笔记类

查看keras模型的输入输出节点名称

有两种方式

1.直接调用model.inputs和model.outputs


2.利用.pb文件查看，代码如下

import tensorflow as tf
import os

model_dir = './'
model_name = 'frozen_graph.pb'


def create_graph():
    with tf.gfile.FastGFile(os.path.join(
            model_dir, model_name), 'rb') as f:
        graph_def = tf.GraphDef()
        graph_def.ParseFromString(f.read())
        tf.import_graph_def(graph_def, name='')


create_graph()
tensor_name_list = [tensor.name for tensor in tf.get_default_graph().as_graph_def().node]
for tensor_name in tensor_name_list:
    print(tensor_name, '\n')```