Shiai Zhu

QuantNAS: Quantization-aware Neural Architecture Search For Efficient Deployment On Mobile Device

2024

Deep convolutional networks are increasingly applied in mobile AI scenarios. To achieve efficient deployment, researchers combine neural architecture search (NAS) and quantization to find the best quantized architecture. However, existing methods overlook the on-device implementation …