Nov 24, 2018 · We present computational characteristics of our models, describe high performance optimizations targeting existing systems, point out their ...

Detailed characterizations of deep learning models used in many Facebook social network services are provided and the need for better co-design of ...

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Sep 21, 2018 · Characterization, Performance Optimizations, and Hardware Implications ... HW performance modeling and recommendations through Machine.

Aug 16, 2021 · Bibliographic details on Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware ...

Nov 24, 2018 · We present computational characteristics of our models, describe high-performance optimizations targeting existing systems, point out their ...

The application of deep learning techniques resulted in remarkableimprovement of machine learning models. In this paper provides detailedcharacterizations ...

Zion - Facebook's next-generation large-memory training platform that consists of both CPUs and accelerators is designed and the design requirements of ...

Deep learning inference in facebook data centers: Characterization, performance optimizations and hardware implications. J Park, M Naumov, P Basu, S Deng, A ...

[1]. Park, Jongsoo, et al. “Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications.” arXiv ...