A Vertex Cut based Framework for Load Balancing and Parallelism Optimization in Multi-core Systems

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Abstract:

High-level applications, such as machine learning, are evolving from simple models based on multilayer perceptrons for simple image recognition to much deeper and more complex neural networks for self-driving vehicle control systems.The rapid increase in the consumption of memory and computational resources by these models demands the u...More

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