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Artificial Intelligence has made remarkable strides in recent years, with systems surpassing human abilities in numerous tasks. However, the main hurdle lies not just in developing these models, but in implementing them effectively in everyday use cases. This is where machine learning inference takes center stage, arising as a key area for research