


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


SCREAMING_SNAKE_CASE		:List[str]											=       logging.get_logger(__name__)

SCREAMING_SNAKE_CASE		:Dict											=       {
    # pcqm4mv1 now deprecated
    '''graphormer-base''': '''https://huggingface.co/clefourrier/graphormer-base-pcqm4mv2/resolve/main/config.json''',
    # See all Graphormer models at https://huggingface.co/models?filter=graphormer
}


class       __lowerCAmelCase       (	A__   ):






  """simple docstring"""





  _SCREAMING_SNAKE_CASE						      =    'graphormer'
  _SCREAMING_SNAKE_CASE						      =    ['past_key_values']



  def __init__(       self    :    Union[str, Any]      ,			_lowerCAmelCase    :    int = 1      ,			_lowerCAmelCase    :    int = 5_1_2 * 9      ,			_lowerCAmelCase    :    int = 5_1_2 * 3      ,			_lowerCAmelCase    :    int = 5_1_2      ,			_lowerCAmelCase    :    int = 5_1_2      ,			_lowerCAmelCase    :    int = 5_1_2      ,			_lowerCAmelCase    :    int = 1_2_8      ,			_lowerCAmelCase    :    int = 5      ,			_lowerCAmelCase    :    int = 1_0_2_4      ,			_lowerCAmelCase    :    str = "multi_hop"      ,			_lowerCAmelCase    :    int = 5_1_2      ,			_lowerCAmelCase    :    bool = False      ,			_lowerCAmelCase    :    int = 1_2      ,			_lowerCAmelCase    :    int = 7_6_8      ,			_lowerCAmelCase    :    int = 7_6_8      ,			_lowerCAmelCase    :    int = 3_2      ,			_lowerCAmelCase    :    float = 0.1      ,			_lowerCAmelCase    :    float = 0.1      ,			_lowerCAmelCase    :    float = 0.0      ,			_lowerCAmelCase    :    bool = False      ,			_lowerCAmelCase    :    bool = False      ,			_lowerCAmelCase    :    bool = False      ,			_lowerCAmelCase    :    str = "gelu"      ,			_lowerCAmelCase    :    float = None      ,			_lowerCAmelCase    :    bool = False      ,			_lowerCAmelCase    :    int = 0      ,			_lowerCAmelCase    :    bool = False      ,			_lowerCAmelCase    :    float = 0.0      ,			_lowerCAmelCase    :    int = 8      ,			_lowerCAmelCase    :    int = None      ,			_lowerCAmelCase    :    int = None      ,			_lowerCAmelCase    :    bool = True      ,			_lowerCAmelCase    :    bool = True      ,			_lowerCAmelCase    :    Dict=0      ,			_lowerCAmelCase    :    Dict=1      ,			_lowerCAmelCase    :    int=2      ,			**_lowerCAmelCase    :    List[str]      ,			)				->	Union[str, Any]:




     """simple docstring"""
     snake_case_         =   num_classes
     snake_case_         =   num_atoms
     snake_case_         =   num_in_degree
     snake_case_         =   num_out_degree
     snake_case_         =   num_edges
     snake_case_         =   num_spatial
     snake_case_         =   num_edge_dis
     snake_case_         =   edge_type
     snake_case_         =   multi_hop_max_dist
     snake_case_         =   spatial_pos_max
     snake_case_         =   max_nodes
     snake_case_         =   num_hidden_layers
     snake_case_         =   embedding_dim
     snake_case_         =   embedding_dim
     snake_case_         =   ffn_embedding_dim
     snake_case_         =   num_attention_heads
     snake_case_         =   dropout
     snake_case_         =   attention_dropout
     snake_case_         =   layerdrop
     snake_case_         =   encoder_normalize_before
     snake_case_         =   pre_layernorm
     snake_case_         =   apply_graphormer_init
     snake_case_         =   activation_fn
     snake_case_         =   embed_scale
     snake_case_         =   freeze_embeddings
     snake_case_         =   num_trans_layers_to_freeze
     snake_case_         =   share_input_output_embed
     snake_case_         =   traceable
     snake_case_         =   q_noise
     snake_case_         =   qn_block_size

     # These parameters are here for future extensions
     # atm, the model only supports self attention
     snake_case_         =   kdim
     snake_case_         =   vdim
     snake_case_         =   self_attention
     snake_case_         =   bias

     super().__init__(
         pad_token_id=_A      ,			bos_token_id=_A      ,			eos_token_id=_A      ,			**_A      ,			)








from .prime_check import Test

Test()




