Wuguannan Yao

Fully Nested Neural Network for Adaptive Compression and Quantization

Neural network compression and quantization are important tasks for fitting state-of-the-art models into the computational, memory and power constraints of mobile devices and embedded hardware. Recent approaches to model compression/quantization are based on reinforcement learning or search methods…