

'''simple docstring'''

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


A_      =							logging.get_logger(__name__)

A_      =							{
    """MBZUAI/swiftformer-xs""": """https://huggingface.co/MBZUAI/swiftformer-xs/resolve/main/config.json""",
}





class 							_snake_case	(    snake_case__  ):
   _A    :       Any      				=   "swiftformer"
   def __init__(	self     : List[str]       ,SCREAMING_SNAKE_CASE__     : str=3       ,SCREAMING_SNAKE_CASE__     : str=[3, 3, 6, 4]       ,SCREAMING_SNAKE_CASE__     : str=[48, 56, 112, 220]       ,SCREAMING_SNAKE_CASE__     : Any=4       ,SCREAMING_SNAKE_CASE__     : Optional[int]=[True, True, True, True]       ,SCREAMING_SNAKE_CASE__     : Optional[int]="gelu"       ,SCREAMING_SNAKE_CASE__     : int=3       ,SCREAMING_SNAKE_CASE__     : str=2       ,SCREAMING_SNAKE_CASE__     : List[str]=1       ,SCREAMING_SNAKE_CASE__     : Union[str, Any]=0.0       ,SCREAMING_SNAKE_CASE__     : Dict=True       ,SCREAMING_SNAKE_CASE__     : Tuple=1e-5       ,SCREAMING_SNAKE_CASE__     : Tuple=1e-5       ,**SCREAMING_SNAKE_CASE__     : Union[str, Any]       ,):
     super().__init__(**SCREAMING_SNAKE_CASE__							)
     SCREAMING_SNAKE_CASE:List[str]   =   num_channels
     SCREAMING_SNAKE_CASE:List[Any]   =   depths
     SCREAMING_SNAKE_CASE:List[Any]   =   embed_dims
     SCREAMING_SNAKE_CASE:int   =   mlp_ratio
     SCREAMING_SNAKE_CASE:Any   =   downsamples
     SCREAMING_SNAKE_CASE:List[Any]   =   hidden_act
     SCREAMING_SNAKE_CASE:Optional[int]   =   down_patch_size
     SCREAMING_SNAKE_CASE:Tuple   =   down_stride
     SCREAMING_SNAKE_CASE:Dict   =   down_pad
     SCREAMING_SNAKE_CASE:List[str]   =   drop_path_rate
     SCREAMING_SNAKE_CASE:int   =   use_layer_scale
     SCREAMING_SNAKE_CASE:Union[str, Any]   =   layer_scale_init_value
     SCREAMING_SNAKE_CASE:List[str]   =   batch_norm_eps





class 							_snake_case	(    snake_case__  ):
   _A    :       List[Any]      				=   version.parse('''1.11'''  )
   @property
   def       __UpperCamelCase  (	self     : List[Any]							):
     return OrderedDict(
         [
             ("pixel_values", {0: "batch", 1: "num_channels", 2: "height", 3: "width"}),
         ]							)







   @property
   def       __UpperCamelCase  (	self     : int							):
     return 1e-4









'''simple docstring'''

import unittest
from pathlib import Path
from tempfile import TemporaryDirectory
from unittest.mock import Mock, patch

import diffusers.utils.hub_utils





class 							_snake_case	(    unittest.TestCase  ):
   @patch("diffusers.utils.hub_utils.get_full_repo_name"							)
   def       __UpperCamelCase  (	self     : List[str]       ,SCREAMING_SNAKE_CASE__     : Mock							):
     SCREAMING_SNAKE_CASE:Optional[Any]   =   "full_repo_name"
     with TemporaryDirectory() as tmpdir:
       # Dummy args values
       SCREAMING_SNAKE_CASE:int   =   Mock()
       SCREAMING_SNAKE_CASE:int   =   tmpdir
       SCREAMING_SNAKE_CASE:Optional[Any]   =   0
       SCREAMING_SNAKE_CASE:Union[str, Any]   =   "hub_token"
       SCREAMING_SNAKE_CASE:str   =   "dataset_name"
       SCREAMING_SNAKE_CASE:Tuple   =   0.01
       SCREAMING_SNAKE_CASE:str   =   100_000
       SCREAMING_SNAKE_CASE:Optional[Any]   =   10_000
       SCREAMING_SNAKE_CASE:List[Any]   =   0.01
       SCREAMING_SNAKE_CASE:Union[str, Any]   =   0.02
       SCREAMING_SNAKE_CASE:Optional[Any]   =   0.03
       SCREAMING_SNAKE_CASE:Tuple   =   0.0_005
       SCREAMING_SNAKE_CASE:List[str]   =   0.000_001
       SCREAMING_SNAKE_CASE:Optional[int]   =   1
       SCREAMING_SNAKE_CASE:Optional[int]   =   10
       SCREAMING_SNAKE_CASE:Any   =   0.001
       SCREAMING_SNAKE_CASE:Optional[int]   =   0.1
       SCREAMING_SNAKE_CASE:Union[str, Any]   =   0.2
       SCREAMING_SNAKE_CASE:Optional[Any]   =   True

       # Model card mush be rendered and saved
       diffusers.utils.hub_utils.create_model_card(SCREAMING_SNAKE_CASE__       ,model_name="model_name"							)
       self.assertTrue((Path(SCREAMING_SNAKE_CASE__							) / "README.md").is_file()							)






