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author | Nathan Bailey <nathan.bailey@arm.com> | 2024-02-19 14:54:51 +0000 |
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committer | Nathan Bailey <nathan.bailey@arm.com> | 2024-04-16 12:31:09 +0100 |
commit | 2973b6d52914023f9b8797aec8309957457d4189 (patch) | |
tree | 5828a9d988ec2e8a95633a28e0c744ba61d9b154 /src | |
parent | ec59b3c95106daebe2ce0e57592b2bf9e6562f54 (diff) | |
download | mlia-2973b6d52914023f9b8797aec8309957457d4189.tar.gz |
feat: CLI and API changes for the clustering rewrite
Adds API changes for a fully-connected-clustering rewrite
Resolves: MLIA-1077
Signed-off-by: Nathan Bailey <nathan.bailey@arm.com>
Change-Id: I845796a391c5020e66472456b97ecad5ee8139a8
Diffstat (limited to 'src')
-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) |