
from __future__ import annotations






def 		SCREAMING_SNAKE_CASE__      ( __lowerCAmelCase      ,						__lowerCAmelCase							):
    assert len(SCREAMING_SNAKE_CASE_							) == len(SCREAMING_SNAKE_CASE_							)

    snake_case__  =			len(SCREAMING_SNAKE_CASE_							)
    snake_case__  =			list(range(SCREAMING_SNAKE_CASE_							)							)
    snake_case__  =			[-1] * n  # who the donor has donated to
    snake_case__  =			[-1] * n  # who the recipient has received from
    snake_case__  =			[0] * n

    while unmatched_donors:
        snake_case__  =			unmatched_donors[0]
        snake_case__  =			donor_pref[donor]
        snake_case__  =			donor_preference[num_donations[donor]]
        num_donations[donor] += 1
        snake_case__  =			recipient_pref[recipient]
        snake_case__  =			rec_record[recipient]

        if prev_donor != -1:
            if rec_preference.index(SCREAMING_SNAKE_CASE_							) > rec_preference.index(SCREAMING_SNAKE_CASE_							):
                snake_case__  =			donor
                snake_case__  =			recipient
                unmatched_donors.append(SCREAMING_SNAKE_CASE_							)
                unmatched_donors.remove(SCREAMING_SNAKE_CASE_							)
        else:
            snake_case__  =			donor
            snake_case__  =			recipient
            unmatched_donors.remove(SCREAMING_SNAKE_CASE_							)
    return donor_record





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


__magic_name__           =					logging.get_logger(__name__)

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




class    _SCREAMING_SNAKE_CASE					( __UpperCamelCase	):
      _A  :						Any      		=       'swiftformer'
      def __init__(     self						,		lowerCamelCase=3						,		lowerCamelCase=[3, 3, 6, 4]						,		lowerCamelCase=[48, 56, 1_12, 2_20]						,		lowerCamelCase=4						,		lowerCamelCase=[True, True, True, True]						,		lowerCamelCase="gelu"						,		lowerCamelCase=3						,		lowerCamelCase=2						,		lowerCamelCase=1						,		lowerCamelCase=0.0						,		lowerCamelCase=True						,		lowerCamelCase=1e-5						,		lowerCamelCase=1e-5						,		**lowerCamelCase						,		):
          super().__init__(**lowerCamelCase	)
          snake_case__  =			num_channels
          snake_case__  =			depths
          snake_case__  =			embed_dims
          snake_case__  =			mlp_ratio
          snake_case__  =			downsamples
          snake_case__  =			hidden_act
          snake_case__  =			down_patch_size
          snake_case__  =			down_stride
          snake_case__  =			down_pad
          snake_case__  =			drop_path_rate
          snake_case__  =			use_layer_scale
          snake_case__  =			layer_scale_init_value
          snake_case__  =			batch_norm_eps





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



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



