



"""simple docstring"""




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


__UpperCAmelCase	=			logging.get_logger(__name__)

__UpperCAmelCase	=			{
    'facebook/opt-125m': 'https://huggingface.co/facebook/opt-125m/blob/main/config.json',
    'facebook/opt-350m': 'https://huggingface.co/facebook/opt-350m/blob/main/config.json',
    'facebook/opt-1.3b': 'https://huggingface.co/facebook/opt-1.3b/blob/main/config.json',
    'facebook/opt-2.7b': 'https://huggingface.co/facebook/opt-2.7b/blob/main/config.json',
    'facebook/opt-6.7b': 'https://huggingface.co/facebook/opt-6.7b/blob/main/config.json',
    'facebook/opt-13b': 'https://huggingface.co/facebook/opt-13b/blob/main/config.json',
}







class        __lowercase     (      lowerCAmelCase__   ):
  snake_case_			    =    '''opt'''
  snake_case_			    =    ['''past_key_values''']

  def __init__(					self						:     Dict   ,A						:     int=50_272   ,A						:     Optional[Any]=768   ,A						:     Any=12   ,A						:     List[str]=3_072   ,A						:     int=2_048   ,A						:     Dict=True   ,A						:     Optional[int]=False   ,A						:     str=None   ,A						:     Union[str, Any]=0.1   ,A						:     List[Any]=0.0   ,A						:     Any=12   ,A						:     Optional[int]="relu"   ,A						:     List[str]=0.0   ,A						:     int=0.0_2   ,A						:     List[str]=True   ,A						:     Union[str, Any]=1   ,A						:     Optional[int]=2   ,A						:     List[Any]=2   ,A						:     Dict=True   ,A						:     Union[str, Any]=True   ,**A						:     Dict   ,):






   '''simple docstring'''
   super().__init__(
       pad_token_id=__lowerCAmelCase   ,bos_token_id=__lowerCAmelCase   ,eos_token_id=__lowerCAmelCase   ,**__lowerCAmelCase   ,)
   UpperCAmelCase__   :					Tuple   				=   vocab_size
   UpperCAmelCase__   :					Any   				=   max_position_embeddings
   UpperCAmelCase__   :					str   				=   num_attention_heads
   UpperCAmelCase__   :					Tuple   				=   word_embed_proj_dim if word_embed_proj_dim is not None else hidden_size
   UpperCAmelCase__   :					Any   				=   ffn_dim
   UpperCAmelCase__   :					Optional[int]   				=   hidden_size
   UpperCAmelCase__   :					Optional[int]   				=   num_hidden_layers
   UpperCAmelCase__   :					Optional[int]   				=   dropout
   UpperCAmelCase__   :					str   				=   attention_dropout
   UpperCAmelCase__   :					Optional[Any]   				=   activation_function
   UpperCAmelCase__   :					List[str]   				=   init_std
   UpperCAmelCase__   :					int   				=   layerdrop
   UpperCAmelCase__   :					Optional[int]   				=   use_cache
   UpperCAmelCase__   :					Union[str, Any]   				=   do_layer_norm_before
   # We keep these variables at `True` for backward compatibility.
   UpperCAmelCase__   :					List[Any]   				=   enable_bias
   UpperCAmelCase__   :					List[str]   				=   layer_norm_elementwise_affine

   # Note that the only purpose of `_remove_final_layer_norm` is to keep backward compatibility
   # with checkpoints that have been fine-tuned before transformers v4.20.1
   # see https://github.com/facebookresearch/metaseq/pull/164
   UpperCAmelCase__   :					Optional[Any]   				=   _remove_final_layer_norm








"""simple docstring"""




from __future__ import annotations
def 					lowerCAmelCase  (   __UpperCamelCase							,      __UpperCamelCase							,      __UpperCamelCase							,      __UpperCamelCase ):
 '''simple docstring'''





 UpperCAmelCase__				, UpperCAmelCase__   :					Optional[Any]   				=   m - 1, 0
 while i >= 0 and j < n:
  if key == mat[i][j]:
   print(F"Key {key} found at row- {i + 1} column- {j + 1}" )
   return
  if key < mat[i][j]:
   i -= 1
  else:
   j += 1
 print(F"Key {key} not found" )
def 					lowerCAmelCase  (   ):
 '''simple docstring'''





 UpperCAmelCase__   :					Union[str, Any]   				=   [[2, 5, 7], [4, 8, 13], [9, 11, 15], [12, 17, 20]]
 UpperCAmelCase__   :					int   				=   int(input("""Enter the element to be searched:""" ) )
 print(__UpperCamelCase )
 search_in_a_sorted_matrix(__UpperCamelCase							,      len(__UpperCamelCase )							,      len(mat[0] )							,      __UpperCamelCase )


if __name__ == "__main__":
      import doctest

      doctest.testmod()
      main()





