Machine learning has made remarkable strides in recent years, with systems surpassing human abilities in numerous tasks. However, the true difficulty lies not just in developing these models, but in deploying them effectively in everyday use cases. This is where machine learning inference becomes crucial, emerging as a primary concern for researche