An interactive deep dive into PyTorch's torch.compile system, tracing the journey from Python functions to optimized FX graphs. Note: All examples run on CPU for simplicity purposes. torch.compile is ...
torch.compile is PyTorch 2's compiler-based optimization system introduced in PyTorch 2.0. In standard PyTorch ("eager mode"), each operation executes immediately as Python encounters it — simple to ...