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* add hipsparselt * add hiptensor to toc and licenses * alphabetize licenses * update rocm-docs-core to 0.23.0
48 lines
1.5 KiB
Markdown
48 lines
1.5 KiB
Markdown
# Math Libraries
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AMD provides various math domain and support libraries as part of ROCm.
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## rocLIB vs. hipLIB
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Several libraries are prefixed with either "roc" or "hip".
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The rocLIB variants (such as rocRAND, rocBLAS) are tested and optimized for AMD hardware using supported toolchains.
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The hipLIB variants (such as hipRAND, hipBLAS) are compatibility layers that provide an interface akin to their
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cuLIB (such as cuRAND, cuBLAS) variants while performing static dispatching of API calls to the appropriate
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vendor libraries as their back-ends. Due to their static dispatch nature, support for either vendor is decided
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at compile-time of the hipLIB in question. For dynamic dispatch between vendor implementations, refer to the
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[Orochi](https://github.com/GPUOpen-LibrariesAndSDKs/Orochi) library.
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::::{grid} 1 2 3 3
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:gutter: 1
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:::{grid-item-card} [Linear Algebra Libraries](linear_algebra)
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- {doc}`rocBLAS <rocblas:index>`
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- {doc}`hipBLAS <hipblas:index>`
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- {doc}`hipBLASLt <hipblaslt:index>`
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- {doc}`rocALUTION <rocalution:index>`
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- {doc}`rocWMMA <rocwmma:index>`
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- {doc}`rocSOLVER <rocsolver:index>`
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- {doc}`hipSOLVER <hipsolver:index>`
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- {doc}`rocSPARSE <rocsparse:index>`
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- {doc}`hipSPARSE <hipsparse:index>`
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- {doc}`hipSPARSELt <hipsparselt:index>`
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:::
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:::{grid-item-card} [Fast Fourier Transforms](fft)
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- {doc}`rocFFT <rocfft:index>`
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- {doc}`hipFFT <hipfft:index>`
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:::
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:::{grid-item-card} [Random Numbers](rand)
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- {doc}`rocRAND <rocrand:index>`
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- {doc}`hipRAND <hiprand:index>`
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:::
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::::
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