Table 3.

Analysis of parameter complexity and inference time in image-to-image translation models.

Model	Trainable Params	Inference Paras	Inference Time
DDPM (1000 steps)	62.641 Mio	62.641 Mio	42.77 ± 0.18 s
Pix2Pix	14.143 Mio	11.378 Mio	0.07 ± 0.004 s
CycleGAN	28.286 Mio	11.378 Mio	0.07 ± 0.004 s
TURBO	33.816 Mio	11.378 Mio	0.07 ± 0.004 s