from __future__ import annotations

import math



def 	__SCREAMING_SNAKE_CASE  (					__UpperCamelCase    :       int ,     __UpperCamelCase    :       int ,     __UpperCamelCase    :       bool ,     __UpperCamelCase    :       list[int] ,     __UpperCamelCase    :       float	)							->					int:







  """simple docstring"""





  if depth < 0:
    raise ValueError("""Depth cannot be less than 0"""	)

  if not scores:
    raise ValueError("""Scores cannot be empty"""	)

  if depth == height:
    return scores[node_index]

  return (
      max(
          minimax(depth + 1 ,     node_index * 2 ,     __UpperCamelCase ,     __UpperCamelCase ,     __UpperCamelCase	) ,     minimax(depth + 1 ,     node_index * 2 + 1 ,     __UpperCamelCase ,     __UpperCamelCase ,     __UpperCamelCase	) ,     )
      if is_max
      else min(
          minimax(depth + 1 ,     node_index * 2 ,     __UpperCamelCase ,     __UpperCamelCase ,     __UpperCamelCase	) ,     minimax(depth + 1 ,     node_index * 2 + 1 ,     __UpperCamelCase ,     __UpperCamelCase ,     __UpperCamelCase	) ,     )
  )



def 	__SCREAMING_SNAKE_CASE  (					)							->					None:







  """simple docstring"""





  SCREAMING_SNAKE_CASE__										=      [90, 23, 6, 33, 21, 65, 1_23, 3_44_23]
  SCREAMING_SNAKE_CASE__										=      math.log(len(__UpperCamelCase	) ,     2	)
  print(f"""Optimal value : {minimax(0 ,     0 ,     __UpperCamelCase ,     __UpperCamelCase ,     __UpperCamelCase	)}"""	)


if __name__ == "__main__":
   import doctest

   doctest.testmod()
   main()

# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

# this script dumps information about the environment

import os
import platform
import sys


__lowerCamelCase			: Union[str, Any]							   =		'''3'''

print('''Python version:''', sys.version)

print('''OS platform:''', platform.platform())
print('''OS architecture:''', platform.machine())

try:
   import torch

   print('''Torch version:''', torch.__version__)
   print('''Cuda available:''', torch.cuda.is_available())
   print('''Cuda version:''', torch.version.cuda)
   print('''CuDNN version:''', torch.backends.cudnn.version())
   print('''Number of GPUs available:''', torch.cuda.device_count())
except ImportError:
   print('''Torch version:''', None)

try:
   import transformers

   print('''transformers version:''', transformers.__version__)
except ImportError:
   print('''transformers version:''', None)
