





def  SCREAMING_SNAKE_CASE				(      snake_case							)		->    Any:
		__lowercase											=     []
		__lowercase											=     set({'(', '[', '{'}							)
		__lowercase											=     set({')', ']', '}'}							)
		__lowercase											=     {'{': '}', '[': ']', '(': ')'}

		for i in range(len(snake_case							)							):
				if s[i] in open_brackets:
						stack.append(s[i]							)

				elif s[i] in closed_brackets and (
				    len(snake_case							) == 0 or (len(snake_case							) > 0 and open_to_closed[stack.pop()] != s[i])
				):
						return False

		return len(snake_case							) == 0



def  SCREAMING_SNAKE_CASE				(      )		->    Tuple:
		__lowercase											=     input('Enter sequence of brackets: '							)
		if is_balanced(snake_case							):
				print(snake_case						,   'is balanced'							)
		else:
				print(snake_case						,   'is not balanced'							)


if __name__ == "__main__":
		main()











import unittest

from diffusers.models.unet_ad_blocks import *  # noqa F403
from diffusers.utils import torch_device

from .test_unet_blocks_common import UNetBlockTesterMixin

class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		DownBlockaD  # noqa F405
	__UpperCamelCase   =		'''down'''




	def    UpperCAmelCase			(						self							:     Optional[Any]   )       -> Tuple:

			'''simple docstring'''




			__lowercase											=     [-0.0232, -0.9869, 0.8054, -0.0637, -0.1688, -1.4264, 0.4470, -1.3394, 0.0904]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		ResnetDownsampleBlockaD  # noqa F405
	__UpperCamelCase   =		'''down'''




	def    UpperCAmelCase			(						self							:     str   )       -> int:

			'''simple docstring'''




			__lowercase											=     [0.0710, 0.2410, -0.7320, -1.0757, -1.1343, 0.3540, -0.0133, -0.2576, 0.0948]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		AttnDownBlockaD  # noqa F405
	__UpperCamelCase   =		'''down'''




	def    UpperCAmelCase			(						self							:     Any   )       -> List[Any]:

			'''simple docstring'''




			__lowercase											=     [0.0636, 0.8964, -0.6234, -1.0131, 0.0844, 0.4935, 0.3437, 0.0911, -0.2957]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		CrossAttnDownBlockaD  # noqa F405
	__UpperCamelCase   =		'''down'''




	def    UpperCAmelCase			(						self							:     Optional[Any]   )       -> List[Any]:

			'''simple docstring'''




			__lowercase						,      __lowercase											=     super().prepare_init_args_and_inputs_for_common()
			__lowercase											=     32
			return init_dict, inputs_dict






	def    UpperCAmelCase			(						self							:     Any   )       -> int:

			'''simple docstring'''




			__lowercase											=     [0.2238, -0.7396, -0.2255, -0.3829, 0.1925, 1.1665, 0.0603, -0.7295, 0.1983]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		SimpleCrossAttnDownBlockaD  # noqa F405
	__UpperCamelCase   =		'''down'''




	@property
	def    UpperCAmelCase			(						self							:     List[Any]   )       -> Union[str, Any]:

			'''simple docstring'''




			return super().get_dummy_input(include_encoder_hidden_states=__lowerCamelCase   )




	def    UpperCAmelCase			(						self							:     List[Any]   )       -> List[str]:

			'''simple docstring'''




			__lowercase						,      __lowercase											=     super().prepare_init_args_and_inputs_for_common()
			__lowercase											=     32
			return init_dict, inputs_dict






	@unittest.skipIf(torch_device == 'mps'					,      'MPS result is not consistent'   )
	def    UpperCAmelCase			(						self							:     Dict   )       -> Optional[int]:

			'''simple docstring'''




			__lowercase											=     [0.7921, -0.0992, -0.1962, -0.7695, -0.4242, 0.7804, 0.4737, 0.2765, 0.3338]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		SkipDownBlockaD  # noqa F405
	__UpperCamelCase   =		'''down'''




	@property
	def    UpperCAmelCase			(						self							:     Optional[Any]   )       -> Any:

			'''simple docstring'''




			return super().get_dummy_input(include_skip_sample=__lowerCamelCase   )






	def    UpperCAmelCase			(						self							:     List[Any]   )       -> int:

			'''simple docstring'''




			__lowercase											=     [-0.0845, -0.2087, -0.2465, 0.0971, 0.1900, -0.0484, 0.2664, 0.4179, 0.5069]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		AttnSkipDownBlockaD  # noqa F405
	__UpperCamelCase   =		'''down'''




	@property
	def    UpperCAmelCase			(						self							:     Tuple   )       -> List[str]:

			'''simple docstring'''




			return super().get_dummy_input(include_skip_sample=__lowerCamelCase   )






	def    UpperCAmelCase			(						self							:     Tuple   )       -> Optional[Any]:

			'''simple docstring'''




			__lowercase											=     [0.5539, 0.1609, 0.4924, 0.0537, -0.1995, 0.4050, 0.0979, -0.2721, -0.0642]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		DownEncoderBlockaD  # noqa F405
	__UpperCamelCase   =		'''down'''




	@property
	def    UpperCAmelCase			(						self							:     Optional[Any]   )       -> Any:

			'''simple docstring'''




			return super().get_dummy_input(include_temb=__lowerCamelCase   )




	def    UpperCAmelCase			(						self							:     Union[str, Any]   )       -> int:

			'''simple docstring'''




			__lowercase											=     {
			    'in_channels': 32,
			    'out_channels': 32,
			}
			__lowercase											=     self.dummy_input
			return init_dict, inputs_dict






	def    UpperCAmelCase			(						self							:     str   )       -> Optional[int]:

			'''simple docstring'''




			__lowercase											=     [1.1102, 0.5302, 0.4872, -0.0023, -0.8042, 0.0483, -0.3489, -0.5632, 0.7626]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		AttnDownEncoderBlockaD  # noqa F405
	__UpperCamelCase   =		'''down'''




	@property
	def    UpperCAmelCase			(						self							:     int   )       -> str:

			'''simple docstring'''




			return super().get_dummy_input(include_temb=__lowerCamelCase   )




	def    UpperCAmelCase			(						self							:     str   )       -> Union[str, Any]:

			'''simple docstring'''




			__lowercase											=     {
			    'in_channels': 32,
			    'out_channels': 32,
			}
			__lowercase											=     self.dummy_input
			return init_dict, inputs_dict






	def    UpperCAmelCase			(						self							:     Tuple   )       -> Optional[int]:

			'''simple docstring'''




			__lowercase											=     [0.8966, -0.1486, 0.8568, 0.8141, -0.9046, -0.1342, -0.0972, -0.7417, 0.1538]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		UNetMidBlockaD  # noqa F405
	__UpperCamelCase   =		'''mid'''




	def    UpperCAmelCase			(						self							:     int   )       -> List[str]:

			'''simple docstring'''




			__lowercase											=     {
			    'in_channels': 32,
			    'temb_channels': 128,
			}
			__lowercase											=     self.dummy_input
			return init_dict, inputs_dict






	def    UpperCAmelCase			(						self							:     str   )       -> List[str]:

			'''simple docstring'''




			__lowercase											=     [-0.1062, 1.7248, 0.3494, 1.4569, -0.0910, -1.2421, -0.9984, 0.6736, 1.0028]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		UNetMidBlockaDCrossAttn  # noqa F405
	__UpperCamelCase   =		'''mid'''




	def    UpperCAmelCase			(						self							:     int   )       -> Tuple:

			'''simple docstring'''




			__lowercase						,      __lowercase											=     super().prepare_init_args_and_inputs_for_common()
			__lowercase											=     32
			return init_dict, inputs_dict






	def    UpperCAmelCase			(						self							:     Dict   )       -> List[Any]:

			'''simple docstring'''




			__lowercase											=     [0.0187, 2.4220, 0.4484, 1.1203, -0.6121, -1.5122, -0.8270, 0.7851, 1.8335]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		UNetMidBlockaDSimpleCrossAttn  # noqa F405
	__UpperCamelCase   =		'''mid'''




	@property
	def    UpperCAmelCase			(						self							:     str   )       -> Tuple:

			'''simple docstring'''




			return super().get_dummy_input(include_encoder_hidden_states=__lowerCamelCase   )




	def    UpperCAmelCase			(						self							:     Optional[int]   )       -> List[str]:

			'''simple docstring'''




			__lowercase						,      __lowercase											=     super().prepare_init_args_and_inputs_for_common()
			__lowercase											=     32
			return init_dict, inputs_dict






	def    UpperCAmelCase			(						self							:     Optional[int]   )       -> int:

			'''simple docstring'''




			__lowercase											=     [0.7143, 1.9974, 0.5448, 1.3977, 0.1282, -1.1237, -1.4238, 0.5530, 0.8880]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		UpBlockaD  # noqa F405
	__UpperCamelCase   =		'''up'''




	@property
	def    UpperCAmelCase			(						self							:     str   )       -> List[Any]:

			'''simple docstring'''




			return super().get_dummy_input(include_res_hidden_states_tuple=__lowerCamelCase   )






	def    UpperCAmelCase			(						self							:     Optional[Any]   )       -> str:

			'''simple docstring'''




			__lowercase											=     [-0.2041, -0.4165, -0.3022, 0.0041, -0.6628, -0.7053, 0.1928, -0.0325, 0.0523]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		ResnetUpsampleBlockaD  # noqa F405
	__UpperCamelCase   =		'''up'''




	@property
	def    UpperCAmelCase			(						self							:     int   )       -> Optional[Any]:

			'''simple docstring'''




			return super().get_dummy_input(include_res_hidden_states_tuple=__lowerCamelCase   )






	def    UpperCAmelCase			(						self							:     Union[str, Any]   )       -> Any:

			'''simple docstring'''




			__lowercase											=     [0.2287, 0.3549, -0.1346, 0.4797, -0.1715, -0.9649, 0.7305, -0.5864, -0.6244]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		CrossAttnUpBlockaD  # noqa F405
	__UpperCamelCase   =		'''up'''




	@property
	def    UpperCAmelCase			(						self							:     List[Any]   )       -> Tuple:

			'''simple docstring'''




			return super().get_dummy_input(include_res_hidden_states_tuple=__lowerCamelCase   )




	def    UpperCAmelCase			(						self							:     Any   )       -> Tuple:

			'''simple docstring'''




			__lowercase						,      __lowercase											=     super().prepare_init_args_and_inputs_for_common()
			__lowercase											=     32
			return init_dict, inputs_dict






	def    UpperCAmelCase			(						self							:     Dict   )       -> int:

			'''simple docstring'''




			__lowercase											=     [-0.1403, -0.3515, -0.0420, -0.1425, 0.3167, 0.5094, -0.2181, 0.5931, 0.5582]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		SimpleCrossAttnUpBlockaD  # noqa F405
	__UpperCamelCase   =		'''up'''




	@property
	def    UpperCAmelCase			(						self							:     Any   )       -> Optional[Any]:

			'''simple docstring'''




			return super().get_dummy_input(include_res_hidden_states_tuple=__lowerCamelCase					,      include_encoder_hidden_states=__lowerCamelCase   )




	def    UpperCAmelCase			(						self							:     Dict   )       -> Optional[Any]:

			'''simple docstring'''




			__lowercase						,      __lowercase											=     super().prepare_init_args_and_inputs_for_common()
			__lowercase											=     32
			return init_dict, inputs_dict






	def    UpperCAmelCase			(						self							:     Union[str, Any]   )       -> str:

			'''simple docstring'''




			__lowercase											=     [0.2645, 0.1480, 0.0909, 0.8044, -0.9758, -0.9083, 0.0994, -1.1453, -0.7402]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		AttnUpBlockaD  # noqa F405
	__UpperCamelCase   =		'''up'''




	@property
	def    UpperCAmelCase			(						self							:     Any   )       -> str:

			'''simple docstring'''




			return super().get_dummy_input(include_res_hidden_states_tuple=__lowerCamelCase   )






	@unittest.skipIf(torch_device == 'mps'					,      'MPS result is not consistent'   )
	def    UpperCAmelCase			(						self							:     int   )       -> str:

			'''simple docstring'''




			__lowercase											=     [0.0979, 0.1326, 0.0021, 0.0659, 0.2249, 0.0059, 0.1132, 0.5952, 0.1033]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		SkipUpBlockaD  # noqa F405
	__UpperCamelCase   =		'''up'''




	@property
	def    UpperCAmelCase			(						self							:     int   )       -> str:

			'''simple docstring'''




			return super().get_dummy_input(include_res_hidden_states_tuple=__lowerCamelCase   )






	def    UpperCAmelCase			(						self							:     List[Any]   )       -> Optional[int]:

			'''simple docstring'''




			__lowercase											=     [-0.0893, -0.1234, -0.1506, -0.0332, 0.0123, -0.0211, 0.0566, 0.0143, 0.0362]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		AttnSkipUpBlockaD  # noqa F405
	__UpperCamelCase   =		'''up'''




	@property
	def    UpperCAmelCase			(						self							:     int   )       -> Any:

			'''simple docstring'''




			return super().get_dummy_input(include_res_hidden_states_tuple=__lowerCamelCase   )






	def    UpperCAmelCase			(						self							:     str   )       -> List[Any]:

			'''simple docstring'''




			__lowercase											=     [0.0361, 0.0617, 0.2787, -0.0350, 0.0342, 0.3421, -0.0843, 0.0913, 0.3015]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		UpDecoderBlockaD  # noqa F405
	__UpperCamelCase   =		'''up'''




	@property
	def    UpperCAmelCase			(						self							:     Tuple   )       -> Any:

			'''simple docstring'''




			return super().get_dummy_input(include_temb=__lowerCamelCase   )




	def    UpperCAmelCase			(						self							:     Optional[int]   )       -> Optional[int]:

			'''simple docstring'''




			__lowercase											=     {'in_channels': 32, 'out_channels': 32}

			__lowercase											=     self.dummy_input
			return init_dict, inputs_dict






	def    UpperCAmelCase			(						self							:     Optional[Any]   )       -> Optional[Any]:

			'''simple docstring'''




			__lowercase											=     [0.4404, 0.1998, -0.9886, -0.3320, -0.3128, -0.7034, -0.6955, -0.2338, -0.3137]
			super().test_output(__lowerCamelCase   )





class 		snake_case_   (							UpperCAmelCase_     ,     unittest.TestCase						):







	'''simple docstring'''
	__UpperCamelCase   =		AttnUpDecoderBlockaD  # noqa F405
	__UpperCamelCase   =		'''up'''




	@property
	def    UpperCAmelCase			(						self							:     Any   )       -> Union[str, Any]:

			'''simple docstring'''




			return super().get_dummy_input(include_temb=__lowerCamelCase   )




	def    UpperCAmelCase			(						self							:     Dict   )       -> Dict:

			'''simple docstring'''




			__lowercase											=     {'in_channels': 32, 'out_channels': 32}

			__lowercase											=     self.dummy_input
			return init_dict, inputs_dict






	def    UpperCAmelCase			(						self							:     int   )       -> Optional[Any]:

			'''simple docstring'''




			__lowercase											=     [0.6738, 0.4491, 0.1055, 1.0710, 0.7316, 0.3339, 0.3352, 0.1023, 0.3568]
			super().test_output(__lowerCamelCase   )




