How can I test a .tflite model to prove that it behaves as the original model using the same Test Data?

Question

I have generated a .tflite model based on a trained model, I would like to test that the tfilte model gives the same results as the original model.

Giving both the s

Answer 1

There is a tflite_diff_example_test in the TensorFlow code base. It generates random data and feed the same data into TensorFlow & TensorFlow lite, then compare if the difference is within a small threshold.

You can to checkout TensorFlow code from Github, and run it with bazel:

bazel run //tensorflow/contrib/lite/testing:tflite_diff_example_test

then you'll see what arguments you need to pass.