Popcorn reformulates kernel k-means using SpMM and SpMV, enabling a fast open-source GPU implementation that outperforms a CPU implementation and a dense CUDA baseline.
Multiplying matrices without multiply- ing
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Popcorn: Accelerating Kernel K-means on GPUs through Sparse Linear Algebra
Popcorn reformulates kernel k-means using SpMM and SpMV, enabling a fast open-source GPU implementation that outperforms a CPU implementation and a dense CUDA baseline.