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PyGraph: Robust Compiler Support for CUDA Graphs in PyTorch
- PyGraph is a novel approach to automatically harness the power of CUDA Graphs within PyTorch.
- PyGraph enables wider deployment of CUDA Graphs and reduces GPU kernel parameter copy overheads.
- PyGraph selectively deploys CUDA Graphs based on a cost-benefit analysis.
- PyGraph shows substantial performance improvements over PyTorch2 in machine learning benchmarks.
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