Jaehun Song

Bitwidth-Adaptive Quantization-Aware Neural Network Training: A Meta-Learning Approach

"Deep neural network quantization with adaptive bitwidths has gained increasing attention due to the ease of model deployment on various platforms with different resource budgets. In this paper, we propose a meta-learning approach to achieve this goal. Specifically, we propose MEBQAT, a simple yet e…