





"""simple docstring"""



from typing import List

from ...configuration_utils import PretrainedConfig
from ...utils import logging


a_					=     logging.get_logger(__name__)

a_					=     {
    """snap-research/efficientformer-l1-300""": (
        """https://huggingface.co/snap-research/efficientformer-l1-300/resolve/main/config.json"""
    ),
}






class 						__snake_case   (						SCREAMING_SNAKE_CASE__	):





 """simple docstring"""


 _lowerCamelCase								=	"""efficientformer"""

 def __init__(       self   ,		__lowerCamelCase = [3, 2, 6, 4]   ,		__lowerCamelCase = [48, 96, 224, 448]   ,		__lowerCamelCase = [True, True, True, True]   ,		__lowerCamelCase = 448   ,		__lowerCamelCase = 32   ,		__lowerCamelCase = 4   ,		__lowerCamelCase = 7   ,		__lowerCamelCase = 5   ,		__lowerCamelCase = 8   ,		__lowerCamelCase = 4   ,		__lowerCamelCase = 0.0   ,		__lowerCamelCase = 16   ,		__lowerCamelCase = 3   ,		__lowerCamelCase = 3   ,		__lowerCamelCase = 3   ,		__lowerCamelCase = 2   ,		__lowerCamelCase = 1   ,		__lowerCamelCase = 0.0   ,		__lowerCamelCase = 1   ,		__lowerCamelCase = True   ,		__lowerCamelCase = True   ,		__lowerCamelCase = 1e-5   ,		__lowerCamelCase = "gelu"   ,		__lowerCamelCase = 0.0_2   ,		__lowerCamelCase = 1e-1_2   ,		__lowerCamelCase = 224   ,		__lowerCamelCase = 1e-0_5   ,		**__lowerCamelCase   ,		):



     '''simple docstring'''




     super().__init__(**__lowerCamelCase    )

     __A       :		int							=	hidden_act
     __A       :		Tuple							=	hidden_dropout_prob
     __A       :		Optional[int]							=	hidden_sizes
     __A       :		List[str]							=	num_hidden_layers
     __A       :		Optional[Any]							=	num_attention_heads
     __A       :		List[Any]							=	initializer_range
     __A       :		List[str]							=	layer_norm_eps
     __A       :		str							=	patch_size
     __A       :		List[str]							=	num_channels
     __A       :		Union[str, Any]							=	depths
     __A       :		Optional[Any]							=	mlp_expansion_ratio
     __A       :		Any							=	downsamples
     __A       :		Tuple							=	dim
     __A       :		Optional[int]							=	key_dim
     __A       :		Tuple							=	attention_ratio
     __A       :		List[Any]							=	resolution
     __A       :		List[Any]							=	pool_size
     __A       :		List[Any]							=	downsample_patch_size
     __A       :		int							=	downsample_stride
     __A       :		str							=	downsample_pad
     __A       :		Union[str, Any]							=	drop_path_rate
     __A       :		Optional[int]							=	num_metaad_blocks
     __A       :		Optional[int]							=	distillation
     __A       :		Any							=	use_layer_scale
     __A       :		List[str]							=	layer_scale_init_value
     __A       :		Union[str, Any]							=	image_size
     __A       :		Dict							=	batch_norm_eps











"""simple docstring"""



from collections import namedtuple

import requests
from lxml import html  # type: ignore

a_					=     namedtuple("""covid_data""", """cases deaths recovered""")







def 						__lowercase	(  snake_case_    :    str = "https://www.worldometers.info/coronavirus/"		)  ->covid_data:



    '''simple docstring'''







    __A       :		List[str]							=	'''//div[@class = "maincounter-number"]/span/text()'''
    return covid_data(*html.fromstring(requests.get(snake_case_		).content		).xpath(snake_case_		)		)


a_					=     """Total COVID-19 cases in the world: {}
Total deaths due to COVID-19 in the world: {}
Total COVID-19 patients recovered in the world: {}"""




print(fmt.format(*covid_stats()))




