Search Results for author: Timothy G. Rogers

Found 2 papers, 2 papers with code

Analyzing Machine Learning Workloads Using a Detailed GPU Simulator

13 code implementations18 Nov 2018 Jonathan Lew, Deval Shah, Suchita Pati, Shaylin Cattell, Mengchi Zhang, Amruth Sandhupatla, Christopher Ng, Negar Goli, Matthew D. Sinclair, Timothy G. Rogers, Tor Aamodt

Most deep neural networks deployed today are trained using GPUs via high-level frameworks such as TensorFlow and PyTorch.

Distributed, Parallel, and Cluster Computing

Exploring Modern GPU Memory System Design Challenges through Accurate Modeling

9 code implementations16 Oct 2018 Mahmoud Khairy, Jain Akshay, Tor Aamodt, Timothy G. Rogers

Our enhanced GPU model is able to describe the NVIDIA Volta architecture in sufficient detail to reduce error in memory system even counters by as much as 66X.

Hardware Architecture

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