
"""simple docstring"""




from typing import List

import PIL
import torch
from PIL import Image

from ...configuration_utils import ConfigMixin
from ...models.modeling_utils import ModelMixin
from ...utils import PIL_INTERPOLATION







class 						lowercase(_lowercase						,	_lowercase					):



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







         """simple docstring"""



         super().__init__()

         self.register_buffer('watermark_image'    ,							torch.zeros((6_2, 6_2, 4)      )      )
         a__    = None




     def  lowercase__     (       self    ,							__SCREAMING_SNAKE_CASE    ,							__SCREAMING_SNAKE_CASE=None      )		->    List[str]:







         """simple docstring"""



         a__    = images[0].height
         a__    = images[0].width

         a__    = sample_size or h

         a__    = min(h / sample_size    ,							w / sample_size      )
         a__  ,    a__    = (int(h / coef      ), int(w / coef      )) if coef < 1 else (h, w)

         a__  ,    a__    = 1_0_2_4**2, img_w * img_h
         a__    = (Sa / Sa) ** 0.5
         a__  ,    a__  ,    a__    = int(K * 6_2      ), img_w - int(1_4 * K      ), img_h - int(1_4 * K      )

         if self.watermark_image_as_pil is None:
             a__    = self.watermark_image.to(torch.uinta      ).cpu().numpy()
             a__    = Image.fromarray(__SCREAMING_SNAKE_CASE    ,							mode='RGBA'      )
             a__    = watermark_image

         a__    = self.watermark_image_as_pil.resize(
             (wm_size, wm_size)    ,							PIL_INTERPOLATION['bicubic']    ,							reducing_gap=__SCREAMING_SNAKE_CASE      )

         for pil_img in images:
             pil_img.paste(__SCREAMING_SNAKE_CASE    ,							box=(wm_x - wm_size, wm_y - wm_size, wm_x, wm_y)    ,							mask=wm_img.split()[-1]      )

         return images




"""simple docstring"""




from itertools import combinations, product



def 						__magic_name__		(				UpperCamelCase    :		int       ,		UpperCamelCase    :		int       ,		UpperCamelCase    :		int       ,		UpperCamelCase    :		int    )    ->	bool:
    if xa == ya == 0 or xa == ya == 0:
        return False
    a__    = xa * xa + ya * ya
    a__    = xa * xa + ya * ya
    a__    = (xa - xa) * (xa - xa) + (ya - ya) * (ya - ya)
    return (
        a_square + b_square == c_square
        or a_square + c_square == b_square
        or b_square + c_square == a_square
    )



def 						__magic_name__		(				UpperCamelCase    :		int = 50    )    ->	int:
    return sum(
        1
        for pta, pta in combinations(product(range(limit + 1    )       ,		repeat=2    )       ,		2    )
        if is_right(*UpperCamelCase       ,		*UpperCamelCase    )    )


if __name__ == "__main__":
    print(F'''{solution() = }''')


