Inside torch.compile Guards: How They Work, What They Cost, and Ways to Optimize

torch.compile is PyTorch’s just-in-time (JIT) compiler. It springs into action the first time a function is called with real inputs, lowering your Python code to an optimized graph. In doing so, it specializes that graph on specific properties of the...