Diff of the two buildlogs: -- --- b1/build.log 2024-05-06 18:23:07.236996244 +0000 +++ b2/build.log 2024-05-06 18:24:27.621575999 +0000 @@ -1,6 +1,6 @@ I: pbuilder: network access will be disabled during build -I: Current time: Sun Jun 8 12:44:54 -12 2025 -I: pbuilder-time-stamp: 1749429894 +I: Current time: Mon Jun 9 14:46:10 +14 2025 +I: pbuilder-time-stamp: 1749429970 I: Building the build Environment I: extracting base tarball [/var/cache/pbuilder/unstable-reproducible-base.tgz] I: copying local configuration @@ -26,52 +26,84 @@ dpkg-source: info: unpacking octave-linear-algebra_2.2.3-4.debian.tar.xz I: Not using root during the build. I: Installing the build-deps -I: user script /srv/workspace/pbuilder/3337932/tmp/hooks/D02_print_environment starting +I: user script /srv/workspace/pbuilder/2848989/tmp/hooks/D01_modify_environment starting +debug: Running on codethink01-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 Jun 9 00:46 /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/2848989/tmp/hooks/D01_modify_environment finished +I: user script /srv/workspace/pbuilder/2848989/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]="2" [2]="21" [3]="1" [4]="release" [5]="aarch64-unknown-linux-gnu") + BASH_VERSION='5.2.21(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='8dd0f600c4204ab3b0f9bdfb6c09c4ca' - 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='3337932' - PS1='# ' - PS2='> ' + INVOCATION_ID=79e69c5540054e1790d9cd2b9f822e51 + 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=2848989 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.5oqdubIa/pbuilderrc_YQTE --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.5oqdubIa/b1 --logfile b1/build.log octave-linear-algebra_2.2.3-4.dsc' - SUDO_GID='109' - 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.5oqdubIa/pbuilderrc_x7Cv --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.5oqdubIa/b2 --logfile b2/build.log octave-linear-algebra_2.2.3-4.dsc' + SUDO_GID=109 + 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 6.1.0-20-cloud-arm64 #1 SMP Debian 6.1.85-1 (2024-04-11) aarch64 GNU/Linux + Linux i-capture-the-hostname 6.1.0-20-cloud-arm64 #1 SMP Debian 6.1.85-1 (2024-04-11) aarch64 GNU/Linux I: ls -l /bin lrwxrwxrwx 1 root root 7 Jun 7 14:05 /bin -> usr/bin -I: user script /srv/workspace/pbuilder/3337932/tmp/hooks/D02_print_environment finished +I: user script /srv/workspace/pbuilder/2848989/tmp/hooks/D02_print_environment finished -> Attempting to satisfy build-dependencies -> Creating pbuilder-satisfydepends-dummy package Package: pbuilder-satisfydepends-dummy @@ -641,7 +673,7 @@ Get: 530 http://deb.debian.org/debian unstable/main arm64 gfortran arm64 4:13.2.0-7 [1428 B] Get: 531 http://deb.debian.org/debian unstable/main arm64 octave-dev arm64 8.4.0-1+b3 [951 kB] Get: 532 http://deb.debian.org/debian unstable/main arm64 dh-octave all 1.8.0 [22.7 kB] -Fetched 211 MB in 1s (204 MB/s) +Fetched 211 MB in 1s (154 MB/s) debconf: delaying package configuration, since apt-utils is not installed Selecting previously unselected package netbase. (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 ... 19744 files and directories currently installed.) @@ -2825,7 +2857,11 @@ Building tag database... -> Finished parsing the build-deps 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_2.2.3-4_source.changes +I: user script /srv/workspace/pbuilder/2848989/tmp/hooks/A99_set_merged_usr starting +Not re-configuring usrmerge for unstable +I: user script /srv/workspace/pbuilder/2848989/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_2.2.3-4_source.changes dpkg-buildpackage: info: source package octave-linear-algebra dpkg-buildpackage: info: source version 2.2.3-4 dpkg-buildpackage: info: source distribution unstable @@ -2873,7 +2909,7 @@ circulant_make_matrix at line 43 column 5 __test__ at line 2 column 1 test at line 682 column 11 - /tmp/tmp.QeiKBP4PE7 at line 14 column 31 + /tmp/tmp.O7AWIuCvsq at line 14 column 31 1 test, 1 passed, 0 known failure, 0 skipped [inst/circulant_make_matrix.m] @@ -2956,12 +2992,12 @@ Stop: tolerance reached. ***** test [W,H,iter,HIS]=nmf_bpas(A,k,'verbose'); - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 1.0016 - SC2 = 500.78 - SC3 = 0.4751 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 1.1468 + SC2 = 573.38 + SC3 = 0.4966 W_density = 1 H_density = 1 par = @@ -2972,8 +3008,8 @@ n = 20 type = regularized nnls_solver = bp - alpha = 0.4815 - beta = 0.4815 + alpha = 0.4985 + beta = 0.4985 max_iter = 100 min_iter = 20 max_time = 1000 @@ -2985,438 +3021,438 @@ scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 0.030383 - SC2 = 0.029350 - SC3 = 1.9286 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 0.031517 + SC2 = 0.030760 + SC3 = 2.3051 W_density = 0.9600 - H_density = 0.7050 + H_density = 0.6800 iter = 1 - elapsed = 5.0270e-03 - tTotal = 5.0270e-03 - subIterW = 6 - subIterH = 28 - relError = 0.4396 + elapsed = 5.7270e-03 + tTotal = 5.7270e-03 + subIterW = 8 + subIterH = 30 + relError = 0.4342 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 0.017206 - SC2 = 0.016036 - SC3 = 1.0485 - W_density = 0.9100 - H_density = 0.5750 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 0.017086 + SC2 = 0.016164 + SC3 = 1.2307 + W_density = 0.9167 + H_density = 0.5250 iter = 2 - elapsed = 5.1870e-03 - tTotal = 0.010214 - subIterW = 9 + elapsed = 5.4840e-03 + tTotal = 0.011211 + subIterW = 7 subIterH = 25 - relError = 0.3480 + relError = 0.3400 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 0.010959 - SC2 = 0.010104 - SC3 = 0.6757 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 0.011231 + SC2 = 0.010332 + SC3 = 0.8012 W_density = 0.8933 - H_density = 0.5900 + H_density = 0.5850 iter = 3 - elapsed = 4.7020e-03 - tTotal = 0.014916 - subIterW = 7 - subIterH = 17 - relError = 0.3170 + elapsed = 4.3870e-03 + tTotal = 0.015598 + subIterW = 8 + subIterH = 15 + relError = 0.3098 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 7.9332e-03 - SC2 = 7.0764e-03 - SC3 = 0.4846 - W_density = 0.8633 - H_density = 0.5850 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 8.0033e-03 + SC2 = 7.2670e-03 + SC3 = 0.5632 + W_density = 0.8833 + H_density = 0.6000 iter = 4 - elapsed = 4.6670e-03 - tTotal = 0.019583 - subIterW = 9 - subIterH = 9 - relError = 0.3007 + elapsed = 5.0130e-03 + tTotal = 0.020611 + subIterW = 4 + subIterH = 12 + relError = 0.2933 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 6.0302e-03 - SC2 = 5.2101e-03 - SC3 = 0.3632 - W_density = 0.8400 - H_density = 0.5950 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 6.0400e-03 + SC2 = 5.3273e-03 + SC3 = 0.4206 + W_density = 0.8567 + H_density = 0.6450 iter = 5 - elapsed = 4.2510e-03 - tTotal = 0.023834 - subIterW = 11 - subIterH = 6 - relError = 0.2887 + elapsed = 5.1430e-03 + tTotal = 0.025754 + subIterW = 9 + subIterH = 10 + relError = 0.2829 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 4.7626e-03 - SC2 = 3.9816e-03 - SC3 = 0.2898 - W_density = 0.8267 - H_density = 0.6400 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 4.7241e-03 + SC2 = 4.0344e-03 + SC3 = 0.3286 + W_density = 0.8300 + H_density = 0.6800 iter = 6 - elapsed = 4.1620e-03 - tTotal = 0.027996 - subIterW = 8 - subIterH = 8 - relError = 0.2813 + elapsed = 4.5330e-03 + tTotal = 0.030287 + subIterW = 9 + subIterH = 7 + relError = 0.2765 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 3.7136e-03 - SC2 = 3.0823e-03 - SC3 = 0.2264 - W_density = 0.8267 - H_density = 0.6600 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 3.7099e-03 + SC2 = 3.1015e-03 + SC3 = 0.2545 + W_density = 0.8067 + H_density = 0.7000 iter = 7 - elapsed = 4.0520e-03 - tTotal = 0.032048 - subIterW = 10 - subIterH = 2 - relError = 0.2764 + elapsed = 5.5060e-03 + tTotal = 0.035793 + subIterW = 9 + subIterH = 7 + relError = 0.2730 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 2.9979e-03 - SC2 = 2.4163e-03 - SC3 = 0.1807 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 2.9602e-03 + SC2 = 2.4570e-03 + SC3 = 0.2019 W_density = 0.8033 - H_density = 0.6850 + H_density = 0.7250 iter = 8 - elapsed = 4.1600e-03 - tTotal = 0.036208 - subIterW = 12 + elapsed = 4.6570e-03 + tTotal = 0.040450 + subIterW = 0 subIterH = 5 - relError = 0.2730 + relError = 0.2704 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 2.4036e-03 - SC2 = 1.9085e-03 - SC3 = 0.1450 - W_density = 0.7967 - H_density = 0.7050 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 2.4306e-03 + SC2 = 1.9882e-03 + SC3 = 0.1645 + W_density = 0.7933 + H_density = 0.7450 iter = 9 - elapsed = 3.9160e-03 - tTotal = 0.040124 - subIterW = 2 - subIterH = 6 - relError = 0.2705 + elapsed = 4.2470e-03 + tTotal = 0.044697 + subIterW = 5 + subIterH = 4 + relError = 0.2684 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 1.9539e-03 - SC2 = 1.5436e-03 - SC3 = 0.1167 - W_density = 0.7967 - H_density = 0.7150 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 1.9857e-03 + SC2 = 1.6204e-03 + SC3 = 0.1333 + W_density = 0.7933 + H_density = 0.7350 iter = 10 - elapsed = 3.8940e-03 - tTotal = 0.044018 + elapsed = 4.2080e-03 + tTotal = 0.048905 subIterW = 2 - subIterH = 6 - relError = 0.2687 + subIterH = 7 + relError = 0.2668 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 1.6046e-03 - SC2 = 1.2708e-03 - SC3 = 0.093174 - W_density = 0.7900 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 1.6580e-03 + SC2 = 1.3198e-03 + SC3 = 0.1092 + W_density = 0.7700 H_density = 0.7200 iter = 11 - elapsed = 3.9510e-03 - tTotal = 0.047969 - subIterW = 4 - subIterH = 3 - relError = 0.2671 + elapsed = 4.2190e-03 + tTotal = 0.053124 + subIterW = 7 + subIterH = 6 + relError = 0.2655 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 1.3524e-03 - SC2 = 1.0576e-03 - SC3 = 0.077857 - W_density = 0.7800 - H_density = 0.7300 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 1.3557e-03 + SC2 = 1.0710e-03 + SC3 = 0.088734 + W_density = 0.7700 + H_density = 0.7450 iter = 12 - elapsed = 3.9730e-03 - tTotal = 0.051942 - subIterW = 5 - subIterH = 4 - relError = 0.2660 + elapsed = 4.7050e-03 + tTotal = 0.057829 + subIterW = 3 + subIterH = 5 + relError = 0.2648 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 1.1607e-03 - SC2 = 8.9835e-04 - SC3 = 0.066399 - W_density = 0.7767 - H_density = 0.7200 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 1.1310e-03 + SC2 = 8.7993e-04 + SC3 = 0.073598 + W_density = 0.7633 + H_density = 0.7450 iter = 13 - elapsed = 3.6940e-03 - tTotal = 0.055636 - subIterW = 0 - subIterH = 4 - relError = 0.2651 + elapsed = 3.9630e-03 + tTotal = 0.061792 + subIterW = 2 + subIterH = 2 + relError = 0.2642 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 1.0033e-03 - SC2 = 7.7055e-04 - SC3 = 0.056765 - W_density = 0.7700 - H_density = 0.7350 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 9.4112e-04 + SC2 = 7.2655e-04 + SC3 = 0.059794 + W_density = 0.7567 + H_density = 0.7500 iter = 14 - elapsed = 3.9470e-03 - tTotal = 0.059583 + elapsed = 4.0530e-03 + tTotal = 0.065845 subIterW = 4 - subIterH = 4 - relError = 0.2645 + subIterH = 3 + relError = 0.2638 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 8.5734e-04 - SC2 = 6.6358e-04 - SC3 = 0.048709 - W_density = 0.7800 - H_density = 0.7400 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 7.9325e-04 + SC2 = 6.0763e-04 + SC3 = 0.049643 + W_density = 0.7567 + H_density = 0.7500 iter = 15 - elapsed = 3.8400e-03 - tTotal = 0.063423 - subIterW = 5 - subIterH = 0 - relError = 0.2641 + elapsed = 3.9130e-03 + tTotal = 0.069758 + subIterW = 2 + subIterH = 2 + relError = 0.2635 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 7.4239e-04 - SC2 = 5.7610e-04 - SC3 = 0.042010 - W_density = 0.7833 - H_density = 0.7300 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 6.8337e-04 + SC2 = 5.1936e-04 + SC3 = 0.042304 + W_density = 0.7567 + H_density = 0.7450 iter = 16 - elapsed = 3.6740e-03 - tTotal = 0.067097 + elapsed = 3.8400e-03 + tTotal = 0.073598 subIterW = 2 subIterH = 0 - relError = 0.2638 + relError = 0.2632 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 6.5006e-04 - SC2 = 5.0575e-04 - SC3 = 0.036456 - W_density = 0.7867 - H_density = 0.7300 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 5.9715e-04 + SC2 = 4.4905e-04 + SC3 = 0.035877 + W_density = 0.7467 + H_density = 0.7450 iter = 17 - elapsed = 3.1040e-03 - tTotal = 0.070201 + elapsed = 3.2270e-03 + tTotal = 0.076825 subIterW = 3 subIterH = 0 - relError = 0.2635 + relError = 0.2630 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 5.7929e-04 - SC2 = 4.5069e-04 - SC3 = 0.032302 - W_density = 0.7900 - H_density = 0.7350 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 5.2278e-04 + SC2 = 3.9104e-04 + SC3 = 0.030568 + W_density = 0.7433 + H_density = 0.7450 iter = 18 - elapsed = 3.5010e-03 - tTotal = 0.073702 + elapsed = 3.8730e-03 + tTotal = 0.080698 subIterW = 0 - subIterH = 0 - relError = 0.2632 + subIterH = 2 + relError = 0.2629 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 5.2879e-04 - SC2 = 4.0928e-04 - SC3 = 0.017968 - W_density = 0.7900 - H_density = 0.7350 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 4.7660e-04 + SC2 = 3.5459e-04 + SC3 = 0.017700 + W_density = 0.7433 + H_density = 0.7400 iter = 19 - elapsed = 2.9050e-03 - tTotal = 0.076607 + elapsed = 3.0750e-03 + tTotal = 0.083773 subIterW = 0 - subIterH = 2 - relError = 0.2629 + subIterH = 0 + relError = 0.2626 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 4.8690e-04 - SC2 = 3.7589e-04 - SC3 = 0.015608 - W_density = 0.7900 - H_density = 0.7350 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 4.4783e-04 + SC2 = 3.3319e-04 + SC3 = 0.014902 + W_density = 0.7433 + H_density = 0.7400 iter = 20 - elapsed = 2.9470e-03 - tTotal = 0.079554 + elapsed = 2.2290e-03 + tTotal = 0.086002 subIterW = 0 - subIterH = 2 - relError = 0.2626 + subIterH = 0 + relError = 0.2624 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 4.5037e-04 - SC2 = 3.4499e-04 - SC3 = 0.024399 - W_density = 0.7833 - H_density = 0.7350 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 4.3336e-04 + SC2 = 3.2242e-04 + SC3 = 0.023649 + W_density = 0.7433 + H_density = 0.7400 iter = 21 - elapsed = 3.7420e-03 - tTotal = 0.083296 + elapsed = 3.2410e-03 + tTotal = 0.089243 subIterW = 2 - subIterH = 2 - relError = 0.2623 + subIterH = 0 + relError = 0.2621 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 4.1323e-04 - SC2 = 3.1736e-04 - SC3 = 0.022013 - W_density = 0.7800 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 4.2414e-04 + SC2 = 3.1471e-04 + SC3 = 0.013671 + W_density = 0.7433 H_density = 0.7350 iter = 22 - elapsed = 3.0920e-03 - tTotal = 0.086388 - subIterW = 3 - subIterH = 0 - relError = 0.2621 + elapsed = 3.3640e-03 + tTotal = 0.092607 + subIterW = 0 + subIterH = 3 + relError = 0.2618 toshow = scalar structure containing the fields: - initGrNormW = 317.86 - initGrNormH = 386.97 - initNorm = 13.674 - SC1 = 3.8218e-04 - SC2 = 2.9198e-04 - SC3 = 0.020118 - W_density = 0.7700 - H_density = 0.7450 + initGrNormW = 356.74 + initGrNormH = 448.89 + initNorm = 14.136 + SC1 = 4.0555e-04 + SC2 = 3.0011e-04 + SC3 = 0.021492 + W_density = 0.7367 + H_density = 0.7350 iter = 23 - elapsed = 3.9120e-03 - tTotal = 0.090300 - subIterW = 3 - subIterH = 2 - relError = 0.2619 + elapsed = 3.3680e-03 + tTotal = 0.095975 + subIterW = 4 + subIterH = 0 + relError = 0.2615 Stop: tolerance reached. final = @@ -3424,19 +3460,19 @@ scalar structure containing the fields: iterations = 23 - elapsed_total = 0.090300 - relative_error = 0.2619 - W_density = 0.7700 - H_density = 0.7450 + elapsed_total = 0.095975 + relative_error = 0.2615 + W_density = 0.7367 + H_density = 0.7350 ***** test [W,H,iter,HIS]=nmf_bpas(A,k,'verbose','nnlssolver','as'); - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 1.1673 - SC2 = 583.64 - SC3 = 0.4955 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 0.9908 + SC2 = 495.41 + SC3 = 0.4775 W_density = 1 H_density = 1 par = @@ -3447,8 +3483,8 @@ n = 20 type = regularized nnls_solver = as - alpha = 0.4815 - beta = 0.4815 + alpha = 0.4985 + beta = 0.4985 max_iter = 100 min_iter = 20 max_time = 1000 @@ -3460,438 +3496,438 @@ scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 0.032045 - SC2 = 0.030891 - SC3 = 1.2427 - W_density = 0.9433 - H_density = 0.6300 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 0.032594 + SC2 = 0.030834 + SC3 = 1.0977 + W_density = 0.9400 + H_density = 0.6000 iter = 1 - elapsed = 4.6760e-03 - tTotal = 4.6760e-03 - subIterW = 8 + elapsed = 4.8890e-03 + tTotal = 4.8890e-03 + subIterW = 9 subIterH = 38 - relError = 0.4546 + relError = 0.4305 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 0.016902 - SC2 = 0.016091 - SC3 = 0.6482 - W_density = 0.9300 - H_density = 0.5600 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 0.017178 + SC2 = 0.015735 + SC3 = 0.5960 + W_density = 0.8967 + H_density = 0.5300 iter = 2 - elapsed = 5.3560e-03 - tTotal = 0.010032 + elapsed = 5.1000e-03 + tTotal = 9.9890e-03 subIterW = 13 - subIterH = 40 - relError = 0.3540 + subIterH = 37 + relError = 0.3344 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 0.010412 - SC2 = 9.7668e-03 - SC3 = 0.4132 - W_density = 0.9167 - H_density = 0.5950 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 0.011343 + SC2 = 0.010209 + SC3 = 0.3962 + W_density = 0.8900 + H_density = 0.5550 iter = 3 - elapsed = 4.0760e-03 - tTotal = 0.014108 - subIterW = 13 - subIterH = 38 - relError = 0.3118 + elapsed = 5.6820e-03 + tTotal = 0.015671 + subIterW = 16 + subIterH = 45 + relError = 0.3027 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 7.3185e-03 - SC2 = 6.6159e-03 - SC3 = 0.2842 - W_density = 0.8733 - H_density = 0.6200 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 8.1444e-03 + SC2 = 7.1345e-03 + SC3 = 0.2903 + W_density = 0.8633 + H_density = 0.6000 iter = 4 - elapsed = 4.7240e-03 - tTotal = 0.018832 - subIterW = 23 - subIterH = 34 - relError = 0.2939 + elapsed = 5.8150e-03 + tTotal = 0.021486 + subIterW = 25 + subIterH = 44 + relError = 0.2874 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 5.3963e-03 - SC2 = 4.7379e-03 - SC3 = 0.2145 - W_density = 0.8500 - H_density = 0.6500 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 5.9878e-03 + SC2 = 5.1735e-03 + SC3 = 0.2245 + W_density = 0.8533 + H_density = 0.6450 iter = 5 - elapsed = 4.1360e-03 - tTotal = 0.022968 - subIterW = 27 - subIterH = 30 - relError = 0.2853 + elapsed = 5.2480e-03 + tTotal = 0.026734 + subIterW = 26 + subIterH = 37 + relError = 0.2794 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 4.1611e-03 - SC2 = 3.5619e-03 - SC3 = 0.1671 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 4.6315e-03 + SC2 = 3.9275e-03 + SC3 = 0.1677 W_density = 0.8433 - H_density = 0.6600 + H_density = 0.6750 iter = 6 - elapsed = 4.7400e-03 - tTotal = 0.027708 - subIterW = 27 - subIterH = 31 - relError = 0.2800 + elapsed = 5.0490e-03 + tTotal = 0.031783 + subIterW = 24 + subIterH = 34 + relError = 0.2745 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 3.2906e-03 - SC2 = 2.7443e-03 - SC3 = 0.1378 - W_density = 0.8200 - H_density = 0.6750 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 3.6912e-03 + SC2 = 3.0563e-03 + SC3 = 0.1364 + W_density = 0.8233 + H_density = 0.7000 iter = 7 - elapsed = 4.6200e-03 - tTotal = 0.032328 - subIterW = 29 - subIterH = 29 - relError = 0.2761 + elapsed = 4.4980e-03 + tTotal = 0.036281 + subIterW = 30 + subIterH = 27 + relError = 0.2713 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 2.6194e-03 - SC2 = 2.1479e-03 - SC3 = 0.1102 - W_density = 0.8167 - H_density = 0.6850 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 2.9812e-03 + SC2 = 2.4327e-03 + SC3 = 0.1113 + W_density = 0.8100 + H_density = 0.7000 iter = 8 - elapsed = 4.3830e-03 - tTotal = 0.036711 - subIterW = 28 + elapsed = 4.9830e-03 + tTotal = 0.041264 + subIterW = 32 subIterH = 27 - relError = 0.2734 + relError = 0.2690 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 2.1094e-03 - SC2 = 1.7086e-03 - SC3 = 0.086028 - W_density = 0.8067 - H_density = 0.6950 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 2.4254e-03 + SC2 = 1.9549e-03 + SC3 = 0.086517 + W_density = 0.7933 + H_density = 0.7050 iter = 9 - elapsed = 4.4320e-03 - tTotal = 0.041143 - subIterW = 29 - subIterH = 26 - relError = 0.2713 + elapsed = 4.5580e-03 + tTotal = 0.045822 + subIterW = 34 + subIterH = 28 + relError = 0.2673 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 1.7137e-03 - SC2 = 1.3812e-03 - SC3 = 0.068285 - W_density = 0.8033 - H_density = 0.7000 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 2.0029e-03 + SC2 = 1.5983e-03 + SC3 = 0.068778 + W_density = 0.7900 + H_density = 0.7150 iter = 10 - elapsed = 4.5600e-03 - tTotal = 0.045703 - subIterW = 29 - subIterH = 29 - relError = 0.2698 + elapsed = 4.5710e-03 + tTotal = 0.050393 + subIterW = 32 + subIterH = 28 + relError = 0.2658 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 1.4431e-03 - SC2 = 1.1429e-03 - SC3 = 0.058164 - W_density = 0.8000 - H_density = 0.6950 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 1.6770e-03 + SC2 = 1.3315e-03 + SC3 = 0.057360 + W_density = 0.7900 + H_density = 0.7250 iter = 11 - elapsed = 4.6340e-03 - tTotal = 0.050337 - subIterW = 31 - subIterH = 31 - relError = 0.2686 + elapsed = 5.1150e-03 + tTotal = 0.055508 + subIterW = 30 + subIterH = 26 + relError = 0.2646 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 1.2287e-03 - SC2 = 9.5595e-04 - SC3 = 0.046810 - W_density = 0.7867 - H_density = 0.7100 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 1.4365e-03 + SC2 = 1.1176e-03 + SC3 = 0.047771 + W_density = 0.7767 + H_density = 0.7250 iter = 12 - elapsed = 4.8560e-03 - tTotal = 0.055193 + elapsed = 4.9710e-03 + tTotal = 0.060479 subIterW = 34 - subIterH = 33 - relError = 0.2676 + subIterH = 25 + relError = 0.2636 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 1.0505e-03 - SC2 = 8.0679e-04 - SC3 = 0.039842 - W_density = 0.7767 - H_density = 0.7250 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 1.2296e-03 + SC2 = 9.5171e-04 + SC3 = 0.041113 + W_density = 0.7733 + H_density = 0.7450 iter = 13 - elapsed = 5.2430e-03 - tTotal = 0.060436 - subIterW = 34 - subIterH = 27 - relError = 0.2669 + elapsed = 4.8990e-03 + tTotal = 0.065378 + subIterW = 31 + subIterH = 25 + relError = 0.2628 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 8.9445e-04 - SC2 = 6.9052e-04 - SC3 = 0.033398 - W_density = 0.7767 - H_density = 0.7300 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 1.0544e-03 + SC2 = 8.0765e-04 + SC3 = 0.033776 + W_density = 0.7700 + H_density = 0.7450 iter = 14 - elapsed = 5.3660e-03 - tTotal = 0.065802 - subIterW = 36 - subIterH = 25 - relError = 0.2661 + elapsed = 4.9500e-03 + tTotal = 0.070328 + subIterW = 31 + subIterH = 24 + relError = 0.2621 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 7.8531e-04 - SC2 = 6.0469e-04 - SC3 = 0.027821 - W_density = 0.7700 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 8.8952e-04 + SC2 = 6.7959e-04 + SC3 = 0.028929 + W_density = 0.7667 H_density = 0.7400 iter = 15 - elapsed = 5.5450e-03 - tTotal = 0.071347 - subIterW = 37 + elapsed = 5.3380e-03 + tTotal = 0.075666 + subIterW = 31 subIterH = 25 - relError = 0.2654 + relError = 0.2615 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 6.9874e-04 - SC2 = 5.3663e-04 - SC3 = 0.025119 - W_density = 0.7667 - H_density = 0.7350 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 7.6472e-04 + SC2 = 5.8424e-04 + SC3 = 0.026088 + W_density = 0.7700 + H_density = 0.7400 iter = 16 - elapsed = 5.1920e-03 - tTotal = 0.076539 - subIterW = 35 - subIterH = 28 - relError = 0.2646 + elapsed = 5.1640e-03 + tTotal = 0.080830 + subIterW = 29 + subIterH = 25 + relError = 0.2611 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 6.2616e-04 - SC2 = 4.8215e-04 - SC3 = 0.022606 - W_density = 0.7700 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 6.7027e-04 + SC2 = 5.0807e-04 + SC3 = 0.020922 + W_density = 0.7633 H_density = 0.7450 iter = 17 - elapsed = 4.7860e-03 - tTotal = 0.081325 + elapsed = 4.2120e-03 + tTotal = 0.085042 subIterW = 31 subIterH = 23 - relError = 0.2639 + relError = 0.2607 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 5.7762e-04 - SC2 = 4.4131e-04 - SC3 = 0.019980 - W_density = 0.7600 - H_density = 0.7500 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 5.9163e-04 + SC2 = 4.4727e-04 + SC3 = 0.017505 + W_density = 0.7667 + H_density = 0.7400 iter = 18 - elapsed = 4.5980e-03 - tTotal = 0.085923 - subIterW = 34 + elapsed = 4.2390e-03 + tTotal = 0.089281 + subIterW = 30 subIterH = 24 - relError = 0.2631 + relError = 0.2603 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 5.2338e-04 - SC2 = 4.0091e-04 - SC3 = 0.018768 - W_density = 0.7567 - H_density = 0.7550 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 5.2527e-04 + SC2 = 3.9501e-04 + SC3 = 0.016391 + W_density = 0.7633 + H_density = 0.7300 iter = 19 - elapsed = 5.0910e-03 - tTotal = 0.091014 - subIterW = 34 - subIterH = 25 - relError = 0.2623 + elapsed = 4.1520e-03 + tTotal = 0.093433 + subIterW = 29 + subIterH = 27 + relError = 0.2600 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 4.8683e-04 - SC2 = 3.7194e-04 - SC3 = 0.016298 - W_density = 0.7567 - H_density = 0.7600 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 4.6671e-04 + SC2 = 3.4817e-04 + SC3 = 0.014206 + W_density = 0.7533 + H_density = 0.7300 iter = 20 - elapsed = 4.6320e-03 - tTotal = 0.095646 - subIterW = 34 - subIterH = 24 - relError = 0.2615 + elapsed = 4.2360e-03 + tTotal = 0.097669 + subIterW = 33 + subIterH = 26 + relError = 0.2597 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 4.4160e-04 - SC2 = 3.3915e-04 - SC3 = 0.014663 - W_density = 0.7567 - H_density = 0.7600 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 4.1008e-04 + SC2 = 3.0428e-04 + SC3 = 0.012115 + W_density = 0.7500 + H_density = 0.7250 iter = 21 - elapsed = 5.1660e-03 - tTotal = 0.1008 - subIterW = 34 - subIterH = 25 - relError = 0.2609 + elapsed = 4.9010e-03 + tTotal = 0.1026 + subIterW = 33 + subIterH = 26 + relError = 0.2595 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 4.0772e-04 - SC2 = 3.1313e-04 - SC3 = 0.014333 - W_density = 0.7533 - H_density = 0.7700 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 3.6285e-04 + SC2 = 2.6851e-04 + SC3 = 0.010638 + W_density = 0.7467 + H_density = 0.7300 iter = 22 - elapsed = 5.4980e-03 - tTotal = 0.1063 - subIterW = 37 - subIterH = 21 - relError = 0.2605 + elapsed = 5.1670e-03 + tTotal = 0.1077 + subIterW = 35 + subIterH = 24 + relError = 0.2594 toshow = scalar structure containing the fields: - initGrNormW = 350.29 - initGrNormH = 466.84 - initNorm = 13.674 - SC1 = 3.7975e-04 - SC2 = 2.9165e-04 - SC3 = 0.012659 - W_density = 0.7567 - H_density = 0.7650 + initGrNormW = 296.72 + initGrNormH = 396.72 + initNorm = 14.136 + SC1 = 3.1341e-04 + SC2 = 2.3130e-04 + SC3 = 8.7142e-03 + W_density = 0.7433 + H_density = 0.7300 iter = 23 - elapsed = 4.5740e-03 - tTotal = 0.1109 - subIterW = 32 - subIterH = 22 - relError = 0.2601 + elapsed = 5.7160e-03 + tTotal = 0.1135 + subIterW = 34 + subIterH = 24 + relError = 0.2592 Stop: tolerance reached. final = @@ -3899,19 +3935,19 @@ scalar structure containing the fields: iterations = 23 - elapsed_total = 0.1109 - relative_error = 0.2601 - W_density = 0.7567 - H_density = 0.7650 + elapsed_total = 0.1135 + relative_error = 0.2592 + W_density = 0.7433 + H_density = 0.7300 ***** test [W,H,iter,HIS]=nmf_bpas(A,k,'verbose','type','sparse'); - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 1.1732 - SC2 = 586.61 - SC3 = 0.4877 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 1.2649 + SC2 = 632.47 + SC3 = 0.4996 W_density = 1 H_density = 1 par = @@ -3922,8 +3958,8 @@ n = 20 type = sparse nnls_solver = bp - alpha = 0.4815 - beta = 0.4815 + alpha = 0.4985 + beta = 0.4985 max_iter = 100 min_iter = 20 max_time = 1000 @@ -3935,515 +3971,458 @@ scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 0.022653 - SC2 = 0.020615 - SC3 = 1.6493 - W_density = 0.9600 - H_density = 0.5650 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 0.024190 + SC2 = 0.021239 + SC3 = 1.7954 + W_density = 0.9433 + H_density = 0.5250 iter = 1 - elapsed = 6.6050e-03 - tTotal = 6.6050e-03 + elapsed = 6.2340e-03 + tTotal = 6.2340e-03 subIterW = 6 - subIterH = 42 - relError = 0.4285 + subIterH = 41 + relError = 0.4452 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 0.011161 - SC2 = 8.6160e-03 - SC3 = 0.7586 - W_density = 0.8400 - H_density = 0.3350 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 0.012191 + SC2 = 9.2163e-03 + SC3 = 0.8671 + W_density = 0.8367 + H_density = 0.3550 iter = 2 - elapsed = 6.1700e-03 - tTotal = 0.012775 - subIterW = 8 - subIterH = 23 - relError = 0.3572 + elapsed = 5.3430e-03 + tTotal = 0.011577 + subIterW = 7 + subIterH = 26 + relError = 0.3677 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 6.6787e-03 - SC2 = 4.6617e-03 - SC3 = 0.4558 - W_density = 0.8300 - H_density = 0.3150 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 6.8079e-03 + SC2 = 4.7655e-03 + SC3 = 0.4969 + W_density = 0.8233 + H_density = 0.3450 iter = 3 - elapsed = 3.2100e-03 - tTotal = 0.015985 - subIterW = 2 - subIterH = 4 - relError = 0.3402 + elapsed = 4.6600e-03 + tTotal = 0.016237 + subIterW = 9 + subIterH = 10 + relError = 0.3438 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 4.5890e-03 - SC2 = 2.9461e-03 - SC3 = 0.3325 - W_density = 0.8267 - H_density = 0.3050 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 4.3732e-03 + SC2 = 2.8601e-03 + SC3 = 0.3351 + W_density = 0.8167 + H_density = 0.3000 iter = 4 - elapsed = 3.9570e-03 - tTotal = 0.019942 - subIterW = 3 - subIterH = 6 - relError = 0.3322 + elapsed = 4.6590e-03 + tTotal = 0.020896 + subIterW = 7 + subIterH = 9 + relError = 0.3288 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 3.2521e-03 - SC2 = 2.0488e-03 - SC3 = 0.2376 - W_density = 0.8300 - H_density = 0.2900 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 3.1480e-03 + SC2 = 1.9706e-03 + SC3 = 0.2599 + W_density = 0.8233 + H_density = 0.2850 iter = 5 - elapsed = 3.2720e-03 - tTotal = 0.023214 - subIterW = 4 - subIterH = 3 - relError = 0.3271 + elapsed = 4.3340e-03 + tTotal = 0.025230 + subIterW = 2 + subIterH = 7 + relError = 0.3173 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 2.5357e-03 - SC2 = 1.5772e-03 - SC3 = 0.1855 - W_density = 0.8233 - H_density = 0.3000 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 2.3581e-03 + SC2 = 1.4903e-03 + SC3 = 0.1798 + W_density = 0.8333 + H_density = 0.2900 iter = 6 - elapsed = 3.2910e-03 - tTotal = 0.026505 - subIterW = 4 + elapsed = 4.0220e-03 + tTotal = 0.029252 + subIterW = 3 subIterH = 3 - relError = 0.3235 + relError = 0.3109 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 2.1844e-03 - SC2 = 1.3543e-03 - SC3 = 0.1570 - W_density = 0.8233 - H_density = 0.2900 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 1.7932e-03 + SC2 = 1.1261e-03 + SC3 = 0.1428 + W_density = 0.8400 + H_density = 0.2800 iter = 7 - elapsed = 3.3010e-03 - tTotal = 0.029806 - subIterW = 6 - subIterH = 2 - relError = 0.3216 + elapsed = 3.8860e-03 + tTotal = 0.033138 + subIterW = 4 + subIterH = 6 + relError = 0.3072 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 1.8995e-03 - SC2 = 1.1511e-03 - SC3 = 0.1409 - W_density = 0.8200 - H_density = 0.2700 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 1.4730e-03 + SC2 = 9.2504e-04 + SC3 = 0.1100 + W_density = 0.8367 + H_density = 0.2850 iter = 8 - elapsed = 3.1760e-03 - tTotal = 0.032982 + elapsed = 3.5440e-03 + tTotal = 0.036682 subIterW = 0 - subIterH = 5 - relError = 0.3206 + subIterH = 3 + relError = 0.3052 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 1.6911e-03 - SC2 = 1.0147e-03 - SC3 = 0.1303 - W_density = 0.8133 - H_density = 0.2600 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 1.2328e-03 + SC2 = 7.6682e-04 + SC3 = 0.026820 + W_density = 0.8367 + H_density = 0.2750 iter = 9 - elapsed = 3.4620e-03 - tTotal = 0.036444 - subIterW = 6 - subIterH = 6 - relError = 0.3206 + elapsed = 2.6460e-03 + tTotal = 0.039328 + subIterW = 0 + subIterH = 4 + relError = 0.3041 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 1.6146e-03 - SC2 = 9.6229e-04 - SC3 = 0.1258 - W_density = 0.8100 - H_density = 0.2550 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 1.1427e-03 + SC2 = 7.0620e-04 + SC3 = 0.087275 + W_density = 0.8433 + H_density = 0.2650 iter = 10 - elapsed = 3.6720e-03 - tTotal = 0.040116 - subIterW = 3 - subIterH = 0 - relError = 0.3216 + elapsed = 3.4050e-03 + tTotal = 0.042733 + subIterW = 2 + subIterH = 2 + relError = 0.3035 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 1.6032e-03 - SC2 = 9.4590e-04 - SC3 = 0.1237 - W_density = 0.8033 - H_density = 0.2500 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 1.0325e-03 + SC2 = 6.3810e-04 + SC3 = 0.081799 + W_density = 0.8500 + H_density = 0.2550 iter = 11 - elapsed = 3.1880e-03 - tTotal = 0.043304 - subIterW = 2 - subIterH = 3 - relError = 0.3231 + elapsed = 3.7600e-03 + tTotal = 0.046493 + subIterW = 1 + subIterH = 4 + relError = 0.3030 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 1.6850e-03 - SC2 = 9.7057e-04 - SC3 = 0.1206 - W_density = 0.7833 - H_density = 0.2600 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 9.3446e-04 + SC2 = 5.7750e-04 + SC3 = 0.076621 + W_density = 0.8533 + H_density = 0.2450 iter = 12 - elapsed = 3.2790e-03 - tTotal = 0.046583 - subIterW = 6 + elapsed = 3.2450e-03 + tTotal = 0.049738 + subIterW = 0 subIterH = 2 - relError = 0.3246 + relError = 0.3026 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 1.6293e-03 - SC2 = 9.2219e-04 - SC3 = 0.1171 - W_density = 0.7733 - H_density = 0.2500 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 9.1526e-04 + SC2 = 5.6746e-04 + SC3 = 0.018612 + W_density = 0.8533 + H_density = 0.2550 iter = 13 - elapsed = 3.2840e-03 - tTotal = 0.049867 - subIterW = 4 + elapsed = 2.5200e-03 + tTotal = 0.052258 + subIterW = 0 subIterH = 2 - relError = 0.3266 + relError = 0.3024 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 1.5943e-03 - SC2 = 8.9600e-04 - SC3 = 0.1127 - W_density = 0.7667 - H_density = 0.2450 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 9.2384e-04 + SC2 = 5.7093e-04 + SC3 = 0.018031 + W_density = 0.8533 + H_density = 0.2550 iter = 14 - elapsed = 3.1870e-03 - tTotal = 0.053054 - subIterW = 2 - subIterH = 0 - relError = 0.3286 + elapsed = 2.4440e-03 + tTotal = 0.054702 + subIterW = 0 + subIterH = 2 + relError = 0.3022 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 1.5832e-03 - SC2 = 8.7076e-04 - SC3 = 0.1122 - W_density = 0.7567 - H_density = 0.2300 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 9.5966e-04 + SC2 = 5.9307e-04 + SC3 = 0.065192 + W_density = 0.8500 + H_density = 0.2600 iter = 15 - elapsed = 3.4870e-03 - tTotal = 0.056541 - subIterW = 3 + elapsed = 3.2640e-03 + tTotal = 0.057966 + subIterW = 0 subIterH = 3 - relError = 0.3304 + relError = 0.3020 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 1.5433e-03 - SC2 = 8.4262e-04 - SC3 = 0.1084 - W_density = 0.7533 - H_density = 0.2250 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 7.6833e-04 + SC2 = 4.7329e-04 + SC3 = 0.015986 + W_density = 0.8500 + H_density = 0.2550 iter = 16 - elapsed = 3.0690e-03 - tTotal = 0.059610 + elapsed = 2.7300e-03 + tTotal = 0.060696 subIterW = 0 - subIterH = 0 - relError = 0.3318 + subIterH = 5 + relError = 0.3020 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 1.3687e-03 - SC2 = 7.3091e-04 - SC3 = 0.1020 - W_density = 0.7433 - H_density = 0.2150 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 7.0230e-04 + SC2 = 4.3262e-04 + SC3 = 0.013715 + W_density = 0.8500 + H_density = 0.2500 iter = 17 - elapsed = 3.4650e-03 - tTotal = 0.063075 - subIterW = 3 - subIterH = 2 - relError = 0.3327 + elapsed = 2.4310e-03 + tTotal = 0.063127 + subIterW = 0 + subIterH = 0 + relError = 0.3020 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 1.3007e-03 - SC2 = 6.8939e-04 - SC3 = 0.097483 - W_density = 0.7400 - H_density = 0.2150 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 5.0297e-04 + SC2 = 3.0782e-04 + SC3 = 9.8510e-03 + W_density = 0.8500 + H_density = 0.2400 iter = 18 - elapsed = 3.4240e-03 - tTotal = 0.066499 + elapsed = 2.5110e-03 + tTotal = 0.065638 subIterW = 0 subIterH = 2 - relError = 0.3335 + relError = 0.3020 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 1.3590e-03 - SC2 = 7.1755e-04 - SC3 = 0.1003 - W_density = 0.7367 - H_density = 0.2150 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 3.8654e-04 + SC2 = 2.3656e-04 + SC3 = 0.032476 + W_density = 0.8533 + H_density = 0.2450 iter = 19 - elapsed = 2.6150e-03 - tTotal = 0.069114 + elapsed = 3.3580e-03 + tTotal = 0.068996 subIterW = 0 - subIterH = 0 - relError = 0.3344 + subIterH = 5 + relError = 0.3021 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 1.4625e-03 - SC2 = 7.7221e-04 - SC3 = 0.1027 - W_density = 0.7367 - H_density = 0.2150 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 3.4738e-04 + SC2 = 2.1398e-04 + SC3 = 0.029003 + W_density = 0.8567 + H_density = 0.2450 iter = 20 - elapsed = 2.6750e-03 - tTotal = 0.071789 - subIterW = 2 + elapsed = 2.4070e-03 + tTotal = 0.071403 + subIterW = 0 subIterH = 0 - relError = 0.3355 + relError = 0.3022 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 1.4496e-03 - SC2 = 7.5382e-04 - SC3 = 0.1018 - W_density = 0.7300 - H_density = 0.2050 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 3.4145e-04 + SC2 = 2.0965e-04 + SC3 = 0.029015 + W_density = 0.8533 + H_density = 0.2450 iter = 21 - elapsed = 3.4670e-03 - tTotal = 0.075256 - subIterW = 2 - subIterH = 2 - relError = 0.3367 + elapsed = 2.3420e-03 + tTotal = 0.073745 + subIterW = 0 + subIterH = 0 + relError = 0.3024 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 1.3182e-03 - SC2 = 6.8283e-04 - SC3 = 0.085436 - W_density = 0.7267 - H_density = 0.2050 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 3.5388e-04 + SC2 = 2.1658e-04 + SC3 = 7.4495e-03 + W_density = 0.8533 + H_density = 0.2450 iter = 22 - elapsed = 2.7650e-03 - tTotal = 0.078021 - subIterW = 3 + elapsed = 1.6890e-03 + tTotal = 0.075434 + subIterW = 0 subIterH = 0 - relError = 0.3378 + relError = 0.3027 toshow = scalar structure containing the fields: - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 1.0057e-03 - SC2 = 5.2095e-04 - SC3 = 0.071610 - W_density = 0.7300 - H_density = 0.2000 + initGrNormW = 381.59 + initGrNormH = 504.38 + initNorm = 14.136 + SC1 = 3.8118e-04 + SC2 = 2.3252e-04 + SC3 = 9.0301e-03 + W_density = 0.8533 + H_density = 0.2400 iter = 23 - elapsed = 3.9630e-03 - tTotal = 0.081984 - subIterW = 3 - subIterH = 0 - relError = 0.3388 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 8.5037e-04 - SC2 = 4.3539e-04 - SC3 = 0.060513 - W_density = 0.7200 - H_density = 0.2000 - iter = 24 - elapsed = 2.6810e-03 - tTotal = 0.084665 - subIterW = 3 - subIterH = 0 - relError = 0.3395 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 7.1618e-04 - SC2 = 3.6811e-04 - SC3 = 0.012903 - W_density = 0.7200 - H_density = 0.2050 - iter = 25 - elapsed = 2.5730e-03 - tTotal = 0.087238 + elapsed = 2.4740e-03 + tTotal = 0.077908 subIterW = 0 subIterH = 0 - relError = 0.3401 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 362.24 - initGrNormH = 461.40 - initNorm = 13.674 - SC1 = 6.1592e-04 - SC2 = 3.1412e-04 - SC3 = 0.042566 - W_density = 0.7133 - H_density = 0.2050 - iter = 26 - elapsed = 2.7110e-03 - tTotal = 0.089949 - subIterW = 2 - subIterH = 0 - relError = 0.3407 + relError = 0.3030 Stop: tolerance reached. final = scalar structure containing the fields: - iterations = 26 - elapsed_total = 0.089949 - relative_error = 0.3407 - W_density = 0.7133 - H_density = 0.2050 + iterations = 23 + elapsed_total = 0.077908 + relative_error = 0.3030 + W_density = 0.8533 + H_density = 0.2400 ***** test [W,H,iter,HIS]=nmf_bpas(A,k,'verbose','type','sparse','nnlssolver','bp','alpha',1.1,'beta',1.3); - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 1.3753 - SC2 = 687.63 - SC3 = 0.5018 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 1.5532 + SC2 = 776.61 + SC3 = 0.5275 W_density = 1 H_density = 1 par = @@ -4467,458 +4446,781 @@ scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 0.021478 - SC2 = 0.020662 - SC3 = 0.8665 - W_density = 1 - H_density = 0.5750 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 0.024674 + SC2 = 0.023736 + SC3 = 2.2960 + W_density = 0.9933 + H_density = 0.5550 iter = 1 - elapsed = 4.9790e-03 - tTotal = 4.9790e-03 - subIterW = 0 - subIterH = 38 - relError = 0.5671 + elapsed = 5.7210e-03 + tTotal = 5.7210e-03 + subIterW = 1 + subIterH = 34 + relError = 0.5813 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 0.016292 - SC2 = 7.5923e-03 - SC3 = 0.8452 - W_density = 0.6100 - H_density = 0.2200 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 0.012623 + SC2 = 6.2356e-03 + SC3 = 0.7609 + W_density = 0.6267 + H_density = 0.2300 iter = 2 - elapsed = 5.9700e-03 - tTotal = 0.010949 - subIterW = 10 - subIterH = 33 - relError = 0.4625 + elapsed = 6.7950e-03 + tTotal = 0.012516 + subIterW = 8 + subIterH = 36 + relError = 0.4540 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 0.014015 - SC2 = 3.5318e-03 - SC3 = 0.6369 - W_density = 0.3233 - H_density = 0.1450 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 9.2657e-03 + SC2 = 2.8909e-03 + SC3 = 0.4091 + W_density = 0.3767 + H_density = 0.1900 iter = 3 - elapsed = 4.8510e-03 - tTotal = 0.015800 - subIterW = 10 - subIterH = 8 - relError = 0.4661 + elapsed = 4.6260e-03 + tTotal = 0.017142 + subIterW = 1 + subIterH = 13 + relError = 0.4511 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 0.011225 - SC2 = 2.4022e-03 - SC3 = 0.2954 - W_density = 0.2733 - H_density = 0.1250 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 7.3017e-03 + SC2 = 2.0883e-03 + SC3 = 0.3020 + W_density = 0.3567 + H_density = 0.1700 iter = 4 - elapsed = 2.7320e-03 - tTotal = 0.018532 - subIterW = 7 - subIterH = 1 - relError = 0.4786 + elapsed = 3.0600e-03 + tTotal = 0.020202 + subIterW = 2 + subIterH = 6 + relError = 0.4531 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 9.0975e-03 - SC2 = 1.5648e-03 - SC3 = 0.1395 - W_density = 0.2100 - H_density = 0.1150 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 7.1558e-03 + SC2 = 1.7317e-03 + SC3 = 0.2483 + W_density = 0.2933 + H_density = 0.1600 iter = 5 - elapsed = 2.6350e-03 - tTotal = 0.021167 - subIterW = 3 - subIterH = 1 - relError = 0.4863 + elapsed = 3.4620e-03 + tTotal = 0.023664 + subIterW = 0 + subIterH = 3 + relError = 0.4545 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 9.7099e-03 - SC2 = 1.3011e-03 - SC3 = 0.078083 - W_density = 0.1533 - H_density = 0.1050 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 6.8255e-03 + SC2 = 1.5835e-03 + SC3 = 0.2325 + W_density = 0.2800 + H_density = 0.1500 iter = 6 - elapsed = 2.4440e-03 - tTotal = 0.023611 - subIterW = 2 - subIterH = 1 - relError = 0.4895 + elapsed = 2.6690e-03 + tTotal = 0.026333 + subIterW = 1 + subIterH = 2 + relError = 0.4572 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 1.7318e-03 - SC2 = 1.7318e-04 - SC3 = 0.037460 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 7.3285e-03 + SC2 = 1.6269e-03 + SC3 = 0.2256 + W_density = 0.2733 + H_density = 0.1400 iter = 7 - elapsed = 1.4930e-03 - tTotal = 0.025104 - subIterW = 0 - subIterH = 0 - relError = 0.4894 + elapsed = 2.7150e-03 + tTotal = 0.029048 + subIterW = 1 + subIterH = 1 + relError = 0.4615 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 1.1061e-03 - SC2 = 1.1061e-04 - SC3 = 0.022351 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 6.4685e-03 + SC2 = 1.3843e-03 + SC3 = 0.1037 + W_density = 0.2633 + H_density = 0.1350 iter = 8 - elapsed = 7.7700e-04 - tTotal = 0.025881 - subIterW = 0 + elapsed = 2.4660e-03 + tTotal = 0.031514 + subIterW = 1 subIterH = 0 - relError = 0.4893 + relError = 0.4652 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 7.0766e-04 - SC2 = 7.0766e-05 - SC3 = 0.015889 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 6.8603e-04 + SC2 = 1.1937e-04 + SC3 = 0.016735 + W_density = 0.2000 + H_density = 0.1350 iter = 9 - elapsed = 7.6200e-04 - tTotal = 0.026643 + elapsed = 1.9440e-03 + tTotal = 0.033458 subIterW = 0 - subIterH = 0 - relError = 0.4893 + subIterH = 2 + relError = 0.4650 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 4.5298e-04 - SC2 = 4.5298e-05 - SC3 = 9.1537e-03 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 4.8168e-04 + SC2 = 8.3812e-05 + SC3 = 8.4768e-03 + W_density = 0.2000 + H_density = 0.1350 iter = 10 - elapsed = 7.5600e-04 - tTotal = 0.027399 + elapsed = 9.6100e-04 + tTotal = 0.034419 subIterW = 0 subIterH = 0 - relError = 0.4892 + relError = 0.4649 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 2.9006e-04 - SC2 = 2.9006e-05 - SC3 = 6.2801e-03 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 4.1051e-04 + SC2 = 7.2250e-05 + SC3 = 7.7693e-03 + W_density = 0.2000 + H_density = 0.1400 iter = 11 - elapsed = 7.2700e-04 - tTotal = 0.028126 + elapsed = 1.8370e-03 + tTotal = 0.036256 subIterW = 0 subIterH = 0 - relError = 0.4892 + relError = 0.4647 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 1.8578e-04 - SC2 = 1.8578e-05 - SC3 = 4.0224e-03 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 3.7933e-04 + SC2 = 6.6762e-05 + SC3 = 9.0390e-03 + W_density = 0.2000 + H_density = 0.1400 iter = 12 - elapsed = 7.2600e-04 - tTotal = 0.028852 + elapsed = 9.3400e-04 + tTotal = 0.037190 subIterW = 0 subIterH = 0 - relError = 0.4892 + relError = 0.4646 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 1.1901e-04 - SC2 = 1.1901e-05 - SC3 = 2.5766e-03 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 3.6300e-04 + SC2 = 6.4614e-05 + SC3 = 8.0768e-03 + W_density = 0.2000 + H_density = 0.1400 iter = 13 - elapsed = 7.2400e-04 - tTotal = 0.029576 + elapsed = 1.0420e-03 + tTotal = 0.038232 subIterW = 0 subIterH = 0 - relError = 0.4892 + relError = 0.4646 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 7.6241e-05 - SC2 = 7.6241e-06 - SC3 = 1.6507e-03 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 3.5992e-04 + SC2 = 6.4785e-05 + SC3 = 6.0162e-03 + W_density = 0.2000 + H_density = 0.1400 iter = 14 - elapsed = 7.5000e-04 - tTotal = 0.030326 + elapsed = 9.5500e-04 + tTotal = 0.039187 subIterW = 0 subIterH = 0 - relError = 0.4892 + relError = 0.4645 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 4.8846e-05 - SC2 = 4.8846e-06 - SC3 = 1.0967e-03 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 3.8058e-04 + SC2 = 6.8505e-05 + SC3 = 7.6101e-03 + W_density = 0.2000 + H_density = 0.1400 iter = 15 - elapsed = 7.7600e-04 - tTotal = 0.031102 + elapsed = 1.0570e-03 + tTotal = 0.040244 subIterW = 0 subIterH = 0 - relError = 0.4892 + relError = 0.4645 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 3.1295e-05 - SC2 = 3.1295e-06 - SC3 = 7.0267e-04 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 4.2680e-04 + SC2 = 7.6825e-05 + SC3 = 8.6629e-03 + W_density = 0.2000 + H_density = 0.1450 iter = 16 - elapsed = 7.2700e-04 - tTotal = 0.031829 + elapsed = 1.8670e-03 + tTotal = 0.042111 subIterW = 0 subIterH = 0 - relError = 0.4892 + relError = 0.4645 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 2.0051e-05 - SC2 = 2.0051e-06 - SC3 = 4.6753e-04 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 4.9726e-04 + SC2 = 8.9507e-05 + SC3 = 0.010373 + W_density = 0.2000 + H_density = 0.1500 iter = 17 - elapsed = 7.3300e-04 - tTotal = 0.032562 + elapsed = 1.8160e-03 + tTotal = 0.043927 subIterW = 0 subIterH = 0 - relError = 0.4892 + relError = 0.4645 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 1.2847e-05 - SC2 = 1.2847e-06 - SC3 = 3.3863e-04 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 5.9225e-04 + SC2 = 1.0661e-04 + SC3 = 0.010395 + W_density = 0.2000 + H_density = 0.1500 iter = 18 - elapsed = 7.2900e-04 - tTotal = 0.033291 + elapsed = 1.0990e-03 + tTotal = 0.045026 subIterW = 0 subIterH = 0 - relError = 0.4892 + relError = 0.4644 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 8.2318e-06 - SC2 = 8.2318e-07 - SC3 = 1.9961e-04 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 7.1011e-04 + SC2 = 1.2782e-04 + SC3 = 0.012314 + W_density = 0.2000 + H_density = 0.1500 iter = 19 - elapsed = 7.3900e-04 - tTotal = 0.034030 + elapsed = 1.0040e-03 + tTotal = 0.046030 + subIterW = 0 + subIterH = 0 + relError = 0.4644 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 8.5148e-04 + SC2 = 1.5327e-04 + SC3 = 0.017626 + W_density = 0.2000 + H_density = 0.1500 + iter = 20 + elapsed = 1.0050e-03 + tTotal = 0.047035 + subIterW = 0 + subIterH = 0 + relError = 0.4644 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 1.0184e-03 + SC2 = 1.8331e-04 + SC3 = 0.021275 + W_density = 0.2000 + H_density = 0.1500 + iter = 21 + elapsed = 1.1310e-03 + tTotal = 0.048166 + subIterW = 0 + subIterH = 0 + relError = 0.4644 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 1.2135e-03 + SC2 = 2.1843e-04 + SC3 = 0.024733 + W_density = 0.2000 + H_density = 0.1500 + iter = 22 + elapsed = 1.1690e-03 + tTotal = 0.049335 + subIterW = 0 + subIterH = 0 + relError = 0.4645 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 1.4204e-03 + SC2 = 2.5284e-04 + SC3 = 0.026766 + W_density = 0.2000 + H_density = 0.1450 + iter = 23 + elapsed = 1.9630e-03 + tTotal = 0.051298 + subIterW = 0 + subIterH = 0 + relError = 0.4645 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 1.6310e-03 + SC2 = 2.9357e-04 + SC3 = 0.031186 + W_density = 0.2000 + H_density = 0.1450 + iter = 24 + elapsed = 1.1310e-03 + tTotal = 0.052429 + subIterW = 0 + subIterH = 0 + relError = 0.4646 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 1.9102e-03 + SC2 = 3.4384e-04 + SC3 = 0.046644 + W_density = 0.2000 + H_density = 0.1450 + iter = 25 + elapsed = 1.0000e-03 + tTotal = 0.053429 + subIterW = 0 + subIterH = 0 + relError = 0.4648 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 2.2654e-03 + SC2 = 4.1230e-04 + SC3 = 0.046490 + W_density = 0.2000 + H_density = 0.1450 + iter = 26 + elapsed = 1.1140e-03 + tTotal = 0.054543 + subIterW = 0 + subIterH = 0 + relError = 0.4650 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 2.6673e-03 + SC2 = 4.8012e-04 + SC3 = 0.072176 + W_density = 0.2000 + H_density = 0.1450 + iter = 27 + elapsed = 1.9540e-03 + tTotal = 0.056497 + subIterW = 0 + subIterH = 2 + relError = 0.4653 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 3.2981e-03 + SC2 = 6.0026e-04 + SC3 = 0.055685 + W_density = 0.2000 + H_density = 0.1500 + iter = 28 + elapsed = 1.7900e-03 + tTotal = 0.058287 + subIterW = 0 + subIterH = 0 + relError = 0.4658 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 4.3117e-03 + SC2 = 7.8472e-04 + SC3 = 0.097332 + W_density = 0.2000 + H_density = 0.1500 + iter = 29 + elapsed = 1.0390e-03 + tTotal = 0.059326 + subIterW = 0 + subIterH = 0 + relError = 0.4664 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 5.7862e-03 + SC2 = 1.0531e-03 + SC3 = 0.094936 + W_density = 0.2000 + H_density = 0.1550 + iter = 30 + elapsed = 1.7320e-03 + tTotal = 0.061058 + subIterW = 0 + subIterH = 0 + relError = 0.4674 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 7.8670e-03 + SC2 = 1.4318e-03 + SC3 = 0.1623 + W_density = 0.2000 + H_density = 0.1550 + iter = 31 + elapsed = 1.0260e-03 + tTotal = 0.062084 + subIterW = 0 + subIterH = 0 + relError = 0.4690 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 0.010500 + SC2 = 1.8690e-03 + SC3 = 0.3612 + W_density = 0.1967 + H_density = 0.1500 + iter = 32 + elapsed = 2.3500e-03 + tTotal = 0.064434 subIterW = 0 subIterH = 0 - relError = 0.4892 + relError = 0.4715 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 0.011736 + SC2 = 1.9951e-03 + SC3 = 0.4104 + W_density = 0.1933 + H_density = 0.1350 + iter = 33 + elapsed = 2.5770e-03 + tTotal = 0.067011 + subIterW = 0 + subIterH = 1 + relError = 0.4748 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 5.2744e-06 - SC2 = 5.2744e-07 - SC3 = 1.1026e-04 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 0.011777 + SC2 = 1.8844e-03 + SC3 = 0.4022 + W_density = 0.1800 + H_density = 0.1300 + iter = 34 + elapsed = 2.5360e-03 + tTotal = 0.069547 + subIterW = 1 + subIterH = 0 + relError = 0.4793 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 0.012162 + SC2 = 1.8000e-03 + SC3 = 0.3012 + W_density = 0.1633 + H_density = 0.1250 + iter = 35 + elapsed = 2.5210e-03 + tTotal = 0.072068 + subIterW = 1 + subIterH = 0 + relError = 0.4862 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 6.9899e-03 + SC2 = 9.2267e-04 + SC3 = 0.096393 + W_density = 0.1500 + H_density = 0.1050 + iter = 36 + elapsed = 2.6880e-03 + tTotal = 0.074756 + subIterW = 2 + subIterH = 1 + relError = 0.4908 + +toshow = + + scalar structure containing the fields: + + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 1.1017e-03 + SC2 = 1.1017e-04 + SC3 = 0.027979 W_density = 0.1000 H_density = 0.1000 - iter = 20 - elapsed = 7.7200e-04 - tTotal = 0.034802 + iter = 37 + elapsed = 1.8110e-03 + tTotal = 0.076567 subIterW = 0 subIterH = 0 - relError = 0.4892 + relError = 0.4910 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 3.3795e-06 - SC2 = 3.3795e-07 - SC3 = 7.5880e-05 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 6.8721e-04 + SC2 = 6.8721e-05 + SC3 = 0.015525 W_density = 0.1000 H_density = 0.1000 - iter = 21 - elapsed = 7.6900e-04 - tTotal = 0.035571 + iter = 38 + elapsed = 1.0650e-03 + tTotal = 0.077632 subIterW = 0 subIterH = 0 - relError = 0.4892 + relError = 0.4910 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 2.1654e-06 - SC2 = 2.1654e-07 - SC3 = 4.8620e-05 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 4.4668e-04 + SC2 = 4.4668e-05 + SC3 = 0.010088 W_density = 0.1000 H_density = 0.1000 - iter = 22 - elapsed = 8.9700e-04 - tTotal = 0.036468 + iter = 39 + elapsed = 9.2500e-04 + tTotal = 0.078557 subIterW = 0 subIterH = 0 - relError = 0.4892 + relError = 0.4909 toshow = scalar structure containing the fields: - initGrNormW = 416.00 - initGrNormH = 547.51 - initNorm = 13.674 - SC1 = 1.3875e-06 - SC2 = 1.3875e-07 - SC3 = 2.9004e-05 + initGrNormW = 431.64 + initGrNormH = 645.61 + initNorm = 14.136 + SC1 = 2.9050e-04 + SC2 = 2.9050e-05 + SC3 = 7.3173e-03 W_density = 0.1000 H_density = 0.1000 - iter = 23 - elapsed = 8.4000e-04 - tTotal = 0.037308 + iter = 40 + elapsed = 9.3900e-04 + tTotal = 0.079496 subIterW = 0 subIterH = 0 - relError = 0.4892 + relError = 0.4909 Stop: tolerance reached. final = scalar structure containing the fields: - iterations = 23 - elapsed_total = 0.037308 - relative_error = 0.4892 + iterations = 40 + elapsed_total = 0.079496 + relative_error = 0.4909 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 = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 1.1295 - SC2 = 564.77 - SC3 = 0.4933 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 1.3770 + SC2 = 688.49 + SC3 = 0.5258 W_density = 1 H_density = 1 par = @@ -4929,8 +5231,8 @@ n = 20 type = plain nnls_solver = bp - alpha = 0.4815 - beta = 0.4815 + alpha = 0.4985 + beta = 0.4985 max_iter = 100 min_iter = 20 max_time = 1000 @@ -4942,438 +5244,438 @@ scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 0.015932 - SC2 = 0.011598 - SC3 = 0.6264 - W_density = 0.7833 - H_density = 0.5200 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 0.020354 + SC2 = 0.014777 + SC3 = 0.7274 + W_density = 0.7400 + H_density = 0.5450 iter = 1 - elapsed = 7.4750e-03 - tTotal = 7.4750e-03 - subIterW = 40 - subIterH = 35 - relError = 0.3343 + elapsed = 9.2480e-03 + tTotal = 9.2480e-03 + subIterW = 41 + subIterH = 34 + relError = 0.3369 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 9.8110e-03 - SC2 = 7.2209e-03 - SC3 = 0.3853 - W_density = 0.7933 - H_density = 0.6000 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 0.011804 + SC2 = 8.4516e-03 + SC3 = 0.4227 + W_density = 0.7300 + H_density = 0.6250 iter = 2 - elapsed = 5.6350e-03 - tTotal = 0.013110 - subIterW = 13 - subIterH = 23 - relError = 0.2974 + elapsed = 7.6690e-03 + tTotal = 0.016917 + subIterW = 24 + subIterH = 24 + relError = 0.2861 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 9.3460e-03 - SC2 = 6.7478e-03 - SC3 = 0.3619 - W_density = 0.7967 - H_density = 0.5750 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 7.3823e-03 + SC2 = 5.1528e-03 + SC3 = 0.3077 + W_density = 0.7267 + H_density = 0.6200 iter = 3 - elapsed = 5.6190e-03 - tTotal = 0.018729 - subIterW = 14 - subIterH = 16 - relError = 0.2769 + elapsed = 6.0810e-03 + tTotal = 0.022998 + subIterW = 12 + subIterH = 13 + relError = 0.2687 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 7.7401e-03 - SC2 = 5.3562e-03 - SC3 = 0.3169 - W_density = 0.7733 - H_density = 0.5100 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 5.4164e-03 + SC2 = 3.7265e-03 + SC3 = 0.2531 + W_density = 0.7267 + H_density = 0.6050 iter = 4 - elapsed = 6.9330e-03 - tTotal = 0.025662 - subIterW = 16 - subIterH = 16 - relError = 0.2604 + elapsed = 5.3910e-03 + tTotal = 0.028389 + subIterW = 14 + subIterH = 10 + relError = 0.2597 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 5.5069e-03 - SC2 = 3.8328e-03 - SC3 = 0.2273 - W_density = 0.7700 - H_density = 0.5500 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 4.1950e-03 + SC2 = 2.8106e-03 + SC3 = 0.1939 + W_density = 0.7100 + H_density = 0.5950 iter = 5 - elapsed = 4.8890e-03 - tTotal = 0.030551 - subIterW = 5 - subIterH = 14 - relError = 0.2496 + elapsed = 4.1420e-03 + tTotal = 0.032531 + subIterW = 7 + subIterH = 3 + relError = 0.2539 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 3.7499e-03 - SC2 = 2.5949e-03 - SC3 = 0.1722 - W_density = 0.7667 - H_density = 0.5600 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 3.3119e-03 + SC2 = 2.1991e-03 + SC3 = 0.1525 + W_density = 0.7100 + H_density = 0.5800 iter = 6 - elapsed = 4.9370e-03 - tTotal = 0.035488 - subIterW = 8 - subIterH = 8 - relError = 0.2444 + elapsed = 4.2770e-03 + tTotal = 0.036808 + subIterW = 4 + subIterH = 3 + relError = 0.2502 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 2.5894e-03 - SC2 = 1.8230e-03 - SC3 = 0.1301 - W_density = 0.7800 - H_density = 0.5550 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 2.9257e-03 + SC2 = 1.9192e-03 + SC3 = 0.1295 + W_density = 0.7033 + H_density = 0.5750 iter = 7 - elapsed = 4.7760e-03 - tTotal = 0.040264 - subIterW = 10 - subIterH = 4 - relError = 0.2417 + elapsed = 4.2450e-03 + tTotal = 0.041053 + subIterW = 6 + subIterH = 6 + relError = 0.2475 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 2.0488e-03 - SC2 = 1.4628e-03 - SC3 = 0.1071 - W_density = 0.7933 - H_density = 0.5750 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 2.3586e-03 + SC2 = 1.5331e-03 + SC3 = 0.1151 + W_density = 0.7033 + H_density = 0.5650 iter = 8 - elapsed = 4.0240e-03 - tTotal = 0.044288 + elapsed = 4.1280e-03 + tTotal = 0.045181 subIterW = 4 subIterH = 6 - relError = 0.2401 + relError = 0.2457 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 1.7129e-03 - SC2 = 1.2265e-03 - SC3 = 0.088296 - W_density = 0.7900 - H_density = 0.5900 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 2.1540e-03 + SC2 = 1.4044e-03 + SC3 = 0.1066 + W_density = 0.7033 + H_density = 0.5700 iter = 9 - elapsed = 4.5440e-03 - tTotal = 0.048832 + elapsed = 3.9460e-03 + tTotal = 0.049127 subIterW = 5 - subIterH = 3 - relError = 0.2389 + subIterH = 0 + relError = 0.2444 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 1.4124e-03 - SC2 = 1.0028e-03 - SC3 = 0.074130 - W_density = 0.7900 - H_density = 0.5850 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 2.1116e-03 + SC2 = 1.3641e-03 + SC3 = 0.1040 + W_density = 0.6933 + H_density = 0.5700 iter = 10 - elapsed = 3.8270e-03 - tTotal = 0.052659 - subIterW = 2 - subIterH = 5 - relError = 0.2381 + elapsed = 4.1500e-03 + tTotal = 0.053277 + subIterW = 3 + subIterH = 4 + relError = 0.2432 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 1.2391e-03 - SC2 = 8.7731e-04 - SC3 = 0.030221 - W_density = 0.7900 - H_density = 0.5850 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 2.1319e-03 + SC2 = 1.3942e-03 + SC3 = 0.1037 + W_density = 0.7033 + H_density = 0.5800 iter = 11 - elapsed = 2.9530e-03 - tTotal = 0.055612 - subIterW = 0 + elapsed = 4.0540e-03 + tTotal = 0.057331 + subIterW = 3 subIterH = 2 - relError = 0.2374 + relError = 0.2418 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 1.1487e-03 - SC2 = 8.0870e-04 - SC3 = 0.060409 - W_density = 0.7867 - H_density = 0.5800 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 2.1726e-03 + SC2 = 1.4296e-03 + SC3 = 0.1034 + W_density = 0.7067 + H_density = 0.5750 iter = 12 - elapsed = 3.7170e-03 - tTotal = 0.059329 - subIterW = 0 + elapsed = 4.7400e-03 + tTotal = 0.062071 + subIterW = 5 subIterH = 3 - relError = 0.2369 + relError = 0.2403 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 1.1376e-03 - SC2 = 7.9856e-04 - SC3 = 0.058899 - W_density = 0.7833 - H_density = 0.5800 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 1.9167e-03 + SC2 = 1.2765e-03 + SC3 = 0.097217 + W_density = 0.7200 + H_density = 0.5750 iter = 13 - elapsed = 3.7820e-03 - tTotal = 0.063111 - subIterW = 3 - subIterH = 2 - relError = 0.2364 + elapsed = 4.1640e-03 + tTotal = 0.066235 + subIterW = 5 + subIterH = 4 + relError = 0.2388 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 1.1039e-03 - SC2 = 7.6834e-04 - SC3 = 0.058205 - W_density = 0.7833 - H_density = 0.5650 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 1.6891e-03 + SC2 = 1.1452e-03 + SC3 = 0.089831 + W_density = 0.7333 + H_density = 0.5850 iter = 14 - elapsed = 4.4310e-03 - tTotal = 0.067542 - subIterW = 4 + elapsed = 4.1250e-03 + tTotal = 0.070360 + subIterW = 6 subIterH = 2 - relError = 0.2358 + relError = 0.2376 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 1.0725e-03 - SC2 = 7.5075e-04 - SC3 = 0.057961 - W_density = 0.7867 - H_density = 0.5650 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 1.5336e-03 + SC2 = 1.0306e-03 + SC3 = 0.081840 + W_density = 0.7233 + H_density = 0.5950 iter = 15 - elapsed = 4.2950e-03 - tTotal = 0.071837 - subIterW = 0 - subIterH = 2 - relError = 0.2353 + elapsed = 4.6510e-03 + tTotal = 0.075011 + subIterW = 3 + subIterH = 4 + relError = 0.2366 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 1.0689e-03 - SC2 = 7.4611e-04 - SC3 = 0.059055 - W_density = 0.7867 - H_density = 0.5650 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 1.2988e-03 + SC2 = 8.8062e-04 + SC3 = 0.069547 + W_density = 0.7300 + H_density = 0.5950 iter = 16 - elapsed = 3.8280e-03 - tTotal = 0.075665 + elapsed = 3.9320e-03 + tTotal = 0.078943 subIterW = 2 subIterH = 2 - relError = 0.2349 + relError = 0.2359 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 1.0318e-03 - SC2 = 7.0783e-04 - SC3 = 0.059232 - W_density = 0.7767 - H_density = 0.5500 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 1.1454e-03 + SC2 = 7.6743e-04 + SC3 = 0.062110 + W_density = 0.7233 + H_density = 0.5900 iter = 17 - elapsed = 3.9340e-03 - tTotal = 0.079599 - subIterW = 3 + elapsed = 4.0380e-03 + tTotal = 0.082981 + subIterW = 2 subIterH = 3 - relError = 0.2344 + relError = 0.2354 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 9.9364e-04 - SC2 = 6.7766e-04 - SC3 = 0.056905 - W_density = 0.7733 - H_density = 0.5450 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 1.0376e-03 + SC2 = 6.9519e-04 + SC3 = 0.055589 + W_density = 0.7267 + H_density = 0.5850 iter = 18 - elapsed = 3.6510e-03 - tTotal = 0.083250 + elapsed = 4.0060e-03 + tTotal = 0.086987 subIterW = 0 - subIterH = 0 - relError = 0.2340 + subIterH = 3 + relError = 0.2350 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 9.5308e-04 - SC2 = 6.4428e-04 - SC3 = 0.053275 - W_density = 0.7600 - H_density = 0.5450 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 9.7105e-04 + SC2 = 6.5255e-04 + SC3 = 0.048903 + W_density = 0.7267 + H_density = 0.5800 iter = 19 - elapsed = 3.1990e-03 - tTotal = 0.086449 - subIterW = 4 + elapsed = 4.0720e-03 + tTotal = 0.091059 + subIterW = 2 subIterH = 0 - relError = 0.2337 + relError = 0.2347 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 9.0849e-04 - SC2 = 6.1414e-04 - SC3 = 0.048737 - W_density = 0.7533 - H_density = 0.5550 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 9.1035e-04 + SC2 = 6.0812e-04 + SC3 = 0.023070 + W_density = 0.7267 + H_density = 0.5750 iter = 20 - elapsed = 3.9720e-03 - tTotal = 0.090421 - subIterW = 2 - subIterH = 2 - relError = 0.2333 + elapsed = 3.3650e-03 + tTotal = 0.094424 + subIterW = 0 + subIterH = 3 + relError = 0.2345 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 8.8148e-04 - SC2 = 5.9235e-04 - SC3 = 0.046103 - W_density = 0.7467 - H_density = 0.5600 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 8.1087e-04 + SC2 = 5.4004e-04 + SC3 = 0.041933 + W_density = 0.7300 + H_density = 0.5650 iter = 21 - elapsed = 3.8390e-03 - tTotal = 0.094260 - subIterW = 2 - subIterH = 0 - relError = 0.2331 + elapsed = 4.1240e-03 + tTotal = 0.098548 + subIterW = 0 + subIterH = 4 + relError = 0.2343 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 8.4281e-04 - SC2 = 5.6806e-04 - SC3 = 0.044559 - W_density = 0.7500 - H_density = 0.5550 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 7.5034e-04 + SC2 = 5.0123e-04 + SC3 = 0.039479 + W_density = 0.7333 + H_density = 0.5700 iter = 22 - elapsed = 3.9330e-03 - tTotal = 0.098193 + elapsed = 4.0370e-03 + tTotal = 0.1026 subIterW = 0 - subIterH = 2 - relError = 0.2328 + subIterH = 0 + relError = 0.2342 toshow = scalar structure containing the fields: - initGrNormW = 344.71 - initGrNormH = 447.37 - initNorm = 13.674 - SC1 = 8.1067e-04 - SC2 = 5.4477e-04 - SC3 = 0.043649 - W_density = 0.7467 - H_density = 0.5550 + initGrNormW = 411.47 + initGrNormH = 552.01 + initNorm = 14.136 + SC1 = 7.2153e-04 + SC2 = 4.8198e-04 + SC3 = 0.019016 + W_density = 0.7333 + H_density = 0.5700 iter = 23 - elapsed = 4.2190e-03 - tTotal = 0.1024 + elapsed = 2.5420e-03 + tTotal = 0.1051 subIterW = 0 - subIterH = 2 - relError = 0.2326 + subIterH = 0 + relError = 0.2341 Stop: tolerance reached. final = @@ -5381,10 +5683,10 @@ scalar structure containing the fields: iterations = 23 - elapsed_total = 0.1024 - relative_error = 0.2326 - W_density = 0.7467 - H_density = 0.5550 + elapsed_total = 0.1051 + relative_error = 0.2341 + W_density = 0.7333 + H_density = 0.5700 ***** demo m = 300; @@ -5470,12 +5772,14 @@ 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/2848989/tmp/hooks/B01_cleanup starting +I: user script /srv/workspace/pbuilder/2848989/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/3337932 and its subdirectories -I: Current time: Sun Jun 8 12:46:05 -12 2025 -I: pbuilder-time-stamp: 1749429965 +I: removing directory /srv/workspace/pbuilder/2848989 and its subdirectories +I: Current time: Mon Jun 9 14:47:26 +14 2025 +I: pbuilder-time-stamp: 1749430046