id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
pk02c82516x	Qing Lu	Hardware-Efficient Automated Machine Learning Using Neural Architecture Search: Methods and Applications	2023		.txt	text/plain	321	13	37	During the past few years, neural architecture search (NAS) has demonstrated to be one of the most successful techniques in realizing machine-based architecture engineering for deep neural networks, and become the key component in automated machine learning (AutoML). While NAS has already achieved the state of art in many machine learning tasks, efficiency problem arises in both the development and deployment phases.	cache/pk02c82516x.txt	txt/pk02c82516x.txt