




'''simple docstring'''



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


lowerCamelCase_			=						logging.get_logger(__name__)

lowerCamelCase_			=						{
    'edbeeching/decision-transformer-gym-hopper-medium': (
        'https://huggingface.co/edbeeching/decision-transformer-gym-hopper-medium/resolve/main/config.json'
    ),
    # See all DecisionTransformer models at https://huggingface.co/models?filter=decision_transformer
}







class 		lowercase_   (			_UpperCamelCase       ):


   """simple docstring"""

   lowerCamelCase_      =						'decision_transformer'
   lowerCamelCase_      =						['past_key_values']
   lowerCamelCase_      =						{
       'max_position_embeddings': 'n_positions',
       'num_attention_heads': 'n_head',
       'num_hidden_layers': 'n_layer',
   }



   def __init__(   self :     Optional[int]  ,				__lowerCamelCase :     Tuple=1_7  ,				__lowerCamelCase :     Dict=4  ,				__lowerCamelCase :     List[str]=1_2_8  ,				__lowerCamelCase :     Union[str, Any]=4_0_9_6  ,				__lowerCamelCase :     Optional[int]=True  ,				__lowerCamelCase :     Dict=1  ,				__lowerCamelCase :     Tuple=1_0_2_4  ,				__lowerCamelCase :     Union[str, Any]=3  ,				__lowerCamelCase :     str=1  ,				__lowerCamelCase :     List[Any]=None  ,				__lowerCamelCase :     Dict="relu"  ,				__lowerCamelCase :     str=0.1  ,				__lowerCamelCase :     int=0.1  ,				__lowerCamelCase :     str=0.1  ,				__lowerCamelCase :     int=1e-5  ,				__lowerCamelCase :     int=0.0_2  ,				__lowerCamelCase :     List[Any]=True  ,				__lowerCamelCase :     List[Any]=True  ,				__lowerCamelCase :     List[str]=5_0_2_5_6  ,				__lowerCamelCase :     Union[str, Any]=5_0_2_5_6  ,				__lowerCamelCase :     Any=False  ,				__lowerCamelCase :     Dict=False  ,				**__lowerCamelCase :     Union[str, Any]  ,				) ->    Optional[Any]:

      """simple docstring"""
      _SCREAMING_SNAKE_CASE	=				state_dim
      _SCREAMING_SNAKE_CASE	=				act_dim
      _SCREAMING_SNAKE_CASE	=				hidden_size
      _SCREAMING_SNAKE_CASE	=				max_ep_len
      _SCREAMING_SNAKE_CASE	=				action_tanh
      _SCREAMING_SNAKE_CASE	=				vocab_size
      _SCREAMING_SNAKE_CASE	=				n_positions
      _SCREAMING_SNAKE_CASE	=				n_layer
      _SCREAMING_SNAKE_CASE	=				n_head
      _SCREAMING_SNAKE_CASE	=				n_inner
      _SCREAMING_SNAKE_CASE	=				activation_function
      _SCREAMING_SNAKE_CASE	=				resid_pdrop
      _SCREAMING_SNAKE_CASE	=				embd_pdrop
      _SCREAMING_SNAKE_CASE	=				attn_pdrop
      _SCREAMING_SNAKE_CASE	=				layer_norm_epsilon
      _SCREAMING_SNAKE_CASE	=				initializer_range
      _SCREAMING_SNAKE_CASE	=				scale_attn_weights
      _SCREAMING_SNAKE_CASE	=				use_cache
      _SCREAMING_SNAKE_CASE	=				scale_attn_by_inverse_layer_idx
      _SCREAMING_SNAKE_CASE	=				reorder_and_upcast_attn

      _SCREAMING_SNAKE_CASE	=				bos_token_id
      _SCREAMING_SNAKE_CASE	=				eos_token_id

      super().__init__(bos_token_id=_SCREAMING_SNAKE_CASE  ,				eos_token_id=_SCREAMING_SNAKE_CASE  ,				**_SCREAMING_SNAKE_CASE   )







'''simple docstring'''



from ...configuration_utils import PretrainedConfig







class 		lowercase_   (			A       ):


   """simple docstring"""

   lowerCamelCase_      =						'''bert-generation'''



   def __init__(   self :     int  ,				__lowerCamelCase :     int=5_0_3_5_8  ,				__lowerCamelCase :     Union[str, Any]=1_0_2_4  ,				__lowerCamelCase :     str=2_4  ,				__lowerCamelCase :     int=1_6  ,				__lowerCamelCase :     Union[str, Any]=4_0_9_6  ,				__lowerCamelCase :     Optional[Any]="gelu"  ,				__lowerCamelCase :     Tuple=0.1  ,				__lowerCamelCase :     str=0.1  ,				__lowerCamelCase :     Optional[Any]=5_1_2  ,				__lowerCamelCase :     List[Any]=0.0_2  ,				__lowerCamelCase :     Union[str, Any]=1e-12  ,				__lowerCamelCase :     List[Any]=0  ,				__lowerCamelCase :     List[Any]=2  ,				__lowerCamelCase :     Dict=1  ,				__lowerCamelCase :     Tuple="absolute"  ,				__lowerCamelCase :     Union[str, Any]=True  ,				**__lowerCamelCase :     Optional[Any]  ,				):

      """simple docstring"""
      super().__init__(pad_token_id=__lowerCamelCase  ,				bos_token_id=__lowerCamelCase  ,				eos_token_id=__lowerCamelCase  ,				**__lowerCamelCase   )

      _SCREAMING_SNAKE_CASE	=				vocab_size
      _SCREAMING_SNAKE_CASE	=				hidden_size
      _SCREAMING_SNAKE_CASE	=				num_hidden_layers
      _SCREAMING_SNAKE_CASE	=				num_attention_heads
      _SCREAMING_SNAKE_CASE	=				hidden_act
      _SCREAMING_SNAKE_CASE	=				intermediate_size
      _SCREAMING_SNAKE_CASE	=				hidden_dropout_prob
      _SCREAMING_SNAKE_CASE	=				attention_probs_dropout_prob
      _SCREAMING_SNAKE_CASE	=				max_position_embeddings
      _SCREAMING_SNAKE_CASE	=				initializer_range
      _SCREAMING_SNAKE_CASE	=				layer_norm_eps
      _SCREAMING_SNAKE_CASE	=				position_embedding_type
      _SCREAMING_SNAKE_CASE	=				use_cache

