README File For 'Dataset for "Exploration of Decision Sub-Network Architectures for FPGA-based Dynamic DNNs"'
 

Dataset DOI:  https://doi.org/10.5258/SOTON/D2514
 

ReadMe Author: Anastasios Dimitriou, University of Southampton [email: ad1r20@soton.ac.uk]
 

This dataset supports the publication:
 
AUTHORS: Anastasios Dimitriou, Mingyu Hu, Jonathon Hare, Geoff V. Merrett
 
TITLE: Exploration of Decision Sub-Network Architectures for FPGA-based Dynamic DNNs
 
CONFERENCE: Design, Automation & Test in Europe Conference (DATE)
 

This dataset contains:
 
'Fig2a.csv': Data supporting Fig. 2 (a). Execution time in ms of the Dynamic Deep Neural Network on different platforms. (CPU, CPU+GPU, Jetson Xavier and FPGA  Xilinx ZCU106)
 
'Fig2b.csv': Data supporting Fig. 2 (b). Energy consumption and needed power for the execution of the Dynamic Deep Neural network on different platforms. (CPU, CPU+GPU, Jetson Xavier and FPGA  Xilinx ZCU106).

Date of data collection: October 2022 - December 2022
 

Information about geographic location of data collection:  UK
 

Licence: CC BY 4.0
 

Related projects: Engineering and Physical Sciences Research Council (EPSRC) under EP/S030069/1


Date that the file was created: January, 2023