Machine learning has made remarkable strides in recent years, with models matching human capabilities in numerous tasks. However, the main hurdle lies not just in training these models, but in deploying them efficiently in everyday use cases. This is where inference in AI becomes crucial, emerging as a critical focus for researchers and industry pr
Deep Learning Processing: The Pinnacle of Transformation accelerating Ubiquitous and Resource-Conscious Predictive Model Application
Machine learning has advanced considerably in recent years, with models matching human capabilities in various tasks. However, the real challenge lies not just in creating these models, but in implementing them efficiently in real-world applications. This is where machine learning inference takes center stage, arising as a critical focus for resear