NVPL Sparse Developer Guide and Reference

NVPL Sparse (NVIDIA Performance Libraries Sparse) is part of NVIDIA Performance Libraries that provides C API.

The NVPL Sparse library contains a set of CPU-accelerated basic linear algebra subroutines used for handling sparse matrices. Depending on the specific operation, the library targets matrices with sparsity ratios in the range between 70%-99.9%. It is implemented as part of NVPL library suite and is designed to be called from C and C++.

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The library routines provide the following functionalities:

• Operations between a sparse matrix and a dense vector, multiplication and triangular solve

To learn more about the library, please check:

• Introduction
• Using the NVPL Sparse API
• NVPL Storage Formats
• NVPL Sparse Basic APIs
• NVPL Sparse Generic APIs
• Acknowledgements
• Release Notes