

"""simple docstring"""




from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


A_							:     Optional[int]     =	logging.get_logger(__name__)

A_							:     Optional[int]     =	{
    '''google/mobilebert-uncased''': '''https://huggingface.co/google/mobilebert-uncased/resolve/main/config.json'''
}





class 				lowerCamelCase  (UpperCamelCase__     ):
			lowerCamelCase__				:						str   						=							MOBILEBERT_PRETRAINED_CONFIG_ARCHIVE_MAP
			lowerCamelCase__				:						List[str]   						=							'mobilebert'

			def __init__(   self			:  int      ,			__UpperCAmelCase			:  Any=3_0_5_2_2      ,			__UpperCAmelCase			:  Union[str, Any]=5_1_2      ,			__UpperCAmelCase			:  List[Any]=2_4      ,			__UpperCAmelCase			:  str=4      ,			__UpperCAmelCase			:  Optional[int]=5_1_2      ,			__UpperCAmelCase			:  int="relu"      ,			__UpperCAmelCase			:  int=0.0      ,			__UpperCAmelCase			:  List[str]=0.1      ,			__UpperCAmelCase			:  Tuple=5_1_2      ,			__UpperCAmelCase			:  List[str]=2      ,			__UpperCAmelCase			:  Dict=0.02      ,			__UpperCAmelCase			:  Any=1e-12      ,			__UpperCAmelCase			:  Optional[int]=0      ,			__UpperCAmelCase			:  List[Any]=1_2_8      ,			__UpperCAmelCase			:  Any=True      ,			__UpperCAmelCase			:  int=True      ,			__UpperCAmelCase			:  int=1_2_8      ,			__UpperCAmelCase			:  Tuple=False      ,			__UpperCAmelCase			:  List[str]=True      ,			__UpperCAmelCase			:  str=4      ,			__UpperCAmelCase			:  Optional[Any]="no_norm"      ,			__UpperCAmelCase			:  List[str]=True      ,			__UpperCAmelCase			:  List[str]=None      ,			**__UpperCAmelCase			:  int      ,			)				->      Dict:
						super().__init__(pad_token_id=__lowerCamelCase      ,			**__lowerCamelCase    )

						SCREAMING_SNAKE_CASE__									= vocab_size
						SCREAMING_SNAKE_CASE__									= hidden_size
						SCREAMING_SNAKE_CASE__									= num_hidden_layers
						SCREAMING_SNAKE_CASE__									= num_attention_heads
						SCREAMING_SNAKE_CASE__									= hidden_act
						SCREAMING_SNAKE_CASE__									= intermediate_size
						SCREAMING_SNAKE_CASE__									= hidden_dropout_prob
						SCREAMING_SNAKE_CASE__									= attention_probs_dropout_prob
						SCREAMING_SNAKE_CASE__									= max_position_embeddings
						SCREAMING_SNAKE_CASE__									= type_vocab_size
						SCREAMING_SNAKE_CASE__									= initializer_range
						SCREAMING_SNAKE_CASE__									= layer_norm_eps
						SCREAMING_SNAKE_CASE__									= embedding_size
						SCREAMING_SNAKE_CASE__									= trigram_input
						SCREAMING_SNAKE_CASE__									= use_bottleneck
						SCREAMING_SNAKE_CASE__									= intra_bottleneck_size
						SCREAMING_SNAKE_CASE__									= use_bottleneck_attention
						SCREAMING_SNAKE_CASE__									= key_query_shared_bottleneck
						SCREAMING_SNAKE_CASE__									= num_feedforward_networks
						SCREAMING_SNAKE_CASE__									= normalization_type
						SCREAMING_SNAKE_CASE__									= classifier_activation

						if self.use_bottleneck:
									SCREAMING_SNAKE_CASE__									= intra_bottleneck_size
						else:
									SCREAMING_SNAKE_CASE__									= hidden_size

						SCREAMING_SNAKE_CASE__									= classifier_dropout





class 				lowerCamelCase  (UpperCamelCase__     ):

			@property
			def    SCREAMING_SNAKE_CASE			(   self			:  str    )				->      List[Any]:


						if self.task == "multiple-choice":
									SCREAMING_SNAKE_CASE__									= {0: "batch", 1: "choice", 2: "sequence"}
						else:
									SCREAMING_SNAKE_CASE__									= {0: "batch", 1: "sequence"}
						return OrderedDict(
						    [
						        ("""input_ids""", dynamic_axis),
						        ("""attention_mask""", dynamic_axis),
						        ("""token_type_ids""", dynamic_axis),
						    ]    )




"""simple docstring"""




def 		A    (       snake_case__						,			snake_case__						,			snake_case__						,			snake_case__      ):




			'''simple docstring'''


			if start == end:
						return start if lst[start] > item else start + 1
			if start > end:
						return start

			SCREAMING_SNAKE_CASE__									= (start + end) // 2
			if lst[mid] < item:
						return binary_search(snake_case__						,			snake_case__						,			mid + 1						,			snake_case__      )
			elif lst[mid] > item:
						return binary_search(snake_case__						,			snake_case__						,			snake_case__						,			mid - 1      )
			else:
						return mid

def 		A    (       snake_case__      ):




			'''simple docstring'''


			SCREAMING_SNAKE_CASE__									= len(snake_case__      )

			for index in range(1						,			snake_case__      ):
						SCREAMING_SNAKE_CASE__									= lst[index]
						SCREAMING_SNAKE_CASE__									= binary_search(snake_case__						,			snake_case__						,			0						,			index - 1      )
						SCREAMING_SNAKE_CASE__									= lst[:pos] + [value] + lst[pos:index] + lst[index + 1 :]

			return lst

def 		A    (       snake_case__						,			snake_case__      ):




			'''simple docstring'''


			if not left:
						return right

			if not right:
						return left

			if left[0] < right[0]:
						return [left[0], *merge(left[1:]						,			snake_case__      )]

			return [right[0], *merge(snake_case__						,			right[1:]      )]

def 		A    (       snake_case__      ):




			'''simple docstring'''


			SCREAMING_SNAKE_CASE__									= len(snake_case__      )
			SCREAMING_SNAKE_CASE__							,						SCREAMING_SNAKE_CASE__									= [], []
			SCREAMING_SNAKE_CASE__									= [lst[0]]
			SCREAMING_SNAKE_CASE__									= []
			SCREAMING_SNAKE_CASE__									= 1
			while i < length:
						if lst[i] < lst[i - 1]:
									runs.append(snake_case__      )
									SCREAMING_SNAKE_CASE__									= [lst[i]]
						else:
									new_run.append(lst[i]      )
						i += 1
			runs.append(snake_case__      )

			for run in runs:
						sorted_runs.append(insertion_sort(snake_case__      )      )
			for run in sorted_runs:
						SCREAMING_SNAKE_CASE__									= merge(snake_case__						,			snake_case__      )

			return sorted_array

def 		A    (       ):




			'''simple docstring'''


			SCREAMING_SNAKE_CASE__									= [5, 9, 10, 3, -4, 5, 1_78, 92, 46, -18, 0, 7]
			SCREAMING_SNAKE_CASE__									= tim_sort(snake_case__      )
			print(snake_case__      )


if __name__ == "__main__":
						main()


