tf.summary.merge_all()

1.自動管理模式

summary_writer = tf.summary.FileWriter('E:/data/tensorflow-master/1.Cnn_Captcha/result/', flush_secs=60)

summary_writer.add_graph(sess.graph)#添加graph圖

tf.summary.scalar('loss', loss)

tf.summary.scalar('accuracy', accuracy)

sum_ops = tf.summary.merge_all()#自動管理

metall = sess.run(sum_ops, feed_dict={X: batch_x_test, Y: batch_y_test, keep_prob: 1.})

summary_writer.add_summary(metall, global_step=step) # 寫入文件

2.手動管理模式

summary_writer = tf.summary.FileWriter('E:/data/tensorflow-master/1.Cnn_Captcha/result/', flush_secs=60)

summary_writer.add_graph(sess.graph)#添加graph圖

loss_scalar = tf.summary.scalar('loss', loss)

accuracy_scalar = tf.summary.scalar('accuracy', accuracy)

loss_metall, accuracy_metall, = sess.run([loss_scalar, accuracy_scalar], feed_dict={X: batch_x_test, Y: batch_y_test, keep_prob: 1.})

summary_writer.add_summary(loss_metall, global_step=step) # 寫入文件

summary_writer.add_summary(accuracy_metall, global_step=step) # 寫入文件