device = "cuda"
path_in = "obama.mp4"
path_out = "obama_depth.gif"

pipe = diffusers.MarigoldDepthPipeline.from_pretrained(
"prs-eth/marigold-depth-lcm-v1-0", variant="fp16", torch_dtype=torch.float16
).to(device)
pipe.vae = diffusers.AutoencoderTiny.from_pretrained(
"madebyollin/taesd", torch_dtype=torch.float16
).to(device)
pipe.set_progress_bar_config(disable=True)