Neural Architecture Search
📰 Lilian Weng's Blog
Neural Architecture Search automates network architecture engineering to achieve best performance on a task
Action Steps
- Define the search space for potential network architectures
- Choose a search algorithm to explore the search space
- Select a child model evolution strategy to evaluate and refine architectures
Who Needs to Know This
ML researchers and engineers benefit from NAS as it automates the process of designing optimal network architectures, freeing up time for more strategic tasks
Key Insight
💡 NAS can significantly reduce the time and effort required to design optimal network architectures
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🤖 Automate network architecture engineering with Neural Architecture Search!
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