1.9 KiB
Linear Algebra Libraries
ROCm libraries for linear algebra are as follows:
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:::{grid-item-card} rocBLAS rocBLAS is an AMD GPU optimized library for BLAS.
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:::{grid-item-card} hipBLAS hipBLAS is a compatibility layer for GPU accelerated BLAS optimized for AMD GPUs via rocBLAS and rocSOLVER. hipBLAS allows for a common interface for other GPU BLAS libraries.
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:::{grid-item-card} hipBLASLt hipBLASLt is a library that provides general matrix-matrix operations with a flexible API and extends functionalities beyond traditional BLAS library. hipBLASLt is exposed APIs in HIP programming language with an underlying optimized generator as a back-end kernel provider.
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:::{grid-item-card} rocALUTION rocALUTION is a sparse linear algebra library with focus on exploring fine-grained parallelism on top of AMD’s Radeon Open Compute ROCm runtime and toolchains, targeting modern CPU and GPU platforms.
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