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In this article we present a new format for storing sparse matrices. Theformat is designed to perform well mainly on the GPU devices. We present itsimplementation in CUDA. The performance has been tested on 1,600 differenttypes of matrices and we compare our format with the Hybrid format. We givedetailed comparison of both formats and show their strong and weak parts.

New Row-grouped CSR format for storing the sparse matrices on GPU with implementation in CUDA