I: pbuilder: network access will be disabled during build
I: Current time: Thu Oct  6 06:55:45 +14 2022
I: pbuilder-time-stamp: 1664988945
I: Building the build Environment
I: extracting base tarball [/var/cache/pbuilder/buster-reproducible-base.tgz]
I: copying local configuration
I: mounting /proc filesystem
I: mounting /sys filesystem
I: creating /{dev,run}/shm
I: mounting /dev/pts filesystem
I: redirecting /dev/ptmx to /dev/pts/ptmx
I: policy-rc.d already exists
I: using eatmydata during job
I: Copying source file
I: copying [suitesparse_5.4.0+dfsg-1.dsc]
I: copying [./suitesparse_5.4.0+dfsg.orig.tar.xz]
I: copying [./suitesparse_5.4.0+dfsg-1.debian.tar.xz]
I: Extracting source
gpgv: unknown type of key resource 'trustedkeys.kbx'
gpgv: keyblock resource '/root/.gnupg/trustedkeys.kbx': General error
gpgv: Signature made Thu Dec 27 23:12:57 2018 +14
gpgv:                using RSA key 53951D95272E0C5B82BE8C4A2CECE9350ECEBE4A
gpgv: Can't check signature: No public key
dpkg-source: warning: failed to verify signature on ./suitesparse_5.4.0+dfsg-1.dsc
dpkg-source: info: extracting suitesparse in suitesparse-5.4.0+dfsg
dpkg-source: info: unpacking suitesparse_5.4.0+dfsg.orig.tar.xz
dpkg-source: info: unpacking suitesparse_5.4.0+dfsg-1.debian.tar.xz
dpkg-source: info: using patch list from debian/patches/series
dpkg-source: info: applying buildflags.patch
dpkg-source: info: applying mongoose-build.patch
I: Not using root during the build.
I: Installing the build-deps
I: user script /srv/workspace/pbuilder/35643/tmp/hooks/D01_modify_environment starting
debug: Running on ionos6-i386.
I: Changing host+domainname to test build reproducibility
I: Adding a custom variable just for the fun of it...
I: Changing /bin/sh to bash
Removing 'diversion of /bin/sh to /bin/sh.distrib by dash'
Adding 'diversion of /bin/sh to /bin/sh.distrib by bash'
Removing 'diversion of /usr/share/man/man1/sh.1.gz to /usr/share/man/man1/sh.distrib.1.gz by dash'
Adding 'diversion of /usr/share/man/man1/sh.1.gz to /usr/share/man/man1/sh.distrib.1.gz by bash'
I: Setting pbuilder2's login shell to /bin/bash
I: Setting pbuilder2's GECOS to second user,second room,second work-phone,second home-phone,second other
I: user script /srv/workspace/pbuilder/35643/tmp/hooks/D01_modify_environment finished
I: user script /srv/workspace/pbuilder/35643/tmp/hooks/D02_print_environment starting
I: set
  BASH=/bin/sh
  BASHOPTS=checkwinsize:cmdhist:complete_fullquote:extquote:force_fignore:globasciiranges:hostcomplete:interactive_comments:progcomp:promptvars:sourcepath
  BASH_ALIASES=()
  BASH_ARGC=()
  BASH_ARGV=()
  BASH_CMDS=()
  BASH_LINENO=([0]="12" [1]="0")
  BASH_SOURCE=([0]="/tmp/hooks/D02_print_environment" [1]="/tmp/hooks/D02_print_environment")
  BASH_VERSINFO=([0]="5" [1]="0" [2]="3" [3]="1" [4]="release" [5]="i686-pc-linux-gnu")
  BASH_VERSION='5.0.3(1)-release'
  BUILDDIR=/build
  BUILDUSERGECOS='second user,second room,second work-phone,second home-phone,second other'
  BUILDUSERNAME=pbuilder2
  BUILD_ARCH=i386
  DEBIAN_FRONTEND=noninteractive
  DEB_BUILD_OPTIONS='buildinfo=+all reproducible=+all parallel=15'
  DIRSTACK=()
  DISTRIBUTION=
  EUID=0
  FUNCNAME=([0]="Echo" [1]="main")
  GROUPS=()
  HOME=/root
  HOSTNAME=i-capture-the-hostname
  HOSTTYPE=i686
  HOST_ARCH=i386
  IFS=' 	
  '
  INVOCATION_ID=ad879cc87a3a4322bbb8d5ba17ca0444
  LANG=C
  LANGUAGE=de_CH:de
  LC_ALL=C
  LD_LIBRARY_PATH=/usr/lib/libeatmydata
  LD_PRELOAD=libeatmydata.so
  MACHTYPE=i686-pc-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=35643
  PS4='+ '
  PWD=/
  SHELL=/bin/bash
  SHELLOPTS=braceexpand:errexit:hashall:interactive-comments:posix
  SHLVL=3
  SUDO_COMMAND='/usr/bin/timeout -k 24.1h 24h /usr/bin/ionice -c 3 /usr/bin/nice -n 11 /usr/bin/unshare --uts -- /usr/sbin/pbuilder --build --configfile /srv/reproducible-results/rbuild-debian/tmp.D1YLamGXLx/pbuilderrc_5gQJ --hookdir /etc/pbuilder/rebuild-hooks --debbuildopts -b --basetgz /var/cache/pbuilder/buster-reproducible-base.tgz --buildresult /srv/reproducible-results/rbuild-debian/tmp.D1YLamGXLx/b2 --logfile b2/build.log suitesparse_5.4.0+dfsg-1.dsc'
  SUDO_GID=112
  SUDO_UID=107
  SUDO_USER=jenkins
  TERM=unknown
  TZ=/usr/share/zoneinfo/Etc/GMT-14
  UID=0
  USER=root
  _='I: set'
  http_proxy=http://85.184.249.68:3128
I: uname -a
  Linux i-capture-the-hostname 5.10.0-8-amd64 #1 SMP Debian 5.10.46-4 (2021-08-03) x86_64 GNU/Linux
I: ls -l /bin
  total 5476
  -rwxr-xr-x 1 root root 1302248 Apr 18  2019 bash
  -rwxr-xr-x 3 root root   38280 Jul 11  2019 bunzip2
  -rwxr-xr-x 3 root root   38280 Jul 11  2019 bzcat
  lrwxrwxrwx 1 root root       6 Jul 11  2019 bzcmp -> bzdiff
  -rwxr-xr-x 1 root root    2227 Jul 11  2019 bzdiff
  lrwxrwxrwx 1 root root       6 Jul 11  2019 bzegrep -> bzgrep
  -rwxr-xr-x 1 root root    4877 Jun 25  2019 bzexe
  lrwxrwxrwx 1 root root       6 Jul 11  2019 bzfgrep -> bzgrep
  -rwxr-xr-x 1 root root    3641 Jul 11  2019 bzgrep
  -rwxr-xr-x 3 root root   38280 Jul 11  2019 bzip2
  -rwxr-xr-x 1 root root   17768 Jul 11  2019 bzip2recover
  lrwxrwxrwx 1 root root       6 Jul 11  2019 bzless -> bzmore
  -rwxr-xr-x 1 root root    1297 Jul 11  2019 bzmore
  -rwxr-xr-x 1 root root   38692 Mar  1  2019 cat
  -rwxr-xr-x 1 root root   75588 Mar  1  2019 chgrp
  -rwxr-xr-x 1 root root   63268 Mar  1  2019 chmod
  -rwxr-xr-x 1 root root   75588 Mar  1  2019 chown
  -rwxr-xr-x 1 root root  153732 Mar  1  2019 cp
  -rwxr-xr-x 1 root root  132820 Jan 18  2019 dash
  -rwxr-xr-x 1 root root  120676 Mar  1  2019 date
  -rwxr-xr-x 1 root root   92040 Mar  1  2019 dd
  -rwxr-xr-x 1 root root  100620 Mar  1  2019 df
  -rwxr-xr-x 1 root root  149736 Mar  1  2019 dir
  -rwxr-xr-x 1 root root   79412 Jan 10  2019 dmesg
  lrwxrwxrwx 1 root root       8 Sep 27  2018 dnsdomainname -> hostname
  lrwxrwxrwx 1 root root       8 Sep 27  2018 domainname -> hostname
  -rwxr-xr-x 1 root root   34532 Mar  1  2019 echo
  -rwxr-xr-x 1 root root      28 Jan  8  2019 egrep
  -rwxr-xr-x 1 root root   34532 Mar  1  2019 false
  -rwxr-xr-x 1 root root      28 Jan  8  2019 fgrep
  -rwxr-xr-x 1 root root   67700 Jan 10  2019 findmnt
  -rwsr-xr-x 1 root root   30112 Apr 23  2020 fusermount
  -rwxr-xr-x 1 root root  206392 Jan  8  2019 grep
  -rwxr-xr-x 2 root root    2345 Jan  6  2019 gunzip
  -rwxr-xr-x 1 root root    6375 Jan  6  2019 gzexe
  -rwxr-xr-x 1 root root  100952 Jan  6  2019 gzip
  -rwxr-xr-x 1 root root   21916 Sep 27  2018 hostname
  -rwxr-xr-x 1 root root   79752 Mar  1  2019 ln
  -rwxr-xr-x 1 root root   55400 Jul 27  2018 login
  -rwxr-xr-x 1 root root  149736 Mar  1  2019 ls
  -rwxr-xr-x 1 root root  112032 Jan 10  2019 lsblk
  -rwxr-xr-x 1 root root   87972 Mar  1  2019 mkdir
  -rwxr-xr-x 1 root root   79748 Mar  1  2019 mknod
  -rwxr-xr-x 1 root root   46916 Mar  1  2019 mktemp
  -rwxr-xr-x 1 root root   42348 Jan 10  2019 more
  -rwsr-xr-x 1 root root   50592 Jan 10  2019 mount
  -rwxr-xr-x 1 root root   13724 Jan 10  2019 mountpoint
  -rwxr-xr-x 1 root root  157832 Mar  1  2019 mv
  lrwxrwxrwx 1 root root       8 Sep 27  2018 nisdomainname -> hostname
  lrwxrwxrwx 1 root root      14 Feb 15  2019 pidof -> /sbin/killall5
  -rwxr-xr-x 1 root root   38660 Mar  1  2019 pwd
  lrwxrwxrwx 1 root root       4 Apr 18  2019 rbash -> bash
  -rwxr-xr-x 1 root root   46852 Mar  1  2019 readlink
  -rwxr-xr-x 1 root root   75588 Mar  1  2019 rm
  -rwxr-xr-x 1 root root   42756 Mar  1  2019 rmdir
  -rwxr-xr-x 1 root root   22276 Jan 22  2019 run-parts
  -rwxr-xr-x 1 root root  125036 Dec 23  2018 sed
  lrwxrwxrwx 1 root root       4 Oct  6 06:55 sh -> bash
  lrwxrwxrwx 1 root root       4 Sep 10 04:48 sh.distrib -> dash
  -rwxr-xr-x 1 root root   34532 Mar  1  2019 sleep
  -rwxr-xr-x 1 root root   79652 Mar  1  2019 stty
  -rwsr-xr-x 1 root root   71072 Jan 10  2019 su
  -rwxr-xr-x 1 root root   34564 Mar  1  2019 sync
  -rwxr-xr-x 1 root root  504024 Apr 24  2019 tar
  -rwxr-xr-x 1 root root   13860 Jan 22  2019 tempfile
  -rwxr-xr-x 1 root root  104292 Mar  1  2019 touch
  -rwxr-xr-x 1 root root   34532 Mar  1  2019 true
  -rwxr-xr-x 1 root root   17768 Apr 23  2020 ulockmgr_server
  -rwsr-xr-x 1 root root   30108 Jan 10  2019 umount
  -rwxr-xr-x 1 root root   34532 Mar  1  2019 uname
  -rwxr-xr-x 2 root root    2345 Jan  6  2019 uncompress
  -rwxr-xr-x 1 root root  149736 Mar  1  2019 vdir
  -rwxr-xr-x 1 root root   34208 Jan 10  2019 wdctl
  -rwxr-xr-x 1 root root     946 Jan 22  2019 which
  lrwxrwxrwx 1 root root       8 Sep 27  2018 ypdomainname -> hostname
  -rwxr-xr-x 1 root root    1983 Jan  6  2019 zcat
  -rwxr-xr-x 1 root root    1677 Jan  6  2019 zcmp
  -rwxr-xr-x 1 root root    5879 Jan  6  2019 zdiff
  -rwxr-xr-x 1 root root      29 Jan  6  2019 zegrep
  -rwxr-xr-x 1 root root      29 Jan  6  2019 zfgrep
  -rwxr-xr-x 1 root root    2080 Jan  6  2019 zforce
  -rwxr-xr-x 1 root root    7584 Jan  6  2019 zgrep
  -rwxr-xr-x 1 root root    2205 Jan  6  2019 zless
  -rwxr-xr-x 1 root root    1841 Jan  6  2019 zmore
  -rwxr-xr-x 1 root root    4552 Jan  6  2019 znew
I: user script /srv/workspace/pbuilder/35643/tmp/hooks/D02_print_environment finished
 -> Attempting to satisfy build-dependencies
 -> Creating pbuilder-satisfydepends-dummy package
Package: pbuilder-satisfydepends-dummy
Version: 0.invalid.0
Architecture: i386
Maintainer: Debian Pbuilder Team <pbuilder-maint@lists.alioth.debian.org>
Description: Dummy package to satisfy dependencies with aptitude - created by pbuilder
 This package was created automatically by pbuilder to satisfy the
 build-dependencies of the package being currently built.
Depends: debhelper-compat (= 11), gfortran, libblas-dev, liblapack-dev, libmetis-dev, cmake, texlive-latex-extra, texlive-plain-generic, texlive-bibtex-extra, texlive-fonts-extra, ghostscript, texlive-science, texlive-xetex
dpkg-deb: building package 'pbuilder-satisfydepends-dummy' in '/tmp/satisfydepends-aptitude/pbuilder-satisfydepends-dummy.deb'.
Selecting previously unselected package pbuilder-satisfydepends-dummy.
(Reading database ... 19234 files and directories currently installed.)
Preparing to unpack .../pbuilder-satisfydepends-dummy.deb ...
Unpacking pbuilder-satisfydepends-dummy (0.invalid.0) ...
dpkg: pbuilder-satisfydepends-dummy: dependency problems, but configuring anyway as you requested:
 pbuilder-satisfydepends-dummy depends on debhelper-compat (= 11); however:
  Package debhelper-compat is not installed.
 pbuilder-satisfydepends-dummy depends on gfortran; however:
  Package gfortran is not installed.
 pbuilder-satisfydepends-dummy depends on libblas-dev; however:
  Package libblas-dev is not installed.
 pbuilder-satisfydepends-dummy depends on liblapack-dev; however:
  Package liblapack-dev is not installed.
 pbuilder-satisfydepends-dummy depends on libmetis-dev; however:
  Package libmetis-dev is not installed.
 pbuilder-satisfydepends-dummy depends on cmake; however:
  Package cmake is not installed.
 pbuilder-satisfydepends-dummy depends on texlive-latex-extra; however:
  Package texlive-latex-extra is not installed.
 pbuilder-satisfydepends-dummy depends on texlive-plain-generic; however:
  Package texlive-plain-generic is not installed.
 pbuilder-satisfydepends-dummy depends on texlive-bibtex-extra; however:
  Package texlive-bibtex-extra is not installed.
 pbuilder-satisfydepends-dummy depends on texlive-fonts-extra; however:
  Package texlive-fonts-extra is not installed.
 pbuilder-satisfydepends-dummy depends on ghostscript; however:
  Package ghostscript is not installed.
 pbuilder-satisfydepends-dummy depends on texlive-science; however:
  Package texlive-science is not installed.
 pbuilder-satisfydepends-dummy depends on texlive-xetex; however:
  Package texlive-xetex is not installed.

Setting up pbuilder-satisfydepends-dummy (0.invalid.0) ...
Reading package lists...
Building dependency tree...
Reading state information...
Initializing package states...
Writing extended state information...
Building tag database...
pbuilder-satisfydepends-dummy is already installed at the requested version (0.invalid.0)
pbuilder-satisfydepends-dummy is already installed at the requested version (0.invalid.0)
The following NEW packages will be installed:
  autoconf{a} automake{a} autopoint{a} autotools-dev{a} bsdmainutils{a} cmake{a} cmake-data{a} debhelper{a} dh-autoreconf{a} dh-strip-nondeterminism{a} dwz{a} file{a} fontconfig-config{a} fonts-dejavu-core{a} fonts-gfs-baskerville{a} fonts-gfs-porson{a} fonts-lmodern{a} gettext{a} gettext-base{a} gfortran{a} gfortran-8{a} ghostscript{a} groff-base{a} intltool-debian{a} libarchive-zip-perl{a} libarchive13{a} libavahi-client3{a} libavahi-common-data{a} libavahi-common3{a} libblas-dev{a} libblas3{a} libbrotli1{a} libbsd0{a} libcairo2{a} libcroco3{a} libcups2{a} libcupsimage2{a} libcurl4{a} libdbus-1-3{a} libelf1{a} libexpat1{a} libfile-stripnondeterminism-perl{a} libfontconfig1{a} libfreetype6{a} libgfortran-8-dev{a} libgfortran5{a} libglib2.0-0{a} libgraphite2-3{a} libgs9{a} libgs9-common{a} libgssapi-krb5-2{a} libharfbuzz-icu0{a} libharfbuzz0b{a} libice6{a} libicu63{a} libidn11{a} libijs-0.35{a} libjbig0{a} libjbig2dec0{a} libjpeg62-turbo{a} libjsoncpp1{a} libk5crypto3{a} libkeyutils1{a} libkpathsea6{a} libkrb5-3{a} libkrb5support0{a} liblapack-dev{a} liblapack3{a} liblcms2-2{a} libldap-2.4-2{a} libldap-common{a} libmagic-mgc{a} libmagic1{a} libmetis-dev{a} libmetis5{a} libncurses6{a} libnghttp2-14{a} libopenjp2-7{a} libpaper-utils{a} libpaper1{a} libpipeline1{a} libpixman-1-0{a} libpng16-16{a} libpotrace0{a} libprocps7{a} libpsl5{a} libptexenc1{a} libpython-stdlib{a} libpython2-stdlib{a} libpython2.7-minimal{a} libpython2.7-stdlib{a} libreadline7{a} librhash0{a} librtmp1{a} libsasl2-2{a} libsasl2-modules-db{a} libsigsegv2{a} libsm6{a} libssh2-1{a} libssl1.1{a} libsynctex2{a} libteckit0{a} libtexlua52{a} libtexlua53{a} libtexluajit2{a} libtiff5{a} libtool{a} libuchardet0{a} libuv1{a} libwebp6{a} libwoff1{a} libx11-6{a} libx11-data{a} libxau6{a} libxaw7{a} libxcb-render0{a} libxcb-shm0{a} libxcb1{a} libxdmcp6{a} libxext6{a} libxi6{a} libxml2{a} libxmu6{a} libxpm4{a} libxrender1{a} libxt6{a} libxxhash0{a} libzzip-0-13{a} lsb-base{a} m4{a} man-db{a} mime-support{a} po-debconf{a} poppler-data{a} preview-latex-style{a} procps{a} python{a} python-minimal{a} python2{a} python2-minimal{a} python2.7{a} python2.7-minimal{a} readline-common{a} sensible-utils{a} t1utils{a} teckit{a} tex-common{a} texlive-base{a} texlive-bibtex-extra{a} texlive-binaries{a} texlive-fonts-extra{a} texlive-fonts-recommended{a} texlive-lang-greek{a} texlive-latex-base{a} texlive-latex-extra{a} texlive-latex-recommended{a} texlive-pictures{a} texlive-plain-generic{a} texlive-science{a} texlive-xetex{a} tipa{a} ucf{a} x11-common{a} xdg-utils{a} 
The following packages are RECOMMENDED but will NOT be installed:
  ca-certificates curl dbus fonts-adf-accanthis fonts-adf-berenis fonts-adf-gillius fonts-adf-universalis fonts-cabin fonts-comfortaa fonts-croscore fonts-crosextra-caladea fonts-crosextra-carlito fonts-dejavu-extra fonts-droid-fallback fonts-ebgaramond fonts-ebgaramond-extra fonts-font-awesome fonts-freefont-otf fonts-freefont-ttf fonts-gfs-artemisia fonts-gfs-complutum fonts-gfs-didot fonts-gfs-neohellenic fonts-gfs-olga fonts-gfs-solomos fonts-go fonts-junicode fonts-lato fonts-linuxlibertine fonts-lobstertwo fonts-noto-hinted fonts-noto-mono fonts-oflb-asana-math fonts-open-sans fonts-roboto-unhinted fonts-sil-gentium fonts-sil-gentium-basic fonts-sil-gentiumplus fonts-sil-gentiumplus-compact fonts-stix gsfonts krb5-locales libarchive-cpio-perl libcupsfilters1 libfile-mimeinfo-perl libglib2.0-data libgpm2 libltdl-dev libmail-sendmail-perl libnet-dbus-perl libsasl2-modules libx11-protocol-perl lmodern lynx psmisc publicsuffix ruby shared-mime-info tex-gyre texlive-fonts-extra-links tk wget x11-utils x11-xserver-utils xdg-user-dirs 
0 packages upgraded, 164 newly installed, 0 to remove and 0 not upgraded.
Need to get 744 MB of archives. After unpacking 1940 MB will be used.
Writing extended state information...
Get: 1 http://deb.debian.org/debian buster/main i386 libbsd0 i386 0.9.1-2+deb10u1 [104 kB]
Get: 2 http://deb.debian.org/debian buster/main i386 bsdmainutils i386 11.1.2+b1 [193 kB]
Get: 3 http://deb.debian.org/debian buster/main i386 libuchardet0 i386 0.0.6-3 [65.2 kB]
Get: 4 http://deb.debian.org/debian buster/main i386 groff-base i386 1.22.4-3+deb10u1 [935 kB]
Get: 5 http://deb.debian.org/debian buster/main i386 libpipeline1 i386 1.5.1-2 [33.3 kB]
Get: 6 http://deb.debian.org/debian buster/main i386 man-db i386 2.8.5-2 [1284 kB]
Get: 7 http://deb.debian.org/debian buster/main i386 libpython2.7-minimal i386 2.7.16-2+deb10u1 [395 kB]
Get: 8 http://deb.debian.org/debian buster/main i386 python2.7-minimal i386 2.7.16-2+deb10u1 [1381 kB]
Get: 9 http://deb.debian.org/debian buster/main i386 python2-minimal i386 2.7.16-1 [41.4 kB]
Get: 10 http://deb.debian.org/debian buster/main i386 python-minimal i386 2.7.16-1 [21.0 kB]
Get: 11 http://deb.debian.org/debian buster/main i386 libssl1.1 i386 1.1.1d-0+deb10u6 [1538 kB]
Get: 12 http://deb.debian.org/debian buster/main i386 mime-support all 3.62 [37.2 kB]
Get: 13 http://deb.debian.org/debian buster/main i386 libexpat1 i386 2.2.6-2+deb10u1 [104 kB]
Get: 14 http://deb.debian.org/debian buster/main i386 readline-common all 7.0-5 [70.6 kB]
Get: 15 http://deb.debian.org/debian buster/main i386 libreadline7 i386 7.0-5 [156 kB]
Get: 16 http://deb.debian.org/debian buster/main i386 libpython2.7-stdlib i386 2.7.16-2+deb10u1 [1934 kB]
Get: 17 http://deb.debian.org/debian buster/main i386 python2.7 i386 2.7.16-2+deb10u1 [305 kB]
Get: 18 http://deb.debian.org/debian buster/main i386 libpython2-stdlib i386 2.7.16-1 [20.8 kB]
Get: 19 http://deb.debian.org/debian buster/main i386 libpython-stdlib i386 2.7.16-1 [20.8 kB]
Get: 20 http://deb.debian.org/debian buster/main i386 python2 i386 2.7.16-1 [41.6 kB]
Get: 21 http://deb.debian.org/debian buster/main i386 python i386 2.7.16-1 [22.8 kB]
Get: 22 http://deb.debian.org/debian buster/main i386 poppler-data all 0.4.9-2 [1473 kB]
Get: 23 http://deb.debian.org/debian buster/main i386 sensible-utils all 0.0.12 [15.8 kB]
Get: 24 http://deb.debian.org/debian buster/main i386 ucf all 3.0038+nmu1 [69.0 kB]
Get: 25 http://deb.debian.org/debian buster/main i386 tex-common all 6.11 [53.1 kB]
Get: 26 http://deb.debian.org/debian buster/main i386 libncurses6 i386 6.1+20181013-2+deb10u2 [109 kB]
Get: 27 http://deb.debian.org/debian buster/main i386 libprocps7 i386 2:3.3.15-2 [62.7 kB]
Get: 28 http://deb.debian.org/debian buster/main i386 lsb-base all 10.2019051400 [28.4 kB]
Get: 29 http://deb.debian.org/debian buster/main i386 procps i386 2:3.3.15-2 [259 kB]
Get: 30 http://deb.debian.org/debian buster/main i386 libmagic-mgc i386 1:5.35-4+deb10u2 [242 kB]
Get: 31 http://deb.debian.org/debian buster/main i386 libmagic1 i386 1:5.35-4+deb10u2 [124 kB]
Get: 32 http://deb.debian.org/debian buster/main i386 file i386 1:5.35-4+deb10u2 [66.4 kB]
Get: 33 http://deb.debian.org/debian buster/main i386 gettext-base i386 0.19.8.1-9 [124 kB]
Get: 34 http://deb.debian.org/debian buster/main i386 libsigsegv2 i386 2.12-2 [33.2 kB]
Get: 35 http://deb.debian.org/debian buster/main i386 m4 i386 1.4.18-2 [205 kB]
Get: 36 http://deb.debian.org/debian buster/main i386 autoconf all 2.69-11 [341 kB]
Get: 37 http://deb.debian.org/debian buster/main i386 autotools-dev all 20180224.1 [77.0 kB]
Get: 38 http://deb.debian.org/debian buster/main i386 automake all 1:1.16.1-4 [771 kB]
Get: 39 http://deb.debian.org/debian buster/main i386 autopoint all 0.19.8.1-9 [434 kB]
Get: 40 http://deb.debian.org/debian buster/main i386 cmake-data all 3.13.4-1 [1476 kB]
Get: 41 http://deb.debian.org/debian buster/main i386 libicu63 i386 63.1-6+deb10u1 [8451 kB]
Get: 42 http://deb.debian.org/debian buster/main i386 libxml2 i386 2.9.4+dfsg1-7+deb10u2 [723 kB]
Get: 43 http://deb.debian.org/debian buster/main i386 libarchive13 i386 3.3.3-4+deb10u1 [351 kB]
Get: 44 http://deb.debian.org/debian buster/main i386 libkeyutils1 i386 1.6-6 [15.4 kB]
Get: 45 http://deb.debian.org/debian buster/main i386 libkrb5support0 i386 1.17-3+deb10u1 [68.7 kB]
Get: 46 http://deb.debian.org/debian buster/main i386 libk5crypto3 i386 1.17-3+deb10u1 [126 kB]
Get: 47 http://deb.debian.org/debian buster/main i386 libkrb5-3 i386 1.17-3+deb10u1 [395 kB]
Get: 48 http://deb.debian.org/debian buster/main i386 libgssapi-krb5-2 i386 1.17-3+deb10u1 [168 kB]
Get: 49 http://deb.debian.org/debian buster/main i386 libsasl2-modules-db i386 2.1.27+dfsg-1+deb10u1 [70.1 kB]
Get: 50 http://deb.debian.org/debian buster/main i386 libsasl2-2 i386 2.1.27+dfsg-1+deb10u1 [110 kB]
Get: 51 http://deb.debian.org/debian buster/main i386 libldap-common all 2.4.47+dfsg-3+deb10u6 [90.0 kB]
Get: 52 http://deb.debian.org/debian buster/main i386 libldap-2.4-2 i386 2.4.47+dfsg-3+deb10u6 [236 kB]
Get: 53 http://deb.debian.org/debian buster/main i386 libnghttp2-14 i386 1.36.0-2+deb10u1 [90.3 kB]
Get: 54 http://deb.debian.org/debian buster/main i386 libpsl5 i386 0.20.2-2 [54.4 kB]
Get: 55 http://deb.debian.org/debian buster/main i386 librtmp1 i386 2.4+20151223.gitfa8646d.1-2 [64.2 kB]
Get: 56 http://deb.debian.org/debian buster/main i386 libssh2-1 i386 1.8.0-2.1 [147 kB]
Get: 57 http://deb.debian.org/debian buster/main i386 libcurl4 i386 7.64.0-4+deb10u2 [359 kB]
Get: 58 http://deb.debian.org/debian buster/main i386 libjsoncpp1 i386 1.7.4-3 [85.0 kB]
Get: 59 http://deb.debian.org/debian buster/main i386 librhash0 i386 1.3.8-1 [135 kB]
Get: 60 http://deb.debian.org/debian buster/main i386 libuv1 i386 1.24.1-1 [116 kB]
Get: 61 http://deb.debian.org/debian buster/main i386 cmake i386 3.13.4-1 [3747 kB]
Get: 62 http://deb.debian.org/debian buster/main i386 libtool all 2.4.6-9 [547 kB]
Get: 63 http://deb.debian.org/debian buster/main i386 dh-autoreconf all 19 [16.9 kB]
Get: 64 http://deb.debian.org/debian buster/main i386 libarchive-zip-perl all 1.64-1 [96.8 kB]
Get: 65 http://deb.debian.org/debian buster/main i386 libfile-stripnondeterminism-perl all 1.1.2-1 [19.8 kB]
Get: 66 http://deb.debian.org/debian buster/main i386 dh-strip-nondeterminism all 1.1.2-1 [13.0 kB]
Get: 67 http://deb.debian.org/debian buster/main i386 libelf1 i386 0.176-1.1 [166 kB]
Get: 68 http://deb.debian.org/debian buster/main i386 dwz i386 0.12-3 [81.4 kB]
Get: 69 http://deb.debian.org/debian buster/main i386 libglib2.0-0 i386 2.58.3-2+deb10u3 [1334 kB]
Get: 70 http://deb.debian.org/debian buster/main i386 libcroco3 i386 0.6.12-3 [151 kB]
Get: 71 http://deb.debian.org/debian buster/main i386 gettext i386 0.19.8.1-9 [1314 kB]
Get: 72 http://deb.debian.org/debian buster/main i386 intltool-debian all 0.35.0+20060710.5 [26.8 kB]
Get: 73 http://deb.debian.org/debian buster/main i386 po-debconf all 1.0.21 [248 kB]
Get: 74 http://deb.debian.org/debian buster/main i386 debhelper all 12.1.1 [1016 kB]
Get: 75 http://deb.debian.org/debian buster/main i386 fonts-dejavu-core all 2.37-1 [1068 kB]
Get: 76 http://deb.debian.org/debian buster/main i386 fontconfig-config all 2.13.1-2 [280 kB]
Get: 77 http://deb.debian.org/debian buster/main i386 fonts-gfs-baskerville all 1.1-5 [43.4 kB]
Get: 78 http://deb.debian.org/debian buster/main i386 fonts-gfs-porson all 1.1-6 [33.5 kB]
Get: 79 http://deb.debian.org/debian buster/main i386 fonts-lmodern all 2.004.5-6 [4539 kB]
Get: 80 http://deb.debian.org/debian buster/main i386 libgfortran5 i386 8.3.0-6 [549 kB]
Get: 81 http://deb.debian.org/debian buster/main i386 libgfortran-8-dev i386 8.3.0-6 [603 kB]
Get: 82 http://deb.debian.org/debian buster/main i386 gfortran-8 i386 8.3.0-6 [9465 kB]
Get: 83 http://deb.debian.org/debian buster/main i386 gfortran i386 4:8.3.0-1 [1432 B]
Get: 84 http://deb.debian.org/debian buster/main i386 libgs9-common all 9.27~dfsg-2+deb10u4 [5136 kB]
Get: 85 http://deb.debian.org/debian buster/main i386 libavahi-common-data i386 0.7-4+deb10u1 [122 kB]
Get: 86 http://deb.debian.org/debian buster/main i386 libavahi-common3 i386 0.7-4+deb10u1 [56.1 kB]
Get: 87 http://deb.debian.org/debian buster/main i386 libdbus-1-3 i386 1.12.20-0+deb10u1 [227 kB]
Get: 88 http://deb.debian.org/debian buster/main i386 libavahi-client3 i386 0.7-4+deb10u1 [60.3 kB]
Get: 89 http://deb.debian.org/debian buster/main i386 libcups2 i386 2.2.10-6+deb10u4 [338 kB]
Get: 90 http://deb.debian.org/debian buster/main i386 libcupsimage2 i386 2.2.10-6+deb10u4 [134 kB]
Get: 91 http://deb.debian.org/debian buster/main i386 libpng16-16 i386 1.6.36-6 [301 kB]
Get: 92 http://deb.debian.org/debian buster/main i386 libfreetype6 i386 2.9.1-3+deb10u2 [395 kB]
Get: 93 http://deb.debian.org/debian buster/main i386 libfontconfig1 i386 2.13.1-2 [357 kB]
Get: 94 http://deb.debian.org/debian buster/main i386 libidn11 i386 1.33-2.2 [116 kB]
Get: 95 http://deb.debian.org/debian buster/main i386 libijs-0.35 i386 0.35-14 [18.9 kB]
Get: 96 http://deb.debian.org/debian buster/main i386 libjbig2dec0 i386 0.16-1 [64.6 kB]
Get: 97 http://deb.debian.org/debian buster/main i386 libjpeg62-turbo i386 1:1.5.2-2+deb10u1 [142 kB]
Get: 98 http://deb.debian.org/debian buster/main i386 liblcms2-2 i386 2.9-3 [156 kB]
Get: 99 http://deb.debian.org/debian buster/main i386 libopenjp2-7 i386 2.3.0-2+deb10u2 [165 kB]
Get: 100 http://deb.debian.org/debian buster/main i386 libpaper1 i386 1.1.28 [21.4 kB]
Get: 101 http://deb.debian.org/debian buster/main i386 libjbig0 i386 2.1-3.1+b2 [31.5 kB]
Get: 102 http://deb.debian.org/debian buster/main i386 libwebp6 i386 0.6.1-2+deb10u1 [274 kB]
Get: 103 http://deb.debian.org/debian buster/main i386 libtiff5 i386 4.1.0+git191117-2~deb10u2 [284 kB]
Get: 104 http://deb.debian.org/debian buster/main i386 libgs9 i386 9.27~dfsg-2+deb10u4 [2300 kB]
Get: 105 http://deb.debian.org/debian buster/main i386 ghostscript i386 9.27~dfsg-2+deb10u4 [95.1 kB]
Get: 106 http://deb.debian.org/debian buster/main i386 libblas3 i386 3.8.0-2 [142 kB]
Get: 107 http://deb.debian.org/debian buster/main i386 libblas-dev i386 3.8.0-2 [150 kB]
Get: 108 http://deb.debian.org/debian buster/main i386 libbrotli1 i386 1.0.7-2+deb10u1 [272 kB]
Get: 109 http://deb.debian.org/debian buster/main i386 libpixman-1-0 i386 0.36.0-1 [541 kB]
Get: 110 http://deb.debian.org/debian buster/main i386 libxau6 i386 1:1.0.8-1+b2 [20.3 kB]
Get: 111 http://deb.debian.org/debian buster/main i386 libxdmcp6 i386 1:1.1.2-3 [26.7 kB]
Get: 112 http://deb.debian.org/debian buster/main i386 libxcb1 i386 1.13.1-2 [141 kB]
Get: 113 http://deb.debian.org/debian buster/main i386 libx11-data all 2:1.6.7-1+deb10u2 [299 kB]
Get: 114 http://deb.debian.org/debian buster/main i386 libx11-6 i386 2:1.6.7-1+deb10u2 [779 kB]
Get: 115 http://deb.debian.org/debian buster/main i386 libxcb-render0 i386 1.13.1-2 [110 kB]
Get: 116 http://deb.debian.org/debian buster/main i386 libxcb-shm0 i386 1.13.1-2 [99.4 kB]
Get: 117 http://deb.debian.org/debian buster/main i386 libxext6 i386 2:1.3.3-1+b2 [55.2 kB]
Get: 118 http://deb.debian.org/debian buster/main i386 libxrender1 i386 1:0.9.10-1 [34.1 kB]
Get: 119 http://deb.debian.org/debian buster/main i386 libcairo2 i386 1.16.0-4+deb10u1 [744 kB]
Get: 120 http://deb.debian.org/debian buster/main i386 libgraphite2-3 i386 1.3.13-7 [84.0 kB]
Get: 121 http://deb.debian.org/debian buster/main i386 libharfbuzz0b i386 2.3.1-1 [1209 kB]
Get: 122 http://deb.debian.org/debian buster/main i386 libharfbuzz-icu0 i386 2.3.1-1 [834 kB]
Get: 123 http://deb.debian.org/debian buster/main i386 x11-common all 1:7.7+19 [251 kB]
Get: 124 http://deb.debian.org/debian buster/main i386 libice6 i386 2:1.0.9-2 [61.1 kB]
Get: 125 http://deb.debian.org/debian buster/main i386 libkpathsea6 i386 2018.20181218.49446-1 [171 kB]
Get: 126 http://deb.debian.org/debian buster/main i386 liblapack3 i386 3.8.0-2 [1974 kB]
Get: 127 http://deb.debian.org/debian buster/main i386 liblapack-dev i386 3.8.0-2 [2035 kB]
Get: 128 http://deb.debian.org/debian buster/main i386 libmetis5 i386 5.1.0.dfsg-5+b2 [173 kB]
Get: 129 http://deb.debian.org/debian buster/main i386 libmetis-dev i386 5.1.0.dfsg-5+b2 [10.8 kB]
Get: 130 http://deb.debian.org/debian buster/main i386 libpaper-utils i386 1.1.28 [18.3 kB]
Get: 131 http://deb.debian.org/debian buster/main i386 libpotrace0 i386 1.15-1 [25.6 kB]
Get: 132 http://deb.debian.org/debian buster/main i386 libptexenc1 i386 2018.20181218.49446-1 [61.6 kB]
Get: 133 http://deb.debian.org/debian buster/main i386 libsm6 i386 2:1.2.3-1 [35.7 kB]
Get: 134 http://deb.debian.org/debian buster/main i386 libsynctex2 i386 2018.20181218.49446-1 [83.5 kB]
Get: 135 http://deb.debian.org/debian buster/main i386 libteckit0 i386 2.5.8+ds2-5 [268 kB]
Get: 136 http://deb.debian.org/debian buster/main i386 libtexlua52 i386 2018.20181218.49446-1 [121 kB]
Get: 137 http://deb.debian.org/debian buster/main i386 libtexlua53 i386 2018.20181218.49446-1 [141 kB]
Get: 138 http://deb.debian.org/debian buster/main i386 libtexluajit2 i386 2018.20181218.49446-1 [270 kB]
Get: 139 http://deb.debian.org/debian buster/main i386 libwoff1 i386 1.0.2-1 [46.0 kB]
Get: 140 http://deb.debian.org/debian buster/main i386 libxt6 i386 1:1.1.5-1+b3 [195 kB]
Get: 141 http://deb.debian.org/debian buster/main i386 libxmu6 i386 2:1.1.2-2+b3 [62.8 kB]
Get: 142 http://deb.debian.org/debian buster/main i386 libxpm4 i386 1:3.5.12-1 [50.9 kB]
Get: 143 http://deb.debian.org/debian buster/main i386 libxaw7 i386 2:1.0.13-1+b2 [209 kB]
Get: 144 http://deb.debian.org/debian buster/main i386 libxi6 i386 2:1.7.9-1 [85.2 kB]
Get: 145 http://deb.debian.org/debian buster/main i386 libxxhash0 i386 0.6.5-2 [8788 B]
Get: 146 http://deb.debian.org/debian buster/main i386 libzzip-0-13 i386 0.13.62-3.2 [57.3 kB]
Get: 147 http://deb.debian.org/debian buster/main i386 preview-latex-style all 11.91-2 [201 kB]
Get: 148 http://deb.debian.org/debian buster/main i386 t1utils i386 1.41-3 [62.2 kB]
Get: 149 http://deb.debian.org/debian buster/main i386 teckit i386 2.5.8+ds2-5 [689 kB]
Get: 150 http://deb.debian.org/debian buster/main i386 texlive-binaries i386 2018.20181218.49446-1 [11.2 MB]
Get: 151 http://deb.debian.org/debian buster/main i386 xdg-utils all 1.1.3-1+deb10u1 [73.7 kB]
Get: 152 http://deb.debian.org/debian buster/main i386 texlive-base all 2018.20190227-2 [19.7 MB]
Get: 153 http://deb.debian.org/debian buster/main i386 texlive-latex-base all 2018.20190227-2 [984 kB]
Get: 154 http://deb.debian.org/debian buster/main i386 texlive-bibtex-extra all 2018.20190227-2 [61.7 MB]
Get: 155 http://deb.debian.org/debian buster/main i386 texlive-fonts-extra all 2018.20190227-2 [412 MB]
Get: 156 http://deb.debian.org/debian buster/main i386 texlive-fonts-recommended all 2018.20190227-2 [5228 kB]
Get: 157 http://deb.debian.org/debian buster/main i386 texlive-lang-greek all 2018.20190227-2 [76.3 MB]
Get: 158 http://deb.debian.org/debian buster/main i386 texlive-latex-recommended all 2018.20190227-2 [15.2 MB]
Get: 159 http://deb.debian.org/debian buster/main i386 texlive-pictures all 2018.20190227-2 [8201 kB]
Get: 160 http://deb.debian.org/debian buster/main i386 texlive-latex-extra all 2018.20190227-2 [12.3 MB]
Get: 161 http://deb.debian.org/debian buster/main i386 texlive-plain-generic all 2018.20190227-2 [24.3 MB]
Get: 162 http://deb.debian.org/debian buster/main i386 texlive-science all 2018.20190227-2 [3168 kB]
Get: 163 http://deb.debian.org/debian buster/main i386 tipa all 2:1.3-20 [2972 kB]
Get: 164 http://deb.debian.org/debian buster/main i386 texlive-xetex all 2018.20190227-2 [14.8 MB]
Fetched 744 MB in 12s (63.8 MB/s)
debconf: delaying package configuration, since apt-utils is not installed
Selecting previously unselected package libbsd0:i386.
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Preparing to unpack .../00-libbsd0_0.9.1-2+deb10u1_i386.deb ...
Unpacking libbsd0:i386 (0.9.1-2+deb10u1) ...
Selecting previously unselected package bsdmainutils.
Preparing to unpack .../01-bsdmainutils_11.1.2+b1_i386.deb ...
Unpacking bsdmainutils (11.1.2+b1) ...
Selecting previously unselected package libuchardet0:i386.
Preparing to unpack .../02-libuchardet0_0.0.6-3_i386.deb ...
Unpacking libuchardet0:i386 (0.0.6-3) ...
Selecting previously unselected package groff-base.
Preparing to unpack .../03-groff-base_1.22.4-3+deb10u1_i386.deb ...
Unpacking groff-base (1.22.4-3+deb10u1) ...
Selecting previously unselected package libpipeline1:i386.
Preparing to unpack .../04-libpipeline1_1.5.1-2_i386.deb ...
Unpacking libpipeline1:i386 (1.5.1-2) ...
Selecting previously unselected package man-db.
Preparing to unpack .../05-man-db_2.8.5-2_i386.deb ...
Unpacking man-db (2.8.5-2) ...
Selecting previously unselected package libpython2.7-minimal:i386.
Preparing to unpack .../06-libpython2.7-minimal_2.7.16-2+deb10u1_i386.deb ...
Unpacking libpython2.7-minimal:i386 (2.7.16-2+deb10u1) ...
Selecting previously unselected package python2.7-minimal.
Preparing to unpack .../07-python2.7-minimal_2.7.16-2+deb10u1_i386.deb ...
Unpacking python2.7-minimal (2.7.16-2+deb10u1) ...
Selecting previously unselected package python2-minimal.
Preparing to unpack .../08-python2-minimal_2.7.16-1_i386.deb ...
Unpacking python2-minimal (2.7.16-1) ...
Selecting previously unselected package python-minimal.
Preparing to unpack .../09-python-minimal_2.7.16-1_i386.deb ...
Unpacking python-minimal (2.7.16-1) ...
Selecting previously unselected package libssl1.1:i386.
Preparing to unpack .../10-libssl1.1_1.1.1d-0+deb10u6_i386.deb ...
Unpacking libssl1.1:i386 (1.1.1d-0+deb10u6) ...
Selecting previously unselected package mime-support.
Preparing to unpack .../11-mime-support_3.62_all.deb ...
Unpacking mime-support (3.62) ...
Selecting previously unselected package libexpat1:i386.
Preparing to unpack .../12-libexpat1_2.2.6-2+deb10u1_i386.deb ...
Unpacking libexpat1:i386 (2.2.6-2+deb10u1) ...
Selecting previously unselected package readline-common.
Preparing to unpack .../13-readline-common_7.0-5_all.deb ...
Unpacking readline-common (7.0-5) ...
Selecting previously unselected package libreadline7:i386.
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Unpacking libreadline7:i386 (7.0-5) ...
Selecting previously unselected package libpython2.7-stdlib:i386.
Preparing to unpack .../15-libpython2.7-stdlib_2.7.16-2+deb10u1_i386.deb ...
Unpacking libpython2.7-stdlib:i386 (2.7.16-2+deb10u1) ...
Selecting previously unselected package python2.7.
Preparing to unpack .../16-python2.7_2.7.16-2+deb10u1_i386.deb ...
Unpacking python2.7 (2.7.16-2+deb10u1) ...
Selecting previously unselected package libpython2-stdlib:i386.
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Unpacking libpython2-stdlib:i386 (2.7.16-1) ...
Selecting previously unselected package libpython-stdlib:i386.
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Unpacking libpython-stdlib:i386 (2.7.16-1) ...
Setting up libpython2.7-minimal:i386 (2.7.16-2+deb10u1) ...
Setting up python2.7-minimal (2.7.16-2+deb10u1) ...
Setting up python2-minimal (2.7.16-1) ...
Selecting previously unselected package python2.
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Preparing to unpack .../python2_2.7.16-1_i386.deb ...
Unpacking python2 (2.7.16-1) ...
Setting up python-minimal (2.7.16-1) ...
Selecting previously unselected package python.
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Unpacking python (2.7.16-1) ...
Selecting previously unselected package poppler-data.
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Selecting previously unselected package ucf.
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Moving old data out of the way
Unpacking ucf (3.0038+nmu1) ...
Selecting previously unselected package tex-common.
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Unpacking tex-common (6.11) ...
Selecting previously unselected package libncurses6:i386.
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Unpacking libncurses6:i386 (6.1+20181013-2+deb10u2) ...
Selecting previously unselected package libprocps7:i386.
Preparing to unpack .../006-libprocps7_2%3a3.3.15-2_i386.deb ...
Unpacking libprocps7:i386 (2:3.3.15-2) ...
Selecting previously unselected package lsb-base.
Preparing to unpack .../007-lsb-base_10.2019051400_all.deb ...
Unpacking lsb-base (10.2019051400) ...
Selecting previously unselected package procps.
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Unpacking procps (2:3.3.15-2) ...
Selecting previously unselected package libmagic-mgc.
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Unpacking libmagic-mgc (1:5.35-4+deb10u2) ...
Selecting previously unselected package libmagic1:i386.
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I: Building the package
hostname: Name or service not known
I: Running cd /build/suitesparse-5.4.0+dfsg/ && 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  > ../suitesparse_5.4.0+dfsg-1_source.changes
dpkg-buildpackage: info: source package suitesparse
dpkg-buildpackage: info: source version 1:5.4.0+dfsg-1
dpkg-buildpackage: info: source distribution unstable
dpkg-buildpackage: info: source changed by Sébastien Villemot <sebastien@debian.org>
 dpkg-source --before-build .
dpkg-buildpackage: info: host architecture i386
 debian/rules clean
dh clean
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make[1]: Entering directory '/build/suitesparse-5.4.0+dfsg'
make purge
make[2]: Entering directory '/build/suitesparse-5.4.0+dfsg'
( cd SuiteSparse_config && make purge )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/SuiteSparse_config'
( cd xerbla ; make clean )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/SuiteSparse_config/xerbla'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/SuiteSparse_config/xerbla'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
( cd xerbla ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/SuiteSparse_config/xerbla'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/SuiteSparse_config/xerbla'
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[3]: Leaving directory '/build/suitesparse-5.4.0+dfsg/SuiteSparse_config'
( cd metis-5.1.0 && make distclean )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/metis-5.1.0'
rm -rf build/Linux-x86_64
make[3]: Leaving directory '/build/suitesparse-5.4.0+dfsg/metis-5.1.0'
( cd AMD && make purge )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/AMD'
( cd Lib    ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/AMD/Lib'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/AMD/Lib'
( cd Demo   ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/AMD/Demo'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f amd_demo my_amd_demo.out
rm -f amd_l_demo my_amd_l_demo.out
rm -f amd_demo2 my_amd_demo2.out
rm -f amd_simple my_amd_simple.out
rm -f amd_f77demo my_amd_f77demo.out
rm -f amd_f77simple my_amd_f77simple.out
rm -f amd_f77cross my_amd_f77cross.out
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/AMD/Demo'
( cd MATLAB ; rm -f *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot ; rm -f *.mex* )
( cd Doc    ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/AMD/Doc'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/AMD/Doc'
make[3]: Leaving directory '/build/suitesparse-5.4.0+dfsg/AMD'
( cd GraphBLAS && make purge )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/GraphBLAS'
rm -rf build/* Demo/*_demo.out Demo/complex_demo_out.m Tcov/log.txt
rm -rf Config/*.tmp Source/control.m4
( cd Test ; make distclean )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/GraphBLAS/Test'
rm -f *.o *.obj
rm -f *.mex* errlog.txt spok/*.mex* log.txt fprint.txt
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/GraphBLAS/Test'
( cd Tcov ; make distclean )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/GraphBLAS/Tcov'
rm -f *.o *.obj
rm -f *.mex*
rm -f tmp*/* errlog.txt gbstat.mat fprint.txt
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/GraphBLAS/Tcov'
( cd Doc  ; make distclean )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/GraphBLAS/Doc'
rm -f -r *.out *.aux *.log *.bbl *.blg *.toc
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/GraphBLAS/Doc'
make[3]: Leaving directory '/build/suitesparse-5.4.0+dfsg/GraphBLAS'
( cd Mongoose  && make purge )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/Mongoose'
make -C build purge
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/Mongoose/build'
make[4]: *** No rule to make target 'purge'.  Stop.
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/Mongoose/build'
make[3]: [Makefile:50: distclean] Error 2 (ignored)
rm -rf build/* Lib/* MATLAB/*.mex*
rm -rf SuiteSparse_config/*.o SuiteSparse_config/*.a
make[3]: Leaving directory '/build/suitesparse-5.4.0+dfsg/Mongoose'
( cd CAMD && make purge )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/CAMD'
( cd Lib    ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/CAMD/Lib'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CAMD/Lib'
( cd Demo   ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/CAMD/Demo'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f camd_demo my_camd_demo.out
rm -f camd_l_demo my_camd_l_demo.out
rm -f camd_demo2 my_camd_demo2.out
rm -f camd_simple my_camd_simple.out
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CAMD/Demo'
( cd MATLAB ; rm -f *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot ; rm -f *.mex* )
( cd Doc    ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/CAMD/Doc'
rm -f -r camd_temp *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CAMD/Doc'
make[3]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CAMD'
( cd COLAMD && make purge )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/COLAMD'
( cd Lib    ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/COLAMD/Lib'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/COLAMD/Lib'
( cd Demo   ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/COLAMD/Demo'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f colamd_example colamd_l_example
rm -f my_colamd_example.out my_colamd_l_example.out
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/COLAMD/Demo'
( cd MATLAB ; rm -f *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot ; rm -f *.mex* )
make[3]: Leaving directory '/build/suitesparse-5.4.0+dfsg/COLAMD'
( cd BTF && make purge )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/BTF'
( cd Lib ; make distclean )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/BTF/Lib'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/BTF/Lib'
( cd MATLAB ; rm -f *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot ; rm -f *.mex* )
make[3]: Leaving directory '/build/suitesparse-5.4.0+dfsg/BTF'
( cd KLU && make purge )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/KLU'
( cd Demo ; make distclean )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/KLU/Demo'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f kludemo kluldemo klu_simple
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/KLU/Demo'
( cd Lib ; make distclean )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/KLU/Lib'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/KLU/Lib'
( cd Tcov ; make distclean )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/KLU/Tcov'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f klutest klultest *.out cov_*.c
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/KLU/Tcov'
( cd User ; make distclean )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/KLU/User'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/KLU/User'
( cd MATLAB ; rm -f *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot rename.h *.mex* )
make[3]: Leaving directory '/build/suitesparse-5.4.0+dfsg/KLU'
( cd LDL && make purge )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/LDL'
( cd Lib    ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/LDL/Lib'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/LDL/Lib'
( cd Demo   ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/LDL/Demo'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f ldlmain ldllmain ldlsimple ldllsimple ldlamd ldllamd
rm -f my_ldlmain.out my_ldlamd.out my_ldlsimple.out my_ldllamd.out
rm -f my_ldllsimple.out my_ldllmain.out
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/LDL/Demo'
( cd Doc    ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/LDL/Doc'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/LDL/Doc'
( cd MATLAB ; rm -f *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot *.mex* )
make[3]: Leaving directory '/build/suitesparse-5.4.0+dfsg/LDL'
( cd CCOLAMD && make purge )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/CCOLAMD'
( cd Lib    ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/CCOLAMD/Lib'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CCOLAMD/Lib'
( cd Demo   ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/CCOLAMD/Demo'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f ccolamd_example ccolamd_l_example
rm -f my_ccolamd_example.out my_ccolamd_l_example.out
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CCOLAMD/Demo'
( cd MATLAB ; rm -f *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot ; rm -f *.mex* )
make[3]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CCOLAMD'
( cd UMFPACK && make purge )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/UMFPACK'
( cd Lib    ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/UMFPACK/Lib'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/UMFPACK/Lib'
( cd Demo   ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/UMFPACK/Demo'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f umfpack_simple a.out
rm -f umfpack_di_demo my_umfpack_di_demo.out
rm -f umfpack_dl_demo my_umfpack_dl_demo.out
rm -f umfpack_zi_demo my_umfpack_zi_demo.out
rm -f umfpack_zl_demo my_umfpack_zl_demo.out
rm -f umf4hb umf4zhb *.umf my_umf4hb.out
rm -f umf4hb64 my_umf4hb64.out my_umf4zhb.out
rm -f umf4 readhb readhb_nozeros readhb_size tmp/*
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/UMFPACK/Demo'
( cd Doc    ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/UMFPACK/Doc'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f UMFPACK_UserGuide.tex
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/UMFPACK/Doc'
( cd Tcov   ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/UMFPACK/Tcov'
rm -f -r /tmp/UMFPACK_TCOV_TMP
rm -f -r cover.out covall_err.out
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/UMFPACK/Tcov'
( cd MATLAB ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/UMFPACK/MATLAB'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f luflop.mex* umfpack.mex* rename.h GKlib_util.c GKlib_graph.c
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/UMFPACK/MATLAB'
make[3]: Leaving directory '/build/suitesparse-5.4.0+dfsg/UMFPACK'
( cd CHOLMOD && make purge )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/CHOLMOD'
( cd Tcov ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/CHOLMOD/Tcov'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f cm cl cmread clread *.c.gcov *.out /tmp/CHOLMOD_TCOV_TMP zdemo ldemo
rm -f leak zz_*.c z_*.c *.a l_*.c zl_*.c cov.sort ldemo.c zdemo.c
rm -f -r cm.profile cmread.profile zdemo.profile /tmp/CHOLMOD_TCOV_TMP
rm -f -r cl.profile clread.profile ldemo.profile
rm -f temp*.mtx timelog.m
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CHOLMOD/Tcov'
( cd Lib ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/CHOLMOD/Lib'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CHOLMOD/Lib'
( cd Valgrind ; make dopurge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/CHOLMOD/Valgrind'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f cm cl cmread clread *.c.gcov *.out /tmp/CHOLMOD_TCOV_TMP zdemo ldemo
rm -f leak zz_*.c z_*.c *.a l_*.c zl_*.c cov.sort ldemo.c zdemo.c
rm -f -r cm.profile cmread.profile zdemo.profile /tmp/CHOLMOD_TCOV_TMP
rm -f -r cl.profile clread.profile ldemo.profile
rm -f temp*.mtx timelog.m
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
rm -f amdtest.c aug.c camdtest.c cctest.c cm.c cm.h cmread.c \
    ctest.c huge.c leak.c lpdemo.c memory.c null2.c null.c \
    raw_factor.c solve.c test_ops.c unpack.c comments.txt \
    links Matrix
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CHOLMOD/Valgrind'
( cd Demo ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/CHOLMOD/Demo'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f cholmod_demo cholmod_l_demo readhb readhb2 reade
rm -f cholmod_simple
rm -f timelog.m
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CHOLMOD/Demo'
( cd Doc ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/CHOLMOD/Doc'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f _temp.awk _*.tex
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CHOLMOD/Doc'
( cd MATLAB ; rm -f *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot rename.h *.mex* GKlib_util.c GKlib_graph.c )
make[3]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CHOLMOD'
( cd CSparse && make purge )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/CSparse'
( cd Lib ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/CSparse/Lib'
rm -f *.o
rm -f *.a *.obj *.dll *.dylib *.so *.so.*
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CSparse/Lib'
( cd Demo ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/CSparse/Demo'
rm -f *.o
rm -f -r cs_demo1 cs_demo2 cs_demo3 *.a *.dSYM *.obj *.dll
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CSparse/Demo'
( cd Tcov ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/CSparse/Tcov'
rm -f *.o *.bbg *.da *.gcov *.gcda *.gcno
rm -f cs_demo1 cs_demo2 readhb *.out *.a cs_demo3 cstcov_test cov.sort
rm -f -r cs_*.c *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CSparse/Tcov'
( cd MATLAB/CSparse ; rm -f *.o *.mex* )
( cd MATLAB/Test    ; rm -f *.o *.mex* )
make[3]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CSparse'
( cd CXSparse && make purge )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/CXSparse'
( cd Lib ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/CXSparse/Lib'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CXSparse/Lib'
( cd Demo ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/CXSparse/Demo'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f cs_demo1 cs_demo2 cs_demo3 *.a
rm -f cs_di_demo1 cs_di_demo2 cs_di_demo3
rm -f cs_dl_demo1 cs_dl_demo2 cs_dl_demo3
rm -f cs_ci_demo1 cs_ci_demo2 cs_ci_demo3
rm -f cs_cl_demo1 cs_cl_demo2 cs_cl_demo3
rm -f cs_idemo cs_ldemo
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CXSparse/Demo'
( cd Tcov ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/CXSparse/Tcov'
rm -f *.o *.bbg *.da *.gcov *.gcda *.gcno
rm -f readhb *.out *.a cov.sort
rm -f cs_demo1_di cs_demo2_di cs_demo3_di cstcov_test_di
rm -f cs_demo1_dl cs_demo2_dl cs_demo3_dl cstcov_test_dl
rm -f cs_demo1_ci cs_demo2_ci cs_demo3_ci cstcov_test_ci
rm -f cs_demo1_cl cs_demo2_cl cs_demo3_cl cstcov_test_cl
rm -f cs_idemo cs_ldemo
rm -f cs_*.c
rm -f cs*_di.c cs*_dl.c cs*_ci.c cs*_cl.c
rm -f -r *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CXSparse/Tcov'
( cd MATLAB/CSparse ; rm -f *.o cs_cl_*.c *.mex* )
( cd MATLAB/Test    ; rm -f *.o cs_cl_*.c *.mex* )
make[3]: Leaving directory '/build/suitesparse-5.4.0+dfsg/CXSparse'
( cd RBio && make purge )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/RBio'
( cd Tcov ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/RBio/Tcov'
rm -f temp*.rb
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f RBio.c SuiteSparse_config.c RBio.h SuiteSparse_config.h RBdemo gcov.out RBtest RBdemo.c
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/RBio/Tcov'
( cd Lib ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/RBio/Lib'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/RBio/Lib'
( cd Demo ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/RBio/Demo'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot temp.rb
rm -f -r *.so* *.a *.dll *.dylib *.dSYM RBdemo
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/RBio/Demo'
( cd RBio ; rm -f *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot private/temp.rb *.mex* )
make[3]: Leaving directory '/build/suitesparse-5.4.0+dfsg/RBio'
( cd MATLAB_Tools/SuiteSparseCollection && rm -f *.mex* )
( cd MATLAB_Tools/SSMULT && rm -f *.mex* )
( cd SuiteSparse_GPURuntime && make purge )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/SuiteSparse_GPURuntime'
( cd Lib ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/SuiteSparse_GPURuntime/Lib'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/SuiteSparse_GPURuntime/Lib'
make[3]: Leaving directory '/build/suitesparse-5.4.0+dfsg/SuiteSparse_GPURuntime'
( cd GPUQREngine && make purge )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/GPUQREngine'
( cd Lib ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/GPUQREngine/Lib'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/GPUQREngine/Lib'
( cd Demo ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/GPUQREngine/Demo'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r gpuqrengine_demo troll.m *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/GPUQREngine/Demo'
make[3]: Leaving directory '/build/suitesparse-5.4.0+dfsg/GPUQREngine'
( cd SPQR && make purge )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/SPQR'
( cd Lib ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/SPQR/Lib'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/SPQR/Lib'
( cd Demo ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/SPQR/Demo'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f qrdemo qrdemo_gpu qrdemoc qrsimple qrsimplec X.mtx
rm -f R.mtx C.mtx E.txt gpu_results.txt qrdemo_gpu2 qrdemo_gpu3
rm -f *.dot pfile tfile
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/SPQR/Demo'
( cd Tcov ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/SPQR/Tcov'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot
rm -f qrtest qrtest_out.txt pfile tfile cov.out qrtest_out1.txt
rm -f gpuqrengine_demo troll.m qrdemo_gpu gpu_results.txt X.mtx
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/SPQR/Tcov'
( cd Doc ; make purge )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/SPQR/Doc'
rm -f -r *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot *.out
rm -f -r *.so* *.a *.dll *.dylib *.dSYM
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/SPQR/Doc'
( cd MATLAB ; rm -f *.o *.obj *.ln *.bb *.bbg *.da *.tcov *.gcov gmon.out *.bak *.d *.gcda *.gcno *.aux *.bbl *.blg *.log *.toc *.dvi *.lof *.lot rename.h *.mex* )
make[3]: Leaving directory '/build/suitesparse-5.4.0+dfsg/SPQR'
rm -f MATLAB_Tools/*/*.mex* MATLAB_Tools/spok/private/*.mex*
rm -f -r include/* bin/* lib/* share/*
make[2]: Leaving directory '/build/suitesparse-5.4.0+dfsg'
rm -rf static_lib
rm -f AMD/Doc/AMD_UserGuide.pdf CAMD/Doc/CAMD_UserGuide.pdf CHOLMOD/Doc/CHOLMOD_UserGuide.pdf GraphBLAS/Doc/GraphBLAS_UserGuide.pdf KLU/Doc/KLU_UserGuide.pdf Mongoose/Doc/Mongoose_UserGuide.pdf UMFPACK/Doc/UMFPACK_QuickStart.pdf UMFPACK/Doc/UMFPACK_UserGuide.pdf LDL/Doc/ldl_userguide.pdf SPQR/Doc/spqr_user_guide.pdf
make[1]: Leaving directory '/build/suitesparse-5.4.0+dfsg'
   dh_clean
 debian/rules binary
dh binary
   dh_update_autotools_config
   dh_autoreconf
   dh_auto_configure
   debian/rules override_dh_auto_build
make[1]: Entering directory '/build/suitesparse-5.4.0+dfsg'
# Docs must be rebuilt first, because the build system expect them for some libs
rm -f AMD/Doc/AMD_UserGuide.pdf CAMD/Doc/CAMD_UserGuide.pdf CHOLMOD/Doc/CHOLMOD_UserGuide.pdf GraphBLAS/Doc/GraphBLAS_UserGuide.pdf KLU/Doc/KLU_UserGuide.pdf Mongoose/Doc/Mongoose_UserGuide.pdf UMFPACK/Doc/UMFPACK_QuickStart.pdf UMFPACK/Doc/UMFPACK_UserGuide.pdf LDL/Doc/ldl_userguide.pdf SPQR/Doc/spqr_user_guide.pdf
make docs
make[2]: Entering directory '/build/suitesparse-5.4.0+dfsg'
( cd GraphBLAS && make docs )
make[3]: Entering directory '/build/suitesparse-5.4.0+dfsg/GraphBLAS'
( cd Doc ; make )
make[4]: Entering directory '/build/suitesparse-5.4.0+dfsg/GraphBLAS/Doc'
pdflatex GraphBLAS_UserGuide.tex
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[][]\OT1/cmtt/m/n/12 desc [GrB_INP1] []\OT1/cmr/m/n/12 mod-i-fies the ma-trix p
a-ram-e-ter and [][]\OT1/cmtt/m/n/12 desc [GrB_INP0]

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[][][]\OT1/cmtt/m/n/12 GxB_AxB_HEAP[]\OT1/cmr/m/n/12 : a heap-based method, com
-put-ing [][]\OT1/cmtt/m/n/12 C(:,j)=A*B(:,j)
[66] [67]
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[][][]\OT1/cmtt/m/n/12 GrB_Descriptor_set []\OT1/cmr/m/n/12 sets a de-scrip-tor
 field ([][]\OT1/cmtt/m/n/12 GrB_OUTP[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 G
rB_MASK[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_INP0[]\OT1/cmr/m/n/12 ,

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[][]\OT1/cmtt/m/n/12 GrB_INP1[]\OT1/cmr/m/n/12 , or [][]\OT1/cmtt/m/n/12 GxB_Ax
B_METHOD[]\OT1/cmr/m/n/12 ) to a par-tic-u-lar value ([][]\OT1/cmtt/m/n/12 GxB_
DEFAULT[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_SCMP[]\OT1/cmr/m/n/12 ,

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[][]\OT1/cmtt/m/n/12 GrB_TRAN[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_REPLA
CE[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GxB_AxB_GUSTAVSON[]\OT1/cmr/m/n/12 ,
 [][]\OT1/cmtt/m/n/12 GxB_AxB_HEAP[]\OT1/cmr/m/n/12 , or [][]\OT1/cmtt/m/n/12 G
xB_AxB_DOT[]\OT1/cmr/m/n/12 ). 

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[][][]\OT1/cmtt/m/n/10.95 GrB_REPLACE[]\OT1/cmr/m/n/10.95 : Af-ter com-put-ing

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[]$\OT1/cmr/m/n/10.95 , the out-put \OT1/cmr/bx/n/10.95 C \OT1/cmr/m/n/10.95 is


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\OT1/cmr/m/n/10.95 cleared of all en-tries. Then

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\OT1/cmr/m/n/10.95 op-er-a-tion, while [][]\OT1/cmtt/m/n/10.95 Mask(i,j)=1

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[][][]\OT1/cmtt/m/n/10.95 GrB_TRAN[]\OT1/cmr/m/n/10.95 : The first in-put is

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\OT1/cmr/m/n/10.95 method is used to com-pute

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[]

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[68]

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[]    \OT1/cmtt/m/n/10 H = G ;                 // valid; creates a 2nd handle o
f the same object[] 

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[]    \OT1/cmtt/m/n/10 GrB_free (&G) ;         // valid; G is freed and set to 
NULL; H now undefined[] 
[71]
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[]\OT1/cmr/m/n/12 SuiteSparse:GraphBLAS in-cludes two type-generic meth-ods, []
[]\OT1/cmtt/m/n/12 GxB_set []\OT1/cmr/m/n/12 and

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[][][]\OT1/cmtt/m/n/12 GxB_set (GrB_Matrix A, field, value) []\OT1/cmr/m/n/12 p
ro-vides hints to Suite-Sparse:

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[][]\OT1/cmtt/m/n/12 GrB_Descriptor_set[]\OT1/cmr/m/n/12 , just with a generic 
name. Ex-cept for [][]\OT1/cmtt/m/n/12 GxB_AxB_METHOD[]\OT1/cmr/m/n/12 ,

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[][][]\OT1/cmtt/m/n/12 GxB_get (GrB_Matrix A, field, &value) []\OT1/cmr/m/n/12 
re-trieves the cur-rent value

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[][][]\OT1/cmtt/m/n/12 GxB_get (GrB_Descriptor desc, field, &value) []\OT1/cmr/
m/n/12 re-trieves the value
[72]
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\OT1/cmr/m/n/12 Graph-BLAS API Spec-i-fi-ca-tion, where the breadth-first searc
h [][]\OT1/cmtt/m/n/12 BFS []\OT1/cmr/m/n/12 uses [][]\OT1/cmtt/m/n/12 GrB_vxm
[73]
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\OT1/cmr/m/n/12 can be com-piled with [][]\OT1/cmtt/m/n/12 -DBYCOL[]\OT1/cmr/m/
n/12 , which changes the de-fault for-mat to [][]\OT1/cmtt/m/n/12 GxB_BY_COL[]\
OT1/cmr/m/n/12 ,

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[74]
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[]\OT1/cmr/m/n/12 If a ma-trix is cur-rently hy-per-sparse, it can be con-verte
d to non-hypersparse
[75]
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[][]\OT1/cmtt/m/n/12 GxB_BY_COL []\OT1/cmr/m/n/12 for-mat, as de-ter-mined by t
he last call to [][]\OT1/cmtt/m/n/12 GxB_set(GxB_FORMAT,...)

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\OT1/cmr/m/n/12 type of the [][]\OT1/cmtt/m/n/12 field []\OT1/cmr/m/n/12 pa-ram
-e-ter for the sec-ond ar-gu-ment of [][]\OT1/cmtt/m/n/12 GxB_set []\OT1/cmr/m/
n/12 and [][]\OT1/cmtt/m/n/12 GxB_get[]\OT1/cmr/m/n/12 ,

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[]    \OT1/cmtt/m/n/10 GxB_HYPER,      // defines switch to hypersparse format 
(a double value)[] 

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[]    \OT1/cmtt/m/n/10 GxB_MODE,           // mode passed to GrB_init (blocking
 or non-blocking)[] 
[76] [77]

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[78]
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\OT1/cmr/m/n/12 al-lelism. In this case, the [][]\OT1/cmtt/m/n/12 GxB_THREADING
 []\OT1/cmr/m/n/12 op-tion will re-turn ei-ther [][]\OT1/cmtt/m/n/12 GxB_THREAD
_NONE
[79]

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41.


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\OT1/cmr/m/n/12 con-sis-tent with the other us-ages of this generic func-tion. 
Un-like [][]\OT1/cmtt/m/n/12 GrB_Descriptor_set[]\OT1/cmr/m/n/12 ,
[80]
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[]    \OT1/cmtt/m/n/10 if (s == GxB_BY_COL) printf ("all new matrices are store
d by column\n") :[] 

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[]    \OT1/cmtt/m/n/10 if (mode == GrB_BLOCKING) printf ("GrB_init(GrB_BLOCKING
) was called.\n") :[] 
[81]

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[82] [83] [84]
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\OT1/cmr/m/n/12 MATLAB uses a colon no-ta-tion to in-dex into ma-tri-ces, such 
as [][]\OT1/cmtt/m/n/12 C=A(2:4,3:8)[]\OT1/cmr/m/n/12 ,
[85]

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[]\OT1/cmr/m/n/12 The [][]\OT1/cmtt/m/n/12 GrB_extract[]\OT1/cmr/m/n/12 , [][]\
OT1/cmtt/m/n/12 GrB_assign[]\OT1/cmr/m/n/12 , and [][]\OT1/cmtt/m/n/12 GrB_suba
ssign []\OT1/cmr/m/n/12 op-er-a-tions (de-scribed

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\OT1/cmr/m/n/12 the spe-cial value [][]\OT1/cmtt/m/n/12 ni = GxB_RANGE[]\OT1/cm
r/m/n/12 . The be-gin-ning in-dex is [][]\OT1/cmtt/m/n/12 I[GxB_BEGIN]
[86]
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 []    \OT1/cmtt/m/n/10 for (int64_t i = I [GxB_BEGIN] ; i <= I [GxB_END] ; i +
= I [GxB_INC])[] 
[87]
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 []    \OT1/cmtt/m/n/10 for (int64_t i = I [GxB_BEGIN] ; i >= I [GxB_END] ; i -
= I [GxB_INC])[] 
[88] [89]

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[90]
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[][]

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[91] [92]
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[][][]\OT1/cmtt/m/n/12 A.pattern[]\OT1/cmr/m/n/12 : a log-i-cal ma-trix hold-in
g the pat-tern; [][]\OT1/cmtt/m/n/12 A.pattern(i,j)=true
[93]
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[]\OT1/cmtt/m/n/10 T.matrix (:,:) = identity ;             % the identity of th
e semiring's monoid[] 

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[]\OT1/cmtt/m/n/10 T.class = multiply.ztype ;              % the ztype of the s
emiring's multiply op[] 

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[]\OT1/cmtt/m/n/10 A = cast (A.matrix, multiply.xtype) ;   % the xtype of the s
emiring's multiply op[] 

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[]\OT1/cmtt/m/n/10 B = cast (B.matrix, multiply.ytype) ;   % the ytype of the s
emiring's multiply op[] 

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[94]
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\OT1/cmr/m/n/12 SuiteSparse:GraphBLAS in-cludes three dif-fer-ent meth-ods for 
com-put-ing [][]\OT1/cmtt/m/n/12 C<M>=A*B[]\OT1/cmr/m/n/12 ,
[95]
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 []    \OT1/cmtt/m/n/10 if M is present, or if A or B have a single column, or 
if B or A are dense:[] 
[96]

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[][]\OT1/cmtt/m/n/12 GrB_vxm []\OT1/cmr/m/n/12 in-stead of [][]\OT1/cmtt/m/n/12
 GrB_mxv[]\OT1/cmr/m/n/12 , since the de-fault for-mat in Suite-Sparse:GraphBLA
S

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\OT1/cmr/m/n/12 side the out-put ma-trix [][]\OT1/cmtt/m/n/12 C []\OT1/cmr/m/n/
12 or vec-tor [][]\OT1/cmtt/m/n/12 w[]\OT1/cmr/m/n/12 , or for the the first ca
ll to [][]\OT1/cmtt/m/n/12 GrB_mxm(C,...)

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[]\OT1/cmr/m/n/12 Let $\OMS/cmsy/m/n/12 
$ \OT1/cmr/m/n/12 de-note the bi-nary op-er-a-tor to be used. The com-pu-ta-tio
n $[]$
[102]

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[]\OT1/cmr/m/n/12 Let $\OMS/cmsy/m/n/12 ^^H$ \OT1/cmr/m/n/12 de-note the bi-nar
y op-er-a-tor to be used. The com-pu-ta-tion $[]$
[105]

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[]    \OT1/cmtt/m/n/10 p =  A.pattern & ~B.pattern ; T.matrix (p) = cast (A.mat
rix (p), add.ztype) ;[] 

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[]    \OT1/cmtt/m/n/10 p = ~A.pattern &  B.pattern ; T.matrix (p) = cast (B.mat
rix (p), add.ztype) ;[] 

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[][][]\OT1/cmtt/m/n/12 GrB_Col_extract []\OT1/cmr/m/n/12 ex-tracts a sub-vec-to
r from a ma-trix, iden-ti-cal to [][]\OT1/cmtt/m/n/12 t = A (I,j)

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[110]

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 5894.

[111]
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[]    \OT1/cmtt/m/n/10 const GrB_Matrix Mask,          // optional mask for C(I
,J), unused if NULL[] 

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[][]

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[]\OT1/cmr/m/n/12 For sub-ma-trix as-sign-ment, [][]\OT1/cmtt/m/n/12 GxB_Matrix
_subassign[]\OT1/cmr/m/n/12 , the sub-ma-trix [][]\OT1/cmtt/m/n/12 C(I,J)
[112]
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[]\OT1/cmr/m/n/12 For sub-ma-trix as-sign-ment, $[]$ is com-puted, where

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[]    \OT1/cmtt/m/n/10 const GrB_Vector mask,          // optional mask for C(I
,j), unused if NULL[] 

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\OT1/cmr/m/n/12 col-umn in-dex (and thus [][]\OT1/cmtt/m/n/12 nj=1[]\OT1/cmr/m/
n/12 ), and where all ma-tri-ces in [][]\OT1/cmtt/m/n/12 GxB_Matrix_subassign

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[]    \OT1/cmtt/m/n/10 const GrB_Vector mask,          // optional mask for C(i
,J), unused if NULL[] 
[114]

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[]    \OT1/cmtt/m/n/10 const GrB_Matrix Mask,          // optional mask for C(I
,J), unused if NULL[] 

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[116]

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[]    \OT1/cmtt/m/n/10 const GrB_Vector mask,          // optional mask for C(:
,j), unused if NULL[] 

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 []\OT1/cmr/bx/n/12 Performance con-sid-er-a-tions:[] [][]\OT1/cmtt/m/n/12 GrB_
Col_assign []\OT1/cmr/m/n/12 is much faster than [][]\OT1/cmtt/m/n/12 GrB_Row_a
ssign
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 []\OT1/cmr/bx/n/12 Performance con-sid-er-a-tions:[] [][]\OT1/cmtt/m/n/12 GrB_
Col_assign []\OT1/cmr/m/n/12 is much faster than [][]\OT1/cmtt/m/n/12 GrB_Row_a
ssign
[120]

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[][]\OT1/cmtt/m/n/12 assign []\OT1/cmr/m/n/12 and [][]\OT1/cmtt/m/n/12 subassig
n[]\OT1/cmr/m/n/12 , re-sults are not de-fined for [][]\OT1/cmtt/m/n/12 GrB_Mat
rix_*assign[]\OT1/cmr/m/n/12 ,
[123]
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[]\OT1/cmr/m/n/12 This no-ta-tion does not in-clude the de-tails of the [][]\OT
1/cmtt/m/n/12 GrB_SCMP []\OT1/cmr/m/n/12 and [][]\OT1/cmtt/m/n/12 GrB_REPLACE

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[127] [128] [129]
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[]\OT1/cmr/m/n/12 The fol-low-ing guide-lines should be con-sid-ered when us-in
g [][]\OT1/cmtt/m/n/12 GxB_subassign[]\OT1/cmr/m/n/12 ,
[130]

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[]\OT1/cmtt/m/n/10 GrB_Info GxB_select                 // C<Mask> = accum (C, o
p(A,k)) or op(A',k)[] 

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[][][]\OT1/cmtt/m/n/12 GrB_transpose []\OT1/cmr/m/n/12 trans-poses a ma-trix []
[]\OT1/cmtt/m/n/12 A[]\OT1/cmr/m/n/12 , just like the ar-ray trans-pose [][]\OT
1/cmtt/m/n/12 T = A.'
[141]
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[]\OT1/cmr/m/n/12 Since the in-put ma-trix [][]\OT1/cmtt/m/n/12 A []\OT1/cmr/m/
n/12 is trans-posed by the de-scrip-tor, SuiteSparse:Graph-
[142]
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[][][]\OT1/cmtt/m/n/12 GxB_kron []\OT1/cmr/m/n/12 com-putes the Kro-necker prod
-uct, $[]$ where 

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[143]
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[]\OT1/cmr/m/n/12 The 9 dif-fer-ent ob-jects han-dled by Suite-Sparse:GraphBLAS
 are all opaque,

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[][]\OT1/cmtt/m/n/12 GrB_Matrix_extractTuples[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/
m/n/12 GrB_Matrix_extractElement[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GxB_Ma
trix_type[]\OT1/cmr/m/n/12 ,
[144]
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\OT1/cmr/m/n/12 As a re-sult, the ex-act con-tent and for-mat of what is printe
d is implementation-

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\OT1/cmr/m/n/12 dependent, and will change from ver-sion to ver-sion of Suite-S
parse:GraphBLAS.
[145]
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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Type_fprint (GrB_BOOL
, "boolean type", GxB_COMPLETE, f)
[146]
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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_UnaryOp_fprint (GrB_L
NOT, "not", GxB_COMPLETE, f)

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_BinaryOp_fprint (GrB_
PLUS_FP64, "plus", GxB_COMPLETE, f)

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_SelectOp_fprint (GxB_
TRIL, "tril", GxB_COMPLETE, f)
[147]
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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Monoid_fprint (GxB_PL
US_FP64_MONOID, "plus monoid",

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Semiring_fprint (GxB_
PLUS_TIMES_FP64, "standard",

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Descriptor_fprint (d,
 "descriptor", GxB_COMPLETE, f)
[148]
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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Matrix_fprint (A, "my
 matrix", GxB_SHORT, f) []\OT1/cmr/m/n/12 prints

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Vector_fprint (v, "my
 vector", GxB_SHORT, f) []\OT1/cmr/m/n/12 prints
[149]

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[150]

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[][]\OT1/cmtt/m/n/12 GrB_Type_new[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_B
inaryOp_new[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_Monoid_new[]\OT1/cmr/m/
n/12 , and [][]\OT1/cmtt/m/n/12 GrB_Semiring_new[]\OT1/cmr/m/n/12 .

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[]\OT1/cmr/m/n/12 Some user def-i-ni-tions such as the [][]\OT1/cmtt/m/n/12 sta
tic inline []\OT1/cmr/m/n/12 func-tions [][]\OT1/cmtt/m/n/12 my_complex_plus
[152] [153]

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\OT1/cmr/m/n/12 In ei-ther case, when the user ap-pli-ca-tion is fin-ished, it 
can do [][]\OT1/cmtt/m/n/12 GrB_free(My_Complex)[]\OT1/cmr/m/n/12 .

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\OT1/cmr/m/n/12 This safely does noth-ing if [][]\OT1/cmtt/m/n/12 My_Complex []
\OT1/cmr/m/n/12 is de-fined at compile-time with [][]\OT1/cmtt/m/n/12 GxB_Type_
define[]\OT1/cmr/m/n/12 ,

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\OT1/cmr/m/n/12 ma-trix, com-put-ing [][]\OT1/cmtt/m/n/12 C=A*B []\OT1/cmr/m/n/
12 via [][]\OT1/cmtt/m/n/12 GrB_mxm []\OT1/cmr/m/n/12 with the pre-compiled [][
]\OT1/cmtt/m/n/12 My_Complex_plus_times
[154] [155]

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[]\OT1/cmr/m/n/12 An ex-am-ple macro name con-flict oc-curs in the [][]\OT1/cmt
t/m/n/12 User/Example/my_complex.m4
[156]
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\OT1/cmr/m/n/12 a type when Suite-Sparse:GraphBLAS is com-piled. In-stead of th
e [][]\OT1/cmtt/m/n/12 sizeof(ctype)

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[]\OT1/cmr/m/n/12 sec-ond pa-ram-e-ter of [][]\OT1/cmtt/m/n/12 GrB_Type_new[]\O
T1/cmr/m/n/12 , the sec-ond pa-ram-e-ter [][]\OT1/cmtt/m/n/12 ctype []\OT1/cmr/
m/n/12 of [][]\OT1/cmtt/m/n/12 GxB_Type_define
[157] [158]
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[]\OT1/cmtt/m/n/10 GxB_Semiring_define(GrB_Semiring semiring, GrB_Monoid add, G
rB_BinaryOp mult) ;[] 

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\OT1/cmr/m/n/12 ram-e-ter is a [][]\OT1/cmtt/m/n/12 GrB_Monoid []\OT1/cmr/m/n/1
2 that is ei-ther pre-de-fined (such as [][]\OT1/cmtt/m/n/12 GxB_PLUS_TIMES_FP6
4[]\OT1/cmr/m/n/12 )
[159] [160] [161] [162]

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[]        \OT1/cmtt/m/n/10 GrB_vxm (neighbor_max, candidates, NULL, maxSelect1s
t, prob, A, r_desc) ;[] 
[163]
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[]        \OT1/cmtt/m/n/10 GrB_vxm (neighbor_max, candidates, NULL, maxSelect1s
t, prob, A, r_desc) ;[] 

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[]                                                                        \OT1/
cmtt/m/n/10 NULL) ;[] 

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\OT1/cmr/m/n/12 col-umn [][]\OT1/cmtt/m/n/12 A(:,j) []\OT1/cmr/m/n/12 is the ad
-ja-cency of node [][]\OT1/cmtt/m/n/12 j[]\OT1/cmr/m/n/12 , and the dot prod-uc
t [][]\OT1/cmtt/m/n/12 prob'*A(:,j)
[164]

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[168] [169]
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\OT1/cmr/m/n/12 ca-tion to con-struct the tu-ple list, and is al-most as fast a
s us-ing [][]\OT1/cmtt/m/n/12 GrB_Matrix_build[]\OT1/cmr/m/n/12 .

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[]                    \OT1/cmtt/m/n/10 GrB_Matrix_setElement (F, em (krow,kcol)
, krow, kcol) ;[] 
[170]

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[171] [172] [173]

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[174]

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[][]

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[175]
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[]\OT1/cmr/bx/n/14.4 User ap-pli-ca-tions us-ing OpenMP or POSIX pthreads 

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Overfull \hbox (4.40424pt too wide) in paragraph at lines 9214--9220
\OT1/cmr/m/n/12 Two ex-am-ple demo pro-grams are in-cluded that il-lus-trate ho
w a multi-threaded
[176]
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[]\OT1/cmr/bx/n/17.28 Compiling and In-stalling Suite-Sparse:GraphBLAS 
[177]
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\OT1/cmr/m/n/12 pthreads. If OpenMP is present, it uses OpenMP crit-i-cal sec-t
ions for [][]\OT1/cmtt/m/n/12 GrB_wait

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[]\OT1/cmr/m/n/12 no user thread-ing: com-pile with [][]\OT1/cmtt/m/n/12 cmake 
-DUSER_NONE=1[]\OT1/cmr/m/n/12 . \OT1/cmr/bx/n/12 Graph-BLAS

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[][]\OT1/cmtt/m/n/12 GxB_BY_ROW []\OT1/cmr/m/n/12 for-mat. You can change the d
e-fault at com-pile time to [][]\OT1/cmtt/m/n/12 GxB_BY_COL
[178]

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Overfull \hbox (52.64896pt too wide) in paragraph at lines 9389--9389
[]    \OT1/cmtt/m/n/10.95 if (s == GxB_BY_COL) printf ("all new matrices are st
ored by column\n") :[] 

Overfull \hbox (3.09839pt too wide) in paragraph at lines 9404--9410
\OT1/cmr/m/n/12 Then do [][]\OT1/cmtt/m/n/12 make []\OT1/cmr/m/n/12 in the [][]
\OT1/cmtt/m/n/12 build []\OT1/cmr/m/n/12 di-rec-tory. If this still fails, see 
the [][]\OT1/cmtt/m/n/12 CMakeLists.txt

Overfull \hbox (0.91077pt too wide) in paragraph at lines 9427--9427
[]        \OT1/cmtt/m/n/10.95 # cmake 2.8 workaround: gcc needs to be told to d
o ANSI C11.[] 
[179]
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[]\OT1/cmr/m/n/12 To com-pile Suite-Sparse:GraphBLAS with-out run-ning the de-m
os, use [][]\OT1/cmtt/m/n/12 make library

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[]\OT1/cmr/m/n/12 file, but these are meant only for code de-vel-op-ment of Sui
te-Sparse:GraphBLAS

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\OT1/cmr/m/n/12 To in-stall the li-brary (typ-i-cally in [][]\OT1/cmtt/m/n/12 /
usr/local/lib []\OT1/cmr/m/n/12 and [][]\OT1/cmtt/m/n/12 /usr/local/include
[180]
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\OT1/cmss/m/n/12 redislabs . com / redis-[]enterprise / technology / redisgraph
/$[][]\OT1/cmr/m/n/12 ), a graph database mod-

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[][]$\OT1/cmss/m/n/10 https : / / redislabs . com / blog / new-[]redisgraph-[]1
-[]0-[]achieves-[]600x-[]faster-[]performance-[]graph-[]databases/$[][]\OT1/cmr
/m/n/12 ). 
[181]
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 )
(see the transcript file for additional information)</usr/share/texlive/texmf-d
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bibtex GraphBLAS_UserGuide
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 [][] [][][]\OT1/cmr/m/n/10.95 Performance of \OT1/cmss/m/n/10.95 GxB[]subassig
n\OT1/cmr/m/n/10.95 , \OT1/cmss/m/n/10.95 GrB[]assign \OT1/cmr/m/n/10.95 and \O
T1/cmss/m/n/10.95 GrB[]*[]setElement[][] [][]  
[5]) [6]

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[]\OT1/cmr/m/n/12 New ex-ten-sions to Graph-BLAS in this ver-sion in-clude [][]
\OT1/cmtt/m/n/12 GxB_get[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GxB_set[]\OT1/
cmr/m/n/12 ,
[8] [9]

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[]\OT1/cmr/m/it/12 Graph Al-go-rithms in the Lan-guage on Lin-ear Al-ge-bra\OT1
/cmr/m/n/12 , Kep-ner and Gilbert,
[10] [11] [12] [13] [14]
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[]\OT1/cmr/m/n/12 The Ac-cu-mu-la-tor Phase is fol-lowed by the Mask/Replace Ph
ase, $[]$

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[]   \OT1/cmtt/m/n/10 p =  C.pattern &  T.pattern ; Z.matrix (p) = accum (C.mat
rix (p), T.matrix (p));[] 
[15] [16] [17]
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\OT1/cmr/m/n/12 ANSI C. Yet C leaves some type-cast-ing un-de-fined. Suite-Spar
se:GraphBLAS
[18] [19]
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[]    \OT1/cmtt/m/n/10 ... use features from version 1.4.0 of a specific GraphB
LAS implementation[] 
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\OT1/cmr/m/n/12 namely: [][]\OT1/cmtt/m/n/12 GrB_*_nvals[]\OT1/cmr/m/n/12 , [][
]\OT1/cmtt/m/n/12 GrB_*_extractElement[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 
GrB_*_extractTuples[]\OT1/cmr/m/n/12 , and
[22] [23] [24]
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\OT1/cmr/m/n/12 spe-cific ob-jects, [][]\OT1/cmtt/m/n/12 GrB_*_nvals[]\OT1/cmr/
m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_*_extractElement[]\OT1/cmr/m/n/12 , [][]\OT1/
cmtt/m/n/12 GrB_*_extractTuples[]\OT1/cmr/m/n/12 ,
[25]

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[]   

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[]\OT1/cmr/bx/n/12 SPEC: \OT1/cmr/m/n/12 Suite-Sparse:GraphBLAS pre-de-fines al
l unique monoids and semir-
[29] [30] [31]
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[][]\OT1/cmtt/m/n/12 GxB_Type_size (&s, GrB_INT32) []\OT1/cmr/m/n/12 sets [][]\
OT1/cmtt/m/n/12 s []\OT1/cmr/m/n/12 to 4, the same as [][]\OT1/cmtt/m/n/12 size
of(int32_t)[]\OT1/cmr/m/n/12 . 
[32] [33]

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[]\OT1/cmtt/m/n/10 GrB_Info GrB_UnaryOp_new            // create a new user-def
ined unary operator[] 
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[][]   
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\OT1/cmr/m/n/12 XOR op-er-a-tors. With-out the [][]\OT1/cmtt/m/n/12 _$\OML/cmm/
m/it/12 T$ []\OT1/cmr/m/n/12 suf-fix, the three op-er-a-tors [][]\OT1/cmtt/m/n/
12 GrB_LOR[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_LAND[]\OT1/cmr/m/n/12 ,
[39]

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[41]
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[]\OT1/cmr/bx/n/14.4 SuiteSparse:GraphBLAS se-lect op-er-a-tors: \OT1/cmss/m/n/
14.4 GxB[]SelectOp 

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[]    \OT1/cmtt/m/n/10 const void *x,          // value of A(i,j), or NULL if f
 is type-generic[] 
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[][]   
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\OT1/cmr/m/n/12 This count ex-cludes re-dun-dant Boolean op-er-a-tors (for ex-a
m-ple [][]\OT1/cmtt/m/n/12 GrB_TIMES_BOOL
[48] [49]
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[]    \OT1/cmtt/m/n/10 GrB_BinaryOp *multiply,         // returns multiply oper
ator of the semiring[] 
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\OT1/cmr/m/n/12 of the given type. This is anal-o-gous to MAT-LAB state-ment []
[]\OT1/cmtt/m/n/12 v = sparse (n,1)[]\OT1/cmr/m/n/12 ,
[52]
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\OT1/cmr/m/n/12 MAT-LAB. The type and di-men-sion of [][]\OT1/cmtt/m/n/12 v []\
OT1/cmr/m/n/12 do not change. In Suite-Sparse:GraphBLAS,
[53]
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[][][]\OT1/cmtt/m/n/12 GxB_Vector_type []\OT1/cmr/m/n/12 re-turns the type of a
 vec-tor. Anal-o-gous to [][]\OT1/cmtt/m/n/12 type = class (v)
[54]
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\OT1/cmr/m/n/12 op-er-a-tion is ex-actly like set-ting a sin-gle en-try in an [
][]\OT1/cmtt/m/n/12 n[]\OT1/cmr/m/n/12 -by-1 ma-trix, [][]\OT1/cmtt/m/n/12 A(i,
0) = x[]\OT1/cmr/m/n/12 ,
[55]
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[][][]\OT1/cmtt/m/n/12 GrB_Vector_extractElement []\OT1/cmr/m/n/12 ex-tracts a 
sin-gle en-try from a vec-tor, [][]\OT1/cmtt/m/n/12 x = v(i)[]\OT1/cmr/m/n/12 .

[56] [57] [58]
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\OT1/cmr/m/n/12 MAT-LAB. The type and di-men-sions of [][]\OT1/cmtt/m/n/12 A []
\OT1/cmr/m/n/12 do not change. In SuiteSparse:Graph-

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[][][]\OT1/cmtt/m/n/12 GrB_Matrix_nrows []\OT1/cmr/m/n/12 re-turns the num-ber 
of rows of a ma-trix ([][]\OT1/cmtt/m/n/12 nrow=size(A,1)
[59]
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[][][]\OT1/cmtt/m/n/12 GrB_Matrix_ncols []\OT1/cmr/m/n/12 re-turns the num-ber 
of columns of a ma-trix ([][]\OT1/cmtt/m/n/12 ncols=size(A,2)
[60] [61] [62] [63]
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[][]\OT1/cmtt/m/n/12 GrB_Matrix_nrows[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 G
xB_Matrix_type[]\OT1/cmr/m/n/12 , and of course [][]\OT1/cmtt/m/n/12 GrB_Matrix
_setElement

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[][][]\OT1/cmtt/m/n/12 GrB_Matrix_extractElement []\OT1/cmr/m/n/12 ex-tracts a 
sin-gle en-try from a ma-trix [][]\OT1/cmtt/m/n/12 x=A(i,j)[]\OT1/cmr/m/n/12 . 

[64]
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[]\OT1/cmr/m/n/12 The num-ber of tu-ples in the ma-trix [][]\OT1/cmtt/m/n/12 A 
[]\OT1/cmr/m/n/12 is given by [][]\OT1/cmtt/m/n/12 GrB_Matrix_nvals(&anvals,A)[
]\OT1/cmr/m/n/12 .
[65] [66] [67] [68] [69]
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[][]\OT1/cmtt/m/n/12 desc [GrB_INP1] []\OT1/cmr/m/n/12 mod-i-fies the ma-trix p
a-ram-e-ter and [][]\OT1/cmtt/m/n/12 desc [GrB_INP0]

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[][][]\OT1/cmtt/m/n/12 GxB_AxB_HEAP[]\OT1/cmr/m/n/12 : a heap-based method, com
-put-ing [][]\OT1/cmtt/m/n/12 C(:,j)=A*B(:,j)
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[][][]\OT1/cmtt/m/n/12 GrB_Descriptor_set []\OT1/cmr/m/n/12 sets a de-scrip-tor
 field ([][]\OT1/cmtt/m/n/12 GrB_OUTP[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 G
rB_MASK[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_INP0[]\OT1/cmr/m/n/12 ,

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[][]\OT1/cmtt/m/n/12 GrB_INP1[]\OT1/cmr/m/n/12 , or [][]\OT1/cmtt/m/n/12 GxB_Ax
B_METHOD[]\OT1/cmr/m/n/12 ) to a par-tic-u-lar value ([][]\OT1/cmtt/m/n/12 GxB_
DEFAULT[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_SCMP[]\OT1/cmr/m/n/12 ,

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[][]\OT1/cmtt/m/n/12 GrB_TRAN[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_REPLA
CE[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GxB_AxB_GUSTAVSON[]\OT1/cmr/m/n/12 ,
 [][]\OT1/cmtt/m/n/12 GxB_AxB_HEAP[]\OT1/cmr/m/n/12 , or [][]\OT1/cmtt/m/n/12 G
xB_AxB_DOT[]\OT1/cmr/m/n/12 ). 

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[][][]\OT1/cmtt/m/n/10.95 GrB_REPLACE[]\OT1/cmr/m/n/10.95 : Af-ter com-put-ing

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\OT1/cmr/m/n/10.95 op-er-a-tion, while [][]\OT1/cmtt/m/n/10.95 Mask(i,j)=1

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[]

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[]    \OT1/cmtt/m/n/10 H = G ;                 // valid; creates a 2nd handle o
f the same object[] 

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[]    \OT1/cmtt/m/n/10 GrB_free (&G) ;         // valid; G is freed and set to 
NULL; H now undefined[] 
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[]\OT1/cmr/m/n/12 SuiteSparse:GraphBLAS in-cludes two type-generic meth-ods, []
[]\OT1/cmtt/m/n/12 GxB_set []\OT1/cmr/m/n/12 and

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[][][]\OT1/cmtt/m/n/12 GxB_set (GrB_Matrix A, field, value) []\OT1/cmr/m/n/12 p
ro-vides hints to Suite-Sparse:

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[][]\OT1/cmtt/m/n/12 GrB_Descriptor_set[]\OT1/cmr/m/n/12 , just with a generic 
name. Ex-cept for [][]\OT1/cmtt/m/n/12 GxB_AxB_METHOD[]\OT1/cmr/m/n/12 ,

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[][][]\OT1/cmtt/m/n/12 GxB_get (GrB_Matrix A, field, &value) []\OT1/cmr/m/n/12 
re-trieves the cur-rent value

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[][][]\OT1/cmtt/m/n/12 GxB_get (GrB_Descriptor desc, field, &value) []\OT1/cmr/
m/n/12 re-trieves the value
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\OT1/cmr/m/n/12 Graph-BLAS API Spec-i-fi-ca-tion, where the breadth-first searc
h [][]\OT1/cmtt/m/n/12 BFS []\OT1/cmr/m/n/12 uses [][]\OT1/cmtt/m/n/12 GrB_vxm
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\OT1/cmr/m/n/12 can be com-piled with [][]\OT1/cmtt/m/n/12 -DBYCOL[]\OT1/cmr/m/
n/12 , which changes the de-fault for-mat to [][]\OT1/cmtt/m/n/12 GxB_BY_COL[]\
OT1/cmr/m/n/12 ,

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[]\OT1/cmr/m/n/12 If a ma-trix is cur-rently hy-per-sparse, it can be con-verte
d to non-hypersparse
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[][]\OT1/cmtt/m/n/12 GxB_BY_COL []\OT1/cmr/m/n/12 for-mat, as de-ter-mined by t
he last call to [][]\OT1/cmtt/m/n/12 GxB_set(GxB_FORMAT,...)

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\OT1/cmr/m/n/12 type of the [][]\OT1/cmtt/m/n/12 field []\OT1/cmr/m/n/12 pa-ram
-e-ter for the sec-ond ar-gu-ment of [][]\OT1/cmtt/m/n/12 GxB_set []\OT1/cmr/m/
n/12 and [][]\OT1/cmtt/m/n/12 GxB_get[]\OT1/cmr/m/n/12 ,

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[]    \OT1/cmtt/m/n/10 GxB_HYPER,      // defines switch to hypersparse format 
(a double value)[] 

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[]    \OT1/cmtt/m/n/10 GxB_MODE,           // mode passed to GrB_init (blocking
 or non-blocking)[] 
[80] [81] [82]
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\OT1/cmr/m/n/12 al-lelism. In this case, the [][]\OT1/cmtt/m/n/12 GxB_THREADING
 []\OT1/cmr/m/n/12 op-tion will re-turn ei-ther [][]\OT1/cmtt/m/n/12 GxB_THREAD
_NONE
[83]
Overfull \hbox (44.81151pt too wide) in paragraph at lines 4337--4342
\OT1/cmr/m/n/12 con-sis-tent with the other us-ages of this generic func-tion. 
Un-like [][]\OT1/cmtt/m/n/12 GrB_Descriptor_set[]\OT1/cmr/m/n/12 ,
[84]
Overfull \hbox (14.24648pt too wide) in paragraph at lines 4384--4384
[]    \OT1/cmtt/m/n/10 if (s == GxB_BY_COL) printf ("all new matrices are store
d by column\n") :[] 

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[]    \OT1/cmtt/m/n/10 if (mode == GrB_BLOCKING) printf ("GrB_init(GrB_BLOCKING
) was called.\n") :[] 
[85] [86] [87] [88]
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\OT1/cmr/m/n/12 MATLAB uses a colon no-ta-tion to in-dex into ma-tri-ces, such 
as [][]\OT1/cmtt/m/n/12 C=A(2:4,3:8)[]\OT1/cmr/m/n/12 ,
[89]
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[]\OT1/cmr/m/n/12 The [][]\OT1/cmtt/m/n/12 GrB_extract[]\OT1/cmr/m/n/12 , [][]\
OT1/cmtt/m/n/12 GrB_assign[]\OT1/cmr/m/n/12 , and [][]\OT1/cmtt/m/n/12 GrB_suba
ssign []\OT1/cmr/m/n/12 op-er-a-tions (de-scribed

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\OT1/cmr/m/n/12 the spe-cial value [][]\OT1/cmtt/m/n/12 ni = GxB_RANGE[]\OT1/cm
r/m/n/12 . The be-gin-ning in-dex is [][]\OT1/cmtt/m/n/12 I[GxB_BEGIN]
[90]
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 []    \OT1/cmtt/m/n/10 for (int64_t i = I [GxB_BEGIN] ; i <= I [GxB_END] ; i +
= I [GxB_INC])[] 
[91]
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 []    \OT1/cmtt/m/n/10 for (int64_t i = I [GxB_BEGIN] ; i >= I [GxB_END] ; i -
= I [GxB_INC])[] 
[92] [93] [94]
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[][]

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[95] [96]
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[][][]\OT1/cmtt/m/n/12 A.pattern[]\OT1/cmr/m/n/12 : a log-i-cal ma-trix hold-in
g the pat-tern; [][]\OT1/cmtt/m/n/12 A.pattern(i,j)=true
[97]
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[]\OT1/cmtt/m/n/10 T.matrix (:,:) = identity ;             % the identity of th
e semiring's monoid[] 

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[]\OT1/cmtt/m/n/10 T.class = multiply.ztype ;              % the ztype of the s
emiring's multiply op[] 

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[]\OT1/cmtt/m/n/10 A = cast (A.matrix, multiply.xtype) ;   % the xtype of the s
emiring's multiply op[] 

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[]\OT1/cmtt/m/n/10 B = cast (B.matrix, multiply.ytype) ;   % the ytype of the s
emiring's multiply op[] 
[98]
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\OT1/cmr/m/n/12 SuiteSparse:GraphBLAS in-cludes three dif-fer-ent meth-ods for 
com-put-ing [][]\OT1/cmtt/m/n/12 C<M>=A*B[]\OT1/cmr/m/n/12 ,
[99]
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 []    \OT1/cmtt/m/n/10 if M is present, or if A or B have a single column, or 
if B or A are dense:[] 
[100] [101] [102]
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[][]\OT1/cmtt/m/n/12 GrB_vxm []\OT1/cmr/m/n/12 in-stead of [][]\OT1/cmtt/m/n/12
 GrB_mxv[]\OT1/cmr/m/n/12 , since the de-fault for-mat in Suite-Sparse:GraphBLA
S
[103] [104]
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\OT1/cmr/m/n/12 side the out-put ma-trix [][]\OT1/cmtt/m/n/12 C []\OT1/cmr/m/n/
12 or vec-tor [][]\OT1/cmtt/m/n/12 w[]\OT1/cmr/m/n/12 , or for the the first ca
ll to [][]\OT1/cmtt/m/n/12 GrB_mxm(C,...)

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[105]
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[]\OT1/cmr/m/n/12 Let $\OMS/cmsy/m/n/12 
$ \OT1/cmr/m/n/12 de-note the bi-nary op-er-a-tor to be used. The com-pu-ta-tio
n $[]$
[106] [107] [108]
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[]\OT1/cmr/m/n/12 Let $\OMS/cmsy/m/n/12 ^^H$ \OT1/cmr/m/n/12 de-note the bi-nar
y op-er-a-tor to be used. The com-pu-ta-tion $[]$
[109] [110]
Overfull \hbox (35.24629pt too wide) in paragraph at lines 5694--5694
[]    \OT1/cmtt/m/n/10 p =  A.pattern & ~B.pattern ; T.matrix (p) = cast (A.mat
rix (p), add.ztype) ;[] 

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[]    \OT1/cmtt/m/n/10 p = ~A.pattern &  B.pattern ; T.matrix (p) = cast (B.mat
rix (p), add.ztype) ;[] 
[111] [112] [113]
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[][][]\OT1/cmtt/m/n/12 GrB_Col_extract []\OT1/cmr/m/n/12 ex-tracts a sub-vec-to
r from a ma-trix, iden-ti-cal to [][]\OT1/cmtt/m/n/12 t = A (I,j)
[114] [115]
Overfull \hbox (1.92638pt too wide) in paragraph at lines 5920--5920
[]    \OT1/cmtt/m/n/10 const GrB_Matrix Mask,          // optional mask for C(I
,J), unused if NULL[] 

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[][]

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[]\OT1/cmr/m/n/12 For sub-ma-trix as-sign-ment, [][]\OT1/cmtt/m/n/12 GxB_Matrix
_subassign[]\OT1/cmr/m/n/12 , the sub-ma-trix [][]\OT1/cmtt/m/n/12 C(I,J)
[116]
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[]\OT1/cmr/m/n/12 For sub-ma-trix as-sign-ment, $[]$ is com-puted, where
[117]
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[]    \OT1/cmtt/m/n/10 const GrB_Vector mask,          // optional mask for C(I
,j), unused if NULL[] 

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\OT1/cmr/m/n/12 col-umn in-dex (and thus [][]\OT1/cmtt/m/n/12 nj=1[]\OT1/cmr/m/
n/12 ), and where all ma-tri-ces in [][]\OT1/cmtt/m/n/12 GxB_Matrix_subassign

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[]    \OT1/cmtt/m/n/10 const GrB_Vector mask,          // optional mask for C(i
,J), unused if NULL[] 
[118]

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[119]

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[]    \OT1/cmtt/m/n/10 const GrB_Matrix Mask,          // optional mask for C(I
,J), unused if NULL[] 
[120] [121] [122]
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[]    \OT1/cmtt/m/n/10 const GrB_Vector mask,          // optional mask for C(:
,j), unused if NULL[] 

Overfull \hbox (59.74896pt too wide) in paragraph at lines 6327--6330
 []\OT1/cmr/bx/n/12 Performance con-sid-er-a-tions:[] [][]\OT1/cmtt/m/n/12 GrB_
Col_assign []\OT1/cmr/m/n/12 is much faster than [][]\OT1/cmtt/m/n/12 GrB_Row_a
ssign
[123]
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[]    \OT1/cmtt/m/n/10 const GrB_Vector mask,          // optional mask for C(i
,:), unused if NULL[] 

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 []\OT1/cmr/bx/n/12 Performance con-sid-er-a-tions:[] [][]\OT1/cmtt/m/n/12 GrB_
Col_assign []\OT1/cmr/m/n/12 is much faster than [][]\OT1/cmtt/m/n/12 GrB_Row_a
ssign
[124]

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[125] [126]
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[][]\OT1/cmtt/m/n/12 assign []\OT1/cmr/m/n/12 and [][]\OT1/cmtt/m/n/12 subassig
n[]\OT1/cmr/m/n/12 , re-sults are not de-fined for [][]\OT1/cmtt/m/n/12 GrB_Mat
rix_*assign[]\OT1/cmr/m/n/12 ,
[127]
Overfull \hbox (10.16943pt too wide) in paragraph at lines 6552--6559
[]\OT1/cmr/m/n/12 This no-ta-tion does not in-clude the de-tails of the [][]\OT
1/cmtt/m/n/12 GrB_SCMP []\OT1/cmr/m/n/12 and [][]\OT1/cmtt/m/n/12 GrB_REPLACE
[128]
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[][]

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[129] [130] [131] [132] [133]
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[]\OT1/cmr/m/n/12 The fol-low-ing guide-lines should be con-sid-ered when us-in
g [][]\OT1/cmtt/m/n/12 GxB_subassign[]\OT1/cmr/m/n/12 ,
[134]

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[135] [136] [137] [138] [139]
Overfull \hbox (1.92638pt too wide) in paragraph at lines 7142--7142
[]\OT1/cmtt/m/n/10 GrB_Info GxB_select                 // C<Mask> = accum (C, o
p(A,k)) or op(A',k)[] 

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[][]
[140] [141]

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[142]

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[143]

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[144]
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[][][]\OT1/cmtt/m/n/12 GrB_transpose []\OT1/cmr/m/n/12 trans-poses a ma-trix []
[]\OT1/cmtt/m/n/12 A[]\OT1/cmr/m/n/12 , just like the ar-ray trans-pose [][]\OT
1/cmtt/m/n/12 T = A.'
[145]
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[]\OT1/cmr/m/n/12 Since the in-put ma-trix [][]\OT1/cmtt/m/n/12 A []\OT1/cmr/m/
n/12 is trans-posed by the de-scrip-tor, SuiteSparse:Graph-
[146]
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[][][]\OT1/cmtt/m/n/12 GxB_kron []\OT1/cmr/m/n/12 com-putes the Kro-necker prod
-uct, $[]$ where 
[147]
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[]\OT1/cmr/m/n/12 The 9 dif-fer-ent ob-jects han-dled by Suite-Sparse:GraphBLAS
 are all opaque,

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[][]\OT1/cmtt/m/n/12 GrB_Matrix_extractTuples[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/
m/n/12 GrB_Matrix_extractElement[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GxB_Ma
trix_type[]\OT1/cmr/m/n/12 ,
[148]
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\OT1/cmr/m/n/12 As a re-sult, the ex-act con-tent and for-mat of what is printe
d is implementation-

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\OT1/cmr/m/n/12 dependent, and will change from ver-sion to ver-sion of Suite-S
parse:GraphBLAS.
[149]
Overfull \hbox (59.93402pt too wide) in paragraph at lines 7670--7672
[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Type_fprint (GrB_BOOL
, "boolean type", GxB_COMPLETE, f)
[150]
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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_UnaryOp_fprint (GrB_L
NOT, "not", GxB_COMPLETE, f)

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_BinaryOp_fprint (GrB_
PLUS_FP64, "plus", GxB_COMPLETE, f)

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_SelectOp_fprint (GxB_
TRIL, "tril", GxB_COMPLETE, f)
[151]
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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Monoid_fprint (GxB_PL
US_FP64_MONOID, "plus monoid",

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Semiring_fprint (GxB_
PLUS_TIMES_FP64, "standard",

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Descriptor_fprint (d,
 "descriptor", GxB_COMPLETE, f)
[152]
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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Matrix_fprint (A, "my
 matrix", GxB_SHORT, f) []\OT1/cmr/m/n/12 prints

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Vector_fprint (v, "my
 vector", GxB_SHORT, f) []\OT1/cmr/m/n/12 prints
[153]

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[154]
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[][]\OT1/cmtt/m/n/12 GrB_Type_new[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_B
inaryOp_new[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_Monoid_new[]\OT1/cmr/m/
n/12 , and [][]\OT1/cmtt/m/n/12 GrB_Semiring_new[]\OT1/cmr/m/n/12 .
[155]
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[]\OT1/cmr/m/n/12 Some user def-i-ni-tions such as the [][]\OT1/cmtt/m/n/12 sta
tic inline []\OT1/cmr/m/n/12 func-tions [][]\OT1/cmtt/m/n/12 my_complex_plus
[156] [157]
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\OT1/cmr/m/n/12 In ei-ther case, when the user ap-pli-ca-tion is fin-ished, it 
can do [][]\OT1/cmtt/m/n/12 GrB_free(My_Complex)[]\OT1/cmr/m/n/12 .

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\OT1/cmr/m/n/12 This safely does noth-ing if [][]\OT1/cmtt/m/n/12 My_Complex []
\OT1/cmr/m/n/12 is de-fined at compile-time with [][]\OT1/cmtt/m/n/12 GxB_Type_
define[]\OT1/cmr/m/n/12 ,

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\OT1/cmr/m/n/12 ma-trix, com-put-ing [][]\OT1/cmtt/m/n/12 C=A*B []\OT1/cmr/m/n/
12 via [][]\OT1/cmtt/m/n/12 GrB_mxm []\OT1/cmr/m/n/12 with the pre-compiled [][
]\OT1/cmtt/m/n/12 My_Complex_plus_times
[158] [159]
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[]\OT1/cmr/m/n/12 An ex-am-ple macro name con-flict oc-curs in the [][]\OT1/cmt
t/m/n/12 User/Example/my_complex.m4
[160]
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\OT1/cmr/m/n/12 a type when Suite-Sparse:GraphBLAS is com-piled. In-stead of th
e [][]\OT1/cmtt/m/n/12 sizeof(ctype)

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[]\OT1/cmr/m/n/12 sec-ond pa-ram-e-ter of [][]\OT1/cmtt/m/n/12 GrB_Type_new[]\O
T1/cmr/m/n/12 , the sec-ond pa-ram-e-ter [][]\OT1/cmtt/m/n/12 ctype []\OT1/cmr/
m/n/12 of [][]\OT1/cmtt/m/n/12 GxB_Type_define
[161] [162]
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[]\OT1/cmtt/m/n/10 GxB_Semiring_define(GrB_Semiring semiring, GrB_Monoid add, G
rB_BinaryOp mult) ;[] 

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\OT1/cmr/m/n/12 ram-e-ter is a [][]\OT1/cmtt/m/n/12 GrB_Monoid []\OT1/cmr/m/n/1
2 that is ei-ther pre-de-fined (such as [][]\OT1/cmtt/m/n/12 GxB_PLUS_TIMES_FP6
4[]\OT1/cmr/m/n/12 )
[163] [164] [165] [166]

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[]        \OT1/cmtt/m/n/10 GrB_vxm (neighbor_max, candidates, NULL, maxSelect1s
t, prob, A, r_desc) ;[] 
[167]
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[]        \OT1/cmtt/m/n/10 GrB_vxm (neighbor_max, candidates, NULL, maxSelect1s
t, prob, A, r_desc) ;[] 

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[]                                                                        \OT1/
cmtt/m/n/10 NULL) ;[] 

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\OT1/cmr/m/n/12 col-umn [][]\OT1/cmtt/m/n/12 A(:,j) []\OT1/cmr/m/n/12 is the ad
-ja-cency of node [][]\OT1/cmtt/m/n/12 j[]\OT1/cmr/m/n/12 , and the dot prod-uc
t [][]\OT1/cmtt/m/n/12 prob'*A(:,j)
[168] [169] [170] [171]

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[][]$\OT1/cmss/m/n/10 https : / / redislabs . com / blog / new-[]redisgraph-[]1
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OT1/cmr/m/n/10.95 , 16:157--166, 2016.

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[]\OT1/cmr/m/n/10.95 T. A Davis.  Cre-at-ing sparse finite-element ma-tri-ces i
n

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\OT1/cmr/m/n/10.95 MAT-LAB.  \OT1/cmr/m/it/10.95 Loren on the Art of MAT-LAB\OT
1/cmr/m/n/10.95 , Mar. 2007.

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\OT1/cmr/m/n/10.95 bra.  \OT1/cmr/m/it/10.95 ACM Trans. on Math. Soft-ware\OT1/
cmr/m/n/10.95 , (to ap-pear), 2019.

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\OT1/cmr/m/n/10.95 tri-ces: Mul-ti-pli-ca-tion and per-muted trans-po-si-tion. 
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\OT1/cmr/m/it/10.95 Trans-ac-tions on Math-e-mat-i-cal Soft-ware\OT1/cmr/m/n/10
.95 , 4(3):250--269, 1978.
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[]\OT1/cmr/m/n/10.95 J. Kep-ner.  Graph-BLAS math-e-mat-ics.  Tech-ni-cal re-po
rt,

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\OT1/cmr/m/n/10.95 2017.  [][]http://www.mit.edu/$\OMS/cmsy/m/n/10.95 ^^X$\OT1/
cmr/m/n/10.95 kepner/GraphBLAS/GraphBLAS-

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al in-

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\OT1/cmr/m/n/10.95 de-pen-dent set prob-lem.  \OT1/cmr/m/it/10.95 SIAM J. Com-p
ut.\OT1/cmr/m/n/10.95 , 15(4), 1986.

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[]\OT1/cmr/m/n/10.95 A. J. Wa-then.  Re-al-is-tic eigen-value bounds for the Ga
lerkin

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\OT1/cmr/m/n/10.95 mass ma-trix.  \OT1/cmr/m/it/10.95 IMA J. Nu-mer. Anal.\OT1/
cmr/m/n/10.95 , 7:449--457, 1987.
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\OT1/cmr/m/n/10.95 S. Ra-ja-man-ickam.  Fast lin-ear algebra-based tri-an-gle c
ount-

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\OT1/cmr/m/it/10.95 treme Com-put-ing Con-fer-ence (HPEC)\OT1/cmr/m/n/10.95 , p
ages 1--7, Sept 2017.
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[][]   
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\OT1/cmr/m/n/12 This count ex-cludes re-dun-dant Boolean op-er-a-tors (for ex-a
m-ple [][]\OT1/cmtt/m/n/12 GrB_TIMES_BOOL
[48] [49]
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[]    \OT1/cmtt/m/n/10 GrB_BinaryOp *multiply,         // returns multiply oper
ator of the semiring[] 
[50] [51]
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\OT1/cmr/m/n/12 of the given type. This is anal-o-gous to MAT-LAB state-ment []
[]\OT1/cmtt/m/n/12 v = sparse (n,1)[]\OT1/cmr/m/n/12 ,
[52]
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\OT1/cmr/m/n/12 MAT-LAB. The type and di-men-sion of [][]\OT1/cmtt/m/n/12 v []\
OT1/cmr/m/n/12 do not change. In Suite-Sparse:GraphBLAS,
[53]
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[][][]\OT1/cmtt/m/n/12 GxB_Vector_type []\OT1/cmr/m/n/12 re-turns the type of a
 vec-tor. Anal-o-gous to [][]\OT1/cmtt/m/n/12 type = class (v)
[54]
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\OT1/cmr/m/n/12 op-er-a-tion is ex-actly like set-ting a sin-gle en-try in an [
][]\OT1/cmtt/m/n/12 n[]\OT1/cmr/m/n/12 -by-1 ma-trix, [][]\OT1/cmtt/m/n/12 A(i,
0) = x[]\OT1/cmr/m/n/12 ,
[55]
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[][][]\OT1/cmtt/m/n/12 GrB_Vector_extractElement []\OT1/cmr/m/n/12 ex-tracts a 
sin-gle en-try from a vec-tor, [][]\OT1/cmtt/m/n/12 x = v(i)[]\OT1/cmr/m/n/12 .

[56] [57] [58]
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\OT1/cmr/m/n/12 MAT-LAB. The type and di-men-sions of [][]\OT1/cmtt/m/n/12 A []
\OT1/cmr/m/n/12 do not change. In SuiteSparse:Graph-

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[][][]\OT1/cmtt/m/n/12 GrB_Matrix_nrows []\OT1/cmr/m/n/12 re-turns the num-ber 
of rows of a ma-trix ([][]\OT1/cmtt/m/n/12 nrow=size(A,1)
[59]
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[][][]\OT1/cmtt/m/n/12 GrB_Matrix_ncols []\OT1/cmr/m/n/12 re-turns the num-ber 
of columns of a ma-trix ([][]\OT1/cmtt/m/n/12 ncols=size(A,2)
[60] [61] [62] [63]
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[][]\OT1/cmtt/m/n/12 GrB_Matrix_nrows[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 G
xB_Matrix_type[]\OT1/cmr/m/n/12 , and of course [][]\OT1/cmtt/m/n/12 GrB_Matrix
_setElement

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[][][]\OT1/cmtt/m/n/12 GrB_Matrix_extractElement []\OT1/cmr/m/n/12 ex-tracts a 
sin-gle en-try from a ma-trix [][]\OT1/cmtt/m/n/12 x=A(i,j)[]\OT1/cmr/m/n/12 . 

[64]
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[]\OT1/cmr/m/n/12 The num-ber of tu-ples in the ma-trix [][]\OT1/cmtt/m/n/12 A 
[]\OT1/cmr/m/n/12 is given by [][]\OT1/cmtt/m/n/12 GrB_Matrix_nvals(&anvals,A)[
]\OT1/cmr/m/n/12 .
[65] [66] [67] [68] [69]
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[][]\OT1/cmtt/m/n/12 desc [GrB_INP1] []\OT1/cmr/m/n/12 mod-i-fies the ma-trix p
a-ram-e-ter and [][]\OT1/cmtt/m/n/12 desc [GrB_INP0]

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[][][]\OT1/cmtt/m/n/12 GxB_AxB_HEAP[]\OT1/cmr/m/n/12 : a heap-based method, com
-put-ing [][]\OT1/cmtt/m/n/12 C(:,j)=A*B(:,j)
[70] [71]
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[][][]\OT1/cmtt/m/n/12 GrB_Descriptor_set []\OT1/cmr/m/n/12 sets a de-scrip-tor
 field ([][]\OT1/cmtt/m/n/12 GrB_OUTP[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 G
rB_MASK[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_INP0[]\OT1/cmr/m/n/12 ,

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[][]\OT1/cmtt/m/n/12 GrB_INP1[]\OT1/cmr/m/n/12 , or [][]\OT1/cmtt/m/n/12 GxB_Ax
B_METHOD[]\OT1/cmr/m/n/12 ) to a par-tic-u-lar value ([][]\OT1/cmtt/m/n/12 GxB_
DEFAULT[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_SCMP[]\OT1/cmr/m/n/12 ,

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[][]\OT1/cmtt/m/n/12 GrB_TRAN[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_REPLA
CE[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GxB_AxB_GUSTAVSON[]\OT1/cmr/m/n/12 ,
 [][]\OT1/cmtt/m/n/12 GxB_AxB_HEAP[]\OT1/cmr/m/n/12 , or [][]\OT1/cmtt/m/n/12 G
xB_AxB_DOT[]\OT1/cmr/m/n/12 ). 

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[][][]\OT1/cmtt/m/n/10.95 GrB_REPLACE[]\OT1/cmr/m/n/10.95 : Af-ter com-put-ing

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[]$\OT1/cmr/m/n/10.95 , the out-put \OT1/cmr/bx/n/10.95 C \OT1/cmr/m/n/10.95 is


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\OT1/cmr/m/n/10.95 cleared of all en-tries. Then

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\OT1/cmr/m/n/10.95 op-er-a-tion, while [][]\OT1/cmtt/m/n/10.95 Mask(i,j)=1

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[][][]\OT1/cmtt/m/n/10.95 GrB_TRAN[]\OT1/cmr/m/n/10.95 : The first in-put is

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\OT1/cmr/m/n/10.95 method is used to com-pute

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[]

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[72] [73] [74]
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[]    \OT1/cmtt/m/n/10 H = G ;                 // valid; creates a 2nd handle o
f the same object[] 

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[]    \OT1/cmtt/m/n/10 GrB_free (&G) ;         // valid; G is freed and set to 
NULL; H now undefined[] 
[75]
Overfull \hbox (0.7007pt too wide) in paragraph at lines 3889--3897
[]\OT1/cmr/m/n/12 SuiteSparse:GraphBLAS in-cludes two type-generic meth-ods, []
[]\OT1/cmtt/m/n/12 GxB_set []\OT1/cmr/m/n/12 and

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[][][]\OT1/cmtt/m/n/12 GxB_set (GrB_Matrix A, field, value) []\OT1/cmr/m/n/12 p
ro-vides hints to Suite-Sparse:

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[][]\OT1/cmtt/m/n/12 GrB_Descriptor_set[]\OT1/cmr/m/n/12 , just with a generic 
name. Ex-cept for [][]\OT1/cmtt/m/n/12 GxB_AxB_METHOD[]\OT1/cmr/m/n/12 ,

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[][][]\OT1/cmtt/m/n/12 GxB_get (GrB_Matrix A, field, &value) []\OT1/cmr/m/n/12 
re-trieves the cur-rent value

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[][][]\OT1/cmtt/m/n/12 GxB_get (GrB_Descriptor desc, field, &value) []\OT1/cmr/
m/n/12 re-trieves the value
[76]
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\OT1/cmr/m/n/12 Graph-BLAS API Spec-i-fi-ca-tion, where the breadth-first searc
h [][]\OT1/cmtt/m/n/12 BFS []\OT1/cmr/m/n/12 uses [][]\OT1/cmtt/m/n/12 GrB_vxm
[77]
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\OT1/cmr/m/n/12 can be com-piled with [][]\OT1/cmtt/m/n/12 -DBYCOL[]\OT1/cmr/m/
n/12 , which changes the de-fault for-mat to [][]\OT1/cmtt/m/n/12 GxB_BY_COL[]\
OT1/cmr/m/n/12 ,
[78]
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[]\OT1/cmr/m/n/12 If a ma-trix is cur-rently hy-per-sparse, it can be con-verte
d to non-hypersparse
[79]
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[][]\OT1/cmtt/m/n/12 GxB_BY_COL []\OT1/cmr/m/n/12 for-mat, as de-ter-mined by t
he last call to [][]\OT1/cmtt/m/n/12 GxB_set(GxB_FORMAT,...)

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\OT1/cmr/m/n/12 type of the [][]\OT1/cmtt/m/n/12 field []\OT1/cmr/m/n/12 pa-ram
-e-ter for the sec-ond ar-gu-ment of [][]\OT1/cmtt/m/n/12 GxB_set []\OT1/cmr/m/
n/12 and [][]\OT1/cmtt/m/n/12 GxB_get[]\OT1/cmr/m/n/12 ,

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[]    \OT1/cmtt/m/n/10 GxB_HYPER,      // defines switch to hypersparse format 
(a double value)[] 

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[]    \OT1/cmtt/m/n/10 GxB_MODE,           // mode passed to GrB_init (blocking
 or non-blocking)[] 
[80] [81] [82]
Overfull \hbox (35.86514pt too wide) in paragraph at lines 4247--4252
\OT1/cmr/m/n/12 al-lelism. In this case, the [][]\OT1/cmtt/m/n/12 GxB_THREADING
 []\OT1/cmr/m/n/12 op-tion will re-turn ei-ther [][]\OT1/cmtt/m/n/12 GxB_THREAD
_NONE
[83]
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\OT1/cmr/m/n/12 con-sis-tent with the other us-ages of this generic func-tion. 
Un-like [][]\OT1/cmtt/m/n/12 GrB_Descriptor_set[]\OT1/cmr/m/n/12 ,
[84]
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[]    \OT1/cmtt/m/n/10 if (s == GxB_BY_COL) printf ("all new matrices are store
d by column\n") :[] 

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[]    \OT1/cmtt/m/n/10 if (mode == GrB_BLOCKING) printf ("GrB_init(GrB_BLOCKING
) was called.\n") :[] 
[85] [86] [87] [88]
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\OT1/cmr/m/n/12 MATLAB uses a colon no-ta-tion to in-dex into ma-tri-ces, such 
as [][]\OT1/cmtt/m/n/12 C=A(2:4,3:8)[]\OT1/cmr/m/n/12 ,
[89]
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[]\OT1/cmr/m/n/12 The [][]\OT1/cmtt/m/n/12 GrB_extract[]\OT1/cmr/m/n/12 , [][]\
OT1/cmtt/m/n/12 GrB_assign[]\OT1/cmr/m/n/12 , and [][]\OT1/cmtt/m/n/12 GrB_suba
ssign []\OT1/cmr/m/n/12 op-er-a-tions (de-scribed

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\OT1/cmr/m/n/12 the spe-cial value [][]\OT1/cmtt/m/n/12 ni = GxB_RANGE[]\OT1/cm
r/m/n/12 . The be-gin-ning in-dex is [][]\OT1/cmtt/m/n/12 I[GxB_BEGIN]
[90]
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 []    \OT1/cmtt/m/n/10 for (int64_t i = I [GxB_BEGIN] ; i <= I [GxB_END] ; i +
= I [GxB_INC])[] 
[91]
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 []    \OT1/cmtt/m/n/10 for (int64_t i = I [GxB_BEGIN] ; i >= I [GxB_END] ; i -
= I [GxB_INC])[] 
[92] [93] [94]
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[][]

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[95] [96]
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[][][]\OT1/cmtt/m/n/12 A.pattern[]\OT1/cmr/m/n/12 : a log-i-cal ma-trix hold-in
g the pat-tern; [][]\OT1/cmtt/m/n/12 A.pattern(i,j)=true
[97]
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[]\OT1/cmtt/m/n/10 T.matrix (:,:) = identity ;             % the identity of th
e semiring's monoid[] 

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[]\OT1/cmtt/m/n/10 T.class = multiply.ztype ;              % the ztype of the s
emiring's multiply op[] 

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[]\OT1/cmtt/m/n/10 A = cast (A.matrix, multiply.xtype) ;   % the xtype of the s
emiring's multiply op[] 

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[]\OT1/cmtt/m/n/10 B = cast (B.matrix, multiply.ytype) ;   % the ytype of the s
emiring's multiply op[] 
[98]
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\OT1/cmr/m/n/12 SuiteSparse:GraphBLAS in-cludes three dif-fer-ent meth-ods for 
com-put-ing [][]\OT1/cmtt/m/n/12 C<M>=A*B[]\OT1/cmr/m/n/12 ,
[99]
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 []    \OT1/cmtt/m/n/10 if M is present, or if A or B have a single column, or 
if B or A are dense:[] 
[100] [101] [102]
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[][]\OT1/cmtt/m/n/12 GrB_vxm []\OT1/cmr/m/n/12 in-stead of [][]\OT1/cmtt/m/n/12
 GrB_mxv[]\OT1/cmr/m/n/12 , since the de-fault for-mat in Suite-Sparse:GraphBLA
S
[103] [104]
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\OT1/cmr/m/n/12 side the out-put ma-trix [][]\OT1/cmtt/m/n/12 C []\OT1/cmr/m/n/
12 or vec-tor [][]\OT1/cmtt/m/n/12 w[]\OT1/cmr/m/n/12 , or for the the first ca
ll to [][]\OT1/cmtt/m/n/12 GrB_mxm(C,...)
[105]
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[]\OT1/cmr/m/n/12 Let $\OMS/cmsy/m/n/12 
$ \OT1/cmr/m/n/12 de-note the bi-nary op-er-a-tor to be used. The com-pu-ta-tio
n $[]$
[106] [107] [108]
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[]\OT1/cmr/m/n/12 Let $\OMS/cmsy/m/n/12 ^^H$ \OT1/cmr/m/n/12 de-note the bi-nar
y op-er-a-tor to be used. The com-pu-ta-tion $[]$
[109] [110]
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[]    \OT1/cmtt/m/n/10 p =  A.pattern & ~B.pattern ; T.matrix (p) = cast (A.mat
rix (p), add.ztype) ;[] 

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[]    \OT1/cmtt/m/n/10 p = ~A.pattern &  B.pattern ; T.matrix (p) = cast (B.mat
rix (p), add.ztype) ;[] 
[111] [112] [113]
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[][][]\OT1/cmtt/m/n/12 GrB_Col_extract []\OT1/cmr/m/n/12 ex-tracts a sub-vec-to
r from a ma-trix, iden-ti-cal to [][]\OT1/cmtt/m/n/12 t = A (I,j)
[114] [115]
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[]    \OT1/cmtt/m/n/10 const GrB_Matrix Mask,          // optional mask for C(I
,J), unused if NULL[] 

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[][]

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[]\OT1/cmr/m/n/12 For sub-ma-trix as-sign-ment, [][]\OT1/cmtt/m/n/12 GxB_Matrix
_subassign[]\OT1/cmr/m/n/12 , the sub-ma-trix [][]\OT1/cmtt/m/n/12 C(I,J)
[116]
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[]\OT1/cmr/m/n/12 For sub-ma-trix as-sign-ment, $[]$ is com-puted, where
[117]
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[]    \OT1/cmtt/m/n/10 const GrB_Vector mask,          // optional mask for C(I
,j), unused if NULL[] 

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\OT1/cmr/m/n/12 col-umn in-dex (and thus [][]\OT1/cmtt/m/n/12 nj=1[]\OT1/cmr/m/
n/12 ), and where all ma-tri-ces in [][]\OT1/cmtt/m/n/12 GxB_Matrix_subassign

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[]    \OT1/cmtt/m/n/10 const GrB_Vector mask,          // optional mask for C(i
,J), unused if NULL[] 
[118]

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[119]

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[]    \OT1/cmtt/m/n/10 const GrB_Matrix Mask,          // optional mask for C(I
,J), unused if NULL[] 
[120] [121] [122]
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[]    \OT1/cmtt/m/n/10 const GrB_Vector mask,          // optional mask for C(:
,j), unused if NULL[] 

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 []\OT1/cmr/bx/n/12 Performance con-sid-er-a-tions:[] [][]\OT1/cmtt/m/n/12 GrB_
Col_assign []\OT1/cmr/m/n/12 is much faster than [][]\OT1/cmtt/m/n/12 GrB_Row_a
ssign
[123]
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[]    \OT1/cmtt/m/n/10 const GrB_Vector mask,          // optional mask for C(i
,:), unused if NULL[] 

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 []\OT1/cmr/bx/n/12 Performance con-sid-er-a-tions:[] [][]\OT1/cmtt/m/n/12 GrB_
Col_assign []\OT1/cmr/m/n/12 is much faster than [][]\OT1/cmtt/m/n/12 GrB_Row_a
ssign
[124]

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[125] [126]
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[][]\OT1/cmtt/m/n/12 assign []\OT1/cmr/m/n/12 and [][]\OT1/cmtt/m/n/12 subassig
n[]\OT1/cmr/m/n/12 , re-sults are not de-fined for [][]\OT1/cmtt/m/n/12 GrB_Mat
rix_*assign[]\OT1/cmr/m/n/12 ,
[127]
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[]\OT1/cmr/m/n/12 This no-ta-tion does not in-clude the de-tails of the [][]\OT
1/cmtt/m/n/12 GrB_SCMP []\OT1/cmr/m/n/12 and [][]\OT1/cmtt/m/n/12 GrB_REPLACE
[128]
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[][]

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[129] [130] [131] [132] [133]
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[]\OT1/cmr/m/n/12 The fol-low-ing guide-lines should be con-sid-ered when us-in
g [][]\OT1/cmtt/m/n/12 GxB_subassign[]\OT1/cmr/m/n/12 ,
[134]
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\OT1/cmr/m/n/12 by 3 mil-lion, with 14.3 mil-lion nonze-ros. With the vec-tors 
[][]\OT1/cmtt/m/n/12 I=randperm(n,5500)
[135] [136] [137] [138] [139]
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[]\OT1/cmtt/m/n/10 GrB_Info GxB_select                 // C<Mask> = accum (C, o
p(A,k)) or op(A',k)[] 

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[][]
[140] [141]

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[144]
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[][][]\OT1/cmtt/m/n/12 GrB_transpose []\OT1/cmr/m/n/12 trans-poses a ma-trix []
[]\OT1/cmtt/m/n/12 A[]\OT1/cmr/m/n/12 , just like the ar-ray trans-pose [][]\OT
1/cmtt/m/n/12 T = A.'
[145]
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[]\OT1/cmr/m/n/12 Since the in-put ma-trix [][]\OT1/cmtt/m/n/12 A []\OT1/cmr/m/
n/12 is trans-posed by the de-scrip-tor, SuiteSparse:Graph-
[146]
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[][][]\OT1/cmtt/m/n/12 GxB_kron []\OT1/cmr/m/n/12 com-putes the Kro-necker prod
-uct, $[]$ where 
[147]
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[]\OT1/cmr/m/n/12 The 9 dif-fer-ent ob-jects han-dled by Suite-Sparse:GraphBLAS
 are all opaque,

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[][]\OT1/cmtt/m/n/12 GrB_Matrix_extractTuples[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/
m/n/12 GrB_Matrix_extractElement[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GxB_Ma
trix_type[]\OT1/cmr/m/n/12 ,
[148]
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\OT1/cmr/m/n/12 As a re-sult, the ex-act con-tent and for-mat of what is printe
d is implementation-

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\OT1/cmr/m/n/12 dependent, and will change from ver-sion to ver-sion of Suite-S
parse:GraphBLAS.
[149]
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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Type_fprint (GrB_BOOL
, "boolean type", GxB_COMPLETE, f)
[150]
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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_UnaryOp_fprint (GrB_L
NOT, "not", GxB_COMPLETE, f)

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_BinaryOp_fprint (GrB_
PLUS_FP64, "plus", GxB_COMPLETE, f)

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_SelectOp_fprint (GxB_
TRIL, "tril", GxB_COMPLETE, f)
[151]
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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Monoid_fprint (GxB_PL
US_FP64_MONOID, "plus monoid",

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Semiring_fprint (GxB_
PLUS_TIMES_FP64, "standard",

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Descriptor_fprint (d,
 "descriptor", GxB_COMPLETE, f)
[152]
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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Matrix_fprint (A, "my
 matrix", GxB_SHORT, f) []\OT1/cmr/m/n/12 prints

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Vector_fprint (v, "my
 vector", GxB_SHORT, f) []\OT1/cmr/m/n/12 prints
[153] [154]
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[][]\OT1/cmtt/m/n/12 GrB_Type_new[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_B
inaryOp_new[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_Monoid_new[]\OT1/cmr/m/
n/12 , and [][]\OT1/cmtt/m/n/12 GrB_Semiring_new[]\OT1/cmr/m/n/12 .
[155]
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[]\OT1/cmr/m/n/12 Some user def-i-ni-tions such as the [][]\OT1/cmtt/m/n/12 sta
tic inline []\OT1/cmr/m/n/12 func-tions [][]\OT1/cmtt/m/n/12 my_complex_plus
[156] [157]
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\OT1/cmr/m/n/12 In ei-ther case, when the user ap-pli-ca-tion is fin-ished, it 
can do [][]\OT1/cmtt/m/n/12 GrB_free(My_Complex)[]\OT1/cmr/m/n/12 .

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\OT1/cmr/m/n/12 This safely does noth-ing if [][]\OT1/cmtt/m/n/12 My_Complex []
\OT1/cmr/m/n/12 is de-fined at compile-time with [][]\OT1/cmtt/m/n/12 GxB_Type_
define[]\OT1/cmr/m/n/12 ,

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\OT1/cmr/m/n/12 ma-trix, com-put-ing [][]\OT1/cmtt/m/n/12 C=A*B []\OT1/cmr/m/n/
12 via [][]\OT1/cmtt/m/n/12 GrB_mxm []\OT1/cmr/m/n/12 with the pre-compiled [][
]\OT1/cmtt/m/n/12 My_Complex_plus_times
[158] [159]
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[]\OT1/cmr/m/n/12 An ex-am-ple macro name con-flict oc-curs in the [][]\OT1/cmt
t/m/n/12 User/Example/my_complex.m4
[160]
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\OT1/cmr/m/n/12 a type when Suite-Sparse:GraphBLAS is com-piled. In-stead of th
e [][]\OT1/cmtt/m/n/12 sizeof(ctype)

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[]\OT1/cmr/m/n/12 sec-ond pa-ram-e-ter of [][]\OT1/cmtt/m/n/12 GrB_Type_new[]\O
T1/cmr/m/n/12 , the sec-ond pa-ram-e-ter [][]\OT1/cmtt/m/n/12 ctype []\OT1/cmr/
m/n/12 of [][]\OT1/cmtt/m/n/12 GxB_Type_define
[161] [162]
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[]\OT1/cmtt/m/n/10 GxB_Semiring_define(GrB_Semiring semiring, GrB_Monoid add, G
rB_BinaryOp mult) ;[] 

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\OT1/cmr/m/n/12 ram-e-ter is a [][]\OT1/cmtt/m/n/12 GrB_Monoid []\OT1/cmr/m/n/1
2 that is ei-ther pre-de-fined (such as [][]\OT1/cmtt/m/n/12 GxB_PLUS_TIMES_FP6
4[]\OT1/cmr/m/n/12 )
[163] [164] [165] [166]
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[]        \OT1/cmtt/m/n/10 GrB_vxm (neighbor_max, candidates, NULL, maxSelect1s
t, prob, A, r_desc) ;[] 
[167]
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[]        \OT1/cmtt/m/n/10 GrB_vxm (neighbor_max, candidates, NULL, maxSelect1s
t, prob, A, r_desc) ;[] 

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[]                                                                        \OT1/
cmtt/m/n/10 NULL) ;[] 

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\OT1/cmr/m/n/12 col-umn [][]\OT1/cmtt/m/n/12 A(:,j) []\OT1/cmr/m/n/12 is the ad
-ja-cency of node [][]\OT1/cmtt/m/n/12 j[]\OT1/cmr/m/n/12 , and the dot prod-uc
t [][]\OT1/cmtt/m/n/12 prob'*A(:,j)
[168] [169] [170] [171] [172] [173]
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\OT1/cmr/m/n/12 ca-tion to con-struct the tu-ple list, and is al-most as fast a
s us-ing [][]\OT1/cmtt/m/n/12 GrB_Matrix_build[]\OT1/cmr/m/n/12 .

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[]                    \OT1/cmtt/m/n/10 GrB_Matrix_setElement (F, em (krow,kcol)
, krow, kcol) ;[] 
[174] [175] [176] [177] [178]
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[][]

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[179]
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[]\OT1/cmr/bx/n/14.4 User ap-pli-ca-tions us-ing OpenMP or POSIX pthreads 

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\OT1/cmr/m/n/12 Two ex-am-ple demo pro-grams are in-cluded that il-lus-trate ho
w a multi-threaded
[180]
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[]\OT1/cmr/bx/n/17.28 Compiling and In-stalling Suite-Sparse:GraphBLAS 
[181]
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\OT1/cmr/m/n/12 pthreads. If OpenMP is present, it uses OpenMP crit-i-cal sec-t
ions for [][]\OT1/cmtt/m/n/12 GrB_wait

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[]\OT1/cmr/m/n/12 no user thread-ing: com-pile with [][]\OT1/cmtt/m/n/12 cmake 
-DUSER_NONE=1[]\OT1/cmr/m/n/12 . \OT1/cmr/bx/n/12 Graph-BLAS

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[][]\OT1/cmtt/m/n/12 GxB_BY_ROW []\OT1/cmr/m/n/12 for-mat. You can change the d
e-fault at com-pile time to [][]\OT1/cmtt/m/n/12 GxB_BY_COL
[182]
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[]    \OT1/cmtt/m/n/10.95 if (s == GxB_BY_COL) printf ("all new matrices are st
ored by column\n") :[] 

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\OT1/cmr/m/n/12 Then do [][]\OT1/cmtt/m/n/12 make []\OT1/cmr/m/n/12 in the [][]
\OT1/cmtt/m/n/12 build []\OT1/cmr/m/n/12 di-rec-tory. If this still fails, see 
the [][]\OT1/cmtt/m/n/12 CMakeLists.txt

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[]        \OT1/cmtt/m/n/10.95 # cmake 2.8 workaround: gcc needs to be told to d
o ANSI C11.[] 
[183]
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[]\OT1/cmr/m/n/12 To com-pile Suite-Sparse:GraphBLAS with-out run-ning the de-m
os, use [][]\OT1/cmtt/m/n/12 make library

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[]\OT1/cmr/m/n/12 file, but these are meant only for code de-vel-op-ment of Sui
te-Sparse:GraphBLAS

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\OT1/cmr/m/n/12 To in-stall the li-brary (typ-i-cally in [][]\OT1/cmtt/m/n/12 /
usr/local/lib []\OT1/cmr/m/n/12 and [][]\OT1/cmtt/m/n/12 /usr/local/include
[184]
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\OT1/cmss/m/n/12 redislabs . com / redis-[]enterprise / technology / redisgraph
/$[][]\OT1/cmr/m/n/12 ), a graph database mod-

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[][]$\OT1/cmss/m/n/10 https : / / redislabs . com / blog / new-[]redisgraph-[]1
-[]0-[]achieves-[]600x-[]faster-[]performance-[]graph-[]databases/$[][]\OT1/cmr
/m/n/12 ). 
[185] (./GraphBLAS_UserGuide.bbl
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[]\OT1/cmr/m/n/10.95 A. Bulu^^Xc and J. Gilbert.  Par-al-lel sparse matrix-matr
ix

Underfull \hbox (badness 1210) in paragraph at lines 20--26
\OT1/cmr/m/n/10.95 mul-ti-pli-ca-tion and in-dex-ing: Im-ple-men-ta-tion and ex
-per-i-ments.

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[]\OT1/cmr/m/n/10.95 P. Burkhardt.  Graph-ing tril-lions of tri-an-

Underfull \hbox (badness 10000) in paragraph at lines 43--48
\OT1/cmr/m/n/10.95 gles.  \OT1/cmr/m/it/10.95 In-for-ma-tion Vi-su-al-iza-tion\
OT1/cmr/m/n/10.95 , 16:157--166, 2016.

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[]\OT1/cmr/m/n/10 Provides a ba-sic overview of many sparse ma-trix al-go-

Underfull \hbox (badness 1859) in paragraph at lines 60--67
\OT1/cmr/m/n/10 rithms and a sim-ple sparse ma-trix data struc-ture. The

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[]\OT1/cmr/m/n/10.95 T. A Davis.  Cre-at-ing sparse finite-element ma-tri-ces i
n

Underfull \hbox (badness 5490) in paragraph at lines 70--75
\OT1/cmr/m/n/10.95 MAT-LAB.  \OT1/cmr/m/it/10.95 Loren on the Art of MAT-LAB\OT
1/cmr/m/n/10.95 , Mar. 2007.

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\OT1/cmr/m/n/10.95 Loren Shure, ed-i-tor. Pub-lished by The Math-Works, Nat-
[186]
Underfull \hbox (badness 10000) in paragraph at lines 84--90
[]\OT1/cmr/m/n/10.95 T. A. Davis.  Al-go-rithm 9xx: Suite-Sparse:GraphBLAS:

Underfull \hbox (badness 10000) in paragraph at lines 84--90
\OT1/cmr/m/n/10.95 graph al-go-rithms in the lan-guage of sparse lin-ear al-ge-


Underfull \hbox (badness 2932) in paragraph at lines 84--90
\OT1/cmr/m/n/10.95 bra.  \OT1/cmr/m/it/10.95 ACM Trans. on Math. Soft-ware\OT1/
cmr/m/n/10.95 , (to ap-pear), 2019.

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[]\OT1/cmr/m/n/10.95 F. G. Gus-tavson.  Two fast al-go-rithms for sparse ma-

Underfull \hbox (badness 5231) in paragraph at lines 130--136
\OT1/cmr/m/n/10.95 tri-ces: Mul-ti-pli-ca-tion and per-muted trans-po-si-tion. 
 \OT1/cmr/m/it/10.95 ACM

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\OT1/cmr/m/it/10.95 Trans-ac-tions on Math-e-mat-i-cal Soft-ware\OT1/cmr/m/n/10
.95 , 4(3):250--269, 1978.
[187]
Underfull \hbox (badness 4454) in paragraph at lines 147--152
[]\OT1/cmr/m/n/10.95 J. Kep-ner.  Graph-BLAS math-e-mat-ics.  Tech-ni-cal re-po
rt,

Underfull \hbox (badness 4621) in paragraph at lines 147--152
\OT1/cmr/m/n/10.95 2017.  [][]http://www.mit.edu/$\OMS/cmsy/m/n/10.95 ^^X$\OT1/
cmr/m/n/10.95 kepner/GraphBLAS/GraphBLAS-

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[]\OT1/cmr/m/n/10.95 M. Luby.  A sim-ple par-al-lel al-go-rithm for the max-i-m
al in-

Underfull \hbox (badness 4341) in paragraph at lines 183--188
\OT1/cmr/m/n/10.95 de-pen-dent set prob-lem.  \OT1/cmr/m/it/10.95 SIAM J. Com-p
ut.\OT1/cmr/m/n/10.95 , 15(4), 1986.

Underfull \hbox (badness 1226) in paragraph at lines 191--196
[]\OT1/cmr/m/n/10.95 A. J. Wa-then.  Re-al-is-tic eigen-value bounds for the Ga
lerkin

Underfull \hbox (badness 6944) in paragraph at lines 191--196
\OT1/cmr/m/n/10.95 mass ma-trix.  \OT1/cmr/m/it/10.95 IMA J. Nu-mer. Anal.\OT1/
cmr/m/n/10.95 , 7:449--457, 1987.
[188]
Underfull \hbox (badness 2205) in paragraph at lines 205--211
\OT1/cmr/m/n/10.95 S. Ra-ja-man-ickam.  Fast lin-ear algebra-based tri-an-gle c
ount-

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\OT1/cmr/m/it/10.95 treme Com-put-ing Con-fer-ence (HPEC)\OT1/cmr/m/n/10.95 , p
ages 1--7, Sept 2017.
) [189] (./GraphBLAS_UserGuide.aux) )
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 [][] [][][]\OT1/cmr/m/n/10.95 Performance of \OT1/cmss/m/n/10.95 GxB[]subassig
n\OT1/cmr/m/n/10.95 , \OT1/cmss/m/n/10.95 GrB[]assign \OT1/cmr/m/n/10.95 and \O
T1/cmss/m/n/10.95 GrB[]*[]setElement[][] [][]  
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[]\OT1/cmr/m/n/12 New ex-ten-sions to Graph-BLAS in this ver-sion in-clude [][]
\OT1/cmtt/m/n/12 GxB_get[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GxB_set[]\OT1/
cmr/m/n/12 ,
[8] [9]
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[]\OT1/cmr/m/it/12 Graph Al-go-rithms in the Lan-guage on Lin-ear Al-ge-bra\OT1
/cmr/m/n/12 , Kep-ner and Gilbert,
[10] [11] [12] [13] [14]
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[]\OT1/cmr/m/n/12 The Ac-cu-mu-la-tor Phase is fol-lowed by the Mask/Replace Ph
ase, $[]$

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[]   \OT1/cmtt/m/n/10 p =  C.pattern &  T.pattern ; Z.matrix (p) = accum (C.mat
rix (p), T.matrix (p));[] 
[15] [16] [17]
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\OT1/cmr/m/n/12 ANSI C. Yet C leaves some type-cast-ing un-de-fined. Suite-Spar
se:GraphBLAS
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[]    \OT1/cmtt/m/n/10 ... use features from version 1.4.0 of a specific GraphB
LAS implementation[] 
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\OT1/cmr/m/n/12 namely: [][]\OT1/cmtt/m/n/12 GrB_*_nvals[]\OT1/cmr/m/n/12 , [][
]\OT1/cmtt/m/n/12 GrB_*_extractElement[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 
GrB_*_extractTuples[]\OT1/cmr/m/n/12 , and
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\OT1/cmr/m/n/12 spe-cific ob-jects, [][]\OT1/cmtt/m/n/12 GrB_*_nvals[]\OT1/cmr/
m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_*_extractElement[]\OT1/cmr/m/n/12 , [][]\OT1/
cmtt/m/n/12 GrB_*_extractTuples[]\OT1/cmr/m/n/12 ,
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[]   

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[]\OT1/cmr/bx/n/12 SPEC: \OT1/cmr/m/n/12 Suite-Sparse:GraphBLAS pre-de-fines al
l unique monoids and semir-
[29] [30] [31]
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[][]\OT1/cmtt/m/n/12 GxB_Type_size (&s, GrB_INT32) []\OT1/cmr/m/n/12 sets [][]\
OT1/cmtt/m/n/12 s []\OT1/cmr/m/n/12 to 4, the same as [][]\OT1/cmtt/m/n/12 size
of(int32_t)[]\OT1/cmr/m/n/12 . 
[32] [33]

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[]\OT1/cmtt/m/n/10 GrB_Info GrB_UnaryOp_new            // create a new user-def
ined unary operator[] 
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[][]   
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\OT1/cmr/m/n/12 XOR op-er-a-tors. With-out the [][]\OT1/cmtt/m/n/12 _$\OML/cmm/
m/it/12 T$ []\OT1/cmr/m/n/12 suf-fix, the three op-er-a-tors [][]\OT1/cmtt/m/n/
12 GrB_LOR[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_LAND[]\OT1/cmr/m/n/12 ,
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[41]
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[]\OT1/cmr/bx/n/14.4 SuiteSparse:GraphBLAS se-lect op-er-a-tors: \OT1/cmss/m/n/
14.4 GxB[]SelectOp 

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[]    \OT1/cmtt/m/n/10 const void *x,          // value of A(i,j), or NULL if f
 is type-generic[] 
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[44]
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[][]   
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\OT1/cmr/m/n/12 This count ex-cludes re-dun-dant Boolean op-er-a-tors (for ex-a
m-ple [][]\OT1/cmtt/m/n/12 GrB_TIMES_BOOL
[48] [49]
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[]    \OT1/cmtt/m/n/10 GrB_BinaryOp *multiply,         // returns multiply oper
ator of the semiring[] 
[50] [51]
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\OT1/cmr/m/n/12 of the given type. This is anal-o-gous to MAT-LAB state-ment []
[]\OT1/cmtt/m/n/12 v = sparse (n,1)[]\OT1/cmr/m/n/12 ,
[52]
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\OT1/cmr/m/n/12 MAT-LAB. The type and di-men-sion of [][]\OT1/cmtt/m/n/12 v []\
OT1/cmr/m/n/12 do not change. In Suite-Sparse:GraphBLAS,
[53]
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[][][]\OT1/cmtt/m/n/12 GxB_Vector_type []\OT1/cmr/m/n/12 re-turns the type of a
 vec-tor. Anal-o-gous to [][]\OT1/cmtt/m/n/12 type = class (v)
[54]
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\OT1/cmr/m/n/12 op-er-a-tion is ex-actly like set-ting a sin-gle en-try in an [
][]\OT1/cmtt/m/n/12 n[]\OT1/cmr/m/n/12 -by-1 ma-trix, [][]\OT1/cmtt/m/n/12 A(i,
0) = x[]\OT1/cmr/m/n/12 ,
[55]
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[][][]\OT1/cmtt/m/n/12 GrB_Vector_extractElement []\OT1/cmr/m/n/12 ex-tracts a 
sin-gle en-try from a vec-tor, [][]\OT1/cmtt/m/n/12 x = v(i)[]\OT1/cmr/m/n/12 .

[56] [57] [58]
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\OT1/cmr/m/n/12 MAT-LAB. The type and di-men-sions of [][]\OT1/cmtt/m/n/12 A []
\OT1/cmr/m/n/12 do not change. In SuiteSparse:Graph-

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[][][]\OT1/cmtt/m/n/12 GrB_Matrix_nrows []\OT1/cmr/m/n/12 re-turns the num-ber 
of rows of a ma-trix ([][]\OT1/cmtt/m/n/12 nrow=size(A,1)
[59]
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[][][]\OT1/cmtt/m/n/12 GrB_Matrix_ncols []\OT1/cmr/m/n/12 re-turns the num-ber 
of columns of a ma-trix ([][]\OT1/cmtt/m/n/12 ncols=size(A,2)
[60] [61] [62] [63]
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[][]\OT1/cmtt/m/n/12 GrB_Matrix_nrows[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 G
xB_Matrix_type[]\OT1/cmr/m/n/12 , and of course [][]\OT1/cmtt/m/n/12 GrB_Matrix
_setElement

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[][][]\OT1/cmtt/m/n/12 GrB_Matrix_extractElement []\OT1/cmr/m/n/12 ex-tracts a 
sin-gle en-try from a ma-trix [][]\OT1/cmtt/m/n/12 x=A(i,j)[]\OT1/cmr/m/n/12 . 

[64]
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[]\OT1/cmr/m/n/12 The num-ber of tu-ples in the ma-trix [][]\OT1/cmtt/m/n/12 A 
[]\OT1/cmr/m/n/12 is given by [][]\OT1/cmtt/m/n/12 GrB_Matrix_nvals(&anvals,A)[
]\OT1/cmr/m/n/12 .
[65] [66] [67] [68] [69]
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[][]\OT1/cmtt/m/n/12 desc [GrB_INP1] []\OT1/cmr/m/n/12 mod-i-fies the ma-trix p
a-ram-e-ter and [][]\OT1/cmtt/m/n/12 desc [GrB_INP0]

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[][][]\OT1/cmtt/m/n/12 GxB_AxB_HEAP[]\OT1/cmr/m/n/12 : a heap-based method, com
-put-ing [][]\OT1/cmtt/m/n/12 C(:,j)=A*B(:,j)
[70] [71]
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[][][]\OT1/cmtt/m/n/12 GrB_Descriptor_set []\OT1/cmr/m/n/12 sets a de-scrip-tor
 field ([][]\OT1/cmtt/m/n/12 GrB_OUTP[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 G
rB_MASK[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_INP0[]\OT1/cmr/m/n/12 ,

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[][]\OT1/cmtt/m/n/12 GrB_INP1[]\OT1/cmr/m/n/12 , or [][]\OT1/cmtt/m/n/12 GxB_Ax
B_METHOD[]\OT1/cmr/m/n/12 ) to a par-tic-u-lar value ([][]\OT1/cmtt/m/n/12 GxB_
DEFAULT[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_SCMP[]\OT1/cmr/m/n/12 ,

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[][]\OT1/cmtt/m/n/12 GrB_TRAN[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_REPLA
CE[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GxB_AxB_GUSTAVSON[]\OT1/cmr/m/n/12 ,
 [][]\OT1/cmtt/m/n/12 GxB_AxB_HEAP[]\OT1/cmr/m/n/12 , or [][]\OT1/cmtt/m/n/12 G
xB_AxB_DOT[]\OT1/cmr/m/n/12 ). 

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[][][]\OT1/cmtt/m/n/10.95 GrB_REPLACE[]\OT1/cmr/m/n/10.95 : Af-ter com-put-ing

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[]$\OT1/cmr/m/n/10.95 , the out-put \OT1/cmr/bx/n/10.95 C \OT1/cmr/m/n/10.95 is


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\OT1/cmr/m/n/10.95 cleared of all en-tries. Then

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\OT1/cmr/m/n/10.95 op-er-a-tion, while [][]\OT1/cmtt/m/n/10.95 Mask(i,j)=1

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[]

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[72] [73] [74]
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[]    \OT1/cmtt/m/n/10 H = G ;                 // valid; creates a 2nd handle o
f the same object[] 

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[]    \OT1/cmtt/m/n/10 GrB_free (&G) ;         // valid; G is freed and set to 
NULL; H now undefined[] 
[75]
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[]\OT1/cmr/m/n/12 SuiteSparse:GraphBLAS in-cludes two type-generic meth-ods, []
[]\OT1/cmtt/m/n/12 GxB_set []\OT1/cmr/m/n/12 and

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[][][]\OT1/cmtt/m/n/12 GxB_set (GrB_Matrix A, field, value) []\OT1/cmr/m/n/12 p
ro-vides hints to Suite-Sparse:

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[][]\OT1/cmtt/m/n/12 GrB_Descriptor_set[]\OT1/cmr/m/n/12 , just with a generic 
name. Ex-cept for [][]\OT1/cmtt/m/n/12 GxB_AxB_METHOD[]\OT1/cmr/m/n/12 ,

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[][][]\OT1/cmtt/m/n/12 GxB_get (GrB_Matrix A, field, &value) []\OT1/cmr/m/n/12 
re-trieves the cur-rent value

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[][][]\OT1/cmtt/m/n/12 GxB_get (GrB_Descriptor desc, field, &value) []\OT1/cmr/
m/n/12 re-trieves the value
[76]
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\OT1/cmr/m/n/12 Graph-BLAS API Spec-i-fi-ca-tion, where the breadth-first searc
h [][]\OT1/cmtt/m/n/12 BFS []\OT1/cmr/m/n/12 uses [][]\OT1/cmtt/m/n/12 GrB_vxm
[77]
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\OT1/cmr/m/n/12 can be com-piled with [][]\OT1/cmtt/m/n/12 -DBYCOL[]\OT1/cmr/m/
n/12 , which changes the de-fault for-mat to [][]\OT1/cmtt/m/n/12 GxB_BY_COL[]\
OT1/cmr/m/n/12 ,
[78]
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[]\OT1/cmr/m/n/12 If a ma-trix is cur-rently hy-per-sparse, it can be con-verte
d to non-hypersparse
[79]
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[][]\OT1/cmtt/m/n/12 GxB_BY_COL []\OT1/cmr/m/n/12 for-mat, as de-ter-mined by t
he last call to [][]\OT1/cmtt/m/n/12 GxB_set(GxB_FORMAT,...)

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\OT1/cmr/m/n/12 type of the [][]\OT1/cmtt/m/n/12 field []\OT1/cmr/m/n/12 pa-ram
-e-ter for the sec-ond ar-gu-ment of [][]\OT1/cmtt/m/n/12 GxB_set []\OT1/cmr/m/
n/12 and [][]\OT1/cmtt/m/n/12 GxB_get[]\OT1/cmr/m/n/12 ,

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[]    \OT1/cmtt/m/n/10 GxB_HYPER,      // defines switch to hypersparse format 
(a double value)[] 

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[]    \OT1/cmtt/m/n/10 GxB_MODE,           // mode passed to GrB_init (blocking
 or non-blocking)[] 
[80] [81] [82]
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\OT1/cmr/m/n/12 al-lelism. In this case, the [][]\OT1/cmtt/m/n/12 GxB_THREADING
 []\OT1/cmr/m/n/12 op-tion will re-turn ei-ther [][]\OT1/cmtt/m/n/12 GxB_THREAD
_NONE
[83]
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\OT1/cmr/m/n/12 con-sis-tent with the other us-ages of this generic func-tion. 
Un-like [][]\OT1/cmtt/m/n/12 GrB_Descriptor_set[]\OT1/cmr/m/n/12 ,
[84]
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[]    \OT1/cmtt/m/n/10 if (s == GxB_BY_COL) printf ("all new matrices are store
d by column\n") :[] 

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[]    \OT1/cmtt/m/n/10 if (mode == GrB_BLOCKING) printf ("GrB_init(GrB_BLOCKING
) was called.\n") :[] 
[85] [86] [87] [88]
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\OT1/cmr/m/n/12 MATLAB uses a colon no-ta-tion to in-dex into ma-tri-ces, such 
as [][]\OT1/cmtt/m/n/12 C=A(2:4,3:8)[]\OT1/cmr/m/n/12 ,
[89]
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[]\OT1/cmr/m/n/12 The [][]\OT1/cmtt/m/n/12 GrB_extract[]\OT1/cmr/m/n/12 , [][]\
OT1/cmtt/m/n/12 GrB_assign[]\OT1/cmr/m/n/12 , and [][]\OT1/cmtt/m/n/12 GrB_suba
ssign []\OT1/cmr/m/n/12 op-er-a-tions (de-scribed

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\OT1/cmr/m/n/12 the spe-cial value [][]\OT1/cmtt/m/n/12 ni = GxB_RANGE[]\OT1/cm
r/m/n/12 . The be-gin-ning in-dex is [][]\OT1/cmtt/m/n/12 I[GxB_BEGIN]
[90]
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 []    \OT1/cmtt/m/n/10 for (int64_t i = I [GxB_BEGIN] ; i <= I [GxB_END] ; i +
= I [GxB_INC])[] 
[91]
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 []    \OT1/cmtt/m/n/10 for (int64_t i = I [GxB_BEGIN] ; i >= I [GxB_END] ; i -
= I [GxB_INC])[] 
[92] [93] [94]
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[][]

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[95] [96]
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[][][]\OT1/cmtt/m/n/12 A.pattern[]\OT1/cmr/m/n/12 : a log-i-cal ma-trix hold-in
g the pat-tern; [][]\OT1/cmtt/m/n/12 A.pattern(i,j)=true
[97]
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[]\OT1/cmtt/m/n/10 T.matrix (:,:) = identity ;             % the identity of th
e semiring's monoid[] 

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[]\OT1/cmtt/m/n/10 T.class = multiply.ztype ;              % the ztype of the s
emiring's multiply op[] 

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[]\OT1/cmtt/m/n/10 A = cast (A.matrix, multiply.xtype) ;   % the xtype of the s
emiring's multiply op[] 

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[]\OT1/cmtt/m/n/10 B = cast (B.matrix, multiply.ytype) ;   % the ytype of the s
emiring's multiply op[] 
[98]
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\OT1/cmr/m/n/12 SuiteSparse:GraphBLAS in-cludes three dif-fer-ent meth-ods for 
com-put-ing [][]\OT1/cmtt/m/n/12 C<M>=A*B[]\OT1/cmr/m/n/12 ,
[99]
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 []    \OT1/cmtt/m/n/10 if M is present, or if A or B have a single column, or 
if B or A are dense:[] 
[100] [101] [102]
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[][]\OT1/cmtt/m/n/12 GrB_vxm []\OT1/cmr/m/n/12 in-stead of [][]\OT1/cmtt/m/n/12
 GrB_mxv[]\OT1/cmr/m/n/12 , since the de-fault for-mat in Suite-Sparse:GraphBLA
S
[103] [104]
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\OT1/cmr/m/n/12 side the out-put ma-trix [][]\OT1/cmtt/m/n/12 C []\OT1/cmr/m/n/
12 or vec-tor [][]\OT1/cmtt/m/n/12 w[]\OT1/cmr/m/n/12 , or for the the first ca
ll to [][]\OT1/cmtt/m/n/12 GrB_mxm(C,...)
[105]
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[]\OT1/cmr/m/n/12 Let $\OMS/cmsy/m/n/12 
$ \OT1/cmr/m/n/12 de-note the bi-nary op-er-a-tor to be used. The com-pu-ta-tio
n $[]$
[106] [107] [108]
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[]\OT1/cmr/m/n/12 Let $\OMS/cmsy/m/n/12 ^^H$ \OT1/cmr/m/n/12 de-note the bi-nar
y op-er-a-tor to be used. The com-pu-ta-tion $[]$
[109] [110]
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[]    \OT1/cmtt/m/n/10 p =  A.pattern & ~B.pattern ; T.matrix (p) = cast (A.mat
rix (p), add.ztype) ;[] 

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[]    \OT1/cmtt/m/n/10 p = ~A.pattern &  B.pattern ; T.matrix (p) = cast (B.mat
rix (p), add.ztype) ;[] 
[111] [112] [113]
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[][][]\OT1/cmtt/m/n/12 GrB_Col_extract []\OT1/cmr/m/n/12 ex-tracts a sub-vec-to
r from a ma-trix, iden-ti-cal to [][]\OT1/cmtt/m/n/12 t = A (I,j)
[114] [115]
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[]    \OT1/cmtt/m/n/10 const GrB_Matrix Mask,          // optional mask for C(I
,J), unused if NULL[] 

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[][]

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[]\OT1/cmr/m/n/12 For sub-ma-trix as-sign-ment, [][]\OT1/cmtt/m/n/12 GxB_Matrix
_subassign[]\OT1/cmr/m/n/12 , the sub-ma-trix [][]\OT1/cmtt/m/n/12 C(I,J)
[116]
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[]\OT1/cmr/m/n/12 For sub-ma-trix as-sign-ment, $[]$ is com-puted, where
[117]
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[]    \OT1/cmtt/m/n/10 const GrB_Vector mask,          // optional mask for C(I
,j), unused if NULL[] 

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\OT1/cmr/m/n/12 col-umn in-dex (and thus [][]\OT1/cmtt/m/n/12 nj=1[]\OT1/cmr/m/
n/12 ), and where all ma-tri-ces in [][]\OT1/cmtt/m/n/12 GxB_Matrix_subassign

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[]    \OT1/cmtt/m/n/10 const GrB_Vector mask,          // optional mask for C(i
,J), unused if NULL[] 
[118]

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[119]

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[]    \OT1/cmtt/m/n/10 const GrB_Matrix Mask,          // optional mask for C(I
,J), unused if NULL[] 
[120] [121] [122]
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[]    \OT1/cmtt/m/n/10 const GrB_Vector mask,          // optional mask for C(:
,j), unused if NULL[] 

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 []\OT1/cmr/bx/n/12 Performance con-sid-er-a-tions:[] [][]\OT1/cmtt/m/n/12 GrB_
Col_assign []\OT1/cmr/m/n/12 is much faster than [][]\OT1/cmtt/m/n/12 GrB_Row_a
ssign
[123]
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[]    \OT1/cmtt/m/n/10 const GrB_Vector mask,          // optional mask for C(i
,:), unused if NULL[] 

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 []\OT1/cmr/bx/n/12 Performance con-sid-er-a-tions:[] [][]\OT1/cmtt/m/n/12 GrB_
Col_assign []\OT1/cmr/m/n/12 is much faster than [][]\OT1/cmtt/m/n/12 GrB_Row_a
ssign
[124]

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[125] [126]
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[][]\OT1/cmtt/m/n/12 assign []\OT1/cmr/m/n/12 and [][]\OT1/cmtt/m/n/12 subassig
n[]\OT1/cmr/m/n/12 , re-sults are not de-fined for [][]\OT1/cmtt/m/n/12 GrB_Mat
rix_*assign[]\OT1/cmr/m/n/12 ,
[127]
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[]\OT1/cmr/m/n/12 This no-ta-tion does not in-clude the de-tails of the [][]\OT
1/cmtt/m/n/12 GrB_SCMP []\OT1/cmr/m/n/12 and [][]\OT1/cmtt/m/n/12 GrB_REPLACE
[128]
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[][]

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[129] [130] [131] [132] [133]
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[]\OT1/cmr/m/n/12 The fol-low-ing guide-lines should be con-sid-ered when us-in
g [][]\OT1/cmtt/m/n/12 GxB_subassign[]\OT1/cmr/m/n/12 ,
[134]
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\OT1/cmr/m/n/12 by 3 mil-lion, with 14.3 mil-lion nonze-ros. With the vec-tors 
[][]\OT1/cmtt/m/n/12 I=randperm(n,5500)
[135] [136] [137] [138] [139]
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[]\OT1/cmtt/m/n/10 GrB_Info GxB_select                 // C<Mask> = accum (C, o
p(A,k)) or op(A',k)[] 

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[][]
[140] [141]

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[142]

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[143]

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[144]
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[][][]\OT1/cmtt/m/n/12 GrB_transpose []\OT1/cmr/m/n/12 trans-poses a ma-trix []
[]\OT1/cmtt/m/n/12 A[]\OT1/cmr/m/n/12 , just like the ar-ray trans-pose [][]\OT
1/cmtt/m/n/12 T = A.'
[145]
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[]\OT1/cmr/m/n/12 Since the in-put ma-trix [][]\OT1/cmtt/m/n/12 A []\OT1/cmr/m/
n/12 is trans-posed by the de-scrip-tor, SuiteSparse:Graph-
[146]
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[][][]\OT1/cmtt/m/n/12 GxB_kron []\OT1/cmr/m/n/12 com-putes the Kro-necker prod
-uct, $[]$ where 
[147]
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[]\OT1/cmr/m/n/12 The 9 dif-fer-ent ob-jects han-dled by Suite-Sparse:GraphBLAS
 are all opaque,

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[][]\OT1/cmtt/m/n/12 GrB_Matrix_extractTuples[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/
m/n/12 GrB_Matrix_extractElement[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GxB_Ma
trix_type[]\OT1/cmr/m/n/12 ,
[148]
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\OT1/cmr/m/n/12 As a re-sult, the ex-act con-tent and for-mat of what is printe
d is implementation-

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\OT1/cmr/m/n/12 dependent, and will change from ver-sion to ver-sion of Suite-S
parse:GraphBLAS.
[149]
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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Type_fprint (GrB_BOOL
, "boolean type", GxB_COMPLETE, f)
[150]
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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_UnaryOp_fprint (GrB_L
NOT, "not", GxB_COMPLETE, f)

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_BinaryOp_fprint (GrB_
PLUS_FP64, "plus", GxB_COMPLETE, f)

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_SelectOp_fprint (GxB_
TRIL, "tril", GxB_COMPLETE, f)
[151]
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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Monoid_fprint (GxB_PL
US_FP64_MONOID, "plus monoid",

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Semiring_fprint (GxB_
PLUS_TIMES_FP64, "standard",

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Descriptor_fprint (d,
 "descriptor", GxB_COMPLETE, f)
[152]
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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Matrix_fprint (A, "my
 matrix", GxB_SHORT, f) []\OT1/cmr/m/n/12 prints

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[]\OT1/cmr/m/n/12 For ex-am-ple, [][]\OT1/cmtt/m/n/12 GxB_Vector_fprint (v, "my
 vector", GxB_SHORT, f) []\OT1/cmr/m/n/12 prints
[153] [154]
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[][]\OT1/cmtt/m/n/12 GrB_Type_new[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_B
inaryOp_new[]\OT1/cmr/m/n/12 , [][]\OT1/cmtt/m/n/12 GrB_Monoid_new[]\OT1/cmr/m/
n/12 , and [][]\OT1/cmtt/m/n/12 GrB_Semiring_new[]\OT1/cmr/m/n/12 .
[155]
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[]\OT1/cmr/m/n/12 Some user def-i-ni-tions such as the [][]\OT1/cmtt/m/n/12 sta
tic inline []\OT1/cmr/m/n/12 func-tions [][]\OT1/cmtt/m/n/12 my_complex_plus
[156] [157]
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\OT1/cmr/m/n/12 In ei-ther case, when the user ap-pli-ca-tion is fin-ished, it 
can do [][]\OT1/cmtt/m/n/12 GrB_free(My_Complex)[]\OT1/cmr/m/n/12 .

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\OT1/cmr/m/n/12 This safely does noth-ing if [][]\OT1/cmtt/m/n/12 My_Complex []
\OT1/cmr/m/n/12 is de-fined at compile-time with [][]\OT1/cmtt/m/n/12 GxB_Type_
define[]\OT1/cmr/m/n/12 ,

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\OT1/cmr/m/n/12 ma-trix, com-put-ing [][]\OT1/cmtt/m/n/12 C=A*B []\OT1/cmr/m/n/
12 via [][]\OT1/cmtt/m/n/12 GrB_mxm []\OT1/cmr/m/n/12 with the pre-compiled [][
]\OT1/cmtt/m/n/12 My_Complex_plus_times
[158] [159]
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[]\OT1/cmr/m/n/12 An ex-am-ple macro name con-flict oc-curs in the [][]\OT1/cmt
t/m/n/12 User/Example/my_complex.m4
[160]
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\OT1/cmr/m/n/12 a type when Suite-Sparse:GraphBLAS is com-piled. In-stead of th
e [][]\OT1/cmtt/m/n/12 sizeof(ctype)

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[]\OT1/cmr/m/n/12 sec-ond pa-ram-e-ter of [][]\OT1/cmtt/m/n/12 GrB_Type_new[]\O
T1/cmr/m/n/12 , the sec-ond pa-ram-e-ter [][]\OT1/cmtt/m/n/12 ctype []\OT1/cmr/
m/n/12 of [][]\OT1/cmtt/m/n/12 GxB_Type_define
[161] [162]
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[]\OT1/cmtt/m/n/10 GxB_Semiring_define(GrB_Semiring semiring, GrB_Monoid add, G
rB_BinaryOp mult) ;[] 

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\OT1/cmr/m/n/12 ram-e-ter is a [][]\OT1/cmtt/m/n/12 GrB_Monoid []\OT1/cmr/m/n/1
2 that is ei-ther pre-de-fined (such as [][]\OT1/cmtt/m/n/12 GxB_PLUS_TIMES_FP6
4[]\OT1/cmr/m/n/12 )
[163] [164] [165] [166]
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[]        \OT1/cmtt/m/n/10 GrB_vxm (neighbor_max, candidates, NULL, maxSelect1s
t, prob, A, r_desc) ;[] 
[167]
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[]        \OT1/cmtt/m/n/10 GrB_vxm (neighbor_max, candidates, NULL, maxSelect1s
t, prob, A, r_desc) ;[] 

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[]                                                                        \OT1/
cmtt/m/n/10 NULL) ;[] 

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\OT1/cmr/m/n/12 col-umn [][]\OT1/cmtt/m/n/12 A(:,j) []\OT1/cmr/m/n/12 is the ad
-ja-cency of node [][]\OT1/cmtt/m/n/12 j[]\OT1/cmr/m/n/12 , and the dot prod-uc
t [][]\OT1/cmtt/m/n/12 prob'*A(:,j)
[168] [169] [170] [171] [172] [173]
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\OT1/cmr/m/n/12 ca-tion to con-struct the tu-ple list, and is al-most as fast a
s us-ing [][]\OT1/cmtt/m/n/12 GrB_Matrix_build[]\OT1/cmr/m/n/12 .

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[]                    \OT1/cmtt/m/n/10 GrB_Matrix_setElement (F, em (krow,kcol)
, krow, kcol) ;[] 
[174] [175] [176] [177] [178]
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[][]

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[179]
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[]\OT1/cmr/bx/n/14.4 User ap-pli-ca-tions us-ing OpenMP or POSIX pthreads 

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\OT1/cmr/m/n/12 Two ex-am-ple demo pro-grams are in-cluded that il-lus-trate ho
w a multi-threaded
[180]
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[]\OT1/cmr/bx/n/17.28 Compiling and In-stalling Suite-Sparse:GraphBLAS 
[181]
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\OT1/cmr/m/n/12 pthreads. If OpenMP is present, it uses OpenMP crit-i-cal sec-t
ions for [][]\OT1/cmtt/m/n/12 GrB_wait

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[]\OT1/cmr/m/n/12 no user thread-ing: com-pile with [][]\OT1/cmtt/m/n/12 cmake 
-DUSER_NONE=1[]\OT1/cmr/m/n/12 . \OT1/cmr/bx/n/12 Graph-BLAS

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[][]\OT1/cmtt/m/n/12 GxB_BY_ROW []\OT1/cmr/m/n/12 for-mat. You can change the d
e-fault at com-pile time to [][]\OT1/cmtt/m/n/12 GxB_BY_COL
[182]
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[]    \OT1/cmtt/m/n/10.95 if (s == GxB_BY_COL) printf ("all new matrices are st
ored by column\n") :[] 

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\OT1/cmr/m/n/12 Then do [][]\OT1/cmtt/m/n/12 make []\OT1/cmr/m/n/12 in the [][]
\OT1/cmtt/m/n/12 build []\OT1/cmr/m/n/12 di-rec-tory. If this still fails, see 
the [][]\OT1/cmtt/m/n/12 CMakeLists.txt

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[]        \OT1/cmtt/m/n/10.95 # cmake 2.8 workaround: gcc needs to be told to d
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[183]
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[]\OT1/cmr/m/n/12 To com-pile Suite-Sparse:GraphBLAS with-out run-ning the de-m
os, use [][]\OT1/cmtt/m/n/12 make library

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te-Sparse:GraphBLAS

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usr/local/lib []\OT1/cmr/m/n/12 and [][]\OT1/cmtt/m/n/12 /usr/local/include
[184]
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\OT1/cmss/m/n/12 redislabs . com / redis-[]enterprise / technology / redisgraph
/$[][]\OT1/cmr/m/n/12 ), a graph database mod-

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[][]$\OT1/cmss/m/n/10 https : / / redislabs . com / blog / new-[]redisgraph-[]1
-[]0-[]achieves-[]600x-[]faster-[]performance-[]graph-[]databases/$[][]\OT1/cmr
/m/n/12 ). 
[185] (./GraphBLAS_UserGuide.bbl
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[]\OT1/cmr/m/n/10.95 A. Bulu^^Xc and J. Gilbert.  Par-al-lel sparse matrix-matr
ix

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\OT1/cmr/m/n/10.95 mul-ti-pli-ca-tion and in-dex-ing: Im-ple-men-ta-tion and ex
-per-i-ments.

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[]\OT1/cmr/m/n/10.95 P. Burkhardt.  Graph-ing tril-lions of tri-an-

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\OT1/cmr/m/n/10.95 gles.  \OT1/cmr/m/it/10.95 In-for-ma-tion Vi-su-al-iza-tion\
OT1/cmr/m/n/10.95 , 16:157--166, 2016.

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[]\OT1/cmr/m/n/10 Provides a ba-sic overview of many sparse ma-trix al-go-

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\OT1/cmr/m/n/10 rithms and a sim-ple sparse ma-trix data struc-ture. The

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[]\OT1/cmr/m/n/10.95 T. A Davis.  Cre-at-ing sparse finite-element ma-tri-ces i
n

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\OT1/cmr/m/n/10.95 MAT-LAB.  \OT1/cmr/m/it/10.95 Loren on the Art of MAT-LAB\OT
1/cmr/m/n/10.95 , Mar. 2007.

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\OT1/cmr/m/n/10.95 Loren Shure, ed-i-tor. Pub-lished by The Math-Works, Nat-
[186]
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[]\OT1/cmr/m/n/10.95 T. A. Davis.  Al-go-rithm 9xx: Suite-Sparse:GraphBLAS:

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\OT1/cmr/m/n/10.95 graph al-go-rithms in the lan-guage of sparse lin-ear al-ge-


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\OT1/cmr/m/n/10.95 bra.  \OT1/cmr/m/it/10.95 ACM Trans. on Math. Soft-ware\OT1/
cmr/m/n/10.95 , (to ap-pear), 2019.

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[]\OT1/cmr/m/n/10.95 F. G. Gus-tavson.  Two fast al-go-rithms for sparse ma-

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\OT1/cmr/m/n/10.95 tri-ces: Mul-ti-pli-ca-tion and per-muted trans-po-si-tion. 
 \OT1/cmr/m/it/10.95 ACM

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\OT1/cmr/m/it/10.95 Trans-ac-tions on Math-e-mat-i-cal Soft-ware\OT1/cmr/m/n/10
.95 , 4(3):250--269, 1978.
[187]
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[]\OT1/cmr/m/n/10.95 J. Kep-ner.  Graph-BLAS math-e-mat-ics.  Tech-ni-cal re-po
rt,

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\OT1/cmr/m/n/10.95 2017.  [][]http://www.mit.edu/$\OMS/cmsy/m/n/10.95 ^^X$\OT1/
cmr/m/n/10.95 kepner/GraphBLAS/GraphBLAS-

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[]\OT1/cmr/m/n/10.95 M. Luby.  A sim-ple par-al-lel al-go-rithm for the max-i-m
al in-

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\OT1/cmr/m/n/10.95 de-pen-dent set prob-lem.  \OT1/cmr/m/it/10.95 SIAM J. Com-p
ut.\OT1/cmr/m/n/10.95 , 15(4), 1986.

Underfull \hbox (badness 1226) in paragraph at lines 191--196
[]\OT1/cmr/m/n/10.95 A. J. Wa-then.  Re-al-is-tic eigen-value bounds for the Ga
lerkin

Underfull \hbox (badness 6944) in paragraph at lines 191--196
\OT1/cmr/m/n/10.95 mass ma-trix.  \OT1/cmr/m/it/10.95 IMA J. Nu-mer. Anal.\OT1/
cmr/m/n/10.95 , 7:449--457, 1987.
[188]
Underfull \hbox (badness 2205) in paragraph at lines 205--211
\OT1/cmr/m/n/10.95 S. Ra-ja-man-ickam.  Fast lin-ear algebra-based tri-an-gle c
ount-

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\OT1/cmr/m/it/10.95 treme Com-put-ing Con-fer-ence (HPEC)\OT1/cmr/m/n/10.95 , p
ages 1--7, Sept 2017.
) [189] (./GraphBLAS_UserGuide.aux) )
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Output written on GraphBLAS_UserGuide.pdf (189 pages, 744067 bytes).
Transcript written on GraphBLAS_UserGuide.log.
make[4]: Leaving directory '/build/suitesparse-5.4.0+dfsg/GraphBLAS/Doc'
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xelatex Mongoose_UserGuide
This is XeTeX, Version 3.14159265-2.6-0.99999 (TeX Live 2019/dev/Debian) (preloaded format=xelatex)
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make[8]: Leaving directory '/build/suitesparse-5.4.0+dfsg/Mongoose/Doc'
make[7]: Leaving directory '/build/suitesparse-5.4.0+dfsg/Mongoose/build'
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[][]\OT1/cmr/m/n/9 ENSEEIHT-IRIT, 2 rue Camichel 31017 Toulouse, France. email:
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[]\OT1/cmtt/m/n/10.95 Control[AMD[]DENSE] \OT1/cmr/m/n/10.95 (or \OT1/cmtt/m/n/
10.95 Control(1) \OT1/cmr/m/n/10.95 in MAT-LAB): con-trols the thresh-old for `
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make[4]: *** [Makefile:29: AMD_UserGuide.pdf] Error 1
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I: copying local configuration
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debug output: disk usage on i-capture-the-hostname at Wed Oct  5 16:58:45 UTC 2022
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