

"""simple docstring"""





import math



def 							_lowerCAmelCase   (    UpperCAmelCase  :				int					):


					'''simple docstring'''






					if number == 0:
										UpperCamelCase__		:     Dict								='''Zero'''
										return words
					else:
										UpperCamelCase__		:     Optional[Any]								=math.logaa(UpperCAmelCase					)
										UpperCamelCase__		:     List[Any]								=digits + 1
										UpperCamelCase__		:     Any								={}
										UpperCamelCase__		:     List[str]								=''''''
										UpperCamelCase__		:     Dict								='''One'''
										UpperCamelCase__		:     Dict								='''Two'''
										UpperCamelCase__		:     int								='''Three'''
										UpperCamelCase__		:     List[str]								='''Four'''
										UpperCamelCase__		:     str								='''Five'''
										UpperCamelCase__		:     Dict								='''Six'''
										UpperCamelCase__		:     Tuple								='''Seven'''
										UpperCamelCase__		:     Tuple								='''Eight'''
										UpperCamelCase__		:     str								='''Nine'''

										UpperCamelCase__		:     Tuple								={}
										UpperCamelCase__		:     str								=''''''
										UpperCamelCase__		:     Optional[int]								='''Twenty'''
										UpperCamelCase__		:     int								='''Thirty'''
										UpperCamelCase__		:     Any								='''Forty'''
										UpperCamelCase__		:     str								='''Fifty'''
										UpperCamelCase__		:     Union[str, Any]								='''Sixty'''
										UpperCamelCase__		:     List[str]								='''Seventy'''
										UpperCamelCase__		:     Tuple								='''Eighty'''
										UpperCamelCase__		:     List[str]								='''Ninety'''

										UpperCamelCase__		:     Dict								={}
										UpperCamelCase__		:     Optional[Any]								='''Ten'''
										UpperCamelCase__		:     Union[str, Any]								='''Eleven'''
										UpperCamelCase__		:     Optional[Any]								='''Twelve'''
										UpperCamelCase__		:     Any								='''Thirteen'''
										UpperCamelCase__		:     Dict								='''Fourteen'''
										UpperCamelCase__		:     int								='''Fifteen'''
										UpperCamelCase__		:     Dict								='''Sixteen'''
										UpperCamelCase__		:     Optional[Any]								='''Seventeen'''
										UpperCamelCase__		:     Any								='''Eighteen'''
										UpperCamelCase__		:     Tuple								='''Nineteen'''

										UpperCamelCase__		:     Optional[int]								={}
										UpperCamelCase__		:     Dict								='''Hundred,'''
										UpperCamelCase__		:     Optional[Any]								='''Thousand,'''
										UpperCamelCase__		:     Optional[Any]								='''Lakh,'''
										UpperCamelCase__		:     str								='''Crore,'''

										UpperCamelCase__		:     int								=number
										UpperCamelCase__		:     Dict								=''''''
										UpperCamelCase__		:     Dict								=0
										UpperCamelCase__		:     int								=int(UpperCAmelCase					)
										while counter < digits:
															UpperCamelCase__		:     int								=temp_num % 10
															if counter % 2 == 0:
																				UpperCamelCase__		:     Tuple								=''''''
																				if counter in placevalue and current != 0:
																									UpperCamelCase__		:     int								=placevalue[counter]
																				if counter == 2:
																									UpperCamelCase__		:     Optional[Any]								=singles[current] + addition + words
																				elif counter == 0:
																									if ((temp_num % 100) // 10) == 1:
																														UpperCamelCase__		:     Optional[int]								=teens[current] + addition + words
																														UpperCamelCase__		:     Tuple								=temp_num // 10
																														counter += 1
																									else:
																														UpperCamelCase__		:     int								=singles[current] + addition + words

																				else:
																									UpperCamelCase__		:     Optional[Any]								=doubles[current] + addition + words

															else:
																				if counter == 1:
																									if current == 1:
																														UpperCamelCase__		:     Optional[int]								=teens[number % 10] + words
																									else:
																														UpperCamelCase__		:     Dict								=''''''
																														if counter in placevalue:
																																			UpperCamelCase__		:     Dict								=placevalue[counter]
																														UpperCamelCase__		:     List[Any]								=doubles[current] + addition + words
																				else:
																									UpperCamelCase__		:     int								=''''''
																									if counter in placevalue:
																														if current == 0 and ((temp_num % 100) // 10) == 0:
																																			UpperCamelCase__		:     str								=''''''
																														else:
																																			UpperCamelCase__		:     List[Any]								=placevalue[counter]
																									if ((temp_num % 100) // 10) == 1:
																														UpperCamelCase__		:     Dict								=teens[current] + addition + words
																														UpperCamelCase__		:     str								=temp_num // 10
																														counter += 1
																									else:
																														UpperCamelCase__		:     str								=singles[current] + addition + words
															counter += 1
															UpperCamelCase__		:     Any								=temp_num // 10
					return words


if __name__ == "__main__":
				import doctest

				doctest.testmod()





"""simple docstring"""





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


_SCREAMING_SNAKE_CASE							:	Any										=			logging.get_logger(__name__)

_SCREAMING_SNAKE_CASE							:	Optional[Any]										=			{
    # 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      __a (   snake_case__     ):

			"""simple docstring"""

			SCREAMING_SNAKE_CASE_      =    'graphormer'
			SCREAMING_SNAKE_CASE_      =    ['past_key_values']






			def __init__(				self  :       Optional[int]    ,	lowercase_  :       int = 1    ,	lowercase_  :       int = 512 * 9    ,	lowercase_  :       int = 512 * 3    ,	lowercase_  :       int = 512    ,	lowercase_  :       int = 512    ,	lowercase_  :       int = 512    ,	lowercase_  :       int = 128    ,	lowercase_  :       int = 5    ,	lowercase_  :       int = 1024    ,	lowercase_  :       str = "multi_hop"    ,	lowercase_  :       int = 512    ,	lowercase_  :       bool = False    ,	lowercase_  :       int = 12    ,	lowercase_  :       int = 768    ,	lowercase_  :       int = 768    ,	lowercase_  :       int = 32    ,	lowercase_  :       float = 0.1    ,	lowercase_  :       float = 0.1    ,	lowercase_  :       float = 0.0    ,	lowercase_  :       bool = False    ,	lowercase_  :       bool = False    ,	lowercase_  :       bool = False    ,	lowercase_  :       str = "gelu"    ,	lowercase_  :       float = None    ,	lowercase_  :       bool = False    ,	lowercase_  :       int = 0    ,	lowercase_  :       bool = False    ,	lowercase_  :       float = 0.0    ,	lowercase_  :       int = 8    ,	lowercase_  :       int = None    ,	lowercase_  :       int = None    ,	lowercase_  :       bool = True    ,	lowercase_  :       bool = True    ,	lowercase_  :       List[str]=0    ,	lowercase_  :       Union[str, Any]=1    ,	lowercase_  :       str=2    ,	**lowercase_  :       str    ,	):
								UpperCamelCase__		:     Dict								=num_classes
								UpperCamelCase__		:     str								=num_atoms
								UpperCamelCase__		:     Union[str, Any]								=num_in_degree
								UpperCamelCase__		:     Optional[int]								=num_out_degree
								UpperCamelCase__		:     List[str]								=num_edges
								UpperCamelCase__		:     List[str]								=num_spatial
								UpperCamelCase__		:     Dict								=num_edge_dis
								UpperCamelCase__		:     Tuple								=edge_type
								UpperCamelCase__		:     str								=multi_hop_max_dist
								UpperCamelCase__		:     Optional[Any]								=spatial_pos_max
								UpperCamelCase__		:     Tuple								=max_nodes
								UpperCamelCase__		:     Optional[Any]								=num_hidden_layers
								UpperCamelCase__		:     Optional[Any]								=embedding_dim
								UpperCamelCase__		:     Dict								=embedding_dim
								UpperCamelCase__		:     Dict								=ffn_embedding_dim
								UpperCamelCase__		:     str								=num_attention_heads
								UpperCamelCase__		:     Tuple								=dropout
								UpperCamelCase__		:     List[str]								=attention_dropout
								UpperCamelCase__		:     List[str]								=layerdrop
								UpperCamelCase__		:     Tuple								=encoder_normalize_before
								UpperCamelCase__		:     List[Any]								=pre_layernorm
								UpperCamelCase__		:     Optional[Any]								=apply_graphormer_init
								UpperCamelCase__		:     Tuple								=activation_fn
								UpperCamelCase__		:     Any								=embed_scale
								UpperCamelCase__		:     List[str]								=freeze_embeddings
								UpperCamelCase__		:     Optional[Any]								=num_trans_layers_to_freeze
								UpperCamelCase__		:     List[Any]								=share_input_output_embed
								UpperCamelCase__		:     Union[str, Any]								=traceable
								UpperCamelCase__		:     List[Any]								=q_noise
								UpperCamelCase__		:     Union[str, Any]								=qn_block_size

								# These parameters are here for future extensions
								# atm, the model only supports self attention
								UpperCamelCase__		:     Any								=kdim
								UpperCamelCase__		:     Tuple								=vdim
								UpperCamelCase__		:     Any								=self_attention
								UpperCamelCase__		:     List[str]								=bias

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


