time: 2023.22 ms [2020-12-21 09:32:08 main:581] : INFO : Epoch 690 | loss: 0.0311745 | val_loss: 0.0311799 | Time: 2013.27 ms [2020-12-21 09:32:10 main:581] : INFO : Epoch 691 | loss: 0.0311745 | val_loss: 0.0311763 | Time: 2020.9 ms [2020-12-21 09:32:12 main:581] : INFO : Epoch 692 | loss: 0.0311724 | val_loss: 0.0311738 | Time: 2012.7 ms [2020-12-21 09:32:14 main:581] : INFO : Epoch 693 | loss: 0.0311718 | val_loss: 0.0311787 | Time: 2020.03 ms [2020-12-21 09:32:16 main:581] : INFO : Epoch 694 | loss: 0.0311767 | val_loss: 0.031181 | Time: 2010.61 ms [2020-12-21 09:32:18 main:581] : INFO : Epoch 695 | loss: 0.0311777 | val_loss: 0.0311722 | Time: 2021.47 ms [2020-12-21 09:32:20 main:581] : INFO : Epoch 696 | loss: 0.0311729 | val_loss: 0.0311732 | Time: 2013.3 ms [2020-12-21 09:32:22 main:581] : INFO : Epoch 697 | loss: 0.0311722 | val_loss: 0.0311761 | Time: 2019.35 ms [2020-12-21 09:32:24 main:581] : INFO : Epoch 698 | loss: 0.0311737 | val_loss: 0.0311753 | Time: 2019.53 ms [2020-12-21 09:32:26 main:581] : INFO : Epoch 699 | loss: 0.0311737 | val_loss: 0.0311769 | Time: 2010.48 ms [2020-12-21 09:32:28 main:581] : INFO : Epoch 700 | loss: 0.0311719 | val_loss: 0.03118 | Time: 2016.3 ms [2020-12-21 09:32:30 main:581] : INFO : Epoch 701 | loss: 0.0311713 | val_loss: 0.0311745 | Time: 2016.08 ms [2020-12-21 09:32:32 main:581] : INFO : Epoch 702 | loss: 0.0311762 | val_loss: 0.0311754 | Time: 2024.27 ms [2020-12-21 09:32:34 main:581] : INFO : Epoch 703 | loss: 0.0311766 | val_loss: 0.0311803 | Time: 2010.07 ms [2020-12-21 09:32:36 main:581] : INFO : Epoch 704 | loss: 0.0311761 | val_loss: 0.0311827 | Time: 2023.81 ms [2020-12-21 09:32:38 main:581] : INFO : Epoch 705 | loss: 0.0311902 | val_loss: 0.0311905 | Time: 2023.93 ms [2020-12-21 09:32:40 main:581] : INFO : Epoch 706 | loss: 0.0312016 | val_loss: 0.0311992 | Time: 2021.35 ms [2020-12-21 09:32:42 main:581] : INFO : Epoch 707 | loss: 0.031202 | val_loss: 0.0311989 | Time: 2012.14 ms [2020-12-21 09:32:45 main:581] : INFO : Epoch 708 | loss: 0.0312016 | val_loss: 0.0311912 | Time: 2015.29 ms [2020-12-21 09:32:47 main:581] : INFO : Epoch 709 | loss: 0.0311958 | val_loss: 0.0311885 | Time: 2016.79 ms [2020-12-21 09:32:49 main:581] : INFO : Epoch 710 | loss: 0.0311935 | val_loss: 0.0311895 | Time: 2023.85 ms [2020-12-21 09:32:51 main:581] : INFO : Epoch 711 | loss: 0.0311959 | val_loss: 0.0311968 | Time: 2012.28 ms [2020-12-21 09:32:53 main:581] : INFO : Epoch 712 | loss: 0.0311965 | val_loss: 0.0311911 | Time: 2025.7 ms [2020-12-21 09:32:55 main:581] : INFO : Epoch 713 | loss: 0.0311933 | val_loss: 0.0311911 | Time: 2019.76 ms [2020-12-21 09:32:57 main:581] : INFO : Epoch 714 | loss: 0.0311944 | val_loss: 0.0311909 | Time: 2026.4 ms [2020-12-21 09:32:59 main:581] : INFO : Epoch 715 | loss: 0.0311931 | val_loss: 0.0311881 | Time: 2023.16 ms [2020-12-21 09:33:01 main:581] : INFO : Epoch 716 | loss: 0.031193 | val_loss: 0.0311919 | Time: 2024.09 ms [2020-12-21 09:33:03 main:581] : INFO : Epoch 717 | loss: 0.0311921 | val_loss: 0.0311874 | Time: 2023.21 ms [2020-12-21 09:33:05 main:581] : INFO : Epoch 718 | loss: 0.0311955 | val_loss: 0.0311879 | Time: 2010.77 ms [2020-12-21 09:33:07 main:581] : INFO : Epoch 719 | loss: 0.031193 | val_loss: 0.0311876 | Time: 2022.53 ms [2020-12-21 09:33:09 main:581] : INFO : Epoch 720 | loss: 0.0311937 | val_loss: 0.0311879 | Time: 2014.23 ms [2020-12-21 09:33:11 main:581] : INFO : Epoch 721 | loss: 0.0311881 | val_loss: 0.0311862 | Time: 2028.03 ms [2020-12-21 09:33:13 main:581] : INFO : Epoch 722 | loss: 0.0311888 | val_loss: 0.0311851 | Time: 2023.95 ms [2020-12-21 09:33:15 main:581] : INFO : Epoch 723 | loss: 0.0311863 | val_loss: 0.0311943 | Time: 2026.24 ms [2020-12-21 09:33:17 main:581] : INFO : Epoch 724 | loss: 0.0311884 | val_loss: 0.0311939 | Time: 2016.92 ms [2020-12-21 09:33:19 main:581] : INFO : Epoch 725 | loss: 0.0311884 | val_loss: 0.0311883 | Time: 2015.86 ms [2020-12-21 09:33:21 main:581] : INFO : Epoch 726 | loss: 0.0311866 | val_loss: 0.0311861 | Time: 2024.97 ms [2020-12-21 09:33:23 main:581] : INFO : Epoch 727 | loss: 0.0311871 | val_loss: 0.0311837 | Time: 2033.23 ms [2020-12-21 09:33:25 main:581] : INFO : Epoch 728 | loss: 0.0311818 | val_loss: 0.0311836 | Time: 2023.56 ms [2020-12-21 09:33:27 main:581] : INFO : Epoch 729 | loss: 0.0311844 | val_loss: 0.031184 | Time: 2025.32 ms [2020-12-21 09:33:29 main:581] : INFO : Epoch 730 | loss: 0.0311841 | val_loss: 0.0311807 | Time: 2018.41 ms [2020-12-21 09:33:31 main:581] : INFO : Epoch 731 | loss: 0.0311823 | val_loss: 0.0311848 | Time: 2028.17 ms [2020-12-21 09:33:33 main:581] : INFO : Epoch 732 | loss: 0.0311829 | val_loss: 0.0311798 | Time: 2030.78 ms [2020-12-21 09:33:35 main:581] : INFO : Epoch 733 | loss: 0.0311813 | val_loss: 0.0311783 | Time: 2013.05 ms [2020-12-21 09:33:37 main:581] : INFO : Epoch 734 | loss: 0.0311819 | val_loss: 0.0311784 | Time: 2022.67 ms [2020-12-21 09:33:39 main:581] : INFO : Epoch 735 | loss: 0.0311828 | val_loss: 0.0312038 | Time: 2018.55 ms [2020-12-21 09:33:41 main:581] : INFO : Epoch 736 | loss: 0.0311899 | val_loss: 0.031193 | Time: 2022.59 ms [2020-12-21 09:33:43 main:581] : INFO : Epoch 737 | loss: 0.0311806 | val_loss: 0.0311804 | Time: 2010.08 ms [2020-12-21 09:33:45 main:581] : INFO : Epoch 738 | loss: 0.0311799 | val_loss: 0.0311843 | Time: 2021.87 ms [2020-12-21 09:33:47 main:581] : INFO : Epoch 739 | loss: 0.0311815 | val_loss: 0.0311794 | Time: 2021.81 ms [2020-12-21 09:33:49 main:581] : INFO : Epoch 740 | loss: 0.0311807 | val_loss: 0.0311802 | Time: 2026.12 ms [2020-12-21 09:33:51 main:581] : INFO : Epoch 741 | loss: 0.0311829 | val_loss: 0.0311777 | Time: 2023.28 ms [2020-12-21 09:33:53 main:581] : INFO : Epoch 742 | loss: 0.031185 | val_loss: 0.0311844 | Time: 2029.88 ms [2020-12-21 09:33:55 main:581] : INFO : Epoch 743 | loss: 0.0311841 | val_loss: 0.0311869 | Time: 2005.17 ms [2020-12-21 09:33:57 main:581] : INFO : Epoch 744 | loss: 0.0311838 | val_loss: 0.0311753 | Time: 2025.23 ms [2020-12-21 09:33:59 main:581] : INFO : Epoch 745 | loss: 0.0311818 | val_loss: 0.0311776 | Time: 2019.66 ms [2020-12-21 09:34:01 main:581] : INFO : Epoch 746 | loss: 0.0311768 | val_loss: 0.0311773 | Time: 2010.88 ms [2020-12-21 09:34:03 main:581] : INFO : Epoch 747 | loss: 0.0311804 | val_loss: 0.0311745 | Time: 2023.48 ms [2020-12-21 09:34:05 main:581] : INFO : Epoch 748 | loss: 0.0311745 | val_loss: 0.031174 | Time: 2027.38 ms [2020-12-21 09:34:07 main:581] : INFO : Epoch 749 | loss: 0.0311784 | val_loss: 0.0311747 | Time: 2027.05 ms [2020-12-21 09:34:09 main:581] : INFO : Epoch 750 | loss: 0.0311795 | val_loss: 0.0311783 | Time: 2023.5 ms [2020-12-21 09:34:11 main:581] : INFO : Epoch 751 | loss: 0.0311796 | val_loss: 0.0311754 | Time: 2026 ms [2020-12-21 09:34:13 main:581] : INFO : Epoch 752 | loss: 0.0311739 | val_loss: 0.0311721 | Time: 2030.21 ms [2020-12-21 09:34:16 main:581] : INFO : Epoch 753 | loss: 0.0311742 | val_loss: 0.031172 | Time: 2028.39 ms [2020-12-21 09:34:18 main:581] : INFO : Epoch 754 | loss: 0.0311771 | val_loss: 0.0311843 | Time: 2027.86 ms [2020-12-21 09:34:20 main:581] : INFO : Epoch 755 | loss: 0.031181 | val_loss: 0.0312018 | Time: 2014.95 ms [2020-12-21 09:34:22 main:581] : INFO : Epoch 756 | loss: 0.0311822 | val_loss: 0.0311738 | Time: 2019.58 ms [2020-12-21 09:34:24 main:581] : INFO : Epoch 757 | loss: 0.0311801 | val_loss: 0.0311751 | Time: 2032.09 ms [2020-12-21 09:34:26 main:581] : INFO : Epoch 758 | loss: 0.0311741 | val_loss: 0.0311722 | Time: 2023.79 ms [2020-12-21 09:34:28 main:581] : INFO : Epoch 759 | loss: 0.031171 | val_loss: 0.031171 | Time: 2034.36 ms [2020-12-21 09:34:30 main:581] : INFO : Epoch 760 | loss: 0.0311702 | val_loss: 0.0311763 | Time: 2017.95 ms [2020-12-21 09:34:32 main:581] : INFO : Epoch 761 | loss: 0.0311735 | val_loss: 0.0311722 | Time: 2031.54 ms [2020-12-21 09:34:34 main:581] : INFO : Epoch 762 | loss: 0.0311745 | val_loss: 0.0311751 | Time: 2025.35 ms [2020-12-21 09:34:36 main:581] : INFO : Epoch 763 | loss: 0.0311732 | val_loss: 0.0311773 | Time: 2023.23 ms [2020-12-21 09:34:38 main:581] : INFO : Epoch 764 | loss: 0.0311712 | val_loss: 0.0311823 | Time: 2024.24 ms [2020-12-21 09:34:40 main:581] : INFO : Epoch 765 | loss: 0.0311715 | val_loss: 0.0311805 | Time: 2032.67 ms [2020-12-21 09:34:42 main:581] : INFO : Epoch 766 | loss: 0.0311727 | val_loss: 0.031172 | Time: 2022.63 ms [2020-12-21 09:34:44 main:581] : INFO : Epoch 767 | loss: 0.0311701 | val_loss: 0.0311735 | Time: 2028.59 ms [2020-12-21 09:34:46 main:581] : INFO : Epoch 768 | loss: 0.0311697 | val_loss: 0.0311721 | Time: 2007.54 ms [2020-12-21 09:34:48 main:581] : INFO : Epoch 769 | loss: 0.0311675 | val_loss: 0.0311731 | Time: 2015.91 ms [2020-12-21 09:34:50 main:581] : INFO : Epoch 770 | loss: 0.0311737 | val_loss: 0.0311835 | Time: 2010.89 ms [2020-12-21 09:34:52 main:581] : INFO : Epoch 771 | loss: 0.0311694 | val_loss: 0.0311839 | Time: 2011.34 ms [2020-12-21 09:34:54 main:581] : INFO : Epoch 772 | loss: 0.0311719 | val_loss: 0.0311735 | Time: 2020.78 ms [2020-12-21 09:34:56 main:581] : INFO : Epoch 773 | loss: 0.0311703 | val_loss: 0.0311736 | Time: 2020.05 ms [2020-12-21 09:34:58 main:581] : INFO : Epoch 774 | loss: 0.0311667 | val_loss: 0.0311738 | Time: 2009.19 ms [2020-12-21 09:35:00 main:581] : INFO : Epoch 775 | loss: 0.0311676 | val_loss: 0.0311726 | Time: 2016.56 ms [2020-12-21 09:35:02 main:581] : INFO : Epoch 776 | loss: 0.0311699 | val_loss: 0.0311736 | Time: 2016.02 ms [2020-12-21 09:35:04 main:581] : INFO : Epoch 777 | loss: 0.0311685 | val_loss: 0.0311738 | Time: 2019.04 ms [2020-12-21 09:35:06 main:581] : INFO : Epoch 778 | loss: 0.0311712 | val_loss: 0.0311731 | Time: 2022.9 ms [2020-12-21 09:35:08 main:581] : INFO : Epoch 779 | loss: 0.0311725 | val_loss: 0.0311736 | Time: 2004.88 ms [2020-12-21 09:35:10 main:581] : INFO : Epoch 780 | loss: 0.0311688 | val_loss: 0.0311732 | Time: 2036.54 ms [2020-12-21 09:35:12 main:581] : INFO : Epoch 781 | loss: 0.0311697 | val_loss: 0.031173 | Time: 2028.02 ms [2020-12-21 09:35:14 main:581] : INFO : Epoch 782 | loss: 0.0311691 | val_loss: 0.0311724 | Time: 2022.46 ms [2020-12-21 09:35:16 main:581] : INFO : Epoch 783 | loss: 0.0311748 | val_loss: 0.0311776 | Time: 2027.97 ms [2020-12-21 09:35:18 main:581] : INFO : Epoch 784 | loss: 0.0311729 | val_loss: 0.0311743 | Time: 2019.89 ms [2020-12-21 09:35:20 main:581] : INFO : Epoch 785 | loss: 0.031169 | val_loss: 0.0311716 | Time: 2016.63 ms [2020-12-21 09:35:22 main:581] : INFO : Epoch 786 | loss: 0.031168 | val_loss: 0.031177 | Time: 2011.29 ms [2020-12-21 09:35:24 main:581] : INFO : Epoch 787 | loss: 0.0311721 | val_loss: 0.0311841 | Time: 2016.73 ms [2020-12-21 09:35:26 main:581] : INFO : Epoch 788 | loss: 0.031172 | val_loss: 0.0311737 | Time: 2021.75 ms [2020-12-21 09:35:28 main:581] : INFO : Epoch 789 | loss: 0.0311719 | val_loss: 0.0311748 | Time: 2043.33 ms [2020-12-21 09:35:30 main:581] : INFO : Epoch 790 | loss: 0.0311681 | val_loss: 0.0311765 | Time: 2010.74 ms [2020-12-21 09:35:32 main:581] : INFO : Epoch 791 | loss: 0.0311699 | val_loss: 0.0311776 | Time: 2033.28 ms [2020-12-21 09:35:34 main:581] : INFO : Epoch 792 | loss: 0.0311695 | val_loss: 0.0311733 | Time: 2024.7 ms [2020-12-21 09:35:36 main:581] : INFO : Epoch 793 | loss: 0.0311707 | val_loss: 0.0311722 | Time: 2016.81 ms [2020-12-21 09:35:38 main:581] : INFO : Epoch 794 | loss: 0.0311708 | val_loss: 0.0311782 | Time: 2024.22 ms [2020-12-21 09:35:40 main:581] : INFO : Epoch 795 | loss: 0.0311708 | val_loss: 0.0311719 | Time: 2023.96 ms [2020-12-21 09:35:42 main:581] : INFO : Epoch 796 | loss: 0.031171 | val_loss: 0.0311935 | Time: 2027.93 ms [2020-12-21 09:35:44 main:581] : INFO : Epoch 797 | loss: 0.0311734 | val_loss: 0.0311728 | Time: 2011.72 ms [2020-12-21 09:35:46 main:581] : INFO : Epoch 798 | loss: 0.0311736 | val_loss: 0.0311772 | Time: 2018.58 ms [2020-12-21 09:35:49 main:581] : INFO : Epoch 799 | loss: 0.0311693 | val_loss: 0.0311729 | Time: 2027.35 ms [2020-12-21 09:35:51 main:581] : INFO : Epoch 800 | loss: 0.0311677 | val_loss: 0.031172 | Time: 2027.24 ms [2020-12-21 09:35:53 main:581] : INFO : Epoch 801 | loss: 0.0311673 | val_loss: 0.0311715 | Time: 2026.04 ms [2020-12-21 09:35:55 main:581] : INFO : Epoch 802 | loss: 0.0311672 | val_loss: 0.0311749 | Time: 2015.8 ms [2020-12-21 09:35:57 main:581] : INFO : Epoch 803 | loss: 0.0311674 | val_loss: 0.0311725 | Time: 2023.08 ms [2020-12-21 09:35:59 main:581] : INFO : Epoch 804 | loss: 0.0311674 | val_loss: 0.0311712 | Time: 2017.8 ms [2020-12-21 09:36:01 main:581] : INFO : Epoch 805 | loss: 0.0311662 | val_loss: 0.0311737 | Time: 2030.84 ms [2020-12-21 09:36:03 main:581] : INFO : Epoch 806 | loss: 0.0311644 | val_loss: 0.0311724 | Time: 2012.7 ms [2020-12-21 09:36:05 main:581] : INFO : Epoch 807 | loss: 0.0311643 | val_loss: 0.0311716 | Time: 2016.92 ms [2020-12-21 09:36:07 main:581] : INFO : Epoch 808 | loss: 0.0311643 | val_loss: 0.0311715 | Time: 2029.83 ms [2020-12-21 09:36:09 main:581] : INFO : Epoch 809 | loss: 0.0311632 | val_loss: 0.0311714 | Time: 2017.89 ms [2020-12-21 09:36:11 main:581] : INFO : Epoch 810 | loss: 0.0311621 | val_loss: 0.0311742 | Time: 2030.71 ms [2020-12-21 09:36:13 main:581] : INFO : Epoch 811 | loss: 0.0311634 | val_loss: 0.0311698 | Time: 2023.74 ms [2020-12-21 09:36:15 main:581] : INFO : Epoch 812 | loss: 0.0311631 | val_loss: 0.0311708 | Time: 2029.14 ms [2020-12-21 09:36:17 main:581] : INFO : Epoch 813 | loss: 0.031167 | val_loss: 0.0311722 | Time: 2027.59 ms [2020-12-21 09:36:19 main:581] : INFO : Epoch 814 | loss: 0.0311644 | val_loss: 0.0311689 | Time: 2031.06 ms [2020-12-21 09:36:21 main:581] : INFO : Epoch 815 | loss: 0.0311655 | val_loss: 0.031175 | Time: 2020.89 ms [2020-12-21 09:36:23 main:581] : INFO : Epoch 816 | loss: 0.0311636 | val_loss: 0.0311695 | Time: 2023.07 ms [2020-12-21 09:36:25 main:581] : INFO : Epoch 817 | loss: 0.0311618 | val_loss: 0.0311699 | Time: 2023.34 ms [2020-12-21 09:36:27 main:581] : INFO : Epoch 818 | loss: 0.0311633 | val_loss: 0.0311719 | Time: 2019.25 ms [2020-12-21 09:36:29 main:581] : INFO : Epoch 819 | loss: 0.0311655 | val_loss: 0.0311704 | Time: 2026.59 ms [2020-12-21 09:36:31 main:581] : INFO : Epoch 820 | loss: 0.0311637 | val_loss: 0.0311754 | Time: 2022.63 ms [2020-12-21 09:36:33 main:581] : INFO : Epoch 821 | loss: 0.0311658 | val_loss: 0.0311711 | Time: 2022.8 ms [2020-12-21 09:36:35 main:581] : INFO : Epoch 822 | loss: 0.0311645 | val_loss: 0.0311698 | Time: 2014.78 ms [2020-12-21 09:36:37 main:581] : INFO : Epoch 823 | loss: 0.0311661 | val_loss: 0.0311698 | Time: 2030.39 ms [2020-12-21 09:36:39 main:581] : INFO : Epoch 824 | loss: 0.0311637 | val_loss: 0.0311714 | Time: 2017.57 ms [2020-12-21 09:36:41 main:581] : INFO : Epoch 825 | loss: 0.0311673 | val_loss: 0.0311841 | Time: 2034.8 ms [2020-12-21 09:36:43 main:581] : INFO : Epoch 826 | loss: 0.0311693 | val_loss: 0.0311739 | Time: 2027.27 ms [2020-12-21 09:36:45 main:581] : INFO : Epoch 827 | loss: 0.0311674 | val_loss: 0.0311692 | Time: 2027.92 ms [2020-12-21 09:36:47 main:581] : INFO : Epoch 828 | loss: 0.0311644 | val_loss: 0.0311746 | Time: 2015.23 ms [2020-12-21 09:36:49 main:581] : INFO : Epoch 829 | loss: 0.0311636 | val_loss: 0.0311706 | Time: 2014.58 ms [2020-12-21 09:36:51 main:581] : INFO : Epoch 830 | loss: 0.0311652 | val_loss: 0.0311796 | Time: 2031.99 ms [2020-12-21 09:36:53 main:581] : INFO : Epoch 831 | loss: 0.0311652 | val_loss: 0.0311702 | Time: 2020.87 ms [2020-12-21 09:36:55 main:581] : INFO : Epoch 832 | loss: 0.0311645 | val_loss: 0.0311731 | Time: 2012.41 ms [2020-12-21 09:36:57 main:581] : INFO : Epoch 833 | loss: 0.0311648 | val_loss: 0.031173 | Time: 2021.8 ms [2020-12-21 09:36:59 main:581] : INFO : Epoch 834 | loss: 0.0311664 | val_loss: 0.0311734 | Time: 2020.7 ms [2020-12-21 09:37:01 main:581] : INFO : Epoch 835 | loss: 0.0311653 | val_loss: 0.0311717 | Time: 2023.1 ms [2020-12-21 09:37:03 main:581] : INFO : Epoch 836 | loss: 0.0311636 | val_loss: 0.0311722 | Time: 2011.43 ms [2020-12-21 09:37:05 main:581] : INFO : Epoch 837 | loss: 0.0311628 | val_loss: 0.0311742 | Time: 2018.7 ms [2020-12-21 09:37:07 main:581] : INFO : Epoch 838 | loss: 0.0311659 | val_loss: 0.0311727 | Time: 2008.88 ms [2020-12-21 09:37:09 main:581] : INFO : Epoch 839 | loss: 0.0311683 | val_loss: 0.0311793 | Time: 2021.37 ms [2020-12-21 09:37:11 main:581] : INFO : Epoch 840 | loss: 0.0311656 | val_loss: 0.0311712 | Time: 2021.93 ms [2020-12-21 09:37:13 main:581] : INFO : Epoch 841 | loss: 0.0311631 | val_loss: 0.0311727 | Time: 2031.3 ms [2020-12-21 09:37:15 main:581] : INFO : Epoch 842 | loss: 0.0311634 | val_loss: 0.0311744 | Time: 2009.39 ms [2020-12-21 09:37:17 main:581] : INFO : Epoch 843 | loss: 0.0311613 | val_loss: 0.0311746 | Time: 2012.28 ms [2020-12-21 09:37:20 main:581] : INFO : Epoch 844 | loss: 0.0311614 | val_loss: 0.03118 | Time: 2014.83 ms [2020-12-21 09:37:22 main:581] : INFO : Epoch 845 | loss: 0.0311618 | val_loss: 0.0311708 | Time: 2006.41 ms [2020-12-21 09:37:24 main:581] : INFO : Epoch 846 | loss: 0.0311669 | val_loss: 0.0311729 | Time: 2018.7 ms [2020-12-21 09:37:26 main:581] : INFO : Epoch 847 | loss: 0.0311615 | val_loss: 0.0311758 | Time: 2010.33 ms [2020-12-21 09:37:28 main:581] : INFO : Epoch 848 | loss: 0.0311598 | val_loss: 0.0311706 | Time: 2009.94 ms [2020-12-21 09:37:30 main:581] : INFO : Epoch 849 | loss: 0.0311616 | val_loss: 0.0311719 | Time: 2008.94 ms [2020-12-21 09:37:32 main:581] : INFO : Epoch 850 | loss: 0.0311607 | val_loss: 0.0311726 | Time: 2009.5 ms [2020-12-21 09:37:34 main:581] : INFO : Epoch 851 | loss: 0.0311612 | val_loss: 0.0311723 | Time: 2012.12 ms [2020-12-21 09:37:36 main:581] : INFO : Epoch 852 | loss: 0.0311616 | val_loss: 0.0311801 | Time: 2002.42 ms [2020-12-21 09:37:38 main:581] : INFO : Epoch 853 | loss: 0.0311617 | val_loss: 0.0311734 | Time: 2013.72 ms [2020-12-21 09:37:40 main:581] : INFO : Epoch 854 | loss: 0.0311633 | val_loss: 0.0311786 | Time: 2022.63 ms [2020-12-21 09:37:42 main:581] : INFO : Epoch 855 | loss: 0.0311641 | val_loss: 0.0311744 | Time: 2005.32 ms [2020-12-21 09:37:44 main:581] : INFO : Epoch 856 | loss: 0.0311697 | val_loss: 0.0311745 | Time: 2010.79 ms [2020-12-21 09:37:46 main:581] : INFO : Epoch 857 | loss: 0.0311651 | val_loss: 0.0311796 | Time: 2003.79 ms [2020-12-21 09:37:48 main:581] : INFO : Epoch 858 | loss: 0.0311667 | val_loss: 0.0311734 | Time: 2009.07 ms [2020-12-21 09:37:50 main:581] : INFO : Epoch 859 | loss: 0.0311621 | val_loss: 0.0311709 | Time: 2004.74 ms [2020-12-21 09:37:52 main:581] : INFO : Epoch 860 | loss: 0.0311679 | val_loss: 0.0311737 | Time: 2013.12 ms [2020-12-21 09:37:54 main:581] : INFO : Epoch 861 | loss: 0.0311632 | val_loss: 0.0311744 | Time: 1994.87 ms [2020-12-21 09:37:56 main:581] : INFO : Epoch 862 | loss: 0.0311604 | val_loss: 0.0311737 | Time: 2012.9 ms [2020-12-21 09:37:58 main:581] : INFO : Epoch 863 | loss: 0.0311598 | val_loss: 0.0311726 | Time: 2009.68 ms [2020-12-21 09:38:00 main:581] : INFO : Epoch 864 | loss: 0.0311627 | val_loss: 0.031171 | Time: 2008.46 ms [2020-12-21 09:38:02 main:581] : INFO : Epoch 865 | loss: 0.0311606 | val_loss: 0.0311721 | Time: 2014.79 ms [2020-12-21 09:38:04 main:581] : INFO : Epoch 866 | loss: 0.0311611 | val_loss: 0.031173 | Time: 2019.39 ms [2020-12-21 09:38:06 main:581] : INFO : Epoch 867 | loss: 0.0311592 | val_loss: 0.0311709 | Time: 2014.5 ms [2020-12-21 09:38:08 main:581] : INFO : Epoch 868 | loss: 0.0311584 | val_loss: 0.0311724 | Time: 2014.34 ms [2020-12-21 09:38:10 main:581] : INFO : Epoch 869 | loss: 0.0311592 | val_loss: 0.0311706 | Time: 2024.26 ms [2020-12-21 09:38:12 main:581] : INFO : Epoch 870 | loss: 0.0311681 | val_loss: 0.0311807 | Time: 2015 ms [2020-12-21 09:38:14 main:581] : INFO : Epoch 871 | loss: 0.0311644 | val_loss: 0.0311796 | Time: 2016.61 ms [2020-12-21 09:38:16 main:581] : INFO : Epoch 872 | loss: 0.0311604 | val_loss: 0.0311724 | Time: 2017.26 ms [2020-12-21 09:38:18 main:581] : INFO : Epoch 873 | loss: 0.0311608 | val_loss: 0.0311758 | Time: 2014.25 ms [2020-12-21 09:38:20 main:581] : INFO : Epoch 874 | loss: 0.0311595 | val_loss: 0.0311715 | Time: 2011.64 ms [2020-12-21 09:38:22 main:581] : INFO : Epoch 875 | loss: 0.0311562 | val_loss: 0.0311714 | Time: 2019.67 ms [2020-12-21 09:38:24 main:581] : INFO : Epoch 876 | loss: 0.0311602 | val_loss: 0.0311742 | Time: 2018.59 ms [2020-12-21 09:38:26 main:581] : INFO : Epoch 877 | loss: 0.0311662 | val_loss: 0.0311847 | Time: 2019.65 ms [2020-12-21 09:38:28 main:581] : INFO : Epoch 878 | loss: 0.0311642 | val_loss: 0.0311731 | Time: 2020.26 ms [2020-12-21 09:38:30 main:581] : INFO : Epoch 879 | loss: 0.03116 | val_loss: 0.0311767 | Time: 2011.76 ms [2020-12-21 09:38:32 main:581] : INFO : Epoch 880 | loss: 0.0311596 | val_loss: 0.0311749 | Time: 2019.93 ms [2020-12-21 09:38:34 main:581] : INFO : Epoch 881 | loss: 0.0311563 | val_loss: 0.0311707 | Time: 2022.21 ms [2020-12-21 09:38:36 main:581] : INFO : Epoch 882 | loss: 0.0311556 | val_loss: 0.0311745 | Time: 2022.23 ms [2020-12-21 09:38:38 main:581] : INFO : Epoch 883 | loss: 0.0311741 | val_loss: 0.0311782 | Time: 2022.84 ms [2020-12-21 09:38:40 main:581] : INFO : Epoch 884 | loss: 0.0311736 | val_loss: 0.031186 | Time: 2009.47 ms [2020-12-21 09:38:42 main:581] : INFO : Epoch 885 | loss: 0.0311733 | val_loss: 0.0311895 | Time: 2007.67 ms [2020-12-21 09:38:44 main:581] : INFO : Epoch 886 | loss: 0.0311717 | val_loss: 0.031176 | Time: 2017.85 ms [2020-12-21 09:38:46 main:581] : INFO : Epoch 887 | loss: 0.0311694 | val_loss: 0.0311731 | Time: 2011.15 ms [2020-12-21 09:38:48 main:581] : INFO : Epoch 888 | loss: 0.0311649 | val_loss: 0.031175 | Time: 2010.35 ms [2020-12-21 09:38:50 main:581] : INFO : Epoch 889 | loss: 0.031164 | val_loss: 0.0311714 | Time: 1997.05 ms [2020-12-21 09:38:52 main:581] : INFO : Epoch 890 | loss: 0.0311618 | val_loss: 0.0311719 | Time: 2009.44 ms [2020-12-21 09:38:54 main:581] : INFO : Epoch 891 | loss: 0.0311619 | val_loss: 0.0311692 | Time: 2014.8 ms [2020-12-21 09:38:56 main:581] : INFO : Epoch 892 | loss: 0.0311611 | val_loss: 0.0311695 | Time: 2023.15 ms [2020-12-21 09:38:58 main:581] : INFO : Epoch 893 | loss: 0.0311599 | val_loss: 0.0311709 | Time: 2023.73 ms [2020-12-21 09:39:00 main:581] : INFO : Epoch 894 | loss: 0.0311614 | val_loss: 0.0311756 | Time: 2013.39 ms [2020-12-21 09:39:02 main:581] : INFO : Epoch 895 | loss: 0.0311614 | val_loss: 0.0311696 | Time: 2022.84 ms [2020-12-21 09:39:04 main:581] : INFO : Epoch 896 | loss: 0.0311615 | val_loss: 0.0311675 | Time: 2021.65 ms [2020-12-21 09:39:06 main:581] : INFO : Epoch 897 | loss: 0.0311597 | val_loss: 0.0311705 | Time: 2011.79 ms [2020-12-21 09:39:08 main:581] : INFO : Epoch 898 | loss: 0.0311638 | val_loss: 0.031167 | Time: 2020.17 ms [2020-12-21 09:39:10 main:581] : INFO : Epoch 899 | loss: 0.0311592 | val_loss: 0.0311669 | Time: 2019.71 ms [2020-12-21 09:39:12 main:581] : INFO : Epoch 900 | loss: 0.0311634 | val_loss: 0.0311694 | Time: 2011.61 ms [2020-12-21 09:39:14 main:581] : INFO : Epoch 901 | loss: 0.0311659 | val_loss: 0.0311685 | Time: 2017.38 ms [2020-12-21 09:39:16 main:581] : INFO : Epoch 902 | loss: 0.0311622 | val_loss: 0.0311668 | Time: 2017.7 ms [2020-12-21 09:39:18 main:581] : INFO : Epoch 903 | loss: 0.0311576 | val_loss: 0.0311667 | Time: 2020.17 ms [2020-12-21 09:39:20 main:581] : INFO : Epoch 904 | loss: 0.0311573 | val_loss: 0.0311681 | Time: 2016.93 ms [2020-12-21 09:39:22 main:581] : INFO : Epoch 905 | loss: 0.0311592 | val_loss: 0.0311703 | Time: 2019.15 ms [2020-12-21 09:39:24 main:581] : INFO : Epoch 906 | loss: 0.0311608 | val_loss: 0.031168 | Time: 1997.49 ms [2020-12-21 09:39:26 main:581] : INFO : Epoch 907 | loss: 0.0311555 | val_loss: 0.0311704 | Time: 2012.27 ms [2020-12-21 09:39:28 main:581] : INFO : Epoch 908 | loss: 0.0311584 | val_loss: 0.0311657 | Time: 2010.62 ms [2020-12-21 09:39:30 main:581] : INFO : Epoch 909 | loss: 0.0311599 | val_loss: 0.031174 | Time: 2002.57 ms [2020-12-21 09:39:32 main:581] : INFO : Epoch 910 | loss: 0.0311615 | val_loss: 0.0311768 | Time: 2009 ms [2020-12-21 09:39:34 main:581] : INFO : Epoch 911 | loss: 0.0311604 | val_loss: 0.0311682 | Time: 2003.14 ms [2020-12-21 09:39:36 main:581] : INFO : Epoch 912 | loss: 0.0311594 | val_loss: 0.0311747 | Time: 2010.38 ms [2020-12-21 09:39:38 main:581] : INFO : Epoch 913 | loss: 0.0311586 | val_loss: 0.0311668 | Time: 2009.33 ms [2020-12-21 09:39:40 main:581] : INFO : Epoch 914 | loss: 0.0311562 | val_loss: 0.0311696 | Time: 2005.58 ms [2020-12-21 09:39:42 main:581] : INFO : Epoch 915 | loss: 0.0311563 | val_loss: 0.0311676 | Time: 2011.74 ms [2020-12-21 09:39:44 main:581] : INFO : Epoch 916 | loss: 0.0311575 | val_loss: 0.0311672 | Time: 2007.97 ms [2020-12-21 09:39:46 main:581] : INFO : Epoch 917 | loss: 0.0311572 | val_loss: 0.0311696 | Time: 1999.8 ms [2020-12-21 09:39:48 main:581] : INFO : Epoch 918 | loss: 0.0311581 | val_loss: 0.0311795 | Time: 2004.65 ms [2020-12-21 09:39:50 main:581] : INFO : Epoch 919 | loss: 0.0311584 | val_loss: 0.0311693 | Time: 2004.58 ms [2020-12-21 09:39:52 main:581] : INFO : Epoch 920 | loss: 0.0311544 | val_loss: 0.0311676 | Time: 2007.14 ms [2020-12-21 09:39:54 main:581] : INFO : Epoch 921 | loss: 0.0311531 | val_loss: 0.0311685 | Time: 2003.3 ms [2020-12-21 09:39:56 main:581] : INFO : Epoch 922 | loss: 0.0311544 | val_loss: 0.0311672 | Time: 2009.62 ms [2020-12-21 09:39:59 main:581] : INFO : Epoch 923 | loss: 0.0311611 | val_loss: 0.0311799 | Time: 2007.25 ms [2020-12-21 09:40:01 main:581] : INFO : Epoch 924 | loss: 0.0311646 | val_loss: 0.0311738 | Time: 2016.61 ms [2020-12-21 09:40:03 main:581] : INFO : Epoch 925 | loss: 0.0311574 | val_loss: 0.0311837 | Time: 2016.65 ms [2020-12-21 09:40:05 main:581] : INFO : Epoch 926 | loss: 0.031155 | val_loss: 0.0311691 | Time: 2011.61 ms [2020-12-21 09:40:07 main:581] : INFO : Epoch 927 | loss: 0.0311558 | val_loss: 0.0311697 | Time: 2013.23 ms [2020-12-21 09:40:09 main:581] : INFO : Epoch 928 | loss: 0.0311546 | val_loss: 0.0311739 | Time: 2021.67 ms [2020-12-21 09:40:11 main:581] : INFO : Epoch 929 | loss: 0.0311608 | val_loss: 0.0311966 | Time: 2010.53 ms [2020-12-21 09:40:13 main:581] : INFO : Epoch 930 | loss: 0.0311582 | val_loss: 0.0311838 | Time: 2006.46 ms [2020-12-21 09:40:15 main:581] : INFO : Epoch 931 | loss: 0.0311535 | val_loss: 0.031168 | Time: 2009.22 ms [2020-12-21 09:40:17 main:581] : INFO : Epoch 932 | loss: 0.0311537 | val_loss: 0.0311706 | Time: 2016.35 ms [2020-12-21 09:40:19 main:581] : INFO : Epoch 933 | loss: 0.0311545 | val_loss: 0.031183 | Time: 2007.02 ms [2020-12-21 09:40:21 main:581] : INFO : Epoch 934 | loss: 0.0311575 | val_loss: 0.0311674 | Time: 2010.85 ms [2020-12-21 09:40:23 main:581] : INFO : Epoch 935 | loss: 0.0311591 | val_loss: 0.0311718 | Time: 2014.59 ms [2020-12-21 09:40:25 main:581] : INFO : Epoch 936 | loss: 0.0311525 | val_loss: 0.0311714 | Time: 2007.14 ms [2020-12-21 09:40:27 main:581] : INFO : Epoch 937 | loss: 0.031154 | val_loss: 0.0311696 | Time: 2016.65 ms [2020-12-21 09:40:29 main:581] : INFO : Epoch 938 | loss: 0.0311523 | val_loss: 0.0311696 | Time: 2015.46 ms [2020-12-21 09:40:31 main:581] : INFO : Epoch 939 | loss: 0.0311526 | val_loss: 0.0311737 | Time: 2007.58 ms [2020-12-21 09:40:33 main:581] : INFO : Epoch 940 | loss: 0.031152 | val_loss: 0.0311692 | Time: 2003.69 ms [2020-12-21 09:40:35 main:581] : INFO : Epoch 941 | loss: 0.0311524 | val_loss: 0.0311694 | Time: 2017.8 ms [2020-12-21 09:40:37 main:581] : INFO : Epoch 942 | loss: 0.0311539 | val_loss: 0.0311676 | Time: 2002.58 ms [2020-12-21 09:40:39 main:581] : INFO : Epoch 943 | loss: 0.0311537 | val_loss: 0.031169 | Time: 2021.29 ms [2020-12-21 09:40:41 main:581] : INFO : Epoch 944 | loss: 0.0311546 | val_loss: 0.0311721 | Time: 2022.06 ms [2020-12-21 09:40:43 main:581] : INFO : Epoch 945 | loss: 0.0311565 | val_loss: 0.0311683 | Time: 2008.79 ms [2020-12-21 09:40:45 main:581] : INFO : Epoch 946 | loss: 0.0311568 | val_loss: 0.0311737 | Time: 2013.36 ms [2020-12-21 09:40:47 main:581] : INFO : Epoch 947 | loss: 0.0311544 | val_loss: 0.0311701 | Time: 2016.32 ms [2020-12-21 09:40:49 main:581] : INFO : Epoch 948 | loss: 0.0311538 | val_loss: 0.0311688 | Time: 2014.19 ms [2020-12-21 09:40:51 main:581] : INFO : Epoch 949 | loss: 0.0311536 | val_loss: 0.0311728 | Time: 2016.25 ms [2020-12-21 09:40:53 main:581] : INFO : Epoch 950 | loss: 0.0311536 | val_loss: 0.0311744 | Time: 2007.12 ms [2020-12-21 09:40:55 main:581] : INFO : Epoch 951 | loss: 0.0311561 | val_loss: 0.0311806 | Time: 2019.59 ms [2020-12-21 09:40:57 main:581] : INFO : Epoch 952 | loss: 0.0311572 | val_loss: 0.0311702 | Time: 2021.29 ms [2020-12-21 09:40:59 main:581] : INFO : Epoch 953 | loss: 0.0311545 | val_loss: 0.0311694 | Time: 2011.54 ms [2020-12-21 09:41:01 main:581] : INFO : Epoch 954 | loss: 0.0311521 | val_loss: 0.0311684 | Time: 2003.79 ms [2020-12-21 09:41:03 main:581] : INFO : Epoch 955 | loss: 0.0311507 | val_loss: 0.0311679 | Time: 2015.77 ms [2020-12-21 09:41:05 main:581] : INFO : Epoch 956 | loss: 0.0311521 | val_loss: 0.0311763 | Time: 2010.67 ms [2020-12-21 09:41:07 main:581] : INFO : Epoch 957 | loss: 0.0311519 | val_loss: 0.0311674 | Time: 2009.24 ms [2020-12-21 09:41:09 main:581] : INFO : Epoch 958 | loss: 0.0311503 | val_loss: 0.0311706 | Time: 1997.98 ms [2020-12-21 09:41:11 main:581] : INFO : Epoch 959 | loss: 0.0311502 | val_loss: 0.0311657 | Time: 2005.8 ms [2020-12-21 09:41:13 main:581] : INFO : Epoch 960 | loss: 0.0311504 | val_loss: 0.0311685 | Time: 1997.91 ms [2020-12-21 09:41:15 main:581] : INFO : Epoch 961 | loss: 0.0311517 | val_loss: 0.0311754 | Time: 2010.09 ms [2020-12-21 09:41:17 main:581] : INFO : Epoch 962 | loss: 0.0311545 | val_loss: 0.0311755 | Time: 1999.99 ms [2020-12-21 09:41:19 main:581] : INFO : Epoch 963 | loss: 0.031156 | val_loss: 0.0311701 | Time: 2001.41 ms [2020-12-21 09:41:21 main:581] : INFO : Epoch 964 | loss: 0.0311522 | val_loss: 0.031168 | Time: 1999.59 ms [2020-12-21 09:41:23 main:581] : INFO : Epoch 965 | loss: 0.0311525 | val_loss: 0.0311685 | Time: 2011.37 ms [2020-12-21 09:41:25 main:581] : INFO : Epoch 966 | loss: 0.0311526 | val_loss: 0.0311702 | Time: 2009.86 ms [2020-12-21 09:41:27 main:581] : INFO : Epoch 967 | loss: 0.0311532 | val_loss: 0.0311789 | Time: 2003.41 ms [2020-12-21 09:41:29 main:581] : INFO : Epoch 968 | loss: 0.0311549 | val_loss: 0.0311746 | Time: 2005.04 ms [2020-12-21 09:41:31 main:581] : INFO : Epoch 969 | loss: 0.0311579 | val_loss: 0.0311745 | Time: 2018.4 ms [2020-12-21 09:41:33 main:581] : INFO : Epoch 970 | loss: 0.031155 | val_loss: 0.0311726 | Time: 2004 ms [2020-12-21 09:41:35 main:581] : INFO : Epoch 971 | loss: 0.031157 | val_loss: 0.0311702 | Time: 2012.59 ms [2020-12-21 09:41:37 main:581] : INFO : Epoch 972 | loss: 0.0311561 | val_loss: 0.0311689 | Time: 2011.97 ms [2020-12-21 09:41:39 main:581] : INFO : Epoch 973 | loss: 0.0311605 | val_loss: 0.0311695 | Time: 2013.98 ms [2020-12-21 09:41:41 main:581] : INFO : Epoch 974 | loss: 0.0311558 | val_loss: 0.0311702 | Time: 2013.45 ms [2020-12-21 09:41:43 main:581] : INFO : Epoch 975 | loss: 0.0311537 | val_loss: 0.0311697 | Time: 2003.93 ms [2020-12-21 09:41:45 main:581] : INFO : Epoch 976 | loss: 0.0311526 | val_loss: 0.0311671 | Time: 1998.51 ms [2020-12-21 09:41:47 main:581] : INFO : Epoch 977 | loss: 0.031153 | val_loss: 0.0311692 | Time: 2011.97 ms [2020-12-21 09:41:49 main:581] : INFO : Epoch 978 | loss: 0.0311517 | val_loss: 0.031167 | Time: 2007.12 ms [2020-12-21 09:41:51 main:581] : INFO : Epoch 979 | loss: 0.0311511 | val_loss: 0.0311694 | Time: 2009.46 ms [2020-12-21 09:41:53 main:581] : INFO : Epoch 980 | loss: 0.0311509 | val_loss: 0.0311681 | Time: 2013.65 ms [2020-12-21 09:41:55 main:581] : INFO : Epoch 981 | loss: 0.0311503 | val_loss: 0.0311703 | Time: 2010.51 ms [2020-12-21 09:41:57 main:581] : INFO : Epoch 982 | loss: 0.0311518 | val_loss: 0.0311722 | Time: 1996.06 ms [2020-12-21 09:41:59 main:581] : INFO : Epoch 983 | loss: 0.0311523 | val_loss: 0.0311709 | Time: 2006.62 ms [2020-12-21 09:42:01 main:581] : INFO : Epoch 984 | loss: 0.0311532 | val_loss: 0.0311731 | Time: 2012.01 ms [2020-12-21 09:42:03 main:581] : INFO : Epoch 985 | loss: 0.0311571 | val_loss: 0.0311681 | Time: 2019.27 ms [2020-12-21 09:42:05 main:581] : INFO : Epoch 986 | loss: 0.0311549 | val_loss: 0.0311717 | Time: 2000.61 ms [2020-12-21 09:42:07 main:581] : INFO : Epoch 987 | loss: 0.0311552 | val_loss: 0.0311684 | Time: 2012.59 ms [2020-12-21 09:42:09 main:581] : INFO : Epoch 988 | loss: 0.0311535 | val_loss: 0.0311709 | Time: 2010.85 ms [2020-12-21 09:42:11 main:581] : INFO : Epoch 989 | loss: 0.0311555 | val_loss: 0.0311771 | Time: 1993.56 ms [2020-12-21 09:42:13 main:581] : INFO : Epoch 990 | loss: 0.0311563 | val_loss: 0.0311674 | Time: 2017.57 ms [2020-12-21 09:42:15 main:581] : INFO : Epoch 991 | loss: 0.0311512 | val_loss: 0.0311682 | Time: 2000.41 ms [2020-12-21 09:42:17 main:581] : INFO : Epoch 992 | loss: 0.0311511 | val_loss: 0.0311695 | Time: 2003.21 ms [2020-12-21 09:42:19 main:581] : INFO : Epoch 993 | loss: 0.0311515 | val_loss: 0.0311686 | Time: 2010.51 ms [2020-12-21 09:42:21 main:581] : INFO : Epoch 994 | loss: 0.0311548 | val_loss: 0.0311664 | Time: 2002.28 ms [2020-12-21 09:42:23 main:581] : INFO : Epoch 995 | loss: 0.0311537 | val_loss: 0.0311768 | Time: 2021.48 ms [2020-12-21 09:42:25 main:581] : INFO : Epoch 996 | loss: 0.0311532 | val_loss: 0.0311725 | Time: 2011.74 ms [2020-12-21 09:42:27 main:581] : INFO : Epoch 997 | loss: 0.0311538 | val_loss: 0.031171 | Time: 2004.43 ms [2020-12-21 09:42:29 main:581] : INFO : Epoch 998 | loss: 0.0311508 | val_loss: 0.0311705 | Time: 2000.1 ms [2020-12-21 09:42:31 main:581] : INFO : Epoch 999 | loss: 0.0311496 | val_loss: 0.0311751 | Time: 2013.25 ms [2020-12-21 09:42:33 main:581] : INFO : Epoch 1000 | loss: 0.031151 | val_loss: 0.031166 | Time: 2009.95 ms [2020-12-21 09:42:35 main:581] : INFO : Epoch 1001 | loss: 0.031152 | val_loss: 0.0311694 | Time: 2008.98 ms [2020-12-21 09:42:37 main:581] : INFO : Epoch 1002 | loss: 0.0311589 | val_loss: 0.0311673 | Time: 2004.25 ms [2020-12-21 09:42:39 main:581] : INFO : Epoch 1003 | loss: 0.0311602 | val_loss: 0.0311705 | Time: 2016.68 ms [2020-12-21 09:42:41 main:581] : INFO : Epoch 1004 | loss: 0.0311578 | val_loss: 0.0311692 | Time: 1999.05 ms [2020-12-21 09:42:43 main:581] : INFO : Epoch 1005 | loss: 0.0311635 | val_loss: 0.031171 | Time: 2010.28 ms [2020-12-21 09:42:45 main:581] : INFO : Epoch 1006 | loss: 0.0311705 | val_loss: 0.0311718 | Time: 2011.81 ms [2020-12-21 09:42:47 main:581] : INFO : Epoch 1007 | loss: 0.0311669 | val_loss: 0.0311702 | Time: 2009.45 ms [2020-12-21 09:42:49 main:581] : INFO : Epoch 1008 | loss: 0.0311638 | val_loss: 0.0311679 | Time: 2012.88 ms [2020-12-21 09:42:51 main:581] : INFO : Epoch 1009 | loss: 0.0311638 | val_loss: 0.0311685 | Time: 2010.46 ms [2020-12-21 09:42:53 main:581] : INFO : Epoch 1010 | loss: 0.0311615 | val_loss: 0.0311689 | Time: 1999.62 ms [2020-12-21 09:42:55 main:581] : INFO : Epoch 1011 | loss: 0.0311619 | val_loss: 0.031169 | Time: 2005.24 ms [2020-12-21 09:42:57 main:581] : INFO : Epoch 1012 | loss: 0.0311605 | val_loss: 0.0311674 | Time: 2006.6 ms [2020-12-21 09:42:59 main:581] : INFO : Epoch 1013 | loss: 0.0311597 | val_loss: 0.0311701 | Time: 2004.39 ms [2020-12-21 09:43:01 main:581] : INFO : Epoch 1014 | loss: 0.031161 | val_loss: 0.0311693 | Time: 2004.31 ms [2020-12-21 09:43:03 main:581] : INFO : Epoch 1015 | loss: 0.0311611 | val_loss: 0.0311702 | Time: 2009.38 ms [2020-12-21 09:43:05 main:581] : INFO : Epoch 1016 | loss: 0.0311598 | val_loss: 0.0311692 | Time: 2008.3 ms [2020-12-21 09:43:07 main:581] : INFO : Epoch 1017 | loss: 0.0311593 | val_loss: 0.0311708 | Time: 2014.18 ms [2020-12-21 09:43:09 main:581] : INFO : Epoch 1018 | loss: 0.0311582 | val_loss: 0.0311791 | Time: 2008.95 ms [2020-12-21 09:43:11 main:581] : INFO : Epoch 1019 | loss: 0.0311683 | val_loss: 0.0311872 | Time: 2009.85 ms [2020-12-21 09:43:13 main:581] : INFO : Epoch 1020 | loss: 0.0311651 | val_loss: 0.0311705 | Time: 2004.19 ms [2020-12-21 09:43:15 main:581] : INFO : Epoch 1021 | loss: 0.0311565 | val_loss: 0.0311725 | Time: 2009.85 ms [2020-12-21 09:43:17 main:581] : INFO : Epoch 1022 | loss: 0.0311576 | val_loss: 0.0311694 | Time: 2012.76 ms [2020-12-21 09:43:19 main:581] : INFO : Epoch 1023 | loss: 0.0311585 | val_loss: 0.0311701 | Time: 2008.52 ms [2020-12-21 09:43:21 main:581] : INFO : Epoch 1024 | loss: 0.0311567 | val_loss: 0.0311698 | Time: 2002.04 ms [2020-12-21 09:43:21 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311698 [2020-12-21 09:43:21 main:610] : INFO : Saving end state to config to file [2020-12-21 09:43:21 main:615] : INFO : Success, exiting.. 09:43:21 (143789): 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)