pytorch/torchdynamo
A Python-level JIT compiler that dynamically optimizes unmodified PyTorch programs at runtime.
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TorchDynamo is a Python-level JIT compiler designed to make unmodified PyTorch programs faster. It works by dynamically analyzing Python code as it executes and compiling optimized paths using graph compilation and optimizations. The project has been integrated directly into the main PyTorch repository as torch._dynamo, providing the underlying optimization engine for torch.compile.
Frequently asked
- What is pytorch/torchdynamo?
- A Python-level JIT compiler that dynamically optimizes unmodified PyTorch programs at runtime.
- Is torchdynamo open source?
- Yes — pytorch/torchdynamo is open source, released under the BSD-3-Clause license.
- What language is torchdynamo written in?
- pytorch/torchdynamo is primarily written in Python.
- How popular is torchdynamo?
- pytorch/torchdynamo has 1.1k stars on GitHub.
- Where can I find torchdynamo?
- pytorch/torchdynamo is on GitHub at https://github.com/pytorch/torchdynamo.