How to arrange tensorboard’s graphs horizontally in tensorflow 2.x?

I am using the following code, the drawing is arranged vertically, how to change it to horizontal arrangement?

with self.summary_writer.as_default():
    tf.summary.scalar("loss", self.loss[-1], step=self.steps)
    tf.summary.scalar("reward", self.rewards[-1], step=self.steps)
    tf.summary.scalar("average_rewards", np.nanmean(self.rewards[-1000:]), step=self.steps)

I didn’t find it in the homepage of tensorflow.

https://www.tensorflow.org/api_docs/python/tf/summary/scalar

Answer

Use regex expressions as suggested here to align your plots:

import tensorflow as tf

logdir = 'logs/func/'
writer = tf.summary.create_file_writer(logdir)
with writer.as_default():
    tf.summary.scalar("loss", 5, step=0)
    tf.summary.scalar("reward", 6, step=1)
    tf.summary.scalar("average_rewards", 7, step=2)

Start tensorboard:

%load_ext tensorboard
%tensorboard --logdir logs/func

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