

'''simple docstring'''

import copy
from typing import Dict

from ...generation.configuration_utils import GenerationConfig
from ...utils import logging


lowercase__            =     logging.get_logger(__name__)




class 			A_					(							_A				):






     '''simple docstring'''



     UpperCAmelCase_		:      Dict    						=    """semantic"""


     def __init__(						self					:	Optional[Any]	,     lowercase_					:	List[str]=10_000	,     lowercase_					:	Optional[int]=True	,     lowercase_					:	Any=768	,     lowercase_					:	int=False	,     lowercase_					:	Optional[int]=False	,     lowercase_					:	Optional[int]=False	,     lowercase_					:	List[Any]=False	,     lowercase_					:	Tuple=0.7	,     lowercase_					:	Any=True	,     lowercase_					:	int=10_048	,     lowercase_					:	Dict=129_595	,     lowercase_					:	Any=129_599	,     lowercase_					:	Union[str, Any]=10_000	,     lowercase_					:	str=256	,     lowercase_					:	List[str]=49.9	,     **lowercase_					:	Any	,     )		->      Any:
      super().__init__(
          temperature=__A	,     do_sample=__A	,     eos_token_id=__A	,     renormalize_logits=__A	,     max_new_tokens=__A	,     output_scores=__A	,     return_dict_in_generate=__A	,     output_hidden_states=__A	,     output_attentions=__A	,     **__A	,     )

      UpperCAmelCase			:      Union[str, Any]		   =					text_encoding_offset
      UpperCAmelCase			:      Optional[Any]		   =					text_pad_token
      UpperCAmelCase			:      Optional[Any]		   =					eos_token_id
      UpperCAmelCase			:      Dict		   =					semantic_infer_token
      UpperCAmelCase			:      Tuple		   =					semantic_vocab_size
      UpperCAmelCase			:      Any		   =					max_input_semantic_length
      UpperCAmelCase			:      Any		   =					semantic_rate_hz




class 			A_					(							_A				):






     '''simple docstring'''



     UpperCAmelCase_		:      List[Any]    						=    """coarse_acoustics"""


     def __init__(						self					:	str	,     lowercase_					:	Optional[Any]=True	,     lowercase_					:	List[str]=False	,     lowercase_					:	Dict=False	,     lowercase_					:	List[Any]=False	,     lowercase_					:	Tuple=False	,     lowercase_					:	List[str]=0.7	,     lowercase_					:	List[str]=True	,     lowercase_					:	Optional[Any]=12_048	,     lowercase_					:	Any=75	,     lowercase_					:	Optional[int]=2	,     lowercase_					:	Tuple=12_050	,     lowercase_					:	int=256	,     lowercase_					:	int = 630	,     lowercase_					:	int = 60	,     **lowercase_					:	Optional[int]	,     )		->      Any:
      super().__init__(
          temperature=__A	,     do_sample=__A	,     renormalize_logits=__A	,     output_scores=__A	,     return_dict_in_generate=__A	,     output_hidden_states=__A	,     output_attentions=__A	,     **__A	,     )

      UpperCAmelCase			:      Union[str, Any]		   =					coarse_semantic_pad_token
      UpperCAmelCase			:      Any		   =					coarse_rate_hz
      UpperCAmelCase			:      Any		   =					n_coarse_codebooks
      UpperCAmelCase			:      List[Any]		   =					coarse_infer_token
      UpperCAmelCase			:      List[Any]		   =					max_coarse_input_length
      UpperCAmelCase			:      Optional[Any]		   =					max_coarse_history
      UpperCAmelCase			:      Tuple		   =					sliding_window_len




class 			A_					(							_A				):






     '''simple docstring'''



     UpperCAmelCase_		:      Dict    						=    """fine_acoustics"""


     def __init__(						self					:	Optional[Any]	,     lowercase_					:	List[Any]=0.5	,     lowercase_					:	Tuple=512	,     lowercase_					:	Optional[Any]=1_024	,     lowercase_					:	List[str]=8	,     **lowercase_					:	int	,     )		->      Optional[int]:
      super().__init__(temperature=__A			)

      UpperCAmelCase			:      Any		   =					max_fine_history_length
      UpperCAmelCase			:      str		   =					max_fine_input_length
      UpperCAmelCase			:      Union[str, Any]		   =					n_fine_codebooks




class 			A_					(							_A				):






     '''simple docstring'''



     UpperCAmelCase_		:      Union[str, Any]    						=    """bark"""
     UpperCAmelCase_		:      Tuple    						=    True


     def __init__(						self					:	Union[str, Any]	,     lowercase_					:	Dict = None	,     lowercase_					:	Dict = None	,     lowercase_					:	Dict = None	,     lowercase_					:	int=24_000	,     lowercase_					:	Union[str, Any]=1_024	,     **lowercase_					:	List[str]	,     )		->      str:





      if semantic_config is None:
       UpperCAmelCase			:      Optional[int]		   =					{}
       logger.info('semantic_config is None. initializing the semantic model with default values.'			)

      if coarse_acoustics_config is None:
       UpperCAmelCase			:      Any		   =					{}
       logger.info('coarse_acoustics_config is None. initializing the coarse model with default values.'			)

      if fine_acoustics_config is None:
       UpperCAmelCase			:      Optional[int]		   =					{}
       logger.info('fine_acoustics_config is None. initializing the fine model with default values.'			)

      UpperCAmelCase			:      Union[str, Any]		   =					BarkSemanticGenerationConfig(**__A			)
      UpperCAmelCase			:      List[Any]		   =					BarkCoarseGenerationConfig(**__A			)
      UpperCAmelCase			:      Optional[int]		   =					BarkFineGenerationConfig(**__A			)

      UpperCAmelCase			:      Tuple		   =					sample_rate
      UpperCAmelCase			:      Optional[Any]		   =					codebook_size


     @classmethod
     def   UpperCAmelCase_			(						cls					:	Optional[Any]	,     lowercase_					:	BarkSemanticGenerationConfig	,     lowercase_					:	BarkCoarseGenerationConfig	,     lowercase_					:	BarkFineGenerationConfig	,     **lowercase_					:	Optional[int]	,     )		->      str:
      return cls(
          semantic_config=semantic_config.to_dict()	,     coarse_acoustics_config=coarse_acoustics_config.to_dict()	,     fine_acoustics_config=fine_acoustics_config.to_dict()	,     **__A	,     )




     def   UpperCAmelCase_			(						self					:	int			)		->      str:
      UpperCAmelCase			:      Optional[int]		   =					copy.deepcopy(self.__dict__			)

      UpperCAmelCase			:      Optional[int]		   =					self.semantic_config.to_dict()
      UpperCAmelCase			:      Tuple		   =					self.coarse_acoustics_config.to_dict()
      UpperCAmelCase			:      List[Any]		   =					self.fine_acoustics_config.to_dict()

      UpperCAmelCase			:      List[Any]		   =					self.__class__.model_type
      return output









'''simple docstring'''







def 			_lowerCAmelCase(      UpperCAmelCase_      :	list					, UpperCAmelCase_      :	int					, UpperCAmelCase_      :	int					, UpperCAmelCase_      :	int						) ->							int:
							lowerCAmelCase__  =   int((lower_bound + upper_bound) // 2						)
							if array[r] == value:
														return r
							if lower_bound >= upper_bound:
														return -1
							if array[r] < value:
														return binary_search(UpperCAmelCase_					, r + 1					, UpperCAmelCase_					, UpperCAmelCase_						)
							else:
														return binary_search(UpperCAmelCase_					, UpperCAmelCase_					, r - 1					, UpperCAmelCase_						)
def 			_lowerCAmelCase(      UpperCAmelCase_      :	int					, UpperCAmelCase_      :	list						) ->							list:
							lowerCAmelCase__  =   0
							if matrix[index][0] == value:
														return [index, 0]
							while index < len(UpperCAmelCase_						) and matrix[index][0] < value:
														lowerCAmelCase__  =   binary_search(matrix[index]					, 0					, len(matrix[index]						) - 1					, UpperCAmelCase_						)
														if r != -1:
																					return [index, r]
														index += 1
							return [-1, -1]


if __name__ == "__main__":
		import doctest

		doctest.testmod()





