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Why Globally Re-shuffle? Revisiting Data Shuffling in Large Scale Deep Learning

  • Published:2022-05 Issue: Volume: Page:
  • ISSN:
  • Container-title:2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS)
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Author:

Nguyen Truong Thao1,Trahay Francois2,Domke Jens3,Drozd Aleksandr3,Vatai Emil3,Liao Jianwei4,Wahib Mohamed1,Gerofi Balazs3

Affiliation:

1. National Institute of Advanced Industrial Science and Technology (AIST),Japan

2. Télécom SudParis, Institut Polytechnique de Paris,France

3. RIKEN Center for Computational Science,Japan

4. College of Computer and Information Science, Southwest University of China,China

Publisher

IEEE

Reference48 articles.

1. Using Differential Execution Analysis to Identify Thread Interference

2. Massively distributed sgd: Imagenet/resnet-50 training in a flash;mikami;ArXiv Preprint,2018

3. Imagenet-21k pretraining for the masses;ridnik;ArXiv Preprint,2021

4. 3D Object Representations for Fine-Grained Categorization

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