Diff of the two buildlogs: -- --- b1/build.log 2025-10-21 17:04:35.620039701 +0000 +++ b2/build.log 2025-10-21 17:07:38.640227727 +0000 @@ -1,6 +1,6 @@ I: pbuilder: network access will be disabled during build -I: Current time: Tue Oct 21 05:02:54 -12 2025 -I: pbuilder-time-stamp: 1761066174 +I: Current time: Tue Nov 24 13:27:38 +14 2026 +I: pbuilder-time-stamp: 1795476458 I: Building the build Environment I: extracting base tarball [/var/cache/pbuilder/unstable-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/1359270/tmp/hooks/D02_print_environment starting +I: user script /srv/workspace/pbuilder/1393125/tmp/hooks/D01_modify_environment starting +debug: Running on codethink03-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 Nov 23 23:27 /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/1393125/tmp/hooks/D01_modify_environment finished +I: user script /srv/workspace/pbuilder/1393125/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='unstable' - HOME='/root' - HOST_ARCH='arm64' + DIRSTACK=() + DISTRIBUTION=unstable + EUID=0 + FUNCNAME=([0]="Echo" [1]="main") + GROUPS=() + HOME=/root + HOSTNAME=i-capture-the-hostname + HOSTTYPE=aarch64 + HOST_ARCH=arm64 IFS=' ' - INVOCATION_ID='3a00320176294427a76eeb9981554669' - 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='1359270' - PS1='# ' - PS2='> ' + INVOCATION_ID=06983e3c2fd6422899e0b8618f76f4f7 + 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=1393125 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.RgWXkmXC/pbuilderrc_czL4 --distribution unstable --hookdir /etc/pbuilder/first-build-hooks --debbuildopts -b --basetgz /var/cache/pbuilder/unstable-reproducible-base.tgz --buildresult /srv/reproducible-results/rbuild-debian/r-b-build.RgWXkmXC/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.RgWXkmXC/pbuilderrc_FC7O --distribution unstable --hookdir /etc/pbuilder/rebuild-hooks --debbuildopts -b --basetgz /var/cache/pbuilder/unstable-reproducible-base.tgz --buildresult /srv/reproducible-results/rbuild-debian/r-b-build.RgWXkmXC/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 codethink04-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 12:30 /bin -> usr/bin -I: user script /srv/workspace/pbuilder/1359270/tmp/hooks/D02_print_environment finished + lrwxrwxrwx 1 root root 7 Aug 10 2025 /bin -> usr/bin +I: user script /srv/workspace/pbuilder/1393125/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 unstable/main arm64 gfortran arm64 4:15.2.0-4 [1428 B] Get: 533 http://deb.debian.org/debian unstable/main arm64 octave-dev arm64 10.3.0-2 [1066 kB] Get: 534 http://deb.debian.org/debian unstable/main arm64 dh-octave all 1.11.4 [24.5 kB] -Fetched 262 MB in 3s (101 MB/s) +Fetched 262 MB in 2s (107 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 ... 19960 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/1393125/tmp/hooks/A99_set_merged_usr starting +Not re-configuring usrmerge for unstable +I: user script /srv/workspace/pbuilder/1393125/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.PrYI7eAjM3 at line 14 column 2 + /tmp/tmp.geir2kOKM1 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 = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 1.2804 - SC2 = 640.22 - SC3 = 0.5086 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 1.1579 + SC2 = 578.93 + SC3 = 0.4955 W_density = 1 H_density = 1 par = @@ -2984,8 +3020,8 @@ n = 20 type = regularized nnls_solver = bp - alpha = 0.5000 - beta = 0.5000 + alpha = 0.4982 + beta = 0.4982 max_iter = 100 min_iter = 20 max_time = 1000 @@ -2997,438 +3033,438 @@ scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 0.028295 - SC2 = 0.027672 - SC3 = 2.2174 - W_density = 0.9667 - H_density = 0.6200 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 0.030832 + SC2 = 0.030030 + SC3 = 2.2219 + W_density = 0.9700 + H_density = 0.6750 iter = 1 - elapsed = 5.0230e-03 - tTotal = 5.0230e-03 + elapsed = 5.9150e-03 + tTotal = 5.9150e-03 subIterW = 6 - subIterH = 32 - relError = 0.4409 + subIterH = 33 + relError = 0.4365 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 0.015099 - SC2 = 0.014465 - SC3 = 1.1649 - W_density = 0.9333 - H_density = 0.5100 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 0.016341 + SC2 = 0.015459 + SC3 = 1.1599 + W_density = 0.9233 + H_density = 0.5250 iter = 2 - elapsed = 6.1110e-03 - tTotal = 0.011134 + elapsed = 5.5980e-03 + tTotal = 0.011513 subIterW = 10 - subIterH = 24 - relError = 0.3511 + subIterH = 27 + relError = 0.3429 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 9.9592e-03 - SC2 = 9.1027e-03 - SC3 = 0.7630 - W_density = 0.8933 - H_density = 0.5550 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 0.010699 + SC2 = 9.8863e-03 + SC3 = 0.7495 + W_density = 0.8967 + H_density = 0.5750 iter = 3 - elapsed = 4.7300e-03 - tTotal = 0.015864 - subIterW = 11 - subIterH = 11 - relError = 0.3168 + elapsed = 5.5080e-03 + tTotal = 0.017021 + subIterW = 7 + subIterH = 19 + relError = 0.3159 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 6.9515e-03 - SC2 = 6.2008e-03 - SC3 = 0.5263 - W_density = 0.8667 - H_density = 0.5900 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 7.8529e-03 + SC2 = 6.9577e-03 + SC3 = 0.5596 + W_density = 0.8733 + H_density = 0.6350 iter = 4 - elapsed = 4.1350e-03 - tTotal = 0.019999 - subIterW = 9 - subIterH = 11 - relError = 0.3013 + elapsed = 5.0390e-03 + tTotal = 0.022060 + subIterW = 7 + subIterH = 9 + relError = 0.3026 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 5.1325e-03 - SC2 = 4.4653e-03 - SC3 = 0.3869 - W_density = 0.8467 - H_density = 0.6200 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 5.9203e-03 + SC2 = 5.1388e-03 + SC3 = 0.4173 + W_density = 0.8533 + H_density = 0.6750 iter = 5 - elapsed = 4.0820e-03 - tTotal = 0.024081 - subIterW = 6 + elapsed = 4.4170e-03 + tTotal = 0.026477 + subIterW = 7 subIterH = 7 - relError = 0.2936 + relError = 0.2950 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 3.8944e-03 - SC2 = 3.3414e-03 - SC3 = 0.2977 - W_density = 0.8467 - H_density = 0.6400 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 4.6340e-03 + SC2 = 3.8740e-03 + SC3 = 0.3196 + W_density = 0.8167 + H_density = 0.6600 iter = 6 - elapsed = 3.9810e-03 - tTotal = 0.028062 - subIterW = 4 + elapsed = 4.3950e-03 + tTotal = 0.030872 + subIterW = 11 subIterH = 5 - relError = 0.2893 + relError = 0.2902 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 3.0389e-03 - SC2 = 2.5466e-03 - SC3 = 0.2309 - W_density = 0.8267 - H_density = 0.6850 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 3.6751e-03 + SC2 = 2.9842e-03 + SC3 = 0.2496 + W_density = 0.7933 + H_density = 0.6650 iter = 7 - elapsed = 4.0990e-03 - tTotal = 0.032161 - subIterW = 7 - subIterH = 8 - relError = 0.2870 + elapsed = 5.1560e-03 + tTotal = 0.036028 + subIterW = 5 + subIterH = 3 + relError = 0.2866 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 2.4201e-03 - SC2 = 1.9893e-03 - SC3 = 0.1814 - W_density = 0.8100 - H_density = 0.7050 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 2.9492e-03 + SC2 = 2.3240e-03 + SC3 = 0.1972 + W_density = 0.7700 + H_density = 0.6800 iter = 8 - elapsed = 4.0140e-03 - tTotal = 0.036175 - subIterW = 5 - subIterH = 4 - relError = 0.2855 + elapsed = 4.7530e-03 + tTotal = 0.040781 + subIterW = 7 + subIterH = 5 + relError = 0.2838 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 1.9607e-03 - SC2 = 1.5764e-03 - SC3 = 0.1448 - W_density = 0.7933 - H_density = 0.7200 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 2.3582e-03 + SC2 = 1.8253e-03 + SC3 = 0.1564 + W_density = 0.7600 + H_density = 0.6900 iter = 9 - elapsed = 3.9220e-03 - tTotal = 0.040097 - subIterW = 5 - subIterH = 3 - relError = 0.2845 + elapsed = 4.7600e-03 + tTotal = 0.045541 + subIterW = 3 + subIterH = 6 + relError = 0.2818 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 1.5992e-03 - SC2 = 1.2697e-03 - SC3 = 0.1169 - W_density = 0.7867 - H_density = 0.7200 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 1.8977e-03 + SC2 = 1.4613e-03 + SC3 = 0.1248 + W_density = 0.7567 + H_density = 0.6950 iter = 10 - elapsed = 3.8740e-03 - tTotal = 0.043971 - subIterW = 2 - subIterH = 4 - relError = 0.2837 + elapsed = 4.5630e-03 + tTotal = 0.050104 + subIterW = 3 + subIterH = 0 + relError = 0.2803 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 1.3173e-03 - SC2 = 1.0381e-03 - SC3 = 0.094952 - W_density = 0.7833 - H_density = 0.7200 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 1.5545e-03 + SC2 = 1.1939e-03 + SC3 = 0.1007 + W_density = 0.7533 + H_density = 0.7100 iter = 11 - elapsed = 3.7730e-03 - tTotal = 0.047744 + elapsed = 4.2570e-03 + tTotal = 0.054361 subIterW = 0 - subIterH = 2 - relError = 0.2831 + subIterH = 3 + relError = 0.2790 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 1.1043e-03 - SC2 = 8.5915e-04 - SC3 = 0.077546 - W_density = 0.7733 - H_density = 0.7250 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 1.3050e-03 + SC2 = 9.9701e-04 + SC3 = 0.083576 + W_density = 0.7500 + H_density = 0.7100 iter = 12 - elapsed = 3.9870e-03 - tTotal = 0.051731 - subIterW = 3 - subIterH = 3 - relError = 0.2825 + elapsed = 4.4390e-03 + tTotal = 0.058800 + subIterW = 0 + subIterH = 4 + relError = 0.2779 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 9.3086e-04 - SC2 = 7.2049e-04 - SC3 = 0.065360 - W_density = 0.7800 - H_density = 0.7200 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 1.1007e-03 + SC2 = 8.4754e-04 + SC3 = 0.070432 + W_density = 0.7600 + H_density = 0.7150 iter = 13 - elapsed = 4.0380e-03 - tTotal = 0.055769 - subIterW = 4 - subIterH = 3 - relError = 0.2821 + elapsed = 4.2580e-03 + tTotal = 0.063058 + subIterW = 3 + subIterH = 0 + relError = 0.2769 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 7.9088e-04 - SC2 = 6.0898e-04 - SC3 = 0.054658 - W_density = 0.7767 - H_density = 0.7200 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 9.4258e-04 + SC2 = 7.2202e-04 + SC3 = 0.059350 + W_density = 0.7500 + H_density = 0.7300 iter = 14 - elapsed = 2.9780e-03 - tTotal = 0.058747 - subIterW = 4 - subIterH = 0 - relError = 0.2818 + elapsed = 4.3280e-03 + tTotal = 0.067386 + subIterW = 3 + subIterH = 3 + relError = 0.2761 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 6.8166e-04 - SC2 = 5.2079e-04 - SC3 = 0.046273 - W_density = 0.7733 - H_density = 0.7100 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 8.1379e-04 + SC2 = 6.1848e-04 + SC3 = 0.051088 + W_density = 0.7433 + H_density = 0.7250 iter = 15 - elapsed = 3.7020e-03 - tTotal = 0.062449 - subIterW = 0 - subIterH = 4 - relError = 0.2815 + elapsed = 4.2150e-03 + tTotal = 0.071601 + subIterW = 4 + subIterH = 0 + relError = 0.2754 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 5.9388e-04 - SC2 = 4.5016e-04 - SC3 = 0.039575 - W_density = 0.7700 - H_density = 0.7150 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 7.0686e-04 + SC2 = 5.4146e-04 + SC3 = 0.043936 + W_density = 0.7533 + H_density = 0.7400 iter = 16 - elapsed = 3.5970e-03 - tTotal = 0.066046 - subIterW = 0 - subIterH = 0 - relError = 0.2813 + elapsed = 4.6690e-03 + tTotal = 0.076270 + subIterW = 3 + subIterH = 3 + relError = 0.2748 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 5.2240e-04 - SC2 = 3.9493e-04 - SC3 = 0.033618 - W_density = 0.7633 - H_density = 0.7250 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 6.3465e-04 + SC2 = 4.8233e-04 + SC3 = 0.038696 + W_density = 0.7500 + H_density = 0.7500 iter = 17 - elapsed = 3.9780e-03 - tTotal = 0.070024 - subIterW = 4 - subIterH = 4 - relError = 0.2811 + elapsed = 4.5320e-03 + tTotal = 0.080802 + subIterW = 3 + subIterH = 3 + relError = 0.2743 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 4.6511e-04 - SC2 = 3.5162e-04 - SC3 = 0.029298 - W_density = 0.7667 - H_density = 0.7200 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 5.7736e-04 + SC2 = 4.3764e-04 + SC3 = 0.034276 + W_density = 0.7467 + H_density = 0.7550 iter = 18 - elapsed = 3.7450e-03 - tTotal = 0.073769 + elapsed = 4.2760e-03 + tTotal = 0.085078 subIterW = 0 subIterH = 3 - relError = 0.2809 + relError = 0.2738 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 4.2582e-04 - SC2 = 3.2021e-04 - SC3 = 0.015101 - W_density = 0.7667 - H_density = 0.7100 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 5.3840e-04 + SC2 = 4.0703e-04 + SC3 = 0.031185 + W_density = 0.7433 + H_density = 0.7600 iter = 19 - elapsed = 2.9770e-03 - tTotal = 0.076746 + elapsed = 4.0380e-03 + tTotal = 0.089116 subIterW = 0 - subIterH = 2 - relError = 0.2807 + subIterH = 1 + relError = 0.2732 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 3.9723e-04 - SC2 = 2.9871e-04 - SC3 = 0.024262 - W_density = 0.7667 - H_density = 0.7100 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 5.0227e-04 + SC2 = 3.7771e-04 + SC3 = 0.028539 + W_density = 0.7400 + H_density = 0.7600 iter = 20 - elapsed = 2.9460e-03 - tTotal = 0.079692 - subIterW = 2 - subIterH = 0 - relError = 0.2805 + elapsed = 4.3640e-03 + tTotal = 0.093480 + subIterW = 3 + subIterH = 2 + relError = 0.2727 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 3.8029e-04 - SC2 = 2.8674e-04 - SC3 = 0.022979 - W_density = 0.7700 - H_density = 0.7200 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 4.5246e-04 + SC2 = 3.4025e-04 + SC3 = 0.025720 + W_density = 0.7433 + H_density = 0.7550 iter = 21 - elapsed = 3.6420e-03 - tTotal = 0.083334 - subIterW = 0 + elapsed = 4.4910e-03 + tTotal = 0.097971 + subIterW = 5 subIterH = 3 - relError = 0.2802 + relError = 0.2722 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 3.7497e-04 - SC2 = 2.8273e-04 - SC3 = 0.022355 - W_density = 0.7700 - H_density = 0.7150 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 4.1027e-04 + SC2 = 3.1016e-04 + SC3 = 0.022767 + W_density = 0.7467 + H_density = 0.7500 iter = 22 - elapsed = 3.9040e-03 - tTotal = 0.087238 - subIterW = 2 + elapsed = 4.1600e-03 + tTotal = 0.1021 + subIterW = 0 subIterH = 0 - relError = 0.2799 + relError = 0.2718 toshow = scalar structure containing the fields: - initGrNormW = 411.48 - initGrNormH = 490.47 - initNorm = 14.204 - SC1 = 3.7503e-04 - SC2 = 2.8127e-04 - SC3 = 0.021987 - W_density = 0.7633 - H_density = 0.7250 + initGrNormW = 361.69 + initGrNormH = 452.05 + initNorm = 14.218 + SC1 = 3.7794e-04 + SC2 = 2.8497e-04 + SC3 = 0.021064 + W_density = 0.7500 + H_density = 0.7550 iter = 23 - elapsed = 4.0020e-03 - tTotal = 0.091240 - subIterW = 2 - subIterH = 2 - relError = 0.2795 + elapsed = 4.7410e-03 + tTotal = 0.1069 + subIterW = 3 + subIterH = 3 + relError = 0.2715 Stop: tolerance reached. final = @@ -3436,19 +3472,19 @@ scalar structure containing the fields: iterations = 23 - elapsed_total = 0.091240 - relative_error = 0.2795 - W_density = 0.7633 - H_density = 0.7250 + elapsed_total = 0.1069 + relative_error = 0.2715 + W_density = 0.7500 + H_density = 0.7550 ***** test [W,H,iter,HIS]=nmf_bpas(A,k,'verbose','nnlssolver','as'); - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 1.1919 - SC2 = 595.96 - SC3 = 0.5012 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 1.4164 + SC2 = 708.18 + SC3 = 0.5273 W_density = 1 H_density = 1 par = @@ -3459,8 +3495,8 @@ n = 20 type = regularized nnls_solver = as - alpha = 0.5000 - beta = 0.5000 + alpha = 0.4982 + beta = 0.4982 max_iter = 100 min_iter = 20 max_time = 1000 @@ -3472,438 +3508,438 @@ scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 0.027057 - SC2 = 0.026299 - SC3 = 1.0778 - W_density = 0.9600 - H_density = 0.6150 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 0.028744 + SC2 = 0.028169 + SC3 = 1.4035 + W_density = 0.9667 + H_density = 0.6350 iter = 1 - elapsed = 4.7550e-03 - tTotal = 4.7550e-03 - subIterW = 8 - subIterH = 37 - relError = 0.4373 + elapsed = 4.9720e-03 + tTotal = 4.9720e-03 + subIterW = 7 + subIterH = 35 + relError = 0.4524 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 0.015147 - SC2 = 0.014177 - SC3 = 0.6048 - W_density = 0.9100 - H_density = 0.5250 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 0.015424 + SC2 = 0.014652 + SC3 = 0.7244 + W_density = 0.9300 + H_density = 0.5500 iter = 2 - elapsed = 5.3170e-03 - tTotal = 0.010072 - subIterW = 15 - subIterH = 46 - relError = 0.3525 + elapsed = 5.8550e-03 + tTotal = 0.010827 + subIterW = 11 + subIterH = 39 + relError = 0.3603 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 9.6201e-03 - SC2 = 8.8121e-03 - SC3 = 0.3819 - W_density = 0.8767 - H_density = 0.5650 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 9.6161e-03 + SC2 = 8.9238e-03 + SC3 = 0.4502 + W_density = 0.9000 + H_density = 0.5600 iter = 3 - elapsed = 5.2370e-03 - tTotal = 0.015309 - subIterW = 21 - subIterH = 37 - relError = 0.3174 + elapsed = 5.2400e-03 + tTotal = 0.016067 + subIterW = 16 + subIterH = 43 + relError = 0.3256 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 6.8584e-03 - SC2 = 6.1040e-03 - SC3 = 0.2786 - W_density = 0.8500 - H_density = 0.5900 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 6.7461e-03 + SC2 = 6.0850e-03 + SC3 = 0.3265 + W_density = 0.8733 + H_density = 0.5800 iter = 4 - elapsed = 4.8710e-03 - tTotal = 0.020180 - subIterW = 23 + elapsed = 6.0990e-03 + tTotal = 0.022166 + subIterW = 20 subIterH = 40 - relError = 0.3029 + relError = 0.3092 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 5.2126e-03 - SC2 = 4.5036e-03 - SC3 = 0.2202 - W_density = 0.8333 - H_density = 0.6200 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 5.0516e-03 + SC2 = 4.4050e-03 + SC3 = 0.2325 + W_density = 0.8533 + H_density = 0.6050 iter = 5 - elapsed = 5.2690e-03 - tTotal = 0.025449 - subIterW = 22 + elapsed = 5.6600e-03 + tTotal = 0.027826 + subIterW = 23 subIterH = 40 - relError = 0.2951 + relError = 0.2993 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 4.0891e-03 - SC2 = 3.4512e-03 - SC3 = 0.1692 - W_density = 0.8167 - H_density = 0.6600 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 3.8888e-03 + SC2 = 3.3211e-03 + SC3 = 0.1841 + W_density = 0.8367 + H_density = 0.6500 iter = 6 - elapsed = 4.9730e-03 - tTotal = 0.030422 - subIterW = 29 - subIterH = 37 - relError = 0.2900 + elapsed = 5.5450e-03 + tTotal = 0.033371 + subIterW = 27 + subIterH = 33 + relError = 0.2924 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 3.2396e-03 - SC2 = 2.6953e-03 - SC3 = 0.1327 - W_density = 0.8133 - H_density = 0.7100 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 3.0887e-03 + SC2 = 2.6069e-03 + SC3 = 0.1504 + W_density = 0.8300 + H_density = 0.6700 iter = 7 - elapsed = 4.8900e-03 - tTotal = 0.035312 - subIterW = 29 - subIterH = 34 - relError = 0.2867 + elapsed = 6.0950e-03 + tTotal = 0.039466 + subIterW = 28 + subIterH = 33 + relError = 0.2874 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 2.5886e-03 - SC2 = 2.1279e-03 - SC3 = 0.1098 - W_density = 0.8067 - H_density = 0.7350 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 2.5261e-03 + SC2 = 2.0916e-03 + SC3 = 0.1203 + W_density = 0.8200 + H_density = 0.6750 iter = 8 - elapsed = 4.1750e-03 - tTotal = 0.039487 - subIterW = 30 - subIterH = 29 - relError = 0.2845 + elapsed = 6.0610e-03 + tTotal = 0.045527 + subIterW = 29 + subIterH = 31 + relError = 0.2836 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 2.0686e-03 - SC2 = 1.6921e-03 - SC3 = 0.078757 - W_density = 0.8033 - H_density = 0.7350 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 2.0588e-03 + SC2 = 1.6841e-03 + SC3 = 0.094145 + W_density = 0.8100 + H_density = 0.6950 iter = 9 - elapsed = 4.5510e-03 - tTotal = 0.044038 - subIterW = 30 - subIterH = 27 - relError = 0.2829 + elapsed = 5.6120e-03 + tTotal = 0.051139 + subIterW = 28 + subIterH = 32 + relError = 0.2806 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 1.6871e-03 - SC2 = 1.3530e-03 - SC3 = 0.068018 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 1.7012e-03 + SC2 = 1.3712e-03 + SC3 = 0.074826 W_density = 0.7933 - H_density = 0.7400 + H_density = 0.7150 iter = 10 - elapsed = 4.6240e-03 - tTotal = 0.048662 - subIterW = 31 - subIterH = 28 - relError = 0.2819 + elapsed = 5.7760e-03 + tTotal = 0.056915 + subIterW = 32 + subIterH = 32 + relError = 0.2780 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 1.3706e-03 - SC2 = 1.0910e-03 - SC3 = 0.057747 - W_density = 0.7933 - H_density = 0.7450 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 1.3802e-03 + SC2 = 1.0959e-03 + SC3 = 0.060917 + W_density = 0.7833 + H_density = 0.7150 iter = 11 - elapsed = 4.6880e-03 - tTotal = 0.053350 - subIterW = 30 - subIterH = 29 - relError = 0.2812 + elapsed = 6.0620e-03 + tTotal = 0.062977 + subIterW = 34 + subIterH = 31 + relError = 0.2761 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 1.1296e-03 - SC2 = 8.9237e-04 - SC3 = 0.045621 - W_density = 0.7933 - H_density = 0.7450 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 1.1216e-03 + SC2 = 8.8830e-04 + SC3 = 0.047592 + W_density = 0.7833 + H_density = 0.7300 iter = 12 - elapsed = 4.6200e-03 - tTotal = 0.057970 - subIterW = 30 - subIterH = 29 - relError = 0.2807 + elapsed = 6.0540e-03 + tTotal = 0.069031 + subIterW = 33 + subIterH = 26 + relError = 0.2747 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 9.3847e-04 - SC2 = 7.3764e-04 - SC3 = 0.039075 - W_density = 0.7900 - H_density = 0.7600 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 9.3169e-04 + SC2 = 7.2485e-04 + SC3 = 0.039878 + W_density = 0.7700 + H_density = 0.7300 iter = 13 - elapsed = 4.4870e-03 - tTotal = 0.062457 - subIterW = 29 - subIterH = 25 - relError = 0.2804 + elapsed = 5.5850e-03 + tTotal = 0.074616 + subIterW = 35 + subIterH = 26 + relError = 0.2737 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 7.9016e-04 - SC2 = 6.1632e-04 - SC3 = 0.029887 - W_density = 0.7833 - H_density = 0.7500 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 7.8046e-04 + SC2 = 5.9627e-04 + SC3 = 0.033126 + W_density = 0.7667 + H_density = 0.7350 iter = 14 - elapsed = 4.1620e-03 - tTotal = 0.066619 - subIterW = 31 - subIterH = 27 - relError = 0.2801 + elapsed = 5.0030e-03 + tTotal = 0.079619 + subIterW = 33 + subIterH = 25 + relError = 0.2731 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 6.7331e-04 - SC2 = 5.2384e-04 - SC3 = 0.025958 - W_density = 0.7800 - H_density = 0.7550 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 6.5381e-04 + SC2 = 4.9428e-04 + SC3 = 0.027522 + W_density = 0.7567 + H_density = 0.7350 iter = 15 - elapsed = 4.0720e-03 - tTotal = 0.070691 - subIterW = 30 - subIterH = 26 - relError = 0.2799 + elapsed = 5.4900e-03 + tTotal = 0.085109 + subIterW = 31 + subIterH = 25 + relError = 0.2727 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 5.8513e-04 - SC2 = 4.5406e-04 - SC3 = 0.021826 - W_density = 0.7767 - H_density = 0.7600 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 5.5014e-04 + SC2 = 4.1591e-04 + SC3 = 0.024370 + W_density = 0.7567 + H_density = 0.7350 iter = 16 - elapsed = 4.1290e-03 - tTotal = 0.074820 - subIterW = 32 - subIterH = 25 - relError = 0.2797 + elapsed = 5.3930e-03 + tTotal = 0.090502 + subIterW = 33 + subIterH = 26 + relError = 0.2724 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 5.2738e-04 - SC2 = 4.0503e-04 - SC3 = 0.020121 - W_density = 0.7667 - H_density = 0.7650 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 4.7415e-04 + SC2 = 3.5751e-04 + SC3 = 0.020487 + W_density = 0.7533 + H_density = 0.7350 iter = 17 - elapsed = 4.6000e-03 - tTotal = 0.079420 - subIterW = 32 - subIterH = 24 - relError = 0.2794 + elapsed = 6.0890e-03 + tTotal = 0.096591 + subIterW = 34 + subIterH = 25 + relError = 0.2720 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 4.8028e-04 - SC2 = 3.6789e-04 - SC3 = 0.017591 - W_density = 0.7667 - H_density = 0.7600 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 4.1452e-04 + SC2 = 3.1255e-04 + SC3 = 0.016346 + W_density = 0.7533 + H_density = 0.7300 iter = 18 - elapsed = 4.5480e-03 - tTotal = 0.083968 - subIterW = 29 - subIterH = 25 - relError = 0.2792 + elapsed = 6.0920e-03 + tTotal = 0.1027 + subIterW = 35 + subIterH = 26 + relError = 0.2717 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 4.4841e-04 - SC2 = 3.4169e-04 - SC3 = 0.016650 - W_density = 0.7600 - H_density = 0.7600 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 3.7360e-04 + SC2 = 2.8244e-04 + SC3 = 0.014690 + W_density = 0.7567 + H_density = 0.7250 iter = 19 - elapsed = 4.5130e-03 - tTotal = 0.088481 - subIterW = 31 - subIterH = 24 - relError = 0.2789 + elapsed = 6.0310e-03 + tTotal = 0.1087 + subIterW = 33 + subIterH = 27 + relError = 0.2713 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 4.2072e-04 - SC2 = 3.2059e-04 - SC3 = 0.014668 - W_density = 0.7567 - H_density = 0.7600 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 3.4743e-04 + SC2 = 2.6265e-04 + SC3 = 0.013641 + W_density = 0.7600 + H_density = 0.7350 iter = 20 - elapsed = 4.9310e-03 - tTotal = 0.093412 - subIterW = 30 - subIterH = 24 - relError = 0.2786 + elapsed = 5.4460e-03 + tTotal = 0.1142 + subIterW = 32 + subIterH = 26 + relError = 0.2710 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 4.0363e-04 - SC2 = 3.0837e-04 - SC3 = 0.013907 - W_density = 0.7600 - H_density = 0.7700 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 3.3187e-04 + SC2 = 2.4891e-04 + SC3 = 0.012649 + W_density = 0.7500 + H_density = 0.7400 iter = 21 - elapsed = 3.8700e-03 - tTotal = 0.097282 - subIterW = 28 - subIterH = 23 - relError = 0.2782 + elapsed = 5.5900e-03 + tTotal = 0.1198 + subIterW = 36 + subIterH = 25 + relError = 0.2707 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 3.9506e-04 - SC2 = 3.0262e-04 - SC3 = 0.013197 - W_density = 0.7600 - H_density = 0.7700 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 3.2349e-04 + SC2 = 2.4197e-04 + SC3 = 0.012371 + W_density = 0.7533 + H_density = 0.7350 iter = 22 - elapsed = 3.7250e-03 - tTotal = 0.1010 - subIterW = 28 - subIterH = 21 - relError = 0.2778 + elapsed = 6.3750e-03 + tTotal = 0.1261 + subIterW = 36 + subIterH = 25 + relError = 0.2704 toshow = scalar structure containing the fields: - initGrNormW = 383.29 - initGrNormH = 456.36 - initNorm = 14.204 - SC1 = 3.9107e-04 - SC2 = 3.0034e-04 - SC3 = 0.012967 - W_density = 0.7600 - H_density = 0.7700 + initGrNormW = 442.03 + initGrNormH = 553.29 + initNorm = 14.218 + SC1 = 3.2054e-04 + SC2 = 2.3977e-04 + SC3 = 0.012263 + W_density = 0.7567 + H_density = 0.7300 iter = 23 - elapsed = 3.8840e-03 - tTotal = 0.1049 - subIterW = 28 - subIterH = 22 - relError = 0.2774 + elapsed = 5.9200e-03 + tTotal = 0.1320 + subIterW = 36 + subIterH = 25 + relError = 0.2700 Stop: tolerance reached. final = @@ -3911,19 +3947,19 @@ scalar structure containing the fields: iterations = 23 - elapsed_total = 0.1049 - relative_error = 0.2774 - W_density = 0.7600 - H_density = 0.7700 + elapsed_total = 0.1320 + relative_error = 0.2700 + W_density = 0.7567 + H_density = 0.7300 ***** test [W,H,iter,HIS]=nmf_bpas(A,k,'verbose','type','sparse'); - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 1.1407 - SC2 = 570.36 - SC3 = 0.4861 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 1.1932 + SC2 = 596.62 + SC3 = 0.4915 W_density = 1 H_density = 1 par = @@ -3934,8 +3970,8 @@ n = 20 type = sparse nnls_solver = bp - alpha = 0.5000 - beta = 0.5000 + alpha = 0.4982 + beta = 0.4982 max_iter = 100 min_iter = 20 max_time = 1000 @@ -3947,438 +3983,438 @@ scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 0.023048 - SC2 = 0.020052 - SC3 = 1.5421 - W_density = 0.9233 - H_density = 0.5550 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 0.021819 + SC2 = 0.020510 + SC3 = 1.5124 + W_density = 0.9733 + H_density = 0.6100 iter = 1 - elapsed = 6.0300e-03 - tTotal = 6.0300e-03 - subIterW = 9 - subIterH = 37 - relError = 0.4518 + elapsed = 8.3290e-03 + tTotal = 8.3290e-03 + subIterW = 5 + subIterH = 39 + relError = 0.4381 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 0.011017 - SC2 = 8.5934e-03 - SC3 = 0.7573 - W_density = 0.8867 - H_density = 0.3800 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 9.5542e-03 + SC2 = 8.1210e-03 + SC3 = 0.6468 + W_density = 0.9300 + H_density = 0.3650 iter = 2 - elapsed = 4.9200e-03 - tTotal = 0.010950 - subIterW = 14 - subIterH = 19 - relError = 0.3770 + elapsed = 6.7910e-03 + tTotal = 0.015120 + subIterW = 12 + subIterH = 26 + relError = 0.3510 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 6.6012e-03 - SC2 = 4.8717e-03 - SC3 = 0.4538 - W_density = 0.8967 - H_density = 0.3550 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 5.8618e-03 + SC2 = 4.3963e-03 + SC3 = 0.4592 + W_density = 0.9300 + H_density = 0.3200 iter = 3 - elapsed = 3.8590e-03 - tTotal = 0.014809 - subIterW = 4 - subIterH = 10 - relError = 0.3505 + elapsed = 5.7390e-03 + tTotal = 0.020859 + subIterW = 6 + subIterH = 16 + relError = 0.3326 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 4.2694e-03 - SC2 = 2.9800e-03 - SC3 = 0.3055 - W_density = 0.8967 - H_density = 0.3100 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 3.8361e-03 + SC2 = 2.7620e-03 + SC3 = 0.2932 + W_density = 0.9233 + H_density = 0.3050 iter = 4 - elapsed = 4.8780e-03 - tTotal = 0.019687 - subIterW = 6 - subIterH = 11 - relError = 0.3386 + elapsed = 4.8060e-03 + tTotal = 0.025665 + subIterW = 4 + subIterH = 4 + relError = 0.3248 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 2.9805e-03 - SC2 = 2.0208e-03 - SC3 = 0.2411 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 3.2305e-03 + SC2 = 2.2549e-03 + SC3 = 0.2363 W_density = 0.9133 - H_density = 0.2800 + H_density = 0.2700 iter = 5 - elapsed = 3.7370e-03 - tTotal = 0.023424 - subIterW = 3 + elapsed = 4.7930e-03 + tTotal = 0.030458 + subIterW = 2 subIterH = 8 - relError = 0.3329 + relError = 0.3198 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 2.4202e-03 - SC2 = 1.6118e-03 - SC3 = 0.1895 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 3.0195e-03 + SC2 = 2.0291e-03 + SC3 = 0.2152 W_density = 0.9033 - H_density = 0.2700 + H_density = 0.2600 iter = 6 - elapsed = 3.6060e-03 - tTotal = 0.027030 - subIterW = 5 - subIterH = 3 - relError = 0.3301 + elapsed = 4.7530e-03 + tTotal = 0.035211 + subIterW = 4 + subIterH = 7 + relError = 0.3161 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 2.2045e-03 - SC2 = 1.4418e-03 - SC3 = 0.1679 - W_density = 0.8967 - H_density = 0.2700 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 2.5678e-03 + SC2 = 1.6742e-03 + SC3 = 0.1708 + W_density = 0.8900 + H_density = 0.2450 iter = 7 - elapsed = 3.4960e-03 - tTotal = 0.030526 - subIterW = 4 - subIterH = 2 - relError = 0.3282 + elapsed = 4.7880e-03 + tTotal = 0.039999 + subIterW = 5 + subIterH = 6 + relError = 0.3145 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 2.0887e-03 - SC2 = 1.3576e-03 - SC3 = 0.1553 - W_density = 0.8900 - H_density = 0.2700 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 1.9656e-03 + SC2 = 1.2305e-03 + SC3 = 0.1433 + W_density = 0.8667 + H_density = 0.2250 iter = 8 - elapsed = 3.6330e-03 - tTotal = 0.034159 - subIterW = 5 + elapsed = 4.7850e-03 + tTotal = 0.044784 + subIterW = 4 subIterH = 5 - relError = 0.3266 + relError = 0.3146 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 2.1293e-03 - SC2 = 1.3585e-03 - SC3 = 0.1577 - W_density = 0.8800 - H_density = 0.2550 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 1.7229e-03 + SC2 = 1.0544e-03 + SC3 = 0.1269 + W_density = 0.8600 + H_density = 0.2200 iter = 9 - elapsed = 3.5710e-03 - tTotal = 0.037730 - subIterW = 3 + elapsed = 3.7850e-03 + tTotal = 0.048569 + subIterW = 2 subIterH = 3 - relError = 0.3259 + relError = 0.3156 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 2.0291e-03 - SC2 = 1.2783e-03 - SC3 = 0.044328 - W_density = 0.8800 - H_density = 0.2350 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 1.4894e-03 + SC2 = 8.8767e-04 + SC3 = 0.1213 + W_density = 0.8467 + H_density = 0.2150 iter = 10 - elapsed = 3.4390e-03 - tTotal = 0.041169 - subIterW = 0 - subIterH = 5 - relError = 0.3262 + elapsed = 3.8900e-03 + tTotal = 0.052459 + subIterW = 2 + subIterH = 0 + relError = 0.3167 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 2.2014e-03 - SC2 = 1.3693e-03 - SC3 = 0.1741 - W_density = 0.8733 - H_density = 0.2300 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 1.3503e-03 + SC2 = 7.9669e-04 + SC3 = 0.1104 + W_density = 0.8367 + H_density = 0.2150 iter = 11 - elapsed = 3.3590e-03 - tTotal = 0.044528 - subIterW = 2 + elapsed = 3.1800e-03 + tTotal = 0.055639 + subIterW = 3 subIterH = 0 - relError = 0.3280 + relError = 0.3182 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 2.2490e-03 - SC2 = 1.3854e-03 - SC3 = 0.1652 - W_density = 0.8667 - H_density = 0.2300 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 1.2632e-03 + SC2 = 7.4276e-04 + SC3 = 0.1029 + W_density = 0.8333 + H_density = 0.2150 iter = 12 - elapsed = 3.4320e-03 - tTotal = 0.047960 - subIterW = 2 - subIterH = 2 - relError = 0.3304 + elapsed = 3.1250e-03 + tTotal = 0.058764 + subIterW = 0 + subIterH = 0 + relError = 0.3199 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 2.0595e-03 - SC2 = 1.2192e-03 - SC3 = 0.1550 - W_density = 0.8400 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 1.2153e-03 + SC2 = 7.0972e-04 + SC3 = 0.097866 + W_density = 0.8300 H_density = 0.2100 iter = 13 - elapsed = 4.2350e-03 - tTotal = 0.052195 - subIterW = 7 - subIterH = 3 - relError = 0.3328 + elapsed = 3.9040e-03 + tTotal = 0.062668 + subIterW = 0 + subIterH = 0 + relError = 0.3218 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 1.8742e-03 - SC2 = 1.0983e-03 - SC3 = 0.1319 - W_density = 0.8300 - H_density = 0.2150 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 1.0841e-03 + SC2 = 6.2230e-04 + SC3 = 0.088355 + W_density = 0.8200 + H_density = 0.2050 iter = 14 - elapsed = 3.2980e-03 - tTotal = 0.055493 + elapsed = 3.9050e-03 + tTotal = 0.066573 subIterW = 3 subIterH = 0 - relError = 0.3348 + relError = 0.3234 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 1.6068e-03 - SC2 = 9.3197e-04 - SC3 = 0.1114 - W_density = 0.8233 - H_density = 0.2150 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 9.2017e-04 + SC2 = 5.2633e-04 + SC3 = 0.075210 + W_density = 0.8167 + H_density = 0.2050 iter = 15 - elapsed = 2.6450e-03 - tTotal = 0.058138 - subIterW = 2 + elapsed = 3.1710e-03 + tTotal = 0.069744 + subIterW = 0 subIterH = 0 - relError = 0.3368 + relError = 0.3248 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 1.3529e-03 - SC2 = 7.7928e-04 - SC3 = 0.093553 - W_density = 0.8200 - H_density = 0.2100 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 7.6289e-04 + SC2 = 4.3485e-04 + SC3 = 0.063094 + W_density = 0.8133 + H_density = 0.2050 iter = 16 - elapsed = 3.1970e-03 - tTotal = 0.061335 + elapsed = 3.2290e-03 + tTotal = 0.072973 subIterW = 0 subIterH = 0 - relError = 0.3386 + relError = 0.3261 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 1.1584e-03 - SC2 = 6.6261e-04 - SC3 = 0.079847 - W_density = 0.8133 - H_density = 0.2100 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 6.3592e-04 + SC2 = 3.5993e-04 + SC3 = 0.053056 + W_density = 0.8067 + H_density = 0.2050 iter = 17 - elapsed = 2.6130e-03 - tTotal = 0.063948 + elapsed = 3.4220e-03 + tTotal = 0.076395 subIterW = 2 subIterH = 0 - relError = 0.3403 + relError = 0.3273 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 9.7696e-04 - SC2 = 5.4710e-04 - SC3 = 0.068587 - W_density = 0.7967 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 5.3149e-04 + SC2 = 3.0082e-04 + SC3 = 0.010797 + W_density = 0.8067 H_density = 0.2050 iter = 18 - elapsed = 3.4580e-03 - tTotal = 0.067406 - subIterW = 5 + elapsed = 2.3830e-03 + tTotal = 0.078778 + subIterW = 0 subIterH = 0 - relError = 0.3418 + relError = 0.3284 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 8.3463e-04 - SC2 = 4.6239e-04 - SC3 = 0.060497 - W_density = 0.7867 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 4.5072e-04 + SC2 = 2.5330e-04 + SC3 = 0.037873 + W_density = 0.8000 H_density = 0.2050 iter = 19 - elapsed = 2.6920e-03 - tTotal = 0.070098 + elapsed = 3.4390e-03 + tTotal = 0.082217 subIterW = 2 subIterH = 0 - relError = 0.3431 + relError = 0.3293 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 7.5492e-04 - SC2 = 4.1671e-04 - SC3 = 0.055187 - W_density = 0.7833 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 3.8651e-04 + SC2 = 2.1645e-04 + SC3 = 0.032297 + W_density = 0.7967 H_density = 0.2050 iter = 20 - elapsed = 2.6170e-03 - tTotal = 0.072715 + elapsed = 3.3080e-03 + tTotal = 0.085525 subIterW = 0 subIterH = 0 - relError = 0.3443 + relError = 0.3301 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 6.5042e-04 - SC2 = 3.5643e-04 - SC3 = 0.049742 - W_density = 0.7800 - H_density = 0.2000 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 3.3748e-04 + SC2 = 1.8899e-04 + SC3 = 6.8524e-03 + W_density = 0.7967 + H_density = 0.2050 iter = 21 - elapsed = 3.4820e-03 - tTotal = 0.076197 + elapsed = 2.4030e-03 + tTotal = 0.087928 subIterW = 0 subIterH = 0 - relError = 0.3453 + relError = 0.3308 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 6.0779e-04 - SC2 = 3.3307e-04 - SC3 = 0.013846 - W_density = 0.7800 - H_density = 0.2000 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 3.0210e-04 + SC2 = 1.6857e-04 + SC3 = 0.024296 + W_density = 0.7933 + H_density = 0.2050 iter = 22 - elapsed = 2.0150e-03 - tTotal = 0.078212 + elapsed = 3.2680e-03 + tTotal = 0.091196 subIterW = 0 subIterH = 0 - relError = 0.3462 + relError = 0.3314 toshow = scalar structure containing the fields: - initGrNormW = 351.15 - initGrNormH = 449.44 - initNorm = 14.204 - SC1 = 4.5451e-04 - SC2 = 2.4907e-04 - SC3 = 0.035269 - W_density = 0.7800 - H_density = 0.2000 + initGrNormW = 388.36 + initGrNormH = 452.91 + initNorm = 14.218 + SC1 = 2.6584e-04 + SC2 = 1.4780e-04 + SC3 = 0.020734 + W_density = 0.7900 + H_density = 0.2050 iter = 23 - elapsed = 3.7830e-03 - tTotal = 0.081995 - subIterW = 2 - subIterH = 2 - relError = 0.3469 + elapsed = 3.2840e-03 + tTotal = 0.094480 + subIterW = 0 + subIterH = 0 + relError = 0.3319 Stop: tolerance reached. final = @@ -4386,19 +4422,19 @@ scalar structure containing the fields: iterations = 23 - elapsed_total = 0.081995 - relative_error = 0.3469 - W_density = 0.7800 - H_density = 0.2000 + elapsed_total = 0.094480 + relative_error = 0.3319 + W_density = 0.7900 + H_density = 0.2050 ***** test [W,H,iter,HIS]=nmf_bpas(A,k,'verbose','type','sparse','nnlssolver','bp','alpha',1.1,'beta',1.3); - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 1.3551 - SC2 = 677.55 - SC3 = 0.5016 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 1.4705 + SC2 = 735.25 + SC3 = 0.5161 W_density = 1 H_density = 1 par = @@ -4422,477 +4458,458 @@ scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 0.023078 - SC2 = 0.021785 - SC3 = 1.8432 - W_density = 0.9833 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 0.025499 + SC2 = 0.022745 + SC3 = 2.1614 + W_density = 0.9767 H_density = 0.5500 iter = 1 - elapsed = 5.3040e-03 - tTotal = 5.3040e-03 + elapsed = 6.8200e-03 + tTotal = 6.8200e-03 subIterW = 3 - subIterH = 33 - relError = 0.5632 + subIterH = 37 + relError = 0.5697 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 0.012263 - SC2 = 6.1071e-03 - SC3 = 0.7382 - W_density = 0.6533 - H_density = 0.2350 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 0.014255 + SC2 = 6.2150e-03 + SC3 = 0.8874 + W_density = 0.5400 + H_density = 0.2100 iter = 2 - elapsed = 7.0570e-03 - tTotal = 0.012361 - subIterW = 14 - subIterH = 35 - relError = 0.4670 + elapsed = 8.8860e-03 + tTotal = 0.015706 + subIterW = 7 + subIterH = 40 + relError = 0.4673 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 3.7560e-03 - SC2 = 9.8408e-04 - SC3 = 0.079785 - W_density = 0.3000 - H_density = 0.1750 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 0.011804 + SC2 = 4.1077e-03 + SC3 = 0.6484 + W_density = 0.4367 + H_density = 0.1900 iter = 3 - elapsed = 3.7480e-03 - tTotal = 0.016109 - subIterW = 0 - subIterH = 11 - relError = 0.4627 + elapsed = 4.3820e-03 + tTotal = 0.020088 + subIterW = 5 + subIterH = 8 + relError = 0.4663 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 3.1831e-03 - SC2 = 8.1488e-04 - SC3 = 0.063607 - W_density = 0.3000 - H_density = 0.1700 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 0.015468 + SC2 = 3.8051e-03 + SC3 = 0.6113 + W_density = 0.2967 + H_density = 0.1650 iter = 4 - elapsed = 1.9320e-03 - tTotal = 0.018041 + elapsed = 4.4350e-03 + tTotal = 0.024523 subIterW = 0 subIterH = 3 - relError = 0.4615 + relError = 0.4711 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 3.9254e-03 - SC2 = 1.0049e-03 - SC3 = 0.067716 - W_density = 0.3000 - H_density = 0.1800 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 0.015814 + SC2 = 3.4792e-03 + SC3 = 0.5401 + W_density = 0.2667 + H_density = 0.1500 iter = 5 - elapsed = 1.8880e-03 - tTotal = 0.019929 - subIterW = 0 - subIterH = 1 - relError = 0.4612 + elapsed = 2.8840e-03 + tTotal = 0.027407 + subIterW = 2 + subIterH = 2 + relError = 0.4768 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 4.2871e-03 - SC2 = 1.0803e-03 - SC3 = 0.063166 - W_density = 0.3000 - H_density = 0.1650 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 0.012499 + SC2 = 2.4498e-03 + SC3 = 0.4750 + W_density = 0.2467 + H_density = 0.1200 iter = 6 - elapsed = 2.5420e-03 - tTotal = 0.022471 - subIterW = 0 - subIterH = 3 - relError = 0.4612 + elapsed = 3.6020e-03 + tTotal = 0.031009 + subIterW = 3 + subIterH = 1 + relError = 0.4845 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 4.4995e-03 - SC2 = 1.1159e-03 - SC3 = 0.1932 - W_density = 0.2967 - H_density = 0.1650 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 9.7368e-03 + SC2 = 1.3632e-03 + SC3 = 0.2202 + W_density = 0.1600 + H_density = 0.1100 iter = 7 - elapsed = 2.5250e-03 - tTotal = 0.024996 - subIterW = 0 - subIterH = 2 - relError = 0.4612 + elapsed = 2.8490e-03 + tTotal = 0.033858 + subIterW = 2 + subIterH = 1 + relError = 0.4921 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 4.7607e-03 - SC2 = 1.1997e-03 - SC3 = 0.093264 - W_density = 0.2967 - H_density = 0.1750 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 1.2121e-03 + SC2 = 1.2121e-04 + SC3 = 0.019716 + W_density = 0.1000 + H_density = 0.1000 iter = 8 - elapsed = 1.8290e-03 - tTotal = 0.026825 + elapsed = 1.7920e-03 + tTotal = 0.035650 subIterW = 0 - subIterH = 2 - relError = 0.4616 + subIterH = 1 + relError = 0.4942 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 5.6530e-03 - SC2 = 1.4246e-03 - SC3 = 0.1064 - W_density = 0.2967 - H_density = 0.1800 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 4.0147e-04 + SC2 = 4.0147e-05 + SC3 = 9.3891e-03 + W_density = 0.1000 + H_density = 0.1000 iter = 9 - elapsed = 1.7090e-03 - tTotal = 0.028534 + elapsed = 9.1100e-04 + tTotal = 0.036561 subIterW = 0 subIterH = 0 - relError = 0.4625 + relError = 0.4942 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 6.7988e-03 - SC2 = 1.6861e-03 - SC3 = 0.2500 - W_density = 0.2933 - H_density = 0.1750 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 2.6050e-04 + SC2 = 2.6050e-05 + SC3 = 6.3304e-03 + W_density = 0.1000 + H_density = 0.1000 iter = 10 - elapsed = 2.3740e-03 - tTotal = 0.030908 + elapsed = 8.2200e-04 + tTotal = 0.037383 subIterW = 0 subIterH = 0 - relError = 0.4642 + relError = 0.4942 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 7.7484e-03 - SC2 = 1.8906e-03 - SC3 = 0.2458 - W_density = 0.2867 - H_density = 0.1750 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 1.6976e-04 + SC2 = 1.6976e-05 + SC3 = 3.8299e-03 + W_density = 0.1000 + H_density = 0.1000 iter = 11 - elapsed = 1.8000e-03 - tTotal = 0.032708 - subIterW = 1 + elapsed = 8.4200e-04 + tTotal = 0.038225 + subIterW = 0 subIterH = 0 - relError = 0.4666 + relError = 0.4942 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 6.9489e-03 - SC2 = 1.6260e-03 - SC3 = 0.2367 - W_density = 0.2767 - H_density = 0.1650 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 1.1064e-04 + SC2 = 1.1064e-05 + SC3 = 2.5886e-03 + W_density = 0.1000 + H_density = 0.1000 iter = 12 - elapsed = 2.5450e-03 - tTotal = 0.035253 - subIterW = 1 - subIterH = 1 - relError = 0.4699 + elapsed = 9.7900e-04 + tTotal = 0.039204 + subIterW = 0 + subIterH = 0 + relError = 0.4942 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 7.3187e-03 - SC2 = 1.6540e-03 - SC3 = 0.2292 - W_density = 0.2600 - H_density = 0.1650 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 7.2120e-05 + SC2 = 7.2120e-06 + SC3 = 1.8982e-03 + W_density = 0.1000 + H_density = 0.1000 iter = 13 - elapsed = 1.7660e-03 - tTotal = 0.037019 - subIterW = 1 + elapsed = 1.0600e-03 + tTotal = 0.040264 + subIterW = 0 subIterH = 0 - relError = 0.4740 + relError = 0.4942 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 7.0650e-03 - SC2 = 1.5402e-03 - SC3 = 0.2364 - W_density = 0.2467 - H_density = 0.1600 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 4.7012e-05 + SC2 = 4.7012e-06 + SC3 = 1.1422e-03 + W_density = 0.1000 + H_density = 0.1000 iter = 14 - elapsed = 2.4560e-03 - tTotal = 0.039475 - subIterW = 1 + elapsed = 1.0290e-03 + tTotal = 0.041293 + subIterW = 0 subIterH = 0 - relError = 0.4782 + relError = 0.4942 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 6.9992e-03 - SC2 = 1.2878e-03 - SC3 = 0.1011 - W_density = 0.2000 - H_density = 0.1550 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 3.0646e-05 + SC2 = 3.0646e-06 + SC3 = 8.4167e-04 + W_density = 0.1000 + H_density = 0.1000 iter = 15 - elapsed = 1.8450e-03 - tTotal = 0.041320 + elapsed = 9.9300e-04 + tTotal = 0.042286 subIterW = 0 - subIterH = 2 - relError = 0.4801 + subIterH = 0 + relError = 0.4942 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 9.0514e-03 - SC2 = 1.6473e-03 - SC3 = 0.1660 - W_density = 0.2000 - H_density = 0.1550 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 1.9978e-05 + SC2 = 1.9978e-06 + SC3 = 4.6739e-04 + W_density = 0.1000 + H_density = 0.1000 iter = 16 - elapsed = 1.7310e-03 - tTotal = 0.043051 + elapsed = 1.0030e-03 + tTotal = 0.043289 subIterW = 0 - subIterH = 2 - relError = 0.4810 + subIterH = 0 + relError = 0.4942 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 0.012495 - SC2 = 2.2491e-03 - SC3 = 0.1862 - W_density = 0.2000 - H_density = 0.1500 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 1.3024e-05 + SC2 = 1.3024e-06 + SC3 = 3.1641e-04 + W_density = 0.1000 + H_density = 0.1000 iter = 17 - elapsed = 1.5320e-03 - tTotal = 0.044583 + elapsed = 1.0610e-03 + tTotal = 0.044350 subIterW = 0 subIterH = 0 - relError = 0.4829 + relError = 0.4942 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 0.014457 - SC2 = 2.4867e-03 - SC3 = 0.4897 - W_density = 0.1967 - H_density = 0.1350 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 8.4902e-06 + SC2 = 8.4902e-07 + SC3 = 1.9154e-04 + W_density = 0.1000 + H_density = 0.1000 iter = 18 - elapsed = 2.2870e-03 - tTotal = 0.046870 + elapsed = 1.0480e-03 + tTotal = 0.045398 subIterW = 0 - subIterH = 1 - relError = 0.4851 + subIterH = 0 + relError = 0.4942 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 0.014805 - SC2 = 2.4281e-03 - SC3 = 0.4789 - W_density = 0.1867 - H_density = 0.1300 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 5.5349e-06 + SC2 = 5.5349e-07 + SC3 = 1.2949e-04 + W_density = 0.1000 + H_density = 0.1000 iter = 19 - elapsed = 2.3350e-03 - tTotal = 0.049205 - subIterW = 1 + elapsed = 1.0100e-03 + tTotal = 0.046408 + subIterW = 0 subIterH = 0 - relError = 0.4888 + relError = 0.4942 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 0.013826 - SC2 = 2.1569e-03 - SC3 = 0.3749 - W_density = 0.1767 - H_density = 0.1250 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 3.6083e-06 + SC2 = 3.6083e-07 + SC3 = 8.4417e-05 + W_density = 0.1000 + H_density = 0.1000 iter = 20 - elapsed = 2.3660e-03 - tTotal = 0.051571 - subIterW = 1 + elapsed = 1.0960e-03 + tTotal = 0.047504 + subIterW = 0 subIterH = 0 - relError = 0.4948 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 0.011988 - SC2 = 1.6544e-03 - SC3 = 0.1277 - W_density = 0.1567 - H_density = 0.1100 - iter = 21 - elapsed = 2.4650e-03 - tTotal = 0.054036 - subIterW = 1 - subIterH = 1 - relError = 0.4998 + relError = 0.4942 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 9.3554e-04 - SC2 = 9.3554e-05 - SC3 = 0.018323 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 2.3523e-06 + SC2 = 2.3523e-07 + SC3 = 4.9530e-05 W_density = 0.1000 H_density = 0.1000 - iter = 22 - elapsed = 1.8740e-03 - tTotal = 0.055910 + iter = 21 + elapsed = 9.6200e-04 + tTotal = 0.048466 subIterW = 0 - subIterH = 1 - relError = 0.5000 + subIterH = 0 + relError = 0.4942 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 5.5260e-04 - SC2 = 5.5260e-05 - SC3 = 0.012309 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 1.5335e-06 + SC2 = 1.5335e-07 + SC3 = 3.3403e-05 W_density = 0.1000 H_density = 0.1000 - iter = 23 - elapsed = 9.0300e-04 - tTotal = 0.056813 + iter = 22 + elapsed = 9.5300e-04 + tTotal = 0.049419 subIterW = 0 subIterH = 0 - relError = 0.4999 + relError = 0.4942 toshow = scalar structure containing the fields: - initGrNormW = 395.01 - initGrNormH = 550.49 - initNorm = 14.204 - SC1 = 3.5905e-04 - SC2 = 3.5905e-05 - SC3 = 7.9998e-03 + initGrNormW = 424.04 + initGrNormH = 600.65 + initNorm = 14.218 + SC1 = 9.9972e-07 + SC2 = 9.9972e-08 + SC3 = 2.4289e-05 W_density = 0.1000 H_density = 0.1000 - iter = 24 - elapsed = 8.7900e-04 - tTotal = 0.057692 + iter = 23 + elapsed = 9.2100e-04 + tTotal = 0.050340 subIterW = 0 subIterH = 0 - relError = 0.4999 + relError = 0.4942 Stop: tolerance reached. final = scalar structure containing the fields: - iterations = 24 - elapsed_total = 0.057692 - relative_error = 0.4999 + iterations = 23 + elapsed_total = 0.050340 + relative_error = 0.4942 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 = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 0.9555 - SC2 = 477.73 - SC3 = 0.4702 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 0.9989 + SC2 = 499.46 + SC3 = 0.4748 W_density = 1 H_density = 1 par = @@ -4903,8 +4920,8 @@ n = 20 type = plain nnls_solver = bp - alpha = 0.5000 - beta = 0.5000 + alpha = 0.4982 + beta = 0.4982 max_iter = 100 min_iter = 20 max_time = 1000 @@ -4916,677 +4933,468 @@ scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 0.015088 - SC2 = 0.011075 - SC3 = 0.4740 - W_density = 0.7367 - H_density = 0.5900 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 0.021818 + SC2 = 0.016145 + SC3 = 0.6833 + W_density = 0.7500 + H_density = 0.6000 iter = 1 - elapsed = 9.2070e-03 - tTotal = 9.2070e-03 - subIterW = 50 - subIterH = 34 - relError = 0.3389 + elapsed = 9.2270e-03 + tTotal = 9.2270e-03 + subIterW = 42 + subIterH = 35 + relError = 0.3524 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 9.8197e-03 - SC2 = 6.8738e-03 - SC3 = 0.3677 - W_density = 0.7400 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 0.011118 + SC2 = 7.8272e-03 + SC3 = 0.4116 + W_density = 0.7300 H_density = 0.6200 iter = 2 - elapsed = 7.2580e-03 - tTotal = 0.016465 - subIterW = 17 - subIterH = 26 - relError = 0.3062 + elapsed = 7.7790e-03 + tTotal = 0.017006 + subIterW = 22 + subIterH = 22 + relError = 0.3004 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 7.2351e-03 - SC2 = 4.9054e-03 - SC3 = 0.2865 - W_density = 0.7233 - H_density = 0.5950 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 7.9041e-03 + SC2 = 5.3748e-03 + SC3 = 0.2939 + W_density = 0.7067 + H_density = 0.6150 iter = 3 - elapsed = 5.1290e-03 - tTotal = 0.021594 - subIterW = 14 - subIterH = 7 - relError = 0.2912 + elapsed = 6.8340e-03 + tTotal = 0.023840 + subIterW = 11 + subIterH = 16 + relError = 0.2802 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 6.2012e-03 - SC2 = 4.1300e-03 - SC3 = 0.2396 - W_density = 0.7100 - H_density = 0.5900 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 5.7327e-03 + SC2 = 3.8753e-03 + SC3 = 0.2249 + W_density = 0.7067 + H_density = 0.6100 iter = 4 - elapsed = 4.9280e-03 - tTotal = 0.026522 - subIterW = 9 - subIterH = 9 - relError = 0.2819 + elapsed = 5.7740e-03 + tTotal = 0.029614 + subIterW = 13 + subIterH = 12 + relError = 0.2694 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 5.7309e-03 - SC2 = 3.7709e-03 - SC3 = 0.2244 - W_density = 0.6933 - H_density = 0.5900 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 5.1007e-03 + SC2 = 3.4277e-03 + SC3 = 0.2080 + W_density = 0.7167 + H_density = 0.6000 iter = 5 - elapsed = 4.0610e-03 - tTotal = 0.030583 - subIterW = 5 + elapsed = 4.9320e-03 + tTotal = 0.034546 + subIterW = 9 subIterH = 8 - relError = 0.2748 + relError = 0.2634 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 5.4895e-03 - SC2 = 3.5572e-03 - SC3 = 0.2165 - W_density = 0.6833 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 4.4081e-03 + SC2 = 2.8917e-03 + SC3 = 0.1714 + W_density = 0.7033 H_density = 0.5850 iter = 6 - elapsed = 5.3470e-03 - tTotal = 0.035930 - subIterW = 10 + elapsed = 4.6310e-03 + tTotal = 0.039177 + subIterW = 4 subIterH = 5 - relError = 0.2686 + relError = 0.2592 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 4.8352e-03 - SC2 = 3.1138e-03 - SC3 = 0.1804 - W_density = 0.6767 - H_density = 0.5900 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 3.3675e-03 + SC2 = 2.1754e-03 + SC3 = 0.1350 + W_density = 0.6933 + H_density = 0.5650 iter = 7 - elapsed = 4.2460e-03 - tTotal = 0.040176 - subIterW = 11 - subIterH = 6 - relError = 0.2636 + elapsed = 5.3380e-03 + tTotal = 0.044515 + subIterW = 9 + subIterH = 4 + relError = 0.2564 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 4.1193e-03 - SC2 = 2.6858e-03 - SC3 = 0.1520 - W_density = 0.6900 - H_density = 0.5750 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 2.7595e-03 + SC2 = 1.7937e-03 + SC3 = 0.1125 + W_density = 0.7000 + H_density = 0.5700 iter = 8 - elapsed = 4.5940e-03 - tTotal = 0.044770 - subIterW = 4 - subIterH = 2 - relError = 0.2600 + elapsed = 5.3060e-03 + tTotal = 0.049821 + subIterW = 7 + subIterH = 5 + relError = 0.2546 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 3.5465e-03 - SC2 = 2.2982e-03 - SC3 = 0.1432 - W_density = 0.6900 - H_density = 0.5600 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 2.5285e-03 + SC2 = 1.6486e-03 + SC3 = 0.1033 + W_density = 0.7033 + H_density = 0.5700 iter = 9 - elapsed = 4.0100e-03 - tTotal = 0.048780 - subIterW = 4 - subIterH = 7 - relError = 0.2574 + elapsed = 4.2050e-03 + tTotal = 0.054026 + subIterW = 0 + subIterH = 2 + relError = 0.2533 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 3.1643e-03 - SC2 = 2.0821e-03 - SC3 = 0.1325 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 2.4405e-03 + SC2 = 1.5815e-03 + SC3 = 0.1004 W_density = 0.7033 - H_density = 0.5750 + H_density = 0.5650 iter = 10 - elapsed = 3.9320e-03 - tTotal = 0.052712 + elapsed = 4.5920e-03 + tTotal = 0.058618 subIterW = 6 - subIterH = 2 - relError = 0.2556 + subIterH = 3 + relError = 0.2521 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 2.7836e-03 - SC2 = 1.8205e-03 - SC3 = 0.1195 - W_density = 0.6967 - H_density = 0.5700 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 2.3889e-03 + SC2 = 1.5528e-03 + SC3 = 0.1010 + W_density = 0.7133 + H_density = 0.5550 iter = 11 - elapsed = 4.0460e-03 - tTotal = 0.056758 - subIterW = 7 - subIterH = 3 - relError = 0.2541 + elapsed = 5.0970e-03 + tTotal = 0.063715 + subIterW = 5 + subIterH = 2 + relError = 0.2509 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 2.5165e-03 - SC2 = 1.6307e-03 - SC3 = 0.1066 - W_density = 0.6867 - H_density = 0.5800 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 2.5287e-03 + SC2 = 1.6285e-03 + SC3 = 0.1011 + W_density = 0.6967 + H_density = 0.5450 iter = 12 - elapsed = 3.9030e-03 - tTotal = 0.060661 - subIterW = 4 + elapsed = 4.4370e-03 + tTotal = 0.068152 + subIterW = 5 subIterH = 2 - relError = 0.2529 + relError = 0.2498 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 2.1214e-03 - SC2 = 1.3832e-03 - SC3 = 0.094844 - W_density = 0.6967 - H_density = 0.5800 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 2.5980e-03 + SC2 = 1.6679e-03 + SC3 = 0.1036 + W_density = 0.7000 + H_density = 0.5400 iter = 13 - elapsed = 4.6020e-03 - tTotal = 0.065263 + elapsed = 4.4660e-03 + tTotal = 0.072618 subIterW = 5 - subIterH = 4 - relError = 0.2520 + subIterH = 3 + relError = 0.2485 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 1.7615e-03 - SC2 = 1.1379e-03 - SC3 = 0.082109 - W_density = 0.6933 - H_density = 0.5700 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 2.6749e-03 + SC2 = 1.7333e-03 + SC3 = 0.099213 + W_density = 0.7100 + H_density = 0.5500 iter = 14 - elapsed = 4.0700e-03 - tTotal = 0.069333 - subIterW = 8 - subIterH = 4 - relError = 0.2513 + elapsed = 4.4580e-03 + tTotal = 0.077076 + subIterW = 7 + subIterH = 2 + relError = 0.2472 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 1.4958e-03 - SC2 = 9.6628e-04 - SC3 = 0.067931 - W_density = 0.6867 - H_density = 0.5750 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 2.5408e-03 + SC2 = 1.6261e-03 + SC3 = 0.092042 + W_density = 0.6967 + H_density = 0.5450 iter = 15 - elapsed = 3.8690e-03 - tTotal = 0.073202 + elapsed = 4.2460e-03 + tTotal = 0.081322 subIterW = 4 subIterH = 0 - relError = 0.2509 + relError = 0.2458 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 1.3128e-03 - SC2 = 8.4022e-04 - SC3 = 0.057959 - W_density = 0.6767 - H_density = 0.5850 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 2.2185e-03 + SC2 = 1.4287e-03 + SC3 = 0.042026 + W_density = 0.6967 + H_density = 0.5550 iter = 16 - elapsed = 3.9440e-03 - tTotal = 0.077146 - subIterW = 3 + elapsed = 3.4230e-03 + tTotal = 0.084745 + subIterW = 0 subIterH = 2 - relError = 0.2505 + relError = 0.2446 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 1.1828e-03 - SC2 = 7.5227e-04 - SC3 = 0.052397 - W_density = 0.6767 - H_density = 0.5750 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 1.9855e-03 + SC2 = 1.2906e-03 + SC3 = 0.075554 + W_density = 0.7033 + H_density = 0.5600 iter = 17 - elapsed = 3.9080e-03 - tTotal = 0.081054 + elapsed = 4.3320e-03 + tTotal = 0.089077 subIterW = 2 subIterH = 2 - relError = 0.2503 + relError = 0.2438 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 1.1136e-03 - SC2 = 7.0601e-04 - SC3 = 0.048943 - W_density = 0.6733 - H_density = 0.5750 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 1.6361e-03 + SC2 = 1.0439e-03 + SC3 = 0.070535 + W_density = 0.6967 + H_density = 0.5400 iter = 18 - elapsed = 3.1290e-03 - tTotal = 0.084183 - subIterW = 5 - subIterH = 0 - relError = 0.2500 + elapsed = 4.9950e-03 + tTotal = 0.094072 + subIterW = 4 + subIterH = 4 + relError = 0.2432 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 1.0784e-03 - SC2 = 6.8373e-04 - SC3 = 0.048162 - W_density = 0.6733 - H_density = 0.5750 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 1.2913e-03 + SC2 = 8.2644e-04 + SC3 = 0.059689 + W_density = 0.7033 + H_density = 0.5450 iter = 19 - elapsed = 3.0570e-03 - tTotal = 0.087240 + elapsed = 4.9570e-03 + tTotal = 0.099029 subIterW = 2 - subIterH = 0 - relError = 0.2498 + subIterH = 3 + relError = 0.2428 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 1.0455e-03 - SC2 = 6.6496e-04 - SC3 = 0.048307 - W_density = 0.6767 - H_density = 0.5750 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 1.1228e-03 + SC2 = 7.2535e-04 + SC3 = 0.052479 + W_density = 0.7100 + H_density = 0.5400 iter = 20 - elapsed = 3.9760e-03 - tTotal = 0.091216 - subIterW = 3 - subIterH = 3 - relError = 0.2496 + elapsed = 4.2910e-03 + tTotal = 0.1033 + subIterW = 4 + subIterH = 0 + relError = 0.2425 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 1.0505e-03 - SC2 = 6.7235e-04 - SC3 = 0.047778 - W_density = 0.6800 - H_density = 0.5800 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 1.0015e-03 + SC2 = 6.4895e-04 + SC3 = 0.023360 + W_density = 0.7100 + H_density = 0.5400 iter = 21 - elapsed = 3.6850e-03 - tTotal = 0.094901 + elapsed = 2.5960e-03 + tTotal = 0.1059 subIterW = 0 subIterH = 0 - relError = 0.2494 + relError = 0.2423 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 1.0859e-03 - SC2 = 6.9496e-04 - SC3 = 0.027672 - W_density = 0.6800 - H_density = 0.5750 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 8.9006e-04 + SC2 = 5.7142e-04 + SC3 = 0.041634 + W_density = 0.7067 + H_density = 0.5300 iter = 22 - elapsed = 3.0790e-03 - tTotal = 0.097980 + elapsed = 4.5140e-03 + tTotal = 0.1104 subIterW = 0 - subIterH = 0 - relError = 0.2492 + subIterH = 6 + relError = 0.2422 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 1.1317e-03 - SC2 = 7.1751e-04 - SC3 = 0.049661 - W_density = 0.6700 - H_density = 0.5750 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 7.9302e-04 + SC2 = 5.1071e-04 + SC3 = 0.037732 + W_density = 0.7100 + H_density = 0.5350 iter = 23 - elapsed = 3.2120e-03 - tTotal = 0.1012 + elapsed = 4.4860e-03 + tTotal = 0.1149 subIterW = 3 subIterH = 0 - relError = 0.2490 + relError = 0.2420 toshow = scalar structure containing the fields: - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 1.1107e-03 - SC2 = 7.0195e-04 - SC3 = 0.048479 - W_density = 0.6667 - H_density = 0.5800 + initGrNormW = 313.27 + initGrNormH = 388.99 + initNorm = 14.218 + SC1 = 7.1628e-04 + SC2 = 4.5556e-04 + SC3 = 0.035283 + W_density = 0.7067 + H_density = 0.5300 iter = 24 - elapsed = 3.9010e-03 - tTotal = 0.1051 - subIterW = 0 - subIterH = 3 - relError = 0.2488 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 1.1325e-03 - SC2 = 7.1123e-04 - SC3 = 0.048955 - W_density = 0.6633 - H_density = 0.5750 - iter = 25 - elapsed = 3.7670e-03 - tTotal = 0.1089 + elapsed = 4.1660e-03 + tTotal = 0.1191 subIterW = 0 subIterH = 0 - relError = 0.2486 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 1.1493e-03 - SC2 = 7.1946e-04 - SC3 = 0.026194 - W_density = 0.6633 - H_density = 0.5700 - iter = 26 - elapsed = 3.0090e-03 - tTotal = 0.1119 - subIterW = 0 - subIterH = 0 - relError = 0.2484 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 1.1644e-03 - SC2 = 7.3825e-04 - SC3 = 0.048945 - W_density = 0.6733 - H_density = 0.5750 - iter = 27 - elapsed = 3.9420e-03 - tTotal = 0.1158 - subIterW = 3 - subIterH = 0 - relError = 0.2482 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 1.1610e-03 - SC2 = 7.3607e-04 - SC3 = 0.047978 - W_density = 0.6700 - H_density = 0.5800 - iter = 28 - elapsed = 3.9050e-03 - tTotal = 0.1197 - subIterW = 0 - subIterH = 3 - relError = 0.2480 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 1.1742e-03 - SC2 = 7.5148e-04 - SC3 = 0.047350 - W_density = 0.6767 - H_density = 0.5850 - iter = 29 - elapsed = 3.8700e-03 - tTotal = 0.1236 - subIterW = 2 - subIterH = 0 - relError = 0.2477 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 1.1952e-03 - SC2 = 7.6730e-04 - SC3 = 0.047559 - W_density = 0.6800 - H_density = 0.5850 - iter = 30 - elapsed = 3.0480e-03 - tTotal = 0.1266 - subIterW = 0 - subIterH = 0 - relError = 0.2475 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 1.1114e-03 - SC2 = 7.0907e-04 - SC3 = 0.045439 - W_density = 0.6767 - H_density = 0.5800 - iter = 31 - elapsed = 3.7580e-03 - tTotal = 0.1304 - subIterW = 0 - subIterH = 0 - relError = 0.2473 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 1.0390e-03 - SC2 = 6.6078e-04 - SC3 = 0.042146 - W_density = 0.6767 - H_density = 0.5750 - iter = 32 - elapsed = 3.8760e-03 - tTotal = 0.1343 - subIterW = 2 - subIterH = 0 - relError = 0.2470 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 9.6387e-04 - SC2 = 6.1880e-04 - SC3 = 0.038853 - W_density = 0.6833 - H_density = 0.5750 - iter = 33 - elapsed = 3.1450e-03 - tTotal = 0.1374 - subIterW = 2 - subIterH = 0 - relError = 0.2469 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 9.2757e-04 - SC2 = 5.9736e-04 - SC3 = 0.037686 - W_density = 0.6867 - H_density = 0.5700 - iter = 34 - elapsed = 3.8620e-03 - tTotal = 0.1413 - subIterW = 0 - subIterH = 3 - relError = 0.2467 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 297.75 - initGrNormH = 373.59 - initNorm = 14.204 - SC1 = 9.1951e-04 - SC2 = 5.9217e-04 - SC3 = 0.036912 - W_density = 0.6867 - H_density = 0.5750 - iter = 35 - elapsed = 3.8190e-03 - tTotal = 0.1451 - subIterW = 2 - subIterH = 0 - relError = 0.2466 + relError = 0.2419 Stop: tolerance reached. final = scalar structure containing the fields: - iterations = 35 - elapsed_total = 0.1451 - relative_error = 0.2466 - W_density = 0.6867 - H_density = 0.5750 + iterations = 24 + elapsed_total = 0.1191 + relative_error = 0.2419 + W_density = 0.7067 + H_density = 0.5300 ***** demo m = 300; @@ -5672,12 +5480,14 @@ 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/1393125/tmp/hooks/B01_cleanup starting +I: user script /srv/workspace/pbuilder/1393125/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/1359270 and its subdirectories -I: Current time: Tue Oct 21 05:04:34 -12 2025 -I: pbuilder-time-stamp: 1761066274 +I: removing directory /srv/workspace/pbuilder/1393125 and its subdirectories +I: Current time: Tue Nov 24 13:30:36 +14 2026 +I: pbuilder-time-stamp: 1795476636