
"""simple docstring"""



import warnings
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__          = {
    'nvidia/segformer-b0-finetuned-ade-512-512': (
        'https://huggingface.co/nvidia/segformer-b0-finetuned-ade-512-512/resolve/main/config.json'
    ),
    # See all SegFormer models at https://huggingface.co/models?filter=segformer
}

class       lowerCAmelCase__				(						UpperCamelCase__	):
     __a						=					'''segformer'''







     def __init__(							self			:			Any    ,      _lowerCamelCase			:			Dict=3    ,      _lowerCamelCase			:			Optional[int]=4    ,      _lowerCamelCase			:			Any=[2, 2, 2, 2]    ,      _lowerCamelCase			:			Tuple=[8, 4, 2, 1]    ,      _lowerCamelCase			:			Any=[32, 64, 160, 256]    ,      _lowerCamelCase			:			str=[7, 3, 3, 3]    ,      _lowerCamelCase			:			List[Any]=[4, 2, 2, 2]    ,      _lowerCamelCase			:			List[Any]=[1, 2, 5, 8]    ,      _lowerCamelCase			:			int=[4, 4, 4, 4]    ,      _lowerCamelCase			:			List[str]="gelu"    ,      _lowerCamelCase			:			Optional[int]=0.0    ,      _lowerCamelCase			:			Optional[Any]=0.0    ,      _lowerCamelCase			:			Optional[int]=0.1    ,      _lowerCamelCase			:			List[str]=0.0_2    ,      _lowerCamelCase			:			Optional[Any]=0.1    ,      _lowerCamelCase			:			List[Any]=1e-6    ,      _lowerCamelCase			:			Optional[int]=256    ,      _lowerCamelCase			:			Dict=255    ,      **_lowerCamelCase			:			List[Any]    ,      ):
       super().__init__(**UpperCamelCase_			)

       if "reshape_last_stage" in kwargs and kwargs["reshape_last_stage"] is False:
         warnings.warn(
             '''Reshape_last_stage is set to False in this config. This argument is deprecated and will soon be'''
             ''' removed, as the behaviour will default to that of reshape_last_stage = True.'''    ,      UpperCamelCase_    ,      )

       _snake_case					     =       num_channels
       _snake_case					     =       num_encoder_blocks
       _snake_case					     =       depths
       _snake_case					     =       sr_ratios
       _snake_case					     =       hidden_sizes
       _snake_case					     =       patch_sizes
       _snake_case					     =       strides
       _snake_case					     =       mlp_ratios
       _snake_case					     =       num_attention_heads
       _snake_case					     =       hidden_act
       _snake_case					     =       hidden_dropout_prob
       _snake_case					     =       attention_probs_dropout_prob
       _snake_case					     =       classifier_dropout_prob
       _snake_case					     =       initializer_range
       _snake_case					     =       drop_path_rate
       _snake_case					     =       layer_norm_eps
       _snake_case					     =       decoder_hidden_size
       _snake_case					     =       kwargs.get('''reshape_last_stage'''    ,      UpperCamelCase_			)
       _snake_case					     =       semantic_loss_ignore_index






class       lowerCAmelCase__				(						UpperCamelCase__	):
     __a						=					version.parse("""1.11"""	)







     @property
     def      lowercase	(							self			:			Optional[int]			):
       return OrderedDict(
           [
               ('''pixel_values''', {0: '''batch''', 1: '''num_channels''', 2: '''height''', 3: '''width'''}),
           ]			)







     @property
     def      lowercase	(							self			:			Tuple			):
       return 1e-4







     @property
     def      lowercase	(							self			:			List[Any]			):
       return 12







import socket
def 			_a (      ):


		"""simple docstring"""




		lowercase__            =      socket.socket(socket.AF_INET						,				socket.SOCK_STREAM     )
		lowercase__            =      socket.gethostname()
		lowercase__            =      1_23_12

		sock.connect((host, port)     )
		sock.send(B'''Hello server!'''     )

		with open('''Received_file'''						,				'''wb'''     ) as out_file:
				print('''File opened'''     )
				print('''Receiving data...'''     )
				while True:
						lowercase__            =      sock.recv(10_24     )
						if not data:
								break
						out_file.write(SCREAMING_SNAKE_CASE     )

		print('''Successfully received the file'''     )
		sock.close()
		print('''Connection closed'''     )


if __name__ == "__main__":
			main()


