






import copy
from typing import Dict

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


_a       =    logging.get_logger(__name__)





class __lowerCamelCase					( snake_case__):





	"""simple docstring"""






	UpperCamelCase__								= "semantic"

	def __init__(				self			,       UpperCAmelCase=1_0000			,       UpperCAmelCase=True			,       UpperCAmelCase=768			,       UpperCAmelCase=False			,       UpperCAmelCase=False			,       UpperCAmelCase=False			,       UpperCAmelCase=False			,       UpperCAmelCase=0.7			,       UpperCAmelCase=True			,       UpperCAmelCase=1_0048			,       UpperCAmelCase=12_9595			,       UpperCAmelCase=12_9599			,       UpperCAmelCase=1_0000			,       UpperCAmelCase=256			,       UpperCAmelCase=49.9			,       **UpperCAmelCase			,       ):
							"""simple docstring"""







							super().__init__(
							    temperature=UpperCAmelCase			,       do_sample=UpperCAmelCase			,       eos_token_id=UpperCAmelCase			,       renormalize_logits=UpperCAmelCase			,       max_new_tokens=UpperCAmelCase			,       output_scores=UpperCAmelCase			,       return_dict_in_generate=UpperCAmelCase			,       output_hidden_states=UpperCAmelCase			,       output_attentions=UpperCAmelCase			,       **UpperCAmelCase			,       )

							_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 __lowerCamelCase					( snake_case__):





	"""simple docstring"""






	UpperCamelCase__								= "coarse_acoustics"

	def __init__(				self			,       UpperCAmelCase=True			,       UpperCAmelCase=False			,       UpperCAmelCase=False			,       UpperCAmelCase=False			,       UpperCAmelCase=False			,       UpperCAmelCase=0.7			,       UpperCAmelCase=True			,       UpperCAmelCase=1_2048			,       UpperCAmelCase=75			,       UpperCAmelCase=2			,       UpperCAmelCase=1_2050			,       UpperCAmelCase=256			,       UpperCAmelCase = 630			,       UpperCAmelCase = 60			,       **UpperCAmelCase			,       ):
							"""simple docstring"""







							super().__init__(
							    temperature=UpperCAmelCase			,       do_sample=UpperCAmelCase			,       renormalize_logits=UpperCAmelCase			,       output_scores=UpperCAmelCase			,       return_dict_in_generate=UpperCAmelCase			,       output_hidden_states=UpperCAmelCase			,       output_attentions=UpperCAmelCase			,       **UpperCAmelCase			,       )

							_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 __lowerCamelCase					( snake_case__):





	"""simple docstring"""






	UpperCamelCase__								= "fine_acoustics"

	def __init__(				self			,       UpperCAmelCase=0.5			,       UpperCAmelCase=512			,       UpperCAmelCase=1024			,       UpperCAmelCase=8			,       **UpperCAmelCase			,       ):
							"""simple docstring"""







							super().__init__(temperature=UpperCAmelCase       )

							_UpperCAmelCase							   =     max_fine_history_length
							_UpperCAmelCase							   =     max_fine_input_length
							_UpperCAmelCase							   =     n_fine_codebooks





class __lowerCamelCase					( snake_case__):





	"""simple docstring"""






	UpperCamelCase__								= "bark"
	UpperCamelCase__								= True

	def __init__(				self			,       UpperCAmelCase = None			,       UpperCAmelCase = None			,       UpperCAmelCase = None			,       UpperCAmelCase=2_4000			,       UpperCAmelCase=1024			,       **UpperCAmelCase			,       ):
							"""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(**UpperCAmelCase       )
							_UpperCAmelCase							   =     BarkCoarseGenerationConfig(**UpperCAmelCase       )
							_UpperCAmelCase							   =     BarkFineGenerationConfig(**UpperCAmelCase       )

							_UpperCAmelCase							   =     sample_rate
							_UpperCAmelCase							   =     codebook_size

	@classmethod
	def 			UpperCamelCase       (				cls			,       UpperCAmelCase			,       UpperCAmelCase			,       UpperCAmelCase			,       **UpperCAmelCase			,       ):
							"""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()			,       **UpperCAmelCase			,       )

	def 			UpperCamelCase       (				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








def __A       ( __lowerCAmelCase = 100					,						__lowerCAmelCase = 100      )->    int:





						"""simple docstring"""



						return max(
						    sum(int(__lowerCAmelCase      ) for x in str(base**power      )      )
						    for base in range(__lowerCAmelCase      )
						    for power in range(__lowerCAmelCase      )      )


# Tests
if __name__ == "__main__":
		import doctest

		doctest.testmod()
