




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 							__SCREAMING_SNAKE_CASE				(						lowerCamelCase    ):
					_lowerCamelCase						    =					"""mobilevitv2"""

					def __init__(							self					,			__lowercase=3					,			__lowercase=256					,			__lowercase=2					,			__lowercase=2.0					,			__lowercase="swish"					,			__lowercase=3					,			__lowercase=32					,			__lowercase=0.1					,			__lowercase=0.02					,			__lowercase=1E-5					,			__lowercase=512					,			__lowercase=[6, 12, 18]					,			__lowercase=0.1					,			__lowercase=255					,			__lowercase=[2, 4, 3]					,			__lowercase=[128, 192, 256]					,			__lowercase=1.0					,			__lowercase=2					,			__lowercase=0.0					,			__lowercase=0.0					,			**__lowercase					,			):







						'''simple docstring'''




						super().__init__(**__lowercase   )

						lowerCamelCase_				:						Union[str, Any]				  =				num_channels
						lowerCamelCase_				:						Any				  =				image_size
						lowerCamelCase_				:						Union[str, Any]				  =				patch_size
						lowerCamelCase_				:						str				  =				expand_ratio
						lowerCamelCase_				:						Any				  =				hidden_act
						lowerCamelCase_				:						int				  =				conv_kernel_size
						lowerCamelCase_				:						int				  =				output_stride
						lowerCamelCase_				:						Any				  =				initializer_range
						lowerCamelCase_				:						str				  =				layer_norm_eps
						lowerCamelCase_				:						List[str]				  =				n_attn_blocks
						lowerCamelCase_				:						Any				  =				base_attn_unit_dims
						lowerCamelCase_				:						List[str]				  =				width_multiplier
						lowerCamelCase_				:						Tuple				  =				ffn_multiplier
						lowerCamelCase_				:						List[Any]				  =				ffn_dropout
						lowerCamelCase_				:						List[Any]				  =				attn_dropout
						lowerCamelCase_				:						Dict				  =				classifier_dropout_prob

						# decode head attributes for semantic segmentation
						lowerCamelCase_				:						Tuple				  =				aspp_out_channels
						lowerCamelCase_				:						Dict				  =				atrous_rates
						lowerCamelCase_				:						Optional[Any]				  =				aspp_dropout_prob
						lowerCamelCase_				:						Tuple				  =				semantic_loss_ignore_index


class 							__SCREAMING_SNAKE_CASE				(						lowerCamelCase    ):
					_lowerCamelCase						    =					version.parse("""1.11"""    )

					@property
					def       lowercase_				(							self   ):







						'''simple docstring'''




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

					@property
					def       lowercase_				(							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       lowercase_				(							self   ):







						'''simple docstring'''




						return 1E-4






import requests

try:
							from django.contrib.auth import authenticate, login
							from django.shortcuts import redirect, render
except ImportError:
							UpperCamelCase__						=		UpperCamelCase__						=		UpperCamelCase__						=		UpperCamelCase__						=		print






def    snake_case   (				A     )				->				List[str]:




	'''simple docstring'''


	lowerCamelCase_				:						Optional[int]				  =				'secretKey'
	lowerCamelCase_				:						str				  =				'https://www.google.com/recaptcha/api/siteverify'

	# when method is not POST, direct user to login page
	if request.method != "POST":
		return render(A		,  'login.html'     )

	# from the frontend, get username, password, and client_key
	lowerCamelCase_				:						int				  =				request.POST.get('username'     )
	lowerCamelCase_				:						str				  =				request.POST.get('password'     )
	lowerCamelCase_				:						List[Any]				  =				request.POST.get('g-recaptcha-response'     )

	# post recaptcha response to Google's recaptcha api
	lowerCamelCase_				:						Union[str, Any]				  =				requests.post(A		,  data={'secret': secret_key, 'response': client_key}     )
	# if the recaptcha api verified our keys
	if response.json().get('success'		,  A     ):
		# authenticate the user
		lowerCamelCase_				:						int				  =				authenticate(A		,  username=A		,  password=A     )
		if user_in_database:
			login(A		,  A     )
			return redirect('/your-webpage'     )
	return render(A		,  'login.html'     )
