CUDA (Compute Unified Device Architecture) is a parallel computing platform and application programming interface (API) model created by NVIDIA, allowing developers to use a CUDA-enabled graphics processing unit (GPU) for general-purpose processing. This technology enables significant acceleration in computation-heavy tasks, particularly in deep learning, by offloading operations to the GPU, which excels at handling parallel workloads. In the context of dynamic computation graphs, CUDA facilitates real-time operations and computations, making it a critical component in frameworks like PyTorch.
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