A Systematic Approach to Blocking Convolutional Neural Networks

A Systematic Approach to Blocking Convolutional Neural Networks

14 June 2016

Nikhil Bhagdikar

Stephen Richardson

Shahar Kvatinsky

Jonathan Ragan-Kelley

Papers citing "A Systematic Approach to Blocking Convolutional Neural Networks"

13 / 13 papers shown

Title
AMULET: Adaptive Matrix-Multiplication-Like Tasks Junyoung Kim Kenneth Ross Eric Sedlar Lukas Stadler 13 1 0 12 May 2023
RT-RCG: Neural Network and Accelerator Search Towards Effective and Real-time ECG Reconstruction from Intracardiac Electrograms Yongan Zhang Anton Banta Yonggan Fu M. John A. Post M. Razavi Joseph R. Cavallaro B. Aazhang Yingyan Lin 31 4 0 04 Nov 2021
Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators Yonggan Fu Yongan Zhang Yang Zhang David D. Cox Yingyan Lin MQ 58 18 0 11 Jun 2021
HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark Chaojian Li Zhongzhi Yu Yonggan Fu Yongan Zhang Yang Katie Zhao Haoran You Qixuan Yu Yue Wang Yingyan Lin 53 108 0 19 Mar 2021
Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead Maurizio Capra Beatrice Bussolino Alberto Marchisio Guido Masera Maurizio Martina Mohamed Bennai BDL 64 140 0 21 Dec 2020
DNA: Differentiable Network-Accelerator Co-Search Yongan Zhang Y. Fu Weiwen Jiang Chaojian Li Haoran You Meng Li Vikas Chandra Yingyan Lin 31 17 0 28 Oct 2020
Communication Lower Bound in Convolution Accelerators Xiaoming Chen Yinhe Han Yu Wang 26 29 0 08 Nov 2019
eCNN: A Block-Based and Highly-Parallel CNN Accelerator for Edge Inference Chao-Tsung Huang Yu-Chun Ding Huan-Ching Wang Chi-Wen Weng Kai-Ping Lin Li-Wei Wang Li-De Chen 16 42 0 13 Oct 2019
Optimally Scheduling CNN Convolutions for Efficient Memory Access Arthur Stoutchinin Francesco Conti Luca Benini 43 43 0 04 Feb 2019
Interstellar: Using Halide's Scheduling Language to Analyze DNN Accelerators Xuan S. Yang Mingyu Gao Qiaoyi Liu Jeff Setter Jing Pu ... Kaidi Cao Heonjae Ha Priyanka Raina Christos Kozyrakis M. Horowitz 32 226 0 10 Sep 2018
Supporting Very Large Models using Automatic Dataflow Graph Partitioning Minjie Wang Chien-chin Huang Jinyang Li 49 154 0 24 Jul 2018
Restructuring Batch Normalization to Accelerate CNN Training Wonkyung Jung Daejin Jung and Byeongho Kim Sunjung Lee Wonjong Rhee Jung Ho Ahn 24 62 0 04 Jul 2018
GANAX: A Unified MIMD-SIMD Acceleration for Generative Adversarial Networks Amir Yazdanbakhsh Hajar Falahati Philip J. Wolfe K. Samadi Nam Sung Kim H. Esmaeilzadeh 30 71 0 10 May 2018