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82 lines
2.9 KiB
Markdown
82 lines
2.9 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} hipBLAS
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hipBLAS is a compatiblity 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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- [API Reference Manual](https://rocmdocs.amd.com/projects/hipBLAS/en/rtd/)
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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} rocBLAS
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rocBLAS is an AMD GPU optimized library for BLAS.
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- [API Reference Manual](https://rocmdocs.amd.com/projects/rocBLAS/en/rtd/)
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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} rocSPARSE
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rocSPARSE is a sparse matrix solver for AMD GPU backends.
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- [API Reference Manual](https://rocmdocs.amd.com/projects/rocSPARSE/en/rtd/)
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- [Changelog](https://github.com/ROCmSoftwarePlatform/rocSPARSE/blob/develop/CHANGELOG.md)
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:::
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:::{grid-item-card} hipSPARSE
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hipSPARSE is sparse matrix solver library that support AMD and NVIDIA GPU backends.
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- [API Reference Manual](https://rocmdocs.amd.com/projects/hipSPARSE/en/rtd/)
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- [Changelog](https://github.com/ROCmSoftwarePlatform/hipSPARSE/blob/develop/CHANGELOG.md)
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:::
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:::{grid-item-card} rocALUTION
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rocBLAS is an AMD GPU optimized library for BLAS.
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- [API Reference Manual](https://rocmdocs.amd.com/projects/rocALUTION/en/rtd/)
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- [Changelog](https://github.com/ROCmSoftwarePlatform/rocALUTION/blob/develop/CHANGELOG.md)
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:::{grid-item-card} rocWMMA
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AMD's C++ library for accelerating mixed-precision matrix multiply-accumulate (MMA)
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operations leveraging AMD GPU hardware.
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- [API Reference Manual](https://docs.amd.com/bundle/rocWMMA-release-rocm-rel-5.2/page/API_Reference_Guide.html)
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- [Changelog](https://github.com/ROCmSoftwarePlatform/rocWMMA/blob/develop/CHANGELOG.md)
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- [Examples](https://github.com/ROCmSoftwarePlatform/rocWMMA/tree/develop/samples)
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:::
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:::{grid-item-card} rocSOLVER
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rocSOLVER is a work-in-progress implementation of a subset of LAPACK functionality on the ROCm platform.
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- [API Reference Manual](https://rocmdocs.amd.com/projects/rocSOLVER/en/rtd/)
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- [Changelog](https://github.com/ROCmSoftwarePlatform/rocSOLVER/blob/develop/CHANGELOG.md)
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- [Examples](https://github.com/ROCmSoftwarePlatform/rocSOLVER/tree/develop/clients/samples)
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:::
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:::{grid-item-card} hipSOLVER
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hipSOLVER is a LAPACK marshalling library, with multiple supported backends. It sits between the
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application and a 'worker' LAPACK library, marshalling inputs into the backend library and marshalling
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results back to the application.
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- [API Reference Manual](https://rocmdocs.amd.com/projects/hipSOLVER/en/rtd/)
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- [Changelog](https://github.com/ROCmSoftwarePlatform/hipSOLVER/blob/develop/CHANGELOG.md)
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- [Examples](https://github.com/ROCmSoftwarePlatform/hipSOLVER/tree/develop/clients/samples)
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:::::
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