diff options
Diffstat (limited to 'src/mlia/nn/rewrite/library/fc_layer.py')
| -rw-r--r-- | src/mlia/nn/rewrite/library/fc_layer.py | 14 |
1 files changed, 7 insertions, 7 deletions
diff --git a/src/mlia/nn/rewrite/library/fc_layer.py b/src/mlia/nn/rewrite/library/fc_layer.py index 8704154..2480500 100644 --- a/src/mlia/nn/rewrite/library/fc_layer.py +++ b/src/mlia/nn/rewrite/library/fc_layer.py @@ -7,12 +7,12 @@ import tensorflow as tf def get_keras_model(input_shape: Any, output_shape: Any) -> tf.keras.Model: - """Generate tflite model for rewrite.""" - input_tensor = tf.keras.layers.Input( - shape=input_shape, name="MbileNet/avg_pool/AvgPool" + """Generate TensorFlow Lite model for rewrite.""" + model = tf.keras.Sequential( + ( + tf.keras.layers.InputLayer(input_shape=input_shape), + tf.keras.layers.Reshape([-1]), + tf.keras.layers.Dense(output_shape), + ) ) - output_tensor = tf.keras.layers.Dense(output_shape, name="MobileNet/fc1/BiasAdd")( - input_tensor - ) - model = tf.keras.Model(input_tensor, output_tensor) return model |