REASONING USING SMART SYSTEMS: A GROUNDBREAKING CHAPTER TRANSFORMING EFFICIENT AND AVAILABLE MACHINE LEARNING FRAMEWORKS

Reasoning using Smart Systems: A Groundbreaking Chapter transforming Efficient and Available Machine Learning Frameworks

Artificial Intelligence has advanced considerably in recent years, with algorithms achieving human-level performance in diverse tasks. However, the true difficulty lies not just in developing these models, but in deploying them optimally in everyday use cases. This is where machine learning inference becomes crucial, emerging as a primary concern f

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Machine Learning Execution: The Approaching Paradigm accelerating Pervasive and Resource-Conscious AI Application

Machine learning has made remarkable strides in recent years, with models achieving human-level performance in diverse tasks. However, the true difficulty lies not just in training these models, but in implementing them efficiently in real-world applications. This is where AI inference becomes crucial, surfacing as a key area for experts and indust

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