HIP (Heterogeneous-compute Interface for Portability) is a C++ dialect and runtime API that allows developers to write portable code that can run on both AMD and NVIDIA GPUs. It's a thin layer on top of either CUDA (NVIDIA) or ROCm (AMD), enabling single-source development for heterogeneous computing environments. HIP is commonly used to accelerate compute-intensive applications in fields like scientific computing, machine learning, and data analytics, providing a migration path from CUDA while targeting multiple GPU vendors.
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