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Sequential and parallel (GPU based) implementation of a Sparse Matrix Vector Multiplication using (Compressed Sparse Row (CSR) matrix format.

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SpMV

Sequential build

CUDA build

Sequential and parallel (GPU based) implementation of a Sparse Matrix Vector Multiplication using (Compressed Sparse Row (CSR) matrix format.

Sequential execution

make sequential
./bin/SpMV-SEQ <iterations> <print mode [1 default, 2 view data info]> <file path>

Parallel execution

make parallel
./bin/SpMV-CUDA <threads num> <iterations> <print mode [1 default, 2 view data info]> <file path>

TODO LIST

  • ⚠️ IMPORTANT more tests on my GPU (working on my Mac M1 rn🥲)
  • more performances evaluation
  • CUDA workflow

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Sequential and parallel (GPU based) implementation of a Sparse Matrix Vector Multiplication using (Compressed Sparse Row (CSR) matrix format.

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