---
title: TensorBoard Toy
---

The [tensorboard_toy.py](https://github.com/clearml/clearml/blob/master/examples/frameworks/tensorflow/tensorboard_toy.py) 
example demonstrates ClearML's automatic logging of TensorBoard scalars, histograms, images, and text, as well as 
all other console output and TensorFlow Definitions. 

When the script runs, it creates a task named `tensorboard toy example` in the `examples` 
project.

## Scalars

The `tf.summary.scalar` output appears in the ClearML web UI, in the task's 
**SCALARS**. Resource utilization plots, which are titled **:monitor: machine**, also appear in the **SCALARS** tab.

![Scalars](../../../img/examples_tensorboard_toy_03.png#light-mode-only)
![Scalars](../../../img/examples_tensorboard_toy_03_dark.png#dark-mode-only)

## Plots

The `tf.summary.histogram` output appears in **PLOTS**.

![Plots](../../../img/examples_tensorboard_toy_04.png#light-mode-only)
![Plots](../../../img/examples_tensorboard_toy_04_dark.png#dark-mode-only)

## Debug Samples

ClearML automatically tracks images and text output to TensorFlow. They appear in **DEBUG SAMPLES**.

![Debug Samples](../../../img/examples_tensorboard_toy_05.png#light-mode-only)
![Debug Samples](../../../img/examples_tensorboard_toy_05_dark.png#dark-mode-only)

## Hyperparameters

ClearML automatically logs TensorFlow Definitions. They appear in **CONFIGURATION** **>** **HYPERPARAMETERS** **>** 
**TF_DEFINE**.

![Hyperparameters](../../../img/examples_tensorboard_toy_01.png#light-mode-only)
![Hyperparameters](../../../img/examples_tensorboard_toy_01_dark.png#dark-mode-only)