





'''simple docstring'''




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


_A:       Optional[Any]						    =					logging.get_logger(__name__)

_A:       Any						    =					{
    """SCUT-DLVCLab/lilt-roberta-en-base""": (
        """https://huggingface.co/SCUT-DLVCLab/lilt-roberta-en-base/resolve/main/config.json"""
    ),
}






class UpperCAmelCase				(		UpperCAmelCase_				):
    _A			:      int     =							"lilt"



    def __init__(	self  ,      __A=30_522  ,      __A=768  ,      __A=12  ,      __A=12  ,      __A=3_072  ,      __A="gelu"  ,      __A=0.1  ,      __A=0.1  ,      __A=512  ,      __A=2  ,      __A=0.0_2  ,      __A=1E-12  ,      __A=0  ,      __A="absolute"  ,      __A=None  ,      __A=4  ,      __A=1_024  ,      **__A  ,      ):
     super().__init__(pad_token_id=_snake_case  ,      **_snake_case       )

     __UpperCAmelCase       = vocab_size
     __UpperCAmelCase       = hidden_size
     __UpperCAmelCase       = num_hidden_layers
     __UpperCAmelCase       = num_attention_heads
     __UpperCAmelCase       = hidden_act
     __UpperCAmelCase       = intermediate_size
     __UpperCAmelCase       = hidden_dropout_prob
     __UpperCAmelCase       = attention_probs_dropout_prob
     __UpperCAmelCase       = max_position_embeddings
     __UpperCAmelCase       = type_vocab_size
     __UpperCAmelCase       = initializer_range
     __UpperCAmelCase       = layer_norm_eps
     __UpperCAmelCase       = position_embedding_type
     __UpperCAmelCase       = classifier_dropout
     __UpperCAmelCase       = channel_shrink_ratio
     __UpperCAmelCase       = max_ad_position_embeddings










from __future__ import annotations


def A    (							__UpperCamelCase = 4       )    ->   list[list[int]]:
			A__	  =     abs(__UpperCamelCase       ) or 4
			return [[1 + x + y * row_size for x in range(__UpperCamelCase       )] for y in range(__UpperCamelCase       )]


def A    (							__UpperCamelCase       )    ->   list[list[int]]:
			return reverse_row(transpose(__UpperCamelCase       )       )
			# OR.. transpose(reverse_column(matrix))


def A    (							__UpperCamelCase       )    ->   list[list[int]]:
			return reverse_row(reverse_column(__UpperCamelCase       )       )
			# OR.. reverse_column(reverse_row(matrix))


def A    (							__UpperCamelCase       )    ->   list[list[int]]:
			return reverse_column(transpose(__UpperCamelCase       )       )
			# OR.. transpose(reverse_row(matrix))


def A    (							__UpperCamelCase       )    ->   list[list[int]]:
			A__	  =     [list(__UpperCamelCase       ) for x in zip(*__UpperCamelCase       )]
			return matrix


def A    (							__UpperCamelCase       )    ->   list[list[int]]:
			A__	  =     matrix[::-1]
			return matrix


def A    (							__UpperCamelCase       )    ->   list[list[int]]:
			A__	  =     [x[::-1] for x in matrix]
			return matrix


def A    (							__UpperCamelCase       )    ->   None:
			for i in matrix:
						print(*__UpperCamelCase       )


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

							SCREAMING_SNAKE_CASE__   			=   make_matrix()
							print('''\norigin:\n''')
							print_matrix(matrix)
							print('''\nrotate 180:\n''')
							print_matrix(rotate_aaa(matrix))

							SCREAMING_SNAKE_CASE__   			=   make_matrix()
							print('''\norigin:\n''')
							print_matrix(matrix)
							print('''\nrotate 270 counterclockwise:\n''')
							print_matrix(rotate_aaa(matrix))




