






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    							=      logging.get_logger(__name__)

UpperCamelCase    							=      {
    'hustvl/yolos-small': 'https://huggingface.co/hustvl/yolos-small/resolve/main/config.json',
    # See all YOLOS models at https://huggingface.co/models?filter=yolos
}







class 		_A						( UpperCAmelCase_ ):
  lowercase_						:			str						=					'''yolos'''

  def __init__(    self						:	List[Any]   ,				lowerCamelCase__						:	Union[str, Any]=7_68   ,				lowerCamelCase__						:	Union[str, Any]=12   ,				lowerCamelCase__						:	Tuple=12   ,				lowerCamelCase__						:	Any=30_72   ,				lowerCamelCase__						:	Union[str, Any]="gelu"   ,				lowerCamelCase__						:	str=0.0   ,				lowerCamelCase__						:	Any=0.0   ,				lowerCamelCase__						:	List[Any]=0.02   ,				lowerCamelCase__						:	str=1e-12   ,				lowerCamelCase__						:	str=[5_12, 8_64]   ,				lowerCamelCase__						:	Dict=16   ,				lowerCamelCase__						:	Tuple=3   ,				lowerCamelCase__						:	List[str]=True   ,				lowerCamelCase__						:	int=1_00   ,				lowerCamelCase__						:	List[str]=True   ,				lowerCamelCase__						:	str=False   ,				lowerCamelCase__						:	Dict=1   ,				lowerCamelCase__						:	List[str]=5   ,				lowerCamelCase__						:	Optional[int]=2   ,				lowerCamelCase__						:	Dict=5   ,				lowerCamelCase__						:	List[Any]=2   ,				lowerCamelCase__						:	int=0.1   ,				**lowerCamelCase__						:	List[Any]   ,				):
     """simple docstring"""

     super().__init__(**lowerCamelCase__			)

     __UpperCamelCase	:			Optional[int]					=					hidden_size
     __UpperCamelCase	:			Dict					=					num_hidden_layers
     __UpperCamelCase	:			Optional[Any]					=					num_attention_heads
     __UpperCamelCase	:			Optional[Any]					=					intermediate_size
     __UpperCamelCase	:			Dict					=					hidden_act
     __UpperCamelCase	:			str					=					hidden_dropout_prob
     __UpperCamelCase	:			Tuple					=					attention_probs_dropout_prob
     __UpperCamelCase	:			Any					=					initializer_range
     __UpperCamelCase	:			List[Any]					=					layer_norm_eps
     __UpperCamelCase	:			int					=					image_size
     __UpperCamelCase	:			Optional[Any]					=					patch_size
     __UpperCamelCase	:			List[str]					=					num_channels
     __UpperCamelCase	:			int					=					qkv_bias
     __UpperCamelCase	:			Tuple					=					num_detection_tokens
     __UpperCamelCase	:			List[str]					=					use_mid_position_embeddings
     __UpperCamelCase	:			List[str]					=					auxiliary_loss
     # Hungarian matcher
     __UpperCamelCase	:			Dict					=					class_cost
     __UpperCamelCase	:			Any					=					bbox_cost
     __UpperCamelCase	:			Tuple					=					giou_cost
     # Loss coefficients
     __UpperCamelCase	:			Dict					=					bbox_loss_coefficient
     __UpperCamelCase	:			Union[str, Any]					=					giou_loss_coefficient
     __UpperCamelCase	:			str					=					eos_coefficient







class 		_A						( UpperCAmelCase_ ):
  lowercase_						:			List[str]						=					version.parse('''1.11''' )

  @property
  def    a					(    self						:	str			):
     """simple docstring"""

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

  @property
  def    a					(    self						:	Tuple			):
     """simple docstring"""

     return 1e-4

  @property
  def    a					(    self						:	List[Any]			):
     """simple docstring"""

     return 12











from __future__ import annotations


def 				__lowerCamelCase     (							__lowerCAmelCase							:					str					,							__lowerCAmelCase							:					Tuple					,							__lowerCAmelCase							:					int					,							__lowerCAmelCase							:					Tuple							)     ->  Optional[Any]:  # noqa: E741
   while r - l > 1:
      __UpperCamelCase	:			int					=					(l + r) // 2
      if v[m] >= key:
         __UpperCamelCase	:			Dict					=					m
      else:
         __UpperCamelCase	:			Optional[Any]					=					m  # noqa: E741
   return r


def 				__lowerCamelCase     (							__lowerCAmelCase							:					list[int]							)     ->  int:
   if len(__lowerCAmelCase							) == 0:
      return 0

   __UpperCamelCase	:			Optional[Any]					=					[0] * len(__lowerCAmelCase							)
   __UpperCamelCase	:			Optional[int]					=					1

   __UpperCamelCase	:			Union[str, Any]					=					v[0]

   for i in range(1					,							len(__lowerCAmelCase							)							):
      if v[i] < tail[0]:
         __UpperCamelCase	:			Dict					=					v[i]
      elif v[i] > tail[length - 1]:
         __UpperCamelCase	:			Optional[int]					=					v[i]
         length += 1
      else:
         __UpperCamelCase	:			List[Any]					=					v[i]

   return length


if __name__ == "__main__":
       import doctest

       doctest.testmod()



