




'''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


lowerCAmelCase_      :  Dict				     =  logging.get_logger(__name__)

lowerCAmelCase_      :  Dict				     =  {
    "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      SCREAMING_SNAKE_CASE    (						lowercase_				):
      __magic_name__  :       int   							=					'''segformer'''






      def __init__( self   :  Tuple						,						lowercase__   :  Optional[Any]=3						,						lowercase__   :  Optional[int]=4						,						lowercase__   :  str=[2, 2, 2, 2]						,						lowercase__   :  List[str]=[8, 4, 2, 1]						,						lowercase__   :  str=[32, 64, 160, 256]						,						lowercase__   :  Optional[int]=[7, 3, 3, 3]						,						lowercase__   :  int=[4, 2, 2, 2]						,						lowercase__   :  Optional[int]=[1, 2, 5, 8]						,						lowercase__   :  Any=[4, 4, 4, 4]						,						lowercase__   :  Tuple="gelu"						,						lowercase__   :  Any=0.0						,						lowercase__   :  Union[str, Any]=0.0						,						lowercase__   :  List[str]=0.1						,						lowercase__   :  Union[str, Any]=0.02						,						lowercase__   :  Union[str, Any]=0.1						,						lowercase__   :  Optional[int]=1e-6						,						lowercase__   :  List[str]=256						,						lowercase__   :  int=255						,						**lowercase__   :  List[Any]						,						):


           '''simple docstring'''

           super().__init__(**_lowercase       )

           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."""						,						_lowercase						,						)

           a_     :							int     						=  num_channels
           a_     :							Dict     						=  num_encoder_blocks
           a_     :							int     						=  depths
           a_     :							Optional[int]     						=  sr_ratios
           a_     :							Union[str, Any]     						=  hidden_sizes
           a_     :							Optional[Any]     						=  patch_sizes
           a_     :							Dict     						=  strides
           a_     :							List[Any]     						=  mlp_ratios
           a_     :							Optional[Any]     						=  num_attention_heads
           a_     :							List[str]     						=  hidden_act
           a_     :							Optional[int]     						=  hidden_dropout_prob
           a_     :							Dict     						=  attention_probs_dropout_prob
           a_     :							List[str]     						=  classifier_dropout_prob
           a_     :							List[str]     						=  initializer_range
           a_     :							int     						=  drop_path_rate
           a_     :							Optional[Any]     						=  layer_norm_eps
           a_     :							Tuple     						=  decoder_hidden_size
           a_     :							Dict     						=  kwargs.get("""reshape_last_stage"""						,						_lowercase       )
           a_     :							Union[str, Any]     						=  semantic_loss_ignore_index







class      SCREAMING_SNAKE_CASE    (						lowercase_				):
      __magic_name__  :       List[Any]   							=					version.parse('''1.11'''				)






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


           '''simple docstring'''

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






      @property
      def 							lowercase_						( self   :  Optional[int]       ):


           '''simple docstring'''

           return 1e-4






      @property
      def 							lowercase_						( self   :  Dict       ):


           '''simple docstring'''

           return 12



'''simple docstring'''

import argparse
import hashlib  # hashlib is only used inside the Test class
import struct






class    snake_case     :






				"""simple docstring"""



				def __init__(    self,     _lowercase       )     ->							Optional[Any]:
											SCREAMING_SNAKE_CASE_				=				data
											SCREAMING_SNAKE_CASE_				=				[0x6_7_4_5_2_3_0_1, 0xe_f_c_d_a_b_8_9, 0x9_8_b_a_d_c_f_e, 0x1_0_3_2_5_4_7_6, 0xc_3_d_2_e_1_f_0]



				@staticmethod
				def   a__					(    _lowercase,     _lowercase       )     ->							List[str]:
											return ((n << b) | (n >> (32 - b))) & 0xf_f_f_f_f_f_f_f



				def   a__					(    self       )     ->							List[str]:
											SCREAMING_SNAKE_CASE_				=				B'\x80' + B'\x00' * (63 - (len(self.data       ) + 8) % 64)
											SCREAMING_SNAKE_CASE_				=				self.data + padding + struct.pack('>Q',     8 * len(self.data       )       )
											return padded_data



				def   a__					(    self       )     ->							Optional[Any]:
											return [
											    self.padded_data[i : i + 64] for i in range(0,     len(self.padded_data       ),     64       )
											]



				def   a__					(    self,     _lowercase       )     ->							int:
											SCREAMING_SNAKE_CASE_				=				list(struct.unpack('>16L',     _lowercase       )       ) + [0] * 64
											for i in range(16,     80       ):
																		SCREAMING_SNAKE_CASE_				=				self.rotate((w[i - 3] ^ w[i - 8] ^ w[i - 14] ^ w[i - 16]),     1       )
											return w





				def   a__					(    self       )     ->							List[str]:
											SCREAMING_SNAKE_CASE_				=				self.padding()
											SCREAMING_SNAKE_CASE_				=				self.split_blocks()
											for block in self.blocks:
																		SCREAMING_SNAKE_CASE_				=				self.expand_block(_lowercase       )
																		SCREAMING_SNAKE_CASE_				,    SCREAMING_SNAKE_CASE_				,    SCREAMING_SNAKE_CASE_				,    SCREAMING_SNAKE_CASE_				,    SCREAMING_SNAKE_CASE_				=				self.h
																		for i in range(0,     80       ):
																									if 0 <= i < 20:
																																SCREAMING_SNAKE_CASE_				=				(b & c) | ((~b) & d)
																																SCREAMING_SNAKE_CASE_				=				0x5_a_8_2_7_9_9_9
																									elif 20 <= i < 40:
																																SCREAMING_SNAKE_CASE_				=				b ^ c ^ d
																																SCREAMING_SNAKE_CASE_				=				0x6_e_d_9_e_b_a_1
																									elif 40 <= i < 60:
																																SCREAMING_SNAKE_CASE_				=				(b & c) | (b & d) | (c & d)
																																SCREAMING_SNAKE_CASE_				=				0x8_f_1_b_b_c_d_c
																									elif 60 <= i < 80:
																																SCREAMING_SNAKE_CASE_				=				b ^ c ^ d
																																SCREAMING_SNAKE_CASE_				=				0xc_a_6_2_c_1_d_6
																									SCREAMING_SNAKE_CASE_				,    SCREAMING_SNAKE_CASE_				,    SCREAMING_SNAKE_CASE_				,    SCREAMING_SNAKE_CASE_				,    SCREAMING_SNAKE_CASE_				=				(
																									    self.rotate(_lowercase,     5       ) + f + e + k + expanded_block[i] & 0xf_f_f_f_f_f_f_f,
																									    a,
																									    self.rotate(_lowercase,     30       ),
																									    c,
																									    d,
																									)
																		SCREAMING_SNAKE_CASE_				=				(
																		    self.h[0] + a & 0xf_f_f_f_f_f_f_f,
																		    self.h[1] + b & 0xf_f_f_f_f_f_f_f,
																		    self.h[2] + c & 0xf_f_f_f_f_f_f_f,
																		    self.h[3] + d & 0xf_f_f_f_f_f_f_f,
																		    self.h[4] + e & 0xf_f_f_f_f_f_f_f,
																		)
											return ("{:08x}" * 5).format(*self.h       )




def 							_UpperCamelCase				(   )      -> Optional[int]:
							SCREAMING_SNAKE_CASE_				=				B'Test String'
							assert SHAaHash(lowerCAmelCase__   ).final_hash() == hashlib.shaa(lowerCAmelCase__   ).hexdigest()  # noqa: S324




def 							_UpperCamelCase				(   )      -> Any:
							SCREAMING_SNAKE_CASE_				=				argparse.ArgumentParser(description='Process some strings or files'   )
							parser.add_argument(
							    '--string'		,dest='input_string'		,default='Hello World!! Welcome to Cryptography'		,help='Hash the string'		,)
							parser.add_argument('--file'		,dest='input_file'		,help='Hash contents of a file'   )
							SCREAMING_SNAKE_CASE_				=				parser.parse_args()
							SCREAMING_SNAKE_CASE_				=				args.input_string
							# In any case hash input should be a bytestring
							if args.input_file:
														with open(args.input_file		,'rb'   ) as f:
																					SCREAMING_SNAKE_CASE_				=				f.read()
							else:
														SCREAMING_SNAKE_CASE_				=				bytes(lowerCAmelCase__		,'utf-8'   )
							print(SHAaHash(lowerCAmelCase__   ).final_hash()   )


if __name__ == "__main__":
							main()
							import doctest

							doctest.testmod()





