Search Results for author: Jacob Hatef

Found 1 papers, 1 papers with code

The Case for Co-Designing Model Architectures with Hardware

1 code implementation25 Jan 2024 Quentin Anthony, Jacob Hatef, Deepak Narayanan, Stella Biderman, Stas Bekman, Junqi Yin, Aamir Shafi, Hari Subramoni, Dhabaleswar Panda

While GPUs are responsible for training the vast majority of state-of-the-art deep learning models, the implications of their architecture are often overlooked when designing new deep learning (DL) models.

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