Diff of the two buildlogs: -- --- b1/build.log 2025-10-24 09:28:31.749763687 +0000 +++ b2/build.log 2025-10-24 09:30:01.297870699 +0000 @@ -1,6 +1,6 @@ I: pbuilder: network access will be disabled during build -I: Current time: Thu Nov 26 03:50:19 -12 2026 -I: pbuilder-time-stamp: 1795708219 +I: Current time: Fri Oct 24 23:28:33 +14 2025 +I: pbuilder-time-stamp: 1761298113 I: Building the build Environment I: extracting base tarball [/var/cache/pbuilder/forky-reproducible-base.tgz] I: copying local configuration @@ -22,53 +22,85 @@ dpkg-source: info: unpacking octave-linear-algebra_2.2.3-5.debian.tar.xz I: using fakeroot in build. I: Installing the build-deps -I: user script /srv/workspace/pbuilder/1761064/tmp/hooks/D02_print_environment starting +I: user script /srv/workspace/pbuilder/440539/tmp/hooks/D01_modify_environment starting +debug: Running on codethink04-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 +'/bin/sh' -> '/bin/bash' +lrwxrwxrwx 1 root root 9 Oct 24 09:28 /bin/sh -> /bin/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/440539/tmp/hooks/D01_modify_environment finished +I: user script /srv/workspace/pbuilder/440539/tmp/hooks/D02_print_environment starting I: set - BUILDDIR='/build/reproducible-path' - 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:globskipdots:hostcomplete:interactive_comments:patsub_replacement:progcomp:promptvars:sourcepath + BASH_ALIASES=() + BASH_ARGC=() + BASH_ARGV=() + BASH_CMDS=() + BASH_LINENO=([0]="12" [1]="0") + BASH_LOADABLES_PATH=/usr/local/lib/bash:/usr/lib/bash:/opt/local/lib/bash:/usr/pkg/lib/bash:/opt/pkg/lib/bash:. + BASH_SOURCE=([0]="/tmp/hooks/D02_print_environment" [1]="/tmp/hooks/D02_print_environment") + BASH_VERSINFO=([0]="5" [1]="3" [2]="3" [3]="1" [4]="release" [5]="aarch64-unknown-linux-gnu") + BASH_VERSION='5.3.3(1)-release' + BUILDDIR=/build/reproducible-path + 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 parallel=12 ' - DISTRIBUTION='forky' - HOME='/root' - HOST_ARCH='arm64' + DIRSTACK=() + DISTRIBUTION=forky + EUID=0 + FUNCNAME=([0]="Echo" [1]="main") + GROUPS=() + HOME=/root + HOSTNAME=i-capture-the-hostname + HOSTTYPE=aarch64 + HOST_ARCH=arm64 IFS=' ' - INVOCATION_ID='a9a5147eb3f645589cd1d3ae359ed0a8' - 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='1761064' - PS1='# ' - PS2='> ' + INVOCATION_ID=a2a0716d0bc2468aa3cf897f604b3004 + 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=440539 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/r-b-build.GlL3KHNQ/pbuilderrc_Fvwx --distribution forky --hookdir /etc/pbuilder/first-build-hooks --debbuildopts -b --basetgz /var/cache/pbuilder/forky-reproducible-base.tgz --buildresult /srv/reproducible-results/rbuild-debian/r-b-build.GlL3KHNQ/b1 --logfile b1/build.log octave-linear-algebra_2.2.3-5.dsc' - SUDO_GID='109' - SUDO_HOME='/var/lib/jenkins' - SUDO_UID='104' - SUDO_USER='jenkins' - TERM='unknown' - TZ='/usr/share/zoneinfo/Etc/GMT+12' - USER='root' - _='/usr/bin/systemd-run' - http_proxy='http://192.168.101.4:3128' + 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/r-b-build.GlL3KHNQ/pbuilderrc_oxNf --distribution forky --hookdir /etc/pbuilder/rebuild-hooks --debbuildopts -b --basetgz /var/cache/pbuilder/forky-reproducible-base.tgz --buildresult /srv/reproducible-results/rbuild-debian/r-b-build.GlL3KHNQ/b2 --logfile b2/build.log octave-linear-algebra_2.2.3-5.dsc' + SUDO_GID=109 + SUDO_HOME=/var/lib/jenkins + SUDO_UID=104 + SUDO_USER=jenkins + TERM=unknown + TZ=/usr/share/zoneinfo/Etc/GMT-14 + UID=0 + USER=root + _='I: set' + http_proxy=http://192.168.101.4:3128 I: uname -a - Linux codethink03-arm64 6.12.48+deb13-cloud-arm64 #1 SMP Debian 6.12.48-1 (2025-09-20) aarch64 GNU/Linux + Linux i-capture-the-hostname 6.12.48+deb13-cloud-arm64 #1 SMP Debian 6.12.48-1 (2025-09-20) aarch64 GNU/Linux I: ls -l /bin - lrwxrwxrwx 1 root root 7 Aug 10 2025 /bin -> usr/bin -I: user script /srv/workspace/pbuilder/1761064/tmp/hooks/D02_print_environment finished + lrwxrwxrwx 1 root root 7 Aug 10 12:30 /bin -> usr/bin +I: user script /srv/workspace/pbuilder/440539/tmp/hooks/D02_print_environment finished -> Attempting to satisfy build-dependencies -> Creating pbuilder-satisfydepends-dummy package Package: pbuilder-satisfydepends-dummy @@ -640,7 +672,7 @@ Get: 532 http://deb.debian.org/debian forky/main arm64 gfortran arm64 4:15.2.0-4 [1428 B] Get: 533 http://deb.debian.org/debian forky/main arm64 octave-dev arm64 10.3.0-2 [1066 kB] Get: 534 http://deb.debian.org/debian forky/main arm64 dh-octave all 1.11.4 [24.5 kB] -Fetched 262 MB in 1s (230 MB/s) +Fetched 262 MB in 2s (150 MB/s) Preconfiguring packages ... Selecting previously unselected package libexpat1:arm64. (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 ... 20002 files and directories currently installed.) @@ -2834,7 +2866,11 @@ fakeroot is already the newest version (1.37.1.2-1). 0 upgraded, 0 newly installed, 0 to remove and 0 not upgraded. I: Building the package -I: Running cd /build/reproducible-path/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_2.2.3-5_source.changes +I: user script /srv/workspace/pbuilder/440539/tmp/hooks/A99_set_merged_usr starting +Not re-configuring usrmerge for forky +I: user script /srv/workspace/pbuilder/440539/tmp/hooks/A99_set_merged_usr finished +hostname: Name or service not known +I: Running cd /build/reproducible-path/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_2.2.3-5_source.changes dpkg-buildpackage: info: source package octave-linear-algebra dpkg-buildpackage: info: source version 2.2.3-5 dpkg-buildpackage: info: source distribution unstable @@ -2885,7 +2921,7 @@ circulant_make_matrix at line 43 column 5 __test__ at line 2 column 1 test at line 685 column 11 - /tmp/tmp.4vvDaNRDYb at line 14 column 2 + /tmp/tmp.rNIiJx6bD9 at line 14 column 2 1 test, 1 passed, 0 known failure, 0 skipped [inst/circulant_make_matrix.m] @@ -2968,12 +3004,12 @@ Stop: tolerance reached. ***** test [W,H,iter,HIS]=nmf_bpas(A,k,'verbose'); - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 1.3669 - SC2 = 683.43 - SC3 = 0.5161 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 1.1825 + SC2 = 591.26 + SC3 = 0.5013 W_density = 1 H_density = 1 par = @@ -2984,8 +3020,8 @@ n = 20 type = regularized nnls_solver = bp - alpha = 0.4932 - beta = 0.4932 + alpha = 0.5100 + beta = 0.5100 max_iter = 100 min_iter = 20 max_time = 1000 @@ -2997,438 +3033,438 @@ scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 0.027234 - SC2 = 0.026962 - SC3 = 2.3877 - W_density = 0.9833 - H_density = 0.6650 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 0.027285 + SC2 = 0.026412 + SC3 = 1.9109 + W_density = 0.9567 + H_density = 0.6000 iter = 1 - elapsed = 5.8480e-03 - tTotal = 5.8480e-03 - subIterW = 3 - subIterH = 27 - relError = 0.4255 + elapsed = 6.3920e-03 + tTotal = 6.3920e-03 + subIterW = 6 + subIterH = 36 + relError = 0.4124 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 0.015113 - SC2 = 0.014327 - SC3 = 1.2761 - W_density = 0.9367 - H_density = 0.5100 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 0.015099 + SC2 = 0.014073 + SC3 = 1.0543 + W_density = 0.9000 + H_density = 0.5650 iter = 2 - elapsed = 6.9610e-03 - tTotal = 0.012809 - subIterW = 8 - subIterH = 27 - relError = 0.3430 + elapsed = 5.3600e-03 + tTotal = 0.011752 + subIterW = 11 + subIterH = 26 + relError = 0.3298 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 9.6800e-03 - SC2 = 8.9637e-03 - SC3 = 0.8053 - W_density = 0.9067 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 0.010253 + SC2 = 9.1870e-03 + SC3 = 0.7174 + W_density = 0.8733 H_density = 0.5700 iter = 3 - elapsed = 4.4450e-03 - tTotal = 0.017254 - subIterW = 7 - subIterH = 13 - relError = 0.3148 + elapsed = 4.5760e-03 + tTotal = 0.016328 + subIterW = 8 + subIterH = 11 + relError = 0.2999 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 6.9177e-03 - SC2 = 6.2675e-03 - SC3 = 0.5680 - W_density = 0.8900 - H_density = 0.6050 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 7.2961e-03 + SC2 = 6.4497e-03 + SC3 = 0.5071 + W_density = 0.8600 + H_density = 0.6200 iter = 4 - elapsed = 4.1980e-03 - tTotal = 0.021452 - subIterW = 8 - subIterH = 7 - relError = 0.2990 + elapsed = 3.8130e-03 + tTotal = 0.020141 + subIterW = 6 + subIterH = 8 + relError = 0.2862 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 5.1989e-03 - SC2 = 4.6166e-03 - SC3 = 0.4196 - W_density = 0.8767 - H_density = 0.6150 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 5.4720e-03 + SC2 = 4.7607e-03 + SC3 = 0.3788 + W_density = 0.8500 + H_density = 0.6250 iter = 5 - elapsed = 4.1050e-03 - tTotal = 0.025557 - subIterW = 3 - subIterH = 7 - relError = 0.2873 + elapsed = 3.7760e-03 + tTotal = 0.023917 + subIterW = 5 + subIterH = 4 + relError = 0.2774 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 4.0460e-03 - SC2 = 3.4877e-03 - SC3 = 0.3265 - W_density = 0.8600 - H_density = 0.6450 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 4.2532e-03 + SC2 = 3.5812e-03 + SC3 = 0.2949 + W_density = 0.8267 + H_density = 0.6550 iter = 6 - elapsed = 4.4010e-03 - tTotal = 0.029958 - subIterW = 7 - subIterH = 10 - relError = 0.2786 + elapsed = 4.6720e-03 + tTotal = 0.028589 + subIterW = 9 + subIterH = 7 + relError = 0.2721 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 3.1383e-03 - SC2 = 2.6864e-03 - SC3 = 0.2531 - W_density = 0.8600 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 3.3385e-03 + SC2 = 2.7643e-03 + SC3 = 0.2343 + W_density = 0.8233 H_density = 0.6550 iter = 7 - elapsed = 4.1610e-03 - tTotal = 0.034119 - subIterW = 6 + elapsed = 3.6100e-03 + tTotal = 0.032199 + subIterW = 0 subIterH = 2 - relError = 0.2730 + relError = 0.2688 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 2.5270e-03 - SC2 = 2.0974e-03 - SC3 = 0.1995 - W_density = 0.8300 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 2.6956e-03 + SC2 = 2.1942e-03 + SC3 = 0.1895 + W_density = 0.8133 H_density = 0.6800 iter = 8 - elapsed = 5.1150e-03 - tTotal = 0.039234 - subIterW = 11 - subIterH = 4 - relError = 0.2694 + elapsed = 4.4930e-03 + tTotal = 0.036692 + subIterW = 2 + subIterH = 6 + relError = 0.2663 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 2.0230e-03 - SC2 = 1.6588e-03 - SC3 = 0.1584 - W_density = 0.8233 - H_density = 0.6950 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 2.1775e-03 + SC2 = 1.7464e-03 + SC3 = 0.1524 + W_density = 0.8033 + H_density = 0.7000 iter = 9 - elapsed = 4.1970e-03 - tTotal = 0.043431 - subIterW = 4 - subIterH = 3 - relError = 0.2670 + elapsed = 4.0300e-03 + tTotal = 0.040722 + subIterW = 5 + subIterH = 5 + relError = 0.2646 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 1.6395e-03 - SC2 = 1.3345e-03 - SC3 = 0.1282 - W_density = 0.8233 - H_density = 0.6900 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 1.7851e-03 + SC2 = 1.4067e-03 + SC3 = 0.1247 + W_density = 0.7933 + H_density = 0.7100 iter = 10 - elapsed = 4.0530e-03 - tTotal = 0.047484 - subIterW = 2 - subIterH = 3 - relError = 0.2653 + elapsed = 3.8640e-03 + tTotal = 0.044586 + subIterW = 3 + subIterH = 2 + relError = 0.2633 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 1.3738e-03 - SC2 = 1.0853e-03 - SC3 = 0.1065 - W_density = 0.8000 - H_density = 0.6950 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 1.4669e-03 + SC2 = 1.1472e-03 + SC3 = 0.1011 + W_density = 0.7867 + H_density = 0.7100 iter = 11 - elapsed = 4.0150e-03 - tTotal = 0.051499 - subIterW = 6 - subIterH = 0 - relError = 0.2641 + elapsed = 3.9100e-03 + tTotal = 0.048496 + subIterW = 2 + subIterH = 2 + relError = 0.2621 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 1.1343e-03 - SC2 = 8.8700e-04 - SC3 = 0.086036 - W_density = 0.7867 - H_density = 0.7000 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 1.2201e-03 + SC2 = 9.4922e-04 + SC3 = 0.083049 + W_density = 0.7833 + H_density = 0.7200 iter = 12 - elapsed = 4.1260e-03 - tTotal = 0.055625 - subIterW = 4 - subIterH = 0 - relError = 0.2632 + elapsed = 3.9120e-03 + tTotal = 0.052408 + subIterW = 3 + subIterH = 2 + relError = 0.2612 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 9.4004e-04 - SC2 = 7.3511e-04 - SC3 = 0.038110 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 1.0261e-03 + SC2 = 7.9422e-04 + SC3 = 0.069652 W_density = 0.7867 - H_density = 0.7050 + H_density = 0.7200 iter = 13 - elapsed = 3.1700e-03 - tTotal = 0.058795 - subIterW = 0 + elapsed = 3.8390e-03 + tTotal = 0.056247 + subIterW = 3 subIterH = 0 - relError = 0.2625 + relError = 0.2604 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 8.0004e-04 - SC2 = 6.2083e-04 - SC3 = 0.059214 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 8.5665e-04 + SC2 = 6.6305e-04 + SC3 = 0.057009 W_density = 0.7833 - H_density = 0.7100 + H_density = 0.7200 iter = 14 - elapsed = 4.0700e-03 - tTotal = 0.062865 - subIterW = 0 + elapsed = 3.9490e-03 + tTotal = 0.060196 + subIterW = 4 subIterH = 2 - relError = 0.2617 + relError = 0.2598 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 6.9221e-04 - SC2 = 5.3438e-04 - SC3 = 0.050870 - W_density = 0.7867 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 7.2140e-04 + SC2 = 5.5548e-04 + SC3 = 0.047108 + W_density = 0.7767 H_density = 0.7250 iter = 15 - elapsed = 4.1710e-03 - tTotal = 0.067036 - subIterW = 0 - subIterH = 5 - relError = 0.2611 + elapsed = 3.8060e-03 + tTotal = 0.064002 + subIterW = 2 + subIterH = 0 + relError = 0.2593 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 6.0177e-04 - SC2 = 4.6095e-04 - SC3 = 0.042828 - W_density = 0.7733 - H_density = 0.7200 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 6.1939e-04 + SC2 = 4.7074e-04 + SC3 = 0.039532 + W_density = 0.7633 + H_density = 0.7300 iter = 16 - elapsed = 4.1290e-03 - tTotal = 0.071165 + elapsed = 3.8480e-03 + tTotal = 0.067850 subIterW = 4 subIterH = 0 - relError = 0.2605 + relError = 0.2589 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 5.2725e-04 - SC2 = 3.9860e-04 - SC3 = 0.037182 - W_density = 0.7667 - H_density = 0.7100 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 5.2139e-04 + SC2 = 3.9730e-04 + SC3 = 0.032178 + W_density = 0.7600 + H_density = 0.7400 iter = 17 - elapsed = 4.3660e-03 - tTotal = 0.075531 - subIterW = 4 - subIterH = 2 - relError = 0.2600 + elapsed = 4.1980e-03 + tTotal = 0.072048 + subIterW = 5 + subIterH = 4 + relError = 0.2586 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 4.5049e-04 - SC2 = 3.3607e-04 - SC3 = 0.031023 - W_density = 0.7467 - H_density = 0.7100 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 4.4803e-04 + SC2 = 3.4408e-04 + SC3 = 0.015304 + W_density = 0.7600 + H_density = 0.7350 iter = 18 - elapsed = 3.4680e-03 - tTotal = 0.078999 - subIterW = 6 + elapsed = 3.0790e-03 + tTotal = 0.075127 + subIterW = 0 subIterH = 0 - relError = 0.2597 + relError = 0.2582 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 3.7808e-04 - SC2 = 2.8204e-04 - SC3 = 0.015325 - W_density = 0.7467 - H_density = 0.7250 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 3.9388e-04 + SC2 = 3.0250e-04 + SC3 = 0.023409 + W_density = 0.7600 + H_density = 0.7400 iter = 19 - elapsed = 3.3890e-03 - tTotal = 0.082388 - subIterW = 0 - subIterH = 3 - relError = 0.2594 + elapsed = 4.1310e-03 + tTotal = 0.079258 + subIterW = 4 + subIterH = 5 + relError = 0.2579 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 3.1945e-04 - SC2 = 2.3831e-04 - SC3 = 0.021780 - W_density = 0.7433 - H_density = 0.7350 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 3.5788e-04 + SC2 = 2.7629e-04 + SC3 = 0.021347 + W_density = 0.7700 + H_density = 0.7600 iter = 20 - elapsed = 4.1240e-03 - tTotal = 0.086512 - subIterW = 0 - subIterH = 2 - relError = 0.2592 + elapsed = 4.0330e-03 + tTotal = 0.083291 + subIterW = 3 + subIterH = 3 + relError = 0.2577 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 2.7249e-04 - SC2 = 2.0164e-04 - SC3 = 0.018533 - W_density = 0.7400 - H_density = 0.7300 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 3.3874e-04 + SC2 = 2.6151e-04 + SC3 = 0.019789 + W_density = 0.7667 + H_density = 0.7700 iter = 21 - elapsed = 4.1260e-03 - tTotal = 0.090638 - subIterW = 3 - subIterH = 0 - relError = 0.2590 + elapsed = 3.8010e-03 + tTotal = 0.087092 + subIterW = 0 + subIterH = 2 + relError = 0.2574 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 2.3152e-04 - SC2 = 1.6947e-04 - SC3 = 0.015478 - W_density = 0.7267 - H_density = 0.7350 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 3.2760e-04 + SC2 = 2.5356e-04 + SC3 = 0.018942 + W_density = 0.7667 + H_density = 0.7700 iter = 22 - elapsed = 4.2590e-03 - tTotal = 0.094897 - subIterW = 4 + elapsed = 3.3470e-03 + tTotal = 0.090439 + subIterW = 2 subIterH = 0 - relError = 0.2588 + relError = 0.2572 toshow = scalar structure containing the fields: - initGrNormW = 446.76 - initGrNormH = 517.18 - initNorm = 13.925 - SC1 = 1.9649e-04 - SC2 = 1.4383e-04 - SC3 = 0.012967 - W_density = 0.7267 - H_density = 0.7350 + initGrNormW = 374.81 + initGrNormH = 457.28 + initNorm = 14.371 + SC1 = 3.2321e-04 + SC2 = 2.5016e-04 + SC3 = 0.018722 + W_density = 0.7700 + H_density = 0.7650 iter = 23 - elapsed = 3.4690e-03 - tTotal = 0.098366 - subIterW = 2 + elapsed = 3.9050e-03 + tTotal = 0.094344 + subIterW = 0 subIterH = 0 - relError = 0.2587 + relError = 0.2569 Stop: tolerance reached. final = @@ -3436,19 +3472,19 @@ scalar structure containing the fields: iterations = 23 - elapsed_total = 0.098366 - relative_error = 0.2587 - W_density = 0.7267 - H_density = 0.7350 + elapsed_total = 0.094344 + relative_error = 0.2569 + W_density = 0.7700 + H_density = 0.7650 ***** test [W,H,iter,HIS]=nmf_bpas(A,k,'verbose','nnlssolver','as'); - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 1.2090 - SC2 = 604.49 - SC3 = 0.4997 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 1.1935 + SC2 = 596.77 + SC3 = 0.5004 W_density = 1 H_density = 1 par = @@ -3459,8 +3495,8 @@ n = 20 type = regularized nnls_solver = as - alpha = 0.4932 - beta = 0.4932 + alpha = 0.5100 + beta = 0.5100 max_iter = 100 min_iter = 20 max_time = 1000 @@ -3472,438 +3508,438 @@ scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 0.027119 - SC2 = 0.026414 - SC3 = 1.0832 - W_density = 0.9667 - H_density = 0.6750 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 0.027791 + SC2 = 0.026902 + SC3 = 1.1424 + W_density = 0.9500 + H_density = 0.6800 iter = 1 - elapsed = 4.5950e-03 - tTotal = 4.5950e-03 - subIterW = 6 - subIterH = 35 - relError = 0.4361 + elapsed = 5.0200e-03 + tTotal = 5.0200e-03 + subIterW = 7 + subIterH = 39 + relError = 0.4216 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 0.015281 - SC2 = 0.014394 - SC3 = 0.5906 - W_density = 0.9200 - H_density = 0.5350 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 0.015928 + SC2 = 0.014845 + SC3 = 0.6450 + W_density = 0.9167 + H_density = 0.5650 iter = 2 - elapsed = 5.7240e-03 - tTotal = 0.010319 - subIterW = 12 - subIterH = 47 - relError = 0.3436 + elapsed = 5.4110e-03 + tTotal = 0.010431 + subIterW = 18 + subIterH = 40 + relError = 0.3302 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 9.9663e-03 - SC2 = 9.1092e-03 - SC3 = 0.4277 - W_density = 0.8933 - H_density = 0.5550 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 0.010192 + SC2 = 9.2338e-03 + SC3 = 0.4172 + W_density = 0.8633 + H_density = 0.6050 iter = 3 - elapsed = 5.3320e-03 - tTotal = 0.015651 - subIterW = 16 - subIterH = 37 - relError = 0.3059 + elapsed = 4.5550e-03 + tTotal = 0.014986 + subIterW = 21 + subIterH = 31 + relError = 0.3019 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 6.9815e-03 - SC2 = 6.2973e-03 - SC3 = 0.2985 - W_density = 0.8800 - H_density = 0.5850 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 7.2122e-03 + SC2 = 6.4477e-03 + SC3 = 0.2975 + W_density = 0.8600 + H_density = 0.6150 iter = 4 - elapsed = 5.2870e-03 - tTotal = 0.020938 + elapsed = 4.5840e-03 + tTotal = 0.019570 subIterW = 20 - subIterH = 39 - relError = 0.2891 + subIterH = 31 + relError = 0.2889 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 5.2463e-03 - SC2 = 4.6062e-03 - SC3 = 0.2306 - W_density = 0.8600 - H_density = 0.6300 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 5.4251e-03 + SC2 = 4.7524e-03 + SC3 = 0.2332 + W_density = 0.8400 + H_density = 0.6400 iter = 5 - elapsed = 5.5790e-03 - tTotal = 0.026517 - subIterW = 22 - subIterH = 35 - relError = 0.2800 + elapsed = 4.7930e-03 + tTotal = 0.024363 + subIterW = 25 + subIterH = 31 + relError = 0.2808 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 4.0264e-03 - SC2 = 3.4949e-03 - SC3 = 0.1789 - W_density = 0.8600 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 4.2315e-03 + SC2 = 3.5799e-03 + SC3 = 0.1722 + W_density = 0.8167 H_density = 0.6700 iter = 6 - elapsed = 4.8740e-03 - tTotal = 0.031391 - subIterW = 21 - subIterH = 32 - relError = 0.2745 + elapsed = 5.3620e-03 + tTotal = 0.029725 + subIterW = 28 + subIterH = 29 + relError = 0.2756 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 3.2465e-03 - SC2 = 2.7336e-03 - SC3 = 0.1356 - W_density = 0.8400 - H_density = 0.6950 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 3.2925e-03 + SC2 = 2.7657e-03 + SC3 = 0.1414 + W_density = 0.8167 + H_density = 0.6850 iter = 7 - elapsed = 4.7500e-03 - tTotal = 0.036141 - subIterW = 23 - subIterH = 28 - relError = 0.2708 + elapsed = 4.7270e-03 + tTotal = 0.034452 + subIterW = 26 + subIterH = 30 + relError = 0.2721 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 2.6277e-03 - SC2 = 2.1757e-03 - SC3 = 0.1072 - W_density = 0.8267 - H_density = 0.7000 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 2.6114e-03 + SC2 = 2.1727e-03 + SC3 = 0.1168 + W_density = 0.8100 + H_density = 0.7100 iter = 8 - elapsed = 4.2290e-03 - tTotal = 0.040370 - subIterW = 24 - subIterH = 27 - relError = 0.2679 + elapsed = 5.1990e-03 + tTotal = 0.039651 + subIterW = 28 + subIterH = 28 + relError = 0.2697 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 2.1451e-03 - SC2 = 1.7504e-03 - SC3 = 0.087007 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 2.1052e-03 + SC2 = 1.7389e-03 + SC3 = 0.083796 W_density = 0.8067 - H_density = 0.7050 + H_density = 0.7300 iter = 9 - elapsed = 5.6800e-03 - tTotal = 0.046050 - subIterW = 30 - subIterH = 29 - relError = 0.2656 + elapsed = 4.6630e-03 + tTotal = 0.044314 + subIterW = 27 + subIterH = 26 + relError = 0.2679 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 1.7597e-03 - SC2 = 1.4113e-03 - SC3 = 0.074939 - W_density = 0.7933 - H_density = 0.7100 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 1.7257e-03 + SC2 = 1.4082e-03 + SC3 = 0.071913 + W_density = 0.7967 + H_density = 0.7450 iter = 10 - elapsed = 5.4860e-03 - tTotal = 0.051536 - subIterW = 34 - subIterH = 32 - relError = 0.2639 + elapsed = 4.7760e-03 + tTotal = 0.049090 + subIterW = 27 + subIterH = 28 + relError = 0.2666 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 1.4402e-03 - SC2 = 1.1406e-03 - SC3 = 0.063886 - W_density = 0.7867 - H_density = 0.7200 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 1.4330e-03 + SC2 = 1.1550e-03 + SC3 = 0.056513 + W_density = 0.7900 + H_density = 0.7500 iter = 11 - elapsed = 5.9160e-03 - tTotal = 0.057452 - subIterW = 32 - subIterH = 30 - relError = 0.2627 + elapsed = 4.7260e-03 + tTotal = 0.053816 + subIterW = 29 + subIterH = 28 + relError = 0.2656 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 1.1884e-03 - SC2 = 9.3407e-04 - SC3 = 0.047862 - W_density = 0.7800 - H_density = 0.7350 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 1.2116e-03 + SC2 = 9.6445e-04 + SC3 = 0.047289 + W_density = 0.7833 + H_density = 0.7500 iter = 12 - elapsed = 5.7780e-03 - tTotal = 0.063230 - subIterW = 35 - subIterH = 26 - relError = 0.2617 + elapsed = 4.9380e-03 + tTotal = 0.058754 + subIterW = 34 + subIterH = 27 + relError = 0.2649 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 9.7071e-04 - SC2 = 7.6492e-04 - SC3 = 0.038328 - W_density = 0.7800 - H_density = 0.7450 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 1.0425e-03 + SC2 = 8.2565e-04 + SC3 = 0.039492 + W_density = 0.7867 + H_density = 0.7600 iter = 13 - elapsed = 5.4580e-03 - tTotal = 0.068688 - subIterW = 34 - subIterH = 25 - relError = 0.2610 + elapsed = 4.7640e-03 + tTotal = 0.063518 + subIterW = 32 + subIterH = 24 + relError = 0.2643 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 8.0707e-04 - SC2 = 6.3436e-04 - SC3 = 0.030790 - W_density = 0.7800 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 9.2980e-04 + SC2 = 7.2711e-04 + SC3 = 0.035601 + W_density = 0.7767 H_density = 0.7500 iter = 14 - elapsed = 5.4710e-03 - tTotal = 0.074159 + elapsed = 4.3390e-03 + tTotal = 0.067857 subIterW = 33 subIterH = 25 - relError = 0.2604 + relError = 0.2636 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 6.8157e-04 - SC2 = 5.3299e-04 - SC3 = 0.027546 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 8.4979e-04 + SC2 = 6.6284e-04 + SC3 = 0.032703 W_density = 0.7800 H_density = 0.7550 iter = 15 - elapsed = 5.4520e-03 - tTotal = 0.079611 + elapsed = 4.1830e-03 + tTotal = 0.072040 subIterW = 32 - subIterH = 25 - relError = 0.2599 + subIterH = 22 + relError = 0.2629 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 5.8529e-04 - SC2 = 4.5418e-04 - SC3 = 0.023241 - W_density = 0.7700 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 8.0979e-04 + SC2 = 6.3002e-04 + SC3 = 0.029724 + W_density = 0.7767 H_density = 0.7650 iter = 16 - elapsed = 5.3840e-03 - tTotal = 0.084995 - subIterW = 34 - subIterH = 25 - relError = 0.2595 + elapsed = 4.1730e-03 + tTotal = 0.076213 + subIterW = 32 + subIterH = 20 + relError = 0.2619 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 5.0608e-04 - SC2 = 3.9373e-04 - SC3 = 0.019285 - W_density = 0.7667 - H_density = 0.7650 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 7.8589e-04 + SC2 = 6.0357e-04 + SC3 = 0.028781 + W_density = 0.7600 + H_density = 0.7700 iter = 17 - elapsed = 4.6040e-03 - tTotal = 0.089599 - subIterW = 33 - subIterH = 26 - relError = 0.2592 + elapsed = 4.6970e-03 + tTotal = 0.080910 + subIterW = 34 + subIterH = 20 + relError = 0.2609 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 4.4679e-04 - SC2 = 3.4581e-04 - SC3 = 0.016620 - W_density = 0.7667 - H_density = 0.7600 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 7.5842e-04 + SC2 = 5.7489e-04 + SC3 = 0.027261 + W_density = 0.7500 + H_density = 0.7650 iter = 18 - elapsed = 4.4390e-03 - tTotal = 0.094038 - subIterW = 30 - subIterH = 26 - relError = 0.2589 + elapsed = 5.0890e-03 + tTotal = 0.085999 + subIterW = 37 + subIterH = 25 + relError = 0.2598 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 4.0026e-04 - SC2 = 3.1060e-04 - SC3 = 0.015125 - W_density = 0.7700 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 7.2028e-04 + SC2 = 5.4597e-04 + SC3 = 0.025445 + W_density = 0.7500 H_density = 0.7650 iter = 19 - elapsed = 4.4610e-03 - tTotal = 0.098499 - subIterW = 30 - subIterH = 26 + elapsed = 5.2820e-03 + tTotal = 0.091281 + subIterW = 40 + subIterH = 24 relError = 0.2586 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 3.6550e-04 - SC2 = 2.8363e-04 - SC3 = 0.012778 - W_density = 0.7700 - H_density = 0.7650 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 6.6201e-04 + SC2 = 5.0180e-04 + SC3 = 0.022790 + W_density = 0.7500 + H_density = 0.7600 iter = 20 - elapsed = 4.4690e-03 - tTotal = 0.1030 - subIterW = 30 - subIterH = 25 - relError = 0.2584 + elapsed = 4.8610e-03 + tTotal = 0.096142 + subIterW = 35 + subIterH = 24 + relError = 0.2577 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 3.3376e-04 - SC2 = 2.5900e-04 - SC3 = 0.011508 - W_density = 0.7700 - H_density = 0.7600 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 6.1120e-04 + SC2 = 4.6207e-04 + SC3 = 0.022365 + W_density = 0.7433 + H_density = 0.7650 iter = 21 - elapsed = 5.5140e-03 - tTotal = 0.1085 - subIterW = 28 - subIterH = 27 - relError = 0.2582 + elapsed = 4.8000e-03 + tTotal = 0.1009 + subIterW = 35 + subIterH = 22 + relError = 0.2569 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 3.0320e-04 - SC2 = 2.3468e-04 - SC3 = 0.010217 - W_density = 0.7700 - H_density = 0.7600 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 5.6376e-04 + SC2 = 4.2958e-04 + SC3 = 0.020232 + W_density = 0.7467 + H_density = 0.7650 iter = 22 - elapsed = 5.4980e-03 - tTotal = 0.1140 - subIterW = 28 - subIterH = 25 - relError = 0.2580 + elapsed = 4.9350e-03 + tTotal = 0.1059 + subIterW = 37 + subIterH = 22 + relError = 0.2561 toshow = scalar structure containing the fields: - initGrNormW = 386.92 - initGrNormH = 464.44 - initNorm = 13.925 - SC1 = 2.7840e-04 - SC2 = 2.1437e-04 - SC3 = 9.3593e-03 - W_density = 0.7667 - H_density = 0.7550 + initGrNormW = 377.81 + initGrNormH = 461.94 + initNorm = 14.371 + SC1 = 5.2160e-04 + SC2 = 3.9954e-04 + SC3 = 0.019556 + W_density = 0.7533 + H_density = 0.7700 iter = 23 - elapsed = 5.8170e-03 - tTotal = 0.1198 - subIterW = 32 - subIterH = 25 - relError = 0.2579 + elapsed = 4.4570e-03 + tTotal = 0.1103 + subIterW = 36 + subIterH = 22 + relError = 0.2553 Stop: tolerance reached. final = @@ -3911,19 +3947,19 @@ scalar structure containing the fields: iterations = 23 - elapsed_total = 0.1198 - relative_error = 0.2579 - W_density = 0.7667 - H_density = 0.7550 + elapsed_total = 0.1103 + relative_error = 0.2553 + W_density = 0.7533 + H_density = 0.7700 ***** test [W,H,iter,HIS]=nmf_bpas(A,k,'verbose','type','sparse'); - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 1.3235 - SC2 = 661.77 - SC3 = 0.5108 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 1.0526 + SC2 = 526.31 + SC3 = 0.4769 W_density = 1 H_density = 1 par = @@ -3934,8 +3970,8 @@ n = 20 type = sparse nnls_solver = bp - alpha = 0.4932 - beta = 0.4932 + alpha = 0.5100 + beta = 0.5100 max_iter = 100 min_iter = 20 max_time = 1000 @@ -3947,496 +3983,458 @@ scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 0.020800 - SC2 = 0.019884 - SC3 = 1.6134 - W_density = 0.9667 - H_density = 0.5650 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 0.024989 + SC2 = 0.022790 + SC3 = 1.6513 + W_density = 0.9533 + H_density = 0.6250 iter = 1 - elapsed = 5.2730e-03 - tTotal = 5.2730e-03 - subIterW = 6 - subIterH = 32 - relError = 0.4316 + elapsed = 6.0080e-03 + tTotal = 6.0080e-03 + subIterW = 5 + subIterH = 38 + relError = 0.4150 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 0.010252 - SC2 = 8.4070e-03 - SC3 = 0.7444 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 0.011396 + SC2 = 9.5044e-03 + SC3 = 0.7484 W_density = 0.9133 - H_density = 0.3450 + H_density = 0.3900 iter = 2 - elapsed = 7.0480e-03 - tTotal = 0.012321 - subIterW = 10 - subIterH = 33 - relError = 0.3536 + elapsed = 5.7110e-03 + tTotal = 0.011719 + subIterW = 9 + subIterH = 29 + relError = 0.3458 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 6.3387e-03 - SC2 = 4.3991e-03 - SC3 = 0.4716 - W_density = 0.8267 - H_density = 0.3200 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 7.0594e-03 + SC2 = 5.1251e-03 + SC3 = 0.4582 + W_density = 0.8567 + H_density = 0.3350 iter = 3 - elapsed = 4.9920e-03 - tTotal = 0.017313 - subIterW = 7 + elapsed = 4.3810e-03 + tTotal = 0.016100 + subIterW = 3 subIterH = 12 - relError = 0.3318 + relError = 0.3295 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 4.0945e-03 - SC2 = 2.7270e-03 - SC3 = 0.2963 - W_density = 0.8200 - H_density = 0.3000 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 4.6082e-03 + SC2 = 3.1520e-03 + SC3 = 0.3018 + W_density = 0.8500 + H_density = 0.3100 iter = 4 - elapsed = 4.6250e-03 - tTotal = 0.021938 - subIterW = 5 + elapsed = 3.9480e-03 + tTotal = 0.020048 + subIterW = 2 subIterH = 8 - relError = 0.3232 + relError = 0.3218 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 3.2153e-03 - SC2 = 2.0192e-03 - SC3 = 0.2518 - W_density = 0.8133 - H_density = 0.2800 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 3.3372e-03 + SC2 = 2.1826e-03 + SC3 = 0.2135 + W_density = 0.8433 + H_density = 0.2950 iter = 5 - elapsed = 4.3210e-03 - tTotal = 0.026259 - subIterW = 4 - subIterH = 4 - relError = 0.3205 + elapsed = 3.2320e-03 + tTotal = 0.023280 + subIterW = 2 + subIterH = 5 + relError = 0.3179 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 2.6127e-03 - SC2 = 1.5990e-03 - SC3 = 0.2033 - W_density = 0.8067 - H_density = 0.2600 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 2.8720e-03 + SC2 = 1.8094e-03 + SC3 = 0.1827 + W_density = 0.8267 + H_density = 0.2850 iter = 6 - elapsed = 3.7170e-03 - tTotal = 0.029976 - subIterW = 2 + elapsed = 3.2540e-03 + tTotal = 0.026534 + subIterW = 3 subIterH = 3 - relError = 0.3213 + relError = 0.3161 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 2.3697e-03 - SC2 = 1.4171e-03 - SC3 = 0.1656 - W_density = 0.7933 - H_density = 0.2650 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 2.7794e-03 + SC2 = 1.7510e-03 + SC3 = 0.1775 + W_density = 0.8267 + H_density = 0.2900 iter = 7 - elapsed = 3.6970e-03 - tTotal = 0.033673 - subIterW = 2 - subIterH = 5 - relError = 0.3243 + elapsed = 3.8780e-03 + tTotal = 0.030412 + subIterW = 3 + subIterH = 2 + relError = 0.3156 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 1.9656e-03 - SC2 = 1.0653e-03 - SC3 = 0.1275 - W_density = 0.7167 - H_density = 0.2450 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 2.7423e-03 + SC2 = 1.6728e-03 + SC3 = 0.1848 + W_density = 0.8100 + H_density = 0.2700 iter = 8 - elapsed = 3.7510e-03 - tTotal = 0.037424 + elapsed = 3.5320e-03 + tTotal = 0.033944 subIterW = 4 - subIterH = 4 - relError = 0.3263 + subIterH = 6 + relError = 0.3166 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 1.5947e-03 - SC2 = 8.3880e-04 - SC3 = 0.1160 - W_density = 0.7067 - H_density = 0.2450 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 2.4279e-03 + SC2 = 1.4519e-03 + SC3 = 0.1696 + W_density = 0.8067 + H_density = 0.2550 iter = 9 - elapsed = 3.5710e-03 - tTotal = 0.040995 - subIterW = 3 + elapsed = 3.3950e-03 + tTotal = 0.037339 + subIterW = 4 subIterH = 3 - relError = 0.3270 + relError = 0.3195 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 1.4301e-03 - SC2 = 7.4650e-04 - SC3 = 0.1048 - W_density = 0.7033 - H_density = 0.2500 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 1.8012e-03 + SC2 = 9.9068e-04 + SC3 = 0.1146 + W_density = 0.7333 + H_density = 0.2550 iter = 10 - elapsed = 3.2120e-03 - tTotal = 0.044207 - subIterW = 0 - subIterH = 0 - relError = 0.3278 + elapsed = 3.3430e-03 + tTotal = 0.040682 + subIterW = 3 + subIterH = 3 + relError = 0.3215 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 1.4234e-03 - SC2 = 7.4018e-04 - SC3 = 0.098731 - W_density = 0.6967 - H_density = 0.2500 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 1.5738e-03 + SC2 = 8.5927e-04 + SC3 = 0.095876 + W_density = 0.7233 + H_density = 0.2600 iter = 11 - elapsed = 2.5870e-03 - tTotal = 0.046794 - subIterW = 2 + elapsed = 3.0430e-03 + tTotal = 0.043725 + subIterW = 3 subIterH = 0 - relError = 0.3288 + relError = 0.3223 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 1.4819e-03 - SC2 = 7.5875e-04 - SC3 = 0.1017 - W_density = 0.6867 - H_density = 0.2450 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 1.3921e-03 + SC2 = 7.6286e-04 + SC3 = 0.084432 + W_density = 0.7200 + H_density = 0.2600 iter = 12 - elapsed = 3.4990e-03 - tTotal = 0.050293 - subIterW = 3 - subIterH = 0 - relError = 0.3299 + elapsed = 2.9860e-03 + tTotal = 0.046711 + subIterW = 0 + subIterH = 1 + relError = 0.3227 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 1.5324e-03 - SC2 = 7.7848e-04 - SC3 = 0.1037 - W_density = 0.6800 - H_density = 0.2400 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 1.3747e-03 + SC2 = 7.4234e-04 + SC3 = 0.088609 + W_density = 0.7133 + H_density = 0.2500 iter = 13 - elapsed = 3.5260e-03 - tTotal = 0.053819 - subIterW = 2 - subIterH = 0 - relError = 0.3312 + elapsed = 3.2000e-03 + tTotal = 0.049911 + subIterW = 3 + subIterH = 2 + relError = 0.3229 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 1.6382e-03 - SC2 = 8.2892e-04 - SC3 = 0.036440 - W_density = 0.6800 - H_density = 0.2400 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 1.4601e-03 + SC2 = 7.8552e-04 + SC3 = 0.091656 + W_density = 0.7167 + H_density = 0.2350 iter = 14 - elapsed = 2.8530e-03 - tTotal = 0.056672 - subIterW = 0 - subIterH = 2 - relError = 0.3328 + elapsed = 3.1980e-03 + tTotal = 0.053109 + subIterW = 3 + subIterH = 3 + relError = 0.3224 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 1.7475e-03 - SC2 = 8.7723e-04 - SC3 = 0.1134 - W_density = 0.6733 - H_density = 0.2400 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 1.1764e-03 + SC2 = 6.2347e-04 + SC3 = 0.076135 + W_density = 0.7033 + H_density = 0.2450 iter = 15 - elapsed = 3.6620e-03 - tTotal = 0.060334 - subIterW = 2 - subIterH = 2 - relError = 0.3345 + elapsed = 3.2190e-03 + tTotal = 0.056328 + subIterW = 5 + subIterH = 3 + relError = 0.3219 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 1.8415e-03 - SC2 = 9.2076e-04 - SC3 = 0.041951 - W_density = 0.6733 - H_density = 0.2300 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 1.2444e-03 + SC2 = 6.6201e-04 + SC3 = 0.073487 + W_density = 0.7000 + H_density = 0.2600 iter = 16 - elapsed = 2.8560e-03 - tTotal = 0.063190 - subIterW = 0 - subIterH = 2 - relError = 0.3363 + elapsed = 3.2380e-03 + tTotal = 0.059566 + subIterW = 3 + subIterH = 3 + relError = 0.3214 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 1.8658e-03 - SC2 = 9.2544e-04 - SC3 = 0.1170 - W_density = 0.6700 - H_density = 0.2300 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 1.3646e-03 + SC2 = 7.2324e-04 + SC3 = 0.069266 + W_density = 0.6967 + H_density = 0.2650 iter = 17 - elapsed = 3.6060e-03 - tTotal = 0.066796 + elapsed = 2.9330e-03 + tTotal = 0.062499 subIterW = 0 - subIterH = 2 - relError = 0.3379 + subIterH = 0 + relError = 0.3211 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 1.8003e-03 - SC2 = 8.8574e-04 - SC3 = 0.033838 - W_density = 0.6700 - H_density = 0.2250 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 1.0335e-03 + SC2 = 5.5190e-04 + SC3 = 0.058074 + W_density = 0.7067 + H_density = 0.2650 iter = 18 - elapsed = 2.8700e-03 - tTotal = 0.069666 - subIterW = 0 + elapsed = 3.2500e-03 + tTotal = 0.065749 + subIterW = 2 subIterH = 3 - relError = 0.3394 + relError = 0.3206 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 1.6844e-03 - SC2 = 8.1863e-04 - SC3 = 0.1076 - W_density = 0.6667 - H_density = 0.2050 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 9.1118e-04 + SC2 = 4.8293e-04 + SC3 = 0.052702 + W_density = 0.7033 + H_density = 0.2550 iter = 19 - elapsed = 3.5350e-03 - tTotal = 0.073201 + elapsed = 3.0120e-03 + tTotal = 0.068761 subIterW = 0 subIterH = 2 - relError = 0.3403 + relError = 0.3202 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 1.5451e-03 - SC2 = 7.4166e-04 - SC3 = 0.096739 - W_density = 0.6567 - H_density = 0.2050 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 8.5246e-04 + SC2 = 4.5010e-04 + SC3 = 0.050810 + W_density = 0.7033 + H_density = 0.2550 iter = 20 - elapsed = 2.7960e-03 - tTotal = 0.075997 - subIterW = 3 + elapsed = 2.4550e-03 + tTotal = 0.071216 + subIterW = 2 subIterH = 0 - relError = 0.3412 + relError = 0.3200 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 1.3637e-03 - SC2 = 6.4092e-04 - SC3 = 0.087019 - W_density = 0.6433 - H_density = 0.2050 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 8.3201e-04 + SC2 = 4.3597e-04 + SC3 = 0.049542 + W_density = 0.7000 + H_density = 0.2550 iter = 21 - elapsed = 2.7910e-03 - tTotal = 0.078788 - subIterW = 4 - subIterH = 0 - relError = 0.3421 + elapsed = 3.0420e-03 + tTotal = 0.074258 + subIterW = 0 + subIterH = 2 + relError = 0.3200 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 1.1825e-03 - SC2 = 5.4396e-04 - SC3 = 0.076676 - W_density = 0.6300 - H_density = 0.2000 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 7.6768e-04 + SC2 = 4.0380e-04 + SC3 = 0.046211 + W_density = 0.7067 + H_density = 0.2500 iter = 22 - elapsed = 3.6910e-03 - tTotal = 0.082479 - subIterW = 4 + elapsed = 3.1360e-03 + tTotal = 0.077394 + subIterW = 1 subIterH = 0 - relError = 0.3430 + relError = 0.3199 toshow = scalar structure containing the fields: - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 9.3041e-04 - SC2 = 4.2613e-04 - SC3 = 0.056732 - W_density = 0.6267 - H_density = 0.2000 + initGrNormW = 322.32 + initGrNormH = 416.06 + initNorm = 14.371 + SC1 = 7.5008e-04 + SC2 = 3.9454e-04 + SC3 = 0.043159 + W_density = 0.7067 + H_density = 0.2450 iter = 23 - elapsed = 2.8590e-03 - tTotal = 0.085338 - subIterW = 0 - subIterH = 0 - relError = 0.3437 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 6.6713e-04 - SC2 = 3.0288e-04 - SC3 = 0.013495 - W_density = 0.6267 - H_density = 0.1950 - iter = 24 - elapsed = 2.9190e-03 - tTotal = 0.088257 - subIterW = 0 - subIterH = 0 - relError = 0.3442 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 421.05 - initGrNormH = 510.55 - initNorm = 13.925 - SC1 = 4.8168e-04 - SC2 = 2.1772e-04 - SC3 = 0.032343 - W_density = 0.6233 - H_density = 0.1950 - iter = 25 - elapsed = 2.8770e-03 - tTotal = 0.091134 - subIterW = 0 + elapsed = 3.0840e-03 + tTotal = 0.080478 + subIterW = 2 subIterH = 0 - relError = 0.3446 + relError = 0.3199 Stop: tolerance reached. final = scalar structure containing the fields: - iterations = 25 - elapsed_total = 0.091134 - relative_error = 0.3446 - W_density = 0.6233 - H_density = 0.1950 + iterations = 23 + elapsed_total = 0.080478 + relative_error = 0.3199 + W_density = 0.7067 + H_density = 0.2450 ***** test [W,H,iter,HIS]=nmf_bpas(A,k,'verbose','type','sparse','nnlssolver','bp','alpha',1.1,'beta',1.3); - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 1.4409 - SC2 = 720.47 - SC3 = 0.5131 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 1.2711 + SC2 = 635.54 + SC3 = 0.4912 W_density = 1 H_density = 1 par = @@ -4460,458 +4458,591 @@ scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 0.026415 - SC2 = 0.021766 - SC3 = 1.9330 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 0.026908 + SC2 = 0.024863 + SC3 = 2.1124 W_density = 0.9800 - H_density = 0.4800 + H_density = 0.5900 iter = 1 - elapsed = 6.6240e-03 - tTotal = 6.6240e-03 - subIterW = 4 - subIterH = 37 - relError = 0.5429 + elapsed = 5.5300e-03 + tTotal = 5.5300e-03 + subIterW = 1 + subIterH = 32 + relError = 0.5395 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 0.019967 - SC2 = 6.4692e-03 - SC3 = 0.9863 - W_density = 0.4100 - H_density = 0.1800 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 0.011006 + SC2 = 6.2076e-03 + SC3 = 0.6686 + W_density = 0.6767 + H_density = 0.2550 iter = 2 - elapsed = 7.7320e-03 - tTotal = 0.014356 - subIterW = 9 - subIterH = 25 - relError = 0.4759 + elapsed = 7.1430e-03 + tTotal = 0.012673 + subIterW = 4 + subIterH = 42 + relError = 0.4392 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 0.021451 - SC2 = 3.7754e-03 - SC3 = 0.3420 - W_density = 0.2000 - H_density = 0.1400 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 0.010225 + SC2 = 4.7443e-03 + SC3 = 0.5137 + W_density = 0.5800 + H_density = 0.2350 iter = 3 - elapsed = 2.9690e-03 - tTotal = 0.017325 - subIterW = 0 - subIterH = 3 - relError = 0.4722 + elapsed = 4.4310e-03 + tTotal = 0.017104 + subIterW = 4 + subIterH = 11 + relError = 0.4309 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 0.019649 - SC2 = 3.2617e-03 - SC3 = 0.5369 - W_density = 0.1900 - H_density = 0.1300 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 0.010108 + SC2 = 3.8411e-03 + SC3 = 0.4576 + W_density = 0.4667 + H_density = 0.2200 iter = 4 - elapsed = 2.6780e-03 - tTotal = 0.020003 - subIterW = 1 - subIterH = 1 - relError = 0.4740 + elapsed = 3.5020e-03 + tTotal = 0.020606 + subIterW = 2 + subIterH = 7 + relError = 0.4301 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 0.016033 - SC2 = 2.3408e-03 - SC3 = 0.2574 - W_density = 0.1667 - H_density = 0.1150 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 0.010360 + SC2 = 3.3152e-03 + SC3 = 0.4854 + W_density = 0.3933 + H_density = 0.1800 iter = 5 - elapsed = 2.6970e-03 - tTotal = 0.022700 - subIterW = 2 - subIterH = 1 - relError = 0.4782 + elapsed = 3.2240e-03 + tTotal = 0.023830 + subIterW = 1 + subIterH = 7 + relError = 0.4295 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 4.7290e-03 - SC2 = 4.7290e-04 - SC3 = 0.1116 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 8.5350e-03 + SC2 = 2.5776e-03 + SC3 = 0.3631 + W_density = 0.3667 + H_density = 0.1750 iter = 6 - elapsed = 1.8820e-03 - tTotal = 0.024582 - subIterW = 0 - subIterH = 1 - relError = 0.4788 + elapsed = 2.5690e-03 + tTotal = 0.026399 + subIterW = 2 + subIterH = 6 + relError = 0.4322 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 2.9846e-03 - SC2 = 2.9846e-04 - SC3 = 0.066394 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 7.5225e-03 + SC2 = 1.8957e-03 + SC3 = 0.1217 + W_density = 0.3000 + H_density = 0.1700 iter = 7 - elapsed = 8.4100e-04 - tTotal = 0.025423 + elapsed = 1.8110e-03 + tTotal = 0.028210 subIterW = 0 - subIterH = 0 - relError = 0.4786 + subIterH = 5 + relError = 0.4334 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 1.9276e-03 - SC2 = 1.9276e-04 - SC3 = 0.050016 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 8.3987e-03 + SC2 = 2.0661e-03 + SC3 = 0.3099 + W_density = 0.2933 + H_density = 0.1700 iter = 8 - elapsed = 9.0700e-04 - tTotal = 0.026330 - subIterW = 0 - subIterH = 0 - relError = 0.4785 + elapsed = 2.3820e-03 + tTotal = 0.030592 + subIterW = 1 + subIterH = 2 + relError = 0.4344 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 1.2469e-03 - SC2 = 1.2469e-04 - SC3 = 0.027731 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 9.3744e-03 + SC2 = 2.2686e-03 + SC3 = 0.3397 + W_density = 0.2867 + H_density = 0.1600 iter = 9 - elapsed = 8.2800e-04 - tTotal = 0.027158 - subIterW = 0 - subIterH = 0 - relError = 0.4784 + elapsed = 2.4090e-03 + tTotal = 0.033001 + subIterW = 1 + subIterH = 2 + relError = 0.4369 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 8.0732e-04 - SC2 = 8.0732e-05 - SC3 = 0.019337 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 0.011707 + SC2 = 2.8331e-03 + SC3 = 0.3642 + W_density = 0.2833 + H_density = 0.1650 iter = 10 - elapsed = 9.3000e-04 - tTotal = 0.028088 + elapsed = 2.1550e-03 + tTotal = 0.035156 subIterW = 0 subIterH = 0 - relError = 0.4783 + relError = 0.4409 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 5.2305e-04 - SC2 = 5.2305e-05 - SC3 = 0.010507 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 7.8110e-03 + SC2 = 1.7184e-03 + SC3 = 0.2628 + W_density = 0.2633 + H_density = 0.1400 iter = 11 - elapsed = 8.1400e-04 - tTotal = 0.028902 - subIterW = 0 - subIterH = 0 - relError = 0.4783 + elapsed = 2.9880e-03 + tTotal = 0.038144 + subIterW = 2 + subIterH = 3 + relError = 0.4431 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 3.3902e-04 - SC2 = 3.3902e-05 - SC3 = 8.7966e-03 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 6.7472e-03 + SC2 = 1.4169e-03 + SC3 = 0.1830 + W_density = 0.2533 + H_density = 0.1400 iter = 12 - elapsed = 8.7000e-04 - tTotal = 0.029772 - subIterW = 0 - subIterH = 0 - relError = 0.4782 + elapsed = 2.2230e-03 + tTotal = 0.040367 + subIterW = 1 + subIterH = 2 + relError = 0.4459 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 2.1979e-04 - SC2 = 2.1979e-05 - SC3 = 5.2643e-03 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 4.0071e-03 + SC2 = 7.1326e-04 + SC3 = 0.083274 + W_density = 0.2000 + H_density = 0.1400 iter = 13 - elapsed = 8.5900e-04 - tTotal = 0.030631 + elapsed = 1.5490e-03 + tTotal = 0.041916 subIterW = 0 - subIterH = 0 - relError = 0.4782 + subIterH = 2 + relError = 0.4461 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 1.4252e-04 - SC2 = 1.4252e-05 - SC3 = 3.8587e-03 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 4.0866e-03 + SC2 = 7.2741e-04 + SC3 = 0.075268 + W_density = 0.2000 + H_density = 0.1400 iter = 14 - elapsed = 9.6500e-04 - tTotal = 0.031596 + elapsed = 8.2400e-04 + tTotal = 0.042740 subIterW = 0 subIterH = 0 - relError = 0.4782 + relError = 0.4461 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 9.2421e-05 - SC2 = 9.2421e-06 - SC3 = 2.2136e-03 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 4.3216e-03 + SC2 = 7.6925e-04 + SC3 = 0.095473 + W_density = 0.2000 + H_density = 0.1450 iter = 15 - elapsed = 8.1200e-04 - tTotal = 0.032408 + elapsed = 1.4160e-03 + tTotal = 0.044156 subIterW = 0 subIterH = 0 - relError = 0.4782 + relError = 0.4463 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 5.9938e-05 - SC2 = 5.9938e-06 - SC3 = 1.4356e-03 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 4.7407e-03 + SC2 = 8.5332e-04 + SC3 = 0.082117 + W_density = 0.2000 + H_density = 0.1450 iter = 16 - elapsed = 8.8600e-04 - tTotal = 0.033294 + elapsed = 8.1700e-04 + tTotal = 0.044973 subIterW = 0 subIterH = 0 - relError = 0.4782 + relError = 0.4467 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 3.8874e-05 - SC2 = 3.8874e-06 - SC3 = 8.3477e-04 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 5.4505e-03 + SC2 = 9.8109e-04 + SC3 = 0.085287 + W_density = 0.2000 + H_density = 0.1450 iter = 17 - elapsed = 8.4300e-04 - tTotal = 0.034137 + elapsed = 7.5500e-04 + tTotal = 0.045728 subIterW = 0 subIterH = 0 - relError = 0.4782 + relError = 0.4472 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 2.5213e-05 - SC2 = 2.5213e-06 - SC3 = 6.0390e-04 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 6.5275e-03 + SC2 = 1.1619e-03 + SC3 = 0.2170 + W_density = 0.1967 + H_density = 0.1500 iter = 18 - elapsed = 8.6200e-04 - tTotal = 0.034999 + elapsed = 2.0480e-03 + tTotal = 0.047776 subIterW = 0 subIterH = 0 - relError = 0.4782 + relError = 0.4479 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 1.6353e-05 - SC2 = 1.6353e-06 - SC3 = 3.9169e-04 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 7.5274e-03 + SC2 = 1.3248e-03 + SC3 = 0.2437 + W_density = 0.1933 + H_density = 0.1500 iter = 19 - elapsed = 8.5200e-04 - tTotal = 0.035851 + elapsed = 1.3510e-03 + tTotal = 0.049127 subIterW = 0 subIterH = 0 - relError = 0.4782 + relError = 0.4491 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 1.0607e-05 - SC2 = 1.0607e-06 - SC3 = 2.6421e-04 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 8.4477e-03 + SC2 = 1.4868e-03 + SC3 = 0.1642 + W_density = 0.1933 + H_density = 0.1500 + iter = 20 + elapsed = 7.7800e-04 + tTotal = 0.049905 + subIterW = 0 + subIterH = 0 + relError = 0.4510 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 9.3940e-03 + SC2 = 1.6346e-03 + SC3 = 0.1693 + W_density = 0.1933 + H_density = 0.1450 + iter = 21 + elapsed = 1.3770e-03 + tTotal = 0.051282 + subIterW = 0 + subIterH = 0 + relError = 0.4536 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 0.010237 + SC2 = 1.7402e-03 + SC3 = 0.3208 + W_density = 0.1900 + H_density = 0.1400 + iter = 22 + elapsed = 2.0320e-03 + tTotal = 0.053314 + subIterW = 0 + subIterH = 0 + relError = 0.4570 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 0.011235 + SC2 = 1.8201e-03 + SC3 = 0.3511 + W_density = 0.1800 + H_density = 0.1350 + iter = 23 + elapsed = 2.1920e-03 + tTotal = 0.055506 + subIterW = 1 + subIterH = 0 + relError = 0.4617 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 0.013892 + SC2 = 2.1671e-03 + SC3 = 0.3265 + W_density = 0.1733 + H_density = 0.1300 + iter = 24 + elapsed = 2.1690e-03 + tTotal = 0.057675 + subIterW = 1 + subIterH = 0 + relError = 0.4682 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 0.013347 + SC2 = 1.8952e-03 + SC3 = 0.1772 + W_density = 0.1600 + H_density = 0.1150 + iter = 25 + elapsed = 2.2110e-03 + tTotal = 0.059886 + subIterW = 2 + subIterH = 1 + relError = 0.4740 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 8.4760e-03 + SC2 = 1.1358e-03 + SC3 = 0.067396 + W_density = 0.1533 + H_density = 0.1050 + iter = 26 + elapsed = 2.1500e-03 + tTotal = 0.062036 + subIterW = 1 + subIterH = 1 + relError = 0.4772 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 1.4874e-03 + SC2 = 1.4874e-04 + SC3 = 0.036463 W_density = 0.1000 H_density = 0.1000 - iter = 20 - elapsed = 8.6100e-04 - tTotal = 0.036712 + iter = 27 + elapsed = 1.5040e-03 + tTotal = 0.063540 subIterW = 0 subIterH = 0 - relError = 0.4782 + relError = 0.4775 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 6.8798e-06 - SC2 = 6.8798e-07 - SC3 = 1.6478e-04 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 9.5743e-04 + SC2 = 9.5743e-05 + SC3 = 0.022980 W_density = 0.1000 H_density = 0.1000 - iter = 21 - elapsed = 8.4400e-04 - tTotal = 0.037556 + iter = 28 + elapsed = 7.6600e-04 + tTotal = 0.064306 subIterW = 0 subIterH = 0 - relError = 0.4782 + relError = 0.4774 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 4.4623e-06 - SC2 = 4.4623e-07 - SC3 = 1.1115e-04 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 6.2965e-04 + SC2 = 6.2965e-05 + SC3 = 0.016490 W_density = 0.1000 H_density = 0.1000 - iter = 22 - elapsed = 9.6500e-04 - tTotal = 0.038521 + iter = 29 + elapsed = 7.8500e-04 + tTotal = 0.065091 subIterW = 0 subIterH = 0 - relError = 0.4782 + relError = 0.4774 toshow = scalar structure containing the fields: - initGrNormW = 407.49 - initGrNormH = 594.16 - initNorm = 13.925 - SC1 = 2.8944e-06 - SC2 = 2.8944e-07 - SC3 = 7.5101e-05 + initGrNormW = 358.65 + initGrNormH = 524.68 + initNorm = 14.371 + SC1 = 4.1429e-04 + SC2 = 4.1429e-05 + SC3 = 8.8406e-03 W_density = 0.1000 H_density = 0.1000 - iter = 23 - elapsed = 9.2600e-04 - tTotal = 0.039447 + iter = 30 + elapsed = 7.5600e-04 + tTotal = 0.065847 subIterW = 0 subIterH = 0 - relError = 0.4782 + relError = 0.4774 Stop: tolerance reached. final = scalar structure containing the fields: - iterations = 23 - elapsed_total = 0.039447 - relative_error = 0.4782 + iterations = 30 + elapsed_total = 0.065847 + relative_error = 0.4774 W_density = 0.1000 H_density = 0.1000 ***** test [W,H,iter,HIS]=nmf_bpas(A,k,'verbose','type','plain','winit',rand(m,k)); - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 1.1359 - SC2 = 567.96 - SC3 = 0.4957 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.0874 + SC2 = 543.71 + SC3 = 0.4900 W_density = 1 H_density = 1 par = @@ -4922,8 +5053,8 @@ n = 20 type = plain nnls_solver = bp - alpha = 0.4932 - beta = 0.4932 + alpha = 0.5100 + beta = 0.5100 max_iter = 100 min_iter = 20 max_time = 1000 @@ -4935,449 +5066,810 @@ scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 0.013824 - SC2 = 0.010285 - SC3 = 0.4664 - W_density = 0.7400 - H_density = 0.6250 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 0.014266 + SC2 = 0.010414 + SC3 = 0.5457 + W_density = 0.7567 + H_density = 0.5950 iter = 1 - elapsed = 8.7030e-03 - tTotal = 8.7030e-03 - subIterW = 37 - subIterH = 35 - relError = 0.3268 + elapsed = 7.9020e-03 + tTotal = 7.9020e-03 + subIterW = 39 + subIterH = 31 + relError = 0.3226 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 7.6372e-03 - SC2 = 5.4682e-03 - SC3 = 0.2967 - W_density = 0.7300 - H_density = 0.6350 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 9.7417e-03 + SC2 = 6.7997e-03 + SC3 = 0.3697 + W_density = 0.7233 + H_density = 0.6200 iter = 2 - elapsed = 6.9440e-03 - tTotal = 0.015647 - subIterW = 12 - subIterH = 24 - relError = 0.2868 + elapsed = 6.5300e-03 + tTotal = 0.014432 + subIterW = 20 + subIterH = 17 + relError = 0.2757 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 5.0636e-03 - SC2 = 3.6053e-03 - SC3 = 0.2217 - W_density = 0.7433 - H_density = 0.6450 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 6.0689e-03 + SC2 = 4.1754e-03 + SC3 = 0.2671 + W_density = 0.7100 + H_density = 0.6300 iter = 3 - elapsed = 4.7920e-03 - tTotal = 0.020439 - subIterW = 9 - subIterH = 12 - relError = 0.2718 + elapsed = 5.2070e-03 + tTotal = 0.019639 + subIterW = 14 + subIterH = 10 + relError = 0.2584 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 4.4465e-03 - SC2 = 3.1570e-03 - SC3 = 0.2083 - W_density = 0.7500 - H_density = 0.6250 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 4.2567e-03 + SC2 = 2.8775e-03 + SC3 = 0.1920 + W_density = 0.7067 + H_density = 0.6100 iter = 4 - elapsed = 4.8220e-03 - tTotal = 0.025261 - subIterW = 11 - subIterH = 9 - relError = 0.2630 + elapsed = 4.7310e-03 + tTotal = 0.024370 + subIterW = 8 + subIterH = 6 + relError = 0.2510 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 4.0182e-03 - SC2 = 2.8449e-03 - SC3 = 0.1838 - W_density = 0.7500 - H_density = 0.6200 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 3.2750e-03 + SC2 = 2.1877e-03 + SC3 = 0.1337 + W_density = 0.6933 + H_density = 0.6250 iter = 5 - elapsed = 5.2300e-03 - tTotal = 0.030491 - subIterW = 5 + elapsed = 4.7180e-03 + tTotal = 0.029088 + subIterW = 4 subIterH = 7 - relError = 0.2555 + relError = 0.2474 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 3.3626e-03 - SC2 = 2.3605e-03 - SC3 = 0.1532 - W_density = 0.7433 - H_density = 0.6300 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 2.6918e-03 + SC2 = 1.7874e-03 + SC3 = 0.1083 + W_density = 0.6900 + H_density = 0.6150 iter = 6 - elapsed = 4.6930e-03 - tTotal = 0.035184 - subIterW = 10 - subIterH = 6 - relError = 0.2494 + elapsed = 4.6820e-03 + tTotal = 0.033770 + subIterW = 9 + subIterH = 4 + relError = 0.2451 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 2.6588e-03 - SC2 = 1.8346e-03 - SC3 = 0.1348 - W_density = 0.7433 - H_density = 0.5950 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 2.3213e-03 + SC2 = 1.5460e-03 + SC3 = 0.092768 + W_density = 0.6867 + H_density = 0.6250 iter = 7 - elapsed = 4.7180e-03 - tTotal = 0.039902 - subIterW = 9 - subIterH = 7 - relError = 0.2454 + elapsed = 3.9910e-03 + tTotal = 0.037761 + subIterW = 3 + subIterH = 3 + relError = 0.2434 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 2.3339e-03 - SC2 = 1.5870e-03 - SC3 = 0.1159 - W_density = 0.7267 - H_density = 0.6000 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.9215e-03 + SC2 = 1.2682e-03 + SC3 = 0.083586 + W_density = 0.6833 + H_density = 0.6100 iter = 8 - elapsed = 4.4590e-03 - tTotal = 0.044361 - subIterW = 5 - subIterH = 5 - relError = 0.2431 + elapsed = 4.1340e-03 + tTotal = 0.041895 + subIterW = 4 + subIterH = 7 + relError = 0.2421 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 2.0521e-03 - SC2 = 1.3831e-03 - SC3 = 0.1016 - W_density = 0.7233 - H_density = 0.5950 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.7058e-03 + SC2 = 1.1292e-03 + SC3 = 0.083209 + W_density = 0.6867 + H_density = 0.6150 iter = 9 - elapsed = 4.4570e-03 - tTotal = 0.048818 + elapsed = 4.0820e-03 + tTotal = 0.045977 subIterW = 3 - subIterH = 5 - relError = 0.2414 + subIterH = 4 + relError = 0.2411 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 1.9252e-03 - SC2 = 1.2822e-03 - SC3 = 0.094092 - W_density = 0.7100 - H_density = 0.5950 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.6854e-03 + SC2 = 1.1191e-03 + SC3 = 0.085855 + W_density = 0.6967 + H_density = 0.6100 iter = 10 - elapsed = 4.4020e-03 - tTotal = 0.053220 - subIterW = 4 - subIterH = 4 - relError = 0.2401 + elapsed = 4.0890e-03 + tTotal = 0.050066 + subIterW = 5 + subIterH = 5 + relError = 0.2402 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 1.7895e-03 - SC2 = 1.1882e-03 - SC3 = 0.091403 - W_density = 0.7167 - H_density = 0.5750 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.7874e-03 + SC2 = 1.1833e-03 + SC3 = 0.087396 + W_density = 0.6900 + H_density = 0.6150 iter = 11 - elapsed = 4.3230e-03 - tTotal = 0.057543 + elapsed = 3.7370e-03 + tTotal = 0.053803 subIterW = 2 - subIterH = 5 - relError = 0.2388 + subIterH = 0 + relError = 0.2393 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 1.6080e-03 - SC2 = 1.0613e-03 - SC3 = 0.085541 - W_density = 0.7167 - H_density = 0.5650 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.8827e-03 + SC2 = 1.2350e-03 + SC3 = 0.088781 + W_density = 0.6833 + H_density = 0.6100 iter = 12 - elapsed = 4.5070e-03 - tTotal = 0.062050 - subIterW = 5 - subIterH = 4 - relError = 0.2379 + elapsed = 3.9900e-03 + tTotal = 0.057793 + subIterW = 3 + subIterH = 5 + relError = 0.2384 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 1.5400e-03 - SC2 = 1.0072e-03 - SC3 = 0.080792 - W_density = 0.7100 - H_density = 0.5700 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.9409e-03 + SC2 = 1.2732e-03 + SC3 = 0.089456 + W_density = 0.6833 + H_density = 0.6050 iter = 13 - elapsed = 4.2990e-03 - tTotal = 0.066349 - subIterW = 4 - subIterH = 3 - relError = 0.2371 + elapsed = 3.8650e-03 + tTotal = 0.061658 + subIterW = 2 + subIterH = 4 + relError = 0.2374 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 1.4249e-03 - SC2 = 9.4043e-04 - SC3 = 0.073974 - W_density = 0.7133 - H_density = 0.5700 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 2.0019e-03 + SC2 = 1.3173e-03 + SC3 = 0.092068 + W_density = 0.6933 + H_density = 0.5950 iter = 14 - elapsed = 3.2930e-03 - tTotal = 0.069642 - subIterW = 0 - subIterH = 0 - relError = 0.2365 + elapsed = 3.8850e-03 + tTotal = 0.065543 + subIterW = 3 + subIterH = 3 + relError = 0.2364 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 1.3462e-03 - SC2 = 8.9390e-04 - SC3 = 0.068375 - W_density = 0.7133 - H_density = 0.5750 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.8731e-03 + SC2 = 1.2175e-03 + SC3 = 0.091799 + W_density = 0.6867 + H_density = 0.5950 iter = 15 - elapsed = 4.1350e-03 - tTotal = 0.073777 - subIterW = 3 - subIterH = 0 - relError = 0.2359 + elapsed = 3.9500e-03 + tTotal = 0.069493 + subIterW = 2 + subIterH = 5 + relError = 0.2354 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 1.3043e-03 - SC2 = 8.6864e-04 - SC3 = 0.065225 - W_density = 0.7167 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.7247e-03 + SC2 = 1.1176e-03 + SC3 = 0.084720 + W_density = 0.6800 H_density = 0.5900 iter = 16 - elapsed = 4.3670e-03 - tTotal = 0.078144 - subIterW = 3 - subIterH = 3 - relError = 0.2353 + elapsed = 3.7620e-03 + tTotal = 0.073255 + subIterW = 2 + subIterH = 0 + relError = 0.2346 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 1.2480e-03 - SC2 = 8.2369e-04 - SC3 = 0.064194 - W_density = 0.7133 - H_density = 0.5800 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.5438e-03 + SC2 = 9.9731e-04 + SC3 = 0.076078 + W_density = 0.6733 + H_density = 0.5900 iter = 17 - elapsed = 4.1090e-03 - tTotal = 0.082253 - subIterW = 0 - subIterH = 4 - relError = 0.2348 + elapsed = 3.1190e-03 + tTotal = 0.076374 + subIterW = 4 + subIterH = 0 + relError = 0.2340 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 1.1503e-03 - SC2 = 7.5687e-04 - SC3 = 0.058142 - W_density = 0.7067 - H_density = 0.5800 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.3817e-03 + SC2 = 8.8150e-04 + SC3 = 0.069190 + W_density = 0.6633 + H_density = 0.5900 iter = 18 - elapsed = 3.4160e-03 - tTotal = 0.085669 + elapsed = 4.5230e-03 + tTotal = 0.080897 + subIterW = 5 + subIterH = 2 + relError = 0.2335 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.2868e-03 + SC2 = 8.2869e-04 + SC3 = 0.065090 + W_density = 0.6667 + H_density = 0.5950 + iter = 19 + elapsed = 3.7680e-03 + tTotal = 0.084665 + subIterW = 3 + subIterH = 0 + relError = 0.2331 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.2650e-03 + SC2 = 8.1467e-04 + SC3 = 0.036357 + W_density = 0.6667 + H_density = 0.5950 + iter = 20 + elapsed = 2.3300e-03 + tTotal = 0.086995 + subIterW = 0 + subIterH = 0 + relError = 0.2328 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.2628e-03 + SC2 = 8.1578e-04 + SC3 = 0.062858 + W_density = 0.6700 + H_density = 0.5950 + iter = 21 + elapsed = 3.1650e-03 + tTotal = 0.090160 + subIterW = 3 + subIterH = 0 + relError = 0.2325 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.2849e-03 + SC2 = 8.3007e-04 + SC3 = 0.062416 + W_density = 0.6633 + H_density = 0.6100 + iter = 22 + elapsed = 4.1650e-03 + tTotal = 0.094325 subIterW = 4 + subIterH = 3 + relError = 0.2322 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.3014e-03 + SC2 = 8.4328e-04 + SC3 = 0.063391 + W_density = 0.6633 + H_density = 0.6200 + iter = 23 + elapsed = 4.1430e-03 + tTotal = 0.098468 + subIterW = 4 + subIterH = 2 + relError = 0.2319 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.3229e-03 + SC2 = 8.6250e-04 + SC3 = 0.064731 + W_density = 0.6667 + H_density = 0.6250 + iter = 24 + elapsed = 3.9770e-03 + tTotal = 0.1024 + subIterW = 3 subIterH = 0 - relError = 0.2344 + relError = 0.2316 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 1.0330e-03 - SC2 = 6.8384e-04 - SC3 = 0.052608 - W_density = 0.7133 - H_density = 0.5750 - iter = 19 - elapsed = 4.1880e-03 - tTotal = 0.089857 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.3548e-03 + SC2 = 8.9419e-04 + SC3 = 0.066694 + W_density = 0.6767 + H_density = 0.6300 + iter = 25 + elapsed = 3.9850e-03 + tTotal = 0.1064 + subIterW = 5 + subIterH = 0 + relError = 0.2312 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.3987e-03 + SC2 = 9.2317e-04 + SC3 = 0.069529 + W_density = 0.6767 + H_density = 0.6200 + iter = 26 + elapsed = 4.0490e-03 + tTotal = 0.1105 subIterW = 4 + subIterH = 2 + relError = 0.2309 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.4096e-03 + SC2 = 9.3318e-04 + SC3 = 0.072526 + W_density = 0.6833 + H_density = 0.6200 + iter = 27 + elapsed = 3.9550e-03 + tTotal = 0.1144 + subIterW = 2 + subIterH = 2 + relError = 0.2306 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.4387e-03 + SC2 = 9.6108e-04 + SC3 = 0.073954 + W_density = 0.6867 + H_density = 0.6250 + iter = 28 + elapsed = 3.9400e-03 + tTotal = 0.1184 + subIterW = 3 subIterH = 0 - relError = 0.2340 + relError = 0.2302 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 9.6152e-04 - SC2 = 6.3845e-04 - SC3 = 0.048118 - W_density = 0.7133 - H_density = 0.5900 - iter = 20 - elapsed = 4.2280e-03 - tTotal = 0.094085 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.4656e-03 + SC2 = 9.7905e-04 + SC3 = 0.075406 + W_density = 0.6900 + H_density = 0.6300 + iter = 29 + elapsed = 3.8960e-03 + tTotal = 0.1223 + subIterW = 3 + subIterH = 0 + relError = 0.2298 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.5142e-03 + SC2 = 1.0236e-03 + SC3 = 0.075673 + W_density = 0.6967 + H_density = 0.6300 + iter = 30 + elapsed = 3.2300e-03 + tTotal = 0.1255 subIterW = 2 + subIterH = 0 + relError = 0.2293 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.5979e-03 + SC2 = 1.0738e-03 + SC3 = 0.078397 + W_density = 0.6933 + H_density = 0.6300 + iter = 31 + elapsed = 4.6080e-03 + tTotal = 0.1301 + subIterW = 4 + subIterH = 2 + relError = 0.2287 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.6226e-03 + SC2 = 1.0969e-03 + SC3 = 0.079611 + W_density = 0.7000 + H_density = 0.6350 + iter = 32 + elapsed = 4.0490e-03 + tTotal = 0.1342 + subIterW = 4 subIterH = 3 - relError = 0.2337 + relError = 0.2281 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 9.0426e-04 - SC2 = 5.9862e-04 - SC3 = 0.044840 - W_density = 0.7133 - H_density = 0.5800 - iter = 21 - elapsed = 4.3690e-03 - tTotal = 0.098454 - subIterW = 3 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.6218e-03 + SC2 = 1.0898e-03 + SC3 = 0.079016 + W_density = 0.6933 + H_density = 0.6250 + iter = 33 + elapsed = 3.9730e-03 + tTotal = 0.1381 + subIterW = 2 subIterH = 2 - relError = 0.2334 + relError = 0.2274 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 8.5066e-04 - SC2 = 5.6144e-04 - SC3 = 0.042036 - W_density = 0.7133 - H_density = 0.5800 - iter = 22 - elapsed = 3.4690e-03 - tTotal = 0.1019 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.5838e-03 + SC2 = 1.0548e-03 + SC3 = 0.078006 + W_density = 0.6900 + H_density = 0.6200 + iter = 34 + elapsed = 4.1220e-03 + tTotal = 0.1423 + subIterW = 5 + subIterH = 3 + relError = 0.2267 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.4688e-03 + SC2 = 9.6061e-04 + SC3 = 0.073055 + W_density = 0.6800 + H_density = 0.6150 + iter = 35 + elapsed = 4.2270e-03 + tTotal = 0.1465 + subIterW = 7 + subIterH = 3 + relError = 0.2261 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.3131e-03 + SC2 = 8.6928e-04 + SC3 = 0.063351 + W_density = 0.6833 + H_density = 0.6150 + iter = 36 + elapsed = 3.3410e-03 + tTotal = 0.1498 + subIterW = 3 + subIterH = 0 + relError = 0.2255 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.2227e-03 + SC2 = 8.1189e-04 + SC3 = 0.058189 + W_density = 0.6833 + H_density = 0.6300 + iter = 37 + elapsed = 4.1800e-03 + tTotal = 0.1540 + subIterW = 2 + subIterH = 3 + relError = 0.2251 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.1525e-03 + SC2 = 7.6294e-04 + SC3 = 0.053760 + W_density = 0.6767 + H_density = 0.6300 + iter = 38 + elapsed = 3.3600e-03 + tTotal = 0.1574 subIterW = 2 subIterH = 0 - relError = 0.2331 + relError = 0.2248 toshow = scalar structure containing the fields: - initGrNormW = 369.12 - initGrNormH = 431.67 - initNorm = 13.925 - SC1 = 7.9767e-04 - SC2 = 5.2327e-04 - SC3 = 0.041334 - W_density = 0.7167 - H_density = 0.5650 - iter = 23 - elapsed = 4.2310e-03 - tTotal = 0.1062 - subIterW = 0 + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 1.0706e-03 + SC2 = 7.0877e-04 + SC3 = 0.050324 + W_density = 0.6800 + H_density = 0.6350 + iter = 39 + elapsed = 4.1970e-03 + tTotal = 0.1616 + subIterW = 3 subIterH = 3 - relError = 0.2329 + relError = 0.2244 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 9.9258e-04 + SC2 = 6.5113e-04 + SC3 = 0.045721 + W_density = 0.6733 + H_density = 0.6250 + iter = 40 + elapsed = 3.9990e-03 + tTotal = 0.1656 + subIterW = 2 + subIterH = 0 + relError = 0.2242 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 8.8803e-04 + SC2 = 5.7544e-04 + SC3 = 0.040224 + W_density = 0.6633 + H_density = 0.6200 + iter = 41 + elapsed = 4.0090e-03 + tTotal = 0.1696 + subIterW = 3 + subIterH = 0 + relError = 0.2240 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 354.73 + initGrNormH = 412.06 + initNorm = 14.371 + SC1 = 7.1799e-04 + SC2 = 4.6382e-04 + SC3 = 0.019669 + W_density = 0.6633 + H_density = 0.6200 + iter = 42 + elapsed = 2.5340e-03 + tTotal = 0.1721 + subIterW = 0 + subIterH = 0 + relError = 0.2238 Stop: tolerance reached. final = scalar structure containing the fields: - iterations = 23 - elapsed_total = 0.1062 - relative_error = 0.2329 - W_density = 0.7167 - H_density = 0.5650 + iterations = 42 + elapsed_total = 0.1721 + relative_error = 0.2238 + W_density = 0.6633 + H_density = 0.6200 ***** demo m = 300; @@ -5463,12 +5955,14 @@ 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/440539/tmp/hooks/B01_cleanup starting +I: user script /srv/workspace/pbuilder/440539/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/1761064 and its subdirectories -I: Current time: Thu Nov 26 03:51:31 -12 2026 -I: pbuilder-time-stamp: 1795708291 +I: removing directory /srv/workspace/pbuilder/440539 and its subdirectories +I: Current time: Fri Oct 24 23:30:00 +14 2025 +I: pbuilder-time-stamp: 1761298200