List operations of a TFLite model

Question

I'm having trouble trying to list the operations of a TFLite model. I know operations can be listed given a frozen graph, but what about a TFLite .tflite model? Can operations be listed?

Answer 1

You can get a list of all used Tensorflow Lite Operations with the visualization script.

wget -O tflite_visualize.py https://raw.githubusercontent.com/tensorflow/tensorflow/master/tensorflow/lite/tools/visualize.py

Assuming your model is saved in model.tflite create the html file using the downloaded script.

python tflite_visualize.py model.tflite model_visualization.html

Right in the section labled Ops.