


'''simple docstring'''



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	='sshleifer/bart-tiny-random'
__A	='patrickvonplaten/t5-tiny-random'


@require_torch
class 		_snake_case					(     unittest.TestCase	):




					@cached_property
					def 				snake_case__						(      self):
								return AutoConfig.from_pretrained(_lowerCamelCase)




					def 				snake_case__						(      self):
								UpperCAmelCase__  :					Any        =     create_student_by_copying_alternating_layers(_lowerCamelCase							,							tempfile.mkdtemp()							,							e=1							,							d=1)
								self.assertEqual(student.config.num_hidden_layers							,							1)




					def 				snake_case__						(      self):
								UpperCAmelCase__  :					List[str]        =     create_student_by_copying_alternating_layers(_lowerCamelCase							,							tempfile.mkdtemp()							,							e=1							,							d=_lowerCamelCase)




					def 				snake_case__						(      self):
								UpperCAmelCase__  :					Dict        =     create_student_by_copying_alternating_layers(_lowerCamelCase							,							tempfile.mkdtemp()							,							e=1							,							d=_lowerCamelCase)
								self.assertEqual(student.config.encoder_layers							,							1)
								self.assertEqual(student.config.decoder_layers							,							self.teacher_config.encoder_layers)




					def 				snake_case__						(      self):
								UpperCAmelCase__  :					List[str]        =     create_student_by_copying_alternating_layers(_lowerCamelCase							,							tempfile.mkdtemp()							,							e=1							,							d=1)
								self.assertEqual(student.config.encoder_layers							,							1)
								self.assertEqual(student.config.decoder_layers							,							1)




					def 				snake_case__						(      self):
								with self.assertRaises(_lowerCamelCase):
											create_student_by_copying_alternating_layers(_lowerCamelCase							,							tempfile.mkdtemp()							,							e=_lowerCamelCase							,							d=_lowerCamelCase)



'''simple docstring'''



import warnings
from functools import wraps
from typing import Callable







def     _UpperCamelCase      (		UpperCamelCase__					):

			@wraps(UpperCamelCase__					)
			def _inner_fn(*UpperCamelCase__ ,      **UpperCamelCase__					):
						warnings.warn(
						    (f'''\'{fn.__name__}\' is experimental and might be subject to breaking changes in the future.''') ,      UpperCamelCase__ ,      )
						return fn(*UpperCamelCase__ ,      **UpperCamelCase__					)

			return _inner_fn