Have you ever thought of writing your own compiler? This is Part 2 of a series on compiler basics. Check out Part 1, where I begin by demonstrating a simple yet efficient way of reading the original ...

Compilers Explore PyTorch compilers to optimize and deploy models efficiently. Learn about APIs like torch.compile and torch.export that let you enhance model performance and streamline deployment ...

Now, it's time to discuss a few techniques to improve the overall design of the parser. I'll cover performance, general structure and what can be done to considerably ...

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 ...