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A blog post explaining PyTorch FX graphs, which are an intermediate representation used throughout the PyTorch 2.0 compile ecosystem. It covers the core objects Graph, Node, and GraphModule, and how to understand and work with them.
The article explains the torch.compile stack in PyTorch, detailing steps from API to Dynamo, FX graph, ATen ops, and Torch Inductor for JIT compilation.