| # Copyright 2020 The IREE Authors | |
| # | |
| # Licensed under the Apache License v2.0 with LLVM Exceptions. | |
| # See https://llvm.org/LICENSE.txt for license information. | |
| # SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception | |
| import os | |
| import tensorflow as tf | |
| class Squared(tf.Module): | |
| @tf.function | |
| def __call__(self, x): | |
| return tf.square(x) | |
| model = Squared() | |
| concrete_func = model.__call__.get_concrete_function( | |
| tf.TensorSpec(shape=[4, 3], dtype=tf.float32) | |
| ) | |
| converter = tf.lite.TFLiteConverter.from_concrete_functions([concrete_func], model) | |
| tflite_model = converter.convert() | |
| this_dir = os.path.dirname(__file__) | |
| with open(os.path.join(this_dir, "tflite_sample.fb"), "wb") as f: | |
| f.write(tflite_model) |