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Sparse Matrix-Vector Multiplication on Throughput-Oriented Processors

Sparse Matrix-Vector Multiplication on Throughput-Oriented Processors. Nathan Bell and Michael Garland. Overview. GPUs deliver high SpMV performance 10+ GFLOP/s on unstructured matrices 140+ GByte/s memory bandwidth No one-size-fits-all approach Match method to matrix structure

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Sparse Matrix-Vector Multiplication on Throughput-Oriented Processors