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Author

Chima Adiole

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Preprint Sep 2026

Every Kernel Is a Join: Automatic Multi-GPU Parallelism for AI Computations in Einsummable

Distributing an AI computation across the GPUs of a multi-GPU server is one of the central problems in systems-for-AI. We present Einsummable, a prototype system that accepts a PyTorch-like description of an AI computation and automatically distributes it across a multi-GPU server, with no device assignments, sharding...

Zhi-Min Ding, Chen-Kuan Liao, Chima Adiole et al. · 0 citations

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