Deep Learning Training on the Edge with Low-Precision Posits

Deep Learning Training on the Edge with Low-Precision Posits

30 July 2019

H. F. Langroudi

Zachariah Carmichael

Dhireesha Kudithipudi

Papers citing "Deep Learning Training on the Edge with Low-Precision Posits"

5 / 5 papers shown

Title
GSQ-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for LLMs On-Device Fine-tuning Sifan Zhou Shuo Wang Zhihang Yuan Mingjia Shi Yuzhang Shang Dawei Yang ALM MQ 83 0 0 18 Feb 2025
AI Augmented Edge and Fog Computing: Trends and Challenges Shreshth Tuli Fatemeh Mirhakimi Samodha Pallewatta Syed Zawad G. Casale B. Javadi Feng Yan Rajkumar Buyya N. Jennings 19 56 0 01 Aug 2022
PositNN: Training Deep Neural Networks with Mixed Low-Precision Posit Gonçalo Raposo P. Tomás Nuno Roma MQ 11 19 0 30 Apr 2021
PLAM: a Posit Logarithm-Approximate Multiplier Raul Murillo Alberto A. Del Barrio Guillermo Botella Min Soo Kim Hyunjin Kim N. Bagherzadeh TPM 24 25 0 18 Feb 2021
Revisiting the Importance of Individual Units in CNNs via Ablation Bolei Zhou Yiyou Sun David Bau Antonio Torralba FAtt 52 116 0 07 Jun 2018