Optimizing Our Neural Network With BLAS and OpenMP

Speeding up our C++ code for a modular, simple, feed forward neural network library

Code to go along with blog: Optimizing Our Neural Network With Blas And Openmp

Build

mkdir build

cd build

cmake -D BLAS_INCLUDE_DIR=/usr/local/opt/openblas/include \ -D BLAS_LIB_DIR=/usr/local/opt/openblas/lib \ -D GLOG_INCLUDE_DIR=~/Code/3rdParty/glog-0.3.5/glog-install/include/ \ -D GLOG_LIB_DIR=~/Code/3rdParty/glog-0.3.5/glog-install/lib/ \ -D GTEST_INCLUDE_DIR=~/Code/3rdParty/googletest-release-1.8.0/install/include/ \ -D GTEST_LIB_DIR=~/Code/3rdParty/googletest-release-1.8.0/install/lib/ ..

make

./tests

./feedforward_neural_net