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

tensorflow_hub_import.ipynb

Downloads a pretrained MobileNet V2 model, pre-processes it for import, then compiles it using IREE

tflite_text_classification.ipynb

Downloads a pretrained TFLite text classification model, and runs it using TFLite and 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