


'''simple docstring'''






def lowerCamelCase__      (						__lowerCamelCase	:							List[str]							):







   '''simple docstring'''




   if not head:
      return True
   # split the list to two parts
   _UpperCAmelCase   ,	_UpperCAmelCase       :       Any							   =head.next, head
   while fast and fast.next:
      _UpperCAmelCase       :       int							   =fast.next.next
      _UpperCAmelCase       :       Union[str, Any]							   =slow.next
   _UpperCAmelCase       :       Union[str, Any]							   =slow.next
   _UpperCAmelCase       :       Tuple							   =None  # Don't forget here! But forget still works!
   # reverse the second part
   _UpperCAmelCase       :       str							   =None
   while second:
      _UpperCAmelCase       :       Union[str, Any]							   =second.next
      _UpperCAmelCase       :       List[Any]							   =node
      _UpperCAmelCase       :       Union[str, Any]							   =second
      _UpperCAmelCase       :       int							   =nxt
   # compare two parts
   # second part has the same or one less node
   while node:
      if node.val != head.val:
         return False
      _UpperCAmelCase       :       Tuple							   =node.next
      _UpperCAmelCase       :       Optional[int]							   =head.next
   return True





def lowerCamelCase__      (						__lowerCamelCase	:							Dict							):







   '''simple docstring'''




   if not head or not head.next:
      return True

   # 1. Get the midpoint (slow)
   _UpperCAmelCase       :       Any							   =head
   while fast and fast.next:
      _UpperCAmelCase   ,	_UpperCAmelCase       :       List[Any]							   =fast.next.next, slow.next

   # 2. Push the second half into the stack
   _UpperCAmelCase       :       int							   =[slow.val]
   while slow.next:
      _UpperCAmelCase       :       str							   =slow.next
      stack.append(slow.val							)

   # 3. Comparison
   while stack:
      if stack.pop() != cur.val:
         return False
      _UpperCAmelCase       :       Union[str, Any]							   =cur.next

   return True





def lowerCamelCase__      (						__lowerCamelCase	:							Any							):







   '''simple docstring'''




   if not head or not head.next:
      return True
   _UpperCAmelCase       :       List[Any]							   ={}
   _UpperCAmelCase       :       Union[str, Any]							   =0
   while head:
      if head.val in d:
         d[head.val].append(__lowerCamelCase							)
      else:
         _UpperCAmelCase       :       Any							   =[pos]
      _UpperCAmelCase       :       str							   =head.next
      pos += 1
   _UpperCAmelCase       :       Any							   =pos - 1
   _UpperCAmelCase       :       Optional[Any]							   =0
   for v in d.values():
      if len(__lowerCamelCase							) % 2 != 0:
         middle += 1
      else:
         _UpperCAmelCase       :       Dict							   =0
         for i in range(0	,   len(__lowerCamelCase							)							):
            if v[i] + v[len(__lowerCamelCase							) - 1 - step] != checksum:
               return False
            step += 1
      if middle > 1:
         return False
   return True





'''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


lowercase							=logging.get_logger(__name__)

lowercase							='T5Config'





def lowerCamelCase__      (						__lowerCamelCase	:							jnp.array	,   __lowerCamelCase	:							int	,   __lowerCamelCase	:							int							):







   '''simple docstring'''




   _UpperCAmelCase       :       List[Any]							   =jnp.zeros_like(__lowerCamelCase							)
   _UpperCAmelCase       :       Union[str, Any]							   =shifted_input_ids.at[:, 1:].set(input_ids[:, :-1]							)
   _UpperCAmelCase       :       List[Any]							   =shifted_input_ids.at[:, 0].set(__lowerCamelCase							)

   _UpperCAmelCase       :       str							   =jnp.where(shifted_input_ids == -1_0_0	,   __lowerCamelCase	,   __lowerCamelCase							)
   return shifted_input_ids






class  __magic_name__							(		lowerCAmelCase    ):
       UpperCAmelCase										="mt5"
       UpperCAmelCase										=MTaConfig






class  __magic_name__							(		lowerCAmelCase    ):
       UpperCAmelCase										="mt5"
       UpperCAmelCase										=MTaConfig






class  __magic_name__							(		lowerCAmelCase    ):
       UpperCAmelCase										="mt5"
       UpperCAmelCase										=MTaConfig

