




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 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   DownBlockaD  # noqa F405
						lowerCAmelCase_     		=   '''down'''






						def        snake_case__						(						self							:     Union[str, Any]						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   ResnetDownsampleBlockaD  # noqa F405
						lowerCAmelCase_     		=   '''down'''






						def        snake_case__						(						self							:     Optional[int]						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   AttnDownBlockaD  # noqa F405
						lowerCAmelCase_     		=   '''down'''






						def        snake_case__						(						self							:     List[str]						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   CrossAttnDownBlockaD  # noqa F405
						lowerCAmelCase_     		=   '''down'''






						def        snake_case__						(						self							:     Dict						):






							"""simple docstring"""






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






						def        snake_case__						(						self							:     str						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   SimpleCrossAttnDownBlockaD  # noqa F405
						lowerCAmelCase_     		=   '''down'''






						@property
						def        snake_case__						(						self							:     List[Any]						):






							"""simple docstring"""






							return super().get_dummy_input(include_encoder_hidden_states=__lowercase						)






						def        snake_case__						(						self							:     Optional[Any]						):






							"""simple docstring"""






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






						@unittest.skipIf(torch_device == "mps"       ,	"MPS result is not consistent"						)
						def        snake_case__						(						self							:     Optional[int]						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   SkipDownBlockaD  # noqa F405
						lowerCAmelCase_     		=   '''down'''






						@property
						def        snake_case__						(						self							:     List[str]						):






							"""simple docstring"""






							return super().get_dummy_input(include_skip_sample=__lowercase						)






						def        snake_case__						(						self							:     Optional[int]						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   AttnSkipDownBlockaD  # noqa F405
						lowerCAmelCase_     		=   '''down'''






						@property
						def        snake_case__						(						self							:     List[str]						):






							"""simple docstring"""






							return super().get_dummy_input(include_skip_sample=__lowercase						)






						def        snake_case__						(						self							:     List[Any]						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   DownEncoderBlockaD  # noqa F405
						lowerCAmelCase_     		=   '''down'''






						@property
						def        snake_case__						(						self							:     Union[str, Any]						):






							"""simple docstring"""






							return super().get_dummy_input(include_temb=__lowercase						)






						def        snake_case__						(						self							:     Any						):






							"""simple docstring"""






							snake_case_		    =     {
							    "in_channels": 32,
							    "out_channels": 32,
							}
							snake_case_		    =     self.dummy_input
							return init_dict, inputs_dict






						def        snake_case__						(						self							:     int						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   AttnDownEncoderBlockaD  # noqa F405
						lowerCAmelCase_     		=   '''down'''






						@property
						def        snake_case__						(						self							:     str						):






							"""simple docstring"""






							return super().get_dummy_input(include_temb=__lowercase						)






						def        snake_case__						(						self							:     Optional[int]						):






							"""simple docstring"""






							snake_case_		    =     {
							    "in_channels": 32,
							    "out_channels": 32,
							}
							snake_case_		    =     self.dummy_input
							return init_dict, inputs_dict






						def        snake_case__						(						self							:     List[Any]						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   UNetMidBlockaD  # noqa F405
						lowerCAmelCase_     		=   '''mid'''






						def        snake_case__						(						self							:     Tuple						):






							"""simple docstring"""






							snake_case_		    =     {
							    "in_channels": 32,
							    "temb_channels": 1_28,
							}
							snake_case_		    =     self.dummy_input
							return init_dict, inputs_dict






						def        snake_case__						(						self							:     int						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   UNetMidBlockaDCrossAttn  # noqa F405
						lowerCAmelCase_     		=   '''mid'''






						def        snake_case__						(						self							:     Optional[Any]						):






							"""simple docstring"""






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






						def        snake_case__						(						self							:     Union[str, Any]						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   UNetMidBlockaDSimpleCrossAttn  # noqa F405
						lowerCAmelCase_     		=   '''mid'''






						@property
						def        snake_case__						(						self							:     List[Any]						):






							"""simple docstring"""






							return super().get_dummy_input(include_encoder_hidden_states=__lowercase						)






						def        snake_case__						(						self							:     Optional[int]						):






							"""simple docstring"""






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






						def        snake_case__						(						self							:     int						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   UpBlockaD  # noqa F405
						lowerCAmelCase_     		=   '''up'''






						@property
						def        snake_case__						(						self							:     int						):






							"""simple docstring"""






							return super().get_dummy_input(include_res_hidden_states_tuple=__lowercase						)






						def        snake_case__						(						self							:     List[Any]						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   ResnetUpsampleBlockaD  # noqa F405
						lowerCAmelCase_     		=   '''up'''






						@property
						def        snake_case__						(						self							:     str						):






							"""simple docstring"""






							return super().get_dummy_input(include_res_hidden_states_tuple=__lowercase						)






						def        snake_case__						(						self							:     Optional[Any]						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   CrossAttnUpBlockaD  # noqa F405
						lowerCAmelCase_     		=   '''up'''






						@property
						def        snake_case__						(						self							:     Any						):






							"""simple docstring"""






							return super().get_dummy_input(include_res_hidden_states_tuple=__lowercase						)






						def        snake_case__						(						self							:     Tuple						):






							"""simple docstring"""






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






						def        snake_case__						(						self							:     Optional[Any]						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   SimpleCrossAttnUpBlockaD  # noqa F405
						lowerCAmelCase_     		=   '''up'''






						@property
						def        snake_case__						(						self							:     Optional[Any]						):






							"""simple docstring"""






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






						def        snake_case__						(						self							:     Union[str, Any]						):






							"""simple docstring"""






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






						def        snake_case__						(						self							:     Optional[int]						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   AttnUpBlockaD  # noqa F405
						lowerCAmelCase_     		=   '''up'''






						@property
						def        snake_case__						(						self							:     List[Any]						):






							"""simple docstring"""






							return super().get_dummy_input(include_res_hidden_states_tuple=__lowercase						)






						@unittest.skipIf(torch_device == "mps"       ,	"MPS result is not consistent"						)
						def        snake_case__						(						self							:     Union[str, Any]						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   SkipUpBlockaD  # noqa F405
						lowerCAmelCase_     		=   '''up'''






						@property
						def        snake_case__						(						self							:     Optional[Any]						):






							"""simple docstring"""






							return super().get_dummy_input(include_res_hidden_states_tuple=__lowercase						)






						def        snake_case__						(						self							:     Dict						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   AttnSkipUpBlockaD  # noqa F405
						lowerCAmelCase_     		=   '''up'''






						@property
						def        snake_case__						(						self							:     Optional[Any]						):






							"""simple docstring"""






							return super().get_dummy_input(include_res_hidden_states_tuple=__lowercase						)






						def        snake_case__						(						self							:     List[str]						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   UpDecoderBlockaD  # noqa F405
						lowerCAmelCase_     		=   '''up'''






						@property
						def        snake_case__						(						self							:     Union[str, Any]						):






							"""simple docstring"""






							return super().get_dummy_input(include_temb=__lowercase						)






						def        snake_case__						(						self							:     Optional[Any]						):






							"""simple docstring"""






							snake_case_		    =     {"in_channels": 32, "out_channels": 32}

							snake_case_		    =     self.dummy_input
							return init_dict, inputs_dict






						def        snake_case__						(						self							:     Tuple						):






							"""simple docstring"""






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







class 		UpperCAmelCase   (				UpperCAmelCase__       ,   unittest.TestCase			):







						'''simple docstring'''





						lowerCAmelCase_     		=   AttnUpDecoderBlockaD  # noqa F405
						lowerCAmelCase_     		=   '''up'''






						@property
						def        snake_case__						(						self							:     str						):






							"""simple docstring"""






							return super().get_dummy_input(include_temb=__lowercase						)






						def        snake_case__						(						self							:     Tuple						):






							"""simple docstring"""






							snake_case_		    =     {"in_channels": 32, "out_channels": 32}

							snake_case_		    =     self.dummy_input
							return init_dict, inputs_dict






						def        snake_case__						(						self							:     str						):






							"""simple docstring"""






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






# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

from argparse import ArgumentParser

from accelerate.commands.config import get_config_parser
from accelerate.commands.env import env_command_parser
from accelerate.commands.launch import launch_command_parser
from accelerate.commands.test import test_command_parser
from accelerate.commands.tpu import tpu_command_parser


def 						lowerCamelCase__    (		):







	'''simple docstring'''





	snake_case_		    =     ArgumentParser("Accelerate CLI tool"     ,	usage="accelerate <command> [<args>]"     ,	allow_abbrev=_A							)
	snake_case_		    =     parser.add_subparsers(help="accelerate command helpers"							)

	# Register commands
	get_config_parser(subparsers=_A							)
	env_command_parser(subparsers=_A							)
	launch_command_parser(subparsers=_A							)
	tpu_command_parser(subparsers=_A							)
	test_command_parser(subparsers=_A							)

	# Let's go
	snake_case_		    =     parser.parse_args()

	if not hasattr(_A     ,	"func"							):
		parser.print_help()
		exit(1							)

	# Run
	args.func(_A							)


if __name__ == "__main__":
		main()
