Diff of the two buildlogs: -- --- b1/build.log 2021-08-18 05:33:42.758903599 +0000 +++ b2/build.log 2021-08-18 05:35:35.974660700 +0000 @@ -1,6 +1,6 @@ I: pbuilder: network access will be disabled during build -I: Current time: Mon Sep 19 23:54:18 -12 2022 -I: pbuilder-time-stamp: 1663674858 +I: Current time: Wed Aug 18 19:33:47 +14 2021 +I: pbuilder-time-stamp: 1629264827 I: Building the build Environment I: extracting base tarball [/var/cache/pbuilder/bullseye-reproducible-base.tgz] I: copying local configuration @@ -16,8 +16,8 @@ I: copying [./octave-linear-algebra_2.2.3-3.debian.tar.xz] I: Extracting source gpgv: unknown type of key resource 'trustedkeys.kbx' -gpgv: keyblock resource '/tmp/dpkg-verify-sig.g5Z_3Qhj/trustedkeys.kbx': General error -gpgv: Signature made Tue Nov 10 00:56:30 2020 -12 +gpgv: keyblock resource '/tmp/dpkg-verify-sig.bUdCUujd/trustedkeys.kbx': General error +gpgv: Signature made Wed Nov 11 02:56:30 2020 +14 gpgv: using RSA key 3F464391498FE874BDB5D98F2124AA1983785C90 gpgv: Can't check signature: No public key dpkg-source: warning: failed to verify signature on ./octave-linear-algebra_2.2.3-3.dsc @@ -26,135 +26,169 @@ dpkg-source: info: unpacking octave-linear-algebra_2.2.3-3.debian.tar.xz I: Not using root during the build. I: Installing the build-deps -I: user script /srv/workspace/pbuilder/3272/tmp/hooks/D02_print_environment starting +I: user script /srv/workspace/pbuilder/22045/tmp/hooks/D01_modify_environment starting +debug: Running on codethink14-arm64. +I: Changing host+domainname to test build reproducibility +I: Adding a custom variable just for the fun of it... +I: Changing /bin/sh to bash +Removing 'diversion of /bin/sh to /bin/sh.distrib by dash' +Adding 'diversion of /bin/sh to /bin/sh.distrib by bash' +Removing 'diversion of /usr/share/man/man1/sh.1.gz to /usr/share/man/man1/sh.distrib.1.gz by dash' +Adding 'diversion of /usr/share/man/man1/sh.1.gz to /usr/share/man/man1/sh.distrib.1.gz by bash' +I: Setting pbuilder2's login shell to /bin/bash +I: Setting pbuilder2's GECOS to second user,second room,second work-phone,second home-phone,second other +I: user script /srv/workspace/pbuilder/22045/tmp/hooks/D01_modify_environment finished +I: user script /srv/workspace/pbuilder/22045/tmp/hooks/D02_print_environment starting I: set - BUILDDIR='/build' - BUILDUSERGECOS='first user,first room,first work-phone,first home-phone,first other' - BUILDUSERNAME='pbuilder1' - BUILD_ARCH='arm64' - DEBIAN_FRONTEND='noninteractive' + BASH=/bin/sh + BASHOPTS=checkwinsize:cmdhist:complete_fullquote:extquote:force_fignore:globasciiranges:hostcomplete:interactive_comments:progcomp:promptvars:sourcepath + BASH_ALIASES=() + BASH_ARGC=() + BASH_ARGV=() + BASH_CMDS=() + BASH_LINENO=([0]="12" [1]="0") + BASH_SOURCE=([0]="/tmp/hooks/D02_print_environment" [1]="/tmp/hooks/D02_print_environment") + BASH_VERSINFO=([0]="5" [1]="1" [2]="4" [3]="1" [4]="release" [5]="aarch64-unknown-linux-gnu") + BASH_VERSION='5.1.4(1)-release' + BUILDDIR=/build + BUILDUSERGECOS='second user,second room,second work-phone,second home-phone,second other' + BUILDUSERNAME=pbuilder2 + BUILD_ARCH=arm64 + DEBIAN_FRONTEND=noninteractive DEB_BUILD_OPTIONS='buildinfo=+all reproducible=+all,-fixfilepath parallel=8' - DISTRIBUTION='' - HOME='/var/lib/jenkins' - HOST_ARCH='arm64' + DIRSTACK=() + DISTRIBUTION= + EUID=0 + FUNCNAME=([0]="Echo" [1]="main") + GROUPS=() + HOME=/var/lib/jenkins + HOSTNAME=i-capture-the-hostname + HOSTTYPE=aarch64 + HOST_ARCH=arm64 IFS=' ' - LANG='C' - LANGUAGE='en_US:en' - LC_ALL='C' - MAIL='/var/mail/root' - OPTIND='1' - PATH='/usr/sbin:/usr/bin:/sbin:/bin:/usr/games' - PBCURRENTCOMMANDLINEOPERATION='build' - PBUILDER_OPERATION='build' - PBUILDER_PKGDATADIR='/usr/share/pbuilder' - PBUILDER_PKGLIBDIR='/usr/lib/pbuilder' - PBUILDER_SYSCONFDIR='/etc' - PPID='3272' - PS1='# ' - PS2='> ' + LANG=C + LANGUAGE=nl_BE:nl + LC_ALL=C + MACHTYPE=aarch64-unknown-linux-gnu + MAIL=/var/mail/root + OPTERR=1 + OPTIND=1 + OSTYPE=linux-gnu + PATH=/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/i/capture/the/path + PBCURRENTCOMMANDLINEOPERATION=build + PBUILDER_OPERATION=build + PBUILDER_PKGDATADIR=/usr/share/pbuilder + PBUILDER_PKGLIBDIR=/usr/lib/pbuilder + PBUILDER_SYSCONFDIR=/etc + PIPESTATUS=([0]="0") + POSIXLY_CORRECT=y + PPID=22045 PS4='+ ' - PWD='/' - SHELL='/bin/bash' - SHLVL='2' - SUDO_COMMAND='/usr/bin/timeout -k 18.1h 18h /usr/bin/ionice -c 3 /usr/bin/nice /usr/sbin/pbuilder --build --configfile /srv/reproducible-results/rbuild-debian/tmp.dQGzGlzR1E/pbuilderrc_jmTv --hookdir /etc/pbuilder/first-build-hooks --debbuildopts -b --basetgz /var/cache/pbuilder/bullseye-reproducible-base.tgz --buildresult /srv/reproducible-results/rbuild-debian/tmp.dQGzGlzR1E/b1 --logfile b1/build.log octave-linear-algebra_2.2.3-3.dsc' - SUDO_GID='117' - SUDO_UID='110' - SUDO_USER='jenkins' - TERM='unknown' - TZ='/usr/share/zoneinfo/Etc/GMT+12' - USER='root' - USERNAME='root' - _='/usr/bin/systemd-run' - http_proxy='http://192.168.101.16:3128' + PWD=/ + SHELL=/bin/bash + SHELLOPTS=braceexpand:errexit:hashall:interactive-comments:posix + SHLVL=3 + SUDO_COMMAND='/usr/bin/timeout -k 24.1h 24h /usr/bin/ionice -c 3 /usr/bin/nice -n 11 /usr/bin/unshare --uts -- /usr/sbin/pbuilder --build --configfile /srv/reproducible-results/rbuild-debian/tmp.dQGzGlzR1E/pbuilderrc_KF5h --hookdir /etc/pbuilder/rebuild-hooks --debbuildopts -b --basetgz /var/cache/pbuilder/bullseye-reproducible-base.tgz --buildresult /srv/reproducible-results/rbuild-debian/tmp.dQGzGlzR1E/b2 --logfile b2/build.log octave-linear-algebra_2.2.3-3.dsc' + SUDO_GID=117 + SUDO_UID=110 + SUDO_USER=jenkins + TERM=unknown + TZ=/usr/share/zoneinfo/Etc/GMT-14 + UID=0 + USER=root + USERNAME=root + _='I: set' + http_proxy=http://192.168.101.16:3128 I: uname -a - Linux codethink13-arm64 4.15.0-154-generic #161-Ubuntu SMP Fri Jul 30 13:01:15 UTC 2021 aarch64 GNU/Linux + Linux i-capture-the-hostname 4.15.0-154-generic #161-Ubuntu SMP Fri Jul 30 13:01:15 UTC 2021 aarch64 GNU/Linux I: ls -l /bin total 5252 - -rwxr-xr-x 1 root root 1282512 Aug 4 2021 bash - -rwxr-xr-x 3 root root 34808 Jul 20 2020 bunzip2 - -rwxr-xr-x 3 root root 34808 Jul 20 2020 bzcat - lrwxrwxrwx 1 root root 6 Jul 20 2020 bzcmp -> bzdiff - -rwxr-xr-x 1 root root 2225 Jul 20 2020 bzdiff - lrwxrwxrwx 1 root root 6 Jul 20 2020 bzegrep -> bzgrep - -rwxr-xr-x 1 root root 4877 Sep 4 2019 bzexe - lrwxrwxrwx 1 root root 6 Jul 20 2020 bzfgrep -> bzgrep - -rwxr-xr-x 1 root root 3775 Jul 20 2020 bzgrep - -rwxr-xr-x 3 root root 34808 Jul 20 2020 bzip2 - -rwxr-xr-x 1 root root 14264 Jul 20 2020 bzip2recover - lrwxrwxrwx 1 root root 6 Jul 20 2020 bzless -> bzmore - -rwxr-xr-x 1 root root 1297 Jul 20 2020 bzmore - -rwxr-xr-x 1 root root 39832 Sep 22 2020 cat - -rwxr-xr-x 1 root root 64512 Sep 22 2020 chgrp - -rwxr-xr-x 1 root root 60368 Sep 22 2020 chmod - -rwxr-xr-x 1 root root 64528 Sep 22 2020 chown - -rwxr-xr-x 1 root root 138896 Sep 22 2020 cp - -rwxr-xr-x 1 root root 129544 Dec 10 2020 dash - -rwxr-xr-x 1 root root 101384 Sep 22 2020 date - -rwxr-xr-x 1 root root 80984 Sep 22 2020 dd - -rwxr-xr-x 1 root root 89824 Sep 22 2020 df - -rwxr-xr-x 1 root root 143088 Sep 22 2020 dir - -rwxr-xr-x 1 root root 76152 Jul 28 2021 dmesg - lrwxrwxrwx 1 root root 8 Nov 6 2019 dnsdomainname -> hostname - lrwxrwxrwx 1 root root 8 Nov 6 2019 domainname -> hostname - -rwxr-xr-x 1 root root 35632 Sep 22 2020 echo - -rwxr-xr-x 1 root root 28 Nov 9 2020 egrep - -rwxr-xr-x 1 root root 31512 Sep 22 2020 false - -rwxr-xr-x 1 root root 28 Nov 9 2020 fgrep - -rwxr-xr-x 1 root root 64856 Jul 28 2021 findmnt - -rwsr-xr-x 1 root root 34824 Feb 26 2021 fusermount - -rwxr-xr-x 1 root root 178400 Nov 9 2020 grep - -rwxr-xr-x 2 root root 2346 Mar 2 2021 gunzip - -rwxr-xr-x 1 root root 6376 Mar 2 2021 gzexe - -rwxr-xr-x 1 root root 93744 Mar 2 2021 gzip - -rwxr-xr-x 1 root root 18440 Nov 6 2019 hostname - -rwxr-xr-x 1 root root 68720 Sep 22 2020 ln - -rwxr-xr-x 1 root root 52720 Feb 7 2020 login - -rwxr-xr-x 1 root root 143088 Sep 22 2020 ls - -rwxr-xr-x 1 root root 161960 Jul 28 2021 lsblk - -rwxr-xr-x 1 root root 85200 Sep 22 2020 mkdir - -rwxr-xr-x 1 root root 68744 Sep 22 2020 mknod - -rwxr-xr-x 1 root root 43976 Sep 22 2020 mktemp - -rwxr-xr-x 1 root root 51368 Jul 28 2021 more - -rwsr-xr-x 1 root root 51360 Jul 28 2021 mount - -rwxr-xr-x 1 root root 14496 Jul 28 2021 mountpoint - -rwxr-xr-x 1 root root 134808 Sep 22 2020 mv - lrwxrwxrwx 1 root root 8 Nov 6 2019 nisdomainname -> hostname - lrwxrwxrwx 1 root root 14 Apr 18 2021 pidof -> /sbin/killall5 - -rwxr-xr-x 1 root root 35720 Sep 22 2020 pwd - lrwxrwxrwx 1 root root 4 Aug 4 2021 rbash -> bash - -rwxr-xr-x 1 root root 43872 Sep 22 2020 readlink - -rwxr-xr-x 1 root root 68592 Sep 22 2020 rm - -rwxr-xr-x 1 root root 43880 Sep 22 2020 rmdir - -rwxr-xr-x 1 root root 19208 Sep 27 2020 run-parts - -rwxr-xr-x 1 root root 114016 Dec 22 2018 sed - lrwxrwxrwx 1 root root 4 Sep 17 03:48 sh -> dash - -rwxr-xr-x 1 root root 35656 Sep 22 2020 sleep - -rwxr-xr-x 1 root root 72640 Sep 22 2020 stty - -rwsr-xr-x 1 root root 67776 Jul 28 2021 su - -rwxr-xr-x 1 root root 35672 Sep 22 2020 sync - -rwxr-xr-x 1 root root 535768 Feb 16 2021 tar - -rwxr-xr-x 1 root root 10568 Sep 27 2020 tempfile - -rwxr-xr-x 1 root root 89120 Sep 22 2020 touch - -rwxr-xr-x 1 root root 31512 Sep 22 2020 true - -rwxr-xr-x 1 root root 14264 Feb 26 2021 ulockmgr_server - -rwsr-xr-x 1 root root 30880 Jul 28 2021 umount - -rwxr-xr-x 1 root root 35640 Sep 22 2020 uname - -rwxr-xr-x 2 root root 2346 Mar 2 2021 uncompress - -rwxr-xr-x 1 root root 143088 Sep 22 2020 vdir - -rwxr-xr-x 1 root root 59584 Jul 28 2021 wdctl - lrwxrwxrwx 1 root root 8 Nov 6 2019 ypdomainname -> hostname - -rwxr-xr-x 1 root root 1984 Mar 2 2021 zcat - -rwxr-xr-x 1 root root 1678 Mar 2 2021 zcmp - -rwxr-xr-x 1 root root 5880 Mar 2 2021 zdiff - -rwxr-xr-x 1 root root 29 Mar 2 2021 zegrep - -rwxr-xr-x 1 root root 29 Mar 2 2021 zfgrep - -rwxr-xr-x 1 root root 2081 Mar 2 2021 zforce - -rwxr-xr-x 1 root root 7585 Mar 2 2021 zgrep - -rwxr-xr-x 1 root root 2206 Mar 2 2021 zless - -rwxr-xr-x 1 root root 1842 Mar 2 2021 zmore - -rwxr-xr-x 1 root root 4553 Mar 2 2021 znew -I: user script /srv/workspace/pbuilder/3272/tmp/hooks/D02_print_environment finished + -rwxr-xr-x 1 root root 1282512 Aug 5 10:25 bash + -rwxr-xr-x 3 root root 34808 Jul 21 2020 bunzip2 + -rwxr-xr-x 3 root root 34808 Jul 21 2020 bzcat + lrwxrwxrwx 1 root root 6 Jul 21 2020 bzcmp -> bzdiff + -rwxr-xr-x 1 root root 2225 Jul 21 2020 bzdiff + lrwxrwxrwx 1 root root 6 Jul 21 2020 bzegrep -> bzgrep + -rwxr-xr-x 1 root root 4877 Sep 5 2019 bzexe + lrwxrwxrwx 1 root root 6 Jul 21 2020 bzfgrep -> bzgrep + -rwxr-xr-x 1 root root 3775 Jul 21 2020 bzgrep + -rwxr-xr-x 3 root root 34808 Jul 21 2020 bzip2 + -rwxr-xr-x 1 root root 14264 Jul 21 2020 bzip2recover + lrwxrwxrwx 1 root root 6 Jul 21 2020 bzless -> bzmore + -rwxr-xr-x 1 root root 1297 Jul 21 2020 bzmore + -rwxr-xr-x 1 root root 39832 Sep 23 2020 cat + -rwxr-xr-x 1 root root 64512 Sep 23 2020 chgrp + -rwxr-xr-x 1 root root 60368 Sep 23 2020 chmod + -rwxr-xr-x 1 root root 64528 Sep 23 2020 chown + -rwxr-xr-x 1 root root 138896 Sep 23 2020 cp + -rwxr-xr-x 1 root root 129544 Dec 11 2020 dash + -rwxr-xr-x 1 root root 101384 Sep 23 2020 date + -rwxr-xr-x 1 root root 80984 Sep 23 2020 dd + -rwxr-xr-x 1 root root 89824 Sep 23 2020 df + -rwxr-xr-x 1 root root 143088 Sep 23 2020 dir + -rwxr-xr-x 1 root root 76152 Jul 29 09:09 dmesg + lrwxrwxrwx 1 root root 8 Nov 8 2019 dnsdomainname -> hostname + lrwxrwxrwx 1 root root 8 Nov 8 2019 domainname -> hostname + -rwxr-xr-x 1 root root 35632 Sep 23 2020 echo + -rwxr-xr-x 1 root root 28 Nov 10 2020 egrep + -rwxr-xr-x 1 root root 31512 Sep 23 2020 false + -rwxr-xr-x 1 root root 28 Nov 10 2020 fgrep + -rwxr-xr-x 1 root root 64856 Jul 29 09:09 findmnt + -rwsr-xr-x 1 root root 34824 Feb 27 06:12 fusermount + -rwxr-xr-x 1 root root 178400 Nov 10 2020 grep + -rwxr-xr-x 2 root root 2346 Mar 3 13:30 gunzip + -rwxr-xr-x 1 root root 6376 Mar 3 13:30 gzexe + -rwxr-xr-x 1 root root 93744 Mar 3 13:30 gzip + -rwxr-xr-x 1 root root 18440 Nov 8 2019 hostname + -rwxr-xr-x 1 root root 68720 Sep 23 2020 ln + -rwxr-xr-x 1 root root 52720 Feb 8 2020 login + -rwxr-xr-x 1 root root 143088 Sep 23 2020 ls + -rwxr-xr-x 1 root root 161960 Jul 29 09:09 lsblk + -rwxr-xr-x 1 root root 85200 Sep 23 2020 mkdir + -rwxr-xr-x 1 root root 68744 Sep 23 2020 mknod + -rwxr-xr-x 1 root root 43976 Sep 23 2020 mktemp + -rwxr-xr-x 1 root root 51368 Jul 29 09:09 more + -rwsr-xr-x 1 root root 51360 Jul 29 09:09 mount + -rwxr-xr-x 1 root root 14496 Jul 29 09:09 mountpoint + -rwxr-xr-x 1 root root 134808 Sep 23 2020 mv + lrwxrwxrwx 1 root root 8 Nov 8 2019 nisdomainname -> hostname + lrwxrwxrwx 1 root root 14 Apr 19 05:38 pidof -> /sbin/killall5 + -rwxr-xr-x 1 root root 35720 Sep 23 2020 pwd + lrwxrwxrwx 1 root root 4 Aug 5 10:25 rbash -> bash + -rwxr-xr-x 1 root root 43872 Sep 23 2020 readlink + -rwxr-xr-x 1 root root 68592 Sep 23 2020 rm + -rwxr-xr-x 1 root root 43880 Sep 23 2020 rmdir + -rwxr-xr-x 1 root root 19208 Sep 28 2020 run-parts + -rwxr-xr-x 1 root root 114016 Dec 23 2018 sed + lrwxrwxrwx 1 root root 4 Aug 18 19:33 sh -> bash + lrwxrwxrwx 1 root root 4 Aug 16 23:27 sh.distrib -> dash + -rwxr-xr-x 1 root root 35656 Sep 23 2020 sleep + -rwxr-xr-x 1 root root 72640 Sep 23 2020 stty + -rwsr-xr-x 1 root root 67776 Jul 29 09:09 su + -rwxr-xr-x 1 root root 35672 Sep 23 2020 sync + -rwxr-xr-x 1 root root 535768 Feb 17 23:55 tar + -rwxr-xr-x 1 root root 10568 Sep 28 2020 tempfile + -rwxr-xr-x 1 root root 89120 Sep 23 2020 touch + -rwxr-xr-x 1 root root 31512 Sep 23 2020 true + -rwxr-xr-x 1 root root 14264 Feb 27 06:12 ulockmgr_server + -rwsr-xr-x 1 root root 30880 Jul 29 09:09 umount + -rwxr-xr-x 1 root root 35640 Sep 23 2020 uname + -rwxr-xr-x 2 root root 2346 Mar 3 13:30 uncompress + -rwxr-xr-x 1 root root 143088 Sep 23 2020 vdir + -rwxr-xr-x 1 root root 59584 Jul 29 09:09 wdctl + lrwxrwxrwx 1 root root 8 Nov 8 2019 ypdomainname -> hostname + -rwxr-xr-x 1 root root 1984 Mar 3 13:30 zcat + -rwxr-xr-x 1 root root 1678 Mar 3 13:30 zcmp + -rwxr-xr-x 1 root root 5880 Mar 3 13:30 zdiff + -rwxr-xr-x 1 root root 29 Mar 3 13:30 zegrep + -rwxr-xr-x 1 root root 29 Mar 3 13:30 zfgrep + -rwxr-xr-x 1 root root 2081 Mar 3 13:30 zforce + -rwxr-xr-x 1 root root 7585 Mar 3 13:30 zgrep + -rwxr-xr-x 1 root root 2206 Mar 3 13:30 zless + -rwxr-xr-x 1 root root 1842 Mar 3 13:30 zmore + -rwxr-xr-x 1 root root 4553 Mar 3 13:30 znew +I: user script /srv/workspace/pbuilder/22045/tmp/hooks/D02_print_environment finished -> Attempting to satisfy build-dependencies -> Creating pbuilder-satisfydepends-dummy package Package: pbuilder-satisfydepends-dummy @@ -634,7 +668,7 @@ Get: 440 http://deb.debian.org/debian bullseye/main arm64 gnuplot-nox arm64 5.4.1+dfsg1-1 [791 kB] Get: 441 http://deb.debian.org/debian bullseye/main arm64 dh-octave-autopkgtest all 1.0.3 [9376 B] Get: 442 http://deb.debian.org/debian bullseye/main arm64 dh-octave all 1.0.3 [21.9 kB] -Fetched 138 MB in 3s (39.7 MB/s) +Fetched 138 MB in 13s (10.5 MB/s) debconf: delaying package configuration, since apt-utils is not installed Selecting previously unselected package bsdextrautils. (Reading database ... (Reading database ... 5% (Reading database ... 10% (Reading database ... 15% (Reading database ... 20% (Reading database ... 25% (Reading database ... 30% (Reading database ... 35% (Reading database ... 40% (Reading database ... 45% (Reading database ... 50% (Reading database ... 55% (Reading database ... 60% (Reading database ... 65% (Reading database ... 70% (Reading database ... 75% (Reading database ... 80% (Reading database ... 85% (Reading database ... 90% (Reading database ... 95% (Reading database ... 100% (Reading database ... 19646 files and directories currently installed.) @@ -2449,7 +2483,8 @@ Building tag database... -> Finished parsing the build-deps I: Building the package -I: Running cd /build/octave-linear-algebra-2.2.3/ && env PATH="/usr/sbin:/usr/bin:/sbin:/bin:/usr/games" HOME="/nonexistent/first-build" dpkg-buildpackage -us -uc -b && env PATH="/usr/sbin:/usr/bin:/sbin:/bin:/usr/games" HOME="/nonexistent/first-build" dpkg-genchanges -S > ../octave-linear-algebra_2.2.3-3_source.changes +hostname: Temporary failure in name resolution +I: Running cd /build/octave-linear-algebra-2.2.3/ && env PATH="/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/i/capture/the/path" HOME="/nonexistent/second-build" dpkg-buildpackage -us -uc -b && env PATH="/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/i/capture/the/path" HOME="/nonexistent/second-build" dpkg-genchanges -S > ../octave-linear-algebra_2.2.3-3_source.changes dpkg-buildpackage: info: source package octave-linear-algebra dpkg-buildpackage: info: source version 2.2.3-3 dpkg-buildpackage: info: source distribution unstable @@ -2501,7 +2536,7 @@ circulant_make_matrix at line 43 column 5 __test__ at line 2 column 1 test at line 677 column 11 - /tmp/tmp.6Dc8Mfqh7P at line 14 column 31 + /tmp/tmp.92bozSzta7 at line 14 column 31 1 test, 1 passed, 0 known failure, 0 skipped [inst/circulant_make_matrix.m] @@ -2586,12 +2621,12 @@ [W,H,iter,HIS]=nmf_bpas(A,k,'verbose'); scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 0.9936 - SC2 = 496.79 - SC3 = 0.4790 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 1.3823 + SC2 = 691.15 + SC3 = 0.5188 W_density = 1 H_density = 1 par = @@ -2602,8 +2637,8 @@ n = 20 type = regularized nnls_solver = bp - alpha = 0.5048 - beta = 0.5048 + alpha = 0.4958 + beta = 0.4958 max_iter = 100 min_iter = 20 max_time = 1000 @@ -2615,438 +2650,438 @@ scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 0.032269 - SC2 = 0.031237 - SC3 = 2.0118 - W_density = 0.9500 - H_density = 0.7000 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 0.027849 + SC2 = 0.027459 + SC3 = 2.4602 + W_density = 0.9767 + H_density = 0.6750 iter = 1 - elapsed = 0.024864 - tTotal = 0.024864 - subIterW = 7 - subIterH = 25 - relError = 0.4318 + elapsed = 0.020082 + tTotal = 0.020082 + subIterW = 5 + subIterH = 27 + relError = 0.4336 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 0.019025 - SC2 = 0.017313 - SC3 = 1.0938 - W_density = 0.8967 - H_density = 0.5600 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 0.015025 + SC2 = 0.014574 + SC3 = 1.2695 + W_density = 0.9500 + H_density = 0.5100 iter = 2 - elapsed = 0.045378 - tTotal = 0.070242 - subIterW = 14 - subIterH = 25 - relError = 0.3389 + elapsed = 0.023105 + tTotal = 0.043187 + subIterW = 7 + subIterH = 28 + relError = 0.3355 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 0.010966 - SC2 = 9.9351e-03 - SC3 = 0.6568 - W_density = 0.8700 - H_density = 0.5800 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 9.6171e-03 + SC2 = 9.1170e-03 + SC3 = 0.8025 + W_density = 0.9200 + H_density = 0.6100 iter = 3 - elapsed = 0.031945 - tTotal = 0.1022 + elapsed = 0.020437 + tTotal = 0.063624 subIterW = 9 - subIterH = 13 - relError = 0.3049 + subIterH = 21 + relError = 0.2964 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 7.8019e-03 - SC2 = 6.9437e-03 - SC3 = 0.4708 - W_density = 0.8567 - H_density = 0.6350 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 6.6853e-03 + SC2 = 6.2039e-03 + SC3 = 0.5554 + W_density = 0.9000 + H_density = 0.6450 iter = 4 - elapsed = 0.024538 - tTotal = 0.1267 - subIterW = 4 - subIterH = 13 - relError = 0.2919 + elapsed = 0.017473 + tTotal = 0.081097 + subIterW = 7 + subIterH = 9 + relError = 0.2773 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 5.8780e-03 - SC2 = 5.1374e-03 - SC3 = 0.3569 - W_density = 0.8500 - H_density = 0.6500 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 4.8952e-03 + SC2 = 4.4742e-03 + SC3 = 0.4025 + W_density = 0.8833 + H_density = 0.6750 iter = 5 - elapsed = 0.024909 - tTotal = 0.1516 - subIterW = 4 - subIterH = 9 - relError = 0.2846 + elapsed = 0.017861 + tTotal = 0.098958 + subIterW = 5 + subIterH = 10 + relError = 0.2677 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 4.5830e-03 - SC2 = 3.9322e-03 - SC3 = 0.2818 - W_density = 0.8467 - H_density = 0.6650 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 3.8161e-03 + SC2 = 3.3734e-03 + SC3 = 0.3112 + W_density = 0.8567 + H_density = 0.7150 iter = 6 - elapsed = 0.030779 - tTotal = 0.1824 - subIterW = 5 - subIterH = 5 - relError = 0.2799 + elapsed = 0.016383 + tTotal = 0.1153 + subIterW = 7 + subIterH = 9 + relError = 0.2625 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 3.6368e-03 - SC2 = 3.0695e-03 - SC3 = 0.2197 - W_density = 0.8267 - H_density = 0.6750 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 3.0019e-03 + SC2 = 2.6056e-03 + SC3 = 0.2455 + W_density = 0.8467 + H_density = 0.7300 iter = 7 - elapsed = 0.025534 - tTotal = 0.2079 - subIterW = 6 - subIterH = 2 - relError = 0.2766 + elapsed = 0.015879 + tTotal = 0.1312 + subIterW = 3 + subIterH = 7 + relError = 0.2595 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 2.9461e-03 - SC2 = 2.4394e-03 - SC3 = 0.1770 - W_density = 0.8100 - H_density = 0.6900 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 2.4056e-03 + SC2 = 2.0592e-03 + SC3 = 0.1944 + W_density = 0.8333 + H_density = 0.7450 iter = 8 - elapsed = 0.028858 - tTotal = 0.2368 - subIterW = 5 - subIterH = 3 - relError = 0.2742 + elapsed = 0.015484 + tTotal = 0.1467 + subIterW = 4 + subIterH = 9 + relError = 0.2576 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 2.3899e-03 - SC2 = 1.9788e-03 - SC3 = 0.1425 - W_density = 0.8100 - H_density = 0.7150 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 1.9703e-03 + SC2 = 1.6472e-03 + SC3 = 0.1578 + W_density = 0.8167 + H_density = 0.7450 iter = 9 - elapsed = 0.023617 - tTotal = 0.2604 - subIterW = 4 - subIterH = 5 - relError = 0.2723 + elapsed = 0.014790 + tTotal = 0.1615 + subIterW = 5 + subIterH = 2 + relError = 0.2565 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 2.0130e-03 - SC2 = 1.6386e-03 - SC3 = 0.1184 - W_density = 0.7967 - H_density = 0.7250 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 1.6071e-03 + SC2 = 1.3307e-03 + SC3 = 0.1273 + W_density = 0.8100 + H_density = 0.7450 iter = 10 - elapsed = 0.024377 - tTotal = 0.2848 - subIterW = 4 - subIterH = 6 - relError = 0.2707 + elapsed = 0.014842 + tTotal = 0.1763 + subIterW = 2 + subIterH = 4 + relError = 0.2556 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 1.6919e-03 - SC2 = 1.3637e-03 - SC3 = 0.098368 - W_density = 0.7900 - H_density = 0.7150 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 1.3266e-03 + SC2 = 1.0931e-03 + SC3 = 0.1034 + W_density = 0.8100 + H_density = 0.7450 iter = 11 - elapsed = 0.027703 - tTotal = 0.3125 - subIterW = 6 + elapsed = 0.011626 + tTotal = 0.1880 + subIterW = 2 subIterH = 0 - relError = 0.2696 + relError = 0.2548 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 1.4194e-03 - SC2 = 1.1298e-03 - SC3 = 0.082332 - W_density = 0.7867 - H_density = 0.7300 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 1.1332e-03 + SC2 = 9.1561e-04 + SC3 = 0.087691 + W_density = 0.8067 + H_density = 0.7500 iter = 12 - elapsed = 0.024683 - tTotal = 0.3372 - subIterW = 5 - subIterH = 4 - relError = 0.2688 + elapsed = 0.014324 + tTotal = 0.2023 + subIterW = 0 + subIterH = 3 + relError = 0.2540 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 1.1927e-03 - SC2 = 9.4704e-04 - SC3 = 0.069403 - W_density = 0.7933 - H_density = 0.7500 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 9.8054e-04 + SC2 = 7.8247e-04 + SC3 = 0.044903 + W_density = 0.8067 + H_density = 0.7350 iter = 13 - elapsed = 0.023902 - tTotal = 0.3611 - subIterW = 5 - subIterH = 3 - relError = 0.2683 + elapsed = 0.011600 + tTotal = 0.2139 + subIterW = 0 + subIterH = 4 + relError = 0.2532 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 1.0127e-03 - SC2 = 7.9596e-04 - SC3 = 0.058038 - W_density = 0.7833 - H_density = 0.7600 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 8.5675e-04 + SC2 = 6.7683e-04 + SC3 = 0.064288 + W_density = 0.7933 + H_density = 0.7400 iter = 14 - elapsed = 0.023916 - tTotal = 0.3850 - subIterW = 3 - subIterH = 2 - relError = 0.2679 + elapsed = 0.015414 + tTotal = 0.2293 + subIterW = 6 + subIterH = 4 + relError = 0.2525 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 8.6947e-04 - SC2 = 6.7818e-04 - SC3 = 0.048996 - W_density = 0.7767 - H_density = 0.7700 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 7.5066e-04 + SC2 = 5.8702e-04 + SC3 = 0.055615 + W_density = 0.7833 + H_density = 0.7300 iter = 15 - elapsed = 0.024323 - tTotal = 0.4093 + elapsed = 0.014569 + tTotal = 0.2439 subIterW = 3 subIterH = 2 - relError = 0.2675 + relError = 0.2518 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 7.5660e-04 - SC2 = 5.9015e-04 - SC3 = 0.025329 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 6.5726e-04 + SC2 = 5.1135e-04 + SC3 = 0.047918 W_density = 0.7767 - H_density = 0.7650 + H_density = 0.7350 iter = 16 - elapsed = 0.017916 - tTotal = 0.4272 - subIterW = 0 + elapsed = 0.013975 + tTotal = 0.2578 + subIterW = 2 subIterH = 0 - relError = 0.2671 + relError = 0.2513 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 6.7391e-04 - SC2 = 5.2430e-04 - SC3 = 0.035937 - W_density = 0.7733 - H_density = 0.7600 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 5.8163e-04 + SC2 = 4.4785e-04 + SC3 = 0.041673 + W_density = 0.7667 + H_density = 0.7450 iter = 17 - elapsed = 0.021857 - tTotal = 0.4491 - subIterW = 0 - subIterH = 0 - relError = 0.2668 + elapsed = 0.014067 + tTotal = 0.2719 + subIterW = 3 + subIterH = 1 + relError = 0.2507 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 6.1015e-04 - SC2 = 4.7103e-04 - SC3 = 0.031494 - W_density = 0.7667 - H_density = 0.7650 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 5.1805e-04 + SC2 = 3.9579e-04 + SC3 = 0.036287 + W_density = 0.7567 + H_density = 0.7500 iter = 18 - elapsed = 0.023370 - tTotal = 0.4725 - subIterW = 4 + elapsed = 0.014168 + tTotal = 0.2861 + subIterW = 3 subIterH = 0 - relError = 0.2665 + relError = 0.2503 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 5.5880e-04 - SC2 = 4.2693e-04 - SC3 = 0.028756 - W_density = 0.7633 - H_density = 0.7550 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 4.6488e-04 + SC2 = 3.5331e-04 + SC3 = 0.031865 + W_density = 0.7500 + H_density = 0.7600 iter = 19 - elapsed = 0.023131 - tTotal = 0.4956 - subIterW = 0 + elapsed = 0.014853 + tTotal = 0.3009 + subIterW = 2 subIterH = 2 - relError = 0.2662 + relError = 0.2499 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 5.2223e-04 - SC2 = 3.9794e-04 - SC3 = 0.026040 - W_density = 0.7567 - H_density = 0.7600 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 4.1846e-04 + SC2 = 3.1803e-04 + SC3 = 0.027976 + W_density = 0.7467 + H_density = 0.7650 iter = 20 - elapsed = 0.021028 - tTotal = 0.5166 + elapsed = 0.013690 + tTotal = 0.3146 subIterW = 0 subIterH = 0 - relError = 0.2659 + relError = 0.2495 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 4.8520e-04 - SC2 = 3.6778e-04 - SC3 = 0.024235 - W_density = 0.7533 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 3.7205e-04 + SC2 = 2.8276e-04 + SC3 = 0.024944 + W_density = 0.7500 H_density = 0.7550 iter = 21 - elapsed = 0.023308 - tTotal = 0.5399 + elapsed = 0.014278 + tTotal = 0.3289 subIterW = 0 - subIterH = 3 - relError = 0.2657 + subIterH = 2 + relError = 0.2491 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 4.5484e-04 - SC2 = 3.4477e-04 - SC3 = 0.022717 - W_density = 0.7567 - H_density = 0.7550 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 3.3081e-04 + SC2 = 2.5208e-04 + SC3 = 0.022255 + W_density = 0.7533 + H_density = 0.7600 iter = 22 - elapsed = 0.022614 - tTotal = 0.5625 - subIterW = 0 - subIterH = 2 - relError = 0.2655 + elapsed = 0.014813 + tTotal = 0.3437 + subIterW = 3 + subIterH = 0 + relError = 0.2489 toshow = scalar structure containing the fields: - initGrNormW = 292.15 - initGrNormH = 401.81 - initNorm = 14.307 - SC1 = 4.2930e-04 - SC2 = 3.2712e-04 - SC3 = 0.021178 - W_density = 0.7600 - H_density = 0.7550 + initGrNormW = 449.45 + initGrNormH = 525.06 + initNorm = 13.934 + SC1 = 2.9933e-04 + SC2 = 2.2749e-04 + SC3 = 0.020077 + W_density = 0.7500 + H_density = 0.7650 iter = 23 - elapsed = 0.017418 - tTotal = 0.5800 + elapsed = 0.013933 + tTotal = 0.3576 subIterW = 0 subIterH = 0 - relError = 0.2653 + relError = 0.2487 Stop: tolerance reached. final = @@ -3054,21 +3089,21 @@ scalar structure containing the fields: iterations = 23 - elapsed_total = 0.5800 - relative_error = 0.2653 - W_density = 0.7600 - H_density = 0.7550 + elapsed_total = 0.3576 + relative_error = 0.2487 + W_density = 0.7500 + H_density = 0.7650 ***** test [W,H,iter,HIS]=nmf_bpas(A,k,'verbose','nnlssolver','as'); scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 1.0774 - SC2 = 538.69 - SC3 = 0.4852 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 1.2307 + SC2 = 615.34 + SC3 = 0.5078 W_density = 1 H_density = 1 par = @@ -3079,8 +3114,8 @@ n = 20 type = regularized nnls_solver = as - alpha = 0.5048 - beta = 0.5048 + alpha = 0.4958 + beta = 0.4958 max_iter = 100 min_iter = 20 max_time = 1000 @@ -3092,438 +3127,438 @@ scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 0.029860 - SC2 = 0.029263 - SC3 = 1.2292 - W_density = 0.9700 - H_density = 0.7200 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 0.028291 + SC2 = 0.027782 + SC3 = 1.2315 + W_density = 0.9733 + H_density = 0.6300 iter = 1 - elapsed = 0.021138 - tTotal = 0.021138 - subIterW = 8 - subIterH = 28 - relError = 0.4388 + elapsed = 0.015032 + tTotal = 0.015032 + subIterW = 5 + subIterH = 38 + relError = 0.4248 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 0.017522 - SC2 = 0.016190 - SC3 = 0.6726 - W_density = 0.9000 - H_density = 0.5350 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 0.015557 + SC2 = 0.014655 + SC3 = 0.6332 + W_density = 0.9333 + H_density = 0.5300 iter = 2 - elapsed = 0.026880 - tTotal = 0.048018 - subIterW = 14 + elapsed = 0.016768 + tTotal = 0.031800 + subIterW = 11 subIterH = 40 - relError = 0.3480 + relError = 0.3368 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 0.011562 - SC2 = 0.010359 - SC3 = 0.4399 - W_density = 0.8767 - H_density = 0.5750 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 9.5212e-03 + SC2 = 8.7976e-03 + SC3 = 0.4043 + W_density = 0.8967 + H_density = 0.5650 iter = 3 - elapsed = 0.031914 - tTotal = 0.079932 - subIterW = 20 - subIterH = 38 - relError = 0.3149 + elapsed = 0.017005 + tTotal = 0.048805 + subIterW = 17 + subIterH = 39 + relError = 0.3051 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 8.2472e-03 - SC2 = 7.2245e-03 - SC3 = 0.3158 - W_density = 0.8567 - H_density = 0.6250 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 6.8697e-03 + SC2 = 6.1552e-03 + SC3 = 0.2877 + W_density = 0.8767 + H_density = 0.6050 iter = 4 - elapsed = 0.030587 - tTotal = 0.1105 - subIterW = 19 - subIterH = 38 - relError = 0.2978 + elapsed = 0.019022 + tTotal = 0.067827 + subIterW = 21 + subIterH = 34 + relError = 0.2908 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 6.1208e-03 - SC2 = 5.2762e-03 - SC3 = 0.2342 - W_density = 0.8500 - H_density = 0.6550 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 5.2387e-03 + SC2 = 4.5472e-03 + SC3 = 0.2293 + W_density = 0.8567 + H_density = 0.6500 iter = 5 - elapsed = 0.028902 - tTotal = 0.1394 - subIterW = 21 - subIterH = 31 - relError = 0.2882 + elapsed = 0.018542 + tTotal = 0.086369 + subIterW = 24 + subIterH = 26 + relError = 0.2823 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 4.6924e-03 - SC2 = 3.9698e-03 - SC3 = 0.1785 - W_density = 0.8333 - H_density = 0.6700 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 4.0618e-03 + SC2 = 3.4687e-03 + SC3 = 0.1651 + W_density = 0.8433 + H_density = 0.6600 iter = 6 - elapsed = 0.031120 - tTotal = 0.1705 - subIterW = 24 - subIterH = 34 - relError = 0.2828 + elapsed = 0.019576 + tTotal = 0.1059 + subIterW = 25 + subIterH = 33 + relError = 0.2766 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 3.6364e-03 - SC2 = 3.0619e-03 - SC3 = 0.1454 - W_density = 0.8333 - H_density = 0.6900 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 3.2493e-03 + SC2 = 2.7229e-03 + SC3 = 0.1333 + W_density = 0.8300 + H_density = 0.6750 iter = 7 - elapsed = 0.027143 - tTotal = 0.1977 - subIterW = 24 - subIterH = 28 - relError = 0.2793 + elapsed = 0.020123 + tTotal = 0.1261 + subIterW = 27 + subIterH = 34 + relError = 0.2723 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 2.8967e-03 - SC2 = 2.4042e-03 - SC3 = 0.1141 - W_density = 0.8233 - H_density = 0.7000 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 2.6302e-03 + SC2 = 2.1620e-03 + SC3 = 0.1057 + W_density = 0.8200 + H_density = 0.7100 iter = 8 - elapsed = 0.027165 - tTotal = 0.2248 - subIterW = 25 + elapsed = 0.018696 + tTotal = 0.1448 + subIterW = 28 subIterH = 28 - relError = 0.2770 + relError = 0.2691 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 2.3108e-03 - SC2 = 1.9087e-03 - SC3 = 0.086859 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 2.1788e-03 + SC2 = 1.7605e-03 + SC3 = 0.096533 W_density = 0.8133 - H_density = 0.7150 + H_density = 0.7300 iter = 9 - elapsed = 0.028954 - tTotal = 0.2538 - subIterW = 26 + elapsed = 0.017362 + tTotal = 0.1621 + subIterW = 30 subIterH = 28 - relError = 0.2753 + relError = 0.2662 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 1.8678e-03 - SC2 = 1.5316e-03 - SC3 = 0.078359 - W_density = 0.8067 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 1.7988e-03 + SC2 = 1.4498e-03 + SC3 = 0.067316 + W_density = 0.8033 H_density = 0.7300 iter = 10 - elapsed = 0.027583 - tTotal = 0.2814 - subIterW = 28 - subIterH = 31 - relError = 0.2741 + elapsed = 0.020097 + tTotal = 0.1822 + subIterW = 31 + subIterH = 29 + relError = 0.2634 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 1.5377e-03 - SC2 = 1.2425e-03 - SC3 = 0.062852 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 1.5135e-03 + SC2 = 1.2138e-03 + SC3 = 0.058871 W_density = 0.7967 - H_density = 0.7400 + H_density = 0.7250 iter = 11 - elapsed = 0.028351 - tTotal = 0.3097 - subIterW = 29 + elapsed = 0.020019 + tTotal = 0.2022 + subIterW = 34 subIterH = 29 - relError = 0.2732 + relError = 0.2605 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 1.2746e-03 - SC2 = 1.0197e-03 - SC3 = 0.047714 - W_density = 0.7900 - H_density = 0.7400 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 1.2995e-03 + SC2 = 1.0110e-03 + SC3 = 0.049034 + W_density = 0.7767 + H_density = 0.7250 iter = 12 - elapsed = 0.028035 - tTotal = 0.3378 - subIterW = 30 - subIterH = 28 - relError = 0.2724 + elapsed = 0.019477 + tTotal = 0.2217 + subIterW = 35 + subIterH = 26 + relError = 0.2580 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 1.0625e-03 - SC2 = 8.4578e-04 - SC3 = 0.039216 - W_density = 0.7900 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 1.0876e-03 + SC2 = 8.3526e-04 + SC3 = 0.040996 + W_density = 0.7567 H_density = 0.7450 iter = 13 - elapsed = 0.028000 - tTotal = 0.3658 - subIterW = 29 - subIterH = 26 - relError = 0.2719 + elapsed = 0.018298 + tTotal = 0.2400 + subIterW = 39 + subIterH = 25 + relError = 0.2562 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 9.1238e-04 - SC2 = 7.0983e-04 - SC3 = 0.034112 - W_density = 0.7700 - H_density = 0.7500 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 9.0799e-04 + SC2 = 6.9915e-04 + SC3 = 0.034174 + W_density = 0.7600 + H_density = 0.7350 iter = 14 - elapsed = 0.028880 - tTotal = 0.3947 - subIterW = 34 - subIterH = 27 - relError = 0.2714 + elapsed = 0.018411 + tTotal = 0.2584 + subIterW = 36 + subIterH = 28 + relError = 0.2546 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 7.7155e-04 - SC2 = 5.9718e-04 - SC3 = 0.027560 - W_density = 0.7667 - H_density = 0.7450 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 7.6874e-04 + SC2 = 5.8886e-04 + SC3 = 0.028464 + W_density = 0.7567 + H_density = 0.7300 iter = 15 - elapsed = 0.029501 - tTotal = 0.4242 - subIterW = 34 - subIterH = 28 - relError = 0.2711 + elapsed = 0.020212 + tTotal = 0.2786 + subIterW = 37 + subIterH = 27 + relError = 0.2534 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 6.5560e-04 - SC2 = 5.0612e-04 - SC3 = 0.024652 - W_density = 0.7667 - H_density = 0.7450 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 6.6223e-04 + SC2 = 5.0197e-04 + SC3 = 0.024635 + W_density = 0.7567 + H_density = 0.7300 iter = 16 - elapsed = 0.027518 - tTotal = 0.4517 - subIterW = 32 - subIterH = 22 - relError = 0.2708 + elapsed = 0.019914 + tTotal = 0.2986 + subIterW = 35 + subIterH = 27 + relError = 0.2526 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 5.6783e-04 - SC2 = 4.3723e-04 - SC3 = 0.019624 - W_density = 0.7667 - H_density = 0.7400 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 5.6592e-04 + SC2 = 4.3010e-04 + SC3 = 0.020833 + W_density = 0.7600 + H_density = 0.7350 iter = 17 - elapsed = 0.025402 - tTotal = 0.4771 - subIterW = 33 - subIterH = 24 - relError = 0.2704 + elapsed = 0.018060 + tTotal = 0.3166 + subIterW = 35 + subIterH = 26 + relError = 0.2521 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 5.0238e-04 - SC2 = 3.8382e-04 - SC3 = 0.017402 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 4.9552e-04 + SC2 = 3.7362e-04 + SC3 = 0.017969 W_density = 0.7567 H_density = 0.7400 iter = 18 - elapsed = 0.030854 - tTotal = 0.5079 - subIterW = 35 - subIterH = 26 - relError = 0.2701 + elapsed = 0.017142 + tTotal = 0.3338 + subIterW = 33 + subIterH = 25 + relError = 0.2518 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 4.3430e-04 - SC2 = 3.3006e-04 - SC3 = 0.014127 - W_density = 0.7500 - H_density = 0.7500 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 4.2894e-04 + SC2 = 3.1999e-04 + SC3 = 0.015707 + W_density = 0.7467 + H_density = 0.7400 iter = 19 - elapsed = 0.028110 - tTotal = 0.5360 - subIterW = 37 - subIterH = 25 - relError = 0.2699 + elapsed = 0.018521 + tTotal = 0.3523 + subIterW = 34 + subIterH = 22 + relError = 0.2515 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 3.7925e-04 - SC2 = 2.8747e-04 - SC3 = 0.012490 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 3.6511e-04 + SC2 = 2.7237e-04 + SC3 = 0.012470 W_density = 0.7467 - H_density = 0.7650 + H_density = 0.7400 iter = 20 - elapsed = 0.028494 - tTotal = 0.5645 - subIterW = 37 - subIterH = 25 - relError = 0.2698 + elapsed = 0.018462 + tTotal = 0.3707 + subIterW = 33 + subIterH = 23 + relError = 0.2514 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 3.3874e-04 - SC2 = 2.5541e-04 - SC3 = 0.011175 - W_density = 0.7400 - H_density = 0.7700 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 3.1347e-04 + SC2 = 2.3385e-04 + SC3 = 0.011625 + W_density = 0.7467 + H_density = 0.7350 iter = 21 - elapsed = 0.026444 - tTotal = 0.5910 - subIterW = 38 - subIterH = 26 - relError = 0.2696 + elapsed = 0.019077 + tTotal = 0.3898 + subIterW = 33 + subIterH = 23 + relError = 0.2513 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 3.0027e-04 - SC2 = 2.2520e-04 - SC3 = 9.1932e-03 - W_density = 0.7400 - H_density = 0.7650 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 2.7383e-04 + SC2 = 2.0483e-04 + SC3 = 9.4527e-03 + W_density = 0.7467 + H_density = 0.7400 iter = 22 - elapsed = 0.026333 - tTotal = 0.6173 - subIterW = 38 + elapsed = 0.020398 + tTotal = 0.4102 + subIterW = 35 subIterH = 26 - relError = 0.2695 + relError = 0.2512 toshow = scalar structure containing the fields: - initGrNormW = 347.52 - initGrNormH = 411.60 - initNorm = 14.307 - SC1 = 2.7142e-04 - SC2 = 2.0357e-04 - SC3 = 8.3956e-03 - W_density = 0.7400 - H_density = 0.7650 + initGrNormW = 389.00 + initGrNormH = 476.78 + initNorm = 13.934 + SC1 = 2.4385e-04 + SC2 = 1.8142e-04 + SC3 = 8.2315e-03 + W_density = 0.7433 + H_density = 0.7400 iter = 23 - elapsed = 0.025276 - tTotal = 0.6426 - subIterW = 35 - subIterH = 25 - relError = 0.2695 + elapsed = 0.020489 + tTotal = 0.4307 + subIterW = 36 + subIterH = 27 + relError = 0.2511 Stop: tolerance reached. final = @@ -3531,21 +3566,21 @@ scalar structure containing the fields: iterations = 23 - elapsed_total = 0.6426 - relative_error = 0.2695 - W_density = 0.7400 - H_density = 0.7650 + elapsed_total = 0.4307 + relative_error = 0.2511 + W_density = 0.7433 + H_density = 0.7400 ***** test [W,H,iter,HIS]=nmf_bpas(A,k,'verbose','type','sparse'); scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 1.2497 - SC2 = 624.85 - SC3 = 0.5033 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.1483 + SC2 = 574.16 + SC3 = 0.4903 W_density = 1 H_density = 1 par = @@ -3556,8 +3591,8 @@ n = 20 type = sparse nnls_solver = bp - alpha = 0.5048 - beta = 0.5048 + alpha = 0.4958 + beta = 0.4958 max_iter = 100 min_iter = 20 max_time = 1000 @@ -3569,688 +3604,669 @@ scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 0.021816 - SC2 = 0.019373 - SC3 = 1.5973 - W_density = 0.9433 - H_density = 0.5550 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 0.023015 + SC2 = 0.022048 + SC3 = 1.6273 + W_density = 0.9700 + H_density = 0.5750 iter = 1 - elapsed = 0.036952 - tTotal = 0.036952 - subIterW = 7 - subIterH = 40 - relError = 0.4327 + elapsed = 0.022930 + tTotal = 0.022930 + subIterW = 5 + subIterH = 38 + relError = 0.4229 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 0.010368 - SC2 = 8.3771e-03 - SC3 = 0.7424 - W_density = 0.9067 - H_density = 0.3900 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 0.011768 + SC2 = 9.8383e-03 + SC3 = 0.8343 + W_density = 0.9367 + H_density = 0.3400 iter = 2 - elapsed = 0.036868 - tTotal = 0.073820 - subIterW = 10 - subIterH = 25 - relError = 0.3648 + elapsed = 0.023157 + tTotal = 0.046087 + subIterW = 8 + subIterH = 29 + relError = 0.3506 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 6.5779e-03 - SC2 = 4.6308e-03 - SC3 = 0.4641 - W_density = 0.8267 - H_density = 0.3500 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 6.9909e-03 + SC2 = 5.3271e-03 + SC3 = 0.4996 + W_density = 0.9133 + H_density = 0.3300 iter = 3 - elapsed = 0.028165 - tTotal = 0.1020 - subIterW = 6 - subIterH = 15 - relError = 0.3486 + elapsed = 0.017461 + tTotal = 0.063548 + subIterW = 8 + subIterH = 11 + relError = 0.3270 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 4.4397e-03 - SC2 = 2.8236e-03 - SC3 = 0.3001 - W_density = 0.7700 - H_density = 0.3300 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 4.2759e-03 + SC2 = 3.0787e-03 + SC3 = 0.3256 + W_density = 0.9100 + H_density = 0.3100 iter = 4 - elapsed = 0.019571 - tTotal = 0.1216 - subIterW = 0 - subIterH = 5 - relError = 0.3407 + elapsed = 0.013832 + tTotal = 0.077380 + subIterW = 4 + subIterH = 8 + relError = 0.3139 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 3.4216e-03 - SC2 = 2.1146e-03 - SC3 = 0.2197 - W_density = 0.7633 - H_density = 0.3250 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 2.6904e-03 + SC2 = 1.8617e-03 + SC3 = 0.2089 + W_density = 0.9067 + H_density = 0.2900 iter = 5 - elapsed = 0.019456 - tTotal = 0.1410 - subIterW = 2 - subIterH = 3 - relError = 0.3342 + elapsed = 0.017989 + tTotal = 0.095369 + subIterW = 4 + subIterH = 9 + relError = 0.3069 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 2.8890e-03 - SC2 = 1.7507e-03 - SC3 = 0.1824 - W_density = 0.7667 - H_density = 0.3000 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.9780e-03 + SC2 = 1.3134e-03 + SC3 = 0.1472 + W_density = 0.8900 + H_density = 0.2750 iter = 6 - elapsed = 0.028534 - tTotal = 0.1695 - subIterW = 2 - subIterH = 11 - relError = 0.3292 + elapsed = 0.014051 + tTotal = 0.1094 + subIterW = 6 + subIterH = 4 + relError = 0.3045 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 2.3289e-03 - SC2 = 1.3787e-03 - SC3 = 0.049910 - W_density = 0.7667 - H_density = 0.2900 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.5794e-03 + SC2 = 1.0519e-03 + SC3 = 0.1049 + W_density = 0.8933 + H_density = 0.2750 iter = 7 - elapsed = 0.021226 - tTotal = 0.1908 - subIterW = 0 - subIterH = 5 - relError = 0.3254 + elapsed = 0.014016 + tTotal = 0.1234 + subIterW = 3 + subIterH = 4 + relError = 0.3036 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 1.9596e-03 - SC2 = 1.1680e-03 - SC3 = 0.1251 - W_density = 0.7767 - H_density = 0.2800 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.5559e-03 + SC2 = 1.0145e-03 + SC3 = 0.1057 + W_density = 0.8833 + H_density = 0.2750 iter = 8 - elapsed = 0.023743 - tTotal = 0.2145 - subIterW = 1 + elapsed = 0.013157 + tTotal = 0.1366 + subIterW = 3 subIterH = 4 - relError = 0.3231 + relError = 0.3032 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 1.7102e-03 - SC2 = 1.0022e-03 - SC3 = 0.1079 - W_density = 0.7733 - H_density = 0.2850 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.6976e-03 + SC2 = 1.1001e-03 + SC3 = 0.1214 + W_density = 0.8800 + H_density = 0.2650 iter = 9 - elapsed = 0.019089 - tTotal = 0.2336 - subIterW = 0 - subIterH = 6 - relError = 0.3221 + elapsed = 0.015964 + tTotal = 0.1526 + subIterW = 3 + subIterH = 3 + relError = 0.3037 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 1.0940e-03 - SC2 = 6.3449e-04 - SC3 = 0.076715 - W_density = 0.7667 - H_density = 0.2850 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 2.2448e-03 + SC2 = 1.4411e-03 + SC3 = 0.1633 + W_density = 0.8800 + H_density = 0.2600 iter = 10 - elapsed = 0.019186 - tTotal = 0.2528 + elapsed = 0.013492 + tTotal = 0.1660 subIterW = 2 - subIterH = 2 - relError = 0.3218 + subIterH = 5 + relError = 0.3052 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 8.0273e-04 - SC2 = 4.6237e-04 - SC3 = 0.018612 - W_density = 0.7667 - H_density = 0.2700 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 3.1544e-03 + SC2 = 2.0251e-03 + SC3 = 0.1779 + W_density = 0.8800 + H_density = 0.2600 iter = 11 - elapsed = 0.013900 - tTotal = 0.2667 - subIterW = 0 - subIterH = 4 - relError = 0.3218 + elapsed = 0.013155 + tTotal = 0.1792 + subIterW = 2 + subIterH = 2 + relError = 0.3080 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 6.8991e-04 - SC2 = 3.9877e-04 - SC3 = 0.049441 - W_density = 0.7667 - H_density = 0.2750 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 2.7624e-03 + SC2 = 1.6243e-03 + SC3 = 0.1658 + W_density = 0.8133 + H_density = 0.2250 iter = 12 - elapsed = 0.017977 - tTotal = 0.2847 - subIterW = 2 - subIterH = 0 - relError = 0.3219 + elapsed = 0.018332 + tTotal = 0.1975 + subIterW = 3 + subIterH = 9 + relError = 0.3087 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 6.7147e-04 - SC2 = 3.8542e-04 - SC3 = 0.048927 - W_density = 0.7633 - H_density = 0.2750 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 2.3161e-03 + SC2 = 1.3387e-03 + SC3 = 0.1455 + W_density = 0.8033 + H_density = 0.2300 iter = 13 - elapsed = 0.018573 - tTotal = 0.3032 - subIterW = 0 - subIterH = 2 - relError = 0.3221 + elapsed = 0.015562 + tTotal = 0.2131 + subIterW = 5 + subIterH = 3 + relError = 0.3095 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 6.9268e-04 - SC2 = 3.9760e-04 - SC3 = 0.015013 - W_density = 0.7633 - H_density = 0.2800 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.9766e-03 + SC2 = 1.1148e-03 + SC3 = 0.1352 + W_density = 0.7900 + H_density = 0.2200 iter = 14 - elapsed = 0.012477 - tTotal = 0.3157 - subIterW = 0 - subIterH = 0 - relError = 0.3222 + elapsed = 0.012588 + tTotal = 0.2257 + subIterW = 4 + subIterH = 2 + relError = 0.3109 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 7.2865e-04 - SC2 = 4.1387e-04 - SC3 = 0.050689 - W_density = 0.7567 - H_density = 0.2750 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.6943e-03 + SC2 = 9.4542e-04 + SC3 = 0.1204 + W_density = 0.7800 + H_density = 0.2200 iter = 15 - elapsed = 0.018436 - tTotal = 0.3342 - subIterW = 2 + elapsed = 9.6490e-03 + tTotal = 0.2353 + subIterW = 3 subIterH = 0 - relError = 0.3224 + relError = 0.3125 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 7.6755e-04 - SC2 = 4.3443e-04 - SC3 = 0.054627 - W_density = 0.7600 - H_density = 0.2750 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.5305e-03 + SC2 = 8.5096e-04 + SC3 = 0.1083 + W_density = 0.7733 + H_density = 0.2250 iter = 16 - elapsed = 0.017971 - tTotal = 0.3521 - subIterW = 0 - subIterH = 4 - relError = 0.3227 + elapsed = 0.012451 + tTotal = 0.2478 + subIterW = 2 + subIterH = 0 + relError = 0.3143 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 8.3595e-04 - SC2 = 4.7315e-04 - SC3 = 0.017008 - W_density = 0.7600 - H_density = 0.2750 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.5393e-03 + SC2 = 8.4660e-04 + SC3 = 0.1018 + W_density = 0.7633 + H_density = 0.2300 iter = 17 - elapsed = 8.9460e-03 - tTotal = 0.3611 - subIterW = 0 + elapsed = 0.012500 + tTotal = 0.2603 + subIterW = 3 subIterH = 0 - relError = 0.3230 + relError = 0.3161 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 9.1892e-04 - SC2 = 5.2195e-04 - SC3 = 0.060747 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.3755e-03 + SC2 = 7.5378e-04 + SC3 = 0.094159 W_density = 0.7633 - H_density = 0.2700 + H_density = 0.2250 iter = 18 - elapsed = 0.016734 - tTotal = 0.3778 - subIterW = 0 + elapsed = 0.012331 + tTotal = 0.2726 + subIterW = 2 subIterH = 0 - relError = 0.3235 + relError = 0.3179 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 9.2731e-04 - SC2 = 5.2671e-04 - SC3 = 0.019509 - W_density = 0.7633 - H_density = 0.2600 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.2874e-03 + SC2 = 7.0035e-04 + SC3 = 0.089046 + W_density = 0.7567 + H_density = 0.2200 iter = 19 - elapsed = 0.013482 - tTotal = 0.3913 - subIterW = 0 - subIterH = 2 - relError = 0.3240 + elapsed = 0.012140 + tTotal = 0.2848 + subIterW = 2 + subIterH = 0 + relError = 0.3195 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 1.0087e-03 - SC2 = 5.7496e-04 - SC3 = 0.018097 - W_density = 0.7633 - H_density = 0.2600 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.2843e-03 + SC2 = 6.9097e-04 + SC3 = 0.087783 + W_density = 0.7500 + H_density = 0.2200 iter = 20 - elapsed = 0.013504 - tTotal = 0.4048 - subIterW = 0 + elapsed = 0.012832 + tTotal = 0.2976 + subIterW = 2 subIterH = 2 - relError = 0.3247 + relError = 0.3211 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 1.0982e-03 - SC2 = 6.2156e-04 - SC3 = 0.073981 - W_density = 0.7633 - H_density = 0.2600 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.2726e-03 + SC2 = 6.7191e-04 + SC3 = 0.089679 + W_density = 0.7400 + H_density = 0.2100 iter = 21 - elapsed = 0.019094 - tTotal = 0.4239 + elapsed = 0.013174 + tTotal = 0.3108 subIterW = 3 subIterH = 2 - relError = 0.3255 + relError = 0.3223 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 1.2163e-03 - SC2 = 6.8110e-04 - SC3 = 0.082588 - W_density = 0.7600 - H_density = 0.2600 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.2880e-03 + SC2 = 6.7747e-04 + SC3 = 0.023642 + W_density = 0.7400 + H_density = 0.2050 iter = 22 - elapsed = 0.018707 - tTotal = 0.4426 + elapsed = 9.5570e-03 + tTotal = 0.3203 subIterW = 0 - subIterH = 4 - relError = 0.3264 + subIterH = 0 + relError = 0.3233 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 1.3214e-03 - SC2 = 7.1883e-04 - SC3 = 0.092672 - W_density = 0.7433 - H_density = 0.2450 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.3036e-03 + SC2 = 6.8308e-04 + SC3 = 0.091226 + W_density = 0.7400 + H_density = 0.2000 iter = 23 - elapsed = 0.020586 - tTotal = 0.4632 - subIterW = 4 - subIterH = 3 - relError = 0.3273 + elapsed = 0.012831 + tTotal = 0.3332 + subIterW = 2 + subIterH = 0 + relError = 0.3243 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 1.3043e-03 - SC2 = 7.0169e-04 - SC3 = 0.026479 - W_density = 0.7433 - H_density = 0.2300 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.3274e-03 + SC2 = 6.9027e-04 + SC3 = 0.090164 + W_density = 0.7333 + H_density = 0.2000 iter = 24 - elapsed = 0.014350 - tTotal = 0.4775 - subIterW = 0 - subIterH = 3 - relError = 0.3282 + elapsed = 0.010181 + tTotal = 0.3433 + subIterW = 2 + subIterH = 0 + relError = 0.3252 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 1.3069e-03 - SC2 = 7.0310e-04 - SC3 = 0.098348 - W_density = 0.7400 - H_density = 0.2300 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.3674e-03 + SC2 = 7.0559e-04 + SC3 = 0.090438 + W_density = 0.7267 + H_density = 0.2000 iter = 25 - elapsed = 0.014133 - tTotal = 0.4917 - subIterW = 0 + elapsed = 0.010156 + tTotal = 0.3535 + subIterW = 2 subIterH = 0 - relError = 0.3291 + relError = 0.3259 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 1.3112e-03 - SC2 = 7.0804e-04 - SC3 = 0.026124 - W_density = 0.7400 - H_density = 0.2300 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.3842e-03 + SC2 = 7.0873e-04 + SC3 = 0.089305 + W_density = 0.7200 + H_density = 0.2000 iter = 26 - elapsed = 9.8150e-03 - tTotal = 0.5015 - subIterW = 0 + elapsed = 0.010463 + tTotal = 0.3640 + subIterW = 4 subIterH = 0 - relError = 0.3302 + relError = 0.3266 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 1.3227e-03 - SC2 = 7.0898e-04 - SC3 = 0.098634 - W_density = 0.7300 - H_density = 0.2350 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.3267e-03 + SC2 = 6.7396e-04 + SC3 = 0.084249 + W_density = 0.7133 + H_density = 0.2000 iter = 27 - elapsed = 0.018018 - tTotal = 0.5195 - subIterW = 3 + elapsed = 0.010540 + tTotal = 0.3745 + subIterW = 4 subIterH = 0 - relError = 0.3313 + relError = 0.3274 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 1.3345e-03 - SC2 = 7.0729e-04 - SC3 = 0.098771 - W_density = 0.7233 - H_density = 0.2300 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.2783e-03 + SC2 = 6.3916e-04 + SC3 = 0.079512 + W_density = 0.7000 + H_density = 0.2000 iter = 28 - elapsed = 0.019637 - tTotal = 0.5391 - subIterW = 2 - subIterH = 3 - relError = 0.3324 + elapsed = 0.010565 + tTotal = 0.3851 + subIterW = 4 + subIterH = 0 + relError = 0.3280 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 1.2947e-03 - SC2 = 6.7066e-04 - SC3 = 0.094738 - W_density = 0.7067 - H_density = 0.2250 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.2155e-03 + SC2 = 6.0774e-04 + SC3 = 0.023269 + W_density = 0.7000 + H_density = 0.2000 iter = 29 - elapsed = 0.019571 - tTotal = 0.5587 - subIterW = 4 + elapsed = 7.4440e-03 + tTotal = 0.3925 + subIterW = 0 subIterH = 0 - relError = 0.3334 + relError = 0.3287 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 1.1895e-03 - SC2 = 6.1614e-04 - SC3 = 0.024560 - W_density = 0.7067 - H_density = 0.2250 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.1658e-03 + SC2 = 5.8288e-04 + SC3 = 0.019081 + W_density = 0.7000 + H_density = 0.2000 iter = 30 - elapsed = 9.8170e-03 - tTotal = 0.5685 + elapsed = 7.4220e-03 + tTotal = 0.3999 subIterW = 0 subIterH = 0 - relError = 0.3344 + relError = 0.3292 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 1.1017e-03 - SC2 = 5.6406e-04 - SC3 = 0.078853 - W_density = 0.6967 - H_density = 0.2250 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 1.1111e-03 + SC2 = 5.5555e-04 + SC3 = 0.065017 + W_density = 0.7033 + H_density = 0.1950 iter = 31 - elapsed = 0.014939 - tTotal = 0.5835 - subIterW = 3 + elapsed = 0.012893 + tTotal = 0.4128 + subIterW = 0 subIterH = 0 - relError = 0.3353 + relError = 0.3298 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 1.0334e-03 - SC2 = 5.2705e-04 - SC3 = 0.068587 - W_density = 0.6933 - H_density = 0.2250 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 9.9020e-04 + SC2 = 4.8916e-04 + SC3 = 0.057780 + W_density = 0.6967 + H_density = 0.1900 iter = 32 - elapsed = 0.015016 - tTotal = 0.5985 - subIterW = 3 + elapsed = 0.013415 + tTotal = 0.4262 + subIterW = 2 subIterH = 0 - relError = 0.3362 + relError = 0.3303 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 8.9036e-04 - SC2 = 4.4518e-04 - SC3 = 0.061398 - W_density = 0.6900 - H_density = 0.2150 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 8.7900e-04 + SC2 = 4.3423e-04 + SC3 = 0.016452 + W_density = 0.6967 + H_density = 0.1900 iter = 33 - elapsed = 0.019122 - tTotal = 0.6176 - subIterW = 0 - subIterH = 2 - relError = 0.3370 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 7.4210e-04 - SC2 = 3.6660e-04 - SC3 = 0.051635 - W_density = 0.6833 - H_density = 0.2100 - iter = 34 - elapsed = 0.018350 - tTotal = 0.6359 + elapsed = 7.2570e-03 + tTotal = 0.4335 subIterW = 0 subIterH = 0 - relError = 0.3377 + relError = 0.3308 toshow = scalar structure containing the fields: - initGrNormW = 387.60 - initGrNormH = 490.11 - initNorm = 14.307 - SC1 = 6.2692e-04 - SC2 = 3.0844e-04 - SC3 = 0.043083 - W_density = 0.6800 - H_density = 0.2100 - iter = 35 - elapsed = 0.014530 - tTotal = 0.6505 + initGrNormW = 355.87 + initGrNormH = 450.57 + initNorm = 13.934 + SC1 = 7.7387e-04 + SC2 = 3.8074e-04 + SC3 = 0.043688 + W_density = 0.6933 + H_density = 0.1900 + iter = 34 + elapsed = 0.010059 + tTotal = 0.4435 subIterW = 0 subIterH = 0 - relError = 0.3382 + relError = 0.3312 Stop: tolerance reached. final = scalar structure containing the fields: - iterations = 35 - elapsed_total = 0.6505 - relative_error = 0.3382 - W_density = 0.6800 - H_density = 0.2100 + iterations = 34 + elapsed_total = 0.4435 + relative_error = 0.3312 + W_density = 0.6933 + H_density = 0.1900 ***** test [W,H,iter,HIS]=nmf_bpas(A,k,'verbose','type','sparse','nnlssolver','bp','alpha',1.1,'beta',1.3); scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 1.2725 - SC2 = 636.25 - SC3 = 0.4938 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 1.4408 + SC2 = 720.39 + SC3 = 0.5060 W_density = 1 H_density = 1 par = @@ -4274,438 +4290,438 @@ scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 0.028604 - SC2 = 0.026774 - SC3 = 1.9893 - W_density = 0.9900 - H_density = 0.5800 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 0.024313 + SC2 = 0.020569 + SC3 = 1.8175 + W_density = 0.9833 + H_density = 0.4600 iter = 1 - elapsed = 0.031567 - tTotal = 0.031567 + elapsed = 0.022509 + tTotal = 0.022509 subIterW = 2 - subIterH = 35 - relError = 0.5669 + subIterH = 38 + relError = 0.5380 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 0.016791 - SC2 = 6.8845e-03 - SC3 = 0.8976 - W_density = 0.5267 - H_density = 0.2100 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 0.020876 + SC2 = 7.1814e-03 + SC3 = 1.0236 + W_density = 0.4367 + H_density = 0.1900 iter = 2 - elapsed = 0.038759 - tTotal = 0.070326 - subIterW = 8 - subIterH = 33 - relError = 0.4678 + elapsed = 0.026391 + tTotal = 0.048900 + subIterW = 5 + subIterH = 26 + relError = 0.4687 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 0.011647 - SC2 = 3.2145e-03 - SC3 = 0.4182 - W_density = 0.3333 - H_density = 0.1850 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 0.016446 + SC2 = 3.9799e-03 + SC3 = 0.6405 + W_density = 0.3133 + H_density = 0.1350 iter = 3 - elapsed = 0.030616 - tTotal = 0.1009 + elapsed = 0.014345 + tTotal = 0.063245 subIterW = 8 - subIterH = 5 - relError = 0.4643 + subIterH = 3 + relError = 0.4692 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 9.1523e-03 - SC2 = 2.1233e-03 - SC3 = 0.2930 - W_density = 0.2667 - H_density = 0.1650 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 0.015514 + SC2 = 2.3270e-03 + SC3 = 0.2908 + W_density = 0.1733 + H_density = 0.1150 iter = 4 - elapsed = 0.016407 - tTotal = 0.1173 + elapsed = 0.010367 + tTotal = 0.073612 subIterW = 3 - subIterH = 2 - relError = 0.4659 + subIterH = 1 + relError = 0.4748 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 7.9945e-03 - SC2 = 1.7588e-03 - SC3 = 0.3280 - W_density = 0.2567 - H_density = 0.1500 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 0.012375 + SC2 = 1.7078e-03 + SC3 = 0.1509 + W_density = 0.1567 + H_density = 0.1100 iter = 5 - elapsed = 0.015236 - tTotal = 0.1326 + elapsed = 8.9380e-03 + tTotal = 0.082550 subIterW = 1 - subIterH = 1 - relError = 0.4684 + subIterH = 0 + relError = 0.4777 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 0.010455 - SC2 = 2.2583e-03 - SC3 = 0.3684 - W_density = 0.2533 - H_density = 0.1550 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 3.3461e-03 + SC2 = 3.3461e-04 + SC3 = 0.088331 + W_density = 0.1000 + H_density = 0.1000 iter = 6 - elapsed = 0.016652 - tTotal = 0.1492 + elapsed = 6.6840e-03 + tTotal = 0.089234 subIterW = 0 - subIterH = 2 - relError = 0.4719 + subIterH = 1 + relError = 0.4774 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 0.013768 - SC2 = 2.4507e-03 - SC3 = 0.2249 - W_density = 0.2000 - H_density = 0.1450 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 2.1610e-03 + SC2 = 2.1610e-04 + SC3 = 0.050691 + W_density = 0.1000 + H_density = 0.1000 iter = 7 - elapsed = 0.011541 - tTotal = 0.1608 + elapsed = 3.0180e-03 + tTotal = 0.092252 subIterW = 0 - subIterH = 2 - relError = 0.4728 + subIterH = 0 + relError = 0.4772 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 0.016024 - SC2 = 2.7881e-03 - SC3 = 0.2335 - W_density = 0.2000 - H_density = 0.1350 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 1.3983e-03 + SC2 = 1.3983e-04 + SC3 = 0.035424 + W_density = 0.1000 + H_density = 0.1000 iter = 8 - elapsed = 9.6550e-03 - tTotal = 0.1704 + elapsed = 2.9010e-03 + tTotal = 0.095153 subIterW = 0 - subIterH = 1 - relError = 0.4737 + subIterH = 0 + relError = 0.4771 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 0.016760 - SC2 = 2.8491e-03 - SC3 = 0.4658 - W_density = 0.1933 - H_density = 0.1350 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 9.0580e-04 + SC2 = 9.0580e-05 + SC3 = 0.023903 + W_density = 0.1000 + H_density = 0.1000 iter = 9 - elapsed = 9.6580e-03 - tTotal = 0.1801 - subIterW = 1 + elapsed = 2.8580e-03 + tTotal = 0.098011 + subIterW = 0 subIterH = 0 - relError = 0.4766 + relError = 0.4770 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 0.015259 - SC2 = 2.3804e-03 - SC3 = 0.4165 - W_density = 0.1800 - H_density = 0.1200 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 5.8717e-04 + SC2 = 5.8717e-05 + SC3 = 0.014303 + W_density = 0.1000 + H_density = 0.1000 iter = 10 - elapsed = 0.015205 - tTotal = 0.1953 - subIterW = 1 - subIterH = 1 - relError = 0.4812 + elapsed = 2.9120e-03 + tTotal = 0.1009 + subIterW = 0 + subIterH = 0 + relError = 0.4770 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 0.012109 - SC2 = 1.7195e-03 - SC3 = 0.2778 - W_density = 0.1633 - H_density = 0.1100 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 3.8079e-04 + SC2 = 3.8079e-05 + SC3 = 9.6468e-03 + W_density = 0.1000 + H_density = 0.1000 iter = 11 - elapsed = 0.014933 - tTotal = 0.2102 - subIterW = 1 - subIterH = 1 - relError = 0.4865 + elapsed = 2.8790e-03 + tTotal = 0.1038 + subIterW = 0 + subIterH = 0 + relError = 0.4770 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 0.011326 - SC2 = 1.5177e-03 - SC3 = 0.035212 - W_density = 0.1533 - H_density = 0.1050 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 2.4702e-04 + SC2 = 2.4702e-05 + SC3 = 5.7944e-03 + W_density = 0.1000 + H_density = 0.1000 iter = 12 - elapsed = 0.014600 - tTotal = 0.2248 - subIterW = 1 + elapsed = 2.8940e-03 + tTotal = 0.1067 + subIterW = 0 subIterH = 0 - relError = 0.4897 + relError = 0.4770 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 1.8682e-04 - SC2 = 1.8682e-05 - SC3 = 3.4294e-03 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 1.6028e-04 + SC2 = 1.6028e-05 + SC3 = 4.0603e-03 W_density = 0.1000 H_density = 0.1000 iter = 13 - elapsed = 9.3040e-03 - tTotal = 0.2341 + elapsed = 2.8710e-03 + tTotal = 0.1096 subIterW = 0 subIterH = 0 - relError = 0.4897 + relError = 0.4769 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 1.1324e-04 - SC2 = 1.1324e-05 - SC3 = 2.4075e-03 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 1.0400e-04 + SC2 = 1.0400e-05 + SC3 = 2.3525e-03 W_density = 0.1000 H_density = 0.1000 iter = 14 - elapsed = 4.5730e-03 - tTotal = 0.2387 + elapsed = 2.8990e-03 + tTotal = 0.1125 subIterW = 0 subIterH = 0 - relError = 0.4897 + relError = 0.4769 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 7.4107e-05 - SC2 = 7.4107e-06 - SC3 = 1.5760e-03 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 6.7495e-05 + SC2 = 6.7495e-06 + SC3 = 1.5832e-03 W_density = 0.1000 H_density = 0.1000 iter = 15 - elapsed = 4.8600e-03 - tTotal = 0.2436 + elapsed = 2.8680e-03 + tTotal = 0.1153 subIterW = 0 subIterH = 0 - relError = 0.4897 + relError = 0.4769 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 4.8515e-05 - SC2 = 4.8515e-06 - SC3 = 1.1607e-03 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 4.3804e-05 + SC2 = 4.3804e-06 + SC3 = 1.1097e-03 W_density = 0.1000 H_density = 0.1000 iter = 16 - elapsed = 4.8230e-03 - tTotal = 0.2484 + elapsed = 2.9030e-03 + tTotal = 0.1182 subIterW = 0 subIterH = 0 - relError = 0.4897 + relError = 0.4769 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 3.1762e-05 - SC2 = 3.1762e-06 - SC3 = 7.0143e-04 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 2.8429e-05 + SC2 = 2.8429e-06 + SC3 = 6.2087e-04 W_density = 0.1000 H_density = 0.1000 iter = 17 - elapsed = 5.0810e-03 - tTotal = 0.2535 + elapsed = 2.8640e-03 + tTotal = 0.1211 subIterW = 0 subIterH = 0 - relError = 0.4897 + relError = 0.4769 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 2.0794e-05 - SC2 = 2.0794e-06 - SC3 = 4.4222e-04 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 1.8452e-05 + SC2 = 1.8452e-06 + SC3 = 4.4946e-04 W_density = 0.1000 H_density = 0.1000 iter = 18 - elapsed = 5.1960e-03 - tTotal = 0.2587 + elapsed = 2.8980e-03 + tTotal = 0.1240 subIterW = 0 subIterH = 0 - relError = 0.4897 + relError = 0.4769 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 1.3614e-05 - SC2 = 1.3614e-06 - SC3 = 3.1268e-04 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 1.1976e-05 + SC2 = 1.1976e-06 + SC3 = 2.7088e-04 W_density = 0.1000 H_density = 0.1000 iter = 19 - elapsed = 4.7030e-03 - tTotal = 0.2634 + elapsed = 2.8620e-03 + tTotal = 0.1269 subIterW = 0 subIterH = 0 - relError = 0.4897 + relError = 0.4769 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 8.9133e-06 - SC2 = 8.9133e-07 - SC3 = 2.0472e-04 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 7.7728e-06 + SC2 = 7.7728e-07 + SC3 = 1.7581e-04 W_density = 0.1000 H_density = 0.1000 iter = 20 - elapsed = 4.9690e-03 - tTotal = 0.2683 + elapsed = 2.8990e-03 + tTotal = 0.1298 subIterW = 0 subIterH = 0 - relError = 0.4897 + relError = 0.4769 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 5.8356e-06 - SC2 = 5.8356e-07 - SC3 = 1.3403e-04 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 5.0449e-06 + SC2 = 5.0449e-07 + SC3 = 1.1834e-04 W_density = 0.1000 H_density = 0.1000 iter = 21 - elapsed = 4.8270e-03 - tTotal = 0.2732 + elapsed = 2.9020e-03 + tTotal = 0.1327 subIterW = 0 subIterH = 0 - relError = 0.4897 + relError = 0.4769 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 3.8207e-06 - SC2 = 3.8207e-07 - SC3 = 9.1408e-05 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 3.2744e-06 + SC2 = 3.2744e-07 + SC3 = 7.9761e-05 W_density = 0.1000 H_density = 0.1000 iter = 22 - elapsed = 5.5970e-03 - tTotal = 0.2788 + elapsed = 3.2660e-03 + tTotal = 0.1359 subIterW = 0 subIterH = 0 - relError = 0.4897 + relError = 0.4769 toshow = scalar structure containing the fields: - initGrNormW = 353.86 - initGrNormH = 528.77 - initNorm = 14.307 - SC1 = 2.5015e-06 - SC2 = 2.5015e-07 - SC3 = 5.1297e-05 + initGrNormW = 424.50 + initGrNormH = 582.03 + initNorm = 13.934 + SC1 = 2.1253e-06 + SC2 = 2.1253e-07 + SC3 = 4.4867e-05 W_density = 0.1000 H_density = 0.1000 iter = 23 - elapsed = 5.3780e-03 - tTotal = 0.2841 + elapsed = 3.2560e-03 + tTotal = 0.1392 subIterW = 0 subIterH = 0 - relError = 0.4897 + relError = 0.4769 Stop: tolerance reached. final = @@ -4713,8 +4729,8 @@ scalar structure containing the fields: iterations = 23 - elapsed_total = 0.2841 - relative_error = 0.4897 + elapsed_total = 0.1392 + relative_error = 0.4769 W_density = 0.1000 H_density = 0.1000 @@ -4722,12 +4738,12 @@ [W,H,iter,HIS]=nmf_bpas(A,k,'verbose','type','plain','winit',rand(m,k)); scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 1.2233 - SC2 = 611.64 - SC3 = 0.5049 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 1.1038 + SC2 = 551.90 + SC3 = 0.4883 W_density = 1 H_density = 1 par = @@ -4738,8 +4754,8 @@ n = 20 type = plain nnls_solver = bp - alpha = 0.5048 - beta = 0.5048 + alpha = 0.4958 + beta = 0.4958 max_iter = 100 min_iter = 20 max_time = 1000 @@ -4751,525 +4767,487 @@ scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 0.015695 - SC2 = 0.011269 - SC3 = 0.6205 - W_density = 0.7333 - H_density = 0.5750 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 0.016779 + SC2 = 0.011846 + SC3 = 0.5937 + W_density = 0.6800 + H_density = 0.6100 iter = 1 - elapsed = 0.051863 - tTotal = 0.051863 - subIterW = 45 - subIterH = 37 - relError = 0.3222 + elapsed = 0.042972 + tTotal = 0.042972 + subIterW = 53 + subIterH = 36 + relError = 0.3287 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 7.3134e-03 - SC2 = 5.1194e-03 - SC3 = 0.3347 - W_density = 0.7267 - H_density = 0.6300 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 9.9689e-03 + SC2 = 7.0580e-03 + SC3 = 0.3322 + W_density = 0.7067 + H_density = 0.6700 iter = 2 - elapsed = 0.036962 - tTotal = 0.088825 - subIterW = 9 - subIterH = 21 - relError = 0.2852 + elapsed = 0.028543 + tTotal = 0.071515 + subIterW = 20 + subIterH = 25 + relError = 0.2781 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 5.6935e-03 - SC2 = 3.8829e-03 - SC3 = 0.2465 - W_density = 0.7067 - H_density = 0.6200 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 6.7739e-03 + SC2 = 4.7282e-03 + SC3 = 0.2446 + W_density = 0.7100 + H_density = 0.6450 iter = 3 - elapsed = 0.034648 - tTotal = 0.1235 - subIterW = 11 - subIterH = 8 - relError = 0.2733 + elapsed = 0.023647 + tTotal = 0.095162 + subIterW = 13 + subIterH = 18 + relError = 0.2577 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 4.8620e-03 - SC2 = 3.2867e-03 - SC3 = 0.1953 - W_density = 0.6967 - H_density = 0.6250 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 5.2749e-03 + SC2 = 3.5975e-03 + SC3 = 0.1981 + W_density = 0.7100 + H_density = 0.6300 iter = 4 - elapsed = 0.025612 - tTotal = 0.1491 - subIterW = 12 + elapsed = 0.019357 + tTotal = 0.1145 + subIterW = 11 subIterH = 6 - relError = 0.2662 + relError = 0.2474 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 4.1433e-03 - SC2 = 2.7760e-03 - SC3 = 0.1680 - W_density = 0.7033 - H_density = 0.6050 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 3.8944e-03 + SC2 = 2.6560e-03 + SC3 = 0.1675 + W_density = 0.7167 + H_density = 0.6150 iter = 5 - elapsed = 0.029515 - tTotal = 0.1786 - subIterW = 7 + elapsed = 0.019130 + tTotal = 0.1336 + subIterW = 8 subIterH = 8 - relError = 0.2612 + relError = 0.2410 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 3.5988e-03 - SC2 = 2.3752e-03 - SC3 = 0.1544 - W_density = 0.7033 - H_density = 0.5850 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 3.1091e-03 + SC2 = 2.1453e-03 + SC3 = 0.1405 + W_density = 0.7300 + H_density = 0.6250 iter = 6 - elapsed = 0.026201 - tTotal = 0.2048 + elapsed = 0.016542 + tTotal = 0.1502 subIterW = 6 - subIterH = 6 - relError = 0.2576 + subIterH = 4 + relError = 0.2374 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 3.0346e-03 - SC2 = 1.9968e-03 - SC3 = 0.1346 - W_density = 0.6967 - H_density = 0.5850 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 2.5774e-03 + SC2 = 1.7887e-03 + SC3 = 0.1194 + W_density = 0.7333 + H_density = 0.6200 iter = 7 - elapsed = 0.029126 - tTotal = 0.2339 - subIterW = 6 - subIterH = 2 - relError = 0.2550 + elapsed = 0.015576 + tTotal = 0.1658 + subIterW = 3 + subIterH = 6 + relError = 0.2349 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 2.6126e-03 - SC2 = 1.7348e-03 - SC3 = 0.1200 - W_density = 0.7067 - H_density = 0.5950 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 2.2393e-03 + SC2 = 1.5496e-03 + SC3 = 0.1106 + W_density = 0.7400 + H_density = 0.6000 iter = 8 - elapsed = 0.025231 - tTotal = 0.2592 - subIterW = 8 + elapsed = 0.015538 + tTotal = 0.1813 + subIterW = 4 subIterH = 6 - relError = 0.2530 + relError = 0.2330 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 2.3776e-03 - SC2 = 1.5645e-03 - SC3 = 0.1086 - W_density = 0.6900 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 1.9869e-03 + SC2 = 1.4067e-03 + SC3 = 0.1017 + W_density = 0.7700 H_density = 0.6050 iter = 9 - elapsed = 0.023706 - tTotal = 0.2829 - subIterW = 5 - subIterH = 2 - relError = 0.2513 + elapsed = 0.015978 + tTotal = 0.1973 + subIterW = 8 + subIterH = 5 + relError = 0.2315 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 2.1889e-03 - SC2 = 1.4578e-03 - SC3 = 0.1036 - W_density = 0.7000 - H_density = 0.6100 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 1.9093e-03 + SC2 = 1.3632e-03 + SC3 = 0.091645 + W_density = 0.7633 + H_density = 0.6200 iter = 10 - elapsed = 0.023930 - tTotal = 0.3068 - subIterW = 3 - subIterH = 4 - relError = 0.2499 + elapsed = 0.015169 + tTotal = 0.2125 + subIterW = 4 + subIterH = 3 + relError = 0.2302 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 2.0901e-03 - SC2 = 1.3920e-03 - SC3 = 0.098919 - W_density = 0.7000 - H_density = 0.6150 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 1.7850e-03 + SC2 = 1.2638e-03 + SC3 = 0.085461 + W_density = 0.7633 + H_density = 0.6250 iter = 11 - elapsed = 0.021652 - tTotal = 0.3284 - subIterW = 2 - subIterH = 0 - relError = 0.2486 + elapsed = 0.015333 + tTotal = 0.2278 + subIterW = 4 + subIterH = 4 + relError = 0.2290 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 2.0344e-03 - SC2 = 1.3509e-03 - SC3 = 0.092471 - W_density = 0.6900 - H_density = 0.6250 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 1.6943e-03 + SC2 = 1.1996e-03 + SC3 = 0.080638 + W_density = 0.7700 + H_density = 0.6150 iter = 12 - elapsed = 0.023519 - tTotal = 0.3520 - subIterW = 3 - subIterH = 5 - relError = 0.2474 + elapsed = 0.014805 + tTotal = 0.2426 + subIterW = 2 + subIterH = 3 + relError = 0.2280 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 1.9945e-03 - SC2 = 1.3204e-03 - SC3 = 0.090452 - W_density = 0.6900 - H_density = 0.6200 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 1.6991e-03 + SC2 = 1.1927e-03 + SC3 = 0.077593 + W_density = 0.7600 + H_density = 0.6100 iter = 13 - elapsed = 0.023581 - tTotal = 0.3755 - subIterW = 2 + elapsed = 0.014895 + tTotal = 0.2575 + subIterW = 5 subIterH = 3 - relError = 0.2462 + relError = 0.2270 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 1.9340e-03 - SC2 = 1.2803e-03 - SC3 = 0.087060 - W_density = 0.6900 - H_density = 0.6200 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 1.5895e-03 + SC2 = 1.1127e-03 + SC3 = 0.076517 + W_density = 0.7633 + H_density = 0.5950 iter = 14 - elapsed = 0.023655 - tTotal = 0.3992 - subIterW = 5 - subIterH = 2 - relError = 0.2449 + elapsed = 0.017568 + tTotal = 0.2751 + subIterW = 4 + subIterH = 3 + relError = 0.2262 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 1.8327e-03 - SC2 = 1.2096e-03 - SC3 = 0.084931 - W_density = 0.6933 - H_density = 0.6100 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 1.5714e-03 + SC2 = 1.0811e-03 + SC3 = 0.074619 + W_density = 0.7467 + H_density = 0.5900 iter = 15 - elapsed = 0.023105 - tTotal = 0.4223 - subIterW = 2 - subIterH = 1 - relError = 0.2438 + elapsed = 0.015350 + tTotal = 0.2904 + subIterW = 7 + subIterH = 3 + relError = 0.2255 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 1.7088e-03 - SC2 = 1.1517e-03 - SC3 = 0.080231 - W_density = 0.7167 - H_density = 0.6050 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 1.4804e-03 + SC2 = 1.0126e-03 + SC3 = 0.070612 + W_density = 0.7400 + H_density = 0.5900 iter = 16 - elapsed = 0.024630 - tTotal = 0.4469 - subIterW = 8 - subIterH = 3 - relError = 0.2429 + elapsed = 0.014923 + tTotal = 0.3053 + subIterW = 2 + subIterH = 4 + relError = 0.2250 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 1.7524e-03 - SC2 = 1.1776e-03 - SC3 = 0.083127 - W_density = 0.7133 - H_density = 0.6000 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 1.4349e-03 + SC2 = 9.8146e-04 + SC3 = 0.066447 + W_density = 0.7433 + H_density = 0.5850 iter = 17 - elapsed = 0.021229 - tTotal = 0.4682 + elapsed = 0.014300 + tTotal = 0.3196 subIterW = 3 subIterH = 0 - relError = 0.2420 + relError = 0.2245 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 1.7311e-03 - SC2 = 1.1633e-03 - SC3 = 0.083792 - W_density = 0.7167 - H_density = 0.6000 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 1.3827e-03 + SC2 = 9.4300e-04 + SC3 = 0.063332 + W_density = 0.7400 + H_density = 0.5900 iter = 18 - elapsed = 0.021746 - tTotal = 0.4899 + elapsed = 0.014834 + tTotal = 0.3345 subIterW = 3 - subIterH = 4 - relError = 0.2410 + subIterH = 2 + relError = 0.2240 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 1.5620e-03 - SC2 = 1.0341e-03 - SC3 = 0.080044 - W_density = 0.7200 - H_density = 0.5700 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 1.3607e-03 + SC2 = 9.2799e-04 + SC3 = 0.032314 + W_density = 0.7400 + H_density = 0.5900 iter = 19 - elapsed = 0.025643 - tTotal = 0.5156 + elapsed = 8.2630e-03 + tTotal = 0.3427 subIterW = 0 - subIterH = 5 - relError = 0.2401 + subIterH = 0 + relError = 0.2236 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 1.4611e-03 - SC2 = 9.6140e-04 - SC3 = 0.073531 - W_density = 0.7167 - H_density = 0.5650 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 1.2138e-03 + SC2 = 8.2294e-04 + SC3 = 0.030198 + W_density = 0.7400 + H_density = 0.5800 iter = 20 - elapsed = 0.021368 - tTotal = 0.5369 + elapsed = 0.011549 + tTotal = 0.3543 subIterW = 0 - subIterH = 3 - relError = 0.2394 + subIterH = 2 + relError = 0.2232 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 1.3537e-03 - SC2 = 9.0157e-04 - SC3 = 0.065063 - W_density = 0.7233 - H_density = 0.5700 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 1.1293e-03 + SC2 = 7.6341e-04 + SC3 = 0.056042 + W_density = 0.7367 + H_density = 0.5750 iter = 21 - elapsed = 0.021926 - tTotal = 0.5588 - subIterW = 2 + elapsed = 0.013690 + tTotal = 0.3680 + subIterW = 0 subIterH = 0 - relError = 0.2388 + relError = 0.2228 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 1.2494e-03 - SC2 = 8.2713e-04 - SC3 = 0.061322 - W_density = 0.7300 - H_density = 0.5500 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 1.0016e-03 + SC2 = 6.7307e-04 + SC3 = 0.051792 + W_density = 0.7333 + H_density = 0.5800 iter = 22 - elapsed = 0.028120 - tTotal = 0.5870 - subIterW = 4 - subIterH = 4 - relError = 0.2383 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 1.1450e-03 - SC2 = 7.6027e-04 - SC3 = 0.055953 - W_density = 0.7367 - H_density = 0.5500 - iter = 23 - elapsed = 0.023132 - tTotal = 0.6101 - subIterW = 2 - subIterH = 2 - relError = 0.2379 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 1.0558e-03 - SC2 = 6.9685e-04 - SC3 = 0.051934 - W_density = 0.7367 - H_density = 0.5400 - iter = 24 - elapsed = 0.023355 - tTotal = 0.6335 - subIterW = 2 - subIterH = 2 - relError = 0.2376 + elapsed = 0.015338 + tTotal = 0.3833 + subIterW = 3 + subIterH = 3 + relError = 0.2225 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 9.5367e-04 - SC2 = 6.2752e-04 - SC3 = 0.047967 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 9.0939e-04 + SC2 = 6.1293e-04 + SC3 = 0.046790 W_density = 0.7333 - H_density = 0.5400 - iter = 25 - elapsed = 0.023577 - tTotal = 0.6570 - subIterW = 5 - subIterH = 2 - relError = 0.2373 + H_density = 0.5800 + iter = 23 + elapsed = 0.011819 + tTotal = 0.3951 + subIterW = 3 + subIterH = 0 + relError = 0.2223 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 8.4709e-04 - SC2 = 5.5230e-04 - SC3 = 0.044354 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 8.0015e-04 + SC2 = 5.3930e-04 + SC3 = 0.040368 W_density = 0.7300 - H_density = 0.5350 - iter = 26 - elapsed = 0.023073 - tTotal = 0.6801 - subIterW = 0 - subIterH = 3 - relError = 0.2371 + H_density = 0.5800 + iter = 24 + elapsed = 0.011962 + tTotal = 0.4071 + subIterW = 3 + subIterH = 0 + relError = 0.2221 toshow = scalar structure containing the fields: - initGrNormW = 392.55 - initGrNormH = 469.05 - initNorm = 14.307 - SC1 = 7.7291e-04 - SC2 = 5.0239e-04 - SC3 = 0.041103 + initGrNormW = 356.22 + initGrNormH = 421.54 + initNorm = 13.934 + SC1 = 7.3333e-04 + SC2 = 4.9426e-04 + SC3 = 0.036623 W_density = 0.7300 - H_density = 0.5300 - iter = 27 - elapsed = 0.022541 - tTotal = 0.7026 + H_density = 0.5850 + iter = 25 + elapsed = 0.014576 + tTotal = 0.4217 subIterW = 2 subIterH = 0 - relError = 0.2369 + relError = 0.2219 Stop: tolerance reached. final = scalar structure containing the fields: - iterations = 27 - elapsed_total = 0.7026 - relative_error = 0.2369 + iterations = 25 + elapsed_total = 0.4217 + relative_error = 0.2219 W_density = 0.7300 - H_density = 0.5300 + H_density = 0.5850 ***** demo m = 300; @@ -5354,12 +5332,14 @@ dpkg-buildpackage: info: binary-only upload (no source included) dpkg-genchanges: info: not including original source code in upload I: copying local configuration +I: user script /srv/workspace/pbuilder/22045/tmp/hooks/B01_cleanup starting +I: user script /srv/workspace/pbuilder/22045/tmp/hooks/B01_cleanup finished I: unmounting dev/ptmx filesystem I: unmounting dev/pts filesystem I: unmounting dev/shm filesystem I: unmounting proc filesystem I: unmounting sys filesystem I: cleaning the build env -I: removing directory /srv/workspace/pbuilder/3272 and its subdirectories -I: Current time: Mon Sep 19 23:56:40 -12 2022 -I: pbuilder-time-stamp: 1663675000 +I: removing directory /srv/workspace/pbuilder/22045 and its subdirectories +I: Current time: Wed Aug 18 19:35:33 +14 2021 +I: pbuilder-time-stamp: 1629264933