code: 
  """simple docstring"""
  
  
  
  
  
  
  
  import copy
  from typing import Dict
  
  from ...generation.configuration_utils import GenerationConfig
  from ...utils import logging
  
  
  SCREAMING_SNAKE_CASE_     				=   logging.get_logger(__name__)
  
  
  
  class     __a			(					lowerCAmelCase_			):
         _lowerCamelCase							:							Union[str, Any]       =			'semantic'
  
  
  
  
  
  
  
         def __init__(					self							,lowerCamelCase_=1_0000							,lowerCamelCase_=True							,lowerCamelCase_=768							,lowerCamelCase_=False							,lowerCamelCase_=False							,lowerCamelCase_=False							,lowerCamelCase_=False							,lowerCamelCase_=0.7							,lowerCamelCase_=True							,lowerCamelCase_=1_0048							,lowerCamelCase_=12_9595							,lowerCamelCase_=12_9599							,lowerCamelCase_=1_0000							,lowerCamelCase_=256							,lowerCamelCase_=49.9							,**lowerCamelCase_							,):
  
  
  
            '''simple docstring'''
  
            super().__init__(
                temperature=lowerCamelCase_							,do_sample=lowerCamelCase_							,eos_token_id=lowerCamelCase_							,renormalize_logits=lowerCamelCase_							,max_new_tokens=lowerCamelCase_							,output_scores=lowerCamelCase_							,return_dict_in_generate=lowerCamelCase_							,output_hidden_states=lowerCamelCase_							,output_attentions=lowerCamelCase_							,**lowerCamelCase_							,)
  
            _UpperCAmelCase   	=					text_encoding_offset
            _UpperCAmelCase   	=					text_pad_token
            _UpperCAmelCase   	=					eos_token_id
            _UpperCAmelCase   	=					semantic_infer_token
            _UpperCAmelCase   	=					semantic_vocab_size
            _UpperCAmelCase   	=					max_input_semantic_length
            _UpperCAmelCase   	=					semantic_rate_hz
  
  
  
  class     __a			(					lowerCAmelCase_			):
         _lowerCamelCase							:							Optional[Any]       =			'coarse_acoustics'
  
  
  
  
  
  
  
         def __init__(					self							,lowerCamelCase_=True							,lowerCamelCase_=False							,lowerCamelCase_=False							,lowerCamelCase_=False							,lowerCamelCase_=False							,lowerCamelCase_=0.7							,lowerCamelCase_=True							,lowerCamelCase_=1_2048							,lowerCamelCase_=75							,lowerCamelCase_=2							,lowerCamelCase_=1_2050							,lowerCamelCase_=256							,lowerCamelCase_ = 630							,lowerCamelCase_ = 60							,**lowerCamelCase_							,):
  
  
  
            '''simple docstring'''
  
            super().__init__(
                temperature=lowerCamelCase_							,do_sample=lowerCamelCase_							,renormalize_logits=lowerCamelCase_							,output_scores=lowerCamelCase_							,return_dict_in_generate=lowerCamelCase_							,output_hidden_states=lowerCamelCase_							,output_attentions=lowerCamelCase_							,**lowerCamelCase_							,)
  
            _UpperCAmelCase   	=					coarse_semantic_pad_token
            _UpperCAmelCase   	=					coarse_rate_hz
            _UpperCAmelCase   	=					n_coarse_codebooks
            _UpperCAmelCase   	=					coarse_infer_token
            _UpperCAmelCase   	=					max_coarse_input_length
            _UpperCAmelCase   	=					max_coarse_history
            _UpperCAmelCase   	=					sliding_window_len
  
  
  
  class     __a			(					lowerCAmelCase_			):
         _lowerCamelCase							:							Optional[int]       =			'fine_acoustics'
  
  
  
  
  
  
  
         def __init__(					self							,lowerCamelCase_=0.5							,lowerCamelCase_=512							,lowerCamelCase_=1024							,lowerCamelCase_=8							,**lowerCamelCase_							,):
  
  
  
            '''simple docstring'''
  
            super().__init__(temperature=lowerCamelCase_		)
  
            _UpperCAmelCase   	=					max_fine_history_length
            _UpperCAmelCase   	=					max_fine_input_length
            _UpperCAmelCase   	=					n_fine_codebooks
  
  
  
  class     __a			(					lowerCAmelCase_			):
         _lowerCamelCase							:							Optional[int]       =			'bark'
         _lowerCamelCase							:							int       =			True
  
  
  
  
  
  
  
         def __init__(					self							,lowerCamelCase_ = None							,lowerCamelCase_ = None							,lowerCamelCase_ = None							,lowerCamelCase_=2_4000							,lowerCamelCase_=1024							,**lowerCamelCase_							,):
  
  
  
            '''simple docstring'''
  
            if semantic_config is None:
               _UpperCAmelCase   	=					{}
               logger.info("semantic_config is None. initializing the semantic model with default values."		)
  
            if coarse_acoustics_config is None:
               _UpperCAmelCase   	=					{}
               logger.info("coarse_acoustics_config is None. initializing the coarse model with default values."		)
  
            if fine_acoustics_config is None:
               _UpperCAmelCase   	=					{}
               logger.info("fine_acoustics_config is None. initializing the fine model with default values."		)
  
            _UpperCAmelCase   	=					BarkSemanticGenerationConfig(**lowerCamelCase_		)
            _UpperCAmelCase   	=					BarkCoarseGenerationConfig(**lowerCamelCase_		)
            _UpperCAmelCase   	=					BarkFineGenerationConfig(**lowerCamelCase_		)
  
            _UpperCAmelCase   	=					sample_rate
            _UpperCAmelCase   	=					codebook_size
  
  
  
  
  
  
  
         @classmethod
         def    _snake_case			(					cls							,lowerCamelCase_							,lowerCamelCase_							,lowerCamelCase_							,**lowerCamelCase_							,):
  
  
  
            '''simple docstring'''
  
            return cls(
                semantic_config=semantic_config.to_dict()							,coarse_acoustics_config=coarse_acoustics_config.to_dict()							,fine_acoustics_config=fine_acoustics_config.to_dict()							,**lowerCamelCase_							,)
  
  
  
  
  
  
  
         def    _snake_case			(					self		):
  
  
  
            '''simple docstring'''
  
            _UpperCAmelCase   	=					copy.deepcopy(self.__dict__		)
  
            _UpperCAmelCase   	=					self.semantic_config.to_dict()
            _UpperCAmelCase   	=					self.coarse_acoustics_config.to_dict()
            _UpperCAmelCase   	=					self.fine_acoustics_config.to_dict()
  
            _UpperCAmelCase   	=					self.__class__.model_type
            return output
  
  
style_context: 
  """simple docstring"""
  
  
  
  
  
  
  
  import warnings
  
  from .generation import FlaxGenerationMixin
  
  
  
  
  
  
  class     __a			(					lowerCAmelCase_			):
         # warning at import time
         warnings.warn(
             'Importing `FlaxGenerationMixin` from `src/transformers/generation_flax_utils.py` is deprecated and will '
             'be removed in Transformers v5. Import as `from transformers import FlaxGenerationMixin` instead.'				,	lowerCAmelCase_				,	)
  
  