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Sergey Salishev, Zeev Volkovich, Oleg Granichin

Public reference bibliography and cataloged PDF materials authored or published by Sergey Salishev, Zeev Volkovich, Oleg Granichin.

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Transformers as Generic Deep Neural Networks: Exact Compilation, the Cost of Removing Activation-Activation Products, and Multi-Agent Attention Clustering

Year: 2026 • Source: arxiv.org • Listed PDF

Transformers are deployed as a special model class. Neural processing units (NPU) add dedicated operators for attention and normalization, and quantization relies on Transformer-specific algorithms. We show the computati...