
'''simple docstring'''





import copy

from ...configuration_utils import PretrainedConfig
from ...utils import logging
from ..auto.configuration_auto import AutoConfig


UpperCAmelCase            = logging.get_logger(__name__)

UpperCAmelCase            = {
    "facebook/musicgen-small": "https://huggingface.co/facebook/musicgen-small/resolve/main/config.json",
    # See all Musicgen models at https://huggingface.co/models?filter=musicgen
}

class     a (					__magic_name__     ):
				_snake_case		     =			'''musicgen_decoder'''
				_snake_case		     =			['''past_key_values''']




				def __init__(				self						:					Optional[int],     SCREAMING_SNAKE_CASE_						:					Dict=20_48,     SCREAMING_SNAKE_CASE_						:					List[str]=20_48,     SCREAMING_SNAKE_CASE_						:					int=24,     SCREAMING_SNAKE_CASE_						:					Dict=40_96,     SCREAMING_SNAKE_CASE_						:					str=16,     SCREAMING_SNAKE_CASE_						:					int=0.0,     SCREAMING_SNAKE_CASE_						:					Optional[Any]=True,     SCREAMING_SNAKE_CASE_						:					str="gelu",     SCREAMING_SNAKE_CASE_						:					List[Any]=10_24,     SCREAMING_SNAKE_CASE_						:					int=0.1,     SCREAMING_SNAKE_CASE_						:					List[Any]=0.0,     SCREAMING_SNAKE_CASE_						:					int=0.0,     SCREAMING_SNAKE_CASE_						:					str=0.02,     SCREAMING_SNAKE_CASE_						:					Any=False,     SCREAMING_SNAKE_CASE_						:					List[str]=4,     SCREAMING_SNAKE_CASE_						:					str=20_48,     SCREAMING_SNAKE_CASE_						:					int=20_48,     SCREAMING_SNAKE_CASE_						:					Union[str, Any]=None,     SCREAMING_SNAKE_CASE_						:					Union[str, Any]=False,     **SCREAMING_SNAKE_CASE_						:					Tuple,     ):
										snake_case							:  Optional[int]			=     vocab_size
										snake_case							:  Optional[int]			=     max_position_embeddings
										snake_case							:  Dict			=     hidden_size
										snake_case							:  Any			=     ffn_dim
										snake_case							:  Optional[Any]			=     num_hidden_layers
										snake_case							:  Tuple			=     num_attention_heads
										snake_case							:  int			=     dropout
										snake_case							:  Union[str, Any]			=     attention_dropout
										snake_case							:  Optional[int]			=     activation_dropout
										snake_case							:  Union[str, Any]			=     activation_function
										snake_case							:  Tuple			=     initializer_factor
										snake_case							:  List[Any]			=     layerdrop
										snake_case							:  Optional[int]			=     use_cache
										snake_case							:  Dict			=     scale_embedding  # scale factor will be sqrt(d_model) if True
										snake_case							:  Tuple			=     num_codebooks
										super().__init__(
										    pad_token_id=SCREAMING_SNAKE_CASE_,     bos_token_id=SCREAMING_SNAKE_CASE_,     eos_token_id=SCREAMING_SNAKE_CASE_,     tie_word_embeddings=SCREAMING_SNAKE_CASE_,     **SCREAMING_SNAKE_CASE_,     )




class     a (					__magic_name__     ):
				_snake_case		     =			'''musicgen'''
				_snake_case		     =			True




				def __init__(				self						:					Dict,     **SCREAMING_SNAKE_CASE_						:					Optional[int]   ):
										super().__init__(**SCREAMING_SNAKE_CASE_   )
										if "text_encoder" not in kwargs or "audio_encoder" not in kwargs or "decoder" not in kwargs:
																raise ValueError('''Config has to be initialized with text_encoder, audio_encoder and decoder config'''   )

										snake_case							:  Any			=     kwargs.pop('''text_encoder'''   )
										snake_case							:  List[Any]			=     text_encoder_config.pop('''model_type'''   )

										snake_case							:  Union[str, Any]			=     kwargs.pop('''audio_encoder'''   )
										snake_case							:  Tuple			=     audio_encoder_config.pop('''model_type'''   )

										snake_case							:  List[str]			=     kwargs.pop('''decoder'''   )

										snake_case							:  List[str]			=     AutoConfig.for_model(SCREAMING_SNAKE_CASE_,     **SCREAMING_SNAKE_CASE_   )
										snake_case							:  List[Any]			=     AutoConfig.for_model(SCREAMING_SNAKE_CASE_,     **SCREAMING_SNAKE_CASE_   )
										snake_case							:  Optional[Any]			=     MusicgenDecoderConfig(**SCREAMING_SNAKE_CASE_   )
										snake_case							:  Any			=     True




				@classmethod
				def 						__snake_case				(				cls						:					Tuple,     SCREAMING_SNAKE_CASE_						:					PretrainedConfig,     SCREAMING_SNAKE_CASE_						:					PretrainedConfig,     SCREAMING_SNAKE_CASE_						:					MusicgenDecoderConfig,     **SCREAMING_SNAKE_CASE_						:					Optional[Any],     ):
										return cls(
										    text_encoder=text_encoder_config.to_dict(),     audio_encoder=audio_encoder_config.to_dict(),     decoder=decoder_config.to_dict(),     **SCREAMING_SNAKE_CASE_,     )




				def 						__snake_case				(				self						:					Optional[Any]   ):
										snake_case							:  Dict			=     copy.deepcopy(self.__dict__   )
										snake_case							:  Tuple			=     self.text_encoder.to_dict()
										snake_case							:  str			=     self.audio_encoder.to_dict()
										snake_case							:  Dict			=     self.decoder.to_dict()
										snake_case							:  Optional[int]			=     self.__class__.model_type
										return output






def 	__snake_case      (     _UpperCAmelCase  ,					_UpperCAmelCase = 2							):
    return round((float(_UpperCAmelCase							) * 9 / 5) + 32  ,					_UpperCAmelCase							)





def 	__snake_case      (     _UpperCAmelCase  ,					_UpperCAmelCase = 2							):
    return round(float(_UpperCAmelCase							) + 2_73.15  ,					_UpperCAmelCase							)





def 	__snake_case      (     _UpperCAmelCase  ,					_UpperCAmelCase = 2							):
    return round((float(_UpperCAmelCase							) * 9 / 5) + 4_91.67  ,					_UpperCAmelCase							)





def 	__snake_case      (     _UpperCAmelCase  ,					_UpperCAmelCase = 2							):
    return round((float(_UpperCAmelCase							) - 32) * 5 / 9  ,					_UpperCAmelCase							)





def 	__snake_case      (     _UpperCAmelCase  ,					_UpperCAmelCase = 2							):
    return round(((float(_UpperCAmelCase							) - 32) * 5 / 9) + 2_73.15  ,					_UpperCAmelCase							)





def 	__snake_case      (     _UpperCAmelCase  ,					_UpperCAmelCase = 2							):
    return round(float(_UpperCAmelCase							) + 4_59.67  ,					_UpperCAmelCase							)





def 	__snake_case      (     _UpperCAmelCase  ,					_UpperCAmelCase = 2							):
    return round(float(_UpperCAmelCase							) - 2_73.15  ,					_UpperCAmelCase							)





def 	__snake_case      (     _UpperCAmelCase  ,					_UpperCAmelCase = 2							):
    return round(((float(_UpperCAmelCase							) - 2_73.15) * 9 / 5) + 32  ,					_UpperCAmelCase							)





def 	__snake_case      (     _UpperCAmelCase  ,					_UpperCAmelCase = 2							):
    return round((float(_UpperCAmelCase							) * 9 / 5)  ,					_UpperCAmelCase							)





def 	__snake_case      (     _UpperCAmelCase  ,					_UpperCAmelCase = 2							):
    return round((float(_UpperCAmelCase							) - 4_91.67) * 5 / 9  ,					_UpperCAmelCase							)





def 	__snake_case      (     _UpperCAmelCase  ,					_UpperCAmelCase = 2							):
    return round(float(_UpperCAmelCase							) - 4_59.67  ,					_UpperCAmelCase							)





def 	__snake_case      (     _UpperCAmelCase  ,					_UpperCAmelCase = 2							):
    return round((float(_UpperCAmelCase							) * 5 / 9)  ,					_UpperCAmelCase							)





def 	__snake_case      (     _UpperCAmelCase  ,					_UpperCAmelCase = 2							):
    return round((float(_UpperCAmelCase							) * 1.25 + 2_73.15)  ,					_UpperCAmelCase							)





def 	__snake_case      (     _UpperCAmelCase  ,					_UpperCAmelCase = 2							):
    return round((float(_UpperCAmelCase							) * 2.25 + 32)  ,					_UpperCAmelCase							)





def 	__snake_case      (     _UpperCAmelCase  ,					_UpperCAmelCase = 2							):
    return round((float(_UpperCAmelCase							) * 1.25)  ,					_UpperCAmelCase							)





def 	__snake_case      (     _UpperCAmelCase  ,					_UpperCAmelCase = 2							):
    return round((float(_UpperCAmelCase							) * 2.25 + 32 + 4_59.67)  ,					_UpperCAmelCase							)


if __name__ == "__main__":
 import doctest

 doctest.testmod()





