python-cuda

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maltsev-andrey / sparse_kernels

High-performance GPU SpMV kernels in Python/Numba CUDA. Achieves 96.6 GB/s (53% of cuSPARSE) with 5,432x speedup over CPU. Includes optimization analysis.

hpc linear-algebra cuda scientific-computing high-performance-computing gpu-acceleration numba spmv sparse-matrix gpu-programming cusparse python-cuda tesla-p100

Updated Dec 27, 2025
Python

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