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Reference Implementations for Machine Learning Application Benchmark

2023 European Data Handling & Data Processing Conference (EDHPC)(2023)

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Abstract
This paper presents reference implementations for a multitude of space applications from the Machine Learning Application Benchmark. Reference implementations include the respective model, its on-board hardware implementation, test scripts and final benchmarking results. In publishing these reference implementations, we make a significant contribution to the benchmark and provide more insight into the viability of on-board machine learning applications.
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Key words
Machine learning,neural networks,benchmark,FPGA,datasets,power consumption
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