



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


snake_case__					:     Optional[int]    		=   logging.get_logger(__name__)

snake_case__					:     Optional[Any]    		=   {
    """tanreinama/GPTSAN-2.8B-spout_is_uniform""": (
        """https://huggingface.co/tanreinama/GPTSAN-2.8B-spout_is_uniform/resolve/main/config.json"""
    ),
}

class   _A   ( _lowercase	):


						'''simple docstring'''





						_snake_case			:     List[Any]      							=      """gptsan-japanese"""
						_snake_case			:     int      							=      [
						    """past_key_values""",
						]
						_snake_case			:     str      							=      {
						    """hidden_size""": """d_model""",
						    """num_attention_heads""": """num_heads""",
						    """num_hidden_layers""": """num_layers""",
						}



						def __init__(	self	:							str							,      lowerCamelCase	:							Optional[int]=36_000							,      lowerCamelCase	:							Optional[Any]=1_280							,      lowerCamelCase	:							Dict=1_024							,      lowerCamelCase	:							Optional[int]=8_192							,      lowerCamelCase	:							Union[str, Any]=4_096							,      lowerCamelCase	:							List[Any]=128							,      lowerCamelCase	:							int=10							,      lowerCamelCase	:							Union[str, Any]=0							,      lowerCamelCase	:							Optional[int]=16							,      lowerCamelCase	:							Union[str, Any]=16							,      lowerCamelCase	:							Any=128							,      lowerCamelCase	:							Tuple=0.0							,      lowerCamelCase	:							List[str]=1e-5							,      lowerCamelCase	:							Optional[Any]=False							,      lowerCamelCase	:							int=0.0							,      lowerCamelCase	:							str="float32"							,      lowerCamelCase	:							Optional[int]=False							,      lowerCamelCase	:							Optional[Any]=False							,      lowerCamelCase	:							Dict=False							,      lowerCamelCase	:							List[str]=0.002							,      lowerCamelCase	:							int=False							,      lowerCamelCase	:							List[Any]=True							,      lowerCamelCase	:							str=35_998							,      lowerCamelCase	:							Dict=35_995							,      lowerCamelCase	:							str=35_999							,      **lowerCamelCase	:							int							,      ):






							'''simple docstring'''



							__lowercase		       =			vocab_size
							__lowercase		       =			max_position_embeddings
							__lowercase		       =			d_model
							__lowercase		       =			d_ff
							__lowercase		       =			d_ext
							__lowercase		       =			d_spout
							__lowercase		       =			num_switch_layers
							__lowercase		       =			num_ext_layers
							__lowercase		       =			num_switch_layers + num_ext_layers
							__lowercase		       =			num_heads
							__lowercase		       =			num_experts
							__lowercase		       =			expert_capacity
							__lowercase		       =			dropout_rate
							__lowercase		       =			layer_norm_epsilon
							__lowercase		       =			router_bias
							__lowercase		       =			router_jitter_noise
							__lowercase		       =			router_dtype
							__lowercase		       =			router_ignore_padding_tokens
							__lowercase		       =			output_hidden_states
							__lowercase		       =			output_attentions
							__lowercase		       =			initializer_factor
							__lowercase		       =			output_router_logits
							__lowercase		       =			use_cache

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








from __future__ import annotations

from typing import Any

class   _A   :


						'''simple docstring'''





						def __init__(	self	:							Union[str, Any]							,      lowerCamelCase	:							int	):






							'''simple docstring'''



							__lowercase		       =			num_of_nodes
							__lowercase		       =			[]
							__lowercase		       =			{}



						def     _snake_case	(	self	:							Dict							,      lowerCamelCase	:							int							,      lowerCamelCase	:							int							,      lowerCamelCase	:							int	):






							'''simple docstring'''



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



						def     _snake_case	(	self	:							List[Any]							,      lowerCamelCase	:							int	):






							'''simple docstring'''



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



						def     _snake_case	(	self	:							Union[str, Any]							,      lowerCamelCase	:							int	):






							'''simple docstring'''



							if self.m_component[u_node] != u_node:
								for k in self.m_component:
									__lowercase		       =			self.find_component(lowerCamelCase	)



						def     _snake_case	(	self	:							Union[str, Any]							,      lowerCamelCase	:							list[int]							,      lowerCamelCase	:							int							,      lowerCamelCase	:							int	):






							'''simple docstring'''



							if component_size[u_node] <= component_size[v_node]:
								__lowercase		       =			v_node
								component_size[v_node] += component_size[u_node]
								self.set_component(lowerCamelCase	)

							elif component_size[u_node] >= component_size[v_node]:
								__lowercase		       =			self.find_component(lowerCamelCase	)
								component_size[u_node] += component_size[v_node]
								self.set_component(lowerCamelCase	)



						def     _snake_case	(	self	:							Any	):






							'''simple docstring'''



							__lowercase		       =			[]
							__lowercase		       =			0

							__lowercase		       =			[-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	)

							__lowercase		       =			self.m_num_of_nodes

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

									__lowercase		       =			self.m_component[u]
									__lowercase		       =			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
											):
												__lowercase		       =			[u, v, w]

								for edge in minimum_weight_edge:
									if isinstance(lowerCamelCase							,      lowerCamelCase	):
										__lowercase       ,    __lowercase       ,    __lowercase		       =			edge

										__lowercase		       =			self.m_component[u]
										__lowercase		       =			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

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



def    snake_case_				(    ):
	pass


if __name__ == "__main__":
	import doctest

	doctest.testmod()



