Batch Normalization-Free Fully Integer Quantized Neural Networks via Progressive Tandem Learning

Pengfei Sun, Wenyu Jiang, Piew Yoong Chee +2

Quantised neural networks (QNNs) shrink models and reduce inference energy through low-bit arithmetic, yet most still depend on a running statistics batch normalisation (BN) layer,…