


"""simple docstring"""





import os


# All paths are set with the intent you should run this script from the root of the repo with the command
# python utils/check_doctest_list.py
snake_case__		:     List[str]    				=				'''.'''


if __name__ == "__main__":
 snake_case__		:     Any    				=				os.path.join(REPO_PATH, '''utils/documentation_tests.txt''')
 snake_case__		:     Dict    				=				[]
 snake_case__		:     Tuple    				=				[]
 with open(doctest_file_path) as fp:
  for line in fp:
   snake_case__		:     Optional[int]    				=				line.strip()
   snake_case__		:     Union[str, Any]    				=				os.path.join(REPO_PATH, line)
   if not (os.path.isfile(path) or os.path.isdir(path)):
    non_existent_paths.append(line)
   all_paths.append(path)
 if len(non_existent_paths) > 0:
  snake_case__		:     str    				=				'''\n'''.join(non_existent_paths)
  raise ValueError(f"""`utils/documentation_tests.txt` contains non-existent paths:\n{non_existent_paths}""")
 if all_paths != sorted(all_paths):
  raise ValueError('''Files in `utils/documentation_tests.txt` are not in alphabetical order.''')






"""simple docstring"""





from torch import nn



class 		snake_case_(       nn.Module			):






     def __init__(	self  :					int					,				UpperCamelCase_  :					int					,				UpperCamelCase_  :					int				):
           super().__init__()
           lowerCAmelCase					:	str       =   class_size
           lowerCAmelCase					:	Dict       =   embed_size
           # self.mlp1 = nn.Linear(embed_size, embed_size)
           # self.mlp2 = (nn.Linear(embed_size, class_size))
           lowerCAmelCase					:	Any       =   nn.Linear(UpperCamelCase_					,				UpperCamelCase_				)






     def      lowerCamelCase__     (	self  :					List[Any]					,				UpperCamelCase_  :					Tuple				):
           # hidden_state = nn.functional.relu(self.mlp1(hidden_state))
           # hidden_state = self.mlp2(hidden_state)
           lowerCAmelCase					:	int       =   self.mlp(UpperCamelCase_				)
           return logits


