

import jax.numpy as jnp

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


snake_case_        =			logging.get_logger(__name__)

snake_case_        =			'''T5Config'''

def      snake_case__      (   SCREAMING_SNAKE_CASE_		:   jnp.array     ,					SCREAMING_SNAKE_CASE_		:   int     ,					SCREAMING_SNAKE_CASE_		:   int      ):



     '''simple docstring'''





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

     lowercase__   :       Optional[int]				=	jnp.where(shifted_input_ids == -100     ,					SCREAMING_SNAKE_CASE_     ,					SCREAMING_SNAKE_CASE_      )
     return shifted_input_ids


class 				SCREAMING_SNAKE_CASE__ (__snake_case					):
    __lowerCamelCase						:	Any														=					"""mt5"""
    __lowerCamelCase						:	str														=					MTaConfig



class 				SCREAMING_SNAKE_CASE__ (__snake_case					):
    __lowerCamelCase						:	Optional[Any]														=					"""mt5"""
    __lowerCamelCase						:	Tuple														=					MTaConfig



class 				SCREAMING_SNAKE_CASE__ (__snake_case					):
    __lowerCamelCase						:	str														=					"""mt5"""
    __lowerCamelCase						:	List[Any]														=					MTaConfig




def      snake_case__      (   SCREAMING_SNAKE_CASE_		:   int = 50_000_000      ):



     '''simple docstring'''





     lowercase__   :       List[Any]				=	set()
     lowercase__   :       Any				=	int((limit - 24) ** (1 / 2)      )

     lowercase__   :       Any				=	set(range(3     ,					prime_square_limit + 1     ,					2      )      )
     primes.add(2      )
     for p in range(3     ,					prime_square_limit + 1     ,					2      ):
          if p not in primes:
               continue
          primes.difference_update(set(range(p * p     ,					prime_square_limit + 1     ,					SCREAMING_SNAKE_CASE_      )      )      )

     for primea in primes:
          lowercase__   :       Any				=	primea * primea
          for primea in primes:
               lowercase__   :       Optional[int]				=	primea * primea * primea
               if square + cube >= limit - 16:
                    break
               for primea in primes:
                    lowercase__   :       Dict				=	primea * primea * primea * primea
                    lowercase__   :       List[Any]				=	square + cube + tetr
                    if total >= limit:
                         break
                    ret.add(SCREAMING_SNAKE_CASE_      )

     return len(SCREAMING_SNAKE_CASE_      )


if __name__ == "__main__":
       print(F'''{solution() = }''')

