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The Performance Model of PyTorch
PyTorch is written in Python, but it wraps a much larger base of C++ kernels. When you write a line of PyTorch code, under the hood, it is calling several optimized C ++ kernels which then invoke appropriate device specific code. There's still all of these complicated nuanced concepts into something that is very simple for developers who are new to PyTorch to understand.