如何在python的四维二元格中求最大值

import numpy as np

# 创建一个四维二元格示例
# 假设每个维度的大小为2
four_dim_array = np.random.choice([0, 1], size=(2, 2, 2, 2))

# 找到最大值
max_value = np.max(four_dim_array)

print("四维二元格：\n", four_dim_array)
print("最大值：", max_value)

def find_max_in_chunks(array, chunk_size):
    max_value = 0
    for x in range(0, array.shape[0], chunk_size):
        for y in range(0, array.shape[1], chunk_size):
            for z in range(0, array.shape[2], chunk_size):
                for w in range(0, array.shape[3], chunk_size):
                    chunk = array[x:x+chunk_size, y:y+chunk_size, z:z+chunk_size, w:w+chunk_size]
                    max_value = max(max_value, np.max(chunk))
    return max_value

# 使用分块方法找到最大值
max_value_chunked = find_max_in_chunks(four_dim_array, chunk_size=1)
print("使用分块方法找到的最大值：", max_value_chunked)