


"""simple docstring"""







from ...configuration_utils import PretrainedConfig
from ...utils import logging


lowerCAmelCase__      				=   logging.get_logger(__name__)

lowerCAmelCase__      				=   {'''ctrl''': '''https://huggingface.co/ctrl/resolve/main/config.json'''}


class       SCREAMING_SNAKE_CASE__				(		lowercase				):
       """simple docstring"""


       a  :				Optional[int]   ="ctrl"
       a  :				Dict   =["past_key_values"]
       a  :				Any   ={
           "max_position_embeddings": "n_positions",
           "hidden_size": "n_embd",
           "num_attention_heads": "n_head",
           "num_hidden_layers": "n_layer",
       }

       def __init__(						self		,     snake_case__=246_534		,     snake_case__=256		,     snake_case__=1_280		,     snake_case__=8_192		,     snake_case__=48		,     snake_case__=16		,     snake_case__=0.1		,     snake_case__=0.1		,     snake_case__=1e-6		,     snake_case__=0.02		,     snake_case__=True		,     **snake_case__		,     ):






         """simple docstring"""





         lowerCAmelCase     :     str								=							vocab_size
         lowerCAmelCase     :     str								=							n_positions
         lowerCAmelCase     :     Dict								=							n_embd
         lowerCAmelCase     :     List[Any]								=							n_layer
         lowerCAmelCase     :     Tuple								=							n_head
         lowerCAmelCase     :     Optional[Any]								=							dff
         lowerCAmelCase     :     List[str]								=							resid_pdrop
         lowerCAmelCase     :     List[str]								=							embd_pdrop
         lowerCAmelCase     :     Union[str, Any]								=							layer_norm_epsilon
         lowerCAmelCase     :     Dict								=							initializer_range

         lowerCAmelCase     :     Union[str, Any]								=							use_cache

         super().__init__(**snake_case__						)









"""simple docstring"""


from __future__ import annotations


def _lowerCamelCase	(		_UpperCamelCase = 4      ):

			'''simple docstring'''




			__lowerCAmelCase				    =			abs(_UpperCamelCase      ) or 4
			return [[1 + x + y * row_size for x in range(_UpperCamelCase      )] for y in range(_UpperCamelCase      )]


def _lowerCamelCase	(		_UpperCamelCase      ):

			'''simple docstring'''




			return reverse_row(transpose(_UpperCamelCase      )      )
			# OR.. transpose(reverse_column(matrix))


def _lowerCamelCase	(		_UpperCamelCase      ):

			'''simple docstring'''




			return reverse_row(reverse_column(_UpperCamelCase      )      )
			# OR.. reverse_column(reverse_row(matrix))


def _lowerCamelCase	(		_UpperCamelCase      ):

			'''simple docstring'''




			return reverse_column(transpose(_UpperCamelCase      )      )
			# OR.. transpose(reverse_row(matrix))


def _lowerCamelCase	(		_UpperCamelCase      ):

			'''simple docstring'''




			__lowerCAmelCase				    =			[list(_UpperCamelCase      ) for x in zip(*_UpperCamelCase      )]
			return matrix


def _lowerCamelCase	(		_UpperCamelCase      ):

			'''simple docstring'''




			__lowerCAmelCase				    =			matrix[::-1]
			return matrix


def _lowerCamelCase	(		_UpperCamelCase      ):

			'''simple docstring'''




			__lowerCAmelCase				    =			[x[::-1] for x in matrix]
			return matrix


def _lowerCamelCase	(		_UpperCamelCase      ):

			'''simple docstring'''




			for i in matrix:
						print(*_UpperCamelCase      )


if __name__ == "__main__":
	A     :   Dict			    =			make_matrix()
	print("\norigin:\n")
	print_matrix(matrix)
	print("\nrotate 90 counterclockwise:\n")
	print_matrix(rotate_aa(matrix))

	A     :   List[str]			    =			make_matrix()
	print("\norigin:\n")
	print_matrix(matrix)
	print("\nrotate 180:\n")
	print_matrix(rotate_aaa(matrix))

	A     :   str			    =			make_matrix()
	print("\norigin:\n")
	print_matrix(matrix)
	print("\nrotate 270 counterclockwise:\n")
	print_matrix(rotate_aaa(matrix))




