

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        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    DownBlockaD  # noqa F405
       lowercase_						=    """down"""

       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    ResnetDownsampleBlockaD  # noqa F405
       lowercase_						=    """down"""

       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    AttnDownBlockaD  # noqa F405
       lowercase_						=    """down"""

       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    CrossAttnDownBlockaD  # noqa F405
       lowercase_						=    """down"""

       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             __A    ,		__A    =super().prepare_init_args_and_inputs_for_common()
             __A    =3_2
             return init_dict, inputs_dict


       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    SimpleCrossAttnDownBlockaD  # noqa F405
       lowercase_						=    """down"""

       @property
       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             return super().get_dummy_input(include_encoder_hidden_states=lowercase__     )

       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             __A    ,		__A    =super().prepare_init_args_and_inputs_for_common()
             __A    =3_2
             return init_dict, inputs_dict


       @unittest.skipIf(torch_device == '''mps''' ,   '''MPS result is not consistent'''     )
       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    SkipDownBlockaD  # noqa F405
       lowercase_						=    """down"""

       @property
       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             return super().get_dummy_input(include_skip_sample=lowercase__     )


       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    AttnSkipDownBlockaD  # noqa F405
       lowercase_						=    """down"""

       @property
       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             return super().get_dummy_input(include_skip_sample=lowercase__     )


       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    DownEncoderBlockaD  # noqa F405
       lowercase_						=    """down"""

       @property
       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             return super().get_dummy_input(include_temb=lowercase__     )

       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             __A    ={
                 '''in_channels''': 3_2,
                 '''out_channels''': 3_2,
             }
             __A    =self.dummy_input
             return init_dict, inputs_dict


       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    AttnDownEncoderBlockaD  # noqa F405
       lowercase_						=    """down"""

       @property
       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             return super().get_dummy_input(include_temb=lowercase__     )

       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             __A    ={
                 '''in_channels''': 3_2,
                 '''out_channels''': 3_2,
             }
             __A    =self.dummy_input
             return init_dict, inputs_dict


       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    UNetMidBlockaD  # noqa F405
       lowercase_						=    """mid"""

       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             __A    ={
                 '''in_channels''': 3_2,
                 '''temb_channels''': 1_2_8,
             }
             __A    =self.dummy_input
             return init_dict, inputs_dict


       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    UNetMidBlockaDCrossAttn  # noqa F405
       lowercase_						=    """mid"""

       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             __A    ,		__A    =super().prepare_init_args_and_inputs_for_common()
             __A    =3_2
             return init_dict, inputs_dict


       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    UNetMidBlockaDSimpleCrossAttn  # noqa F405
       lowercase_						=    """mid"""

       @property
       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             return super().get_dummy_input(include_encoder_hidden_states=lowercase__     )

       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             __A    ,		__A    =super().prepare_init_args_and_inputs_for_common()
             __A    =3_2
             return init_dict, inputs_dict


       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    UpBlockaD  # noqa F405
       lowercase_						=    """up"""

       @property
       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             return super().get_dummy_input(include_res_hidden_states_tuple=lowercase__     )


       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    ResnetUpsampleBlockaD  # noqa F405
       lowercase_						=    """up"""

       @property
       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             return super().get_dummy_input(include_res_hidden_states_tuple=lowercase__     )


       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    CrossAttnUpBlockaD  # noqa F405
       lowercase_						=    """up"""

       @property
       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             return super().get_dummy_input(include_res_hidden_states_tuple=lowercase__     )

       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             __A    ,		__A    =super().prepare_init_args_and_inputs_for_common()
             __A    =3_2
             return init_dict, inputs_dict


       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    SimpleCrossAttnUpBlockaD  # noqa F405
       lowercase_						=    """up"""

       @property
       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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

       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             __A    ,		__A    =super().prepare_init_args_and_inputs_for_common()
             __A    =3_2
             return init_dict, inputs_dict


       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    AttnUpBlockaD  # noqa F405
       lowercase_						=    """up"""

       @property
       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             return super().get_dummy_input(include_res_hidden_states_tuple=lowercase__     )


       @unittest.skipIf(torch_device == '''mps''' ,   '''MPS result is not consistent'''     )
       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    SkipUpBlockaD  # noqa F405
       lowercase_						=    """up"""

       @property
       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             return super().get_dummy_input(include_res_hidden_states_tuple=lowercase__     )


       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    AttnSkipUpBlockaD  # noqa F405
       lowercase_						=    """up"""

       @property
       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             return super().get_dummy_input(include_res_hidden_states_tuple=lowercase__     )


       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    UpDecoderBlockaD  # noqa F405
       lowercase_						=    """up"""

       @property
       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             return super().get_dummy_input(include_temb=lowercase__     )

       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             __A    ={'''in_channels''': 3_2, '''out_channels''': 3_2}

             __A    =self.dummy_input
             return init_dict, inputs_dict


       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





class        lowerCAmelCase__  (					__magic_name__				,							unittest.TestCase			):



       '''simple docstring'''







       lowercase_						=    AttnUpDecoderBlockaD  # noqa F405
       lowercase_						=    """up"""

       @property
       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             return super().get_dummy_input(include_temb=lowercase__     )

       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



             __A    ={'''in_channels''': 3_2, '''out_channels''': 3_2}

             __A    =self.dummy_input
             return init_dict, inputs_dict


       def     __UpperCamelCase     (							self     ):







             '''simple docstring'''



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





# Copyright 2023 The HuggingFace Inc. 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.
import re

from ..utils import cached_file


# docstyle-ignore
_lowerCamelCase      :					Optional[int]					    =      '''
Human: <<task>>

Assistant: '''


_lowerCamelCase      :					str					    =      '''huggingface-tools/default-prompts'''
_lowerCamelCase      :					Optional[int]					    =      {'''chat''': '''chat_prompt_template.txt''', '''run''': '''run_prompt_template.txt'''}





def      A__					(			__A  :						Dict     ,				__A  :						Dict     ,				__A  :						Optional[Any]="run"			)					->Any:
      if prompt_or_repo_id is None:
            __A    =DEFAULT_PROMPTS_REPO

      # prompt is considered a repo ID when it does not contain any kind of space
      if re.search('''\\s'''     ,				__A			) is not None:
            return prompt_or_repo_id

      __A    =cached_file(
          __A     ,				PROMPT_FILES[mode]     ,				repo_type='''dataset'''     ,				user_agent={'''agent''': agent_name}			)
      with open(__A     ,				'''r'''     ,				encoding='''utf-8'''			) as f:
            return f.read()


