Comparative Study of Deep Learning Software Frameworks

Comparative Study of Deep Learning Software Frameworks

19 November 2015

Naveen Ramakrishnan

Papers citing "Comparative Study of Deep Learning Software Frameworks"

18 / 18 papers shown

Title
Detection and Localization of Multiple Image Splicing Using MobileNet V1 K. Kadam Swati Ahirrao K. Kotecha Sayan Sahu 20 40 0 22 Aug 2021
Tropical and Extratropical Cyclone Detection Using Deep Learning Christina Kumler-Bonfanti J. Stewart D. Hall M. Govett 11 37 0 18 May 2020
High Performance I/O For Large Scale Deep Learning A. Aizman Gavin Maltby Thomas Breuel 19 33 0 07 Jan 2020
$λ$ -NIC: Interactive Serverless Compute on Programmable SmartNICs Sean Choi M. Shahbaz B. Prabhakar M. Rosenblum 28 47 0 26 Sep 2019
An Empirical Study towards Characterizing Deep Learning Development and Deployment across Different Frameworks and Platforms Qianyu Guo Sen Chen Xiaofei Xie Lei Ma Q. Hu Hongtao Liu Yang Liu Jianjun Zhao Xiaohong Li 38 122 0 15 Sep 2019
pCAMP: Performance Comparison of Machine Learning Packages on the Edges Xingzhou Zhang Yifan Wang Weisong Shi 9 91 0 05 Jun 2019
Efficient Memory Management for GPU-based Deep Learning Systems Junzhe Zhang Sai-Ho Yeung Yao Shu Bingsheng He Wei Wang 18 41 0 19 Feb 2019
Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark Cody Coleman Daniel Kang Deepak Narayanan Luigi Nardi Tian Zhao Jian Zhang Peter Bailis K. Olukotun Christopher Ré Matei A. Zaharia 13 117 0 04 Jun 2018
A Survey on Deep Learning Methods for Robot Vision Javier Ruiz-del-Solar P. Loncomilla Naiomi Soto 31 60 0 28 Mar 2018
Performance Modeling and Evaluation of Distributed Deep Learning Frameworks on GPUs S. Shi Qiang-qiang Wang Xiaowen Chu 37 110 0 16 Nov 2017
Distributed Training Large-Scale Deep Architectures Shang-Xuan Zou Chun-Yen Chen Jui-Lin Wu Chun-Nan Chou Chia-Chin Tsao Kuan-Chieh Tung Ting-Wei Lin Cheng-Lung Sung Edward Y. Chang 26 22 0 10 Aug 2017
Cloud-based or On-device: An Empirical Study of Mobile Deep Inference Tian Guo 18 7 0 14 Jul 2017
CHAOS: A Parallelization Scheme for Training Convolutional Neural Networks on Intel Xeon Phi Andre Viebke Suejb Memeti Sabri Pllana Ajith Abraham 32 25 0 25 Feb 2017
Predicting Process Behaviour using Deep Learning Joerg Evermann Jana-Rebecca Rehse Peter Fettke 29 352 0 14 Dec 2016
Benchmarking State-of-the-Art Deep Learning Software Tools S. Shi Qiang-qiang Wang Pengfei Xu Xiaowen Chu BDL 14 327 0 25 Aug 2016
RETURNN: The RWTH Extensible Training framework for Universal Recurrent Neural Networks P. Doetsch Albert Zeyer P. Voigtlaender Ilya Kulikov Ralf Schluter Hermann Ney 20 74 0 02 Aug 2016
Distributed Machine Learning in Materials that Couple Sensing, Actuation, Computation and Communication Dana Hughes N. Correll AI4CE 16 536 0 11 Jun 2016
Deep Learning in Bioinformatics Seonwoo Min Byunghan Lee Sungroh Yoon AI4CE 3DV 36 1,351 0 21 Mar 2016