


from cva import destroyAllWindows, imread, imshow, waitKey




def      a_				(   SCREAMING_SNAKE_CASE__ :				Optional[int]		,      SCREAMING_SNAKE_CASE__ :				Any					):
       '''simple docstring'''





       _lowerCamelCase     ,					_lowerCamelCase	:		int          =img.shape[0], img.shape[1]

       def to_grayscale(SCREAMING_SNAKE_CASE__ :				Optional[int]		,      SCREAMING_SNAKE_CASE__ :				Tuple		,      SCREAMING_SNAKE_CASE__ :				Union[str, Any]					):
              return 0.21_26 * red + 0.5_87 * green + 0.1_14 * blue

       def normalize(SCREAMING_SNAKE_CASE__ :				Any					):
              return min(lowercase_		,      255					)

       for i in range(lowercase_					):
              for j in range(lowercase_					):
                     _lowerCamelCase	:		Tuple          =int(to_grayscale(*img[i][j]					)					)
                     _lowerCamelCase	:		Any          =[
                         normalize(lowercase_					),
                         normalize(greyscale + factor					),
                         normalize(greyscale + 2 * factor					),
                     ]

       return img


if __name__ == "__main__":
 # read original image
 lowerCamelCase						 =	{
     percentage: imread('image_data/lena.jpg', 1) for percentage in (10, 20, 30, 40)
 }

 for percentage, img in images.items():
  make_sepia(img, percentage)

 for percentage, img in images.items():
  imshow(F"""Original image with sepia (factor: {percentage})""", img)

 waitKey(0)
 destroyAllWindows()






import argparse
import logging
import sys
from unittest.mock import patch

import run_glue_with_pabee

from transformers.testing_utils import TestCasePlus


logging.basicConfig(level=logging.DEBUG)

lowerCamelCase						 =	logging.getLogger()




def      a_				(   ):
       '''simple docstring'''





       _lowerCamelCase	:		Any          =argparse.ArgumentParser()
       parser.add_argument('-f'					)
       _lowerCamelCase	:		Optional[Any]          =parser.parse_args()
       return args.f




class A  (       UpperCamelCase_					):






      def 	lowerCamelCase	( self						:					List[Any]			) ->						int:
             """simple docstring"""




             _lowerCamelCase	:		Any          =logging.StreamHandler(sys.stdout			)
             logger.addHandler(lowercase_			)

             _lowerCamelCase	:		Dict          =self.get_auto_remove_tmp_dir()
             _lowerCamelCase	:		int          =F'''
            run_glue_with_pabee.py
            --model_type albert
            --model_name_or_path albert-base-v2
            --data_dir ./tests/fixtures/tests_samples/MRPC/
            --output_dir {tmp_dir}
            --overwrite_output_dir
            --task_name mrpc
            --do_train
            --do_eval
            --per_gpu_train_batch_size=2
            --per_gpu_eval_batch_size=1
            --learning_rate=2e-5
            --max_steps=50
            --warmup_steps=2
            --seed=42
            --max_seq_length=128
            '''.split()

             with patch.object(lowercase_      ,       'argv'      ,       lowercase_			):
                    _lowerCamelCase	:		Dict          =run_glue_with_pabee.main()
                    for value in result.values():
                           self.assertGreaterEqual(lowercase_      ,       0.75			)


