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44 lines
1.9 KiB
Markdown
44 lines
1.9 KiB
Markdown
# Linear Algebra Libraries
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ROCm libraries for linear algebra are as follows:
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:::::{grid} 1 1 2 2
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:gutter: 1
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:::{grid-item-card} [rocBLAS](https://rocmdocs.amd.com/projects/rocBLAS/en/develop/)
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rocBLAS is an AMD GPU optimized library for BLAS.
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- [Documentation](https://rocmdocs.amd.com/projects/rocBLAS/en/develop/)
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- [Changelog](https://github.com/ROCmSoftwarePlatform/rocBLAS/blob/develop/CHANGELOG.md)
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- [Examples](https://github.com/amd/rocm-examples/tree/develop/Libraries/rocBLAS)
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:::
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:::{grid-item-card} [hipBLAS](https://rocmdocs.amd.com/projects/hipBLAS/en/develop/)
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hipBLAS is a compatibility layer for GPU accelerated BLAS optimized for AMD GPUs
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via rocBLAS and rocSOLVER. hipBLAS allows for a common interface for other GPU
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BLAS libraries.
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- [Documentation](https://rocmdocs.amd.com/projects/hipBLAS/en/develop/)
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- [Changelog](https://github.com/ROCmSoftwarePlatform/hipBLAS/blob/develop/CHANGELOG.md)
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:::
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:::{grid-item-card} [hipBLASLt](https://rocmdocs.amd.com/projects/hipBLASLt/en/develop/)
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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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- [Documentation](https://rocmdocs.amd.com/projects/hipBLASLt/en/develop/)
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- [Changelog](https://github.com/ROCmSoftwarePlatform/hipBLASLt/blob/develop/CHANGELOG.md)
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:::
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:::{grid-item-card} [rocALUTION](https://rocmdocs.amd.com/projects/rocALUTION/en/develop/)
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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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- [Documentation](https://rocmdocs.amd.com/projects/rocALUTION/en/develop/)
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- [Changelog](https://github.com/ROCmSoftwarePlatform/rocALUTION/blob/develop/CHANGELOG.md)
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:::
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