diff options
Diffstat (limited to 'src/mlia/nn/rewrite')
| -rw-r--r-- | src/mlia/nn/rewrite/core/rewrite.py | 1 | ||||
| -rw-r--r-- | src/mlia/nn/rewrite/library/fc_clustering_layer.py | 13 |
2 files changed, 14 insertions, 0 deletions
diff --git a/src/mlia/nn/rewrite/core/rewrite.py b/src/mlia/nn/rewrite/core/rewrite.py index 4fe1c26..a8084e8 100644 --- a/src/mlia/nn/rewrite/core/rewrite.py +++ b/src/mlia/nn/rewrite/core/rewrite.py @@ -157,6 +157,7 @@ class RewritingOptimizer(Optimizer): [ FullyConnectedRewrite("fully-connected", fc_rewrite), Sparsity24Rewrite("fully-connected-sparsity24", fc_rewrite_sparsity24), + FullyConnectedRewrite("fully-connected-clustering", fc_rewrite), ] ) diff --git a/src/mlia/nn/rewrite/library/fc_clustering_layer.py b/src/mlia/nn/rewrite/library/fc_clustering_layer.py new file mode 100644 index 0000000..07c07ac --- /dev/null +++ b/src/mlia/nn/rewrite/library/fc_clustering_layer.py @@ -0,0 +1,13 @@ +# SPDX-FileCopyrightText: Copyright 2024, Arm Limited and/or its affiliates. +# SPDX-License-Identifier: Apache-2.0 +"""Example rewrite with one fully connected clustered layer.""" +from typing import Any + +from keras.api._v2 import keras # Temporary workaround for now: MLIA-1107 + +from mlia.nn.rewrite.library.fc_layer import get_keras_model + + +def get_keras_model_clus(input_shape: Any, output_shape: Any) -> keras.Model: + """Generate TensorFlow Lite model for clustering rewrite.""" + return get_keras_model(input_shape, output_shape) |