On AI Design Automation
Recent advancements in foundational models have revealed remarkable generalization capacities for a variety of tasks, so the AI development cost is low. On the other hand, efficient AI aims to achieve ultra efficiency within resource constraints, so the AI deployment cost is low. AI design automation aims to meld these two approaches:utilizing large foundational models to guide the creation of compact, task-specific AI models through an automated design pipeline. PDF