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Preparation.

  • Make sure Intel's oneAPI base toolkit and HPC toolkit are installed.
  • Open Makefile and correct the installation path in the INCLUDE variable.
  • Execute $> bash make.sh to compile all the approaches.
  • Execute bash download_matrix.sh to download a test matrix from suitesparse.

Execution.

Execute the approaches by $> cmd matrix1_name [matrix2_name]. For example, $> ./estimate_accu cant shows the predicting accuracy of multiplying the matrix cant by itself.

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Source code of the paper "Predicting the Output Structure of Sparse Matrix Multiplication with Sampled Compression Ratio"

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