Dataset supporting publication "Exploration of Decision Sub-Network Architectures for FPGA-based Dynamic DNNs"

Abstract

This dataset supports the publication " Exploration of Decision Sub-Network Architectures for FPGA-based Dynamic DNNs " to be published in the Proceedings of the 2023 Design, Automation and Test in Europe Conference and Exhibition. 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). Related projects: Engineering and Physical Sciences Research Council (EPSRC) under EP/S030069/1 Licence: CC BY 4.0

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