"""simple docstring"""




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


UpperCAmelCase       :    str									=			logging.get_logger(__name__)

UpperCAmelCase       :    Any									=			{
    "google/reformer-crime-and-punishment": (
        "https://huggingface.co/google/reformer-crime-and-punishment/resolve/main/config.json"
    ),
    "google/reformer-enwik8": "https://huggingface.co/google/reformer-enwik8/resolve/main/config.json",
}

class        __SCREAMING_SNAKE_CASE     (   _lowerCAmelCase							):
				UpperCAmelCase	=      '''reformer'''
				UpperCAmelCase	=      ['''past_buckets_states''']
				UpperCAmelCase	=      {}







				def __init__(    self    :Dict      ,__UpperCAmelCase    :Tuple=64      ,__UpperCAmelCase    :Tuple=["local", "lsh", "local", "lsh", "local", "lsh"]      ,__UpperCAmelCase    :Optional[Any]=1.0      ,__UpperCAmelCase    :Any=True      ,__UpperCAmelCase    :Optional[int]=[64, 64]      ,__UpperCAmelCase    :Optional[Any]=[64, 1_92]      ,__UpperCAmelCase    :Optional[int]=0      ,__UpperCAmelCase    :List[str]=2      ,__UpperCAmelCase    :Union[str, Any]=5_12      ,__UpperCAmelCase    :Optional[int]=None      ,__UpperCAmelCase    :str="relu"      ,__UpperCAmelCase    :Any=0.05      ,__UpperCAmelCase    :Optional[int]=2_56      ,__UpperCAmelCase    :Union[str, Any]=0.02      ,__UpperCAmelCase    :Optional[int]=False      ,__UpperCAmelCase    :str=1E-12      ,__UpperCAmelCase    :Any=1      ,__UpperCAmelCase    :Union[str, Any]=0      ,__UpperCAmelCase    :Union[str, Any]=0.05      ,__UpperCAmelCase    :Any=64      ,__UpperCAmelCase    :Any=64      ,__UpperCAmelCase    :Dict=0.0      ,__UpperCAmelCase    :str=1      ,__UpperCAmelCase    :Optional[int]=0      ,__UpperCAmelCase    :Any=40_96      ,__UpperCAmelCase    :Optional[Any]=12      ,__UpperCAmelCase    :str=None      ,__UpperCAmelCase    :int=1      ,__UpperCAmelCase    :Optional[int]=0      ,__UpperCAmelCase    :Any=3_20      ,__UpperCAmelCase    :str=False      ,__UpperCAmelCase    :int=True      ,__UpperCAmelCase    :int=None      ,**__UpperCAmelCase    :Any      ,)      ->					Optional[Any]:




									"""simple docstring"""



									lowerCamelCase__		:   Optional[Any]  				=					hash_seed
									lowerCamelCase__		:   List[str]  				=					vocab_size
									lowerCamelCase__		:   List[str]  				=					attention_head_size
									lowerCamelCase__		:   Any  				=					hidden_size
									lowerCamelCase__		:   Optional[int]  				=					num_attention_heads
									lowerCamelCase__		:   Optional[Any]  				=					num_hashes
									lowerCamelCase__		:   Dict  				=					len(__UpperCAmelCase  )
									lowerCamelCase__		:   Union[str, Any]  				=					tuple(__UpperCAmelCase  ) if isinstance(__UpperCAmelCase      ,__UpperCAmelCase  ) else num_buckets
									lowerCamelCase__		:   Optional[Any]  				=					lsh_attn_chunk_length
									lowerCamelCase__		:   int  				=					local_attn_chunk_length
									lowerCamelCase__		:   List[Any]  				=					lsh_num_chunks_after
									lowerCamelCase__		:   Tuple  				=					lsh_num_chunks_before
									lowerCamelCase__		:   Union[str, Any]  				=					local_num_chunks_after
									lowerCamelCase__		:   Union[str, Any]  				=					local_num_chunks_before
									lowerCamelCase__		:   int  				=					hidden_act
									lowerCamelCase__		:   int  				=					feed_forward_size
									lowerCamelCase__		:   List[Any]  				=					hidden_dropout_prob
									lowerCamelCase__		:   Any  				=					lsh_attention_probs_dropout_prob
									lowerCamelCase__		:   Union[str, Any]  				=					local_attention_probs_dropout_prob
									lowerCamelCase__		:   List[str]  				=					max_position_embeddings
									lowerCamelCase__		:   List[str]  				=					initializer_range
									lowerCamelCase__		:   Optional[Any]  				=					layer_norm_eps
									lowerCamelCase__		:   Any  				=					axial_pos_embds
									lowerCamelCase__		:   int  				=					tuple(__UpperCAmelCase  )
									lowerCamelCase__		:   Tuple  				=					tuple(__UpperCAmelCase  )
									lowerCamelCase__		:   Tuple  				=					axial_norm_std
									lowerCamelCase__		:   str  				=					chunk_size_lm_head
									lowerCamelCase__		:   int  				=					attn_layers
									lowerCamelCase__		:   Optional[Any]  				=					use_cache
									lowerCamelCase__		:   Union[str, Any]  				=					classifier_dropout
									super().__init__(
									    pad_token_id=__UpperCAmelCase      ,eos_token_id=__UpperCAmelCase      ,is_decoder=__UpperCAmelCase      ,tie_word_embeddings=__UpperCAmelCase      ,**__UpperCAmelCase      ,)







"""simple docstring"""




def 				__a       (			_lowercase							, _lowercase						):







					"""simple docstring"""





					if not root or root not in binary_tree_mirror_dictionary:
										return
					lowerCamelCase__				,						lowerCamelCase__		:   Tuple  				=					binary_tree_mirror_dictionary[root][:2]
					lowerCamelCase__		:   Optional[Any]  				=					[right_child, left_child]
					binary_tree_mirror_dict(_lowercase							, _lowercase						)
					binary_tree_mirror_dict(_lowercase							, _lowercase						)



def 				__a       (			_lowercase							, _lowercase = 1						):







					"""simple docstring"""





					if not binary_tree:
										raise ValueError('''binary tree cannot be empty'''						)
					if root not in binary_tree:
										lowerCamelCase__		:   Dict  				=					f"""root {root} is not present in the binary_tree"""
										raise ValueError(_lowercase						)
					lowerCamelCase__		:   Optional[Any]  				=					dict(_lowercase						)
					binary_tree_mirror_dict(_lowercase							, _lowercase						)
					return binary_tree_mirror_dictionary


if __name__ == "__main__":
					UpperCAmelCase       :    Any									=			{1: [2, 3], 2: [4, 5], 3: [6, 7], 7: [8, 9]}
					print(f'''Binary tree: {binary_tree}''')
					UpperCAmelCase       :    List[Any]									=			binary_tree_mirror(binary_tree, 5)
					print(f'''Binary tree mirror: {binary_tree_mirror_dictionary}''')






