26ms Inference Time for ResNet-50: Towards Real-Time Execution of all
DNNs on Smartphone

26ms Inference Time for ResNet-50: Towards Real-Time Execution of all DNNs on Smartphone

2 May 2019

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Papers citing "26ms Inference Time for ResNet-50: Towards Real-Time Execution of all DNNs on Smartphone"

9 / 9 papers shown

Title
Real-time Neural Network Inference on Extremely Weak Devices: Agile Offloading with Explainable AI Kai Huang Wei Gao 72 36 0 21 Dec 2023
Enhancing Reliability in Federated mmWave Networks: A Practical and Scalable Solution using Radar-Aided Dynamic Blockage Recognition Mohammad M. Al-Quraan A. Zoha Anthony Centeno H. Salameh Sami Muhaidat Muhammad Ali Imran Lina S. Mohjazi 65 5 0 22 Jun 2023
On Efficient Approximate Queries over Machine Learning Models Dujian Ding S. Amer-Yahia L. Lakshmanan 110 6 0 06 Jun 2022
GRIM: A General, Real-Time Deep Learning Inference Framework for Mobile Devices based on Fine-Grained Structured Weight Sparsity Wei Niu Zhengang Xiaolong Ma Zhaoyang Han Gang Zhou Xuehai Qian Xue Lin Yanzhi Wang Bin Ren 45 19 0 25 Aug 2021
Teachers Do More Than Teach: Compressing Image-to-Image Models Qing Jin Jian Ren Oliver J. Woodford Jiazhuo Wang Geng Yuan Yanzhi Wang Sergey Tulyakov 82 56 0 05 Mar 2021
Acting in Delayed Environments with Non-Stationary Markov Policies E. Derman Gal Dalal Shie Mannor 84 34 0 28 Jan 2021
A Novel ANN Structure for Image Recognition Shilpa Mayannavar U. Wali V. M. Aparanji 22 3 0 09 Oct 2020
An Ultra-Efficient Memristor-Based DNN Framework with Structured Weight Pruning and Quantization Using ADMM Geng Yuan Xiaolong Ma Caiwen Ding Sheng Lin Tianyun Zhang Zeinab S. Jalali Yilong Zhao Li Jiang S. Soundarajan Yanzhi Wang MQ 44 47 0 29 Aug 2019
Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation Xiaolong Ma Geng Yuan Sheng Lin Caiwen Ding Fuxun Yu Tao Liu Wujie Wen Xiang Chen Yanzhi Wang MQ 79 45 0 27 Aug 2019