ML4LM — PyTorch — What Not to Do in PyTorch Models for Better Performance (dynamo)
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PyTorch — What Not to Do in PyTorch Models for Better Performance (dynamo)
With PyTorch 2.0+, torch.compile can make your models faster by capturing them as graphs and optimizing them.
Common pitfalls and anti-patterns in PyTorch model development that can hurt performance, especially with Dynamo compilation.