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CuPy is an open-source array library for GPU-accelerated computing in Python, leveraging CUDA Toolkit libraries to achieve significant speedups over NumPy. It offers a highly compatible interface with NumPy and SciPy, allowing drop-in replacement for most operations, and supports custom CUDA kernel creation for further optimization.
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