CODEWITHSUNDEEP
pythontexttensorflowsummarytensorboard
denisb411
denisb411

Reputation: 611

How can I use tf.summary.text properly?

I'm trying to use this function to write a log text to the Tensorboard log file but I'm getting some troubles with this.

I want to write a list (or np.array) that contains strings. I can't just pass this as it's not a tensor, so how can I do this?

What I'm trying:

hyperparameters = ["learning_rate=1","batch_size=50","optimizer=Adagrad"]

summary_op = tf.summary.text("hyperparameters info", hyperparameters)
summary = session.run(summary_op )

writer.add_summary(summary)

Please take acount that that I already defined a FileWriter and I'm already running a session.

Upvotes: 2

Views: 1708

Answers (1)

AhlyM
AhlyM

Reputation: 520

You can just use a tensor like that:

hyperparams = np.array(["learning_rate=1","batch_size=50","optimizer=Adagrad"])
hyperparams_tensor = tf.constant(hyperparams)

#Or Directly use the tensor, there is no need for np.array() or list
#hyperparams_tensor = tf.constant(["learning_rate=1","batch_size=50","optimizer=Adagrad"])

summary_op = tf.summary.text("hyperparameters info", hyperparams_tensor)
summary = session.run(summary_op)

writer.add_summary(summary)

Upvotes: 1

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