
from manim import *







class   lowerCamelCase	(						A_						):





     def 	UpperCAmelCase(self   :					Tuple     )		->		Any:
         snake_case				  =      Rectangle(height=0.5       ,					width=0.5     )
         snake_case				  =      Rectangle(height=0.25       ,					width=0.25     )
         snake_case				  =      Rectangle(height=0.46       ,					width=0.46     ).set_stroke(width=0     )

         snake_case				  =      [mem.copy() for i in range(6     )]
         snake_case				  =      [mem.copy() for i in range(6     )]
         snake_case				  =      VGroup(*_A     ).arrange(_A       ,					buff=0     )
         snake_case				  =      VGroup(*_A     ).arrange(_A       ,					buff=0     )
         snake_case				  =      VGroup(_A       ,					_A     ).arrange(_A       ,					buff=0     )
         snake_case				  =      Text("CPU"       ,					font_size=2_4     )
         snake_case				  =      Group(_A       ,					_A     ).arrange(_A       ,					buff=0.5       ,					aligned_edge=_A     )
         cpu.move_to([-2.5, -0.5, 0]     )
         self.add(_A     )

         snake_case				  =      [mem.copy() for i in range(4     )]
         snake_case				  =      VGroup(*_A     ).arrange(_A       ,					buff=0     )
         snake_case				  =      Text("GPU"       ,					font_size=2_4     )
         snake_case				  =      Group(_A       ,					_A     ).arrange(_A       ,					buff=0.5       ,					aligned_edge=_A     )
         gpu.move_to([-1, -1, 0]     )
         self.add(_A     )

         snake_case				  =      [mem.copy() for i in range(6     )]
         snake_case				  =      VGroup(*_A     ).arrange(_A       ,					buff=0     )

         snake_case				  =      Text("Model"       ,					font_size=2_4     )
         snake_case				  =      Group(_A       ,					_A     ).arrange(_A       ,					buff=0.5       ,					aligned_edge=_A     )
         model.move_to([3, -1.0, 0]     )
         self.add(_A     )

         snake_case				  =      []
         snake_case				  =      []
         snake_case				  =      []

         for i, rect in enumerate(_A     ):
             rect.set_stroke(_A     )

             snake_case				  =      Rectangle(height=0.46 / 4       ,					width=0.46 / 3     ).set_stroke(width=0.0     ).set_fill(_A       ,					opacity=0.7     )

             if i == 0:
                 cpu_target.next_to(cpu_left_col_base[0].get_corner(DOWN + LEFT     )       ,					buff=0.02       ,					direction=_A     )
                 cpu_target.set_x(cpu_target.get_x() + 0.1     )
             elif i == 3:
                 cpu_target.next_to(model_cpu_arr[0]       ,					direction=_A       ,					buff=0.0     )
             else:
                 cpu_target.next_to(model_cpu_arr[i - 1]       ,					direction=_A       ,					buff=0.0     )
             self.add(_A     )
             model_cpu_arr.append(_A     )

         self.add(*_A       ,					*_A       ,					*_A     )

         snake_case				  =      [mem.copy() for i in range(6     )]
         snake_case				  =      VGroup(*_A     ).arrange(_A       ,					buff=0     )

         snake_case				  =      Text("Loaded Checkpoint"       ,					font_size=2_4     )
         snake_case				  =      Group(_A       ,					_A     ).arrange(_A       ,					buff=0.5       ,					aligned_edge=_A     )
         checkpoint.move_to([3, 0.5, 0]     )

         self.add(_A     )

         snake_case				  =      []
         snake_case				  =      []

         for i, rect in enumerate(_A     ):
             snake_case				  =      fill.copy().set_fill(_A       ,					opacity=0.7     )
             target.move_to(_A     )
             ckpt_arr.append(_A     )

             snake_case				  =      target.copy()
             if i < 5:
                 cpu_target.move_to(cpu_left_col_base[i + 1]     )
             else:
                 cpu_target.move_to(cpu_right_col_base[i - 5]     )
             ckpt_cpu_arr.append(_A     )
         self.add(*_A       ,					*_A     )

         snake_case				  =      Square(side_length=2.2     )
         key.move_to([-5, 2, 0]     )

         snake_case				  =      MarkupText(
             f'<b>Key:</b>\n\n<span fgcolor=\'{YELLOW}\'>●</span> Empty Model'       ,					font_size=1_8       ,					)

         key_text.move_to([-5, 2.4, 0]     )

         self.add(_A       ,					_A     )

         snake_case				  =      MarkupText(
             f'<span fgcolor=\'{BLUE}\'>●</span> Checkpoint'       ,					font_size=1_8       ,					)

         blue_text.next_to(_A       ,					DOWN * 2.4       ,					aligned_edge=key_text.get_left()     )
         self.add(_A     )

         snake_case				  =      MarkupText(
             f'Based on the passed in configuration, weights are stored in\na variety of np.memmaps on disk or to a particular device.'       ,					font_size=2_4       ,					)
         step_a.move_to([2, 2, 0]     )

         snake_case				  =      [meta_mem.copy() for i in range(6     )]
         snake_case				  =      [meta_mem.copy() for i in range(6     )]
         snake_case				  =      VGroup(*_A     ).arrange(_A       ,					buff=0     )
         snake_case				  =      VGroup(*_A     ).arrange(_A       ,					buff=0     )
         snake_case				  =      VGroup(_A       ,					_A     ).arrange(_A       ,					buff=0     )
         snake_case				  =      Text("Disk"       ,					font_size=2_4     )
         snake_case				  =      Group(_A       ,					_A     ).arrange(_A       ,					buff=0.5       ,					aligned_edge=_A     )
         disk.move_to([-4.0, -1.25, 0]     )
         self.play(Write(_A       ,					run_time=3     )       ,					Write(_A       ,					run_time=1     )       ,					Create(_A       ,					run_time=1     )     )

         snake_case				  =      []
         for i, rect in enumerate(_A     ):
             snake_case				  =      rect.copy()
             target.generate_target()
             target.target.move_to(disk_left_col_base[i]     ).scale(0.5     )
             animations.append(MoveToTarget(_A       ,					run_time=1.5     )     )
         self.play(*_A     )

         self.play(FadeOut(_A     )     )

         snake_case				  =      MarkupText(f'Then, the checkpoint is removed from memory\nthrough garbage collection.'       ,					font_size=2_4     )
         step_a.move_to([2, 2, 0]     )

         self.play(Write(_A       ,					run_time=3     )     )

         self.play(
             FadeOut(_A       ,					_A       ,					*_A       ,					*_A     )       ,					)

         self.wait()



def 		lowercase_    (     A__ = 1000	)							->							int:
    """simple docstring"""

    snake_case				  =      -1
    snake_case				  =      0
    for a in range(1				,	n // 3	):
        # Solving the two equations a**2+b**2=c**2 and a+b+c=N eliminating c
        snake_case				  =      (n * n - 2 * a * n) // (2 * n - 2 * a)
        snake_case				  =      n - a - b
        if c * c == (a * a + b * b):
            snake_case				  =      a * b * c
            if candidate >= product:
                snake_case				  =      candidate
    return product


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

