获取tensorflow中tensor的值

Posted 2020-12-24 shixisheng

tensorflow中的tensor值的获取：

import tensorflow as tf

#定义变量a
a=tf.Variable([[[1,2,3],[4,5,6]],[[7,8,9],[10,11,12]]])

#定义索引
indics=[[0,0,0],[0,1,1],[0,1,2]]

#把a中索引为indics的值取出
b=tf.gather_nd(a,indics)

#初始化
init=tf.global_variables_initializer()
with tf.Session() as sess:
    #执行初始化
    sess.run(init)

    #打印结果
    print(a.eval())
    print(b.eval())