Parallel processing a RealESRGAN

I’m trying to run inference on 2K video 4000 frames/images to upscale them to 8K video. The model is 67 MB. I’m running on MacOS mps and it’s really slow in inference. It takes around 5 mins to upscale one image. Any suggestions where I’m going wrong?