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Machine learning has been growing in popularity for many years now and is currently popular among both businesses and private individuals. Running machine learning models takes a lot of computational resources, which means a large amount of energy is consumed. The aim of this thesis is to investigate the usage of machine learning model specific hardware on Field Programmable Gate Arrays (FPGAs) a
