A survey of techniques for optimizing transformer inference

KT Chitty-Venkata, S Mittal, M Emani… - Journal of Systems …, 2023 - Elsevier
Recent years have seen a phenomenal rise in the performance and applications of
transformer neural networks. The family of transformer networks, including Bidirectional …

Neural architecture search benchmarks: Insights and survey

KT Chitty-Venkata, M Emani, V Vishwanath… - IEEE …, 2023 - ieeexplore.ieee.org
Neural Architecture Search (NAS), a promising and fast-moving research field, aims to
automate the architectural design of Deep Neural Networks (DNNs) to achieve better …

Efficient and Dependable Deep Learning Systems

S Latifi - 2023 - deepblue.lib.umich.edu
Deep learning is overhauling a plethora of applications such as voice assistants,
autonomous vehicles and driving assist technologies, and e-commerce. With such a huge …