






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


SCREAMING_SNAKE_CASE 							=						logging.get_logger(__name__)

SCREAMING_SNAKE_CASE 							=						{
    'microsoft/cvt-13': 'https://huggingface.co/microsoft/cvt-13/resolve/main/config.json',
    # See all Cvt models at https://huggingface.co/models?filter=cvt
}
class 							lowercase    (						_UpperCAmelCase			):






 '''simple docstring'''




 _SCREAMING_SNAKE_CASE							:			List[Any] =					"cvt"


 def __init__(	self							,  _A=3							,  _A=[7, 3, 3]							,  _A=[4, 2, 2]							,  _A=[2, 1, 1]							,  _A=[64, 192, 384]							,  _A=[1, 3, 6]							,  _A=[1, 2, 10]							,  _A=[4.0, 4.0, 4.0]							,  _A=[0.0, 0.0, 0.0]							,  _A=[0.0, 0.0, 0.0]							,  _A=[0.0, 0.0, 0.1]							,  _A=[True, True, True]							,  _A=[False, False, True]							,  _A=["dw_bn", "dw_bn", "dw_bn"]							,  _A=[3, 3, 3]							,  _A=[1, 1, 1]							,  _A=[2, 2, 2]							,  _A=[1, 1, 1]							,  _A=[1, 1, 1]							,  _A=0.02							,  _A=1e-12							,  **_A							,  ) ->		Union[str, Any]:

     """simple docstring"""



     super().__init__(**lowercase__)
     _UpperCAmelCase				:      List[str]			  =				num_channels
     _UpperCAmelCase				:      List[Any]			  =				patch_sizes
     _UpperCAmelCase				:      List[Any]			  =				patch_stride
     _UpperCAmelCase				:      Dict			  =				patch_padding
     _UpperCAmelCase				:      Tuple			  =				embed_dim
     _UpperCAmelCase				:      Tuple			  =				num_heads
     _UpperCAmelCase				:      str			  =				depth
     _UpperCAmelCase				:      str			  =				mlp_ratio
     _UpperCAmelCase				:      str			  =				attention_drop_rate
     _UpperCAmelCase				:      Optional[int]			  =				drop_rate
     _UpperCAmelCase				:      Optional[int]			  =				drop_path_rate
     _UpperCAmelCase				:      List[str]			  =				qkv_bias
     _UpperCAmelCase				:      Any			  =				cls_token
     _UpperCAmelCase				:      Tuple			  =				qkv_projection_method
     _UpperCAmelCase				:      Dict			  =				kernel_qkv
     _UpperCAmelCase				:      Dict			  =				padding_kv
     _UpperCAmelCase				:      Optional[Any]			  =				stride_kv
     _UpperCAmelCase				:      Optional[int]			  =				padding_q
     _UpperCAmelCase				:      Tuple			  =				stride_q
     _UpperCAmelCase				:      str			  =				initializer_range
     _UpperCAmelCase				:      Dict			  =				layer_norm_eps












import unittest

from knapsack import knapsack as k
class 							A_    (						unittest.TestCase			):






 '''simple docstring'''




 def  snake_case__				(	self) ->		Dict:

     """simple docstring"""



     _UpperCAmelCase				:      Optional[int]			  =				0
     _UpperCAmelCase				:      List[Any]			  =				[0]
     _UpperCAmelCase				:      Optional[Any]			  =				[0]
     _UpperCAmelCase				:      Optional[int]			  =				len(_A)
     self.assertEqual(k.knapsack(_A							,  _A							,  _A							,  _A)							,  0)

     _UpperCAmelCase				:      Optional[int]			  =				[60]
     _UpperCAmelCase				:      List[str]			  =				[10]
     _UpperCAmelCase				:      str			  =				len(_A)
     self.assertEqual(k.knapsack(_A							,  _A							,  _A							,  _A)							,  0)


 def  snake_case__				(	self) ->		Union[str, Any]:

     """simple docstring"""



     _UpperCAmelCase				:      Any			  =				3
     _UpperCAmelCase				:      int			  =				[1, 2, 3]
     _UpperCAmelCase				:      List[str]			  =				[3, 2, 1]
     _UpperCAmelCase				:      Union[str, Any]			  =				len(_A)
     self.assertEqual(k.knapsack(_A							,  _A							,  _A							,  _A)							,  5)


 def  snake_case__				(	self) ->		Tuple:

     """simple docstring"""



     _UpperCAmelCase				:      List[str]			  =				50
     _UpperCAmelCase				:      Tuple			  =				[60, 100, 120]
     _UpperCAmelCase				:      Optional[int]			  =				[10, 20, 30]
     _UpperCAmelCase				:      Optional[Any]			  =				len(_A)
     self.assertEqual(k.knapsack(_A							,  _A							,  _A							,  _A)							,  220)


if __name__ == "__main__":
  unittest.main()




