






import math
class    a   :



      """simple docstring"""


      def __init__(				self :      List[str]		,				__lowercase :      int )							->				Optional[int]:
        __UpperCAmelCase							:     List[str]									=  len(__lowercase )
        __UpperCAmelCase							:     Union[str, Any]									=  [0] * (
            4 * self.N
        )  # approximate the overall size of segment tree with array N
        self.build(1		,				0		,				self.N - 1 )
      def      UpperCAmelCase				(				self :      Dict		,				__lowercase :      Any )							->				List[str]:
        return idx * 2
      def      UpperCAmelCase				(				self :      int		,				__lowercase :      Optional[Any] )							->				Dict:
        return idx * 2 + 1
      def      UpperCAmelCase				(				self :      Optional[Any]		,				__lowercase :      Tuple		,				__lowercase :      Optional[Any]		,				__lowercase :      List[Any] )							->				str:  # noqa: E741
        if l == r:
          __UpperCAmelCase							:     Tuple									=  A[l]
        else:
          __UpperCAmelCase							:     Union[str, Any]									=  (l + r) // 2
          self.build(self.left(__lowercase )		,				__lowercase		,				__lowercase )
          self.build(self.right(__lowercase )		,				mid + 1		,				__lowercase )
          __UpperCAmelCase							:     Optional[Any]									=  max(self.st[self.left(__lowercase )]		,				self.st[self.right(__lowercase )] )
      def      UpperCAmelCase				(				self :      str		,				__lowercase :      Dict		,				__lowercase :      int		,				__lowercase :      Dict )							->				Union[str, Any]:
        return self.update_recursive(1		,				0		,				self.N - 1		,				a - 1		,				b - 1		,				__lowercase )
      def      UpperCAmelCase				(				self :      Tuple		,				__lowercase :      Dict		,				__lowercase :      str		,				__lowercase :      int		,				__lowercase :      Union[str, Any]		,				__lowercase :      List[Any]		,				__lowercase :      Dict )							->				Union[str, Any]:  # noqa: E741
        if r < a or l > b:
          return True
        if l == r:
          __UpperCAmelCase							:     List[Any]									=  val
          return True
        __UpperCAmelCase							:     Tuple									=  (l + r) // 2
        self.update_recursive(self.left(__lowercase )		,				__lowercase		,				__lowercase		,				__lowercase		,				__lowercase		,				__lowercase )
        self.update_recursive(self.right(__lowercase )		,				mid + 1		,				__lowercase		,				__lowercase		,				__lowercase		,				__lowercase )
        __UpperCAmelCase							:     Optional[int]									=  max(self.st[self.left(__lowercase )]		,				self.st[self.right(__lowercase )] )
        return True
      def      UpperCAmelCase				(				self :      str		,				__lowercase :      Optional[Any]		,				__lowercase :      Any )							->				int:
        return self.query_recursive(1		,				0		,				self.N - 1		,				a - 1		,				b - 1 )
      def      UpperCAmelCase				(				self :      Optional[Any]		,				__lowercase :      Any		,				__lowercase :      Optional[int]		,				__lowercase :      Any		,				__lowercase :      Optional[int]		,				__lowercase :      List[str] )							->				Optional[Any]:  # noqa: E741
        if r < a or l > b:
          return -math.inf
        if l >= a and r <= b:
          return self.st[idx]
        __UpperCAmelCase							:     List[Any]									=  (l + r) // 2
        __UpperCAmelCase							:     List[Any]									=  self.query_recursive(self.left(__lowercase )		,				__lowercase		,				__lowercase		,				__lowercase		,				__lowercase )
        __UpperCAmelCase							:     Any									=  self.query_recursive(self.right(__lowercase )		,				mid + 1		,				__lowercase		,				__lowercase		,				__lowercase )
        return max(__lowercase		,				__lowercase )




      def      UpperCAmelCase				(				self :      Tuple )							->				Optional[int]:
        __UpperCAmelCase							:     Dict									=  []
        for i in range(1		,				N + 1 ):
          show_list += [self.query(__lowercase		,				__lowercase )]
        print(__lowercase )


if __name__ == "__main__":
       a		:	str      					=			[1, 2, -4, 7, 3, -5, 6, 11, -20, 9, 14, 15, 5, 2, -8]
       a		:	int      					=			15
       a		:	Any      					=			SegmentTree(A)
       print(segt.query(4, 6))
       print(segt.query(7, 11))
       print(segt.query(7, 12))
       segt.update(1, 3, 111)
       print(segt.query(1, 15))
       segt.update(7, 8, 235)
       segt.show_data()










import copy

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


a		:	Optional[Any]      					=			logging.get_logger(__name__)

a		:	int      					=			{
    "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   (			lowercase__       ):



      """simple docstring"""


      a  :			Optional[int]								=     'musicgen_decoder'
      a  :			Optional[int]								=     ['past_key_values']
      def __init__(				self :      Optional[Any]		,				__lowercase :      str=2048		,				__lowercase :      Optional[int]=2048		,				__lowercase :      List[Any]=24		,				__lowercase :      Optional[Any]=4096		,				__lowercase :      Dict=16		,				__lowercase :      List[Any]=0.0		,				__lowercase :      Tuple=True		,				__lowercase :      List[Any]="gelu"		,				__lowercase :      Any=1024		,				__lowercase :      Optional[Any]=0.1		,				__lowercase :      List[Any]=0.0		,				__lowercase :      int=0.0		,				__lowercase :      List[str]=0.02		,				__lowercase :      Dict=False		,				__lowercase :      List[str]=4		,				__lowercase :      List[str]=2048		,				__lowercase :      List[Any]=2048		,				__lowercase :      Union[str, Any]=None		,				__lowercase :      List[str]=False		,				**__lowercase :      int		,				)							->				str:
        __UpperCAmelCase							:     Union[str, Any]									=  vocab_size
        __UpperCAmelCase							:     Dict									=  max_position_embeddings
        __UpperCAmelCase							:     str									=  hidden_size
        __UpperCAmelCase							:     Optional[Any]									=  ffn_dim
        __UpperCAmelCase							:     List[Any]									=  num_hidden_layers
        __UpperCAmelCase							:     Any									=  num_attention_heads
        __UpperCAmelCase							:     List[Any]									=  dropout
        __UpperCAmelCase							:     List[str]									=  attention_dropout
        __UpperCAmelCase							:     List[Any]									=  activation_dropout
        __UpperCAmelCase							:     int									=  activation_function
        __UpperCAmelCase							:     Optional[int]									=  initializer_factor
        __UpperCAmelCase							:     List[Any]									=  layerdrop
        __UpperCAmelCase							:     Tuple									=  use_cache
        __UpperCAmelCase							:     Tuple									=  scale_embedding  # scale factor will be sqrt(d_model) if True
        __UpperCAmelCase							:     int									=  num_codebooks
        super().__init__(
            pad_token_id=__lowercase		,				bos_token_id=__lowercase		,				eos_token_id=__lowercase		,				tie_word_embeddings=__lowercase		,				**__lowercase		,				)


class    a   (			lowercase__       ):



      """simple docstring"""


      a  :			Tuple								=     'musicgen'
      a  :			int								=     True
      def __init__(				self :      Any		,				**__lowercase :      Tuple )							->				Union[str, Any]:
        super().__init__(**__lowercase )
        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""" )

        __UpperCAmelCase							:     int									=  kwargs.pop("""text_encoder""" )
        __UpperCAmelCase							:     str									=  text_encoder_config.pop("""model_type""" )

        __UpperCAmelCase							:     Tuple									=  kwargs.pop("""audio_encoder""" )
        __UpperCAmelCase							:     Optional[Any]									=  audio_encoder_config.pop("""model_type""" )

        __UpperCAmelCase							:     Optional[Any]									=  kwargs.pop("""decoder""" )

        __UpperCAmelCase							:     Any									=  AutoConfig.for_model(__lowercase		,				**__lowercase )
        __UpperCAmelCase							:     Dict									=  AutoConfig.for_model(__lowercase		,				**__lowercase )
        __UpperCAmelCase							:     Any									=  MusicgenDecoderConfig(**__lowercase )
        __UpperCAmelCase							:     int									=  True
      @classmethod
      def      UpperCAmelCase				(				cls :      Optional[Any]		,				__lowercase :      PretrainedConfig		,				__lowercase :      PretrainedConfig		,				__lowercase :      MusicgenDecoderConfig		,				**__lowercase :      List[Any]		,				)							->				List[str]:
        return cls(
            text_encoder=text_encoder_config.to_dict()		,				audio_encoder=audio_encoder_config.to_dict()		,				decoder=decoder_config.to_dict()		,				**__lowercase		,				)




      def      UpperCAmelCase				(				self :      Any )							->				int:
        __UpperCAmelCase							:     Optional[Any]									=  copy.deepcopy(self.__dict__ )
        __UpperCAmelCase							:     List[Any]									=  self.text_encoder.to_dict()
        __UpperCAmelCase							:     str									=  self.audio_encoder.to_dict()
        __UpperCAmelCase							:     List[str]									=  self.decoder.to_dict()
        __UpperCAmelCase							:     List[str]									=  self.__class__.model_type
        return output


