PANTHER: A Programmable Architecture for Neural Network Training
Harnessing Energy-efficient ReRAM

PANTHER: A Programmable Architecture for Neural Network Training Harnessing Energy-efficient ReRAM

24 December 2019

S. R. Chalamalasetti

Papers citing "PANTHER: A Programmable Architecture for Neural Network Training Harnessing Energy-efficient ReRAM"

12 / 12 papers shown

Title
Training High-Performance and Large-Scale Deep Neural Networks with Full 8-bit Integers Yukuan Yang Shuang Wu Lei Deng Tianyi Yan Yuan Xie Guoqi Li MQ 129 112 0 05 Sep 2019
A Study of BFLOAT16 for Deep Learning Training Dhiraj D. Kalamkar Dheevatsa Mudigere Naveen Mellempudi Dipankar Das K. Banerjee ... Sudarshan Srinivasan Abhisek Kundu M. Smelyanskiy Bharat Kaul Pradeep Dubey MQ 78 343 0 29 May 2019
Training Deep Neural Networks with 8-bit Floating Point Numbers Naigang Wang Jungwook Choi D. Brand Chia-Yu Chen K. Gopalakrishnan MQ 58 500 0 19 Dec 2018
Revisiting Small Batch Training for Deep Neural Networks Dominic Masters Carlo Luschi ODL 69 665 0 20 Apr 2018
Newton: Gravitating Towards the Physical Limits of Crossbar Acceleration Anirban Nag Ali Shafiee R. Balasubramonian Vivek Srikumar N. Muralimanohar 34 37 0 10 Mar 2018
Training and Inference with Integers in Deep Neural Networks Shuang Wu Guoqi Li F. Chen Luping Shi MQ 57 390 0 13 Feb 2018
Mixed Precision Training Paulius Micikevicius Sharan Narang Jonah Alben G. Diamos Erich Elsen ... Boris Ginsburg Michael Houston Oleksii Kuchaiev Ganesh Venkatesh Hao Wu 149 1,792 0 10 Oct 2017
GraphR: Accelerating Graph Processing Using ReRAM Linghao Song Youwei Zhuo Xuehai Qian Hai Helen Li Yiran Chen GNN 39 246 0 21 Aug 2017
Multiscale Co-Design Analysis of Energy, Latency, Area, and Accuracy of a ReRAM Analog Neural Training Accelerator M. Marinella S. Agarwal Alexander H. Hsia Isaac Richter R. Jacobs-Gedrim J. Niroula S. Plimpton Engin Ipek C. James 30 131 0 31 Jul 2017
In-Datacenter Performance Analysis of a Tensor Processing Unit N. Jouppi C. Young Nishant Patil David Patterson Gaurav Agrawal ... Vijay Vasudevan Richard Walter Walter Wang Eric Wilcox Doe Hyun Yoon 221 4,626 0 16 Apr 2017
Efficient Processing of Deep Neural Networks: A Tutorial and Survey Vivienne Sze Yu-hsin Chen Tien-Ju Yang J. Emer AAML 3DV 113 3,013 0 27 Mar 2017
Incentivizing Exploration In Reinforcement Learning With Deep Predictive Models Bradly C. Stadie Sergey Levine Pieter Abbeel 86 504 0 03 Jul 2015