id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
fcis-27197	Song, Yingjie	Improving the Performance and Efficiency of Convolutional Neural Networks (CNNs) on Image Classification Tasks via Fixed-Point Quantization and Structured Pruning	2024	4	.pdf	application/pdf	2938	150	40	The metrics of model accuracy, inference speed, model size, and memory consumption after quantization are evaluated, focusing on the trade-off between accuracy loss and computational complexity. A comprehensive survey on model quantization for deep neural networks in image classification.	cache/fcis-27197.pdf	txt/fcis-27197.txt