Diff of the two buildlogs: -- --- b1/build.log 2025-09-03 03:45:29.808038044 +0000 +++ b2/build.log 2025-09-03 03:46:49.572131807 +0000 @@ -1,6 +1,6 @@ I: pbuilder: network access will be disabled during build -I: Current time: Tue Sep 2 15:43:45 -12 2025 -I: pbuilder-time-stamp: 1756871025 +I: Current time: Wed Oct 7 00:08:31 +14 2026 +I: pbuilder-time-stamp: 1791281311 I: Building the build Environment I: extracting base tarball [/var/cache/pbuilder/forky-reproducible-base.tgz] I: copying local configuration @@ -22,53 +22,85 @@ dpkg-source: info: unpacking octave-linear-algebra_2.2.3-4.debian.tar.xz I: Not using root during the build. I: Installing the build-deps -I: user script /srv/workspace/pbuilder/2452026/tmp/hooks/D02_print_environment starting +I: user script /srv/workspace/pbuilder/3970625/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 Oct 6 10:08 /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/3970625/tmp/hooks/D01_modify_environment finished +I: user script /srv/workspace/pbuilder/3970625/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]="37" [3]="1" [4]="release" [5]="aarch64-unknown-linux-gnu") + BASH_VERSION='5.2.37(1)-release' + BUILDDIR=/build/reproducible-path + BUILDUSERGECOS='second user,second room,second work-phone,second home-phone,second other' + BUILDUSERNAME=pbuilder2 + BUILD_ARCH=arm64 + DEBIAN_FRONTEND=noninteractive DEB_BUILD_OPTIONS='buildinfo=+all reproducible=+all parallel=12 ' - DISTRIBUTION='forky' - HOME='/root' - HOST_ARCH='arm64' + DIRSTACK=() + DISTRIBUTION=forky + EUID=0 + FUNCNAME=([0]="Echo" [1]="main") + GROUPS=() + HOME=/root + HOSTNAME=i-capture-the-hostname + HOSTTYPE=aarch64 + HOST_ARCH=arm64 IFS=' ' - INVOCATION_ID='711dbbcc1de84611a0d24656cc39d983' - 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='2452026' - PS1='# ' - PS2='> ' + INVOCATION_ID=45249179a262463698f7135b5e7f4361 + 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=3970625 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.bEO0FDWg/pbuilderrc_CkLL --distribution forky --hookdir /etc/pbuilder/first-build-hooks --debbuildopts -b --basetgz /var/cache/pbuilder/forky-reproducible-base.tgz --buildresult /srv/reproducible-results/rbuild-debian/r-b-build.bEO0FDWg/b1 --logfile b1/build.log octave-linear-algebra_2.2.3-4.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.bEO0FDWg/pbuilderrc_11vI --distribution forky --hookdir /etc/pbuilder/rebuild-hooks --debbuildopts -b --basetgz /var/cache/pbuilder/forky-reproducible-base.tgz --buildresult /srv/reproducible-results/rbuild-debian/r-b-build.bEO0FDWg/b2 --logfile b2/build.log octave-linear-algebra_2.2.3-4.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 6.12.41+deb13-cloud-arm64 #1 SMP Debian 6.12.41-1 (2025-08-12) aarch64 GNU/Linux + Linux i-capture-the-hostname 6.12.41+deb13-cloud-arm64 #1 SMP Debian 6.12.41-1 (2025-08-12) 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/2452026/tmp/hooks/D02_print_environment finished + lrwxrwxrwx 1 root root 7 Aug 10 2025 /bin -> usr/bin +I: user script /srv/workspace/pbuilder/3970625/tmp/hooks/D02_print_environment finished -> Attempting to satisfy build-dependencies -> Creating pbuilder-satisfydepends-dummy package Package: pbuilder-satisfydepends-dummy @@ -636,7 +668,7 @@ Get: 528 http://deb.debian.org/debian forky/main arm64 gfortran arm64 4:14.2.0-1 [1424 B] Get: 529 http://deb.debian.org/debian forky/main arm64 octave-dev arm64 9.4.0-1 [1002 kB] Get: 530 http://deb.debian.org/debian forky/main arm64 dh-octave all 1.8.0 [22.7 kB] -Fetched 191 MB in 2s (115 MB/s) +Fetched 191 MB in 1s (216 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 ... 20011 files and directories currently installed.) @@ -2809,7 +2841,11 @@ 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/3970625/tmp/hooks/A99_set_merged_usr starting +Not re-configuring usrmerge for forky +I: user script /srv/workspace/pbuilder/3970625/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 @@ -2859,7 +2895,7 @@ circulant_make_matrix at line 43 column 5 __test__ at line 2 column 1 test at line 682 column 11 - /tmp/tmp.vrujQ2tIH1 at line 14 column 31 + /tmp/tmp.Uqph9rn57U at line 14 column 31 1 test, 1 passed, 0 known failure, 0 skipped [inst/circulant_make_matrix.m] @@ -2942,12 +2978,12 @@ Stop: tolerance reached. ***** test [W,H,iter,HIS]=nmf_bpas(A,k,'verbose'); - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 1.2508 - SC2 = 625.39 - SC3 = 0.5050 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 1.1790 + SC2 = 589.49 + SC3 = 0.4952 W_density = 1 H_density = 1 par = @@ -2958,8 +2994,8 @@ n = 20 type = regularized nnls_solver = bp - alpha = 0.4899 - beta = 0.4899 + alpha = 0.4983 + beta = 0.4983 max_iter = 100 min_iter = 20 max_time = 1000 @@ -2971,438 +3007,438 @@ scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 0.025264 - SC2 = 0.024051 - SC3 = 1.7967 - W_density = 0.9333 - H_density = 0.6150 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 0.025236 + SC2 = 0.024530 + SC3 = 1.7858 + W_density = 0.9667 + H_density = 0.6950 iter = 1 - elapsed = 5.6870e-03 - tTotal = 5.6870e-03 - subIterW = 9 - subIterH = 31 - relError = 0.4510 + elapsed = 4.1030e-03 + tTotal = 4.1030e-03 + subIterW = 6 + subIterH = 25 + relError = 0.4349 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 0.014083 - SC2 = 0.012985 - SC3 = 0.9913 - W_density = 0.9067 - H_density = 0.5600 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 0.013754 + SC2 = 0.012901 + SC3 = 0.9870 + W_density = 0.9133 + H_density = 0.5250 iter = 2 - elapsed = 6.6050e-03 - tTotal = 0.012292 - subIterW = 14 - subIterH = 22 - relError = 0.3521 + elapsed = 6.1190e-03 + tTotal = 0.010222 + subIterW = 13 + subIterH = 30 + relError = 0.3334 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 8.6803e-03 - SC2 = 7.8470e-03 - SC3 = 0.6398 - W_density = 0.8967 - H_density = 0.6000 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 9.2012e-03 + SC2 = 8.4283e-03 + SC3 = 0.6589 + W_density = 0.8933 + H_density = 0.5850 iter = 3 - elapsed = 5.1830e-03 - tTotal = 0.017475 + elapsed = 4.0780e-03 + tTotal = 0.014300 subIterW = 10 - subIterH = 21 - relError = 0.3164 + subIterH = 15 + relError = 0.3051 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 6.2993e-03 - SC2 = 5.4804e-03 - SC3 = 0.4628 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 6.8890e-03 + SC2 = 6.0072e-03 + SC3 = 0.4933 W_density = 0.8600 - H_density = 0.6400 + H_density = 0.5750 iter = 4 - elapsed = 4.2660e-03 - tTotal = 0.021741 - subIterW = 10 - subIterH = 10 - relError = 0.2992 + elapsed = 3.9310e-03 + tTotal = 0.018231 + subIterW = 9 + subIterH = 7 + relError = 0.2898 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 4.6454e-03 - SC2 = 3.9486e-03 - SC3 = 0.3373 - W_density = 0.8300 - H_density = 0.6400 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 5.2695e-03 + SC2 = 4.4474e-03 + SC3 = 0.3751 + W_density = 0.8333 + H_density = 0.6050 iter = 5 - elapsed = 5.2700e-03 - tTotal = 0.027011 + elapsed = 4.1570e-03 + tTotal = 0.022388 subIterW = 9 - subIterH = 5 - relError = 0.2903 + subIterH = 10 + relError = 0.2807 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 3.5550e-03 - SC2 = 2.9578e-03 - SC3 = 0.2579 - W_density = 0.8133 - H_density = 0.6650 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 4.0816e-03 + SC2 = 3.3796e-03 + SC3 = 0.2904 + W_density = 0.8233 + H_density = 0.6300 iter = 6 - elapsed = 5.1040e-03 - tTotal = 0.032115 + elapsed = 4.0380e-03 + tTotal = 0.026426 subIterW = 7 - subIterH = 9 - relError = 0.2852 + subIterH = 7 + relError = 0.2749 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 2.7876e-03 - SC2 = 2.2914e-03 - SC3 = 0.1991 - W_density = 0.8000 - H_density = 0.6750 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 3.2716e-03 + SC2 = 2.6500e-03 + SC3 = 0.2323 + W_density = 0.8133 + H_density = 0.6650 iter = 7 - elapsed = 4.1450e-03 - tTotal = 0.036260 - subIterW = 6 - subIterH = 5 - relError = 0.2819 + elapsed = 3.4610e-03 + tTotal = 0.029887 + subIterW = 5 + subIterH = 6 + relError = 0.2711 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 2.2651e-03 - SC2 = 1.8120e-03 - SC3 = 0.1601 - W_density = 0.7800 - H_density = 0.6800 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 2.6529e-03 + SC2 = 2.1170e-03 + SC3 = 0.1852 + W_density = 0.8033 + H_density = 0.6850 iter = 8 - elapsed = 4.5570e-03 - tTotal = 0.040817 - subIterW = 6 + elapsed = 3.3120e-03 + tTotal = 0.033199 + subIterW = 3 subIterH = 4 - relError = 0.2795 + relError = 0.2682 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 1.8139e-03 - SC2 = 1.4366e-03 - SC3 = 0.1267 - W_density = 0.7700 - H_density = 0.6950 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 2.1840e-03 + SC2 = 1.7166e-03 + SC3 = 0.1513 + W_density = 0.8000 + H_density = 0.7000 iter = 9 - elapsed = 4.4480e-03 - tTotal = 0.045265 - subIterW = 3 - subIterH = 5 - relError = 0.2779 + elapsed = 3.2950e-03 + tTotal = 0.036494 + subIterW = 0 + subIterH = 7 + relError = 0.2660 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 1.4524e-03 - SC2 = 1.1474e-03 - SC3 = 0.1020 - W_density = 0.7733 - H_density = 0.7150 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 1.8060e-03 + SC2 = 1.4159e-03 + SC3 = 0.1231 + W_density = 0.8000 + H_density = 0.7050 iter = 10 - elapsed = 4.1890e-03 - tTotal = 0.049454 - subIterW = 3 - subIterH = 3 - relError = 0.2767 + elapsed = 3.3460e-03 + tTotal = 0.039840 + subIterW = 4 + subIterH = 2 + relError = 0.2640 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 1.1954e-03 - SC2 = 9.3240e-04 - SC3 = 0.084336 - W_density = 0.7700 - H_density = 0.7300 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 1.4991e-03 + SC2 = 1.1603e-03 + SC3 = 0.1011 + W_density = 0.7900 + H_density = 0.7050 iter = 11 - elapsed = 4.1360e-03 - tTotal = 0.053590 - subIterW = 3 - subIterH = 3 - relError = 0.2759 + elapsed = 2.6140e-03 + tTotal = 0.042454 + subIterW = 5 + subIterH = 0 + relError = 0.2623 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 9.9060e-04 - SC2 = 7.7069e-04 - SC3 = 0.068611 - W_density = 0.7667 - H_density = 0.7450 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 1.2394e-03 + SC2 = 9.5434e-04 + SC3 = 0.082671 + W_density = 0.7867 + H_density = 0.7000 iter = 12 - elapsed = 4.1500e-03 - tTotal = 0.057740 + elapsed = 3.2860e-03 + tTotal = 0.045740 subIterW = 3 subIterH = 3 - relError = 0.2752 + relError = 0.2608 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 8.3324e-04 - SC2 = 6.4326e-04 - SC3 = 0.056258 - W_density = 0.7600 - H_density = 0.7550 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 1.0438e-03 + SC2 = 7.8909e-04 + SC3 = 0.067470 + W_density = 0.7667 + H_density = 0.7000 iter = 13 - elapsed = 4.1200e-03 - tTotal = 0.061860 - subIterW = 2 - subIterH = 4 - relError = 0.2747 + elapsed = 3.3310e-03 + tTotal = 0.049071 + subIterW = 6 + subIterH = 2 + relError = 0.2596 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 7.1039e-04 - SC2 = 5.4700e-04 - SC3 = 0.046771 - W_density = 0.7567 - H_density = 0.7600 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 8.7443e-04 + SC2 = 6.5582e-04 + SC3 = 0.055279 + W_density = 0.7600 + H_density = 0.7050 iter = 14 - elapsed = 3.8820e-03 - tTotal = 0.065742 - subIterW = 0 + elapsed = 3.9270e-03 + tTotal = 0.052998 + subIterW = 4 subIterH = 4 - relError = 0.2743 + relError = 0.2585 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 6.2396e-04 - SC2 = 4.7545e-04 - SC3 = 0.040302 - W_density = 0.7533 - H_density = 0.7550 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 7.4764e-04 + SC2 = 5.6223e-04 + SC3 = 0.045313 + W_density = 0.7633 + H_density = 0.7100 iter = 15 - elapsed = 3.7420e-03 - tTotal = 0.069484 + elapsed = 3.0700e-03 + tTotal = 0.056068 subIterW = 0 subIterH = 0 - relError = 0.2740 + relError = 0.2575 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 5.5880e-04 - SC2 = 4.2357e-04 - SC3 = 0.022003 - W_density = 0.7533 - H_density = 0.7450 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 6.5719e-04 + SC2 = 4.9026e-04 + SC3 = 0.039409 + W_density = 0.7667 + H_density = 0.7050 iter = 16 - elapsed = 3.1730e-03 - tTotal = 0.072657 + elapsed = 3.2640e-03 + tTotal = 0.059332 subIterW = 0 - subIterH = 2 - relError = 0.2736 + subIterH = 4 + relError = 0.2567 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 5.0702e-04 - SC2 = 3.8331e-04 - SC3 = 0.031555 - W_density = 0.7500 - H_density = 0.7550 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 5.8104e-04 + SC2 = 4.3113e-04 + SC3 = 0.034226 + W_density = 0.7633 + H_density = 0.6900 iter = 17 - elapsed = 3.8450e-03 - tTotal = 0.076502 - subIterW = 0 - subIterH = 2 - relError = 0.2733 + elapsed = 3.3650e-03 + tTotal = 0.062697 + subIterW = 3 + subIterH = 3 + relError = 0.2561 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 4.7062e-04 - SC2 = 3.5485e-04 - SC3 = 0.028858 - W_density = 0.7500 - H_density = 0.7550 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 5.1595e-04 + SC2 = 3.7974e-04 + SC3 = 0.030352 + W_density = 0.7600 + H_density = 0.6950 iter = 18 - elapsed = 3.1440e-03 - tTotal = 0.079646 - subIterW = 2 + elapsed = 3.2270e-03 + tTotal = 0.065924 + subIterW = 3 subIterH = 0 - relError = 0.2729 + relError = 0.2556 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 4.4387e-04 - SC2 = 3.3645e-04 - SC3 = 0.026969 - W_density = 0.7500 - H_density = 0.7550 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 4.6240e-04 + SC2 = 3.4033e-04 + SC3 = 0.026826 + W_density = 0.7567 + H_density = 0.6950 iter = 19 - elapsed = 3.0970e-03 - tTotal = 0.082743 - subIterW = 2 - subIterH = 0 - relError = 0.2724 + elapsed = 3.1370e-03 + tTotal = 0.069061 + subIterW = 0 + subIterH = 2 + relError = 0.2551 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 4.2964e-04 - SC2 = 3.2481e-04 - SC3 = 0.025899 - W_density = 0.7467 - H_density = 0.7600 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 4.0876e-04 + SC2 = 2.9922e-04 + SC3 = 0.023613 + W_density = 0.7533 + H_density = 0.6900 iter = 20 - elapsed = 3.7370e-03 - tTotal = 0.086480 + elapsed = 3.0410e-03 + tTotal = 0.072102 subIterW = 0 subIterH = 0 - relError = 0.2719 + relError = 0.2547 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 4.1626e-04 - SC2 = 3.1719e-04 - SC3 = 0.014059 - W_density = 0.7467 - H_density = 0.7600 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 3.6613e-04 + SC2 = 2.6801e-04 + SC3 = 0.020887 + W_density = 0.7500 + H_density = 0.6900 iter = 21 - elapsed = 2.4320e-03 - tTotal = 0.088912 + elapsed = 3.1130e-03 + tTotal = 0.075215 subIterW = 0 - subIterH = 0 - relError = 0.2714 + subIterH = 2 + relError = 0.2543 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 4.1025e-04 - SC2 = 3.1097e-04 - SC3 = 0.024497 - W_density = 0.7433 - H_density = 0.7700 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 3.3589e-04 + SC2 = 2.4654e-04 + SC3 = 0.019167 + W_density = 0.7533 + H_density = 0.6950 iter = 22 - elapsed = 4.1310e-03 - tTotal = 0.093043 - subIterW = 0 - subIterH = 3 - relError = 0.2708 + elapsed = 3.2710e-03 + tTotal = 0.078486 + subIterW = 3 + subIterH = 0 + relError = 0.2539 toshow = scalar structure containing the fields: - initGrNormW = 394.52 - initGrNormH = 485.25 - initNorm = 13.891 - SC1 = 4.0155e-04 - SC2 = 3.0357e-04 - SC3 = 0.023703 - W_density = 0.7400 - H_density = 0.7700 + initGrNormW = 405.99 + initGrNormH = 427.39 + initNorm = 14.135 + SC1 = 3.1538e-04 + SC2 = 2.3149e-04 + SC3 = 0.010305 + W_density = 0.7533 + H_density = 0.6950 iter = 23 - elapsed = 4.2290e-03 - tTotal = 0.097272 + elapsed = 1.9240e-03 + tTotal = 0.080410 subIterW = 0 - subIterH = 4 - relError = 0.2703 + subIterH = 0 + relError = 0.2536 Stop: tolerance reached. final = @@ -3410,19 +3446,19 @@ scalar structure containing the fields: iterations = 23 - elapsed_total = 0.097272 - relative_error = 0.2703 - W_density = 0.7400 - H_density = 0.7700 + elapsed_total = 0.080410 + relative_error = 0.2536 + W_density = 0.7533 + H_density = 0.6950 ***** test [W,H,iter,HIS]=nmf_bpas(A,k,'verbose','nnlssolver','as'); - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 1.1489 - SC2 = 574.46 - SC3 = 0.4906 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 1.1925 + SC2 = 596.23 + SC3 = 0.5005 W_density = 1 H_density = 1 par = @@ -3433,8 +3469,8 @@ n = 20 type = regularized nnls_solver = as - alpha = 0.4899 - beta = 0.4899 + alpha = 0.4983 + beta = 0.4983 max_iter = 100 min_iter = 20 max_time = 1000 @@ -3446,438 +3482,438 @@ scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 0.026350 - SC2 = 0.025771 - SC3 = 1.0859 - W_density = 0.9700 - H_density = 0.6700 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 0.027750 + SC2 = 0.026695 + SC3 = 1.0921 + W_density = 0.9600 + H_density = 0.6650 iter = 1 - elapsed = 5.6510e-03 - tTotal = 5.6510e-03 - subIterW = 6 - subIterH = 37 - relError = 0.4336 + elapsed = 3.9820e-03 + tTotal = 3.9820e-03 + subIterW = 7 + subIterH = 34 + relError = 0.4433 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 0.014990 - SC2 = 0.014181 - SC3 = 0.5905 - W_density = 0.9300 - H_density = 0.5250 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 0.014878 + SC2 = 0.013985 + SC3 = 0.6038 + W_density = 0.9100 + H_density = 0.5500 iter = 2 - elapsed = 4.8460e-03 - tTotal = 0.010497 - subIterW = 14 - subIterH = 44 - relError = 0.3419 + elapsed = 4.1350e-03 + tTotal = 8.1170e-03 + subIterW = 15 + subIterH = 42 + relError = 0.3484 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 9.9215e-03 - SC2 = 9.1277e-03 - SC3 = 0.4084 - W_density = 0.9033 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 9.8174e-03 + SC2 = 8.9339e-03 + SC3 = 0.3987 + W_density = 0.8700 H_density = 0.5700 iter = 3 - elapsed = 4.9050e-03 - tTotal = 0.015402 - subIterW = 17 - subIterH = 42 - relError = 0.3127 + elapsed = 4.0350e-03 + tTotal = 0.012152 + subIterW = 21 + subIterH = 38 + relError = 0.3088 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 7.1139e-03 - SC2 = 6.4025e-03 - SC3 = 0.2871 - W_density = 0.8867 - H_density = 0.6150 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 7.0967e-03 + SC2 = 6.1884e-03 + SC3 = 0.2833 + W_density = 0.8367 + H_density = 0.5950 iter = 4 - elapsed = 5.5520e-03 - tTotal = 0.020954 - subIterW = 21 - subIterH = 32 - relError = 0.2981 + elapsed = 4.3570e-03 + tTotal = 0.016509 + subIterW = 24 + subIterH = 34 + relError = 0.2907 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 5.3045e-03 - SC2 = 4.6891e-03 - SC3 = 0.2267 - W_density = 0.8800 - H_density = 0.6400 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 5.2916e-03 + SC2 = 4.4873e-03 + SC3 = 0.2163 + W_density = 0.8167 + H_density = 0.6300 iter = 5 - elapsed = 5.1680e-03 - tTotal = 0.026122 - subIterW = 22 - subIterH = 30 - relError = 0.2900 + elapsed = 3.8060e-03 + tTotal = 0.020315 + subIterW = 27 + subIterH = 28 + relError = 0.2806 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 4.1086e-03 - SC2 = 3.5663e-03 - SC3 = 0.1678 - W_density = 0.8633 - H_density = 0.6750 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 4.0913e-03 + SC2 = 3.3794e-03 + SC3 = 0.1684 + W_density = 0.8067 + H_density = 0.6500 iter = 6 - elapsed = 5.0690e-03 - tTotal = 0.031191 - subIterW = 22 - subIterH = 25 - relError = 0.2848 + elapsed = 3.9920e-03 + tTotal = 0.024307 + subIterW = 29 + subIterH = 30 + relError = 0.2750 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 3.2582e-03 - SC2 = 2.7890e-03 - SC3 = 0.1364 - W_density = 0.8533 - H_density = 0.6800 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 3.2003e-03 + SC2 = 2.6178e-03 + SC3 = 0.1316 + W_density = 0.8033 + H_density = 0.6700 iter = 7 - elapsed = 6.4480e-03 - tTotal = 0.037639 - subIterW = 23 - subIterH = 30 - relError = 0.2814 + elapsed = 4.3470e-03 + tTotal = 0.028654 + subIterW = 26 + subIterH = 32 + relError = 0.2714 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 2.6378e-03 - SC2 = 2.2157e-03 - SC3 = 0.1064 - W_density = 0.8433 - H_density = 0.7000 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 2.5543e-03 + SC2 = 2.0792e-03 + SC3 = 0.096875 + W_density = 0.8067 + H_density = 0.6850 iter = 8 - elapsed = 5.3000e-03 - tTotal = 0.042939 - subIterW = 27 - subIterH = 27 - relError = 0.2788 + elapsed = 4.2170e-03 + tTotal = 0.032871 + subIterW = 26 + subIterH = 29 + relError = 0.2688 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 2.1764e-03 - SC2 = 1.7890e-03 - SC3 = 0.082711 - W_density = 0.8333 - H_density = 0.7150 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 2.1186e-03 + SC2 = 1.6906e-03 + SC3 = 0.082037 + W_density = 0.8067 + H_density = 0.6750 iter = 9 - elapsed = 5.0150e-03 - tTotal = 0.047954 - subIterW = 28 - subIterH = 29 - relError = 0.2768 + elapsed = 3.8100e-03 + tTotal = 0.036681 + subIterW = 25 + subIterH = 32 + relError = 0.2667 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 1.8172e-03 - SC2 = 1.4683e-03 - SC3 = 0.070461 - W_density = 0.8233 - H_density = 0.7150 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 1.8036e-03 + SC2 = 1.4104e-03 + SC3 = 0.065857 + W_density = 0.7967 + H_density = 0.6800 iter = 10 - elapsed = 4.7190e-03 - tTotal = 0.052673 - subIterW = 29 - subIterH = 27 - relError = 0.2752 + elapsed = 3.9250e-03 + tTotal = 0.040606 + subIterW = 28 + subIterH = 32 + relError = 0.2646 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 1.5179e-03 - SC2 = 1.2204e-03 - SC3 = 0.057921 - W_density = 0.8200 - H_density = 0.7150 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 1.5682e-03 + SC2 = 1.2044e-03 + SC3 = 0.054415 + W_density = 0.7833 + H_density = 0.6800 iter = 11 - elapsed = 4.1120e-03 - tTotal = 0.056785 - subIterW = 26 - subIterH = 28 - relError = 0.2739 + elapsed = 3.8810e-03 + tTotal = 0.044487 + subIterW = 30 + subIterH = 31 + relError = 0.2623 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 1.2824e-03 - SC2 = 1.0285e-03 - SC3 = 0.050015 - W_density = 0.8200 - H_density = 0.7200 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 1.3624e-03 + SC2 = 1.0354e-03 + SC3 = 0.052752 + W_density = 0.7733 + H_density = 0.6900 iter = 12 - elapsed = 4.7570e-03 - tTotal = 0.061542 - subIterW = 28 - subIterH = 29 - relError = 0.2727 + elapsed = 3.9480e-03 + tTotal = 0.048435 + subIterW = 29 + subIterH = 30 + relError = 0.2604 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 1.0989e-03 - SC2 = 8.6374e-04 - SC3 = 0.041521 - W_density = 0.8000 - H_density = 0.7250 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 1.1853e-03 + SC2 = 8.9135e-04 + SC3 = 0.043989 + W_density = 0.7667 + H_density = 0.6950 iter = 13 - elapsed = 4.9270e-03 - tTotal = 0.066469 - subIterW = 27 - subIterH = 25 - relError = 0.2717 + elapsed = 3.9450e-03 + tTotal = 0.052380 + subIterW = 32 + subIterH = 29 + relError = 0.2587 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 9.1882e-04 - SC2 = 7.1852e-04 - SC3 = 0.032801 - W_density = 0.7967 - H_density = 0.7300 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 1.0135e-03 + SC2 = 7.6824e-04 + SC3 = 0.037178 + W_density = 0.7700 + H_density = 0.7000 iter = 14 - elapsed = 5.0920e-03 - tTotal = 0.071561 + elapsed = 3.5470e-03 + tTotal = 0.055927 subIterW = 30 - subIterH = 24 - relError = 0.2709 + subIterH = 29 + relError = 0.2571 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 7.7379e-04 - SC2 = 6.0201e-04 - SC3 = 0.028493 - W_density = 0.8000 - H_density = 0.7300 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 8.6455e-04 + SC2 = 6.5360e-04 + SC3 = 0.030013 + W_density = 0.7667 + H_density = 0.6950 iter = 15 - elapsed = 4.6860e-03 - tTotal = 0.076247 - subIterW = 29 - subIterH = 26 - relError = 0.2702 + elapsed = 3.5460e-03 + tTotal = 0.059473 + subIterW = 30 + subIterH = 30 + relError = 0.2559 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 6.5873e-04 - SC2 = 5.0986e-04 - SC3 = 0.024867 - W_density = 0.7933 - H_density = 0.7250 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 7.3421e-04 + SC2 = 5.5653e-04 + SC3 = 0.026582 + W_density = 0.7667 + H_density = 0.7150 iter = 16 - elapsed = 5.4210e-03 - tTotal = 0.081668 - subIterW = 29 + elapsed = 3.4350e-03 + tTotal = 0.062908 + subIterW = 32 subIterH = 26 - relError = 0.2696 + relError = 0.2548 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 5.5197e-04 - SC2 = 4.2612e-04 - SC3 = 0.020006 - W_density = 0.7867 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 6.0563e-04 + SC2 = 4.6149e-04 + SC3 = 0.022444 + W_density = 0.7700 H_density = 0.7300 iter = 17 - elapsed = 4.7670e-03 - tTotal = 0.086435 + elapsed = 3.3520e-03 + tTotal = 0.066260 subIterW = 31 - subIterH = 23 - relError = 0.2692 + subIterH = 24 + relError = 0.2541 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 4.6955e-04 - SC2 = 3.5780e-04 - SC3 = 0.017137 - W_density = 0.7733 - H_density = 0.7350 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 5.0877e-04 + SC2 = 3.8565e-04 + SC3 = 0.019054 + W_density = 0.7633 + H_density = 0.7300 iter = 18 - elapsed = 5.6050e-03 - tTotal = 0.092040 - subIterW = 35 + elapsed = 3.3970e-03 + tTotal = 0.069657 + subIterW = 33 subIterH = 23 - relError = 0.2688 + relError = 0.2536 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 3.9124e-04 - SC2 = 2.9812e-04 - SC3 = 0.013963 - W_density = 0.7767 - H_density = 0.7400 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 4.2515e-04 + SC2 = 3.2056e-04 + SC3 = 0.016542 + W_density = 0.7600 + H_density = 0.7350 iter = 19 - elapsed = 4.7000e-03 - tTotal = 0.096740 - subIterW = 34 - subIterH = 22 - relError = 0.2686 + elapsed = 3.4380e-03 + tTotal = 0.073095 + subIterW = 32 + subIterH = 23 + relError = 0.2533 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 3.3011e-04 - SC2 = 2.5220e-04 - SC3 = 0.011792 - W_density = 0.7800 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 3.5989e-04 + SC2 = 2.7208e-04 + SC3 = 0.013312 + W_density = 0.7633 H_density = 0.7400 iter = 20 - elapsed = 4.3210e-03 - tTotal = 0.1011 + elapsed = 3.4180e-03 + tTotal = 0.076513 subIterW = 31 subIterH = 23 - relError = 0.2684 + relError = 0.2530 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 2.8179e-04 - SC2 = 2.1303e-04 - SC3 = 9.8704e-03 - W_density = 0.7700 - H_density = 0.7350 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 3.1099e-04 + SC2 = 2.3387e-04 + SC3 = 0.011354 + W_density = 0.7567 + H_density = 0.7400 iter = 21 - elapsed = 4.6920e-03 - tTotal = 0.1058 - subIterW = 34 - subIterH = 23 - relError = 0.2683 + elapsed = 3.4960e-03 + tTotal = 0.080009 + subIterW = 32 + subIterH = 25 + relError = 0.2528 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 2.3981e-04 - SC2 = 1.8082e-04 - SC3 = 8.1829e-03 - W_density = 0.7667 - H_density = 0.7300 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 2.6853e-04 + SC2 = 2.0140e-04 + SC3 = 9.7252e-03 + W_density = 0.7500 + H_density = 0.7450 iter = 22 - elapsed = 4.7740e-03 - tTotal = 0.1105 - subIterW = 34 - subIterH = 24 - relError = 0.2682 + elapsed = 4.0080e-03 + tTotal = 0.084017 + subIterW = 33 + subIterH = 25 + relError = 0.2527 toshow = scalar structure containing the fields: - initGrNormW = 388.05 - initGrNormH = 423.58 - initNorm = 13.891 - SC1 = 2.0685e-04 - SC2 = 1.5514e-04 - SC3 = 7.2267e-03 - W_density = 0.7633 - H_density = 0.7300 + initGrNormW = 386.29 + initGrNormH = 454.16 + initNorm = 14.135 + SC1 = 2.3779e-04 + SC2 = 1.7787e-04 + SC3 = 8.2744e-03 + W_density = 0.7467 + H_density = 0.7500 iter = 23 - elapsed = 4.3840e-03 - tTotal = 0.1149 - subIterW = 35 + elapsed = 4.0480e-03 + tTotal = 0.088065 + subIterW = 34 subIterH = 25 - relError = 0.2681 + relError = 0.2525 Stop: tolerance reached. final = @@ -3885,19 +3921,19 @@ scalar structure containing the fields: iterations = 23 - elapsed_total = 0.1149 - relative_error = 0.2681 - W_density = 0.7633 - H_density = 0.7300 + elapsed_total = 0.088065 + relative_error = 0.2525 + W_density = 0.7467 + H_density = 0.7500 ***** test [W,H,iter,HIS]=nmf_bpas(A,k,'verbose','type','sparse'); - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.3533 - SC2 = 676.67 - SC3 = 0.5109 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 1.4229 + SC2 = 711.44 + SC3 = 0.5228 W_density = 1 H_density = 1 par = @@ -3908,8 +3944,8 @@ n = 20 type = sparse nnls_solver = bp - alpha = 0.4899 - beta = 0.4899 + alpha = 0.4983 + beta = 0.4983 max_iter = 100 min_iter = 20 max_time = 1000 @@ -3921,762 +3957,458 @@ scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 0.021769 - SC2 = 0.020202 - SC3 = 1.7323 - W_density = 0.9567 - H_density = 0.5950 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 0.022106 + SC2 = 0.020957 + SC3 = 1.7789 + W_density = 0.9533 + H_density = 0.5700 iter = 1 - elapsed = 6.5670e-03 - tTotal = 6.5670e-03 - subIterW = 7 - subIterH = 33 - relError = 0.4491 + elapsed = 4.6580e-03 + tTotal = 4.6580e-03 + subIterW = 8 + subIterH = 26 + relError = 0.4396 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 9.8470e-03 - SC2 = 8.2518e-03 - SC3 = 0.7588 - W_density = 0.9167 - H_density = 0.3750 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 9.4309e-03 + SC2 = 8.2237e-03 + SC3 = 0.7226 + W_density = 0.9300 + H_density = 0.3700 iter = 2 - elapsed = 6.2990e-03 - tTotal = 0.012866 - subIterW = 10 - subIterH = 33 - relError = 0.3675 + elapsed = 5.1130e-03 + tTotal = 9.7710e-03 + subIterW = 6 + subIterH = 31 + relError = 0.3536 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 5.7628e-03 - SC2 = 4.3682e-03 - SC3 = 0.4467 - W_density = 0.8967 - H_density = 0.3250 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 5.4886e-03 + SC2 = 4.2701e-03 + SC3 = 0.4519 + W_density = 0.9333 + H_density = 0.3350 iter = 3 - elapsed = 5.7050e-03 - tTotal = 0.018571 - subIterW = 6 - subIterH = 19 - relError = 0.3437 + elapsed = 4.6510e-03 + tTotal = 0.014422 + subIterW = 5 + subIterH = 16 + relError = 0.3287 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 3.5578e-03 - SC2 = 2.5047e-03 - SC3 = 0.2991 - W_density = 0.8967 - H_density = 0.3150 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 3.3106e-03 + SC2 = 2.4101e-03 + SC3 = 0.2813 + W_density = 0.9300 + H_density = 0.3100 iter = 4 - elapsed = 4.4690e-03 - tTotal = 0.023040 + elapsed = 2.9780e-03 + tTotal = 0.017400 subIterW = 3 - subIterH = 10 - relError = 0.3316 + subIterH = 7 + relError = 0.3167 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 2.2898e-03 - SC2 = 1.5708e-03 - SC3 = 0.2007 - W_density = 0.9000 - H_density = 0.3000 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 2.1760e-03 + SC2 = 1.5145e-03 + SC3 = 0.1931 + W_density = 0.9200 + H_density = 0.3050 iter = 5 - elapsed = 4.1210e-03 - tTotal = 0.027161 + elapsed = 2.8470e-03 + tTotal = 0.020247 subIterW = 4 subIterH = 3 - relError = 0.3251 + relError = 0.3096 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.6694e-03 - SC2 = 1.1418e-03 - SC3 = 0.1430 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 1.6035e-03 + SC2 = 1.0807e-03 + SC3 = 0.1433 W_density = 0.9067 H_density = 0.3000 iter = 6 - elapsed = 2.8690e-03 - tTotal = 0.030030 - subIterW = 6 - subIterH = 0 - relError = 0.3218 + elapsed = 2.9490e-03 + tTotal = 0.023196 + subIterW = 4 + subIterH = 3 + relError = 0.3048 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.3474e-03 - SC2 = 9.0814e-04 - SC3 = 0.1120 - W_density = 0.9067 - H_density = 0.3150 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 1.0751e-03 + SC2 = 7.1814e-04 + SC3 = 0.098351 + W_density = 0.9100 + H_density = 0.2850 iter = 7 - elapsed = 3.7860e-03 - tTotal = 0.033816 - subIterW = 5 - subIterH = 8 - relError = 0.3194 + elapsed = 2.9340e-03 + tTotal = 0.026130 + subIterW = 2 + subIterH = 5 + relError = 0.3017 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.1361e-03 - SC2 = 7.7256e-04 - SC3 = 0.082898 - W_density = 0.9133 - H_density = 0.3050 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 8.5067e-04 + SC2 = 5.6485e-04 + SC3 = 0.076531 + W_density = 0.9100 + H_density = 0.2900 iter = 8 - elapsed = 3.3260e-03 - tTotal = 0.037142 - subIterW = 1 - subIterH = 2 - relError = 0.3174 + elapsed = 2.8790e-03 + tTotal = 0.029009 + subIterW = 2 + subIterH = 3 + relError = 0.3003 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.1051e-03 - SC2 = 7.4927e-04 - SC3 = 0.075337 - W_density = 0.9167 - H_density = 0.2900 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 7.9691e-04 + SC2 = 5.2755e-04 + SC3 = 0.067584 + W_density = 0.9067 + H_density = 0.2850 iter = 9 - elapsed = 3.4700e-03 - tTotal = 0.040612 - subIterW = 1 - subIterH = 3 - relError = 0.3158 + elapsed = 2.6490e-03 + tTotal = 0.031658 + subIterW = 0 + subIterH = 0 + relError = 0.2996 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.0162e-03 - SC2 = 6.8291e-04 - SC3 = 0.071179 - W_density = 0.9100 - H_density = 0.2850 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 6.5817e-04 + SC2 = 4.3571e-04 + SC3 = 0.061724 + W_density = 0.9133 + H_density = 0.2750 iter = 10 - elapsed = 3.4600e-03 - tTotal = 0.044072 + elapsed = 2.8790e-03 + tTotal = 0.034537 subIterW = 2 - subIterH = 4 - relError = 0.3149 + subIterH = 2 + relError = 0.2990 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 8.6400e-04 - SC2 = 5.7715e-04 - SC3 = 0.064383 - W_density = 0.9100 - H_density = 0.2900 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 6.0313e-04 + SC2 = 4.0048e-04 + SC3 = 0.055080 + W_density = 0.9167 + H_density = 0.2750 iter = 11 - elapsed = 3.9250e-03 - tTotal = 0.047997 - subIterW = 2 - subIterH = 5 - relError = 0.3141 + elapsed = 1.9990e-03 + tTotal = 0.036536 + subIterW = 1 + subIterH = 0 + relError = 0.2987 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 7.3445e-04 - SC2 = 4.8474e-04 - SC3 = 0.059698 - W_density = 0.9033 - H_density = 0.2800 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 5.5043e-04 + SC2 = 3.6218e-04 + SC3 = 0.052716 + W_density = 0.9100 + H_density = 0.2750 iter = 12 - elapsed = 3.6390e-03 - tTotal = 0.051636 - subIterW = 4 + elapsed = 2.7930e-03 + tTotal = 0.039329 + subIterW = 2 subIterH = 2 - relError = 0.3135 + relError = 0.2985 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 6.1471e-04 - SC2 = 4.0571e-04 - SC3 = 0.052422 - W_density = 0.9033 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 5.2235e-04 + SC2 = 3.4475e-04 + SC3 = 0.049300 + W_density = 0.9100 H_density = 0.2800 iter = 13 - elapsed = 2.6500e-03 - tTotal = 0.054286 + elapsed = 2.7080e-03 + tTotal = 0.042037 subIterW = 2 subIterH = 0 - relError = 0.3130 + relError = 0.2984 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 5.7472e-04 - SC2 = 3.7817e-04 - SC3 = 0.014104 - W_density = 0.9033 - H_density = 0.2750 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 5.0942e-04 + SC2 = 3.3520e-04 + SC3 = 0.047457 + W_density = 0.9067 + H_density = 0.2800 iter = 14 - elapsed = 2.5670e-03 - tTotal = 0.056853 + elapsed = 2.0560e-03 + tTotal = 0.044093 subIterW = 0 subIterH = 0 - relError = 0.3127 + relError = 0.2985 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 6.0464e-04 - SC2 = 3.9302e-04 - SC3 = 0.053289 - W_density = 0.8967 - H_density = 0.2700 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 5.1464e-04 + SC2 = 3.3966e-04 + SC3 = 0.012247 + W_density = 0.9067 + H_density = 0.2850 iter = 15 - elapsed = 3.7010e-03 - tTotal = 0.060554 - subIterW = 4 + elapsed = 2.0910e-03 + tTotal = 0.046184 + subIterW = 0 subIterH = 0 - relError = 0.3127 + relError = 0.2987 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 7.3146e-04 - SC2 = 4.7545e-04 - SC3 = 0.057125 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 5.4637e-04 + SC2 = 3.5623e-04 + SC3 = 0.048100 W_density = 0.8967 - H_density = 0.2700 + H_density = 0.2850 iter = 16 - elapsed = 2.5660e-03 - tTotal = 0.063120 - subIterW = 2 - subIterH = 0 - relError = 0.3129 + elapsed = 2.9900e-03 + tTotal = 0.049174 + subIterW = 5 + subIterH = 2 + relError = 0.2988 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 6.9051e-04 - SC2 = 4.4607e-04 - SC3 = 0.057511 - W_density = 0.8933 - H_density = 0.2600 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 5.7307e-04 + SC2 = 3.7594e-04 + SC3 = 0.048974 + W_density = 0.9000 + H_density = 0.2850 iter = 17 - elapsed = 3.7690e-03 - tTotal = 0.066889 - subIterW = 3 - subIterH = 6 - relError = 0.3130 + elapsed = 2.1440e-03 + tTotal = 0.051318 + subIterW = 1 + subIterH = 0 + relError = 0.2990 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 7.2841e-04 - SC2 = 4.7346e-04 - SC3 = 0.056445 - W_density = 0.8933 - H_density = 0.2700 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 6.0336e-04 + SC2 = 3.9580e-04 + SC3 = 0.052562 + W_density = 0.9033 + H_density = 0.2800 iter = 18 - elapsed = 3.8030e-03 - tTotal = 0.070692 - subIterW = 4 - subIterH = 2 - relError = 0.3129 + elapsed = 2.7060e-03 + tTotal = 0.054024 + subIterW = 0 + subIterH = 0 + relError = 0.2993 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 8.0628e-04 - SC2 = 5.2892e-04 - SC3 = 0.058380 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 6.3660e-04 + SC2 = 4.1379e-04 + SC3 = 0.055806 W_density = 0.8967 - H_density = 0.2700 + H_density = 0.2800 iter = 19 - elapsed = 3.5310e-03 - tTotal = 0.074223 - subIterW = 0 + elapsed = 2.9350e-03 + tTotal = 0.056959 + subIterW = 3 subIterH = 2 - relError = 0.3131 + relError = 0.2998 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 7.8563e-04 - SC2 = 5.0909e-04 - SC3 = 0.068236 - W_density = 0.8967 - H_density = 0.2550 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 6.6494e-04 + SC2 = 4.3221e-04 + SC3 = 0.056514 + W_density = 0.8933 + H_density = 0.2800 iter = 20 - elapsed = 3.8420e-03 - tTotal = 0.078065 - subIterW = 4 - subIterH = 5 - relError = 0.3133 + elapsed = 2.1350e-03 + tTotal = 0.059094 + subIterW = 0 + subIterH = 0 + relError = 0.3004 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 8.9079e-04 - SC2 = 5.7367e-04 - SC3 = 0.080070 - W_density = 0.9000 - H_density = 0.2500 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 6.9771e-04 + SC2 = 4.5211e-04 + SC3 = 0.060099 + W_density = 0.8967 + H_density = 0.2750 iter = 21 - elapsed = 3.4650e-03 - tTotal = 0.081530 - subIterW = 0 - subIterH = 3 - relError = 0.3136 + elapsed = 2.8400e-03 + tTotal = 0.061934 + subIterW = 1 + subIterH = 2 + relError = 0.3011 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 9.5392e-04 - SC2 = 6.1051e-04 - SC3 = 0.088484 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 7.5246e-04 + SC2 = 4.8609e-04 + SC3 = 0.062181 W_density = 0.8933 - H_density = 0.2450 + H_density = 0.2750 iter = 22 - elapsed = 3.5500e-03 - tTotal = 0.085080 - subIterW = 2 - subIterH = 0 - relError = 0.3139 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.0761e-03 - SC2 = 6.9514e-04 - SC3 = 0.097493 - W_density = 0.9000 - H_density = 0.2500 - iter = 23 - elapsed = 3.5820e-03 - tTotal = 0.088662 + elapsed = 2.3480e-03 + tTotal = 0.064282 subIterW = 2 subIterH = 0 - relError = 0.3144 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.2224e-03 - SC2 = 7.7743e-04 - SC3 = 0.1135 - W_density = 0.8900 - H_density = 0.2450 - iter = 24 - elapsed = 3.7420e-03 - tTotal = 0.092404 - subIterW = 3 - subIterH = 3 - relError = 0.3149 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.3048e-03 - SC2 = 8.2464e-04 - SC3 = 0.034056 - W_density = 0.8900 - H_density = 0.2300 - iter = 25 - elapsed = 2.8770e-03 - tTotal = 0.095281 - subIterW = 0 - subIterH = 2 - relError = 0.3156 + relError = 0.3021 toshow = scalar structure containing the fields: - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.3069e-03 - SC2 = 8.2332e-04 - SC3 = 0.033460 + initGrNormW = 429.70 + initGrNormH = 567.01 + initNorm = 14.135 + SC1 = 8.0658e-04 + SC2 = 5.1783e-04 + SC3 = 0.063887 W_density = 0.8900 - H_density = 0.2300 - iter = 26 - elapsed = 2.7490e-03 - tTotal = 0.098030 - subIterW = 0 - subIterH = 2 - relError = 0.3165 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.3285e-03 - SC2 = 8.3698e-04 - SC3 = 0.1221 - W_density = 0.8867 - H_density = 0.2250 - iter = 27 - elapsed = 3.3340e-03 - tTotal = 0.1014 - subIterW = 0 - subIterH = 0 - relError = 0.3175 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.3625e-03 - SC2 = 8.5020e-04 - SC3 = 0.1225 - W_density = 0.8800 - H_density = 0.2250 - iter = 28 - elapsed = 3.8620e-03 - tTotal = 0.1052 - subIterW = 2 - subIterH = 2 - relError = 0.3187 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.3913e-03 - SC2 = 8.5982e-04 - SC3 = 0.1228 - W_density = 0.8733 - H_density = 0.2250 - iter = 29 - elapsed = 3.7040e-03 - tTotal = 0.1089 - subIterW = 2 - subIterH = 2 - relError = 0.3200 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.4123e-03 - SC2 = 8.6433e-04 - SC3 = 0.1274 - W_density = 0.8700 - H_density = 0.2200 - iter = 30 - elapsed = 3.4510e-03 - tTotal = 0.1124 - subIterW = 0 - subIterH = 0 - relError = 0.3216 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.4568e-03 - SC2 = 8.7407e-04 - SC3 = 0.1338 - W_density = 0.8567 - H_density = 0.2100 - iter = 31 - elapsed = 4.2080e-03 - tTotal = 0.1166 - subIterW = 4 - subIterH = 2 - relError = 0.3233 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.4746e-03 - SC2 = 8.7297e-04 - SC3 = 0.1325 - W_density = 0.8467 - H_density = 0.2050 - iter = 32 - elapsed = 3.9900e-03 - tTotal = 0.1206 - subIterW = 3 - subIterH = 0 - relError = 0.3250 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.4161e-03 - SC2 = 8.2985e-04 - SC3 = 0.1253 - W_density = 0.8400 - H_density = 0.2000 - iter = 33 - elapsed = 3.9540e-03 - tTotal = 0.1245 - subIterW = 1 - subIterH = 0 - relError = 0.3268 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.3049e-03 - SC2 = 7.6204e-04 - SC3 = 0.033916 - W_density = 0.8400 - H_density = 0.1950 - iter = 34 - elapsed = 3.0650e-03 - tTotal = 0.1276 - subIterW = 0 - subIterH = 0 - relError = 0.3283 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.2096e-03 - SC2 = 6.9917e-04 - SC3 = 0.1025 - W_density = 0.8333 - H_density = 0.1900 - iter = 35 - elapsed = 3.8350e-03 - tTotal = 0.1314 - subIterW = 2 - subIterH = 0 - relError = 0.3297 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 1.1062e-03 - SC2 = 6.3715e-04 - SC3 = 0.022665 - W_density = 0.8333 - H_density = 0.1900 - iter = 36 - elapsed = 2.1140e-03 - tTotal = 0.1335 - subIterW = 0 - subIterH = 0 - relError = 0.3310 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 9.1902e-04 - SC2 = 5.1833e-04 - SC3 = 0.076070 - W_density = 0.8167 - H_density = 0.1850 - iter = 37 - elapsed = 4.2610e-03 - tTotal = 0.1378 - subIterW = 5 - subIterH = 0 - relError = 0.3322 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 6.9101e-04 - SC2 = 3.8559e-04 - SC3 = 0.058025 - W_density = 0.8067 - H_density = 0.1850 - iter = 38 - elapsed = 3.0690e-03 - tTotal = 0.1409 - subIterW = 3 - subIterH = 0 - relError = 0.3332 - -toshow = - - scalar structure containing the fields: - - initGrNormW = 426.58 - initGrNormH = 525.27 - initNorm = 13.891 - SC1 = 5.1658e-04 - SC2 = 2.8722e-04 - SC3 = 0.011614 - W_density = 0.8067 - H_density = 0.1800 - iter = 39 - elapsed = 2.8870e-03 - tTotal = 0.1438 + H_density = 0.2700 + iter = 23 + elapsed = 2.7520e-03 + tTotal = 0.067034 subIterW = 0 subIterH = 0 - relError = 0.3340 + relError = 0.3033 Stop: tolerance reached. final = scalar structure containing the fields: - iterations = 39 - elapsed_total = 0.1438 - relative_error = 0.3340 - W_density = 0.8067 - H_density = 0.1800 + iterations = 23 + elapsed_total = 0.067034 + relative_error = 0.3033 + W_density = 0.8900 + H_density = 0.2700 ***** test [W,H,iter,HIS]=nmf_bpas(A,k,'verbose','type','sparse','nnlssolver','bp','alpha',1.1,'beta',1.3); - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 1.2093 - SC2 = 604.65 - SC3 = 0.4832 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 1.3323 + SC2 = 666.15 + SC3 = 0.5033 W_density = 1 H_density = 1 par = @@ -4700,438 +4432,438 @@ scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 0.027908 - SC2 = 0.025508 - SC3 = 1.8163 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 0.025875 + SC2 = 0.025306 + SC3 = 1.9141 W_density = 0.9933 - H_density = 0.5200 + H_density = 0.5300 iter = 1 - elapsed = 6.8610e-03 - tTotal = 6.8610e-03 + elapsed = 4.7040e-03 + tTotal = 4.7040e-03 subIterW = 2 - subIterH = 39 - relError = 0.5615 + subIterH = 35 + relError = 0.5739 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 0.020007 - SC2 = 8.6032e-03 - SC3 = 1.1975 - W_density = 0.5967 - H_density = 0.1800 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 0.014978 + SC2 = 7.5189e-03 + SC3 = 0.8687 + W_density = 0.6967 + H_density = 0.2050 iter = 2 - elapsed = 7.2210e-03 - tTotal = 0.014082 - subIterW = 24 - subIterH = 27 - relError = 0.4877 + elapsed = 6.4140e-03 + tTotal = 0.011118 + subIterW = 26 + subIterH = 30 + relError = 0.4741 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 0.015993 - SC2 = 2.8147e-03 - SC3 = 0.4954 - W_density = 0.2167 - H_density = 0.1150 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 0.012232 + SC2 = 3.3515e-03 + SC3 = 0.5411 + W_density = 0.3600 + H_density = 0.1450 iter = 3 - elapsed = 4.6540e-03 - tTotal = 0.018736 - subIterW = 12 - subIterH = 2 - relError = 0.4934 + elapsed = 4.9480e-03 + tTotal = 0.016066 + subIterW = 16 + subIterH = 9 + relError = 0.4824 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 0.012641 - SC2 = 1.2641e-03 - SC3 = 0.2334 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 9.9817e-03 + SC2 = 1.4374e-03 + SC3 = 0.2219 + W_density = 0.1667 + H_density = 0.1100 iter = 4 - elapsed = 1.9650e-03 - tTotal = 0.020701 - subIterW = 0 + elapsed = 2.4550e-03 + tTotal = 0.018521 + subIterW = 2 subIterH = 1 - relError = 0.4943 + relError = 0.4912 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 8.0019e-03 - SC2 = 8.0019e-04 - SC3 = 0.1782 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 8.9058e-03 + SC2 = 1.2646e-03 + SC3 = 0.1697 + W_density = 0.1633 + H_density = 0.1100 iter = 5 - elapsed = 9.3700e-04 - tTotal = 0.021638 + elapsed = 1.3430e-03 + tTotal = 0.019864 subIterW = 0 subIterH = 0 - relError = 0.4937 + relError = 0.4958 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 5.1104e-03 - SC2 = 5.1104e-04 - SC3 = 0.1094 - W_density = 0.1000 - H_density = 0.1000 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 9.7242e-03 + SC2 = 1.2641e-03 + SC3 = 0.1052 + W_density = 0.1467 + H_density = 0.1050 iter = 6 - elapsed = 1.0340e-03 - tTotal = 0.022672 - subIterW = 0 + elapsed = 2.0060e-03 + tTotal = 0.021870 + subIterW = 1 subIterH = 0 - relError = 0.4934 + relError = 0.4989 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 3.2756e-03 - SC2 = 3.2756e-04 - SC3 = 0.065140 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 2.4205e-03 + SC2 = 2.4205e-04 + SC3 = 0.057120 W_density = 0.1000 H_density = 0.1000 iter = 7 - elapsed = 9.6300e-04 - tTotal = 0.023635 + elapsed = 1.2790e-03 + tTotal = 0.023149 subIterW = 0 subIterH = 0 - relError = 0.4932 + relError = 0.4988 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 2.1043e-03 - SC2 = 2.1043e-04 - SC3 = 0.039057 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 1.5650e-03 + SC2 = 1.5650e-04 + SC3 = 0.040187 W_density = 0.1000 H_density = 0.1000 iter = 8 - elapsed = 1.0270e-03 - tTotal = 0.024662 + elapsed = 6.6200e-04 + tTotal = 0.023811 subIterW = 0 subIterH = 0 - relError = 0.4931 + relError = 0.4987 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 1.3537e-03 - SC2 = 1.3537e-04 - SC3 = 0.025993 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 1.0140e-03 + SC2 = 1.0140e-04 + SC3 = 0.024953 W_density = 0.1000 H_density = 0.1000 iter = 9 - elapsed = 1.0010e-03 - tTotal = 0.025663 + elapsed = 6.5000e-04 + tTotal = 0.024461 subIterW = 0 subIterH = 0 - relError = 0.4930 + relError = 0.4986 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 8.7170e-04 - SC2 = 8.7170e-05 - SC3 = 0.021103 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 6.5744e-04 + SC2 = 6.5744e-05 + SC3 = 0.014381 W_density = 0.1000 H_density = 0.1000 iter = 10 - elapsed = 9.8100e-04 - tTotal = 0.026644 + elapsed = 6.9700e-04 + tTotal = 0.025158 subIterW = 0 subIterH = 0 - relError = 0.4929 + relError = 0.4985 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 5.6162e-04 - SC2 = 5.6162e-05 - SC3 = 0.012028 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 4.2646e-04 + SC2 = 4.2646e-05 + SC3 = 8.9953e-03 W_density = 0.1000 H_density = 0.1000 iter = 11 - elapsed = 9.7700e-04 - tTotal = 0.027621 + elapsed = 6.7400e-04 + tTotal = 0.025832 subIterW = 0 subIterH = 0 - relError = 0.4929 + relError = 0.4985 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 3.6198e-04 - SC2 = 3.6198e-05 - SC3 = 6.7186e-03 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 2.7672e-04 + SC2 = 2.7672e-05 + SC3 = 6.0529e-03 W_density = 0.1000 H_density = 0.1000 iter = 12 - elapsed = 9.6300e-04 - tTotal = 0.028584 + elapsed = 6.4000e-04 + tTotal = 0.026472 subIterW = 0 subIterH = 0 - relError = 0.4929 + relError = 0.4985 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 2.3336e-04 - SC2 = 2.3336e-05 - SC3 = 4.1916e-03 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 1.7959e-04 + SC2 = 1.7959e-05 + SC3 = 3.5355e-03 W_density = 0.1000 H_density = 0.1000 iter = 13 - elapsed = 9.8500e-04 - tTotal = 0.029569 + elapsed = 6.3500e-04 + tTotal = 0.027107 subIterW = 0 subIterH = 0 - relError = 0.4928 + relError = 0.4985 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 1.5047e-04 - SC2 = 1.5047e-05 - SC3 = 2.7027e-03 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 1.1656e-04 + SC2 = 1.1656e-05 + SC3 = 2.6478e-03 W_density = 0.1000 H_density = 0.1000 iter = 14 - elapsed = 9.8600e-04 - tTotal = 0.030555 + elapsed = 6.4800e-04 + tTotal = 0.027755 subIterW = 0 subIterH = 0 - relError = 0.4928 + relError = 0.4985 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 9.7027e-05 - SC2 = 9.7027e-06 - SC3 = 2.2511e-03 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 7.5665e-05 + SC2 = 7.5665e-06 + SC3 = 1.8620e-03 W_density = 0.1000 H_density = 0.1000 iter = 15 - elapsed = 1.0160e-03 - tTotal = 0.031571 + elapsed = 6.4200e-04 + tTotal = 0.028397 subIterW = 0 subIterH = 0 - relError = 0.4928 + relError = 0.4985 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 6.2571e-05 - SC2 = 6.2571e-06 - SC3 = 1.1239e-03 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 4.9118e-05 + SC2 = 4.9118e-06 + SC3 = 1.0360e-03 W_density = 0.1000 H_density = 0.1000 iter = 16 - elapsed = 1.0300e-03 - tTotal = 0.032601 + elapsed = 6.4000e-04 + tTotal = 0.029037 subIterW = 0 subIterH = 0 - relError = 0.4928 + relError = 0.4985 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 4.0353e-05 - SC2 = 4.0353e-06 - SC3 = 7.2481e-04 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 3.1887e-05 + SC2 = 3.1887e-06 + SC3 = 6.0749e-04 W_density = 0.1000 H_density = 0.1000 iter = 17 - elapsed = 7.9200e-04 - tTotal = 0.033393 + elapsed = 6.4600e-04 + tTotal = 0.029683 subIterW = 0 subIterH = 0 - relError = 0.4928 + relError = 0.4985 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 2.6025e-05 - SC2 = 2.6025e-06 - SC3 = 4.9969e-04 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 2.0701e-05 + SC2 = 2.0701e-06 + SC3 = 4.5281e-04 W_density = 0.1000 H_density = 0.1000 iter = 18 - elapsed = 1.0550e-03 - tTotal = 0.034448 + elapsed = 6.7500e-04 + tTotal = 0.030358 subIterW = 0 subIterH = 0 - relError = 0.4928 + relError = 0.4985 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 1.6784e-05 - SC2 = 1.6784e-06 - SC3 = 2.9206e-04 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 1.3439e-05 + SC2 = 1.3439e-06 + SC3 = 2.9397e-04 W_density = 0.1000 H_density = 0.1000 iter = 19 - elapsed = 9.8000e-04 - tTotal = 0.035428 + elapsed = 6.6600e-04 + tTotal = 0.031024 subIterW = 0 subIterH = 0 - relError = 0.4928 + relError = 0.4985 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 1.0825e-05 - SC2 = 1.0825e-06 - SC3 = 2.2324e-04 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 8.7248e-06 + SC2 = 8.7248e-07 + SC3 = 2.1470e-04 W_density = 0.1000 H_density = 0.1000 iter = 20 - elapsed = 1.0550e-03 - tTotal = 0.036483 + elapsed = 6.4300e-04 + tTotal = 0.031667 subIterW = 0 subIterH = 0 - relError = 0.4928 + relError = 0.4985 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 6.9815e-06 - SC2 = 6.9815e-07 - SC3 = 1.4398e-04 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 5.6642e-06 + SC2 = 5.6642e-07 + SC3 = 1.1536e-04 W_density = 0.1000 H_density = 0.1000 iter = 21 - elapsed = 9.7900e-04 - tTotal = 0.037462 + elapsed = 6.7100e-04 + tTotal = 0.032338 subIterW = 0 subIterH = 0 - relError = 0.4928 + relError = 0.4985 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 4.5028e-06 - SC2 = 4.5028e-07 - SC3 = 8.3574e-05 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 3.6773e-06 + SC2 = 3.6773e-07 + SC3 = 8.3532e-05 W_density = 0.1000 H_density = 0.1000 iter = 22 - elapsed = 1.1790e-03 - tTotal = 0.038641 + elapsed = 7.4700e-04 + tTotal = 0.033085 subIterW = 0 subIterH = 0 - relError = 0.4928 + relError = 0.4985 toshow = scalar structure containing the fields: - initGrNormW = 337.23 - initGrNormH = 501.87 - initNorm = 13.891 - SC1 = 2.9041e-06 - SC2 = 2.9041e-07 - SC3 = 5.7752e-05 + initGrNormW = 365.39 + initGrNormH = 557.00 + initNorm = 14.135 + SC1 = 2.3874e-06 + SC2 = 2.3874e-07 + SC3 = 5.4231e-05 W_density = 0.1000 H_density = 0.1000 iter = 23 - elapsed = 1.1210e-03 - tTotal = 0.039762 + elapsed = 7.2700e-04 + tTotal = 0.033812 subIterW = 0 subIterH = 0 - relError = 0.4928 + relError = 0.4985 Stop: tolerance reached. final = @@ -5139,19 +4871,19 @@ scalar structure containing the fields: iterations = 23 - elapsed_total = 0.039762 - relative_error = 0.4928 + elapsed_total = 0.033812 + relative_error = 0.4985 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 = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 0.9573 - SC2 = 478.66 - SC3 = 0.4737 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 1.0679 + SC2 = 533.96 + SC3 = 0.4818 W_density = 1 H_density = 1 par = @@ -5162,8 +4894,8 @@ n = 20 type = plain nnls_solver = bp - alpha = 0.4899 - beta = 0.4899 + alpha = 0.4983 + beta = 0.4983 max_iter = 100 min_iter = 20 max_time = 1000 @@ -5175,438 +4907,438 @@ scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 0.018760 - SC2 = 0.013845 - SC3 = 0.5684 - W_density = 0.7333 - H_density = 0.6100 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 0.017906 + SC2 = 0.012892 + SC3 = 0.6540 + W_density = 0.7467 + H_density = 0.6050 iter = 1 - elapsed = 9.1440e-03 - tTotal = 9.1440e-03 - subIterW = 42 - subIterH = 36 - relError = 0.3445 + elapsed = 7.5780e-03 + tTotal = 7.5780e-03 + subIterW = 41 + subIterH = 38 + relError = 0.3259 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 0.010489 - SC2 = 7.5519e-03 - SC3 = 0.3722 - W_density = 0.7333 - H_density = 0.6600 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 0.010301 + SC2 = 6.9838e-03 + SC3 = 0.3820 + W_density = 0.6867 + H_density = 0.6300 iter = 2 - elapsed = 8.0970e-03 - tTotal = 0.017241 - subIterW = 22 - subIterH = 33 - relError = 0.2985 + elapsed = 6.1230e-03 + tTotal = 0.013701 + subIterW = 17 + subIterH = 17 + relError = 0.2723 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 8.1006e-03 - SC2 = 5.7028e-03 - SC3 = 0.3046 - W_density = 0.7200 - H_density = 0.6450 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 6.0328e-03 + SC2 = 4.0902e-03 + SC3 = 0.2610 + W_density = 0.6967 + H_density = 0.6150 iter = 3 - elapsed = 6.6570e-03 - tTotal = 0.023898 - subIterW = 16 - subIterH = 17 - relError = 0.2822 + elapsed = 4.4380e-03 + tTotal = 0.018139 + subIterW = 13 + subIterH = 11 + relError = 0.2553 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 6.7872e-03 - SC2 = 4.6424e-03 - SC3 = 0.2580 - W_density = 0.7067 - H_density = 0.6150 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 4.9492e-03 + SC2 = 3.3358e-03 + SC3 = 0.2102 + W_density = 0.6933 + H_density = 0.6250 iter = 4 - elapsed = 4.4280e-03 - tTotal = 0.028326 - subIterW = 11 - subIterH = 10 - relError = 0.2712 + elapsed = 3.5080e-03 + tTotal = 0.021647 + subIterW = 10 + subIterH = 5 + relError = 0.2488 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 5.3711e-03 - SC2 = 3.6201e-03 - SC3 = 0.1939 - W_density = 0.6933 - H_density = 0.6250 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 4.2191e-03 + SC2 = 2.8521e-03 + SC3 = 0.1779 + W_density = 0.6967 + H_density = 0.6300 iter = 5 - elapsed = 4.2530e-03 - tTotal = 0.032579 - subIterW = 10 - subIterH = 6 - relError = 0.2631 + elapsed = 3.4580e-03 + tTotal = 0.025105 + subIterW = 7 + subIterH = 5 + relError = 0.2445 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 4.4607e-03 - SC2 = 2.9887e-03 - SC3 = 0.1694 - W_density = 0.6933 - H_density = 0.6250 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 3.7269e-03 + SC2 = 2.5045e-03 + SC3 = 0.1606 + W_density = 0.7000 + H_density = 0.6300 iter = 6 - elapsed = 4.2520e-03 - tTotal = 0.036831 - subIterW = 7 - subIterH = 5 - relError = 0.2572 + elapsed = 3.6060e-03 + tTotal = 0.028711 + subIterW = 6 + subIterH = 7 + relError = 0.2409 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 3.7030e-03 - SC2 = 2.4588e-03 - SC3 = 0.1572 - W_density = 0.6867 - H_density = 0.6200 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 3.3086e-03 + SC2 = 2.1969e-03 + SC3 = 0.1392 + W_density = 0.6900 + H_density = 0.6250 iter = 7 - elapsed = 4.2490e-03 - tTotal = 0.041080 + elapsed = 3.5120e-03 + tTotal = 0.032223 subIterW = 9 - subIterH = 7 - relError = 0.2530 + subIterH = 3 + relError = 0.2381 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 3.1741e-03 - SC2 = 2.0695e-03 - SC3 = 0.1426 - W_density = 0.6867 - H_density = 0.6000 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 3.0242e-03 + SC2 = 1.9959e-03 + SC3 = 0.1290 + W_density = 0.6933 + H_density = 0.6100 iter = 8 - elapsed = 4.2540e-03 - tTotal = 0.045334 - subIterW = 9 - subIterH = 7 - relError = 0.2504 + elapsed = 3.4000e-03 + tTotal = 0.035623 + subIterW = 3 + subIterH = 3 + relError = 0.2359 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 2.6601e-03 - SC2 = 1.7397e-03 - SC3 = 0.1169 - W_density = 0.6867 - H_density = 0.6000 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 2.9078e-03 + SC2 = 1.9250e-03 + SC3 = 0.1207 + W_density = 0.6933 + H_density = 0.6150 iter = 9 - elapsed = 3.9840e-03 - tTotal = 0.049318 - subIterW = 5 - subIterH = 0 - relError = 0.2486 + elapsed = 3.4050e-03 + tTotal = 0.039028 + subIterW = 2 + subIterH = 3 + relError = 0.2341 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 2.2040e-03 - SC2 = 1.4458e-03 - SC3 = 0.1001 - W_density = 0.6967 - H_density = 0.5900 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 2.9152e-03 + SC2 = 1.9124e-03 + SC3 = 0.1195 + W_density = 0.6900 + H_density = 0.6000 iter = 10 - elapsed = 4.4260e-03 - tTotal = 0.053744 + elapsed = 3.9610e-03 + tTotal = 0.042989 subIterW = 5 - subIterH = 4 - relError = 0.2474 + subIterH = 3 + relError = 0.2325 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 1.8707e-03 - SC2 = 1.2272e-03 - SC3 = 0.082590 - W_density = 0.6900 - H_density = 0.5950 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 2.8665e-03 + SC2 = 1.8804e-03 + SC3 = 0.1151 + W_density = 0.6867 + H_density = 0.6050 iter = 11 - elapsed = 4.1670e-03 - tTotal = 0.057911 - subIterW = 2 + elapsed = 3.2620e-03 + tTotal = 0.046251 + subIterW = 5 subIterH = 0 - relError = 0.2466 + relError = 0.2309 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 1.5185e-03 - SC2 = 9.9308e-04 - SC3 = 0.069554 - W_density = 0.6900 - H_density = 0.5850 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 2.5075e-03 + SC2 = 1.6249e-03 + SC3 = 0.1092 + W_density = 0.6800 + H_density = 0.6000 iter = 12 - elapsed = 3.9890e-03 - tTotal = 0.061900 - subIterW = 3 - subIterH = 2 - relError = 0.2460 + elapsed = 3.2810e-03 + tTotal = 0.049532 + subIterW = 4 + subIterH = 3 + relError = 0.2295 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 1.2830e-03 - SC2 = 8.4419e-04 - SC3 = 0.058424 - W_density = 0.6933 - H_density = 0.6000 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 1.9723e-03 + SC2 = 1.2938e-03 + SC3 = 0.093687 + W_density = 0.6867 + H_density = 0.5950 iter = 13 - elapsed = 3.8610e-03 - tTotal = 0.065761 - subIterW = 0 - subIterH = 3 - relError = 0.2457 + elapsed = 3.1310e-03 + tTotal = 0.052663 + subIterW = 2 + subIterH = 0 + relError = 0.2285 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 1.1417e-03 - SC2 = 7.4896e-04 - SC3 = 0.050776 - W_density = 0.6900 - H_density = 0.6050 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 1.7120e-03 + SC2 = 1.1299e-03 + SC3 = 0.082521 + W_density = 0.6933 + H_density = 0.6000 iter = 14 - elapsed = 3.6590e-03 - tTotal = 0.069420 - subIterW = 0 - subIterH = 0 - relError = 0.2454 + elapsed = 3.2610e-03 + tTotal = 0.055924 + subIterW = 2 + subIterH = 3 + relError = 0.2277 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 1.0340e-03 - SC2 = 6.7831e-04 - SC3 = 0.045003 - W_density = 0.6867 - H_density = 0.6050 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 1.5589e-03 + SC2 = 1.0258e-03 + SC3 = 0.076414 + W_density = 0.7000 + H_density = 0.5850 iter = 15 - elapsed = 3.0520e-03 - tTotal = 0.072472 - subIterW = 0 - subIterH = 0 - relError = 0.2452 + elapsed = 3.4820e-03 + tTotal = 0.059406 + subIterW = 5 + subIterH = 5 + relError = 0.2272 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 9.5016e-04 - SC2 = 6.1950e-04 - SC3 = 0.023586 - W_density = 0.6867 - H_density = 0.6000 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 1.3732e-03 + SC2 = 8.8986e-04 + SC3 = 0.067299 + W_density = 0.6900 + H_density = 0.5800 iter = 16 - elapsed = 3.2140e-03 - tTotal = 0.075686 - subIterW = 0 + elapsed = 3.3530e-03 + tTotal = 0.062759 + subIterW = 3 subIterH = 3 - relError = 0.2450 + relError = 0.2267 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 8.8225e-04 - SC2 = 5.7347e-04 - SC3 = 0.021504 - W_density = 0.6867 - H_density = 0.5900 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 1.1897e-03 + SC2 = 7.7093e-04 + SC3 = 0.030111 + W_density = 0.6900 + H_density = 0.5850 iter = 17 - elapsed = 3.1380e-03 - tTotal = 0.078824 + elapsed = 2.5010e-03 + tTotal = 0.065260 subIterW = 0 - subIterH = 2 - relError = 0.2449 + subIterH = 0 + relError = 0.2263 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 8.1527e-04 - SC2 = 5.2992e-04 - SC3 = 0.036017 - W_density = 0.6867 - H_density = 0.5950 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 1.0547e-03 + SC2 = 6.8347e-04 + SC3 = 0.050201 + W_density = 0.6933 + H_density = 0.5800 iter = 18 - elapsed = 4.2630e-03 - tTotal = 0.083087 - subIterW = 2 + elapsed = 3.0660e-03 + tTotal = 0.068326 + subIterW = 0 subIterH = 0 - relError = 0.2448 + relError = 0.2260 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 7.5119e-04 - SC2 = 4.8977e-04 - SC3 = 0.033129 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 9.6107e-04 + SC2 = 6.2277e-04 + SC3 = 0.045151 W_density = 0.6900 - H_density = 0.5950 + H_density = 0.5800 iter = 19 - elapsed = 3.6190e-03 - tTotal = 0.086706 + elapsed = 2.5060e-03 + tTotal = 0.070832 subIterW = 0 subIterH = 0 - relError = 0.2447 + relError = 0.2258 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 7.0461e-04 - SC2 = 4.5941e-04 - SC3 = 0.016663 - W_density = 0.6900 - H_density = 0.5950 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 8.8420e-04 + SC2 = 5.7473e-04 + SC3 = 0.041879 + W_density = 0.6967 + H_density = 0.5800 iter = 20 - elapsed = 2.3580e-03 - tTotal = 0.089064 - subIterW = 0 - subIterH = 0 - relError = 0.2446 + elapsed = 3.2580e-03 + tTotal = 0.074090 + subIterW = 2 + subIterH = 2 + relError = 0.2256 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 6.7099e-04 - SC2 = 4.3614e-04 - SC3 = 0.029441 - W_density = 0.6867 - H_density = 0.5950 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 8.2435e-04 + SC2 = 5.3748e-04 + SC3 = 0.039017 + W_density = 0.7033 + H_density = 0.5750 iter = 21 - elapsed = 3.3110e-03 - tTotal = 0.092375 + elapsed = 3.1660e-03 + tTotal = 0.077256 subIterW = 3 subIterH = 0 - relError = 0.2445 + relError = 0.2254 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 6.4718e-04 - SC2 = 4.1937e-04 - SC3 = 0.027865 - W_density = 0.6833 - H_density = 0.5950 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 7.9068e-04 + SC2 = 5.1394e-04 + SC3 = 0.036780 + W_density = 0.7000 + H_density = 0.5750 iter = 22 - elapsed = 3.2310e-03 - tTotal = 0.095606 + elapsed = 2.6210e-03 + tTotal = 0.079877 subIterW = 0 subIterH = 0 - relError = 0.2444 + relError = 0.2253 toshow = scalar structure containing the fields: - initGrNormW = 300.67 - initGrNormH = 372.44 - initNorm = 13.891 - SC1 = 6.2392e-04 - SC2 = 4.0056e-04 - SC3 = 0.026545 - W_density = 0.6767 - H_density = 0.5900 + initGrNormW = 346.04 + initGrNormH = 406.65 + initNorm = 14.135 + SC1 = 7.5975e-04 + SC2 = 4.9384e-04 + SC3 = 0.034515 + W_density = 0.6967 + H_density = 0.5750 iter = 23 - elapsed = 4.0510e-03 - tTotal = 0.099657 - subIterW = 2 + elapsed = 2.7370e-03 + tTotal = 0.082614 + subIterW = 3 subIterH = 0 - relError = 0.2444 + relError = 0.2252 Stop: tolerance reached. final = @@ -5614,10 +5346,10 @@ scalar structure containing the fields: iterations = 23 - elapsed_total = 0.099657 - relative_error = 0.2444 - W_density = 0.6767 - H_density = 0.5900 + elapsed_total = 0.082614 + relative_error = 0.2252 + W_density = 0.6967 + H_density = 0.5750 ***** demo m = 300; @@ -5703,12 +5435,14 @@ 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/3970625/tmp/hooks/B01_cleanup starting +I: user script /srv/workspace/pbuilder/3970625/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/2452026 and its subdirectories -I: Current time: Tue Sep 2 15:45:28 -12 2025 -I: pbuilder-time-stamp: 1756871128 +I: removing directory /srv/workspace/pbuilder/3970625 and its subdirectories +I: Current time: Wed Oct 7 00:09:48 +14 2026 +I: pbuilder-time-stamp: 1791281388