Compiling Neural Networks for a Computational Memory Accelerator

Compiling Neural Networks for a Computational Memory Accelerator

5 March 2020

Nikolas Ioannou

Papers citing "Compiling Neural Networks for a Computational Memory Accelerator"

11 / 11 papers shown

Title
5 Parallel Prism: A topology for pipelined implementations of convolutional neural networks using computational memory M. Dazzi Abu Sebastian P. Francese Thomas Parnell Luca Benini E. Eleftheriou GNN 20 8 0 08 Jun 2019
Stripe: Tensor Compilation via the Nested Polyhedral Model Tim Zerrell J. Bruestle 31 32 0 14 Mar 2019
RxNN: A Framework for Evaluating Deep Neural Networks on Resistive Crossbars Shubham Jain Abhronil Sengupta Kaushik Roy A. Raghunathan 47 87 0 31 Aug 2018
Quantizing deep convolutional networks for efficient inference: A whitepaper Raghuraman Krishnamoorthi MQ 103 1,009 0 21 Jun 2018
Tiramisu: A Polyhedral Compiler for Expressing Fast and Portable Code Riyadh Baghdadi Jessica Ray Malek Ben Romdhane Emanuele Del Sozzo Abdurrahman Akkas Yunming Zhang Patricia Suriana Shoaib Kamil Saman P. Amarasinghe 15 255 0 27 Apr 2018
Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions Nicolas Vasilache O. Zinenko Theodoros Theodoridis Priya Goyal Zach DeVito William S. Moses Sven Verdoolaege Andrew Adams Albert Cohen 62 432 0 13 Feb 2018
TVM: An Automated End-to-End Optimizing Compiler for Deep Learning Tianqi Chen T. Moreau Ziheng Jiang Lianmin Zheng Eddie Q. Yan ... Leyuan Wang Yuwei Hu Luis Ceze Carlos Guestrin Arvind Krishnamurthy 127 374 0 12 Feb 2018
Bridging the Gap Between Neural Networks and Neuromorphic Hardware with A Neural Network Compiler Yu Ji Youhui Zhang Wenguang Chen Yuan Xie 44 56 0 15 Nov 2017
SCNN: An Accelerator for Compressed-sparse Convolutional Neural Networks A. Parashar Minsoo Rhu Anurag Mukkara A. Puglielli Rangharajan Venkatesan Brucek Khailany J. Emer S. Keckler W. Dally 58 1,122 0 23 May 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 181 4,619 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 94 3,002 0 27 Mar 2017