Efficient Compression of ResNet18 Model on CIFAR-10 Dataset
Deep neural networks excel in processing vision tasks, but their high computational complexity prevents them from being deployed directly on edge devices. In this paper, the ResNet18 model is optimized on cifar-10 data set by structured pruning and quantization-aware training (QAT). This study compared the model accura...