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


_SCREAMING_SNAKE_CASE   		=			logging.get_logger(__name__)

_SCREAMING_SNAKE_CASE   		=			{
    "MBZUAI/swiftformer-xs": "https://huggingface.co/MBZUAI/swiftformer-xs/resolve/main/config.json",
}
class SCREAMING_SNAKE_CASE_		(			SCREAMING_SNAKE_CASE__		):
   __lowerCAmelCase											=							"""swiftformer"""







   def __init__(    self	:	Tuple      ,      lowerCamelCase_	:	List[str]=3      ,      lowerCamelCase_	:	List[Any]=[3, 3, 6, 4]      ,      lowerCamelCase_	:	str=[48, 56, 112, 220]      ,      lowerCamelCase_	:	Dict=4      ,      lowerCamelCase_	:	int=[True, True, True, True]      ,      lowerCamelCase_	:	Optional[Any]="gelu"      ,      lowerCamelCase_	:	Any=3      ,      lowerCamelCase_	:	Tuple=2      ,      lowerCamelCase_	:	Any=1      ,      lowerCamelCase_	:	str=0.0      ,      lowerCamelCase_	:	List[Any]=True      ,      lowerCamelCase_	:	List[Any]=1E-5      ,      lowerCamelCase_	:	List[str]=1E-5      ,      **lowerCamelCase_	:	Any      ,      ):





    """simple docstring"""


    super().__init__(**lowerCamelCase_							)
    UpperCamelCase      =			num_channels
    UpperCamelCase      =			depths
    UpperCamelCase      =			embed_dims
    UpperCamelCase      =			mlp_ratio
    UpperCamelCase      =			downsamples
    UpperCamelCase      =			hidden_act
    UpperCamelCase      =			down_patch_size
    UpperCamelCase      =			down_stride
    UpperCamelCase      =			down_pad
    UpperCamelCase      =			drop_path_rate
    UpperCamelCase      =			use_layer_scale
    UpperCamelCase      =			layer_scale_init_value
    UpperCamelCase      =			batch_norm_eps





class SCREAMING_SNAKE_CASE_		(			SCREAMING_SNAKE_CASE__		):
   __lowerCAmelCase											=							version.parse("""1.11"""		)







   @property
   def 	lowerCamelCase_  (    self	:	Dict							):





    """simple docstring"""


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







   @property
   def 	lowerCamelCase_  (    self	:	int							):





    """simple docstring"""


    return 1E-4

import unittest

from datasets import load_dataset

from transformers import load_tool

from .test_tools_common import ToolTesterMixin
class SCREAMING_SNAKE_CASE_		(			unittest.TestCase     ,    __lowerCAmelCase		):







   def 	lowerCamelCase_  (    self	:	Optional[Any]							):





    """simple docstring"""


    UpperCamelCase      =			load_tool("""document-question-answering"""							)
    self.tool.setup()
    UpperCamelCase      =			load_tool("""document-question-answering"""      ,      remote=lowerCamelCase_							)







   def 	lowerCamelCase_  (    self	:	Optional[Any]							):





    """simple docstring"""


    UpperCamelCase      =			load_dataset("""hf-internal-testing/example-documents"""      ,      split="""test"""							)
    UpperCamelCase      =			dataset[0]["""image"""]

    UpperCamelCase      =			self.tool(lowerCamelCase_      ,      """When is the coffee break?"""							)
    self.assertEqual(lowerCamelCase_      ,      """11-14 to 11:39 a.m."""							)







   def 	lowerCamelCase_  (    self	:	Union[str, Any]							):





    """simple docstring"""


    UpperCamelCase      =			load_dataset("""hf-internal-testing/example-documents"""      ,      split="""test"""							)
    UpperCamelCase      =			dataset[0]["""image"""]

    UpperCamelCase      =			self.remote_tool(lowerCamelCase_      ,      """When is the coffee break?"""							)
    self.assertEqual(lowerCamelCase_      ,      """11-14 to 11:39 a.m."""							)







   def 	lowerCamelCase_  (    self	:	int							):





    """simple docstring"""


    UpperCamelCase      =			load_dataset("""hf-internal-testing/example-documents"""      ,      split="""test"""							)
    UpperCamelCase      =			dataset[0]["""image"""]

    self.tool(document=lowerCamelCase_      ,      question="""When is the coffee break?"""							)







   def 	lowerCamelCase_  (    self	:	Any							):





    """simple docstring"""


    UpperCamelCase      =			load_dataset("""hf-internal-testing/example-documents"""      ,      split="""test"""							)
    UpperCamelCase      =			dataset[0]["""image"""]

    UpperCamelCase      =			self.remote_tool(document=lowerCamelCase_      ,      question="""When is the coffee break?"""							)
    self.assertEqual(lowerCamelCase_      ,      """11-14 to 11:39 a.m."""							)
