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Dataset for "Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms"

Dataset for "Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms"
Dataset for "Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms"
This dataset supports the publication: 'Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms' in 'Efficient Deep Learning for Computer Vision Workshop at CVPR Conference 2021'.
University of Southampton
Lou, Wei
77dede32-c64f-4531-bae2-e78ae27710f0
Xun, Lei
51a0da82-6979-49a8-8eff-ada011f5aff5
Sabetsarvestani, Mohammadamin
f5c0e55f-6f0c-4f56-9d6d-7de19d6fb136
Bi, Jia
8b23da1b-a6d6-43f4-9752-04a825093b3b
Hare, Jonathon
65ba2cda-eaaf-4767-a325-cd845504e5a9
Merrett, Geoffrey
89b3a696-41de-44c3-89aa-b0aa29f54020
Lou, Wei
77dede32-c64f-4531-bae2-e78ae27710f0
Xun, Lei
51a0da82-6979-49a8-8eff-ada011f5aff5
Sabetsarvestani, Mohammadamin
f5c0e55f-6f0c-4f56-9d6d-7de19d6fb136
Bi, Jia
8b23da1b-a6d6-43f4-9752-04a825093b3b
Hare, Jonathon
65ba2cda-eaaf-4767-a325-cd845504e5a9
Merrett, Geoffrey
89b3a696-41de-44c3-89aa-b0aa29f54020

Xun, Lei (2021) Dataset for "Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms". University of Southampton doi:10.5258/SOTON/D1804 [Dataset]

Record type: Dataset

Abstract

This dataset supports the publication: 'Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms' in 'Efficient Deep Learning for Computer Vision Workshop at CVPR Conference 2021'.

Spreadsheet
Experimental_data.xlsx - Dataset
Available under License Creative Commons Attribution.
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Text
readme.txt - Text
Available under License Creative Commons Attribution.
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More information

Published date: 22 April 2021
Learn more about School of Electronics and Computer Science research Learn more about Cyber Physical Systems research Learn more about Vision, Learning and Control research

Identifiers

Local EPrints ID: 448421
URI: http://eprints.soton.ac.uk/id/eprint/448421
DOI: doi:10.5258/SOTON/D1804
PURE UUID: b50b2b86-2bcf-4a01-a023-42aef2f846af
ORCID for Jonathon Hare: ORCID iD orcid.org/0000-0003-2921-4283
ORCID for Geoffrey Merrett: ORCID iD orcid.org/0000-0003-4980-3894

Catalogue record

Date deposited: 22 Apr 2021 16:30
Last modified: 06 May 2023 01:41

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Contributors

Contributor: Wei Lou
Creator: Lei Xun
Contributor: Mohammadamin Sabetsarvestani
Contributor: Jia Bi
Contributor: Jonathon Hare ORCID iD
Contributor: Geoffrey Merrett ORCID iD

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