1 files changed, 18 insertions, 0 deletions
diff --git a/src/mlia/nn/rewrite/library/fc_layer.py b/src/mlia/nn/rewrite/library/fc_layer.py
new file mode 100644
index 0000000..8704154
--- /dev/null
+++ b/src/mlia/nn/rewrite/library/fc_layer.py
@@ -0,0 +1,18 @@
+# SPDX-FileCopyrightText: Copyright 2023, Arm Limited and/or its affiliates.
+# SPDX-License-Identifier: Apache-2.0
+"""Example rewrite with one fully connected layer."""
+from typing import Any
+
+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"
+    )
+    output_tensor = tf.keras.layers.Dense(output_shape, name="MobileNet/fc1/BiasAdd")(
+        input_tensor
+    )
+    model = tf.keras.Model(input_tensor, output_tensor)
+    return model