Google Colaboratory (Colab) Notebooks

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_training.ipynb

Compile, train and execute a TensorFlow Keras neural network with IREE

resnet.ipynb

Loads a pretrained ResNet50 model and runs it using 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 a hosted or 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