· 2024
PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation
- 606citations
- 2024year
Short summary
PyTorch 2's torch.compile feature, powered by TorchDynamo and TorchInductor, achieves 2.27x faster inference and 1.41x faster training on GPUs by dynamically compiling Python bytecode into optimized graphs.
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Hardware and ArchitectureComputer Science