IPTQ-ViT: Post-Training Quantization of Non-linear Functions for Integer-only Vision Transformers

Gihwan Kim, Jemin Lee, Hyungshin Kim

Previous Quantization-Aware Training (QAT) methods for vision transformers rely on expensive retraining to recover accuracy loss in non-linear layer quantization, limiting their us…