'''simple docstring'''





from __future__ import annotations

import math




class 	__A				:



				def __init__(self   :   str       ,      __a   :   int			):
									UpperCAmelCase_	   =       size
									# approximate the overall size of segment tree with given value
									UpperCAmelCase_	   =       [0 for i in range(0       ,      4 * size			)]
									# create array to store lazy update
									UpperCAmelCase_	   =       [0 for i in range(0       ,      4 * size			)]
									UpperCAmelCase_	   =       [0 for i in range(0       ,      4 * size			)]  # flag for lazy update



				def  _lowercase						(self   :   Optional[Any]       ,      __a   :   int			):
									return idx * 2



				def  _lowercase						(self   :   Union[str, Any]       ,      __a   :   int			):
									return idx * 2 + 1



				def  _lowercase						(self   :   Any       ,      __a   :   int       ,      __a   :   int       ,      __a   :   int       ,      __a   :   list[int]			):
									if left_element == right_element:
														UpperCAmelCase_	   =       a[left_element - 1]
									else:
														UpperCAmelCase_	   =       (left_element + right_element) // 2
														self.build(self.left(__a			)       ,      __a       ,      __a       ,      __a			)
														self.build(self.right(__a			)       ,      mid + 1       ,      __a       ,      __a			)
														UpperCAmelCase_	   =       max(
														    self.segment_tree[self.left(__a			)]       ,      self.segment_tree[self.right(__a			)]			)



				def  _lowercase						(self   :   List[Any]       ,      __a   :   int       ,      __a   :   int       ,      __a   :   int       ,      __a   :   int       ,      __a   :   int       ,      __a   :   int			):
									if self.flag[idx] is True:
														UpperCAmelCase_	   =       self.lazy[idx]
														UpperCAmelCase_	   =       False
														if left_element != right_element:
																			UpperCAmelCase_	   =       self.lazy[idx]
																			UpperCAmelCase_	   =       self.lazy[idx]
																			UpperCAmelCase_	   =       True
																			UpperCAmelCase_	   =       True

									if right_element < a or left_element > b:
														return True
									if left_element >= a and right_element <= b:
														UpperCAmelCase_	   =       val
														if left_element != right_element:
																			UpperCAmelCase_	   =       val
																			UpperCAmelCase_	   =       val
																			UpperCAmelCase_	   =       True
																			UpperCAmelCase_	   =       True
														return True
									UpperCAmelCase_	   =       (left_element + right_element) // 2
									self.update(self.left(__a			)       ,      __a       ,      __a       ,      __a       ,      __a       ,      __a			)
									self.update(self.right(__a			)       ,      mid + 1       ,      __a       ,      __a       ,      __a       ,      __a			)
									UpperCAmelCase_	   =       max(
									    self.segment_tree[self.left(__a			)]       ,      self.segment_tree[self.right(__a			)]			)
									return True



				def  _lowercase						(self   :   int       ,      __a   :   int       ,      __a   :   int       ,      __a   :   int       ,      __a   :   int       ,      __a   :   int			):
									if self.flag[idx] is True:
														UpperCAmelCase_	   =       self.lazy[idx]
														UpperCAmelCase_	   =       False
														if left_element != right_element:
																			UpperCAmelCase_	   =       self.lazy[idx]
																			UpperCAmelCase_	   =       self.lazy[idx]
																			UpperCAmelCase_	   =       True
																			UpperCAmelCase_	   =       True
									if right_element < a or left_element > b:
														return -math.inf
									if left_element >= a and right_element <= b:
														return self.segment_tree[idx]
									UpperCAmelCase_	   =       (left_element + right_element) // 2
									UpperCAmelCase_	   =       self.query(self.left(__a			)       ,      __a       ,      __a       ,      __a       ,      __a			)
									UpperCAmelCase_	   =       self.query(self.right(__a			)       ,      mid + 1       ,      __a       ,      __a       ,      __a			)
									return max(__a       ,      __a			)






				def __str__(self   :   List[Any]			):
									return str([self.query(1       ,      1       ,      self.size       ,      __a       ,      __a			) for i in range(1       ,      self.size + 1			)]			)


if __name__ == "__main__":
				SCREAMING_SNAKE_CASE_:					str  =[1, 2, -4, 7, 3, -5, 6, 11, -20, 9, 14, 15, 5, 2, -8]
				SCREAMING_SNAKE_CASE_:					str  =15
				SCREAMING_SNAKE_CASE_:					Any  =SegmentTree(size)
				segt.build(1, 1, size, A)
				print(segt.query(1, 1, size, 4, 6))
				print(segt.query(1, 1, size, 7, 11))
				print(segt.query(1, 1, size, 7, 12))
				segt.update(1, 1, size, 1, 3, 1_11)
				print(segt.query(1, 1, size, 1, 15))
				segt.update(1, 1, size, 7, 8, 2_35)
				print(segt)





'''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
from ...utils.backbone_utils import BackboneConfigMixin, get_aligned_output_features_output_indices


SCREAMING_SNAKE_CASE_:					List[str]  =logging.get_logger(__name__)

SCREAMING_SNAKE_CASE_:					Tuple  ={
    'microsoft/resnet-50': 'https://huggingface.co/microsoft/resnet-50/blob/main/config.json',
}




class 	__A				(			UpperCamelCase__		,     UpperCamelCase__     ):
    a__	:						Optional[Any]	       =  """resnet"""
    a__	:						Tuple	       =  ["""basic""", """bottleneck"""]



    def __init__(self   :   List[Any]       ,      __a   :   Any=3       ,      __a   :   Dict=64       ,      __a   :   Union[str, Any]=[256, 512, 1024, 2048]       ,      __a   :   str=[3, 4, 6, 3]       ,      __a   :   Optional[Any]="bottleneck"       ,      __a   :   Tuple="relu"       ,      __a   :   int=False       ,      __a   :   Optional[int]=None       ,      __a   :   str=None       ,      **__a   :   Dict       ,      ):
         super().__init__(**__a			)
         if layer_type not in self.layer_types:
              raise ValueError(f"""layer_type={layer_type} is not one of {",".join(self.layer_types			)}"""			)
         UpperCAmelCase_	   =       num_channels
         UpperCAmelCase_	   =       embedding_size
         UpperCAmelCase_	   =       hidden_sizes
         UpperCAmelCase_	   =       depths
         UpperCAmelCase_	   =       layer_type
         UpperCAmelCase_	   =       hidden_act
         UpperCAmelCase_	   =       downsample_in_first_stage
         UpperCAmelCase_	   =       ["stem"] + [f"""stage{idx}""" for idx in range(1       ,      len(__a			) + 1			)]
         UpperCAmelCase_   ,			UpperCAmelCase_	   =       get_aligned_output_features_output_indices(
             out_features=__a       ,      out_indices=__a       ,      stage_names=self.stage_names			)




class 	__A				(			UpperCamelCase__     ):
    a__	:						int	       =  version.parse("""1.11"""     )



    @property
    def  _lowercase						(self   :   Optional[int]			):
         return OrderedDict(
             [
                 ("pixel_values", {0: "batch", 1: "num_channels", 2: "height", 3: "width"}),
             ]			)






    @property
    def  _lowercase						(self   :   str			):
         return 1E-3




