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101 lines
3.7 KiB
Markdown
101 lines
3.7 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} {doc}`rocBLAS <rocblas:index>`
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`rocBLAS` is an AMD GPU optimized library for BLAS (Basic Linear Algebra Subprograms).
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- {doc}`Documentation <rocblas:index>`
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- [GitHub](https://github.com/ROCmSoftwarePlatform/rocBLAS)
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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} {doc}`hipBLAS <hipblas:index>`
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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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- {doc}`Documentation <hipblas:index>`
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- [GitHub](https://github.com/ROCmSoftwarePlatform/hipBLAS)
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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} {doc}`hipBLASLt <hipblaslt:index>`
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`hipBLASLt` is a library that provides general matrix-matrix operations with a
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flexible API and extends functionalities beyond traditional BLAS library.
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`hipBLASLt` is exposed APIs in HIP programming language with an underlying
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optimized generator as a back-end kernel provider.
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- {doc}`Documentation <hipblaslt:index>`
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- [GitHub](https://github.com/ROCmSoftwarePlatform/hipBLASLt)
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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} {doc}`rocALUTION <rocalution:index>`
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`rocALUTION` is a sparse linear algebra library with focus on exploring
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fine-grained parallelism on top of AMD's ROCm runtime and toolchains, targeting
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modern CPU and GPU platforms.
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- {doc}`Documentation <rocalution:index>`
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- [GitHub](https://github.com/ROCmSoftwarePlatform/rocALUTION)
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- [Changelog](https://github.com/ROCmSoftwarePlatform/rocALUTION/blob/develop/CHANGELOG.md)
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:::
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:::{grid-item-card} {doc}`rocWMMA <rocwmma:index>`
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`rocWMMA` provides an API to break down mixed precision matrix multiply-accumulate
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(MMA) problems into fragments and distributes these over GPU wavefronts.
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- {doc}`Documentation <rocwmma:index>`
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- [GitHub](https://github.com/ROCmSoftwarePlatform/rocWMMA)
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- [Changelog](https://github.com/ROCmSoftwarePlatform/rocWMMA/blob/develop/CHANGELOG.md)
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:::
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:::{grid-item-card} {doc}`rocSOLVER <rocsolver:index>`
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`rocSOLVER` provides a subset of LAPACK (Linear Algebra Package) functionality on the ROCm platform.
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- {doc}`Documentation <rocsolver:index>`
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- [GitHub](https://github.com/ROCmSoftwarePlatform/rocSOLVER)
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- [Changelog](https://github.com/ROCmSoftwarePlatform/rocSOLVER/blob/develop/CHANGELOG.md)
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:::
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:::{grid-item-card} {doc}`hipSOLVER <hipsolver:index>`
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`hipSOLVER` is a LAPACK marshalling library supporting both `rocSOLVER` and `cuSOLVER`
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as backends whilst exporting a unified interface.
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- {doc}`Documentation <hipsolver:index>`
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- [GitHub](https://github.com/ROCmSoftwarePlatform/hipSOLVER)
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- [Changelog](https://github.com/ROCmSoftwarePlatform/hipSOLVER/blob/develop/CHANGELOG.md)
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:::
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:::{grid-item-card} {doc}`rocSPARSE <rocsparse:index>`
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`rocSPARSE` is a library to provide BLAS for sparse computations.
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- {doc}`Documentation <rocsparse:index>`
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- [GitHub](https://github.com/ROCmSoftwarePlatform/rocSPARSE)
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- [Changelog](https://github.com/ROCmSoftwarePlatform/rocSOLVER/blob/develop/CHANGELOG.md)
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:::
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:::{grid-item-card} {doc}`hipSPARSE <hipsparse:index>`
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`hipSPARSE` is a marshalling library to provide sparse BLAS functionality,
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supporting both `rocSPARSE` and `cuSPARSE` as backends.
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- {doc}`Documentation <hipsparse:index>`
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- [GitHub](https://github.com/ROCmSoftwarePlatform/hipSPARSE)
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- [Changelog](https://github.com/ROCmSoftwarePlatform/hipSOLVER/blob/develop/CHANGELOG.md)
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:::
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:::::
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