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ROCm/docs/reference/gpu_libraries/c++_primitives.md
2023-08-31 14:18:57 -06:00

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C++ Primitive Libraries

ROCm template libraries for algorithms are as follows:

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:::{grid-item-card} {doc}rocPRIM <rocprim:index> rocPRIM is an AMD GPU optimized template library of algorithm primitives, like transforms, reductions, scans, etc. It also serves as a common back-end for similar libraries found inside ROCm.

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:::{grid-item-card} {doc}rocThrust <rocthrust:index> rocThrust is a template library of algorithm primitives with a Thrust-compatible interface. Their CPU back-ends are identical, while the GPU back-end calls into rocPRIM.

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:::{grid-item-card} {doc}hipCUB <hipcub:index> hipCUB is a template library of algorithm primitives with a CUB-compatible interface. It's back-end is rocPRIM.

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:::{grid-item-card} {doc}hipTensor <hiptensor:index> hipTensor is AMD's C++ library for accelerating tensor primitives based on the composable kernel library, through general purpose kernel languages, like HIP C++.

  • {doc}Documentation <hiptensor:index>
  • GitHub

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