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VaeImageProcessor.preprocess refactor * refactored VaeImageProcessor - allow passing optional height and width argument to resize() - add convert_to_rgb * refactored prepare_latents method for img2img pipelines so that if we pass latents directly as image input, it will not encode it again * added a test in test_pipelines_common.py to test latents as image inputs * refactored img2img pipelines that accept latents as image: - controlnet img2img, stable diffusion img2img , instruct_pix2pix --------- Co-authored-by: yiyixuxu <yixu310@gmail,com> Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> Co-authored-by: Pedro Cuenca <pedro@huggingface.co> Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>