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get native blas running with dl4j on centos 6
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# install general deps | |
sudo yum groupinstall "Development Tools" | |
sudo yum install wget unzip | |
# install java | |
cd /opt/ | |
sudo wget --no-cookies --no-check-certificate --header "Cookie: gpw_e24=http%3A%2F%2Fwww.oracle.com%2F; oraclelicense=accept-securebackup-cookie" "http://download.oracle.com/otn-pub/java/jdk/8u60-b27/jdk-8u60-linux-x64.tar.gz" | |
sudo tar xzf jdk-8u60-linux-x64.tar.gz | |
cd /opt/jdk1.8.0_60/ | |
sudo alternatives --install /usr/bin/java java /opt/jdk1.8.0_60/bin/java 2 | |
sudo alternatives --config java | |
# get maven | |
mkdir ~/ini | |
cd ~/ini | |
wget http://apache.mirror.vu.lt/apache/maven/maven-3/3.3.3/binaries/apache-maven-3.3.3-bin.tar.gz | |
tar -xvzf apache-maven-3.3.3-bin.tar.gz | |
mv apache-maven-3.3.3 mvn | |
alias mvn=~/ini/mvn/bin/mvn | |
# install openblas | |
wget https://github.com/xianyi/OpenBLAS/zipball/master | |
unzip master | |
cd xianyi-OpenBLAS-d0c51c4/ | |
make | |
sudo make install | |
# centos 6 ships with gcc 4.4 which does not contain libgfortran.so.3(GFORTRAN_1.4) | |
# we need to install newer libgfortran.so.3 | |
cd /etc/yum.repos.d/ | |
sudo wget http://rpm.agresearch.co.nz/agr-free.repo | |
cd /etc/pki/rpm-gpg/ | |
sudo sudo wget http://rpm.agresearch.co.nz/RPM-GPG-KEY-agresearch | |
sudo yum install agr-devtools-libgfortran | |
# replace system libgfortran with newer version | |
sudo mv /usr/lib64/libgfortran.so.3 /usr/lib64/libgfortran.so.3_back | |
sudo ln -s /opt/centos/agr-devtools/root/usr/lib64/libgfortran.so.3 /usr/lib64/libgfortran.so.3 | |
sudo ln -s /opt/centos/agr-devtools/root/usr/lib64/libquadmath.so.0 /usr/lib64/libquadmath.so.0 | |
# if you do not want to mess with default libgfortran setting LD_LIBRARY_PATH should also work | |
# export LD_LIBRARY_PATH=/opt/centos/agr-devtools/root/usr/lib64/ | |
# create libblas and liblapack links to libopenblas | |
sudo ln -s /opt/OpenBLAS/lib/libopenblas.so /usr/lib64/libblas.so | |
sudo ln -s /opt/OpenBLAS/lib/libopenblas.so /usr/lib64/libblas.so.3 | |
sudo ln -s /opt/OpenBLAS/lib/libopenblas.so /usr/lib64/liblapack.so | |
sudo ln -s /opt/OpenBLAS/lib/libopenblas.so /usr/lib64/liblapack.so.3 | |
# alternatively libblas.so.3 and liblapack.so.3 can be anywhere as long as they are included in PATH system variable | |
# test | |
cd ~/ | |
git clone https://github.com/deeplearning4j/dl4j-0.4-examples | |
cd dl4j-0.4-examples | |
mvn package | |
java -Xmx2048m -cp target/deeplearning4j-examples-0.4-rc0-SNAPSHOT.jar org.deeplearning4j.examples.convolution.CNNMnistExample |
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