NEURAL NETWORKS EXECUTION: THE APPROACHING BREAKTHROUGH DRIVING PERVASIVE AND RESOURCE-CONSCIOUS DEEP LEARNING EXECUTION

Machine learning has made remarkable strides in recent years, with algorithms surpassing human abilities in various tasks. However, the true difficulty lies not just in creating these models, but in utilizing them efficiently in everyday use cases. This is where AI inference becomes crucial, arising as a primary concern for experts and innovators a