Youngdeok Hwang

Finding Optimal Numerical Format for Sub-8-Bit Post-Training Quantization of Vision Transformers

Vision Transformers (ViTs) have gained significant attention for their exceptional model accuracies on computer vision applications, but their demanding memory requirements and computational complexity have hindered active deployment. Post-training quantization (PTQ) is a practical method to tackle…