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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
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Math Libraries
AMD provides various math domain and support libraries as part of the ROCm.
rocLIB vs. hipLIB
Several libraries are prefixed with either "roc" or "hip". The rocLIB variants (such as rocRAND, rocBLAS) are tested and optimized for AMD hardware using supported toolchains. The hipLIB variants (such as hipRAND, hipBLAS) are compatibility layers that provide an interface akin to their cuLIB (such as cuRAND, cuBLAS) variants while performing static dispatching of API calls to the appropriate vendor libraries as their back-ends. Due to their static dispatch nature, support for either vendor is decided at compile-time of the hipLIB in question. For dynamic dispatch between vendor implementations, refer to the Orochi library.
:::{grid-item-card} Linear Algebra Libraries
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:::{grid-item-card} Fast Fourier Transforms
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:::{grid-item-card} Random Numbers
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