


"""simple docstring"""

import unittest

import numpy as np
import torch

from diffusers import VersatileDiffusionImageVariationPipeline
from diffusers.utils.testing_utils import load_image, require_torch_gpu, slow, torch_device


UpperCAmelCase__  							=False





class    lowerCamelCase__						(		unittest.TestCase    ):
      pass






@slow
@require_torch_gpu
class    lowerCamelCase__						(		unittest.TestCase    ):
      def SCREAMING_SNAKE_CASE_	(		self	:	Tuple							):






       '''simple docstring'''


       __lowercase									=	VersatileDiffusionImageVariationPipeline.from_pretrained("""shi-labs/versatile-diffusion"""							)
       pipe.to(A_							)
       pipe.set_progress_bar_config(disable=A_							)

       __lowercase									=	load_image(
           """https://huggingface.co/datasets/hf-internal-testing/diffusers-images/resolve/main/versatile_diffusion/benz.jpg"""							)
       __lowercase									=	torch.manual_seed(0							)
       __lowercase									=	pipe(
           image=A_      ,       generator=A_      ,       guidance_scale=7.5      ,       num_inference_steps=5_0      ,       output_type="""numpy"""      ,       ).images

       __lowercase									=	image[0, 2_5_3:2_5_6, 2_5_3:2_5_6, -1]

       assert image.shape == (1, 5_1_2, 5_1_2, 3)
       __lowercase									=	np.array([0.04_41, 0.04_69, 0.05_07, 0.05_75, 0.06_32, 0.06_50, 0.08_65, 0.09_09, 0.09_45]							)

       assert np.abs(image_slice.flatten() - expected_slice							).max() < 1e-2




"""simple docstring"""

from __future__ import annotations


def lowerCAmelCase_      (				UpperCamelCase__	: list[float] ):






 """simple docstring"""







 if len(UpperCamelCase__ ) < 2:
  raise ValueError("""Monogons and Digons are not polygons in the Euclidean space""" )
 if any(i <= 0 for i in nums ):
  raise ValueError("""All values must be greater than 0""" )
 __lowercase									=	nums.copy()
 copy_nums.sort()
 return copy_nums[-1] < sum(copy_nums[:-1] )


if __name__ == "__main__":
       import doctest

       doctest.testmod()
