Google Colaboratory (Colab) Notebooks

To run these notebooks with a local runtime, refer to the Using Colab docs.

Hosted/remote runtimes are not yet supported.

Notebooks

edge_detection.ipynb

Constructs a TF module for performing image edge detection and runs it using IREE

low_level_invoke_function.ipynb

Shows off some concepts of the low level IREE python bindings

mnist_tensorflow.ipynb

Trains a TensorFlow 2.0 model for recognizing handwritten digits and runs it using IREE

resnet.ipynb

Loads a pretrained ResNet50 model and runs it using IREE

simple_tensorflow_module_import.ipynb

Defines a simple TF module, saves it and loads it in IREE

Working with GitHub

Refer to Colab's GitHub demo for general information about using Colab with GitHub.

To make changes to a notebook in this repository, one possible workflow is:

• Open or create the notebook in Colab
• Connect to your local runtime
• Make your changes, run the notebook, etc.
• Download the modified notebook using File > Download .ipynb
• Move the downloaded notebook file into a clone of this repository and submit a pull request