
from collections import OrderedDict
from typing import Mapping

from packaging import version

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


_A	  =					logging.get_logger(__name__)

_A	  =					{
    '''apple/mobilevitv2-1.0''': '''https://huggingface.co/apple/mobilevitv2-1.0/resolve/main/config.json''',
}

class 		lowercase_       (       __SCREAMING_SNAKE_CASE				):
 A__						:				List[str]         =    """mobilevitv2"""

 def __init__(      self     ,	__UpperCamelCase=3     ,	__UpperCamelCase=2_5_6     ,	__UpperCamelCase=2     ,	__UpperCamelCase=2.0     ,	__UpperCamelCase="swish"     ,	__UpperCamelCase=3     ,	__UpperCamelCase=3_2     ,	__UpperCamelCase=0.1     ,	__UpperCamelCase=0.02     ,	__UpperCamelCase=1e-5     ,	__UpperCamelCase=5_1_2     ,	__UpperCamelCase=[6, 1_2, 1_8]     ,	__UpperCamelCase=0.1     ,	__UpperCamelCase=2_5_5     ,	__UpperCamelCase=[2, 4, 3]     ,	__UpperCamelCase=[1_2_8, 1_9_2, 2_5_6]     ,	__UpperCamelCase=1.0     ,	__UpperCamelCase=2     ,	__UpperCamelCase=0.0     ,	__UpperCamelCase=0.0     ,	**__UpperCamelCase     ,	):




        """simple docstring"""


        super().__init__(**__UpperCamelCase     )

        UpperCamelCase_							       =       num_channels
        UpperCamelCase_							       =       image_size
        UpperCamelCase_							       =       patch_size
        UpperCamelCase_							       =       expand_ratio
        UpperCamelCase_							       =       hidden_act
        UpperCamelCase_							       =       conv_kernel_size
        UpperCamelCase_							       =       output_stride
        UpperCamelCase_							       =       initializer_range
        UpperCamelCase_							       =       layer_norm_eps
        UpperCamelCase_							       =       n_attn_blocks
        UpperCamelCase_							       =       base_attn_unit_dims
        UpperCamelCase_							       =       width_multiplier
        UpperCamelCase_							       =       ffn_multiplier
        UpperCamelCase_							       =       ffn_dropout
        UpperCamelCase_							       =       attn_dropout
        UpperCamelCase_							       =       classifier_dropout_prob

        # decode head attributes for semantic segmentation
        UpperCamelCase_							       =       aspp_out_channels
        UpperCamelCase_							       =       atrous_rates
        UpperCamelCase_							       =       aspp_dropout_prob
        UpperCamelCase_							       =       semantic_loss_ignore_index



class 		lowercase_       (       __SCREAMING_SNAKE_CASE				):
 A__						:				Dict         =    version.parse("""1.11"""				)

 @property
 def lowerCamelCase_				(      self     ):




        """simple docstring"""


        return OrderedDict([("""pixel_values""", {0: """batch""", 1: """num_channels""", 2: """height""", 3: """width"""})]     )

 @property
 def lowerCamelCase_				(      self     ):




        """simple docstring"""


        if self.task == "image-classification":
               return OrderedDict([("""logits""", {0: """batch"""})]     )
        else:
               return OrderedDict([("""last_hidden_state""", {0: """batch"""}), ("""pooler_output""", {0: """batch"""})]     )

 @property
 def lowerCamelCase_				(      self     ):




        """simple docstring"""


        return 1e-4





import hashlib
import importlib.util
import json
import os
import pathlib
from types import ModuleType

import pytest
import requests

_A	  =					pathlib.Path.cwd().joinpath('''project_euler''')
_A	  =					pathlib.Path.cwd().joinpath(
    '''scripts''', '''project_euler_answers.json'''
)

with open(PROJECT_EULER_ANSWERS_PATH) as file_handle:
      _A	  =					json.load(file_handle)




def 				lowerCamelCase__				(						a__  :  pathlib.Path     )		->	ModuleType:
       UpperCamelCase_							       =       importlib.util.spec_from_file_location(file_path.name	,      str(a__     )     )
       UpperCamelCase_							       =       importlib.util.module_from_spec(a__     )  # type: ignore
       spec.loader.exec_module(a__     )  # type: ignore
       return module




def 				lowerCamelCase__				(						)		->	list[pathlib.Path]:
       UpperCamelCase_							       =       []
       for problem_dir_path in PROJECT_EULER_DIR_PATH.iterdir():
              if problem_dir_path.is_file() or problem_dir_path.name.startswith("""_"""     ):
                     continue
              for file_path in problem_dir_path.iterdir():
                     if file_path.suffix != ".py" or file_path.name.startswith(("""_""", """test""")     ):
                            continue
                     solution_file_paths.append(a__     )
       return solution_file_paths




def 				lowerCamelCase__				(						)		->	str:
       with open(os.environ["""GITHUB_EVENT_PATH"""]     ) as file:
              UpperCamelCase_							       =       json.load(a__     )
       return event["pull_request"]["url"] + "/files"




def 				lowerCamelCase__				(						)		->	list[pathlib.Path]:
       UpperCamelCase_							       =       []
       UpperCamelCase_							       =       {
           """Accept""": """application/vnd.github.v3+json""",
           """Authorization""": """token """ + os.environ["""GITHUB_TOKEN"""],
       }
       UpperCamelCase_							       =       requests.get(get_files_url()	,      headers=a__     ).json()
       for file in files:
              UpperCamelCase_							       =       pathlib.Path.cwd().joinpath(file["""filename"""]     )
              if (
                  filepath.suffix != ".py"
                  or filepath.name.startswith(("""_""", """test""")     )
                  or not filepath.name.startswith("""sol"""     )
              ):
                     continue
              solution_file_paths.append(a__     )
       return solution_file_paths




def 				lowerCamelCase__				(						)		->	list[pathlib.Path]:
       if os.environ.get("""CI"""     ) and os.environ.get("""GITHUB_EVENT_NAME"""     ) == "pull_request":
              # Return only if there are any, otherwise default to all solutions
              if filepaths := added_solution_file_path():
                     return filepaths
       return all_solution_file_paths()







@pytest.mark.parametrize(
    """solution_path"""	,      collect_solution_file_paths()	,      ids=lambda a__     : f'''{path.parent.name}/{path.name}'''	,      )
def 				lowerCamelCase__				(						a__  :  pathlib.Path     )		->	None:
       UpperCamelCase_							       =       solution_path.parent.name[8:].zfill(3     )
       UpperCamelCase_							       =       PROBLEM_ANSWERS[problem_number]
       UpperCamelCase_							       =       convert_path_to_module(a__     )
       UpperCamelCase_							       =       str(solution_module.solution()     )  # type: ignore
       UpperCamelCase_							       =       hashlib.shaaaa(answer.encode()     ).hexdigest()
       assert (
           answer == expected
       ), f'''Expected solution to {problem_number} to have hash {expected}, got {answer}'''



