



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


UpperCamelCase_      			=  logging.get_logger(__name__)

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







class 				a_    (						_snake_case							):
						UpperCamelCase__ :		List[Any]										="mobilevitv2"

						def __init__(       self      :int  ,		_lowercase      :str=3  ,		_lowercase      :Any=256  ,		_lowercase      :str=2  ,		_lowercase      :Optional[Any]=2.0  ,		_lowercase      :List[str]="swish"  ,		_lowercase      :Tuple=3  ,		_lowercase      :Optional[int]=32  ,		_lowercase      :Tuple=0.1  ,		_lowercase      :Optional[int]=0.02  ,		_lowercase      :str=1E-5  ,		_lowercase      :Any=512  ,		_lowercase      :Optional[Any]=[6, 12, 18]  ,		_lowercase      :Any=0.1  ,		_lowercase      :str=255  ,		_lowercase      :List[Any]=[2, 4, 3]  ,		_lowercase      :Tuple=[128, 192, 256]  ,		_lowercase      :int=1.0  ,		_lowercase      :Dict=2  ,		_lowercase      :str=0.0  ,		_lowercase      :Optional[int]=0.0  ,		**_lowercase      :str  ,		)						->   Any:
												super().__init__(**_lowercase)

												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 				a_    (						_snake_case							):
						UpperCamelCase__ :		List[str]										=version.parse("1.11"							)

						@property
						def       __a			(       self      :int)						->   Mapping[str, Mapping[int, str]]:
												return OrderedDict([('''pixel_values''', {0: '''batch''', 1: '''num_channels''', 2: '''height''', 3: '''width'''})])

						@property
						def       __a			(       self      :int)						->   Mapping[str, Mapping[int, str]]:
												if self.task == "image-classification":
																		return OrderedDict([('''logits''', {0: '''batch'''})])
												else:
																		return OrderedDict([('''last_hidden_state''', {0: '''batch'''}), ('''pooler_output''', {0: '''batch'''})])




						@property
						def       __a			(       self      :int)						->   float:
												return 1E-4










import json

import requests

from .fetch_github_info import AUTHENTICATED_USER_ENDPOINT, fetch_github_info







def 							A     (						__UpperCAmelCase      )			->			Dict:



						'''simple docstring'''






						class 				a_    :

												def __init__(       self      :Optional[int]  ,		_lowercase      :Any)						->   None:
																		assert isinstance(_lowercase  ,		(bytes, str))
																		UpperCAmelCase_					=	content




												def       __a			(       self      :List[str])						->   Tuple:
																		return json.loads(self.content)

						def mock_response(*__UpperCAmelCase				,   **__UpperCAmelCase      ):
												assert args[0] == AUTHENTICATED_USER_ENDPOINT
												assert "Authorization" in kwargs["headers"]
												assert kwargs["headers"]["Authorization"].startswith('''token '''      )
												assert "Accept" in kwargs["headers"]
												return FakeResponse(b'''{"login":"test","id":1}'''      )

						monkeypatch.setattr(__UpperCAmelCase				,   '''get'''				,   __UpperCAmelCase      )
						UpperCAmelCase_					=	fetch_github_info('''token'''      )
						assert result["login"] == "test"
						assert result["id"] == 1





