



"""simple docstring"""





from ...configuration_utils import PretrainedConfig


SCREAMING_SNAKE_CASE					:  int        =						{
    '''google/tapas-base-finetuned-sqa''': (
        '''https://huggingface.co/google/tapas-base-finetuned-sqa/resolve/main/config.json'''
    ),
    '''google/tapas-base-finetuned-wtq''': (
        '''https://huggingface.co/google/tapas-base-finetuned-wtq/resolve/main/config.json'''
    ),
    '''google/tapas-base-finetuned-wikisql-supervised''': (
        '''https://huggingface.co/google/tapas-base-finetuned-wikisql-supervised/resolve/main/config.json'''
    ),
    '''google/tapas-base-finetuned-tabfact''': (
        '''https://huggingface.co/google/tapas-base-finetuned-tabfact/resolve/main/config.json'''
    ),
}


class    __lowerCamelCase						( __lowercase     ):
   __UpperCamelCase						= 'tapas'







   def __init__(self							,						lowerCamelCase=30_522							,						lowerCamelCase=768							,						lowerCamelCase=12							,						lowerCamelCase=12							,						lowerCamelCase=3_072							,						lowerCamelCase="gelu"							,						lowerCamelCase=0.1							,						lowerCamelCase=0.1							,						lowerCamelCase=1_024							,						lowerCamelCase=[3, 256, 256, 2, 256, 256, 10]							,						lowerCamelCase=0.02							,						lowerCamelCase=1e-12							,						lowerCamelCase=0							,						lowerCamelCase=10.0							,						lowerCamelCase=0							,						lowerCamelCase=1.0							,						lowerCamelCase=None							,						lowerCamelCase=1.0							,						lowerCamelCase=False							,						lowerCamelCase=None							,						lowerCamelCase=1.0							,						lowerCamelCase=1.0							,						lowerCamelCase=False							,						lowerCamelCase=False							,						lowerCamelCase="ratio"							,						lowerCamelCase=None							,						lowerCamelCase=None							,						lowerCamelCase=64							,						lowerCamelCase=32							,						lowerCamelCase=False							,						lowerCamelCase=True							,						lowerCamelCase=False							,						lowerCamelCase=False							,						lowerCamelCase=True							,						lowerCamelCase=False							,						lowerCamelCase=None							,						lowerCamelCase=None							,						**lowerCamelCase							,						):




      '''simple docstring'''




      super().__init__(pad_token_id=lowerCamelCase							,						**lowerCamelCase					)

      # BERT hyperparameters (with updated max_position_embeddings and type_vocab_sizes)
      _lowerCAmelCase         =		vocab_size
      _lowerCAmelCase         =		hidden_size
      _lowerCAmelCase         =		num_hidden_layers
      _lowerCAmelCase         =		num_attention_heads
      _lowerCAmelCase         =		hidden_act
      _lowerCAmelCase         =		intermediate_size
      _lowerCAmelCase         =		hidden_dropout_prob
      _lowerCAmelCase         =		attention_probs_dropout_prob
      _lowerCAmelCase         =		max_position_embeddings
      _lowerCAmelCase         =		type_vocab_sizes
      _lowerCAmelCase         =		initializer_range
      _lowerCAmelCase         =		layer_norm_eps

      # Fine-tuning task hyperparameters
      _lowerCAmelCase         =		positive_label_weight
      _lowerCAmelCase         =		num_aggregation_labels
      _lowerCAmelCase         =		aggregation_loss_weight
      _lowerCAmelCase         =		use_answer_as_supervision
      _lowerCAmelCase         =		answer_loss_importance
      _lowerCAmelCase         =		use_normalized_answer_loss
      _lowerCAmelCase         =		huber_loss_delta
      _lowerCAmelCase         =		temperature
      _lowerCAmelCase         =		aggregation_temperature
      _lowerCAmelCase         =		use_gumbel_for_cells
      _lowerCAmelCase         =		use_gumbel_for_aggregation
      _lowerCAmelCase         =		average_approximation_function
      _lowerCAmelCase         =		cell_selection_preference
      _lowerCAmelCase         =		answer_loss_cutoff
      _lowerCAmelCase         =		max_num_rows
      _lowerCAmelCase         =		max_num_columns
      _lowerCAmelCase         =		average_logits_per_cell
      _lowerCAmelCase         =		select_one_column
      _lowerCAmelCase         =		allow_empty_column_selection
      _lowerCAmelCase         =		init_cell_selection_weights_to_zero
      _lowerCAmelCase         =		reset_position_index_per_cell
      _lowerCAmelCase         =		disable_per_token_loss

      # Aggregation hyperparameters
      _lowerCAmelCase         =		aggregation_labels
      _lowerCAmelCase         =		no_aggregation_label_index

      if isinstance(self.aggregation_labels							,						lowerCamelCase					):
         _lowerCAmelCase         =		{int(lowerCamelCase					): v for k, v in aggregation_labels.items()}




'''simple docstring'''





from __future__ import annotations




def lowerCAmelCase    (__A):



     """simple docstring"""



     return len(set(__A)) == len(__A)


if __name__ == "__main__":
  import doctest

  doctest.testmod()



