Benchmarking of DL Libraries and Models on Mobile Devices

Benchmarking of DL Libraries and Models on Mobile Devices

14 February 2022

Mengwei Xu

Shangguang Wang

Papers citing "Benchmarking of DL Libraries and Models on Mobile Devices"

10 / 10 papers shown

Title
Leveraging Neural Graph Compilers in Machine Learning Research for Edge-Cloud Systems Alireza Furutanpey Carmen Walser Philipp Raith P. Frangoudis Schahram Dustdar GNN NAI 83 0 0 28 Apr 2025
Energy and Time-Aware Inference Offloading for DNN-based Applications in LEO Satellites Yijie Chen Qiyang Zhang Yiran Zhang Xiao Ma Ao Zhou 28 3 0 22 Nov 2023
Disarming Steganography Attacks Inside Neural Network Models Ran Dubin AAML 6 5 0 06 Sep 2023
Mobile Foundation Model as Firmware Jinliang Yuan Chenchen Yang Dongqi Cai Shihe Wang Xin Yuan ... Di Zhang Hanzi Mei Xianqing Jia Shangguang Wang Mengwei Xu 32 19 0 28 Aug 2023
Automation Slicing and Testing for in-App Deep Learning Models Hao Wu Yuhang Gong Xiaopeng Ke Hanzhong Liang Minghao Li Fengyuan Xu Yunxin Liu Sheng Zhong 31 1 0 15 May 2022
Smart at what cost? Characterising Mobile Deep Neural Networks in the wild Mario Almeida Stefanos Laskaridis Abhinav Mehrotra L. Dudziak Ilias Leontiadis Nicholas D. Lane HAI 95 44 0 28 Sep 2021
It's always personal: Using Early Exits for Efficient On-Device CNN Personalisation Ilias Leontiadis Stefanos Laskaridis Stylianos I. Venieris Nicholas D. Lane 63 29 0 02 Feb 2021
Scaling Up Online Speech Recognition Using ConvNets Vineel Pratap Qiantong Xu Jacob Kahn Gilad Avidov Tatiana Likhomanenko Awni Y. Hannun Vitaliy Liptchinsky Gabriel Synnaeve R. Collobert 125 38 0 27 Jan 2020
Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation Byung Hoon Ahn Prannoy Pilligundla Amir Yazdanbakhsh H. Esmaeilzadeh ODL 53 80 0 23 Jan 2020
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 948 20,471 0 17 Apr 2017