Search Results for author: Michael Davies

Found 2 papers, 1 papers with code

LookupFFN: Making Transformers Compute-lite for CPU inference

1 code implementation12 Mar 2024 Zhanpeng Zeng, Michael Davies, Pranav Pulijala, Karthikeyan Sankaralingam, Vikas Singh

While GPU clusters are the de facto choice for training large deep neural network (DNN) models today, several reasons including ease of workflow, security and cost have led to efforts investigating whether CPUs may be viable for inference in routine use in many sectors of the industry.

Language Modelling

Deep Action Sequence Learning for Causal Shape Transformation

no code implementations17 May 2016 Kin Gwn Lore, Daniel Stoecklein, Michael Davies, Baskar Ganapathysubramanian, Soumik Sarkar

Deep learning became the method of choice in recent year for solving a wide variety of predictive analytics tasks.

Decision Making

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