How to reduce time consumption

I run on H20 GPU and change following inference configs: stage1 inference_steps = 10 stage2 inference_steps = 1 decode_formats=['gaussian'] other configs unchanged. now the average inference time of single mask is 3.5s. What other methods can I use to further reduce inference time while having minimal impact on the reconstruction quality? Also, is it possible to perform batch inference?