Co-Optimization of DNN and Hardware Configurations on Edge GPUs

Author:

Bouzidi Halima1,Ouarnoughi Hamza1,Niar Smail1,Talbi El-Ghazali2,El Cadi Abdessamad Ait1

Affiliation:

1. Université Polytechnique Hauts-de-France,LAMIH/UMR CNRS,Valenciennes,France

2. Université de Lille, CNRS/CRISTAL INRIA Lille Nord Europe

Publisher

IEEE

Reference24 articles.

1. Neural Architecture Search and Hardware Accelerator Co-Search: A Survey

2. Imagenet classification with deep convolutional neural networks;krizhevsky;Advances in neural information processing systems,2012

3. Best of Both Worlds: AutoML Codesign of a CNN and its Hardware Accelerator

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1. CoNAX: Towards Comprehensive Co-Design Neural Architecture Search Using HW Abstractions;2024 IEEE 35th International Conference on Application-specific Systems, Architectures and Processors (ASAP);2024-07-24

2. Fusion Orchestration Guidelines (FOG) for Collaborative Computing and Network Data Fusion;NAECON 2023 - IEEE National Aerospace and Electronics Conference;2023-08-28

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