Alibaba Open-Sources ‘KNAS’: An Automated Machine Learning Algorithm That Evaluates Given Architectures Without Training 

Architecture evaluation is a systematic approach for identifying flaws and dangers in architectural designs. The evaluation process is ideally performed before they are implemented. Typically, neural architecture search (NAS) systems are used for architectural evaluation. Neural architecture search (NAS) is an AutoML branch that aims to find the best deep-learning model architecture for a task. […]

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