MjjddlmZddlmZmZddlZddlZddl m Z eGdde Z dS)) dataclass)ListUnionN) BaseOutputcXeZdZUdZeeejjej fe d<dS)ZImagePipelineOutputaR Output class for Z-Image pipelines. Args: images (`List[PIL.Image.Image]` or `np.ndarray`) List of denoised PIL images of length `batch_size` or numpy array of shape `(batch_size, height, width, num_channels)`. PIL images or numpy array present the denoised images of the diffusion pipeline. imagesN) __name__ __module__ __qualname____doc__rrPILImagenpndarray__annotations__FC:\Users\johnn\OneDrive\Documents\AI\models\z_image\pipeline_output.pyrrs? $sy'3 444444rr) dataclassesrtypingrrnumpyr PIL.Imagerdiffusers.utilsrrrrrrs"!!!!!&&&&&&  5 5 5 5 5: 5 5  5 5 5r