VTA: An Open Hardware-Software Stack for Deep Learning

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Other Links: arxiv.org

Abstract:

Specialized Deep Learning (DL) acceleration stacks, designed for a specific set of frameworks, model architectures, operators, and data types, offer the allure of high performance while sacrificing flexibility. Changes in algorithms, models, operators, or numerical systems threaten the viability of specialized hardware accelerators. W...More

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