



"""simple docstring"""
import gc
import threading
import time

import psutil
import torch




class 			snake_case_						:






							def __init__(   self      ):
									a_     :      Dict 						=     psutil.Process()
									a_     :      Union[str, Any] 						=     False






							def snake_case_  (   self      ):
									a_     :      Optional[Any] 						=     -1

									while True:
											a_     :      Optional[Any] 						=     max(self.process.memory_info().rss			,     self.cpu_memory_peak      )

											# can't sleep or will not catch the peak right (this comment is here on purpose)
											if not self.peak_monitoring:
													break






							def snake_case_  (   self      ):
									a_     :      Dict 						=     True
									a_     :      List[str] 						=     threading.Thread(target=self.peak_monitor      )
									a_     :      Union[str, Any] 						=     True
									self.thread.start()






							def snake_case_  (   self      ):
									a_     :      Union[str, Any] 						=     False
									self.thread.join()
									return self.cpu_memory_peak

SCREAMING_SNAKE_CASE_				= PeakCPUMemory()



def        lowerCAmelCase_						(							)			->      Union[str, Any]:
		# Time
		a_     :      Any 						=     {"time": time.time()}

		gc.collect()
		torch.cuda.empty_cache()

		# CPU mem
		a_     :      List[Any] 						=     psutil.Process().memory_info().rss
		cpu_peak_tracker.start()

		# GPU mem
		for i in range(torch.cuda.device_count()	):
				a_     :      List[Any] 						=     torch.cuda.memory_allocated(SCREAMING_SNAKE_CASE__	)
		torch.cuda.reset_peak_memory_stats()

		return measures



def        lowerCAmelCase_						(							SCREAMING_SNAKE_CASE__	)			->      Dict:
		# Time
		a_     :      int 						=     {"time": time.time() - start_measures["time"]}

		gc.collect()
		torch.cuda.empty_cache()

		# CPU mem
		a_     :      Union[str, Any] 						=     (psutil.Process().memory_info().rss - start_measures["cpu"]) / 2**20
		a_     :      Dict 						=     (cpu_peak_tracker.stop() - start_measures["cpu"]) / 2**20

		# GPU mem
		for i in range(torch.cuda.device_count()	):
				a_     :      str 						=     (torch.cuda.memory_allocated(SCREAMING_SNAKE_CASE__	) - start_measures[str(SCREAMING_SNAKE_CASE__	)]) / 2**20
				a_     :      Optional[int] 						=     (torch.cuda.max_memory_allocated(SCREAMING_SNAKE_CASE__	) - start_measures[str(SCREAMING_SNAKE_CASE__	)]) / 2**20

		return measures



def        lowerCAmelCase_						(							SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)			->      Tuple:
		print(F"""{description}:"""	)
		print(F"""- Time: {measures['time']:.2f}s"""	)
		for i in range(torch.cuda.device_count()	):
				print(F"""- GPU {i} allocated: {measures[str(SCREAMING_SNAKE_CASE__	)]:.2f}MiB"""	)
				a_     :      Any 						=     measures[F"""{i}-peak"""]
				print(F"""- GPU {i} peak: {peak:.2f}MiB"""	)
		print(F"""- CPU RAM allocated: {measures['cpu']:.2f}MiB"""	)
		print(F"""- CPU RAM peak: {measures['cpu-peak']:.2f}MiB"""	)




"""simple docstring"""
def        lowerCAmelCase_						(							SCREAMING_SNAKE_CASE__ = 10, SCREAMING_SNAKE_CASE__ = 1_000, SCREAMING_SNAKE_CASE__ = True	)			->      int:
		assert (
		    isinstance(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)
		    and isinstance(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)
		    and isinstance(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)
		), "Invalid type of value(s) specified to function!"

		if min_val > max_val:
				raise ValueError("Invalid value for min_val or max_val (min_value < max_value)"	)
		return min_val if option else max_val



def        lowerCAmelCase_						(							SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)			->      int:
		return int((number_a + number_a) / 2	)



def        lowerCAmelCase_						(							SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)			->      None:
		assert (
		    isinstance(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	) and isinstance(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	) and isinstance(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)
		), 'argument values must be type of "int"'

		if lower > higher:
				raise ValueError("argument value for lower and higher must be(lower > higher)"	)

		if not lower < to_guess < higher:
				raise ValueError(
				    "guess value must be within the range of lower and higher value"	)

		def answer(SCREAMING_SNAKE_CASE__	) -> str:
				if number > to_guess:
						return "high"
				elif number < to_guess:
						return "low"
				else:
						return "same"

		print("started..."	)

		a_     :      List[str] 						=     lower
		a_     :      Dict 						=     higher

		a_     :      str 						=     []

		while True:
				a_     :      List[str] 						=     get_avg(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)
				last_numbers.append(SCREAMING_SNAKE_CASE__	)

				if answer(SCREAMING_SNAKE_CASE__	) == "low":
						a_     :      Optional[Any] 						=     number
				elif answer(SCREAMING_SNAKE_CASE__	) == "high":
						a_     :      Union[str, Any] 						=     number
				else:
						break

		print(F"""guess the number : {last_numbers[-1]}"""	)
		print(F"""details : {last_numbers!s}"""	)



def        lowerCAmelCase_						(							)			->      None:
		a_     :      str 						=     int(input("Enter lower value : "	).strip()	)
		a_     :      Dict 						=     int(input("Enter high value : "	).strip()	)
		a_     :      Optional[Any] 						=     int(input("Enter value to guess : "	).strip()	)
		guess_the_number(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)


if __name__ == "__main__":
					main()