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1a570efb48
* Add C++ algorithm primitive lib cards * Add PRNG section * API Reference Manuals first * Add Tensile and rocWMMA * Change rocFFT and hipFFT order for consistency * Add RCCL * Fix PRNG links * Add rocSOLVER and hipSOLVER * Add general note on rocLIB vs hipLIB
50 lines
1.8 KiB
Markdown
50 lines
1.8 KiB
Markdown
# Matrix Multiplication
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ROCm libraries for BLAS 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} Tensile
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Tensile is a tool for creating benchmark-driven backend libraries for GEMMs,
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GEMM-like problems and general N-dimensional tensor contractions on a GPU.
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The Tensile library is mainly used as backend library to rocBLAS. Tensile acts as the
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performance backbone for a wide variety of 'compute' applications running on AMD GPUs.
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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} 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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:::::
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