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Adding rocALUTION (#1970)

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This commit is contained in:
Saad Rahim
2023-03-17 20:47:14 -06:00
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parent b951a2bef8
commit e65c857ad2
3 changed files with 92 additions and 64 deletions
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docs/reference/gpu_libraries/blas.md
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# Matrix Multiplication
ROCm libraries for BLAS are as follows:
:::::{grid} 1 1 2 2
:gutter: 1
:::{grid-item-card} hipBLAS
hipBLAS is a compatiblity layer for GPU accelerated BLAS optimized for AMD GPUs
via rocBLAS and rocSOLVER. hipBLAS allows for a common interface for other GPU
BLAS libraries.
- [API Reference Manual](https://rocmdocs.amd.com/projects/hipBLAS/en/rtd/)
- [Changelog](https://github.com/ROCmSoftwarePlatform/hipBLAS/blob/develop/CHANGELOG.md)
:::
:::{grid-item-card} rocBLAS
rocBLAS is an AMD GPU optimized library for BLAS.
- [API Reference Manual](https://rocmdocs.amd.com/projects/rocBLAS/en/rtd/)
- [Changelog](https://github.com/ROCmSoftwarePlatform/rocBLAS/blob/develop/CHANGELOG.md)
- [Examples](https://github.com/amd/rocm-examples/tree/develop/Libraries/rocBLAS)
:::
:::{grid-item-card} Tensile
Tensile is a tool for creating benchmark-driven backend libraries for GEMMs,
GEMM-like problems and general N-dimensional tensor contractions on a GPU.
The Tensile library is mainly used as backend library to rocBLAS. Tensile acts as the
performance backbone for a wide variety of 'compute' applications running on AMD GPUs.
- [API Reference Manual](https://rocmdocs.amd.com/projects/rocBLAS/en/rtd/)
- [Changelog](https://github.com/ROCmSoftwarePlatform/rocBLAS/blob/develop/CHANGELOG.md)
- [Examples](https://github.com/amd/rocm-examples/tree/develop/Libraries/rocBLAS)
:::
:::{grid-item-card} rocWMMA
AMD's C++ library for accelerating mixed-precision matrix multiply-accumulate (MMA)
operations leveraging AMD GPU hardware.
- [API Reference Manual](https://docs.amd.com/bundle/rocWMMA-release-rocm-rel-5.2/page/API_Reference_Guide.html)
- [Changelog](https://github.com/ROCmSoftwarePlatform/rocWMMA/blob/develop/CHANGELOG.md)
- [Examples](https://github.com/ROCmSoftwarePlatform/rocWMMA/tree/develop/samples)
:::
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docs/reference/gpu_libraries/linear_algebra.md Normal file
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# Linear Algebra Libraries
ROCm libraries for linear algebra are as follows:
:::::{grid} 1 1 2 2
:gutter: 1
:::{grid-item-card} hipBLAS
hipBLAS is a compatiblity layer for GPU accelerated BLAS optimized for AMD GPUs
via rocBLAS and rocSOLVER. hipBLAS allows for a common interface for other GPU
BLAS libraries.
- [API Reference Manual](https://rocmdocs.amd.com/projects/hipBLAS/en/rtd/)
- [Changelog](https://github.com/ROCmSoftwarePlatform/hipBLAS/blob/develop/CHANGELOG.md)
:::
:::{grid-item-card} rocBLAS
rocBLAS is an AMD GPU optimized library for BLAS.
- [API Reference Manual](https://rocmdocs.amd.com/projects/rocBLAS/en/rtd/)
- [Changelog](https://github.com/ROCmSoftwarePlatform/rocBLAS/blob/develop/CHANGELOG.md)
- [Examples](https://github.com/amd/rocm-examples/tree/develop/Libraries/rocBLAS)
:::
:::{grid-item-card} rocSPARSE
rocSPARSE is a sparse matrix solver for AMD GPU backends.
- [API Reference Manual](https://rocmdocs.amd.com/projects/rocSPARSE/en/rtd/)
- [Changelog](https://github.com/ROCmSoftwarePlatform/rocSPARSE/blob/develop/CHANGELOG.md)
:::
:::{grid-item-card} hipSPARSE
hipSPARSE is sparse matrix solver library that support AMD and NVIDIA GPU backends.
- [API Reference Manual](https://rocmdocs.amd.com/projects/hipSPARSE/en/rtd/)
- [Changelog](https://github.com/ROCmSoftwarePlatform/hipSPARSE/blob/develop/CHANGELOG.md)
:::
:::{grid-item-card} rocALUTION
rocBLAS is an AMD GPU optimized library for BLAS.
- [API Reference Manual](https://rocmdocs.amd.com/projects/rocALUTION/en/rtd/)
- [Changelog](https://github.com/ROCmSoftwarePlatform/rocALUTION/blob/develop/CHANGELOG.md)
:::
:::{grid-item-card} rocWMMA
AMD's C++ library for accelerating mixed-precision matrix multiply-accumulate (MMA)
operations leveraging AMD GPU hardware.
- [API Reference Manual](https://docs.amd.com/bundle/rocWMMA-release-rocm-rel-5.2/page/API_Reference_Guide.html)
- [Changelog](https://github.com/ROCmSoftwarePlatform/rocWMMA/blob/develop/CHANGELOG.md)
- [Examples](https://github.com/ROCmSoftwarePlatform/rocWMMA/tree/develop/samples)
:::
:::{grid-item-card} rocSOLVER
rocSOLVER is a work-in-progress implementation of a subset of LAPACK functionality on the ROCm platform.
- [API Reference Manual](https://rocmdocs.amd.com/projects/rocSOLVER/en/rtd/)
- [Changelog](https://github.com/ROCmSoftwarePlatform/rocSOLVER/blob/develop/CHANGELOG.md)
- [Examples](https://github.com/ROCmSoftwarePlatform/rocSOLVER/tree/develop/clients/samples)
:::
:::{grid-item-card} hipSOLVER
hipSOLVER is a LAPACK marshalling library, with multiple supported backends. It sits between the
application and a 'worker' LAPACK library, marshalling inputs into the backend library and marshalling
results back to the application.
- [API Reference Manual](https://rocmdocs.amd.com/projects/hipSOLVER/en/rtd/)
- [Changelog](https://github.com/ROCmSoftwarePlatform/hipSOLVER/blob/develop/CHANGELOG.md)
- [Examples](https://github.com/ROCmSoftwarePlatform/hipSOLVER/tree/develop/clients/samples)
:::
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