

import jax.numpy as jnp

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


SCREAMING_SNAKE_CASE_        =      logging.get_logger(__name__)

SCREAMING_SNAKE_CASE_        =      'T5Config'

def 							__SCREAMING_SNAKE_CASE							(				lowerCAmelCase:  jnp.array  ,      lowerCAmelCase:  int  ,      lowerCAmelCase:  int )   ->       jnp.ndarray:
				_UpperCAmelCase       :		Optional[int] 		=    jnp.zeros_like(lowerCAmelCase )
				_UpperCAmelCase       :		str 		=    shifted_input_ids.at[:, 1:].set(input_ids[:, :-1] )
				_UpperCAmelCase       :		str 		=    shifted_input_ids.at[:, 0].set(lowerCAmelCase )

				_UpperCAmelCase       :		Any 		=    jnp.where(shifted_input_ids == -100  ,      lowerCAmelCase  ,      lowerCAmelCase )
				return shifted_input_ids

class 				a  (	UpperCAmelCase				):
						_lowercase    						=			"mt5"
						_lowercase    						=			MTaConfig







class 				a  (	UpperCAmelCase				):
						_lowercase    						=			"mt5"
						_lowercase    						=			MTaConfig







class 				a  (	UpperCAmelCase				):
						_lowercase    						=			"mt5"
						_lowercase    						=			MTaConfig





def 							__SCREAMING_SNAKE_CASE							(				lowerCAmelCase:  str  ,      lowerCAmelCase:  str )   ->       int:
				if len(lowerCAmelCase ) != len(lowerCAmelCase ):
								raise ValueError("String lengths must match!" )

				_UpperCAmelCase       :		List[Any] 		=    0

				for chara, chara in zip(lowerCAmelCase  ,      lowerCAmelCase ):
								if chara != chara:
												count += 1

				return count


if __name__ == "__main__":
					import doctest

					doctest.testmod()


