1.自动管理模式
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图
tf.summary.scalar('loss', loss)
tf.summary.scalar('accuracy', accuracy)
sum_ops = tf.summary.merge_all()#自动管理
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) # 写入文件
2.手动管理模式
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图
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) # 写入文件
summary_writer.add_summary(accuracy_metall, global_step=step) # 写入文件