Highly Efficient 8-bit Low Precision Inference of Convolutional Neural Networks with IntelCaffe

4 May 2018

Papers citing "Highly Efficient 8-bit Low Precision Inference of Convolutional Neural Networks with IntelCaffe"

9 / 9 papers shown

Title
Neural Network Quantization for Efficient Inference: A Survey Olivia Weng MQ 75 26 0 08 Dec 2021
Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision Johan Bjorck Xiangyu Chen Christopher De Sa Carla P. Gomes Kilian Q. Weinberger 128 6 0 26 Feb 2021
Towards Fully 8-bit Integer Inference for the Transformer Model Ye Lin Yanyang Li Tengbo Liu Tong Xiao Tongran Liu Jingbo Zhu MQ 78 63 0 17 Sep 2020
Robust Quantization: One Model to Rule Them All Moran Shkolnik Brian Chmiel Ron Banner Gil Shomron Yury Nahshan A. Bronstein U. Weiser OOD MQ 98 76 0 18 Feb 2020
Loss Aware Post-training Quantization Yury Nahshan Brian Chmiel Chaim Baskin Evgenii Zheltonozhskii Ron Banner A. Bronstein A. Mendelson MQ 100 166 0 17 Nov 2019
Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks Ruihao Gong Xianglong Liu Shenghu Jiang Tian-Hao Li Peng Hu Jiazhen Lin F. Yu Junjie Yan MQ 84 459 0 14 Aug 2019
Feature Map Transform Coding for Energy-Efficient CNN Inference Brian Chmiel Chaim Baskin Ron Banner Evgenii Zheltonozhskii Yevgeny Yermolin Alex Karbachevsky A. Bronstein A. Mendelson 89 26 0 26 May 2019
Super accurate low latency object detection on a surveillance UAV Maarten Vandersteegen Kristof Van Beeck Toon Goedemé 59 20 0 03 Apr 2019
Post-training 4-bit quantization of convolution networks for rapid-deployment Ron Banner Yury Nahshan Elad Hoffer Daniel Soudry MQ 83 94 0 02 Oct 2018