

'''simple docstring'''

from __future__ import annotations

from collections.abc import Iterable







class   UpperCamelCase__   :


		"""simple docstring"""

		def __init__(			self   ,      snake_case   ,      snake_case      ):


							'''simple docstring'''

							UpperCAmelCase		:							Optional[int]        =       float(snake_case      ), float(snake_case      )







		def __eq__(			self   ,      snake_case      ):


							'''simple docstring'''

							return self.x == other.x and self.y == other.y







		def __ne__(			self   ,      snake_case      ):


							'''simple docstring'''

							return not self == other







		def __gt__(			self   ,      snake_case      ):


							'''simple docstring'''

							if self.x > other.x:
												return True
							elif self.x == other.x:
												return self.y > other.y
							return False







		def __lt__(			self   ,      snake_case      ):


							'''simple docstring'''

							return not self > other







		def __ge__(			self   ,      snake_case      ):


							'''simple docstring'''

							if self.x > other.x:
												return True
							elif self.x == other.x:
												return self.y >= other.y
							return False







		def __le__(			self   ,      snake_case      ):


							'''simple docstring'''

							if self.x < other.x:
												return True
							elif self.x == other.x:
												return self.y <= other.y
							return False







		def __repr__(			self      ):


							'''simple docstring'''

							return f"({self.x}, {self.y})"







		def __hash__(			self      ):


							'''simple docstring'''

							return hash(self.x      )





def 				lowercase (					__magic_name__			,   ):



					'''simple docstring'''







					UpperCAmelCase		:							list[Point]        =       []
					if list_of_tuples:
										for p in list_of_tuples:
															if isinstance(__magic_name__			,   __magic_name__							):
																				points.append(__magic_name__							)
															else:
																				try:
																									points.append(Point(p[0]			,   p[1]							)							)
																				except (IndexError, TypeError):
																									print(
																									    F"Ignoring deformed point {p}. All points"
																									    " must have at least 2 coordinates."							)
					return points





def 				lowercase (					__magic_name__							):



					'''simple docstring'''







					if not hasattr(__magic_name__			,   "__iter__"							):
										UpperCAmelCase		:							List[Any]        =       F"Expecting an iterable object but got an non-iterable type {points}"
										raise ValueError(__magic_name__							)

					if not points:
										UpperCAmelCase		:							List[Any]        =       F"Expecting a list of points but got {points}"
										raise ValueError(__magic_name__							)

					return _construct_points(__magic_name__							)





def 				lowercase (					__magic_name__			,   __magic_name__			,   __magic_name__							):



					'''simple docstring'''







					UpperCAmelCase		:							List[str]        =       (a.x * b.y + b.x * c.y + c.x * a.y) - (a.y * b.x + b.y * c.x + c.y * a.x)
					return det





def 				lowercase (					__magic_name__							):



					'''simple docstring'''







					UpperCAmelCase		:							Optional[Any]        =       sorted(_validate_input(__magic_name__							)							)
					UpperCAmelCase		:							Optional[int]        =       len(__magic_name__							)
					UpperCAmelCase		:							Any        =       set()

					for i in range(n - 1							):
										for j in range(i + 1			,   __magic_name__							):
															UpperCAmelCase		:							Union[str, Any]        =       False
															UpperCAmelCase		:							Optional[int]        =       True
															for k in range(__magic_name__							):
																				if k != i and k != j:
																									UpperCAmelCase		:							List[str]        =       _det(points[i]			,   points[j]			,   points[k]							)

																									if det_k > 0:
																														UpperCAmelCase		:							List[str]        =       True
																									elif det_k < 0:
																														UpperCAmelCase		:							Any        =       True
																									else:
																														# point[i], point[j], point[k] all lie on a straight line
																														# if point[k] is to the left of point[i] or it's to the
																														# right of point[j], then point[i], point[j] cannot be
																														# part of the convex hull of A
																														if points[k] < points[i] or points[k] > points[j]:
																																			UpperCAmelCase		:							Optional[int]        =       False
																																			break

																				if points_left_of_ij and points_right_of_ij:
																									UpperCAmelCase		:							Dict        =       False
																									break

															if ij_part_of_convex_hull:
																				convex_set.update([points[i], points[j]]							)

					return sorted(__magic_name__							)





def 				lowercase (					__magic_name__							):



					'''simple docstring'''







					UpperCAmelCase		:							List[str]        =       sorted(_validate_input(__magic_name__							)							)
					UpperCAmelCase		:							int        =       len(__magic_name__							)

					# divide all the points into an upper hull and a lower hull
					# the left most point and the right most point are definitely
					# members of the convex hull by definition.
					# use these two anchors to divide all the points into two hulls,
					# an upper hull and a lower hull.

					# all points to the left (above) the line joining the extreme points belong to the
					# upper hull
					# all points to the right (below) the line joining the extreme points below to the
					# lower hull
					# ignore all points on the line joining the extreme points since they cannot be
					# part of the convex hull

					UpperCAmelCase		:							Optional[int]        =       points[0]
					UpperCAmelCase		:							List[str]        =       points[n - 1]

					UpperCAmelCase		:							Dict        =       {left_most_point, right_most_point}
					UpperCAmelCase		:							int        =       []
					UpperCAmelCase		:							Tuple        =       []

					for i in range(1			,   n - 1							):
										UpperCAmelCase		:							Dict        =       _det(__magic_name__			,   __magic_name__			,   points[i]							)

										if det > 0:
															upper_hull.append(points[i]							)
										elif det < 0:
															lower_hull.append(points[i]							)

					_construct_hull(__magic_name__			,   __magic_name__			,   __magic_name__			,   __magic_name__							)
					_construct_hull(__magic_name__			,   __magic_name__			,   __magic_name__			,   __magic_name__							)

					return sorted(__magic_name__							)





def 				lowercase (					__magic_name__			,   __magic_name__			,   __magic_name__			,   __magic_name__							):



					'''simple docstring'''







					if points:
										UpperCAmelCase		:							Tuple        =       None
										UpperCAmelCase		:							Dict        =       float("-inf"							)
										UpperCAmelCase		:							Any        =       []

										for p in points:
															UpperCAmelCase		:							Union[str, Any]        =       _det(__magic_name__			,   __magic_name__			,   __magic_name__							)

															if det > 0:
																				candidate_points.append(__magic_name__							)

																				if det > extreme_point_distance:
																									UpperCAmelCase		:							List[str]        =       det
																									UpperCAmelCase		:							Union[str, Any]        =       p

										if extreme_point:
															_construct_hull(__magic_name__			,   __magic_name__			,   __magic_name__			,   __magic_name__							)
															convex_set.add(__magic_name__							)
															_construct_hull(__magic_name__			,   __magic_name__			,   __magic_name__			,   __magic_name__							)





def 				lowercase (					__magic_name__							):



					'''simple docstring'''







					UpperCAmelCase		:							Union[str, Any]        =       sorted(_validate_input(__magic_name__							)							)
					UpperCAmelCase		:							Tuple        =       len(__magic_name__							)

					UpperCAmelCase		:							Any        =       points[:2]
					for i in range(2			,   __magic_name__							):
										UpperCAmelCase		:							Any        =       _det(convex_hull[1]			,   convex_hull[0]			,   points[i]							)
										if det > 0:
															convex_hull.insert(0			,   points[i]							)
															break
										elif det < 0:
															convex_hull.append(points[i]							)
															break
										else:
															UpperCAmelCase		:							Optional[Any]        =       points[i]
					i += 1

					for j in range(__magic_name__			,   __magic_name__							):
										if (
										    _det(convex_hull[0]			,   convex_hull[-1]			,   points[j]							) > 0
										    and _det(convex_hull[-1]			,   convex_hull[0]			,   points[1]							) < 0
										):
															# The point lies within the convex hull
															continue

										convex_hull.insert(0			,   points[j]							)
										convex_hull.append(points[j]							)
										while _det(convex_hull[0]			,   convex_hull[1]			,   convex_hull[2]							) >= 0:
															del convex_hull[1]
										while _det(convex_hull[-1]			,   convex_hull[-2]			,   convex_hull[-3]							) <= 0:
															del convex_hull[-2]

    # `convex_hull` is contains the convex hull in circular order
					return sorted(convex_hull[1:] if len(__magic_name__							) > 3 else convex_hull							)





def 				lowercase (					):



					'''simple docstring'''







					UpperCAmelCase		:							Optional[Any]        =       [
					    (0, 3),
					    (2, 2),
					    (1, 1),
					    (2, 1),
					    (3, 0),
					    (0, 0),
					    (3, 3),
					    (2, -1),
					    (2, -4),
					    (1, -3),
					]
					# the convex set of points is
					# [(0, 0), (0, 3), (1, -3), (2, -4), (3, 0), (3, 3)]
					UpperCAmelCase		:							str        =       convex_hull_bf(__magic_name__							)

					UpperCAmelCase		:							List[str]        =       convex_hull_recursive(__magic_name__							)
					assert results_bf == results_recursive

					UpperCAmelCase		:							Tuple        =       convex_hull_melkman(__magic_name__							)
					assert results_bf == results_melkman

					print(__magic_name__							)


if __name__ == "__main__":
				main()



'''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


a       :      List[Any]  	=			logging.get_logger(__name__)

a       :      Dict  	=			{
    "apple/mobilevitv2-1.0": "https://huggingface.co/apple/mobilevitv2-1.0/resolve/main/config.json",
}







class   UpperCamelCase__   (       lowercase__       ):


		"""simple docstring"""

		SCREAMING_SNAKE_CASE__  :     List[Any]       =							"mobilevitv2"







		def __init__(			self   ,      snake_case=3   ,      snake_case=2_5_6   ,      snake_case=2   ,      snake_case=2.0   ,      snake_case="swish"   ,      snake_case=3   ,      snake_case=3_2   ,      snake_case=0.1   ,      snake_case=0.02   ,      snake_case=1e-5   ,      snake_case=5_1_2   ,      snake_case=[6, 1_2, 1_8]   ,      snake_case=0.1   ,      snake_case=2_5_5   ,      snake_case=[2, 4, 3]   ,      snake_case=[1_2_8, 1_9_2, 2_5_6]   ,      snake_case=1.0   ,      snake_case=2   ,      snake_case=0.0   ,      snake_case=0.0   ,      **snake_case   ,      ):


							'''simple docstring'''

							super().__init__(**snake_case      )

							UpperCAmelCase		:							Tuple        =       num_channels
							UpperCAmelCase		:							Optional[int]        =       image_size
							UpperCAmelCase		:							Optional[int]        =       patch_size
							UpperCAmelCase		:							Optional[int]        =       expand_ratio
							UpperCAmelCase		:							List[Any]        =       hidden_act
							UpperCAmelCase		:							Optional[Any]        =       conv_kernel_size
							UpperCAmelCase		:							str        =       output_stride
							UpperCAmelCase		:							Optional[Any]        =       initializer_range
							UpperCAmelCase		:							Optional[Any]        =       layer_norm_eps
							UpperCAmelCase		:							List[str]        =       n_attn_blocks
							UpperCAmelCase		:							Any        =       base_attn_unit_dims
							UpperCAmelCase		:							str        =       width_multiplier
							UpperCAmelCase		:							Optional[int]        =       ffn_multiplier
							UpperCAmelCase		:							List[Any]        =       ffn_dropout
							UpperCAmelCase		:							List[str]        =       attn_dropout
							UpperCAmelCase		:							Optional[Any]        =       classifier_dropout_prob

							# decode head attributes for semantic segmentation
							UpperCAmelCase		:							Optional[Any]        =       aspp_out_channels
							UpperCAmelCase		:							Dict        =       atrous_rates
							UpperCAmelCase		:							int        =       aspp_dropout_prob
							UpperCAmelCase		:							List[str]        =       semantic_loss_ignore_index







class   UpperCamelCase__   (       lowercase__       ):


		"""simple docstring"""

		SCREAMING_SNAKE_CASE__  :     Optional[int]       =							version.parse("1.11"       )







		@property
		def 				A_	(			self      ):


							'''simple docstring'''

							return OrderedDict([("pixel_values", {0: "batch", 1: "num_channels", 2: "height", 3: "width"})]      )







		@property
		def 				A_	(			self      ):


							'''simple docstring'''

							if self.task == "image-classification":
												return OrderedDict([("logits", {0: "batch"})]      )
							else:
												return OrderedDict([("last_hidden_state", {0: "batch"}), ("pooler_output", {0: "batch"})]      )







		@property
		def 				A_	(			self      ):


							'''simple docstring'''

							return 1e-4
