


'''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


lowerCAmelCase :Optional[int]             =     False
class _lowerCamelCase			(		unittest.TestCase				):



		'''simple docstring'''







		pass







@slow
@require_torch_gpu
class _lowerCamelCase			(		unittest.TestCase				):



		'''simple docstring'''







		def   __lowerCAmelCase						(   self						:		str     )    ->					Dict:
			__magic_name__			:       int	      =	VersatileDiffusionImageVariationPipeline.from_pretrained('shi-labs/versatile-diffusion'     )
			pipe.to(__snake_case     )
			pipe.set_progress_bar_config(disable=__snake_case     )

			__magic_name__			:       Optional[Any]	      =	load_image(
			    'https://huggingface.co/datasets/hf-internal-testing/diffusers-images/resolve/main/versatile_diffusion/benz.jpg'     )
			__magic_name__			:       Any	      =	torch.manual_seed(0     )
			__magic_name__			:       Dict	      =	pipe(
			    image=__snake_case    ,	generator=__snake_case    ,	guidance_scale=7.5    ,	num_inference_steps=50    ,	output_type='numpy'    ,	).images

			__magic_name__			:       Union[str, Any]	      =	image[0, 253:256, 253:256, -1]

			assert image.shape == (1, 512, 512, 3)
			__magic_name__			:       Optional[Any]	      =	np.array([0.0441, 0.0469, 0.0507, 0.0575, 0.0632, 0.0650, 0.0865, 0.0909, 0.0945]     )

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






import enum
import shutil
import sys


a__   ,				a__      :     int         =		shutil.get_terminal_size()

a__      :     Tuple         =		{'UP': 'A', 'DOWN': 'B', 'RIGHT': 'C', 'LEFT': 'D'}





class UpperCAmelCase_				( enum.Enum ):
  __lowerCAmelCase   :						int							=   0
  __lowerCAmelCase   :						Optional[int]							=   1




def      UpperCAmelCase_    (    _UpperCAmelCase							:Optional[int]  ,						_UpperCAmelCase							:int=""				)	->				str:
     '''simple docstring'''


     sys.stdout.write(str(_UpperCAmelCase				) + end				)
     sys.stdout.flush()

def      UpperCAmelCase_    (    _UpperCAmelCase							:Union[str, Any]  ,						_UpperCAmelCase							:Tuple  ,						_UpperCAmelCase							:Tuple=""				)	->				List[Any]:
     '''simple docstring'''


     forceWrite(f'\u001b[{color}m{content}\u001b[0m'  ,						_UpperCAmelCase				)

def      UpperCAmelCase_    (    )	->				Dict:
     '''simple docstring'''


     forceWrite('''\r'''				)

def      UpperCAmelCase_    (    _UpperCAmelCase							:int  ,						_UpperCAmelCase							:str				)	->				List[Any]:
     '''simple docstring'''


     forceWrite(f'\033[{num_lines}{CURSOR_TO_CHAR[direction.upper()]}'				)

def      UpperCAmelCase_    (    )	->				List[Any]:
     '''simple docstring'''


     forceWrite(''' ''' * TERMINAL_WIDTH				)
     reset_cursor()


def      UpperCAmelCase_    (    )	->				Tuple:
     '''simple docstring'''


     reset_cursor()
     forceWrite('''-''' * TERMINAL_WIDTH				)



