






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__   :						Tuple													=   logging.get_logger(__name__)

snake_case__   :						List[str]													=   {
    """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__     ):






  """simple docstring"""





  A_						       = """yolos"""




  def __init__(  self		,		_UpperCAmelCase=768		,		_UpperCAmelCase=12		,		_UpperCAmelCase=12		,		_UpperCAmelCase=3072		,		_UpperCAmelCase="gelu"		,		_UpperCAmelCase=0.0		,		_UpperCAmelCase=0.0		,		_UpperCAmelCase=0.0_2		,		_UpperCAmelCase=1e-12		,		_UpperCAmelCase=[512, 864]		,		_UpperCAmelCase=16		,		_UpperCAmelCase=3		,		_UpperCAmelCase=True		,		_UpperCAmelCase=100		,		_UpperCAmelCase=True		,		_UpperCAmelCase=False		,		_UpperCAmelCase=1		,		_UpperCAmelCase=5		,		_UpperCAmelCase=2		,		_UpperCAmelCase=5		,		_UpperCAmelCase=2		,		_UpperCAmelCase=0.1		,		**_UpperCAmelCase		,		)      ->			List[str]:
     super().__init__(**_UpperCAmelCase			)

     UpperCamelCase_						=  hidden_size
     UpperCamelCase_						=  num_hidden_layers
     UpperCamelCase_						=  num_attention_heads
     UpperCamelCase_						=  intermediate_size
     UpperCamelCase_						=  hidden_act
     UpperCamelCase_						=  hidden_dropout_prob
     UpperCamelCase_						=  attention_probs_dropout_prob
     UpperCamelCase_						=  initializer_range
     UpperCamelCase_						=  layer_norm_eps
     UpperCamelCase_						=  image_size
     UpperCamelCase_						=  patch_size
     UpperCamelCase_						=  num_channels
     UpperCamelCase_						=  qkv_bias
     UpperCamelCase_						=  num_detection_tokens
     UpperCamelCase_						=  use_mid_position_embeddings
     UpperCamelCase_						=  auxiliary_loss
     # Hungarian matcher
     UpperCamelCase_						=  class_cost
     UpperCamelCase_						=  bbox_cost
     UpperCamelCase_						=  giou_cost
     # Loss coefficients
     UpperCamelCase_						=  bbox_loss_coefficient
     UpperCamelCase_						=  giou_loss_coefficient
     UpperCamelCase_						=  eos_coefficient




class     _a							(	UpperCAmelCase__     ):






  """simple docstring"""





  A_						       = version.parse("""1.11"""     )




  @property
  def  _UpperCAmelCase  (  self			)      ->			Mapping[str, Mapping[int, str]]:
     return OrderedDict(
         [
             ('pixel_values', {0: 'batch', 1: 'num_channels', 2: 'height', 3: 'width'}),
         ]			)




  @property
  def  _UpperCAmelCase  (  self			)      ->			float:
     return 1e-4




  @property
  def  _UpperCAmelCase  (  self			)      ->			int:
     return 12










'''simple docstring'''
from math import ceil






def A__       (	UpperCAmelCase_ = 1_0_0_1				):
						_UpperCamelCase   :						int												=  1

						for i in range(1    ,    int(ceil(n / 2.0				)				)				):
												_UpperCamelCase   :						Dict												=  2 * i + 1
												_UpperCamelCase   :						Tuple												=  2 * i
												_UpperCamelCase   :						Any												=  total + 4 * odd**2 - 6 * even

						return total


if __name__ == "__main__":
					import sys

					if len(sys.argv) == 1:
										print(solution())
					else:
										try:
															snake_case_					:      Tuple    			=    int(sys.argv[1])
															print(solution(n))
										except ValueError:
															print('Invalid entry - please enter a number')


