



from collections import OrderedDict
from typing import List, Mapping

from packaging import version

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


__snake_case    :		Any  =logging.get_logger(__name__)

__snake_case    :		List[str]  ={
    'google/efficientnet-b7': 'https://huggingface.co/google/efficientnet-b7/resolve/main/config.json',
}



class 		lowerCamelCase__      (							__SCREAMING_SNAKE_CASE):




		'''simple docstring'''



		snake_case_     ="efficientnet"



		def __init__(self		,__lowerCamelCase = 3		,__lowerCamelCase = 6_00		,__lowerCamelCase = 2.0		,__lowerCamelCase = 3.1		,__lowerCamelCase = 8		,__lowerCamelCase = [3, 3, 5, 3, 5, 5, 3]		,__lowerCamelCase = [32, 16, 24, 40, 80, 1_12, 1_92]		,__lowerCamelCase = [16, 24, 40, 80, 1_12, 1_92, 3_20]		,__lowerCamelCase = []		,__lowerCamelCase = [1, 2, 2, 2, 1, 2, 1]		,__lowerCamelCase = [1, 2, 2, 3, 3, 4, 1]		,__lowerCamelCase = [1, 6, 6, 6, 6, 6, 6]		,__lowerCamelCase = 0.25		,__lowerCamelCase = "swish"		,__lowerCamelCase = 25_60		,__lowerCamelCase = "mean"		,__lowerCamelCase = 0.02		,__lowerCamelCase = 0.001		,__lowerCamelCase = 0.99		,__lowerCamelCase = 0.5		,__lowerCamelCase = 0.2		,**__lowerCamelCase		,)					->      int:

						"""simple docstring"""






						super().__init__(**_snake_case			)

						lowerCAmelCase__					:    Any												=					num_channels
						lowerCAmelCase__					:    Any												=					image_size
						lowerCAmelCase__					:    Any												=					width_coefficient
						lowerCAmelCase__					:    Any												=					depth_coefficient
						lowerCAmelCase__					:    Union[str, Any]												=					depth_divisor
						lowerCAmelCase__					:    Tuple												=					kernel_sizes
						lowerCAmelCase__					:    Tuple												=					in_channels
						lowerCAmelCase__					:    Any												=					out_channels
						lowerCAmelCase__					:    int												=					depthwise_padding
						lowerCAmelCase__					:    List[Any]												=					strides
						lowerCAmelCase__					:    Any												=					num_block_repeats
						lowerCAmelCase__					:    Optional[Any]												=					expand_ratios
						lowerCAmelCase__					:    str												=					squeeze_expansion_ratio
						lowerCAmelCase__					:    List[Any]												=					hidden_act
						lowerCAmelCase__					:    Optional[int]												=					hidden_dim
						lowerCAmelCase__					:    List[str]												=					pooling_type
						lowerCAmelCase__					:    int												=					initializer_range
						lowerCAmelCase__					:    List[str]												=					batch_norm_eps
						lowerCAmelCase__					:    Optional[int]												=					batch_norm_momentum
						lowerCAmelCase__					:    str												=					dropout_rate
						lowerCAmelCase__					:    List[Any]												=					drop_connect_rate
						lowerCAmelCase__					:    Optional[int]												=					sum(_snake_case			) * 4



class 		lowerCamelCase__      (							__SCREAMING_SNAKE_CASE):




		'''simple docstring'''



		snake_case_     =version.parse("""1.11""")



		@property
		def 		lowerCAmelCase__				(self			)					->      Tuple:

						"""simple docstring"""






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



		@property
		def 		lowerCAmelCase__				(self			)					->      Dict:

						"""simple docstring"""






						return 1e-5






def      lowerCAmelCase__		(   lowerCamelCase_		:		int = 1000000):





				'''simple docstring'''

				lowerCAmelCase__					:    int												=					set(range(3	,lowerCamelCase_	,2))
				primes.add(2)
				for p in range(3	,lowerCamelCase_	,2):
								if p not in primes:
												continue
								primes.difference_update(set(range(p * p	,lowerCamelCase_	,lowerCamelCase_)))

				lowerCAmelCase__					:    int												=					[float(lowerCamelCase_) for n in range(limit + 1)]

				for p in primes:
								for n in range(lowerCamelCase_	,limit + 1	,lowerCamelCase_):
												phi[n] *= 1 - 1 / p

				return int(sum(phi[2:]))


if __name__ == "__main__":
							print(f"""{solution() = }""")

