#!/bin/bash # TODO: move from /root to /opt WGET_OPTIONS="--no-check-certificate" MRO_VERSION="3.2.4" # update debian repos & upgrade packages sed -i -e 's/ftp.debian.org/ftp.pl.debian.org/ig' /etc/apt/sources.list sed -i -e 's/wheezy/jessie/ig' /etc/apt/sources.list apt-get update DEBIAN_FRONTEND=noninteractive apt-get -y -o Dpkg::Options::="--force-confdef" -o Dpkg::Options::="--force-confnew" upgrade # install new packages for R apt-get -y install build-essential gfortran ed htop libxml2-dev ca-certificates curl libcurl4-openssl-dev gdebi-core sshpass # hack with Microsoft R Open deps wget ${WGET_OPTIONS} http://ftp.pl.debian.org/debian/pool/main/libj/libjpeg8/libjpeg8_8d1-2_amd64.deb gdebi -n libjpeg8_8d1-2_amd64.deb rm libjpeg8_8d1-2_amd64.deb # install Microsoft R Open wget ${WGET_OPTIONS} https://mran.microsoft.com/install/mro/${MRO_VERSION}/MRO-${MRO_VERSION}-Ubuntu-15.4.x86_64.deb gdebi -n MRO-${MRO_VERSION}-Ubuntu-15.4.x86_64.deb rm MRO-${MRO_VERSION}-Ubuntu-15.4.x86_64.deb # make symbolic link to R libraries dir ln -s /usr/lib64/MRO-${MRO_VERSION}/R-${MRO_VERSION}/lib/R/lib/ /opt/MRO-lib ############################################################ # BLAS CPU # ############################################################ ######################## # netlib - http://www.netlib.org/blas/ - reference singlethread ######################## # already in R ######################## # ATLAS - http://math-atlas.sourceforge.net/ - generic singlethread ######################## # install: apt-get -y install libatlas3-base # mv /opt/MRO-lib/libRblas.so /opt/MRO-lib/libRblas.so.orig # mv /opt/MRO-lib/libRlapack.so /opt/MRO-lib/libRlapack.so.orig # ln -s /usr/lib/atlas-base/atlas/libblas.so.3 /opt/MRO-lib/libRblas.so # ln -s /usr/lib/atlas-base/atlas/liblapack.so.3 /opt/MRO-lib/libRlapack.so # uninstall: rm /opt/MRO-lib/libRblas.so # rm /opt/MRO-lib/libRlapack.so # mv /opt/MRO-lib/libRblas.so.orig /opt/MRO-lib/libRblas.so # mv /opt/MRO-lib/libRlapack.so.orig /opt/MRO-lib/libRlapack.so # apt-get -y purge libatlas3-base ######################## # OpenBLAS - libopenblas-base - http://www.openblas.net/ - multithread ######################## # install: apt-get -y install libopenblas-base # mv /opt/MRO-lib/libRblas.so /opt/MRO-lib/libRblas.so.orig # mv /opt/MRO-lib/libRlapack.so /opt/MRO-lib/libRlapack.so.orig # ln -s /usr/lib/openblas-base/libblas.so.3 /opt/MRO-lib/libRblas.so # ln -s /usr/lib/openblas-base/liblapack.so.3 /opt/MRO-lib/libRlapack.so # uninstall: rm /opt/MRO-lib/libRblas.so # rm /opt/MRO-lib/libRlapack.so # mv /opt/MRO-lib/libRblas.so.orig /opt/MRO-lib/libRblas.so # mv /opt/MRO-lib/libRlapack.so.orig /opt/MRO-lib/libRlapack.so # apt-get -y purge libopenblas-base ######################## # ATLAS multithread - http://math-atlas.sourceforge.net/ - multithread ######################## # disable CPU throttling! # netlib lapack # #wget ${WGET_OPTIONS} http://www.netlib.org/lapack/lapack-3.6.0.tgz #tar -xvf lapack-3.6.0.tgz #rm lapack-3.6.0.tgz # #cd lapack-3.6.0 #cp make.inc.example make.inc #make lapacklib -j `nproc` #cd .. # atlas curl -L https://sourceforge.net/projects/math-atlas/files/Developer%20%28unstable%29/3.11.38/atlas3.11.38.tar.bz2/download > atlas3.11.38.tar.bz2 tar -xvf atlas3.11.38.tar.bz2 rm atlas3.11.38.tar.bz2 cd ATLAS mkdir build cd build wget ${WGET_OPTIONS} http://www.netlib.org/lapack/lapack-3.6.0.tgz ../configure --shared --with-netlib-lapack-tarfile=/root/blas-benchmark/ATLAS/build/lapack-3.6.0.tgz make rm lapack-3.6.0.tgz ######################## # GotoBLAS2 - https://prs.ism.ac.jp/~nakama/SurviveGotoBLAS2/ - multithread ######################## wget ${WGET_OPTIONS} https://prs.ism.ac.jp/~nakama/SurviveGotoBLAS2/SurviveGotoBLAS2_3.141.tar.gz tar -xvf SurviveGotoBLAS2_3.141.tar.gz rm SurviveGotoBLAS2_3.141.tar.gz cd survivegotoblas2-3.141 make -j `nproc` cd .. # install: mv /opt/MRO-lib/libRblas.so /opt/MRO-lib/libRblas.so.orig # mv /opt/MRO-lib/libRlapack.so /opt/MRO-lib/libRlapack.so.orig # ln -s /root/blas-benchmark/survivegotoblas2-3.141/exports/libgoto2_nehalemp-r3.141_blas.so /opt/MRO-lib/libRblas.so # ln -s /root/blas-benchmark/survivegotoblas2-3.141/exports/libgoto2_nehalemp-r3.141_lapack.so /opt/MRO-lib/libRlapack.so # ln -s /root/blas-benchmark/survivegotoblas2-3.141/exports/libgoto2_nehalemp-r3.141_blas.so /opt/MRO-lib/libgoto2_nehalemp-r3.141_blas.so # ln -s /root/blas-benchmark/survivegotoblas2-3.141/exports/libgoto2_nehalemp-r3.141_lapack.so /opt/MRO-lib/libgoto2_nehalemp-r3.141_lapack.so # uninstall: rm /opt/MRO-lib/libRblas.so # rm /opt/MRO-lib/libRlapack.so # rm /opt/MRO-lib/libgoto2_nehalemp-r3.141_blas.so # rm /opt/MRO-lib/libgoto2_nehalemp-r3.141_lapack.so # mv /opt/MRO-lib/libRblas.so.orig /opt/MRO-lib/libRblas.so # mv /opt/MRO-lib/libRlapack.so.orig /opt/MRO-lib/libRlapack.so ######################## # MKL - https://mran.microsoft.com/documents/rro/multithread/ - multithread ######################## # install: cd ~/RevoMath ; echo 1 | ./RevoMath.sh # uninstall: cd ~/RevoMath ; echo 2 | ./RevoMath.sh wget ${WGET_OPTIONS} https://mran.microsoft.com/install/mro/${MRO_VERSION}/RevoMath-${MRO_VERSION}.tar.gz tar -xvzf RevoMath-${MRO_VERSION}.tar.gz rm RevoMath-${MRO_VERSION}.tar.gz sed -i '16,18d' RevoMath/RevoMath.sh ######################## # BLIS - https://github.com/flame/blis - multithread ######################## git clone https://github.com/flame/blis.git cd blis ./configure --enable-shared auto make -j `nproc` cd .. # install: mv /opt/MRO-lib/libRblas.so /opt/MRO-lib/libRblas.so.orig # ln -s `find /root/blas-benchmark/blis/ -name "libblis.so"` /opt/MRO-lib/libRblas.so # uninstall: rm /opt/MRO-lib/libRblas.so # mv /opt/MRO-lib/libRblas.so.orig /opt/MRO-lib/libRblas.so ############################################################ # BLAS GPU # ############################################################ ######################## # clBLAS - https://github.com/clMathLibraries/clBLAS - OpenCL ######################## git clone https://github.com/clMathLibraries/clBLAS.git ######################## # cuBLAS/NVBLAS - https://developer.nvidia.com/cublas - CUDA ######################## wget ${WGET_OPTIONS} http://developer.download.nvidia.com/compute/cuda/7.5/Prod/local_installers/cuda-repo-ubuntu1504-7-5-local_7.5-18_amd64.deb gdebi -n cuda-repo-ubuntu1504-7-5-local_7.5-18_amd64.deb rm cuda-repo-ubuntu1504-7-5-local_7.5-18_amd64.deb ############################################################ # LAPACK GPU # ############################################################ ######################## # MAGMA - http://icl.cs.utk.edu/magma/software/ - multithread GPU OpenCL/CUDA ######################## ######################## # CULA - http://www.culatools.com/ - multithread GPU CUDA ########################