






"""simple docstring"""


import jax.numpy as jnp

from ...utils import logging
from ..ta.modeling_flax_ta import FlaxTaEncoderModel, FlaxTaForConditionalGeneration, FlaxTaModel
from .configuration_mta import MTaConfig


_UpperCamelCase    :   Any   			=						logging.get_logger(__name__)

_UpperCamelCase    :   int   			=						'T5Config'




def       snake_case  (A_				:jnp.array     ,      A_				:int     ,      A_				:int				):







  '''simple docstring'''

  a					:      Optional[int]    =       jnp.zeros_like(A_				)
  a					:      Optional[Any]    =       shifted_input_ids.at[:, 1:].set(input_ids[:, :-1]				)
  a					:      int    =       shifted_input_ids.at[:, 0].set(A_				)

  a					:      Union[str, Any]    =       jnp.where(shifted_input_ids == -1_0_0     ,      A_     ,      A_				)
  return shifted_input_ids






class 						snake_case  (  UpperCAmelCase	):
    __magic_name__   					=					'''mt5'''
    __magic_name__   					=					MTaConfig






class 						snake_case  (  UpperCAmelCase	):
    __magic_name__   					=					'''mt5'''
    __magic_name__   					=					MTaConfig






class 						snake_case  (  UpperCAmelCase	):
    __magic_name__   					=					'''mt5'''
    __magic_name__   					=					MTaConfig












"""simple docstring"""


def       snake_case  (A_				:int				):







  '''simple docstring'''

  if isinstance(A_     ,      A_				):
    raise TypeError('\'float\' object cannot be interpreted as an integer'				)
  if isinstance(A_     ,      A_				):
    raise TypeError('\'str\' object cannot be interpreted as an integer'				)

  if num == 0:
    return "0b0"

  a					:      List[Any]    =       False

  if num < 0:
    a					:      Optional[int]    =       True
    a					:      Dict    =       -num

  a					:      list[int]    =       []
  while num > 0:
    binary.insert(0     ,      num % 2				)
    num >>= 1

  if negative:
    return "-0b" + "".join(str(A_				) for e in binary				)

  return "0b" + "".join(str(A_				) for e in binary				)


if __name__ == "__main__":
   import doctest

   doctest.testmod()




