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This python actually builds a graph under the hood which then gets JIT compiled for CPU/GPU/TPU.

Does a TPU have XLA-graph for GPUs Cuda-graphs? Not sure on TPU theory

TPUs lower XLA into their own instruction set. https://pytorch.org/xla/release/2.3/index.html