SQ-DM: Accelerating Diffusion Models with Aggressive Quantization and Temporal Sparsity

Zichen Fan, Steve Dai, Rangharajan Venkatesan +2

Diffusion models have gained significant popularity in image generation tasks. However, generating high-quality content remains notably slow because it requires running model infer…