--- title: TensorFlow MNIST --- The [tensorflow_mnist.py](https://github.com/clearml/clearml/blob/master/examples/frameworks/tensorflow/tensorflow_mnist.py) example demonstrates the integration of ClearML into code that uses TensorFlow and Keras to train a neural network on the Keras built-in [MNIST](https://www.tensorflow.org/api_docs/python/tf/keras/datasets/mnist) handwritten digits dataset. When the script runs, it creates a task named `Tensorflow v2 mnist with summaries` in the `examples` project. ## Scalars The loss and accuracy metric scalar plots appear in the task's page in the **ClearML web UI** under **SCALARS**. Resource utilization plots, which are titled **:monitor: machine**, also appear in the **SCALARS** tab. ![Task scalars](../../../img/examples_tensorflow_mnist_06.png#light-mode-only) ![Task scalars](../../../img/examples_tensorflow_mnist_06_dark.png#dark-mode-only) ## Hyperparameters ClearML automatically logs TensorFlow Definitions. They appear in **CONFIGURATION** **>** **HYPERPARAMETERS** **>** **TF_DEFINE**. ![Task hyperparameters](../../../img/examples_tensorflow_mnist_01.png#light-mode-only) ![Task hyperparameters](../../../img/examples_tensorflow_mnist_01_dark.png#dark-mode-only) ## Console All console output appears in **CONSOLE**. ![Task console](../../../img/examples_tensorflow_mnist_05.png#light-mode-only) ![Task console](../../../img/examples_tensorflow_mnist_05_dark.png#dark-mode-only) ## Artifacts Models created by the task appear in the task's **ARTIFACTS** tab. ClearML automatically logs and tracks models and any snapshots created using TensorFlow. ![Task models](../../../img/examples_tensorflow_mnist_03.png#light-mode-only) ![Task models](../../../img/examples_tensorflow_mnist_03_dark.png#dark-mode-only) Clicking on a model's name takes you to the [model's page](../../../webapp/webapp_model_viewing.md), where you can view the model's details and access the model. ![Model details](../../../img/examples_tensorflow_mnist_10.png#light-mode-only) ![Model details](../../../img/examples_tensorflow_mnist_10_dark.png#dark-mode-only)