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Dataset for "Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms"

Dataset for "Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms"
Dataset for "Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms"
Dataset supports: Xun, L., Tran-Thanh, L., Al-Hashimi, B., & Merrett, G. (2019). Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms. In ACM/IEEE Workshop on Machine Learning for CAD 2019 (MLCAD'19).
University of Southampton
Xun, Lei
51a0da82-6979-49a8-8eff-ada011f5aff5
Tran-Thanh, Long
e0666669-d34b-460e-950d-e8b139fab16c
Al-Hashimi, Bashir
0b29c671-a6d2-459c-af68-c4614dce3b5d
Merrett, Geoff
89b3a696-41de-44c3-89aa-b0aa29f54020
Xun, Lei
51a0da82-6979-49a8-8eff-ada011f5aff5
Tran-Thanh, Long
e0666669-d34b-460e-950d-e8b139fab16c
Al-Hashimi, Bashir
0b29c671-a6d2-459c-af68-c4614dce3b5d
Merrett, Geoff
89b3a696-41de-44c3-89aa-b0aa29f54020

Xun, Lei (2020) Dataset for "Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms". University of Southampton doi:10.5258/SOTON/D1245 [Dataset]

Record type: Dataset

Abstract

Dataset supports: Xun, L., Tran-Thanh, L., Al-Hashimi, B., & Merrett, G. (2019). Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms. In ACM/IEEE Workshop on Machine Learning for CAD 2019 (MLCAD'19).

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: 14 February 2020

Identifiers

Local EPrints ID: 437753
URI: http://eprints.soton.ac.uk/id/eprint/437753
PURE UUID: ed358079-60d2-425c-9d64-25005bbfb6dc
ORCID for Long Tran-Thanh: ORCID iD orcid.org/0000-0003-1617-8316
ORCID for Geoff Merrett: ORCID iD orcid.org/0000-0003-4980-3894

Catalogue record

Date deposited: 14 Feb 2020 17:30
Last modified: 15 Feb 2020 01:31

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Contributors

Creator: Lei Xun
Contributor: Long Tran-Thanh ORCID iD
Contributor: Bashir Al-Hashimi
Contributor: Geoff Merrett ORCID iD

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