

'''simple docstring'''



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


__snake_case			:     Any										=      logging.get_logger(__name__)

__snake_case			:     int										=      {
    'tanreinama/GPTSAN-2.8B-spout_is_uniform': (
        'https://huggingface.co/tanreinama/GPTSAN-2.8B-spout_is_uniform/resolve/main/config.json'
    ),
}



class lowerCamelCase			(  lowercase_						):



			'''simple docstring'''






			__snake_case        =	'gptsan-japanese'
			__snake_case        =	[
			    'past_key_values',
			]
			__snake_case        =	{
			    'hidden_size': 'd_model',
			    'num_attention_heads': 'num_heads',
			    'num_hidden_layers': 'num_layers',
			}


			def __init__(				self	:						Union[str, Any]		,      lowerCAmelCase_	:						Optional[int]=3_60_00		,      lowerCAmelCase_	:						Any=12_80		,      lowerCAmelCase_	:						str=10_24		,      lowerCAmelCase_	:						Dict=81_92		,      lowerCAmelCase_	:						Any=40_96		,      lowerCAmelCase_	:						Dict=1_28		,      lowerCAmelCase_	:						Dict=10		,      lowerCAmelCase_	:						List[Any]=0		,      lowerCAmelCase_	:						int=16		,      lowerCAmelCase_	:						int=16		,      lowerCAmelCase_	:						Optional[int]=1_28		,      lowerCAmelCase_	:						List[str]=0.0		,      lowerCAmelCase_	:						int=1e-5		,      lowerCAmelCase_	:						str=False		,      lowerCAmelCase_	:						int=0.0		,      lowerCAmelCase_	:						Any="float32"		,      lowerCAmelCase_	:						Union[str, Any]=False		,      lowerCAmelCase_	:						List[Any]=False		,      lowerCAmelCase_	:						int=False		,      lowerCAmelCase_	:						Dict=0.002		,      lowerCAmelCase_	:						List[Any]=False		,      lowerCAmelCase_	:						int=True		,      lowerCAmelCase_	:						str=3_59_98		,      lowerCAmelCase_	:						List[str]=3_59_95		,      lowerCAmelCase_	:						Any=3_59_99		,      **lowerCAmelCase_	:						Union[str, Any]		,      )      ->		Any:





									'''simple docstring'''
									A__					:       Tuple     =vocab_size
									A__					:       List[Any]     =max_position_embeddings
									A__					:       Tuple     =d_model
									A__					:       Tuple     =d_ff
									A__					:       Optional[Any]     =d_ext
									A__					:       List[Any]     =d_spout
									A__					:       Tuple     =num_switch_layers
									A__					:       Any     =num_ext_layers
									A__					:       Tuple     =num_switch_layers + num_ext_layers
									A__					:       Optional[Any]     =num_heads
									A__					:       Optional[Any]     =num_experts
									A__					:       Dict     =expert_capacity
									A__					:       List[Any]     =dropout_rate
									A__					:       Optional[int]     =layer_norm_epsilon
									A__					:       List[Any]     =router_bias
									A__					:       Tuple     =router_jitter_noise
									A__					:       List[Any]     =router_dtype
									A__					:       Optional[int]     =router_ignore_padding_tokens
									A__					:       str     =output_hidden_states
									A__					:       Optional[int]     =output_attentions
									A__					:       str     =initializer_factor
									A__					:       str     =output_router_logits
									A__					:       List[str]     =use_cache

									super().__init__(
									    separator_token_id=lowerCAmelCase_		,      pad_token_id=lowerCAmelCase_		,      eos_token_id=lowerCAmelCase_		,      **lowerCAmelCase_		,      )




'''simple docstring'''



from __future__ import annotations

from typing import Any



class lowerCamelCase			:



			'''simple docstring'''






			def __init__(				self	:						List[str]		,      lowerCAmelCase_	:						int			)      ->		None:





									'''simple docstring'''
									A__					:       Any     =num_of_nodes
									A__					:       list[list[int]]     =[]
									A__					:       dict[int, int]     ={}


			def lowercase__						(				self	:						Optional[Any]		,      lowerCAmelCase_	:						int		,      lowerCAmelCase_	:						int		,      lowerCAmelCase_	:						int			)      ->		None:





									'''simple docstring'''
									self.m_edges.append([u_node, v_node, weight]			)


			def lowercase__						(				self	:						int		,      lowerCAmelCase_	:						int			)      ->		int:





									'''simple docstring'''

									if self.m_component[u_node] == u_node:
															return u_node
									return self.find_component(self.m_component[u_node]			)


			def lowercase__						(				self	:						Optional[int]		,      lowerCAmelCase_	:						int			)      ->		None:





									'''simple docstring'''

									if self.m_component[u_node] != u_node:
															for k in self.m_component:
																					A__					:       str     =self.find_component(lowerCAmelCase_			)


			def lowercase__						(				self	:						int		,      lowerCAmelCase_	:						list[int]		,      lowerCAmelCase_	:						int		,      lowerCAmelCase_	:						int			)      ->		None:





									'''simple docstring'''

									if component_size[u_node] <= component_size[v_node]:
															A__					:       int     =v_node
															component_size[v_node] += component_size[u_node]
															self.set_component(lowerCAmelCase_			)

									elif component_size[u_node] >= component_size[v_node]:
															A__					:       List[str]     =self.find_component(lowerCAmelCase_			)
															component_size[u_node] += component_size[v_node]
															self.set_component(lowerCAmelCase_			)



			def lowercase__						(				self	:						str			)      ->		None:





									'''simple docstring'''
									A__					:       Union[str, Any]     =[]
									A__					:       List[str]     =0

									A__					:       list[Any]     =[-1] * self.m_num_of_nodes

									# A list of components (initialized to all of the nodes)
									for node in range(self.m_num_of_nodes			):
															self.m_component.update({node: node}			)
															component_size.append(1			)

									A__					:       List[str]     =self.m_num_of_nodes

									while num_of_components > 1:
															for edge in self.m_edges:
																					A__   ,						A__   ,						A__					:       Any     =edge

																					A__					:       Tuple     =self.m_component[u]
																					A__					:       Optional[Any]     =self.m_component[v]

																					if u_component != v_component:

																											for component in (u_component, v_component):
																																	if (
																																	    minimum_weight_edge[component] == -1
																																	    or minimum_weight_edge[component][2] > w
																																	):
																																							A__					:       Optional[int]     =[u, v, w]

															for edge in minimum_weight_edge:
																					if isinstance(lowerCAmelCase_		,      lowerCAmelCase_			):
																											A__   ,						A__   ,						A__					:       Tuple     =edge

																											A__					:       Any     =self.m_component[u]
																											A__					:       Optional[Any]     =self.m_component[v]

																											if u_component != v_component:
																																	mst_weight += w
																																	self.union(lowerCAmelCase_		,      lowerCAmelCase_		,      lowerCAmelCase_			)
																																	print(f"Added edge [{u} - {v}]\nAdded weight: {w}\n"			)
																																	num_of_components -= 1

															A__					:       int     =[-1] * self.m_num_of_nodes
									print(f"The total weight of the minimal spanning tree is: {mst_weight}"			)


def 						__lowerCamelCase	(       )	->							None:






						"""simple docstring"""







if __name__ == "__main__":
		import doctest

		doctest.testmod()

