Task 3364690
| Name | ParityModified-1606530684-5942-6_0 |
| Workunit | 1623538 |
| Created | 20 Dec 2020, 13:07:05 UTC |
| Sent | 21 Dec 2020, 7:05:49 UTC |
| Report deadline | 28 Dec 2020, 7:05:49 UTC |
| Received | 21 Dec 2020, 19:53:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 21 sec |
| CPU time | 34 min 17 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> NFO : Epoch 510 | loss: 0.0311862 | val_loss: 0.0312046 | Time: 2006.94 ms [2020-12-21 14:36:29 main:581] : INFO : Epoch 511 | loss: 0.0311893 | val_loss: 0.0312 | Time: 2004.54 ms [2020-12-21 14:36:31 main:581] : INFO : Epoch 512 | loss: 0.0311911 | val_loss: 0.0311971 | Time: 2007.49 ms [2020-12-21 14:36:33 main:581] : INFO : Epoch 513 | loss: 0.0311894 | val_loss: 0.0312005 | Time: 2000.49 ms [2020-12-21 14:36:35 main:581] : INFO : Epoch 514 | loss: 0.0311897 | val_loss: 0.0311971 | Time: 2011.54 ms [2020-12-21 14:36:37 main:581] : INFO : Epoch 515 | loss: 0.0311886 | val_loss: 0.0311976 | Time: 2009.9 ms [2020-12-21 14:36:39 main:581] : INFO : Epoch 516 | loss: 0.0311863 | val_loss: 0.0311952 | Time: 2010.32 ms [2020-12-21 14:36:41 main:581] : INFO : Epoch 517 | loss: 0.0311855 | val_loss: 0.0311934 | Time: 1999.09 ms [2020-12-21 14:36:43 main:581] : INFO : Epoch 518 | loss: 0.0311845 | val_loss: 0.0311964 | Time: 2006.47 ms [2020-12-21 14:36:45 main:581] : INFO : Epoch 519 | loss: 0.0311877 | val_loss: 0.0311953 | Time: 2006.66 ms [2020-12-21 14:36:48 main:581] : INFO : Epoch 520 | loss: 0.0311839 | val_loss: 0.0311947 | Time: 2007.13 ms [2020-12-21 14:36:49 main:581] : INFO : Epoch 521 | loss: 0.0311825 | val_loss: 0.0311945 | Time: 1995.17 ms [2020-12-21 14:36:52 main:581] : INFO : Epoch 522 | loss: 0.0311823 | val_loss: 0.0311907 | Time: 2004.37 ms [2020-12-21 14:36:53 main:581] : INFO : Epoch 523 | loss: 0.0311833 | val_loss: 0.0311931 | Time: 1995.51 ms [2020-12-21 14:36:55 main:581] : INFO : Epoch 524 | loss: 0.031182 | val_loss: 0.0311952 | Time: 1994.52 ms [2020-12-21 14:36:57 main:581] : INFO : Epoch 525 | loss: 0.0311839 | val_loss: 0.0311956 | Time: 1993.75 ms [2020-12-21 14:36:59 main:581] : INFO : Epoch 526 | loss: 0.0311823 | val_loss: 0.0311962 | Time: 1994.53 ms [2020-12-21 14:37:01 main:581] : INFO : Epoch 527 | loss: 0.0311829 | val_loss: 0.0312014 | Time: 1995.73 ms [2020-12-21 14:37:03 main:581] : INFO : Epoch 528 | loss: 0.0311831 | val_loss: 0.0311979 | Time: 2003.37 ms [2020-12-21 14:37:05 main:581] : INFO : Epoch 529 | loss: 0.0311833 | val_loss: 0.0312012 | Time: 1996.1 ms [2020-12-21 14:37:07 main:581] : INFO : Epoch 530 | loss: 0.0311826 | val_loss: 0.0311956 | Time: 2000.67 ms [2020-12-21 14:37:09 main:581] : INFO : Epoch 531 | loss: 0.0311802 | val_loss: 0.0311916 | Time: 1993.14 ms [2020-12-21 14:37:11 main:581] : INFO : Epoch 532 | loss: 0.031187 | val_loss: 0.0311973 | Time: 2003.69 ms [2020-12-21 14:37:13 main:581] : INFO : Epoch 533 | loss: 0.0311857 | val_loss: 0.0311958 | Time: 1996.13 ms [2020-12-21 14:37:15 main:581] : INFO : Epoch 534 | loss: 0.0311823 | val_loss: 0.0311928 | Time: 2002.8 ms [2020-12-21 14:37:17 main:581] : INFO : Epoch 535 | loss: 0.031181 | val_loss: 0.0311908 | Time: 2008.79 ms [2020-12-21 14:37:19 main:581] : INFO : Epoch 536 | loss: 0.0311817 | val_loss: 0.0311908 | Time: 2005.12 ms [2020-12-21 14:37:21 main:581] : INFO : Epoch 537 | loss: 0.0311823 | val_loss: 0.0312028 | Time: 1997.16 ms [2020-12-21 14:37:23 main:581] : INFO : Epoch 538 | loss: 0.0311911 | val_loss: 0.0311997 | Time: 2004.03 ms [2020-12-21 14:37:25 main:581] : INFO : Epoch 539 | loss: 0.0311886 | val_loss: 0.0311976 | Time: 2003.39 ms [2020-12-21 14:37:27 main:581] : INFO : Epoch 540 | loss: 0.0311869 | val_loss: 0.0311946 | Time: 1996.95 ms [2020-12-21 14:37:29 main:581] : INFO : Epoch 541 | loss: 0.0311856 | val_loss: 0.0311942 | Time: 1999.04 ms [2020-12-21 14:37:31 main:581] : INFO : Epoch 542 | loss: 0.0311838 | val_loss: 0.0311952 | Time: 2008.08 ms [2020-12-21 14:37:33 main:581] : INFO : Epoch 543 | loss: 0.0311819 | val_loss: 0.0311945 | Time: 1990.84 ms [2020-12-21 14:37:35 main:581] : INFO : Epoch 544 | loss: 0.0311806 | val_loss: 0.031196 | Time: 1997.38 ms [2020-12-21 14:37:37 main:581] : INFO : Epoch 545 | loss: 0.0311806 | val_loss: 0.0311954 | Time: 1998.87 ms [2020-12-21 14:37:39 main:581] : INFO : Epoch 546 | loss: 0.0311814 | val_loss: 0.0311928 | Time: 2000.4 ms [2020-12-21 14:37:41 main:581] : INFO : Epoch 547 | loss: 0.0311806 | val_loss: 0.0311996 | Time: 1997.93 ms [2020-12-21 14:37:43 main:581] : INFO : Epoch 548 | loss: 0.0311805 | val_loss: 0.0311918 | Time: 1992.15 ms [2020-12-21 14:37:45 main:581] : INFO : Epoch 549 | loss: 0.0311805 | val_loss: 0.0311941 | Time: 2001.98 ms [2020-12-21 14:37:47 main:581] : INFO : Epoch 550 | loss: 0.0311799 | val_loss: 0.031195 | Time: 2000.79 ms [2020-12-21 14:37:49 main:581] : INFO : Epoch 551 | loss: 0.0311809 | val_loss: 0.0311919 | Time: 2003.28 ms [2020-12-21 14:37:51 main:581] : INFO : Epoch 552 | loss: 0.0311786 | val_loss: 0.0311938 | Time: 2004.53 ms [2020-12-21 14:37:53 main:581] : INFO : Epoch 553 | loss: 0.0311793 | val_loss: 0.031195 | Time: 2008.47 ms [2020-12-21 14:37:55 main:581] : INFO : Epoch 554 | loss: 0.0311811 | val_loss: 0.031191 | Time: 1996.32 ms [2020-12-21 14:37:57 main:581] : INFO : Epoch 555 | loss: 0.0311818 | val_loss: 0.0311932 | Time: 2001.63 ms [2020-12-21 14:37:59 main:581] : INFO : Epoch 556 | loss: 0.0311809 | val_loss: 0.031194 | Time: 1999.85 ms [2020-12-21 14:38:01 main:581] : INFO : Epoch 557 | loss: 0.0311815 | val_loss: 0.0311937 | Time: 1996.81 ms [2020-12-21 14:38:03 main:581] : INFO : Epoch 558 | loss: 0.0311814 | val_loss: 0.0311939 | Time: 2006.71 ms [2020-12-21 14:38:06 main:581] : INFO : Epoch 559 | loss: 0.0311787 | val_loss: 0.0311914 | Time: 2006.17 ms [2020-12-21 14:38:08 main:581] : INFO : Epoch 560 | loss: 0.031178 | val_loss: 0.0311925 | Time: 1999.45 ms [2020-12-21 14:38:10 main:581] : INFO : Epoch 561 | loss: 0.0311783 | val_loss: 0.0311921 | Time: 2011.83 ms [2020-12-21 14:38:12 main:581] : INFO : Epoch 562 | loss: 0.0311782 | val_loss: 0.0311947 | Time: 1997.13 ms [2020-12-21 14:38:14 main:581] : INFO : Epoch 563 | loss: 0.0311776 | val_loss: 0.0311902 | Time: 2000.65 ms [2020-12-21 14:38:16 main:581] : INFO : Epoch 564 | loss: 0.031179 | val_loss: 0.0311925 | Time: 2004 ms [2020-12-21 14:38:18 main:581] : INFO : Epoch 565 | loss: 0.0311787 | val_loss: 0.0311931 | Time: 2003.72 ms [2020-12-21 14:38:20 main:581] : INFO : Epoch 566 | loss: 0.0311826 | val_loss: 0.031195 | Time: 2000.22 ms [2020-12-21 14:38:22 main:581] : INFO : Epoch 567 | loss: 0.031183 | val_loss: 0.0311929 | Time: 2005.04 ms [2020-12-21 14:38:24 main:581] : INFO : Epoch 568 | loss: 0.0311807 | val_loss: 0.031193 | Time: 2001.25 ms [2020-12-21 14:38:26 main:581] : INFO : Epoch 569 | loss: 0.0311806 | val_loss: 0.0311993 | Time: 2010.13 ms [2020-12-21 14:38:28 main:581] : INFO : Epoch 570 | loss: 0.0311826 | val_loss: 0.0311912 | Time: 1997.27 ms [2020-12-21 14:38:30 main:581] : INFO : Epoch 571 | loss: 0.0311827 | val_loss: 0.0311938 | Time: 2006.15 ms [2020-12-21 14:38:32 main:581] : INFO : Epoch 572 | loss: 0.0311848 | val_loss: 0.0311948 | Time: 2004.4 ms [2020-12-21 14:38:34 main:581] : INFO : Epoch 573 | loss: 0.0311801 | val_loss: 0.0311944 | Time: 2003.3 ms [2020-12-21 14:38:36 main:581] : INFO : Epoch 574 | loss: 0.0311778 | val_loss: 0.0311928 | Time: 2002.37 ms [2020-12-21 14:38:38 main:581] : INFO : Epoch 575 | loss: 0.0311786 | val_loss: 0.0311917 | Time: 2003.37 ms [2020-12-21 14:38:40 main:581] : INFO : Epoch 576 | loss: 0.0311813 | val_loss: 0.0311906 | Time: 1996.94 ms [2020-12-21 14:38:42 main:581] : INFO : Epoch 577 | loss: 0.0311793 | val_loss: 0.0311922 | Time: 2008.03 ms [2020-12-21 14:38:44 main:581] : INFO : Epoch 578 | loss: 0.0311792 | val_loss: 0.0311883 | Time: 2004.72 ms [2020-12-21 14:38:46 main:581] : INFO : Epoch 579 | loss: 0.0311792 | val_loss: 0.0311884 | Time: 1997.21 ms [2020-12-21 14:38:48 main:581] : INFO : Epoch 580 | loss: 0.03118 | val_loss: 0.0311902 | Time: 1992.78 ms [2020-12-21 14:38:50 main:581] : INFO : Epoch 581 | loss: 0.0311787 | val_loss: 0.0311915 | Time: 2001.46 ms [2020-12-21 14:38:52 main:581] : INFO : Epoch 582 | loss: 0.0311782 | val_loss: 0.0311891 | Time: 2003.63 ms [2020-12-21 14:38:54 main:581] : INFO : Epoch 583 | loss: 0.0311776 | val_loss: 0.0311857 | Time: 1995.52 ms [2020-12-21 14:38:56 main:581] : INFO : Epoch 584 | loss: 0.0311775 | val_loss: 0.0311852 | Time: 2000.46 ms [2020-12-21 14:38:58 main:581] : INFO : Epoch 585 | loss: 0.0311778 | val_loss: 0.0311882 | Time: 1995.37 ms [2020-12-21 14:39:00 main:581] : INFO : Epoch 586 | loss: 0.0311824 | val_loss: 0.0312 | Time: 1993 ms [2020-12-21 14:39:02 main:581] : INFO : Epoch 587 | loss: 0.0311858 | val_loss: 0.0311929 | Time: 2002.98 ms [2020-12-21 14:39:04 main:581] : INFO : Epoch 588 | loss: 0.0311779 | val_loss: 0.0311883 | Time: 2004.98 ms [2020-12-21 14:39:06 main:581] : INFO : Epoch 589 | loss: 0.0311778 | val_loss: 0.0311906 | Time: 1993.06 ms [2020-12-21 14:39:08 main:581] : INFO : Epoch 590 | loss: 0.0311789 | val_loss: 0.0311867 | Time: 2000.25 ms [2020-12-21 14:39:10 main:581] : INFO : Epoch 591 | loss: 0.0311797 | val_loss: 0.0311885 | Time: 2000.89 ms [2020-12-21 14:39:12 main:581] : INFO : Epoch 592 | loss: 0.0311795 | val_loss: 0.0311889 | Time: 2002.43 ms [2020-12-21 14:39:14 main:581] : INFO : Epoch 593 | loss: 0.0311772 | val_loss: 0.0311874 | Time: 2001.35 ms [2020-12-21 14:39:16 main:581] : INFO : Epoch 594 | loss: 0.031176 | val_loss: 0.0311861 | Time: 1992.57 ms [2020-12-21 14:39:18 main:581] : INFO : Epoch 595 | loss: 0.031176 | val_loss: 0.0311879 | Time: 2002.02 ms [2020-12-21 14:39:20 main:581] : INFO : Epoch 596 | loss: 0.0311777 | val_loss: 0.0311909 | Time: 2005.82 ms [2020-12-21 14:39:22 main:581] : INFO : Epoch 597 | loss: 0.0311777 | val_loss: 0.0311899 | Time: 2004.81 ms [2020-12-21 14:39:24 main:581] : INFO : Epoch 598 | loss: 0.0311793 | val_loss: 0.0311861 | Time: 2002.07 ms [2020-12-21 14:39:26 main:581] : INFO : Epoch 599 | loss: 0.0311772 | val_loss: 0.0311858 | Time: 2000.88 ms [2020-12-21 14:39:28 main:581] : INFO : Epoch 600 | loss: 0.0311785 | val_loss: 0.0311852 | Time: 1991.67 ms [2020-12-21 14:39:30 main:581] : INFO : Epoch 601 | loss: 0.0311771 | val_loss: 0.0311877 | Time: 1991.23 ms [2020-12-21 14:39:32 main:581] : INFO : Epoch 602 | loss: 0.031177 | val_loss: 0.0311875 | Time: 2000.06 ms [2020-12-21 14:39:34 main:581] : INFO : Epoch 603 | loss: 0.0311756 | val_loss: 0.0311862 | Time: 2001.49 ms [2020-12-21 14:39:36 main:581] : INFO : Epoch 604 | loss: 0.0311761 | val_loss: 0.0311846 | Time: 2003.3 ms [2020-12-21 14:39:38 main:581] : INFO : Epoch 605 | loss: 0.031176 | val_loss: 0.0311856 | Time: 2001.56 ms [2020-12-21 14:39:40 main:581] : INFO : Epoch 606 | loss: 0.0311766 | val_loss: 0.0311862 | Time: 2002.82 ms [2020-12-21 14:39:42 main:581] : INFO : Epoch 607 | loss: 0.0311774 | val_loss: 0.031187 | Time: 2002.23 ms [2020-12-21 14:39:44 main:581] : INFO : Epoch 608 | loss: 0.0311769 | val_loss: 0.0311856 | Time: 2001.5 ms [2020-12-21 14:39:46 main:581] : INFO : Epoch 609 | loss: 0.0311765 | val_loss: 0.0311872 | Time: 1995.66 ms [2020-12-21 14:39:48 main:581] : INFO : Epoch 610 | loss: 0.0311772 | val_loss: 0.0311853 | Time: 2005.68 ms [2020-12-21 14:39:50 main:581] : INFO : Epoch 611 | loss: 0.0311776 | val_loss: 0.0311871 | Time: 2001.74 ms [2020-12-21 14:39:52 main:581] : INFO : Epoch 612 | loss: 0.0311763 | val_loss: 0.0311859 | Time: 2009.11 ms [2020-12-21 14:39:54 main:581] : INFO : Epoch 613 | loss: 0.0311777 | val_loss: 0.0311911 | Time: 2015.4 ms [2020-12-21 14:39:56 main:581] : INFO : Epoch 614 | loss: 0.0311776 | val_loss: 0.0311874 | Time: 2005.66 ms [2020-12-21 14:39:58 main:581] : INFO : Epoch 615 | loss: 0.0311772 | val_loss: 0.0311906 | Time: 2003.92 ms [2020-12-21 14:40:00 main:581] : INFO : Epoch 616 | loss: 0.031178 | val_loss: 0.0311873 | Time: 2004.02 ms [2020-12-21 14:40:02 main:581] : INFO : Epoch 617 | loss: 0.0311763 | val_loss: 0.0311912 | Time: 1998.39 ms [2020-12-21 14:40:04 main:581] : INFO : Epoch 618 | loss: 0.0311784 | val_loss: 0.0311908 | Time: 2001.2 ms [2020-12-21 14:40:06 main:581] : INFO : Epoch 619 | loss: 0.0311787 | val_loss: 0.0311917 | Time: 1998.66 ms [2020-12-21 14:40:08 main:581] : INFO : Epoch 620 | loss: 0.0311787 | val_loss: 0.031189 | Time: 2001.89 ms [2020-12-21 14:40:10 main:581] : INFO : Epoch 621 | loss: 0.0311754 | val_loss: 0.0311863 | Time: 1993.94 ms [2020-12-21 14:40:12 main:581] : INFO : Epoch 622 | loss: 0.031178 | val_loss: 0.0311962 | Time: 2002.67 ms [2020-12-21 14:40:14 main:581] : INFO : Epoch 623 | loss: 0.0311788 | val_loss: 0.0311868 | Time: 2002.83 ms [2020-12-21 14:40:16 main:581] : INFO : Epoch 624 | loss: 0.0311776 | val_loss: 0.0311849 | Time: 1996.11 ms [2020-12-21 14:40:18 main:581] : INFO : Epoch 625 | loss: 0.031178 | val_loss: 0.0311888 | Time: 2005.1 ms [2020-12-21 14:40:20 main:581] : INFO : Epoch 626 | loss: 0.0311805 | val_loss: 0.0311898 | Time: 2004.58 ms [2020-12-21 14:40:22 main:581] : INFO : Epoch 627 | loss: 0.0311782 | val_loss: 0.0311935 | Time: 1994.69 ms [2020-12-21 14:40:24 main:581] : INFO : Epoch 628 | loss: 0.0311783 | val_loss: 0.0311872 | Time: 2003.78 ms [2020-12-21 14:40:26 main:581] : INFO : Epoch 629 | loss: 0.0311759 | val_loss: 0.0311884 | Time: 2003.12 ms [2020-12-21 14:40:28 main:581] : INFO : Epoch 630 | loss: 0.0311757 | val_loss: 0.0311875 | Time: 2004.16 ms [2020-12-21 14:40:30 main:581] : INFO : Epoch 631 | loss: 0.0311755 | val_loss: 0.0311899 | Time: 2007.6 ms [2020-12-21 14:40:32 main:581] : INFO : Epoch 632 | loss: 0.0311762 | val_loss: 0.031188 | Time: 1997.82 ms [2020-12-21 14:40:34 main:581] : INFO : Epoch 633 | loss: 0.0311744 | val_loss: 0.0311884 | Time: 2005.8 ms [2020-12-21 14:40:36 main:581] : INFO : Epoch 634 | loss: 0.0311758 | val_loss: 0.0311915 | Time: 2004.75 ms [2020-12-21 14:40:38 main:581] : INFO : Epoch 635 | loss: 0.0311753 | val_loss: 0.0311884 | Time: 1994.07 ms [2020-12-21 14:40:40 main:581] : INFO : Epoch 636 | loss: 0.0311748 | val_loss: 0.0311907 | Time: 2006.32 ms [2020-12-21 14:40:42 main:581] : INFO : Epoch 637 | loss: 0.0311745 | val_loss: 0.0311913 | Time: 1999.46 ms [2020-12-21 14:40:44 main:581] : INFO : Epoch 638 | loss: 0.0311767 | val_loss: 0.0311954 | Time: 2012.26 ms [2020-12-21 14:40:46 main:581] : INFO : Epoch 639 | loss: 0.0311765 | val_loss: 0.0311882 | Time: 1995.67 ms [2020-12-21 14:40:48 main:581] : INFO : Epoch 640 | loss: 0.0311741 | val_loss: 0.0311896 | Time: 2000.13 ms [2020-12-21 14:40:50 main:581] : INFO : Epoch 641 | loss: 0.0311737 | val_loss: 0.0311859 | Time: 2012.55 ms [2020-12-21 14:40:52 main:581] : INFO : Epoch 642 | loss: 0.0311752 | val_loss: 0.0311889 | Time: 2003.03 ms [2020-12-21 14:40:54 main:581] : INFO : Epoch 643 | loss: 0.0311754 | val_loss: 0.0311866 | Time: 1995.23 ms [2020-12-21 14:40:56 main:581] : INFO : Epoch 644 | loss: 0.0311741 | val_loss: 0.0311887 | Time: 2003.95 ms [2020-12-21 14:40:58 main:581] : INFO : Epoch 645 | loss: 0.0311746 | val_loss: 0.0311881 | Time: 2022.28 ms [2020-12-21 14:41:00 main:581] : INFO : Epoch 646 | loss: 0.0311742 | val_loss: 0.0311872 | Time: 2007.96 ms [2020-12-21 14:41:02 main:581] : INFO : Epoch 647 | loss: 0.0311762 | val_loss: 0.0311883 | Time: 2007.32 ms [2020-12-21 14:41:04 main:581] : INFO : Epoch 648 | loss: 0.0311771 | val_loss: 0.0311854 | Time: 2002.92 ms [2020-12-21 14:41:06 main:581] : INFO : Epoch 649 | loss: 0.0311765 | val_loss: 0.0311865 | Time: 2009.95 ms [2020-12-21 14:41:08 main:581] : INFO : Epoch 650 | loss: 0.0311779 | val_loss: 0.0311867 | Time: 1996.85 ms [2020-12-21 14:41:10 main:581] : INFO : Epoch 651 | loss: 0.0311834 | val_loss: 0.0311978 | Time: 2001.9 ms [2020-12-21 14:41:12 main:581] : INFO : Epoch 652 | loss: 0.0311924 | val_loss: 0.0311938 | Time: 2000.01 ms [2020-12-21 14:41:14 main:581] : INFO : Epoch 653 | loss: 0.0311979 | val_loss: 0.0312022 | Time: 1997.14 ms [2020-12-21 14:41:16 main:581] : INFO : Epoch 654 | loss: 0.0312 | val_loss: 0.0312045 | Time: 2007.09 ms [2020-12-21 14:41:18 main:581] : INFO : Epoch 655 | loss: 0.0312072 | val_loss: 0.0312098 | Time: 2006.69 ms [2020-12-21 14:41:20 main:581] : INFO : Epoch 656 | loss: 0.0312057 | val_loss: 0.0312068 | Time: 2006.17 ms [2020-12-21 14:41:22 main:581] : INFO : Epoch 657 | loss: 0.0312034 | val_loss: 0.0312068 | Time: 2001.35 ms [2020-12-21 14:41:24 main:581] : INFO : Epoch 658 | loss: 0.0312017 | val_loss: 0.0312038 | Time: 2009.32 ms [2020-12-21 14:41:26 main:581] : INFO : Epoch 659 | loss: 0.0312014 | val_loss: 0.0312027 | Time: 2006.3 ms [2020-12-21 14:41:28 main:581] : INFO : Epoch 660 | loss: 0.0312006 | val_loss: 0.031203 | Time: 1998.73 ms [2020-12-21 14:41:30 main:581] : INFO : Epoch 661 | loss: 0.0312009 | val_loss: 0.0312015 | Time: 2009.91 ms [2020-12-21 14:41:32 main:581] : INFO : Epoch 662 | loss: 0.0312014 | val_loss: 0.0312046 | Time: 2014.48 ms [2020-12-21 14:41:34 main:581] : INFO : Epoch 663 | loss: 0.0312017 | val_loss: 0.0312007 | Time: 2007.96 ms [2020-12-21 14:41:36 main:581] : INFO : Epoch 664 | loss: 0.0311997 | val_loss: 0.0312 | Time: 2004.28 ms [2020-12-21 14:41:38 main:581] : INFO : Epoch 665 | loss: 0.0311993 | val_loss: 0.0312005 | Time: 2006.49 ms [2020-12-21 14:41:40 main:581] : INFO : Epoch 666 | loss: 0.0312002 | val_loss: 0.0312013 | Time: 2005.85 ms [2020-12-21 14:41:42 main:581] : INFO : Epoch 667 | loss: 0.0312003 | val_loss: 0.0312024 | Time: 1999.5 ms [2020-12-21 14:41:44 main:581] : INFO : Epoch 668 | loss: 0.0311989 | val_loss: 0.0311985 | Time: 2009.93 ms [2020-12-21 14:41:46 main:581] : INFO : Epoch 669 | loss: 0.0311978 | val_loss: 0.0311997 | Time: 1999.24 ms [2020-12-21 14:41:48 main:581] : INFO : Epoch 670 | loss: 0.0311999 | val_loss: 0.0311998 | Time: 2007.72 ms [2020-12-21 14:41:50 main:581] : INFO : Epoch 671 | loss: 0.0311972 | val_loss: 0.0312003 | Time: 1995.51 ms [2020-12-21 14:41:52 main:581] : INFO : Epoch 672 | loss: 0.0311981 | val_loss: 0.0311987 | Time: 2002.09 ms [2020-12-21 14:41:54 main:581] : INFO : Epoch 673 | loss: 0.0311968 | val_loss: 0.0311985 | Time: 1992.43 ms [2020-12-21 14:41:56 main:581] : INFO : Epoch 674 | loss: 0.031196 | val_loss: 0.0311993 | Time: 2012.39 ms [2020-12-21 14:41:58 main:581] : INFO : Epoch 675 | loss: 0.031196 | val_loss: 0.0311984 | Time: 2000.38 ms [2020-12-21 14:42:00 main:581] : INFO : Epoch 676 | loss: 0.0311965 | val_loss: 0.0311996 | Time: 2002.43 ms [2020-12-21 14:42:02 main:581] : INFO : Epoch 677 | loss: 0.0311983 | val_loss: 0.0311981 | Time: 2001.01 ms [2020-12-21 14:42:04 main:581] : INFO : Epoch 678 | loss: 0.0311977 | val_loss: 0.0311985 | Time: 2009.56 ms [2020-12-21 14:42:06 main:581] : INFO : Epoch 679 | loss: 0.0311975 | val_loss: 0.0311983 | Time: 2011.03 ms [2020-12-21 14:42:08 main:581] : INFO : Epoch 680 | loss: 0.0311993 | val_loss: 0.031199 | Time: 2017.38 ms [2020-12-21 14:42:10 main:581] : INFO : Epoch 681 | loss: 0.0311984 | val_loss: 0.0311998 | Time: 2002.42 ms [2020-12-21 14:42:12 main:581] : INFO : Epoch 682 | loss: 0.0311969 | val_loss: 0.0311988 | Time: 1997.73 ms [2020-12-21 14:42:14 main:581] : INFO : Epoch 683 | loss: 0.0311966 | val_loss: 0.0311985 | Time: 2014.15 ms [2020-12-21 14:42:16 main:581] : INFO : Epoch 684 | loss: 0.0311965 | val_loss: 0.0311975 | Time: 2000.56 ms [2020-12-21 14:42:18 main:581] : INFO : Epoch 685 | loss: 0.0311973 | val_loss: 0.0311978 | Time: 2008.52 ms [2020-12-21 14:42:20 main:581] : INFO : Epoch 686 | loss: 0.0311968 | val_loss: 0.0311976 | Time: 2004.93 ms [2020-12-21 14:42:22 main:581] : INFO : Epoch 687 | loss: 0.0311951 | val_loss: 0.0311992 | Time: 2008.99 ms [2020-12-21 14:42:24 main:581] : INFO : Epoch 688 | loss: 0.031198 | val_loss: 0.0312014 | Time: 2012.04 ms [2020-12-21 14:42:26 main:581] : INFO : Epoch 689 | loss: 0.0312006 | val_loss: 0.0312008 | Time: 2002.19 ms [2020-12-21 14:42:28 main:581] : INFO : Epoch 690 | loss: 0.0311991 | val_loss: 0.0312007 | Time: 2009.32 ms [2020-12-21 14:42:30 main:581] : INFO : Epoch 691 | loss: 0.0311957 | val_loss: 0.0312009 | Time: 2011.83 ms [2020-12-21 14:42:32 main:581] : INFO : Epoch 692 | loss: 0.0311946 | val_loss: 0.0311974 | Time: 2009.96 ms [2020-12-21 14:42:34 main:581] : INFO : Epoch 693 | loss: 0.0311956 | val_loss: 0.0312017 | Time: 2010.08 ms [2020-12-21 14:42:36 main:581] : INFO : Epoch 694 | loss: 0.0311968 | val_loss: 0.0312002 | Time: 2013.86 ms [2020-12-21 14:42:38 main:581] : INFO : Epoch 695 | loss: 0.0311955 | val_loss: 0.0312012 | Time: 2011.57 ms [2020-12-21 14:42:40 main:581] : INFO : Epoch 696 | loss: 0.0311952 | val_loss: 0.0311977 | Time: 2006.86 ms [2020-12-21 14:42:42 main:581] : INFO : Epoch 697 | loss: 0.0311947 | val_loss: 0.0312016 | Time: 2000.76 ms [2020-12-21 14:42:44 main:581] : INFO : Epoch 698 | loss: 0.031196 | val_loss: 0.0311979 | Time: 2009.44 ms [2020-12-21 14:42:46 main:581] : INFO : Epoch 699 | loss: 0.0311956 | val_loss: 0.0311981 | Time: 2008.52 ms [2020-12-21 14:42:48 main:581] : INFO : Epoch 700 | loss: 0.0311958 | val_loss: 0.0312001 | Time: 2011.07 ms [2020-12-21 14:42:50 main:581] : INFO : Epoch 701 | loss: 0.0311943 | val_loss: 0.031197 | Time: 2006.69 ms [2020-12-21 14:42:52 main:581] : INFO : Epoch 702 | loss: 0.0311939 | val_loss: 0.0311966 | Time: 2002.64 ms [2020-12-21 14:42:54 main:581] : INFO : Epoch 703 | loss: 0.0311938 | val_loss: 0.031197 | Time: 2001.12 ms [2020-12-21 14:42:56 main:581] : INFO : Epoch 704 | loss: 0.0311937 | val_loss: 0.0311972 | Time: 2006.05 ms [2020-12-21 14:42:58 main:581] : INFO : Epoch 705 | loss: 0.0311943 | val_loss: 0.0311955 | Time: 2001.73 ms [2020-12-21 14:43:00 main:581] : INFO : Epoch 706 | loss: 0.031195 | val_loss: 0.0311959 | Time: 2009.41 ms [2020-12-21 14:43:02 main:581] : INFO : Epoch 707 | loss: 0.0311931 | val_loss: 0.0311968 | Time: 2007.46 ms [2020-12-21 14:43:04 main:581] : INFO : Epoch 708 | loss: 0.0311943 | val_loss: 0.0311974 | Time: 1998.45 ms [2020-12-21 14:43:06 main:581] : INFO : Epoch 709 | loss: 0.0311926 | val_loss: 0.0311968 | Time: 2007.79 ms [2020-12-21 14:43:08 main:581] : INFO : Epoch 710 | loss: 0.0311938 | val_loss: 0.0311962 | Time: 2008.23 ms [2020-12-21 14:43:10 main:581] : INFO : Epoch 711 | loss: 0.0311929 | val_loss: 0.0311961 | Time: 2007.9 ms [2020-12-21 14:43:12 main:581] : INFO : Epoch 712 | loss: 0.0311938 | val_loss: 0.0312009 | Time: 2010.31 ms [2020-12-21 14:43:14 main:581] : INFO : Epoch 713 | loss: 0.0311953 | val_loss: 0.0311957 | Time: 2010.66 ms [2020-12-21 14:43:16 main:581] : INFO : Epoch 714 | loss: 0.0311938 | val_loss: 0.031196 | Time: 2010.48 ms [2020-12-21 14:43:18 main:581] : INFO : Epoch 715 | loss: 0.0311935 | val_loss: 0.0311954 | Time: 2001.11 ms [2020-12-21 14:43:20 main:581] : INFO : Epoch 716 | loss: 0.0311925 | val_loss: 0.0311982 | Time: 2005.73 ms [2020-12-21 14:43:22 main:581] : INFO : Epoch 717 | loss: 0.0311925 | val_loss: 0.0311951 | Time: 1991.01 ms [2020-12-21 14:43:24 main:581] : INFO : Epoch 718 | loss: 0.0311927 | val_loss: 0.0311962 | Time: 2008.54 ms [2020-12-21 14:43:26 main:581] : INFO : Epoch 719 | loss: 0.0311936 | val_loss: 0.0311973 | Time: 2009.71 ms [2020-12-21 14:43:28 main:581] : INFO : Epoch 720 | loss: 0.0311938 | val_loss: 0.0311954 | Time: 2009.85 ms [2020-12-21 14:43:30 main:581] : INFO : Epoch 721 | loss: 0.0311921 | val_loss: 0.0311947 | Time: 1998.55 ms [2020-12-21 14:43:32 main:581] : INFO : Epoch 722 | loss: 0.0311922 | val_loss: 0.0311965 | Time: 2012.81 ms [2020-12-21 14:43:34 main:581] : INFO : Epoch 723 | loss: 0.0311925 | val_loss: 0.0311951 | Time: 2011.03 ms [2020-12-21 14:43:36 main:581] : INFO : Epoch 724 | loss: 0.0311921 | val_loss: 0.0311953 | Time: 2011.08 ms [2020-12-21 14:43:38 main:581] : INFO : Epoch 725 | loss: 0.0311926 | val_loss: 0.0311983 | Time: 2004.95 ms [2020-12-21 14:43:40 main:581] : INFO : Epoch 726 | loss: 0.0311923 | val_loss: 0.0311959 | Time: 2000.17 ms [2020-12-21 14:43:42 main:581] : INFO : Epoch 727 | loss: 0.0311932 | val_loss: 0.0311977 | Time: 1999.03 ms [2020-12-21 14:43:44 main:581] : INFO : Epoch 728 | loss: 0.031194 | val_loss: 0.0311973 | Time: 2009.64 ms [2020-12-21 14:43:46 main:581] : INFO : Epoch 729 | loss: 0.0311928 | val_loss: 0.0311946 | Time: 2009.68 ms [2020-12-21 14:43:48 main:581] : INFO : Epoch 730 | loss: 0.0311911 | val_loss: 0.0311966 | Time: 2000.1 ms [2020-12-21 14:43:50 main:581] : INFO : Epoch 731 | loss: 0.0311918 | val_loss: 0.0311963 | Time: 2013.83 ms [2020-12-21 14:43:52 main:581] : INFO : Epoch 732 | loss: 0.0311922 | val_loss: 0.0311963 | Time: 1987.95 ms [2020-12-21 14:43:54 main:581] : INFO : Epoch 733 | loss: 0.0311911 | val_loss: 0.0311961 | Time: 2008.79 ms [2020-12-21 14:43:56 main:581] : INFO : Epoch 734 | loss: 0.0311906 | val_loss: 0.0311976 | Time: 2006.41 ms [2020-12-21 14:43:58 main:581] : INFO : Epoch 735 | loss: 0.0311938 | val_loss: 0.0311998 | Time: 2003.88 ms [2020-12-21 14:44:00 main:581] : INFO : Epoch 736 | loss: 0.0311914 | val_loss: 0.0311969 | Time: 2007.24 ms [2020-12-21 14:44:02 main:581] : INFO : Epoch 737 | loss: 0.0311918 | val_loss: 0.0311981 | Time: 2008.94 ms [2020-12-21 14:44:04 main:581] : INFO : Epoch 738 | loss: 0.0311913 | val_loss: 0.0312004 | Time: 2008.91 ms [2020-12-21 14:44:06 main:581] : INFO : Epoch 739 | loss: 0.0311923 | val_loss: 0.0311968 | Time: 2010.41 ms [2020-12-21 14:44:08 main:581] : INFO : Epoch 740 | loss: 0.0311909 | val_loss: 0.0311975 | Time: 2009.57 ms [2020-12-21 14:44:10 main:581] : INFO : Epoch 741 | loss: 0.0311915 | val_loss: 0.031199 | Time: 2013.48 ms [2020-12-21 14:44:12 main:581] : INFO : Epoch 742 | loss: 0.0311903 | val_loss: 0.0311974 | Time: 2010.55 ms [2020-12-21 14:44:14 main:581] : INFO : Epoch 743 | loss: 0.0311895 | val_loss: 0.0311967 | Time: 2009.04 ms [2020-12-21 14:44:16 main:581] : INFO : Epoch 744 | loss: 0.0311889 | val_loss: 0.0311973 | Time: 2014.83 ms [2020-12-21 14:44:18 main:581] : INFO : Epoch 745 | loss: 0.0311907 | val_loss: 0.0312098 | Time: 2014.92 ms [2020-12-21 14:44:20 main:581] : INFO : Epoch 746 | loss: 0.0311911 | val_loss: 0.0311967 | Time: 2019.53 ms [2020-12-21 14:44:22 main:581] : INFO : Epoch 747 | loss: 0.0311894 | val_loss: 0.0311958 | Time: 2012.45 ms [2020-12-21 14:44:24 main:581] : INFO : Epoch 748 | loss: 0.0311907 | val_loss: 0.0311967 | Time: 2016.18 ms [2020-12-21 14:44:26 main:581] : INFO : Epoch 749 | loss: 0.0311899 | val_loss: 0.0311973 | Time: 2011.68 ms [2020-12-21 14:44:28 main:581] : INFO : Epoch 750 | loss: 0.0311893 | val_loss: 0.0311969 | Time: 2005.74 ms [2020-12-21 14:44:30 main:581] : INFO : Epoch 751 | loss: 0.0311899 | val_loss: 0.0311981 | Time: 2009.55 ms [2020-12-21 14:44:32 main:581] : INFO : Epoch 752 | loss: 0.0311892 | val_loss: 0.0311975 | Time: 2010.04 ms [2020-12-21 14:44:34 main:581] : INFO : Epoch 753 | loss: 0.0311898 | val_loss: 0.0311961 | Time: 2004.21 ms [2020-12-21 14:44:36 main:581] : INFO : Epoch 754 | loss: 0.0311916 | val_loss: 0.0311983 | Time: 2002.24 ms [2020-12-21 14:44:38 main:581] : INFO : Epoch 755 | loss: 0.031193 | val_loss: 0.0311983 | Time: 2008.59 ms [2020-12-21 14:44:40 main:581] : INFO : Epoch 756 | loss: 0.0311925 | val_loss: 0.031198 | Time: 2013.21 ms [2020-12-21 14:44:42 main:581] : INFO : Epoch 757 | loss: 0.0311921 | val_loss: 0.0311978 | Time: 2011.92 ms [2020-12-21 14:44:44 main:581] : INFO : Epoch 758 | loss: 0.0311915 | val_loss: 0.0311984 | Time: 2008.51 ms [2020-12-21 14:44:46 main:581] : INFO : Epoch 759 | loss: 0.031192 | val_loss: 0.0311982 | Time: 2004.17 ms [2020-12-21 14:44:48 main:581] : INFO : Epoch 760 | loss: 0.0311915 | val_loss: 0.0311972 | Time: 2006.17 ms [2020-12-21 14:44:50 main:581] : INFO : Epoch 761 | loss: 0.0311907 | val_loss: 0.0311971 | Time: 2001.22 ms [2020-12-21 14:44:52 main:581] : INFO : Epoch 762 | loss: 0.0311894 | val_loss: 0.0311983 | Time: 2008.35 ms [2020-12-21 14:44:54 main:581] : INFO : Epoch 763 | loss: 0.0311918 | val_loss: 0.0311949 | Time: 2008.59 ms [2020-12-21 14:44:57 main:581] : INFO : Epoch 764 | loss: 0.0311893 | val_loss: 0.0311967 | Time: 2008.22 ms [2020-12-21 14:44:59 main:581] : INFO : Epoch 765 | loss: 0.031189 | val_loss: 0.031195 | Time: 2006.98 ms [2020-12-21 14:45:01 main:581] : INFO : Epoch 766 | loss: 0.0311885 | val_loss: 0.0311937 | Time: 2010.05 ms [2020-12-21 14:45:03 main:581] : INFO : Epoch 767 | loss: 0.0311908 | val_loss: 0.0311953 | Time: 2006.99 ms [2020-12-21 14:45:05 main:581] : INFO : Epoch 768 | loss: 0.0311892 | val_loss: 0.0311945 | Time: 2010.3 ms [2020-12-21 14:45:07 main:581] : INFO : Epoch 769 | loss: 0.0311895 | val_loss: 0.0311972 | Time: 2008.91 ms [2020-12-21 14:45:09 main:581] : INFO : Epoch 770 | loss: 0.0311905 | val_loss: 0.0311951 | Time: 1996.18 ms [2020-12-21 14:45:11 main:581] : INFO : Epoch 771 | loss: 0.0311902 | val_loss: 0.0311994 | Time: 2012.74 ms [2020-12-21 14:45:13 main:581] : INFO : Epoch 772 | loss: 0.0311933 | val_loss: 0.0311953 | Time: 2011.12 ms [2020-12-21 14:45:15 main:581] : INFO : Epoch 773 | loss: 0.0311905 | val_loss: 0.0311957 | Time: 2012.54 ms [2020-12-21 14:45:17 main:581] : INFO : Epoch 774 | loss: 0.0311884 | val_loss: 0.0311946 | Time: 2001.78 ms [2020-12-21 14:45:19 main:581] : INFO : Epoch 775 | loss: 0.0311889 | val_loss: 0.0311951 | Time: 2010.52 ms [2020-12-21 14:45:21 main:581] : INFO : Epoch 776 | loss: 0.0311891 | val_loss: 0.0311945 | Time: 2001.44 ms [2020-12-21 14:45:23 main:581] : INFO : Epoch 777 | loss: 0.0311902 | val_loss: 0.0311936 | Time: 2012.75 ms [2020-12-21 14:45:25 main:581] : INFO : Epoch 778 | loss: 0.031193 | val_loss: 0.0311947 | Time: 2005.2 ms [2020-12-21 14:45:27 main:581] : INFO : Epoch 779 | loss: 0.0311908 | val_loss: 0.031195 | Time: 2018.99 ms [2020-12-21 14:45:29 main:581] : INFO : Epoch 780 | loss: 0.0311904 | val_loss: 0.0311959 | Time: 2010.72 ms [2020-12-21 14:45:31 main:581] : INFO : Epoch 781 | loss: 0.0311899 | val_loss: 0.0311957 | Time: 2009.73 ms [2020-12-21 14:45:33 main:581] : INFO : Epoch 782 | loss: 0.0311901 | val_loss: 0.0311943 | Time: 2010.17 ms [2020-12-21 14:45:35 main:581] : INFO : Epoch 783 | loss: 0.0311897 | val_loss: 0.0311951 | Time: 2009.63 ms [2020-12-21 14:45:37 main:581] : INFO : Epoch 784 | loss: 0.0311887 | val_loss: 0.0311943 | Time: 2013.21 ms [2020-12-21 14:45:39 main:581] : INFO : Epoch 785 | loss: 0.0311899 | val_loss: 0.0311937 | Time: 2010.13 ms [2020-12-21 14:45:41 main:581] : INFO : Epoch 786 | loss: 0.0311899 | val_loss: 0.0311952 | Time: 2018.44 ms [2020-12-21 14:45:43 main:581] : INFO : Epoch 787 | loss: 0.0311899 | val_loss: 0.0311939 | Time: 2003.19 ms [2020-12-21 14:45:45 main:581] : INFO : Epoch 788 | loss: 0.0311885 | val_loss: 0.0311959 | Time: 2011.12 ms [2020-12-21 14:45:47 main:581] : INFO : Epoch 789 | loss: 0.0311911 | val_loss: 0.0311986 | Time: 2015.16 ms [2020-12-21 14:45:49 main:581] : INFO : Epoch 790 | loss: 0.0311904 | val_loss: 0.0311958 | Time: 2012.98 ms [2020-12-21 14:45:51 main:581] : INFO : Epoch 791 | loss: 0.0311889 | val_loss: 0.0311949 | Time: 2012.1 ms [2020-12-21 14:45:53 main:581] : INFO : Epoch 792 | loss: 0.0311883 | val_loss: 0.031196 | Time: 2026.05 ms [2020-12-21 14:45:55 main:581] : INFO : Epoch 793 | loss: 0.0311906 | val_loss: 0.0311942 | Time: 2012.71 ms [2020-12-21 14:45:57 main:581] : INFO : Epoch 794 | loss: 0.0311872 | val_loss: 0.0311927 | Time: 2003.57 ms [2020-12-21 14:45:59 main:581] : INFO : Epoch 795 | loss: 0.0311884 | val_loss: 0.0311963 | Time: 2010.85 ms [2020-12-21 14:46:01 main:581] : INFO : Epoch 796 | loss: 0.0311879 | val_loss: 0.0311927 | Time: 2020.08 ms [2020-12-21 14:46:03 main:581] : INFO : Epoch 797 | loss: 0.0311878 | val_loss: 0.0311931 | Time: 2011.48 ms [2020-12-21 14:46:05 main:581] : INFO : Epoch 798 | loss: 0.0311876 | val_loss: 0.0311931 | Time: 2010.92 ms [2020-12-21 14:46:07 main:581] : INFO : Epoch 799 | loss: 0.0311873 | val_loss: 0.0311953 | Time: 2010.28 ms [2020-12-21 14:46:09 main:581] : INFO : Epoch 800 | loss: 0.031188 | val_loss: 0.0311969 | Time: 2011.16 ms [2020-12-21 14:46:11 main:581] : INFO : Epoch 801 | loss: 0.0311893 | val_loss: 0.0311928 | Time: 2010.6 ms [2020-12-21 14:46:13 main:581] : INFO : Epoch 802 | loss: 0.0311864 | val_loss: 0.0311942 | Time: 2010.5 ms [2020-12-21 14:46:15 main:581] : INFO : Epoch 803 | loss: 0.0311895 | val_loss: 0.0311929 | Time: 2003.82 ms [2020-12-21 14:46:17 main:581] : INFO : Epoch 804 | loss: 0.0311897 | val_loss: 0.0311957 | Time: 2011.88 ms [2020-12-21 14:46:19 main:581] : INFO : Epoch 805 | loss: 0.0311876 | val_loss: 0.0311945 | Time: 2012.85 ms [2020-12-21 14:46:21 main:581] : INFO : Epoch 806 | loss: 0.0311876 | val_loss: 0.0311928 | Time: 2011.37 ms [2020-12-21 14:46:23 main:581] : INFO : Epoch 807 | loss: 0.0311882 | val_loss: 0.031193 | Time: 2011.91 ms [2020-12-21 14:46:25 main:581] : INFO : Epoch 808 | loss: 0.0311871 | val_loss: 0.0311924 | Time: 2008.51 ms [2020-12-21 14:46:27 main:581] : INFO : Epoch 809 | loss: 0.0311876 | val_loss: 0.0311967 | Time: 2022.54 ms [2020-12-21 14:46:29 main:581] : INFO : Epoch 810 | loss: 0.0311893 | val_loss: 0.0311943 | Time: 2013.51 ms [2020-12-21 14:46:31 main:581] : INFO : Epoch 811 | loss: 0.031187 | val_loss: 0.0311962 | Time: 2004.86 ms [2020-12-21 14:46:33 main:581] : INFO : Epoch 812 | loss: 0.0311871 | val_loss: 0.0311932 | Time: 2009.15 ms [2020-12-21 14:46:35 main:581] : INFO : Epoch 813 | loss: 0.0311874 | val_loss: 0.0311927 | Time: 2008.09 ms [2020-12-21 14:46:37 main:581] : INFO : Epoch 814 | loss: 0.0311872 | val_loss: 0.0311923 | Time: 2001.85 ms [2020-12-21 14:46:39 main:581] : INFO : Epoch 815 | loss: 0.0311872 | val_loss: 0.0311912 | Time: 2018.58 ms [2020-12-21 14:46:41 main:581] : INFO : Epoch 816 | loss: 0.0311875 | val_loss: 0.0311945 | Time: 2011.77 ms [2020-12-21 14:46:43 main:581] : INFO : Epoch 817 | loss: 0.0311884 | val_loss: 0.0311909 | Time: 2014.04 ms [2020-12-21 14:46:45 main:581] : INFO : Epoch 818 | loss: 0.0311887 | val_loss: 0.0311916 | Time: 2013.43 ms [2020-12-21 14:46:47 main:581] : INFO : Epoch 819 | loss: 0.0311899 | val_loss: 0.0311925 | Time: 2013.45 ms [2020-12-21 14:46:49 main:581] : INFO : Epoch 820 | loss: 0.0311891 | val_loss: 0.0311941 | Time: 1997.44 ms [2020-12-21 14:46:51 main:581] : INFO : Epoch 821 | loss: 0.0311931 | val_loss: 0.0311968 | Time: 2013.26 ms [2020-12-21 14:46:53 main:581] : INFO : Epoch 822 | loss: 0.0311948 | val_loss: 0.0311969 | Time: 2011.07 ms [2020-12-21 14:46:55 main:581] : INFO : Epoch 823 | loss: 0.0311956 | val_loss: 0.0311963 | Time: 2004.1 ms [2020-12-21 14:46:57 main:581] : INFO : Epoch 824 | loss: 0.0311983 | val_loss: 0.0311952 | Time: 2012.29 ms [2020-12-21 14:46:59 main:581] : INFO : Epoch 825 | loss: 0.0311929 | val_loss: 0.0311931 | Time: 2009.97 ms [2020-12-21 14:47:01 main:581] : INFO : Epoch 826 | loss: 0.0311915 | val_loss: 0.0311922 | Time: 2024.2 ms [2020-12-21 14:47:03 main:581] : INFO : Epoch 827 | loss: 0.0311908 | val_loss: 0.0311943 | Time: 2013.06 ms [2020-12-21 14:47:05 main:581] : INFO : Epoch 828 | loss: 0.0311891 | val_loss: 0.0311917 | Time: 2011.77 ms [2020-12-21 14:47:07 main:581] : INFO : Epoch 829 | loss: 0.0311899 | val_loss: 0.0311924 | Time: 2014.02 ms [2020-12-21 14:47:09 main:581] : INFO : Epoch 830 | loss: 0.0311916 | val_loss: 0.0311922 | Time: 2001.02 ms [2020-12-21 14:47:11 main:581] : INFO : Epoch 831 | loss: 0.0311928 | val_loss: 0.0311924 | Time: 2007.43 ms [2020-12-21 14:47:13 main:581] : INFO : Epoch 832 | loss: 0.031191 | val_loss: 0.0311956 | Time: 2008.32 ms [2020-12-21 14:47:15 main:581] : INFO : Epoch 833 | loss: 0.0311906 | val_loss: 0.0311974 | Time: 2010.64 ms [2020-12-21 14:47:17 main:581] : INFO : Epoch 834 | loss: 0.0311921 | val_loss: 0.0311918 | Time: 2020.11 ms [2020-12-21 14:47:19 main:581] : INFO : Epoch 835 | loss: 0.0311903 | val_loss: 0.031193 | Time: 2004.25 ms [2020-12-21 14:47:21 main:581] : INFO : Epoch 836 | loss: 0.0311928 | val_loss: 0.0311919 | Time: 2013 ms [2020-12-21 14:47:23 main:581] : INFO : Epoch 837 | loss: 0.0311929 | val_loss: 0.0311914 | Time: 2013.26 ms [2020-12-21 14:47:25 main:581] : INFO : Epoch 838 | loss: 0.0311896 | val_loss: 0.0311909 | Time: 2003.72 ms [2020-12-21 14:47:27 main:581] : INFO : Epoch 839 | loss: 0.0311889 | val_loss: 0.0311921 | Time: 2011.41 ms [2020-12-21 14:47:29 main:581] : INFO : Epoch 840 | loss: 0.0311909 | val_loss: 0.0311926 | Time: 2011.66 ms [2020-12-21 14:47:31 main:581] : INFO : Epoch 841 | loss: 0.0311898 | val_loss: 0.0311916 | Time: 2012.53 ms [2020-12-21 14:47:33 main:581] : INFO : Epoch 842 | loss: 0.0311894 | val_loss: 0.0311907 | Time: 2019.06 ms [2020-12-21 14:47:35 main:581] : INFO : Epoch 843 | loss: 0.0311906 | val_loss: 0.0311959 | Time: 2004.42 ms [2020-12-21 14:47:37 main:581] : INFO : Epoch 844 | loss: 0.0311927 | val_loss: 0.0311934 | Time: 2017.75 ms [2020-12-21 14:47:39 main:581] : INFO : Epoch 845 | loss: 0.0311931 | val_loss: 0.0311931 | Time: 2020.01 ms [2020-12-21 14:47:41 main:581] : INFO : Epoch 846 | loss: 0.0311902 | val_loss: 0.0311915 | Time: 2004.33 ms [2020-12-21 14:47:43 main:581] : INFO : Epoch 847 | loss: 0.0311895 | val_loss: 0.031192 | Time: 2009.98 ms [2020-12-21 14:47:45 main:581] : INFO : Epoch 848 | loss: 0.0311891 | val_loss: 0.0311922 | Time: 2011.83 ms [2020-12-21 14:47:47 main:581] : INFO : Epoch 849 | loss: 0.0311884 | val_loss: 0.0311958 | Time: 2004.91 ms [2020-12-21 14:47:49 main:581] : INFO : Epoch 850 | loss: 0.0311892 | val_loss: 0.0311941 | Time: 2007.59 ms [2020-12-21 14:47:51 main:581] : INFO : Epoch 851 | loss: 0.0311886 | val_loss: 0.0311913 | Time: 2015.91 ms [2020-12-21 14:47:53 main:581] : INFO : Epoch 852 | loss: 0.031189 | val_loss: 0.0311924 | Time: 2012.86 ms [2020-12-21 14:47:55 main:581] : INFO : Epoch 853 | loss: 0.0311893 | val_loss: 0.0311937 | Time: 2003.15 ms [2020-12-21 14:47:57 main:581] : INFO : Epoch 854 | loss: 0.0311895 | val_loss: 0.0311921 | Time: 2011.03 ms [2020-12-21 14:48:00 main:581] : INFO : Epoch 855 | loss: 0.0311876 | val_loss: 0.0311904 | Time: 2018.18 ms [2020-12-21 14:48:02 main:581] : INFO : Epoch 856 | loss: 0.0311879 | val_loss: 0.0311904 | Time: 2005.28 ms [2020-12-21 14:48:04 main:581] : INFO : Epoch 857 | loss: 0.0311876 | val_loss: 0.031194 | Time: 2014.11 ms [2020-12-21 14:48:06 main:581] : INFO : Epoch 858 | loss: 0.0311877 | val_loss: 0.0311902 | Time: 2013.58 ms [2020-12-21 14:48:08 main:581] : INFO : Epoch 859 | loss: 0.0311877 | val_loss: 0.0311938 | Time: 2008.13 ms [2020-12-21 14:48:10 main:581] : INFO : Epoch 860 | loss: 0.0311961 | val_loss: 0.0312077 | Time: 2012.43 ms [2020-12-21 14:48:12 main:581] : INFO : Epoch 861 | loss: 0.0312132 | val_loss: 0.0312118 | Time: 2017.19 ms [2020-12-21 14:48:14 main:581] : INFO : Epoch 862 | loss: 0.0341514 | val_loss: 0.031719 | Time: 2018.29 ms [2020-12-21 14:48:16 main:581] : INFO : Epoch 863 | loss: 0.0576417 | val_loss: 0.0409944 | Time: 2012.48 ms [2020-12-21 14:48:18 main:581] : INFO : Epoch 864 | loss: 0.0397812 | val_loss: 0.0335561 | Time: 2012.3 ms [2020-12-21 14:48:20 main:581] : INFO : Epoch 865 | loss: 0.0321013 | val_loss: 0.0315061 | Time: 2018.45 ms [2020-12-21 14:48:22 main:581] : INFO : Epoch 866 | loss: 0.031376 | val_loss: 0.0312841 | Time: 2013.5 ms [2020-12-21 14:48:24 main:581] : INFO : Epoch 867 | loss: 0.0312513 | val_loss: 0.0312326 | Time: 2013.56 ms [2020-12-21 14:48:26 main:581] : INFO : Epoch 868 | loss: 0.0312227 | val_loss: 0.0312177 | Time: 2013.14 ms [2020-12-21 14:48:28 main:581] : INFO : Epoch 869 | loss: 0.031214 | val_loss: 0.0312139 | Time: 2014.75 ms [2020-12-21 14:48:30 main:581] : INFO : Epoch 870 | loss: 0.0312111 | val_loss: 0.0312133 | Time: 2014.18 ms [2020-12-21 14:48:32 main:581] : INFO : Epoch 871 | loss: 0.0312099 | val_loss: 0.0312112 | Time: 2013.23 ms [2020-12-21 14:48:34 main:581] : INFO : Epoch 872 | loss: 0.0312085 | val_loss: 0.0312104 | Time: 2016.95 ms [2020-12-21 14:48:36 main:581] : INFO : Epoch 873 | loss: 0.0312075 | val_loss: 0.0312088 | Time: 2012.03 ms [2020-12-21 14:48:38 main:581] : INFO : Epoch 874 | loss: 0.0312066 | val_loss: 0.0312079 | Time: 2016.05 ms [2020-12-21 14:48:40 main:581] : INFO : Epoch 875 | loss: 0.0312058 | val_loss: 0.031207 | Time: 2013.65 ms [2020-12-21 14:48:42 main:581] : INFO : Epoch 876 | loss: 0.0312047 | val_loss: 0.0312066 | Time: 2017.79 ms [2020-12-21 14:48:44 main:581] : INFO : Epoch 877 | loss: 0.0312042 | val_loss: 0.031206 | Time: 2012.18 ms [2020-12-21 14:48:46 main:581] : INFO : Epoch 878 | loss: 0.0312037 | val_loss: 0.0312057 | Time: 2014.22 ms [2020-12-21 14:48:48 main:581] : INFO : Epoch 879 | loss: 0.0312034 | val_loss: 0.0312053 | Time: 2012.55 ms [2020-12-21 14:48:50 main:581] : INFO : Epoch 880 | loss: 0.0312031 | val_loss: 0.0312046 | Time: 2004.8 ms [2020-12-21 14:48:52 main:581] : INFO : Epoch 881 | loss: 0.0312027 | val_loss: 0.0312054 | Time: 2016.26 ms [2020-12-21 14:48:54 main:581] : INFO : Epoch 882 | loss: 0.0312027 | val_loss: 0.0312041 | Time: 2022.29 ms [2020-12-21 14:48:56 main:581] : INFO : Epoch 883 | loss: 0.0312021 | val_loss: 0.0312048 | Time: 2012.27 ms [2020-12-21 14:48:58 main:581] : INFO : Epoch 884 | loss: 0.031202 | val_loss: 0.0312033 | Time: 2014.83 ms [2020-12-21 14:49:00 main:581] : INFO : Epoch 885 | loss: 0.0312014 | val_loss: 0.0312031 | Time: 2002.37 ms [2020-12-21 14:49:02 main:581] : INFO : Epoch 886 | loss: 0.0312008 | val_loss: 0.031203 | Time: 2021.74 ms [2020-12-21 14:49:04 main:581] : INFO : Epoch 887 | loss: 0.0312006 | val_loss: 0.0312027 | Time: 2011.68 ms [2020-12-21 14:49:06 main:581] : INFO : Epoch 888 | loss: 0.0312001 | val_loss: 0.0312019 | Time: 2013.31 ms [2020-12-21 14:49:08 main:581] : INFO : Epoch 889 | loss: 0.0311999 | val_loss: 0.0312014 | Time: 2007.13 ms [2020-12-21 14:49:10 main:581] : INFO : Epoch 890 | loss: 0.0311994 | val_loss: 0.0312015 | Time: 2022.78 ms [2020-12-21 14:49:12 main:581] : INFO : Epoch 891 | loss: 0.0311987 | val_loss: 0.0312015 | Time: 2011.62 ms [2020-12-21 14:49:14 main:581] : INFO : Epoch 892 | loss: 0.0311985 | val_loss: 0.0312021 | Time: 2004.83 ms [2020-12-21 14:49:16 main:581] : INFO : Epoch 893 | loss: 0.0311978 | val_loss: 0.0312017 | Time: 2005.13 ms [2020-12-21 14:49:18 main:581] : INFO : Epoch 894 | loss: 0.0311984 | val_loss: 0.0312012 | Time: 2013.39 ms [2020-12-21 14:49:20 main:581] : INFO : Epoch 895 | loss: 0.0311976 | val_loss: 0.0312013 | Time: 2005.43 ms [2020-12-21 14:49:22 main:581] : INFO : Epoch 896 | loss: 0.0311973 | val_loss: 0.0312011 | Time: 2011.93 ms [2020-12-21 14:49:24 main:581] : INFO : Epoch 897 | loss: 0.0311967 | val_loss: 0.0312009 | Time: 2017.85 ms [2020-12-21 14:49:26 main:581] : INFO : Epoch 898 | loss: 0.0311966 | val_loss: 0.0312004 | Time: 2011.13 ms [2020-12-21 14:49:28 main:581] : INFO : Epoch 899 | loss: 0.031197 | val_loss: 0.0311999 | Time: 2021.67 ms [2020-12-21 14:49:30 main:581] : INFO : Epoch 900 | loss: 0.0311962 | val_loss: 0.0312 | Time: 2011.18 ms [2020-12-21 14:49:32 main:581] : INFO : Epoch 901 | loss: 0.031196 | val_loss: 0.0312008 | Time: 2005.35 ms [2020-12-21 14:49:34 main:581] : INFO : Epoch 902 | loss: 0.0311958 | val_loss: 0.0311994 | Time: 2011.83 ms [2020-12-21 14:49:36 main:581] : INFO : Epoch 903 | loss: 0.0311959 | val_loss: 0.0311988 | Time: 2013.65 ms [2020-12-21 14:49:38 main:581] : INFO : Epoch 904 | loss: 0.0311952 | val_loss: 0.0311984 | Time: 2014.33 ms [2020-12-21 14:49:40 main:581] : INFO : Epoch 905 | loss: 0.0311952 | val_loss: 0.0311984 | Time: 2018.35 ms [2020-12-21 14:49:42 main:581] : INFO : Epoch 906 | loss: 0.0311958 | val_loss: 0.031201 | Time: 2010.86 ms [2020-12-21 14:49:44 main:581] : INFO : Epoch 907 | loss: 0.0311956 | val_loss: 0.0311985 | Time: 2014.02 ms [2020-12-21 14:49:46 main:581] : INFO : Epoch 908 | loss: 0.0311951 | val_loss: 0.0311992 | Time: 2032.15 ms [2020-12-21 14:49:48 main:581] : INFO : Epoch 909 | loss: 0.0311954 | val_loss: 0.0311998 | Time: 2013.97 ms [2020-12-21 14:49:50 main:581] : INFO : Epoch 910 | loss: 0.031196 | val_loss: 0.0311975 | Time: 2014.73 ms [2020-12-21 14:49:52 main:581] : INFO : Epoch 911 | loss: 0.0311953 | val_loss: 0.0312001 | Time: 2013.13 ms [2020-12-21 14:49:54 main:581] : INFO : Epoch 912 | loss: 0.031195 | val_loss: 0.0311985 | Time: 2018.44 ms [2020-12-21 14:49:56 main:581] : INFO : Epoch 913 | loss: 0.0311943 | val_loss: 0.031197 | Time: 2011.22 ms [2020-12-21 14:49:58 main:581] : INFO : Epoch 914 | loss: 0.0311937 | val_loss: 0.0311969 | Time: 2005.85 ms [2020-12-21 14:50:00 main:581] : INFO : Epoch 915 | loss: 0.0311931 | val_loss: 0.0311958 | Time: 2011.21 ms [2020-12-21 14:50:02 main:581] : INFO : Epoch 916 | loss: 0.031193 | val_loss: 0.0311955 | Time: 2013.7 ms [2020-12-21 14:50:04 main:581] : INFO : Epoch 917 | loss: 0.031193 | val_loss: 0.0311949 | Time: 2013.12 ms [2020-12-21 14:50:06 main:581] : INFO : Epoch 918 | loss: 0.0311923 | val_loss: 0.0311949 | Time: 2013.53 ms [2020-12-21 14:50:08 main:581] : INFO : Epoch 919 | loss: 0.0311923 | val_loss: 0.0311943 | Time: 2013.45 ms [2020-12-21 14:50:10 main:581] : INFO : Epoch 920 | loss: 0.0311914 | val_loss: 0.0311955 | Time: 2014.7 ms [2020-12-21 14:50:12 main:581] : INFO : Epoch 921 | loss: 0.0311916 | val_loss: 0.0311946 | Time: 2018.23 ms [2020-12-21 14:50:14 main:581] : INFO : Epoch 922 | loss: 0.0311919 | val_loss: 0.0311946 | Time: 2002.29 ms [2020-12-21 14:50:16 main:581] : INFO : Epoch 923 | loss: 0.0311909 | val_loss: 0.0311945 | Time: 2017.81 ms [2020-12-21 14:50:18 main:581] : INFO : Epoch 924 | loss: 0.0311913 | val_loss: 0.0311945 | Time: 2013.78 ms [2020-12-21 14:50:20 main:581] : INFO : Epoch 925 | loss: 0.0311911 | val_loss: 0.0311943 | Time: 2011.67 ms [2020-12-21 14:50:22 main:581] : INFO : Epoch 926 | loss: 0.0311912 | val_loss: 0.0311965 | Time: 2020.19 ms [2020-12-21 14:50:24 main:581] : INFO : Epoch 927 | loss: 0.0311919 | val_loss: 0.031196 | Time: 2014.86 ms [2020-12-21 14:50:27 main:581] : INFO : Epoch 928 | loss: 0.0311906 | val_loss: 0.0311943 | Time: 2015.91 ms [2020-12-21 14:50:29 main:581] : INFO : Epoch 929 | loss: 0.0311906 | val_loss: 0.0311947 | Time: 2023.42 ms [2020-12-21 14:50:31 main:581] : INFO : Epoch 930 | loss: 0.0311903 | val_loss: 0.0311942 | Time: 2003 ms [2020-12-21 14:50:33 main:581] : INFO : Epoch 931 | loss: 0.0311905 | val_loss: 0.0311958 | Time: 2013.59 ms [2020-12-21 14:50:35 main:581] : INFO : Epoch 932 | loss: 0.0311911 | val_loss: 0.0311956 | Time: 2012.82 ms [2020-12-21 14:50:37 main:581] : INFO : Epoch 933 | loss: 0.0311909 | val_loss: 0.0311938 | Time: 2013.94 ms [2020-12-21 14:50:39 main:581] : INFO : Epoch 934 | loss: 0.0311901 | val_loss: 0.0311939 | Time: 2013.45 ms [2020-12-21 14:50:41 main:581] : INFO : Epoch 935 | loss: 0.03119 | val_loss: 0.0311939 | Time: 2006.41 ms [2020-12-21 14:50:43 main:581] : INFO : Epoch 936 | loss: 0.0311903 | val_loss: 0.0311955 | Time: 2009.38 ms [2020-12-21 14:50:45 main:581] : INFO : Epoch 937 | loss: 0.0311904 | val_loss: 0.0311952 | Time: 2020.54 ms [2020-12-21 14:50:47 main:581] : INFO : Epoch 938 | loss: 0.0311898 | val_loss: 0.0311936 | Time: 2017.8 ms [2020-12-21 14:50:49 main:581] : INFO : Epoch 939 | loss: 0.0311895 | val_loss: 0.0311947 | Time: 2013.96 ms [2020-12-21 14:50:51 main:581] : INFO : Epoch 940 | loss: 0.0311899 | val_loss: 0.0311939 | Time: 2013.65 ms [2020-12-21 14:50:53 main:581] : INFO : Epoch 941 | loss: 0.0311908 | val_loss: 0.0311938 | Time: 2007.95 ms [2020-12-21 14:50:55 main:581] : INFO : Epoch 942 | loss: 0.0311894 | val_loss: 0.0311942 | Time: 2014.08 ms [2020-12-21 14:50:57 main:581] : INFO : Epoch 943 | loss: 0.0311893 | val_loss: 0.0311938 | Time: 2017.74 ms [2020-12-21 14:50:59 main:581] : INFO : Epoch 944 | loss: 0.0311893 | val_loss: 0.031194 | Time: 2009.1 ms [2020-12-21 14:51:01 main:581] : INFO : Epoch 945 | loss: 0.0311895 | val_loss: 0.0311953 | Time: 2007.52 ms [2020-12-21 14:51:03 main:581] : INFO : Epoch 946 | loss: 0.0311905 | val_loss: 0.0311941 | Time: 2010.22 ms [2020-12-21 14:51:05 main:581] : INFO : Epoch 947 | loss: 0.0311889 | val_loss: 0.0311947 | Time: 2008.25 ms [2020-12-21 14:51:07 main:581] : INFO : Epoch 948 | loss: 0.0311896 | val_loss: 0.0311934 | Time: 2004.24 ms [2020-12-21 14:51:09 main:581] : INFO : Epoch 949 | loss: 0.0311891 | val_loss: 0.0311943 | Time: 2020.59 ms [2020-12-21 14:51:11 main:581] : INFO : Epoch 950 | loss: 0.031189 | val_loss: 0.0311933 | Time: 2010.69 ms [2020-12-21 14:51:13 main:581] : INFO : Epoch 951 | loss: 0.0311888 | val_loss: 0.0311936 | Time: 2002.59 ms [2020-12-21 14:51:15 main:581] : INFO : Epoch 952 | loss: 0.0311908 | val_loss: 0.0311941 | Time: 2009.9 ms [2020-12-21 14:51:17 main:581] : INFO : Epoch 953 | loss: 0.0311915 | val_loss: 0.0311945 | Time: 2016.34 ms [2020-12-21 14:51:19 main:581] : INFO : Epoch 954 | loss: 0.0311892 | val_loss: 0.0311937 | Time: 2009.36 ms [2020-12-21 14:51:21 main:581] : INFO : Epoch 955 | loss: 0.0311891 | val_loss: 0.0311936 | Time: 2019.79 ms [2020-12-21 14:51:23 main:581] : INFO : Epoch 956 | loss: 0.0311897 | val_loss: 0.0311935 | Time: 2009.22 ms [2020-12-21 14:51:25 main:581] : INFO : Epoch 957 | loss: 0.0311891 | val_loss: 0.0311945 | Time: 2015.8 ms [2020-12-21 14:51:27 main:581] : INFO : Epoch 958 | loss: 0.0311891 | val_loss: 0.0311936 | Time: 2017.49 ms [2020-12-21 14:51:29 main:581] : INFO : Epoch 959 | loss: 0.031189 | val_loss: 0.0311933 | Time: 2017.9 ms [2020-12-21 14:51:31 main:581] : INFO : Epoch 960 | loss: 0.0311883 | val_loss: 0.0311938 | Time: 2014.73 ms [2020-12-21 14:51:33 main:581] : INFO : Epoch 961 | loss: 0.0311882 | val_loss: 0.0311933 | Time: 2018.03 ms [2020-12-21 14:51:35 main:581] : INFO : Epoch 962 | loss: 0.0311886 | val_loss: 0.0311937 | Time: 2017.35 ms [2020-12-21 14:51:37 main:581] : INFO : Epoch 963 | loss: 0.0311894 | val_loss: 0.0311948 | Time: 2015.96 ms [2020-12-21 14:51:39 main:581] : INFO : Epoch 964 | loss: 0.0311906 | val_loss: 0.0311936 | Time: 2017.75 ms [2020-12-21 14:51:41 main:581] : INFO : Epoch 965 | loss: 0.0311884 | val_loss: 0.0311931 | Time: 2001.82 ms [2020-12-21 14:51:43 main:581] : INFO : Epoch 966 | loss: 0.0311889 | val_loss: 0.0311944 | Time: 2011.85 ms [2020-12-21 14:51:45 main:581] : INFO : Epoch 967 | loss: 0.031189 | val_loss: 0.0311934 | Time: 2002.69 ms [2020-12-21 14:51:47 main:581] : INFO : Epoch 968 | loss: 0.0311885 | val_loss: 0.0311937 | Time: 2010.86 ms [2020-12-21 14:51:49 main:581] : INFO : Epoch 969 | loss: 0.0311888 | val_loss: 0.0311932 | Time: 2002.1 ms [2020-12-21 14:51:51 main:581] : INFO : Epoch 970 | loss: 0.0311899 | val_loss: 0.0311961 | Time: 2013.07 ms [2020-12-21 14:51:53 main:581] : INFO : Epoch 971 | loss: 0.0311891 | val_loss: 0.0311933 | Time: 2022.51 ms [2020-12-21 14:51:55 main:581] : INFO : Epoch 972 | loss: 0.0311883 | val_loss: 0.0311947 | Time: 2014.89 ms [2020-12-21 14:51:57 main:581] : INFO : Epoch 973 | loss: 0.0311882 | val_loss: 0.0311932 | Time: 1981.16 ms [2020-12-21 14:51:59 main:581] : INFO : Epoch 974 | loss: 0.0311886 | val_loss: 0.0311936 | Time: 1999.39 ms [2020-12-21 14:52:01 main:581] : INFO : Epoch 975 | loss: 0.0311897 | val_loss: 0.0311958 | Time: 2022.94 ms [2020-12-21 14:52:03 main:581] : INFO : Epoch 976 | loss: 0.031189 | val_loss: 0.0311941 | Time: 2018.29 ms [2020-12-21 14:52:05 main:581] : INFO : Epoch 977 | loss: 0.0311882 | val_loss: 0.0311935 | Time: 2014.17 ms [2020-12-21 14:52:07 main:581] : INFO : Epoch 978 | loss: 0.0311878 | val_loss: 0.0311932 | Time: 2015.64 ms [2020-12-21 14:52:09 main:581] : INFO : Epoch 979 | loss: 0.0311891 | val_loss: 0.0311962 | Time: 2010.57 ms [2020-12-21 14:52:11 main:581] : INFO : Epoch 980 | loss: 0.0311895 | val_loss: 0.0311951 | Time: 2027.21 ms [2020-12-21 14:52:13 main:581] : INFO : Epoch 981 | loss: 0.0311893 | val_loss: 0.0311937 | Time: 2020.63 ms [2020-12-21 14:52:15 main:581] : INFO : Epoch 982 | loss: 0.0311883 | val_loss: 0.0311927 | Time: 2011 ms [2020-12-21 14:52:17 main:581] : INFO : Epoch 983 | loss: 0.0311874 | val_loss: 0.0311929 | Time: 2026.1 ms [2020-12-21 14:52:19 main:581] : INFO : Epoch 984 | loss: 0.0311874 | val_loss: 0.0311931 | Time: 2002 ms [2020-12-21 14:52:21 main:581] : INFO : Epoch 985 | loss: 0.0311879 | val_loss: 0.0311929 | Time: 2023.97 ms [2020-12-21 14:52:23 main:581] : INFO : Epoch 986 | loss: 0.0311897 | val_loss: 0.0311948 | Time: 2007.92 ms [2020-12-21 14:52:25 main:581] : INFO : Epoch 987 | loss: 0.0311897 | val_loss: 0.0311939 | Time: 2020.2 ms [2020-12-21 14:52:27 main:581] : INFO : Epoch 988 | loss: 0.0311877 | val_loss: 0.0311936 | Time: 2017.16 ms [2020-12-21 14:52:29 main:581] : INFO : Epoch 989 | loss: 0.0311874 | val_loss: 0.0311931 | Time: 2018.62 ms [2020-12-21 14:52:31 main:581] : INFO : Epoch 990 | loss: 0.031188 | val_loss: 0.0311964 | Time: 2015.77 ms [2020-12-21 14:52:33 main:581] : INFO : Epoch 991 | loss: 0.0311879 | val_loss: 0.0311928 | Time: 2015.43 ms [2020-12-21 14:52:35 main:581] : INFO : Epoch 992 | loss: 0.031188 | val_loss: 0.0311996 | Time: 2021.48 ms [2020-12-21 14:52:37 main:581] : INFO : Epoch 993 | loss: 0.0311922 | val_loss: 0.031198 | Time: 2012.43 ms [2020-12-21 14:52:39 main:581] : INFO : Epoch 994 | loss: 0.0311896 | val_loss: 0.0311937 | Time: 2015.11 ms [2020-12-21 14:52:41 main:581] : INFO : Epoch 995 | loss: 0.0311888 | val_loss: 0.0311932 | Time: 2014.94 ms [2020-12-21 14:52:43 main:581] : INFO : Epoch 996 | loss: 0.0311902 | val_loss: 0.0311961 | Time: 2017.89 ms [2020-12-21 14:52:45 main:581] : INFO : Epoch 997 | loss: 0.0311886 | val_loss: 0.0311935 | Time: 2025.98 ms [2020-12-21 14:52:47 main:581] : INFO : Epoch 998 | loss: 0.0311887 | val_loss: 0.0311995 | Time: 2014.16 ms [2020-12-21 14:52:49 main:581] : INFO : Epoch 999 | loss: 0.0311912 | val_loss: 0.0311958 | Time: 2015.38 ms [2020-12-21 14:52:51 main:581] : INFO : Epoch 1000 | loss: 0.0311899 | val_loss: 0.0311959 | Time: 2014.26 ms [2020-12-21 14:52:54 main:581] : INFO : Epoch 1001 | loss: 0.0311901 | val_loss: 0.0311958 | Time: 2014.29 ms [2020-12-21 14:52:56 main:581] : INFO : Epoch 1002 | loss: 0.0311886 | val_loss: 0.0311932 | Time: 2014.19 ms [2020-12-21 14:52:58 main:581] : INFO : Epoch 1003 | loss: 0.0311892 | val_loss: 0.0311934 | Time: 2012.33 ms [2020-12-21 14:53:00 main:581] : INFO : Epoch 1004 | loss: 0.0311897 | val_loss: 0.0311945 | Time: 2000.8 ms [2020-12-21 14:53:02 main:581] : INFO : Epoch 1005 | loss: 0.0311885 | val_loss: 0.0311943 | Time: 2009.84 ms [2020-12-21 14:53:03 main:581] : INFO : Epoch 1006 | loss: 0.0311897 | val_loss: 0.0311951 | Time: 1948.9 ms [2020-12-21 14:53:06 main:581] : INFO : Epoch 1007 | loss: 0.0311901 | val_loss: 0.0311953 | Time: 2014.5 ms [2020-12-21 14:53:07 main:581] : INFO : Epoch 1008 | loss: 0.0311894 | val_loss: 0.0311961 | Time: 1978.14 ms [2020-12-21 14:53:09 main:581] : INFO : Epoch 1009 | loss: 0.031188 | val_loss: 0.0311939 | Time: 1998.06 ms [2020-12-21 14:53:11 main:581] : INFO : Epoch 1010 | loss: 0.0311883 | val_loss: 0.0311948 | Time: 2010.71 ms [2020-12-21 14:53:14 main:581] : INFO : Epoch 1011 | loss: 0.0311879 | val_loss: 0.0311932 | Time: 2016.62 ms [2020-12-21 14:53:16 main:581] : INFO : Epoch 1012 | loss: 0.0311872 | val_loss: 0.0311951 | Time: 2004.27 ms [2020-12-21 14:53:18 main:581] : INFO : Epoch 1013 | loss: 0.0311884 | val_loss: 0.0311933 | Time: 2020.3 ms [2020-12-21 14:53:20 main:581] : INFO : Epoch 1014 | loss: 0.0311881 | val_loss: 0.0311944 | Time: 2010.97 ms [2020-12-21 14:53:22 main:581] : INFO : Epoch 1015 | loss: 0.0311885 | val_loss: 0.0311952 | Time: 2015.25 ms [2020-12-21 14:53:24 main:581] : INFO : Epoch 1016 | loss: 0.0311904 | val_loss: 0.0311944 | Time: 2008.98 ms [2020-12-21 14:53:26 main:581] : INFO : Epoch 1017 | loss: 0.0311883 | val_loss: 0.0311986 | Time: 1986.2 ms [2020-12-21 14:53:28 main:581] : INFO : Epoch 1018 | loss: 0.0311918 | val_loss: 0.0311987 | Time: 1961.74 ms [2020-12-21 14:53:30 main:581] : INFO : Epoch 1019 | loss: 0.031189 | val_loss: 0.0311957 | Time: 2011.41 ms [2020-12-21 14:53:32 main:581] : INFO : Epoch 1020 | loss: 0.0311896 | val_loss: 0.0311938 | Time: 2015.05 ms [2020-12-21 14:53:34 main:581] : INFO : Epoch 1021 | loss: 0.0311903 | val_loss: 0.0311949 | Time: 2010.7 ms [2020-12-21 14:53:36 main:581] : INFO : Epoch 1022 | loss: 0.0311906 | val_loss: 0.0311938 | Time: 2018.21 ms [2020-12-21 14:53:38 main:581] : INFO : Epoch 1023 | loss: 0.0311871 | val_loss: 0.031194 | Time: 2010.76 ms [2020-12-21 14:53:40 main:581] : INFO : Epoch 1024 | loss: 0.0311869 | val_loss: 0.031195 | Time: 2008.53 ms [2020-12-21 14:53:40 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031195 [2020-12-21 14:53:40 main:610] : INFO : Saving end state to config to file [2020-12-21 14:53:40 main:615] : INFO : Success, exiting.. 14:53:40 (968174): 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)