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Automatized generation of benchmark statistics against other tensor libraries

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Matcha benchmark generator

Requirements

  • Matcha headers and compiled binaries
  • Numpy, TensorFlow
  • Matplotlib, Scipy

Usage

To build the C++ benchmarking program (into build/):

make build

To run C++ benchmarking, python benchmarking, or both (collected data will be stored in data/):

make collect_cpp
make collect_py
make collect

To generate final figures and text files from collected data/ into out/:

make dump

To clean everything:

make clean

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Automatized generation of benchmark statistics against other tensor libraries

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