diff options
Diffstat (limited to 'src/mlia/nn/rewrite/library/fc_sparsity24_layer.py')
| -rw-r--r-- | src/mlia/nn/rewrite/library/fc_sparsity24_layer.py | 23 |
1 files changed, 0 insertions, 23 deletions
diff --git a/src/mlia/nn/rewrite/library/fc_sparsity24_layer.py b/src/mlia/nn/rewrite/library/fc_sparsity24_layer.py deleted file mode 100644 index 531b34a..0000000 --- a/src/mlia/nn/rewrite/library/fc_sparsity24_layer.py +++ /dev/null @@ -1,23 +0,0 @@ -# SPDX-FileCopyrightText: Copyright 2024, Arm Limited and/or its affiliates. -# SPDX-License-Identifier: Apache-2.0 -"""Example rewrite with one fully connected 2:4 sparsity layer.""" -from typing import Any - -import tensorflow_model_optimization as tfmot -from keras.api._v2 import keras # Temporary workaround for now: MLIA-1107 - - -def get_keras_model(input_shape: Any, output_shape: Any) -> keras.Model: - """Generate TensorFlow Lite model for rewrite.""" - model = tfmot.sparsity.keras.prune_low_magnitude( - to_prune=keras.Sequential( - [ - keras.layers.InputLayer(input_shape=input_shape), - keras.layers.Reshape([-1]), - keras.layers.Dense(output_shape), - ] - ), - sparsity_m_by_n=(2, 4), - ) - - return model |