
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


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

_UpperCAmelCase :			List[str]              =	{
    "google/mobilenet_v2_1.4_224": "https://huggingface.co/google/mobilenet_v2_1.4_224/resolve/main/config.json",
    "google/mobilenet_v2_1.0_224": "https://huggingface.co/google/mobilenet_v2_1.0_224/resolve/main/config.json",
    "google/mobilenet_v2_0.75_160": "https://huggingface.co/google/mobilenet_v2_0.75_160/resolve/main/config.json",
    "google/mobilenet_v2_0.35_96": "https://huggingface.co/google/mobilenet_v2_0.35_96/resolve/main/config.json",
    # See all MobileNetV2 models at https://huggingface.co/models?filter=mobilenet_v2
}


class     lowercase (		snake_case_       ):
		__lowercase	:	Optional[Any]     					=    "mobilenet_v2"



		def __init__(			self    ,				A_=3    ,				A_=224    ,				A_=1.0    ,				A_=8    ,				A_=8    ,				A_=6    ,				A_=32    ,				A_=True    ,				A_=True    ,				A_="relu6"    ,				A_=True    ,				A_=0.8    ,				A_=0.02    ,				A_=0.001    ,				A_=255    ,				**A_    ,				)  -> List[str]:
				"""simple docstring"""
				super().__init__(**A_	)

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

				UpperCamelCase          =					num_channels
				UpperCamelCase          =					image_size
				UpperCamelCase          =					depth_multiplier
				UpperCamelCase          =					depth_divisible_by
				UpperCamelCase          =					min_depth
				UpperCamelCase          =					expand_ratio
				UpperCamelCase          =					output_stride
				UpperCamelCase          =					first_layer_is_expansion
				UpperCamelCase          =					finegrained_output
				UpperCamelCase          =					hidden_act
				UpperCamelCase          =					tf_padding
				UpperCamelCase          =					classifier_dropout_prob
				UpperCamelCase          =					initializer_range
				UpperCamelCase          =					layer_norm_eps
				UpperCamelCase          =					semantic_loss_ignore_index






class     lowercase (		snake_case_       ):
		__lowercase	:	Tuple     					=    version.parse("1.11"       )



		@property
		def __UpperCamelCase			(			self	)  -> Mapping[str, Mapping[int, str]]:
				"""simple docstring"""
				return OrderedDict([('pixel_values', {0: 'batch'})]	)



		@property
		def __UpperCamelCase			(			self	)  -> Mapping[str, Mapping[int, str]]:
				"""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 __UpperCamelCase			(			self	)  -> float:
				"""simple docstring"""
				return 1e-4


from __future__ import annotations


def 				A	( lowercase   ,	lowercase   ,	lowercase   ,	lowercase			)       ->  list:
		'''simple docstring'''

		UpperCamelCase          =					[]
		UpperCamelCase     ,  UpperCamelCase          =					input_list[low:mid], input_list[mid : high + 1]
		while left and right:
				result.append((left if left[0] <= right[0] else right).pop(0			)			)
		UpperCamelCase          =					result + left + right
		return input_list


def 				A	( lowercase			)       ->  list:
		'''simple docstring'''

		if len(lowercase			) <= 1:
				return input_list
		UpperCamelCase          =					list(lowercase			)

		# iteration for two-way merging
		UpperCamelCase          =					2
		while p <= len(lowercase			):
				# getting low, high and middle value for merge-sort of single list
				for i in range(0   ,	len(lowercase			)   ,	lowercase			):
						UpperCamelCase          =					i
						UpperCamelCase          =					i + p - 1
						UpperCamelCase          =					(low + high + 1) // 2
						UpperCamelCase          =					merge(lowercase   ,	lowercase   ,	lowercase   ,	lowercase			)
				# final merge of last two parts
				if p * 2 >= len(lowercase			):
						UpperCamelCase          =					i
						UpperCamelCase          =					merge(lowercase   ,	0   ,	lowercase   ,	len(lowercase			) - 1			)
						break
				p *= 2

		return input_list


if __name__ == "__main__":
					_UpperCAmelCase :			Any              =	input("Enter numbers separated by a comma:\n").strip()
					if user_input == "":
										_UpperCAmelCase :			Optional[Any]              =	[]
					else:
										_UpperCAmelCase :			Any              =	[int(item.strip()) for item in user_input.split(",")]
					print(iter_merge_sort(unsorted))
