





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


_snake_case           =			logging.get_logger(__name__)

_snake_case           =			{
    """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  lowerCAmelCase							(       lowercase_ ):
  __lowerCamelCase		=      'mobilenet_v2'







  def __init__(      self  :Union[str, Any]   ,							_lowercase  :Tuple=3   ,							_lowercase  :int=2_24   ,							_lowercase  :List[Any]=1.0   ,							_lowercase  :Tuple=8   ,							_lowercase  :str=8   ,							_lowercase  :Any=6   ,							_lowercase  :Any=32   ,							_lowercase  :List[str]=True   ,							_lowercase  :int=True   ,							_lowercase  :int="relu6"   ,							_lowercase  :List[Any]=True   ,							_lowercase  :Tuple=0.8   ,							_lowercase  :Union[str, Any]=0.02   ,							_lowercase  :Union[str, Any]=0.001   ,							_lowercase  :str=2_55   ,							**_lowercase  :Union[str, Any]   ,							):






     '''simple docstring'''





     super().__init__(**_lowercase )

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

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





class  lowerCAmelCase							(       lowercase_ ):
  __lowerCamelCase		=      version.parse('1.11' )







  @property
  def   UpperCAmelCase					(      self  :List[Any] ):






     '''simple docstring'''





     return OrderedDict([("pixel_values", {0: "batch"})] )







  @property
  def   UpperCAmelCase					(      self  :Dict ):






     '''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  :str ):






     '''simple docstring'''





     return 1e-4













from __future__ import annotations


def _A       (   __magic_name__  , __magic_name__	):
   lowercase__			       =  0
   lowercase__			       =  len(__magic_name__	) - 1

   while i < j:
      if nums[i] + nums[j] == target:
         return [i, j]
      elif nums[i] + nums[j] < target:
         lowercase__			       =  i + 1
      else:
         lowercase__			       =  j - 1

   return []


if __name__ == "__main__":
  import doctest

  doctest.testmod()
  print(F"""{two_pointer([2, 7, 11, 15], 9) = }""")






