






'''simple docstring'''







import argparse

from transformers import CanineConfig, CanineModel, CanineTokenizer, load_tf_weights_in_canine
from transformers.utils import logging


logging.set_verbosity_info()





def 					SCREAMING_SNAKE_CASE_			(UpperCamelCase							,     UpperCamelCase ) ->			Optional[int]:
							lowerCamelCase__   :      Optional[int]			    =			CanineConfig()
							lowerCamelCase__   :      List[Any]			    =			CanineModel(lowerCAmelCase_ )
							model.eval()

							print(f'''Building PyTorch model from configuration: {config}''' )

							# Load weights from tf checkpoint
							load_tf_weights_in_canine(lowerCAmelCase_							,     lowerCAmelCase_							,     lowerCAmelCase_ )

							# Save pytorch-model (weights and configuration)
							print(f'''Save PyTorch model to {pytorch_dump_path}''' )
							model.save_pretrained(lowerCAmelCase_ )

							# Save tokenizer files
							lowerCamelCase__   :      Dict			    =			CanineTokenizer()
							print(f'''Save tokenizer files to {pytorch_dump_path}''' )
							tokenizer.save_pretrained(lowerCAmelCase_ )


if __name__ == "__main__":
			_A      :     List[str]       	=argparse.ArgumentParser()
			# Required parameters
			parser.add_argument(
			    '''--tf_checkpoint_path''',
			    default=None,
			    type=str,
			    required=True,
			    help='''Path to the TensorFlow checkpoint. Should end with model.ckpt''',
			)
			parser.add_argument(
			    '''--pytorch_dump_path''',
			    default=None,
			    type=str,
			    required=True,
			    help='''Path to a folder where the PyTorch model will be placed.''',
			)
			_A      :     Any       	=parser.parse_args()
			convert_tf_checkpoint_to_pytorch(args.tf_checkpoint_path, args.pytorch_dump_path)




from math import cos, sin







def      snake_case__							(  lowerCAmelCase_     ):





     """simple docstring"""







     SCREAMING_SNAKE_CASE 		=float(lowerCAmelCase_     )
     return [[scaling_factor * int(x == y     ) for x in range(2     )] for y in range(2     )]







def      snake_case__							(  lowerCAmelCase_     ):





     """simple docstring"""







     SCREAMING_SNAKE_CASE		,    SCREAMING_SNAKE_CASE 		=cos(lowerCAmelCase_     ), sin(lowerCAmelCase_     )
     return [[c, -s], [s, c]]







def      snake_case__							(  lowerCAmelCase_     ):





     """simple docstring"""







     SCREAMING_SNAKE_CASE		,    SCREAMING_SNAKE_CASE 		=cos(lowerCAmelCase_     ), sin(lowerCAmelCase_     )
     SCREAMING_SNAKE_CASE 		=c * s
     return [[c * c, cs], [cs, s * s]]







def      snake_case__							(  lowerCAmelCase_     ):





     """simple docstring"""







     SCREAMING_SNAKE_CASE		,    SCREAMING_SNAKE_CASE 		=cos(lowerCAmelCase_     ), sin(lowerCAmelCase_     )
     SCREAMING_SNAKE_CASE 		=c * s
     return [[2 * c - 1, 2 * cs], [2 * cs, 2 * s - 1]]


print(f'    {scaling(5) = }')
print(f'  {rotation(45) = }')
print(f'{projection(45) = }')



print(f'{reflection(45) = }')

