






"""simple docstring"""





import argparse
import os






class 					a						:
    SCREAMING_SNAKE_CASE						:					int						=			"""block_{0}.dat"""






    def __init__(	self					:							List[str]	,						__SCREAMING_SNAKE_CASE					:							List[str] )					->		Optional[int]:
      lowerCamelCase_   					=						filename
      lowerCamelCase_   					=						[]






    def        UpperCamelCase	(	self					:							Dict	,						__SCREAMING_SNAKE_CASE					:							List[Any]	,						__SCREAMING_SNAKE_CASE					:							List[str] )					->		int:
      lowerCamelCase_   					=						self.BLOCK_FILENAME_FORMAT.format(__SCREAMING_SNAKE_CASE )
      with open(__SCREAMING_SNAKE_CASE	,						'w' ) as file:
        file.write(__SCREAMING_SNAKE_CASE )
      self.block_filenames.append(__SCREAMING_SNAKE_CASE )






    def        UpperCamelCase	(	self					:							List[Any] )					->		Optional[Any]:
      return self.block_filenames






    def        UpperCamelCase	(	self					:							Dict	,						__SCREAMING_SNAKE_CASE					:							Optional[Any]	,						__SCREAMING_SNAKE_CASE					:							Union[str, Any]=None )					->		List[str]:
      lowerCamelCase_   					=						0
      with open(self.filename ) as file:
        while True:
          lowerCamelCase_   					=						file.readlines(__SCREAMING_SNAKE_CASE )

          if lines == []:
            break

          if sort_key is None:
            lines.sort()
          else:
            lines.sort(key=__SCREAMING_SNAKE_CASE )

          self.write_block(''.join(__SCREAMING_SNAKE_CASE )	,						__SCREAMING_SNAKE_CASE )
          i += 1






    def        UpperCamelCase	(	self					:							Tuple )					->		Tuple:
      map(os.remove	,						self.block_filenames )






class 					a						:






    def        UpperCamelCase	(	self					:							Optional[Any]	,						__SCREAMING_SNAKE_CASE					:							Any )					->		Union[str, Any]:
      lowerCamelCase_   					=						-1
      lowerCamelCase_   					=						None

      for i in range(len(__SCREAMING_SNAKE_CASE ) ):
        if min_str is None or choices[i] < min_str:
          lowerCamelCase_   					=						i

      return min_index






class 					a						:






    def __init__(	self					:							Optional[Any]	,						__SCREAMING_SNAKE_CASE					:							Optional[int] )					->		List[str]:
      lowerCamelCase_   					=						files
      lowerCamelCase_   					=						set()
      lowerCamelCase_   					=						len(__SCREAMING_SNAKE_CASE )
      lowerCamelCase_   					=						{i: None for i in range(self.num_buffers )}






    def        UpperCamelCase	(	self					:							Any )					->		Optional[Any]:
      return {
          i: self.buffers[i] for i in range(self.num_buffers ) if i not in self.empty
      }






    def        UpperCamelCase	(	self					:							Dict )					->		Tuple:
      for i in range(self.num_buffers ):
        if self.buffers[i] is None and i not in self.empty:
          lowerCamelCase_   					=						self.files[i].readline()

          if self.buffers[i] == "":
            self.empty.add(__SCREAMING_SNAKE_CASE )
            self.files[i].close()

      if len(self.empty ) == self.num_buffers:
        return False

      return True






    def        UpperCamelCase	(	self					:							str	,						__SCREAMING_SNAKE_CASE					:							Optional[Any] )					->		List[str]:
      lowerCamelCase_   					=						self.buffers[index]
      lowerCamelCase_   					=						None

      return value






class 					a						:






    def __init__(	self					:							Optional[Any]	,						__SCREAMING_SNAKE_CASE					:							Dict )					->		int:
      lowerCamelCase_   					=						merge_strategy






    def        UpperCamelCase	(	self					:							List[str]	,						__SCREAMING_SNAKE_CASE					:							List[Any]	,						__SCREAMING_SNAKE_CASE					:							List[str]	,						__SCREAMING_SNAKE_CASE					:							Optional[int] )					->		Optional[Any]:
      lowerCamelCase_   					=						FilesArray(self.get_file_handles(__SCREAMING_SNAKE_CASE	,						__SCREAMING_SNAKE_CASE ) )
      with open(__SCREAMING_SNAKE_CASE	,						'w'	,						__SCREAMING_SNAKE_CASE ) as outfile:
        while buffers.refresh():
          lowerCamelCase_   					=						self.merge_strategy.select(buffers.get_dict() )
          outfile.write(buffers.unshift(__SCREAMING_SNAKE_CASE ) )






    def        UpperCamelCase	(	self					:							Union[str, Any]	,						__SCREAMING_SNAKE_CASE					:							Dict	,						__SCREAMING_SNAKE_CASE					:							str )					->		Union[str, Any]:
      lowerCamelCase_   					=						{}

      for i in range(len(__SCREAMING_SNAKE_CASE ) ):
        lowerCamelCase_   					=						open(filenames[i]	,						'r'	,						__SCREAMING_SNAKE_CASE )  # noqa: UP015

      return files






class 					a						:






    def __init__(	self					:							str	,						__SCREAMING_SNAKE_CASE					:							Optional[Any] )					->		Tuple:
      lowerCamelCase_   					=						block_size






    def        UpperCamelCase	(	self					:							Optional[int]	,						__SCREAMING_SNAKE_CASE					:							Dict	,						__SCREAMING_SNAKE_CASE					:							Dict=None )					->		List[Any]:
      lowerCamelCase_   					=						self.get_number_blocks(__SCREAMING_SNAKE_CASE	,						self.block_size )
      lowerCamelCase_   					=						FileSplitter(__SCREAMING_SNAKE_CASE )
      splitter.split(self.block_size	,						__SCREAMING_SNAKE_CASE )

      lowerCamelCase_   					=						FileMerger(NWayMerge() )
      lowerCamelCase_   					=						self.block_size / (num_blocks + 1)
      merger.merge(splitter.get_block_filenames()	,						filename + '.out'	,						__SCREAMING_SNAKE_CASE )

      splitter.cleanup()






    def        UpperCamelCase	(	self					:							Union[str, Any]	,						__SCREAMING_SNAKE_CASE					:							Union[str, Any]	,						__SCREAMING_SNAKE_CASE					:							str )					->		Union[str, Any]:
      return (os.stat(__SCREAMING_SNAKE_CASE ).st_size / block_size) + 1







def 					lowerCamelCase__	(							_lowerCamelCase	:		str			)				->    Optional[int]:
  if string[-1].lower() == "k":
    return int(string[:-1]			) * 1024
  elif string[-1].lower() == "m":
    return int(string[:-1]			) * 1024 * 1024
  elif string[-1].lower() == "g":
    return int(string[:-1]			) * 1024 * 1024 * 1024
  else:
    return int(_lowerCamelCase			)







def 					lowerCamelCase__	(							)				->    List[Any]:
  lowerCamelCase_   					=						argparse.ArgumentParser()
  parser.add_argument(
      '-m'		,    '--mem'		,    help='amount of memory to use for sorting'		,    default='100M'			)
  parser.add_argument(
      'filename'		,    metavar='<filename>'		,    nargs=1		,    help='name of file to sort'			)
  lowerCamelCase_   					=						parser.parse_args()

  lowerCamelCase_   					=						ExternalSort(parse_memory(args.mem			)			)
  sorter.sort(args.filename[0]			)


if __name__ == "__main__":
  main()












"""simple docstring"""





from ...configuration_utils import PretrainedConfig
from ...utils import logging


_SCREAMING_SNAKE_CASE :    List[Any]    =						logging.get_logger(__name__)

_SCREAMING_SNAKE_CASE :    str    =						{
    '''facebook/regnet-y-040''': '''https://huggingface.co/facebook/regnet-y-040/blob/main/config.json''',
}






class 					a						( __snake_case		):
    SCREAMING_SNAKE_CASE						:					str						=			"""regnet"""
    SCREAMING_SNAKE_CASE						:					List[Any]						=			["""x""", """y"""]






    def __init__(	self					:							int	,						__SCREAMING_SNAKE_CASE					:							Any=3	,						__SCREAMING_SNAKE_CASE					:							Any=32	,						__SCREAMING_SNAKE_CASE					:							List[str]=[128, 192, 512, 1088]	,						__SCREAMING_SNAKE_CASE					:							Union[str, Any]=[2, 6, 12, 2]	,						__SCREAMING_SNAKE_CASE					:							str=64	,						__SCREAMING_SNAKE_CASE					:							List[Any]="y"	,						__SCREAMING_SNAKE_CASE					:							Optional[int]="relu"	,						**__SCREAMING_SNAKE_CASE					:							Union[str, Any]	,						)					->		Union[str, Any]:
      super().__init__(**__SCREAMING_SNAKE_CASE )
      if layer_type not in self.layer_types:
        raise ValueError(F'''layer_type={layer_type} is not one of {",".join(self.layer_types )}''' )
      lowerCamelCase_   					=						num_channels
      lowerCamelCase_   					=						embedding_size
      lowerCamelCase_   					=						hidden_sizes
      lowerCamelCase_   					=						depths
      lowerCamelCase_   					=						groups_width
      lowerCamelCase_   					=						layer_type
      lowerCamelCase_   					=						hidden_act
      # always downsample in the first stage
      lowerCamelCase_   					=						True




