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* add url to ROCgdb-docs update reqs and gitignore * add validation tools section for RVS and TransferBench * stub in links for validation/mgmt tools * populate compilers page * add cards for ai libs and computer vision pages * add content to math lib pages * reorg hip and math libs * update index * consolidate linear algebra libs
44 lines
1.8 KiB
Markdown
44 lines
1.8 KiB
Markdown
# Math Libraries
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AMD provides various math domain and support libraries as part of the 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-item-card} [Linear Algebra Libraries](linear_algebra)
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- [rocBLAS](https://rocmdocs.amd.com/projects/rocBLAS/en/develop/)
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- [hipBLAS](https://rocmdocs.amd.com/projects/hipBLAS/en/develop/)
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- [hipBLASLt](https://rocmdocs.amd.com/projects/hipBLASLt/en/develop/)
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- [rocALUTION](https://rocmdocs.amd.com/projects/rocALUTION/en/develop/)
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- [rocWMMA](https://rocmdocs.amd.com/projects/rocWMMA/en/develop/)
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- [rocSOLVER](https://rocmdocs.amd.com/projects/rocSOLVER/en/develop/)
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- [hipSOLVER](https://rocmdocs.amd.com/projects/hipSOLVER/en/develop/)
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- [rocSPARSE](https://rocmdocs.amd.com/projects/rocSPARSE/en/develop/)
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- [hipSPARSE](https://rocmdocs.amd.com/projects/hipSPARSE/en/develop/)
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:::
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:::{grid-item-card} [Fast Fourier Transforms](fft)
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- [rocFFT](https://rocmdocs.amd.com/projects/rocFFT/en/develop/)
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- [hipFFT](https://rocmdocs.amd.com/projects/hipFFT/en/develop/)
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:::
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:::{grid-item-card} [Random Numbers](rand)
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- [rocRAND](https://rocmdocs.amd.com/projects/rocRAND/en/develop/)
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- [hipRAND](https://rocmdocs.amd.com/projects/hipRAND/en/develop/)
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:::
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:::::
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