


import tempfile
import unittest

from make_student import create_student_by_copying_alternating_layers

from transformers import AutoConfig
from transformers.file_utils import cached_property
from transformers.testing_utils import require_torch


_A		:				List[Any]									=       '''sshleifer/bart-tiny-random'''
_A		:				Any									=       '''patrickvonplaten/t5-tiny-random'''



@require_torch
class        a					(			unittest.TestCase   ):





     @cached_property
     def  SCREAMING_SNAKE_CASE__       (    self					:				Union[str, Any]							):
        return AutoConfig.from_pretrained(SCREAMING_SNAKE_CASE_							)





     def  SCREAMING_SNAKE_CASE__       (    self					:				Any							):
        __lowerCamelCase:				str     =	create_student_by_copying_alternating_layers(SCREAMING_SNAKE_CASE_    ,	tempfile.mkdtemp()    ,	e=1    ,	d=1							)
        self.assertEqual(student.config.num_hidden_layers    ,	1							)





     def  SCREAMING_SNAKE_CASE__       (    self					:				Dict							):
        __lowerCamelCase:				int     =	create_student_by_copying_alternating_layers(SCREAMING_SNAKE_CASE_    ,	tempfile.mkdtemp()    ,	e=1    ,	d=SCREAMING_SNAKE_CASE_							)





     def  SCREAMING_SNAKE_CASE__       (    self					:				Union[str, Any]							):
        __lowerCamelCase:				Tuple     =	create_student_by_copying_alternating_layers(SCREAMING_SNAKE_CASE_    ,	tempfile.mkdtemp()    ,	e=1    ,	d=SCREAMING_SNAKE_CASE_							)
        self.assertEqual(student.config.encoder_layers    ,	1							)
        self.assertEqual(student.config.decoder_layers    ,	self.teacher_config.encoder_layers							)





     def  SCREAMING_SNAKE_CASE__       (    self					:				Union[str, Any]							):
        __lowerCamelCase:				str     =	create_student_by_copying_alternating_layers(SCREAMING_SNAKE_CASE_    ,	tempfile.mkdtemp()    ,	e=1    ,	d=1							)
        self.assertEqual(student.config.encoder_layers    ,	1							)
        self.assertEqual(student.config.decoder_layers    ,	1							)







     def  SCREAMING_SNAKE_CASE__       (    self					:				List[Any]							):
        with self.assertRaises(SCREAMING_SNAKE_CASE_							):
           create_student_by_copying_alternating_layers(SCREAMING_SNAKE_CASE_    ,	tempfile.mkdtemp()    ,	e=SCREAMING_SNAKE_CASE_    ,	d=SCREAMING_SNAKE_CASE_							)






import math



def     __lowerCAmelCase						(							snake_case	:    int )       ->							bool:
   __lowerCamelCase:				Dict     =	math.loga(math.sqrt(4 * positive_integer + 1 ) / 2 + 1 / 2 )

   return exponent == int(snake_case )



def     __lowerCAmelCase						(							snake_case	:    float = 1 / 12345 )       ->							int:
   __lowerCamelCase:				str     =	0
   __lowerCamelCase:				Optional[Any]     =	0

   __lowerCamelCase:				str     =	3
   while True:
      __lowerCamelCase:				int     =	(integer**2 - 1) / 4
      # if candidate is an integer, then there is a partition for k
      if partition_candidate == int(snake_case ):
         __lowerCamelCase:				Union[str, Any]     =	int(snake_case )
         total_partitions += 1
         if check_partition_perfect(snake_case ):
            perfect_partitions += 1
      if perfect_partitions > 0:
         if perfect_partitions / total_partitions < max_proportion:
            return int(snake_case )
      integer += 1


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


