Height and width issue with SDXL image to image

[rafationgson]

This issue is for stability-ai/sdxl model. When I use the model for img2img predictions and set custom width and height, the resulting output still follows the dimensions of the original image. For example I set the width to 1024 and height to 768 and the parameters are ignored. Can we add the width and height args to the img2img_pipe?

    if image and mask:
        print("inpainting mode")
        sdxl_kwargs["image"] = self.load_image(image)
        sdxl_kwargs["mask_image"] = self.load_image(mask)
        sdxl_kwargs["strength"] = prompt_strength
        sdxl_kwargs["width"] = width
        sdxl_kwargs["height"] = height
        pipe = self.inpaint_pipe
    elif image:
        print("img2img mode")
        sdxl_kwargs["image"] = self.load_image(image)
        sdxl_kwargs["strength"] = prompt_strength
        pipe = self.img2img_pipe
    else:
        print("txt2img mode")
        sdxl_kwargs["width"] = width
        sdxl_kwargs["height"] = height
        pipe = self.txt2img_pipe