Low-Bitwidth Floating Point Quantization for Efficient High-Quality Diffusion Models

Cheng Chen, Christina Giannoula, Andreas Moshovos

Diffusion models are emerging models that generate images by iteratively denoising random Gaussian noise using deep neural networks. These models typically exhibit high computation…