jgriel/parallelized-numpy-pybind11

Final for CPS 376 - Parallel Computing.

CPS 376 - Franklin and Marshall College

Our own parallelized NumPy library for CPS 376 - Parallel Computing using pybind11.

To compile worseNumPy.cpp use the following command:

c++ -O3 -Wall -shared -std=c++11 -fopenmp -fPIC $(python3 -m pybind11 --includes) WorseNumPy.cpp -o WorseNumPy$(python3-config --extension-suffix)

• worseNumPy.cpp is our parallelized matrix library
• matrixTiming.py and arrayTiming.py demonstrate the runtime of each method with different cores as well as the runtime of NumPy performing the same operations
• worseNumPyDemonstration.py demonstrates how this library can be used.