






'''simple docstring'''



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 UpperCAmelCase_       (     _a					):




      """simple docstring"""




      UpperCamelCase_             =      '''cvt'''






      def __init__(			self      :		Tuple  ,   UpperCAmelCase      :		Union[str, Any]=3  ,   UpperCAmelCase      :		Optional[int]=[7, 3, 3]  ,   UpperCAmelCase      :		str=[4, 2, 2]  ,   UpperCAmelCase      :		Tuple=[2, 1, 1]  ,   UpperCAmelCase      :		Dict=[64, 192, 384]  ,   UpperCAmelCase      :		Optional[Any]=[1, 3, 6]  ,   UpperCAmelCase      :		List[Any]=[1, 2, 10]  ,   UpperCAmelCase      :		Union[str, Any]=[4.0, 4.0, 4.0]  ,   UpperCAmelCase      :		Any=[0.0, 0.0, 0.0]  ,   UpperCAmelCase      :		Optional[int]=[0.0, 0.0, 0.0]  ,   UpperCAmelCase      :		Union[str, Any]=[0.0, 0.0, 0.1]  ,   UpperCAmelCase      :		List[Any]=[True, True, True]  ,   UpperCAmelCase      :		Optional[int]=[False, False, True]  ,   UpperCAmelCase      :		Optional[Any]=["dw_bn", "dw_bn", "dw_bn"]  ,   UpperCAmelCase      :		List[str]=[3, 3, 3]  ,   UpperCAmelCase      :		List[str]=[1, 1, 1]  ,   UpperCAmelCase      :		List[str]=[2, 2, 2]  ,   UpperCAmelCase      :		Optional[int]=[1, 1, 1]  ,   UpperCAmelCase      :		Optional[Any]=[1, 1, 1]  ,   UpperCAmelCase      :		Union[str, Any]=0.0_2  ,   UpperCAmelCase      :		Optional[int]=1e-12  ,   **UpperCAmelCase      :		Dict  ,   )	->	Union[str, Any]:


       '''simple docstring'''

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








'''simple docstring'''





import importlib
import shutil
import threading
import warnings
from typing import List

import fsspec
import fsspec.asyn

from . import compression
from .hffilesystem import HfFileSystem


__a  			=						importlib.util.find_spec("s3fs") is not None

if _has_safs:
       from .safilesystem import SaFileSystem  # noqa: F401

__a  			=						[
    compression.BzaFileSystem,
    compression.GzipFileSystem,
    compression.LzaFileSystem,
    compression.XzFileSystem,
    compression.ZstdFileSystem,
]

# Register custom filesystems
for fs_class in COMPRESSION_FILESYSTEMS + [HfFileSystem]:
       if fs_class.protocol in fsspec.registry and fsspec.registry[fs_class.protocol] is not fs_class:
              warnings.warn(F"A filesystem protocol was already set for {fs_class.protocol} and will be overwritten.")
       fsspec.register_implementation(fs_class.protocol, fs_class, clobber=True)





def 		__snake_case(							_lowerCAmelCase						)						->					str:
      if "://" in dataset_path:
            snake_case__    :       Tuple       		= dataset_path.split("""://"""						)[1]
      return dataset_path





def 		__snake_case(							_lowerCAmelCase						)						->					bool:
      if fs is not None and fs.protocol != "file":
            return True
      else:
            return False





def 		__snake_case(							_lowerCAmelCase	,  _lowerCAmelCase	,  _lowerCAmelCase						)						->					Optional[int]:
      snake_case__    :       int       		= not is_remote_filesystem(_lowerCAmelCase						)
      if is_local:
            # LocalFileSystem.mv does copy + rm, it is more efficient to simply move a local directory
            shutil.move(fs._strip_protocol(_lowerCAmelCase						)	,  fs._strip_protocol(_lowerCAmelCase						)						)
      else:
            fs.mv(_lowerCAmelCase	,  _lowerCAmelCase	,  recursive=_lowerCAmelCase						)





def 		__snake_case(							)						->					None:
      if hasattr(fsspec.asyn	,  """reset_lock"""						):
            # for future fsspec>2022.05.0
            fsspec.asyn.reset_lock()
      else:
            snake_case__    :       Dict       		= None
            snake_case__    :       List[str]       		= None
            snake_case__    :       Union[str, Any]       		= threading.Lock()
