Pareto-Optimal Quantized ResNet Is Mostly 4-bit

7 May 2021

Papers citing "Pareto-Optimal Quantized ResNet Is Mostly 4-bit"

8 / 8 papers shown

Title
FLIQS: One-Shot Mixed-Precision Floating-Point and Integer Quantization Search Jordan Dotzel Gang Wu Andrew Li M. Umar Yun Ni ... Liqun Cheng Martin G. Dixon N. Jouppi Quoc V. Le Sheng Li MQ 38 3 0 07 Aug 2023
Efficiently Scaling Transformer Inference Reiner Pope Sholto Douglas Aakanksha Chowdhery Jacob Devlin James Bradbury Anselm Levskaya Jonathan Heek Kefan Xiao Shivani Agrawal J. Dean 37 295 0 09 Nov 2022
QReg: On Regularization Effects of Quantization Mohammadhossein Askarihemmat Reyhane Askari Hemmat Alexander Hoffman Ivan Lazarevich Ehsan Saboori Olivier Mastropietro Sudhakar Sah Yvon Savaria J. David MQ 37 5 0 24 Jun 2022
4-bit Conformer with Native Quantization Aware Training for Speech Recognition Shaojin Ding Phoenix Meadowlark Yanzhang He Lukasz Lew Shivani Agrawal Oleg Rybakov MQ 31 32 0 29 Mar 2022
PokeBNN: A Binary Pursuit of Lightweight Accuracy Yichi Zhang Zhiru Zhang Lukasz Lew MQ 45 57 0 30 Nov 2021
Toward Compact Parameter Representations for Architecture-Agnostic Neural Network Compression Yuezhou Sun Wenlong Zhao Lijun Zhang Xiao Liu Hui Guan Matei A. Zaharia 26 0 0 19 Nov 2021
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,572 0 17 Apr 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,327 0 05 Nov 2016