Shuokai Pan

Data-Free Group-Wise Fully Quantized Winograd Convolution via Learnable Scales

Despite the revolutionary breakthroughs of large-scale text-to-image diffusion models for complex vision and downstream tasks, their extremely high computational and storage costs limit their usability. Quantization of diffusion models has been explored in recent works to reduce compute costs and me…