
"""simple docstring"""


class 					lowerCAmelCase_					:



						'''simple docstring'''


						def __init__(			self  :   Union[str, Any]	,A_  :   Union[str, Any]	,A_  :   List[Any]   )  -> Union[str, Any]:
							A     = name
							A     = val


						def __str__(			self  :   Dict   )  -> Tuple:
							return F'{self.__class__.__name__}({self.name}, {self.val})'




						def __lt__(			self  :   Union[str, Any]	,A_  :   List[str]   )  -> str:
							return self.val < other.val







class 					lowerCAmelCase_					:



						'''simple docstring'''


						def __init__(			self  :   Optional[int]	,A_  :   Union[str, Any]   )  -> List[str]:
							A     = {}
							A     = {}
							A     = self.build_heap(A_   )


						def __getitem__(			self  :   str	,A_  :   Dict   )  -> Tuple:
							return self.get_value(A_   )


						def     _SCREAMING_SNAKE_CASE   (			self  :   int	,A_  :   Optional[int]   )  -> List[Any]:
							return (idx - 1) // 2


						def     _SCREAMING_SNAKE_CASE   (			self  :   int	,A_  :   Tuple   )  -> Union[str, Any]:
							return idx * 2 + 1


						def     _SCREAMING_SNAKE_CASE   (			self  :   int	,A_  :   Any   )  -> Tuple:
							return idx * 2 + 2


						def     _SCREAMING_SNAKE_CASE   (			self  :   int	,A_  :   Tuple   )  -> Any:
							return self.heap_dict[key]


						def     _SCREAMING_SNAKE_CASE   (			self  :   Tuple	,A_  :   Any   )  -> int:
							A     = len(A_   ) - 1
							A     = self.get_parent_idx(A_   )

							for idx, i in enumerate(A_   ):
								A     = idx
								A     = i.val

							for i in range(A_	,-1	,-1   ):
								self.sift_down(A_	,A_   )
							return array


						def     _SCREAMING_SNAKE_CASE   (			self  :   List[str]	,A_  :   Union[str, Any]	,A_  :   Tuple   )  -> int:
							while True:
								A     = self.get_left_child_idx(A_   )  # noqa: E741
								A     = self.get_right_child_idx(A_   )

								A     = idx
								if l < len(A_   ) and array[l] < array[idx]:
									A     = l
								if r < len(A_   ) and array[r] < array[smallest]:
									A     = r

								if smallest != idx:
									A ,   A     = array[smallest], array[idx]
									(
									    (
									    A
									) ,   (
									    A
									) ,   
									)     = (
									    self.idx_of_element[array[smallest]],
									    self.idx_of_element[array[idx]],
									)
									A     = smallest
								else:
									break


						def     _SCREAMING_SNAKE_CASE   (			self  :   List[Any]	,A_  :   Any   )  -> Tuple:
							A     = self.get_parent_idx(A_   )
							while p >= 0 and self.heap[p] > self.heap[idx]:
								A ,   A     = self.heap[idx], self.heap[p]
								A ,   A     = (
								    self.idx_of_element[self.heap[idx]],
								    self.idx_of_element[self.heap[p]],
								)
								A     = p
								A     = self.get_parent_idx(A_   )


						def     _SCREAMING_SNAKE_CASE   (			self  :   Optional[Any]   )  -> Tuple:
							return self.heap[0]


						def     _SCREAMING_SNAKE_CASE   (			self  :   List[str]   )  -> int:
							A ,   A     = self.heap[-1], self.heap[0]
							A ,   A     = (
							    self.idx_of_element[self.heap[-1]],
							    self.idx_of_element[self.heap[0]],
							)

							A     = self.heap.pop()
							del self.idx_of_element[x]
							self.sift_down(0	,self.heap   )
							return x


						def     _SCREAMING_SNAKE_CASE   (			self  :   List[Any]	,A_  :   Optional[int]   )  -> Optional[int]:
							self.heap.append(A_   )
							A     = len(self.heap   ) - 1
							A     = node.val
							self.sift_up(len(self.heap   ) - 1   )


						def     _SCREAMING_SNAKE_CASE   (			self  :   Union[str, Any]   )  -> List[str]:
							return len(self.heap   ) == 0




						def     _SCREAMING_SNAKE_CASE   (			self  :   int	,A_  :   Union[str, Any]	,A_  :   Optional[int]   )  -> List[Any]:
							assert (
							    self.heap[self.idx_of_element[node]].val > new_value
							), "newValue must be less that current value"
							A     = new_value
							A     = new_value
							self.sift_up(self.idx_of_element[node]   )

_lowercase				 =					Node('''R''', -1)
_lowercase				 =					Node('''B''', 6)
_lowercase				 =					Node('''A''', 3)
_lowercase				 =					Node('''X''', 1)
_lowercase				 =					Node('''E''', 4)

# Use one of these two ways to generate Min-Heap

# Generating Min-Heap from array
_lowercase				 =					MinHeap([r, b, a, x, e])

# Generating Min-Heap by Insert method
# myMinHeap.insert(a)
# myMinHeap.insert(b)
# myMinHeap.insert(x)
# myMinHeap.insert(r)
# myMinHeap.insert(e)

# Before
print('''Min Heap - before decrease key''')
for i in my_min_heap.heap:
		print(i)

print('''Min Heap - After decrease key of node [B -> -17]''')
my_min_heap.decrease_key(b, -17)

# After
for i in my_min_heap.heap:
		print(i)

if __name__ == "__main__":
		import doctest

		doctest.testmod()

"""simple docstring"""


from collections import OrderedDict
from typing import Mapping

from packaging import version

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


_lowercase				 =					logging.get_logger(__name__)

_lowercase				 =					{
    '''google/mobilenet_v1_1.0_224''': '''https://huggingface.co/google/mobilenet_v1_1.0_224/resolve/main/config.json''',
    '''google/mobilenet_v1_0.75_192''': '''https://huggingface.co/google/mobilenet_v1_0.75_192/resolve/main/config.json''',
    # See all MobileNetV1 models at https://huggingface.co/models?filter=mobilenet_v1
}







class 					lowerCAmelCase_					(   _lowercase     ):



						'''simple docstring'''


						_lowerCamelCase:     Optional[Any]   =     '''mobilenet_v1'''


						def __init__(			self  :   Optional[int]	,A_  :   Optional[int]=3	,A_  :   Any=224	,A_  :   List[Any]=1.0	,A_  :   Union[str, Any]=8	,A_  :   Union[str, Any]="relu6"	,A_  :   Optional[Any]=True	,A_  :   List[str]=0.9_99	,A_  :   int=0.02	,A_  :   int=0.0_01	,**A_  :   Union[str, Any]	,)  -> Dict:
							super().__init__(**A_   )

							if depth_multiplier <= 0:
								raise ValueError('depth_multiplier must be greater than zero.'   )

							A     = num_channels
							A     = image_size
							A     = depth_multiplier
							A     = min_depth
							A     = hidden_act
							A     = tf_padding
							A     = classifier_dropout_prob
							A     = initializer_range
							A     = layer_norm_eps







class 					lowerCAmelCase_					(   _lowercase     ):



						'''simple docstring'''


						_lowerCamelCase:     Optional[int]   =     version.parse('''1.11'''     )


						@property
						def     _SCREAMING_SNAKE_CASE   (			self  :   Optional[int]   )  -> Mapping[str, Mapping[int, str]]:
							return OrderedDict([('pixel_values', {0: 'batch'})]   )


						@property
						def     _SCREAMING_SNAKE_CASE   (			self  :   Optional[int]   )  -> Mapping[str, Mapping[int, str]]:
							if self.task == "image-classification":
								return OrderedDict([('logits', {0: 'batch'})]   )
							else:
								return OrderedDict([('last_hidden_state', {0: 'batch'}), ('pooler_output', {0: 'batch'})]   )




						@property
						def     _SCREAMING_SNAKE_CASE   (			self  :   Optional[int]   )  -> float:
							return 1e-4