Performance-Efficiency Trade-off of Low-Precision Numerical Formats in Deep Neural Networks

25 March 2019

Dhireesha Kudithipudi

Papers citing "Performance-Efficiency Trade-off of Low-Precision Numerical Formats in Deep Neural Networks"

4 / 4 papers shown

Title
EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision Yufeng Yang Adrian Kneip Charlotte Frenkel GNN 36 4 0 30 Apr 2024
Energy-efficient Task Adaptation for NLP Edge Inference Leveraging Heterogeneous Memory Architectures Zirui Fu Aleksandre Avaliani M. Donato 44 1 0 25 Mar 2023
PositNN: Training Deep Neural Networks with Mixed Low-Precision Posit Gonçalo Raposo P. Tomás Nuno Roma MQ 30 19 0 30 Apr 2021
Deep Learning Training on the Edge with Low-Precision Posits H. F. Langroudi Zachariah Carmichael Dhireesha Kudithipudi MQ 21 14 0 30 Jul 2019