MPQ-Diff: Mixed Precision Quantization for Diffusion Models

Rocco Manz Maruzzelli, Basile Lewandowski, Lydia Y. Chen

Diffusion models (DMs) generate remarkable high quality images via the stochastic denoising process, which unfortunately incurs high sampling time. Post-quantizing the trained diff…