PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation.
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Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024
PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.
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Proc. VLDB Endow., 2023
Software-hardware co-design for fast and scalable training of deep learning recommendation models.
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Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022