vDNN: Virtualized Deep Neural Networks for Scalable, Memory-Efficient
Neural Network Design

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vDNN: Virtualized Deep Neural Networks for Scalable, Memory-Efficient Neural Network Design

25 February 2016

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Papers citing "vDNN: Virtualized Deep Neural Networks for Scalable, Memory-Efficient Neural Network Design"

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Title
ROAM: memory-efficient large DNN training via optimized operator ordering and memory layout Huiyao Shu Ang Wang Ziji Shi Hanyu Zhao Yong Li Lu Lu OffRL 135 3 0 30 Oct 2023
Training Large Neural Networks with Constant Memory using a New Execution Algorithm B. Pudipeddi Maral Mesmakhosroshahi Jinwen Xi S. Bharadwaj 331 70 0 13 Feb 2020
Mitigate Parasitic Resistance in Resistive Crossbar-based Convolutional Neural NetworksACM Journal on Emerging Technologies in Computing Systems (JETC), 2019 Fan Zhang Miao Hu 107 22 0 17 Dec 2019
Auto-Precision Scaling for Distributed Deep LearningInformation Security Conference (IS), 2019 Ruobing Han J. Demmel Yang You 162 5 0 20 Nov 2019
BPPSA: Scaling Back-propagation by Parallel Scan AlgorithmConference on Machine Learning and Systems (MLSys), 2019 Shang Wang Yifan Bai Gennady Pekhimenko 173 7 0 23 Jul 2019
MXNET-MPI: Embedding MPI parallelism in Parameter Server Task Model for scaling Deep Learning Amith R. Mamidala Georgios Kollias C. Ward F. Artico 139 21 0 11 Jan 2018
BENCHIP: Benchmarking Intelligence ProcessorsJournal of Computational Science and Technology (JCST), 2017 Jinhua Tao Zidong Du Qi Guo Huiying Lan Lei Zhang ... Allen Rush Willian Chen Shaoli Liu Yunji Chen Tianshi Chen 110 40 0 23 Oct 2017
DyVEDeep: Dynamic Variable Effort Deep Neural Networks Sanjay Ganapathy Swagath Venkataramani Balaraman Ravindran A. Raghunathan 75 8 0 04 Apr 2017
Sampled Image Tagging and Retrieval Methods on User Generated Content Karl S. Ni Kyle Zaragoza Charles Foster C. Carrano Barry Y. Chen Yonas Tesfaye A. Gude 139 6 0 21 Nov 2016
Review of state-of-the-arts in artificial intelligence with application to AI safety problem V. Shakirov 143 10 0 11 May 2016
Theano: A Python framework for fast computation of mathematical expressions The Theano Development Team Rami Al-Rfou Guillaume Alain Amjad Almahairi Christof Angermüller ... Kelvin Xu Lijun Xue Li Yao Saizheng Zhang Ying Zhang 578 2,365 0 09 May 2016
Training Deep Nets with Sublinear Memory Cost Tianqi Chen Bing Xu Chiyuan Zhang Carlos Guestrin 442 1,335 0 21 Apr 2016