Efficient Winograd Convolution via Integer Arithmetic

7 January 2019

Papers citing "Efficient Winograd Convolution via Integer Arithmetic"

10 / 10 papers shown

Title
YFlows: Systematic Dataflow Exploration and Code Generation for Efficient Neural Network Inference using SIMD Architectures on CPUs Cyrus Zhou Zack Hassman Ruize Xu Dhirpal Shah Vaughn Richard Yanjing Li 97 2 0 01 Oct 2023
Low-Rank Winograd Transformation for 3D Convolutional Neural Networks Ziran Qin Mingbao Lin Weiyao Lin 3DPC 77 3 0 26 Jan 2023
Going Further With Winograd Convolutions: Tap-Wise Quantization for Efficient Inference on 4x4 Tile Renzo Andri Beatrice Bussolino A. Cipolletta Lukas Cavigelli Zhe Wang MQ 60 14 0 26 Sep 2022
Communication Bounds for Convolutional Neural Networks An Chen J. Demmel Grace Dinh Mason Haberle Olga Holtz 51 4 0 18 Apr 2022
Fast Convolution based on Winograd Minimum Filtering: Introduction and Development Gan Tong Libo Huang 32 2 0 01 Nov 2021
Efficient Residue Number System Based Winograd Convolution Zhi-Gang Liu Matthew Mattina 78 12 0 23 Jul 2020
Quantaized Winograd/Toom-Cook Convolution for DNNs: Beyond Canonical Polynomials Base B. Barabasz MQ 39 5 0 23 Apr 2020
Searching for Winograd-aware Quantized Networks Javier Fernandez-Marques P. Whatmough Andrew Mundy Matthew Mattina MQ 76 40 0 25 Feb 2020
DWM: A Decomposable Winograd Method for Convolution Acceleration Di Huang Xishan Zhang Rui Zhang Tian Zhi Deyuan He ... Qi Guo Zidong Du Shaoli Liu Tianshi Chen Yunji Chen 40 26 0 03 Feb 2020
Winograd Convolution for DNNs: Beyond linear polynomials B. Barabasz David Gregg 30 14 0 13 May 2019