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| author | Ruomei Yan <ruomei.yan@arm.com> | 2023-02-20 15:32:54 +0000 |
|---|---|---|
| committer | Benjamin Klimczak <benjamin.klimczak@arm.com> | 2023-10-11 15:42:28 +0100 |
| commit | 446c379c92e15ad8f24ed0db853dd0fc9c271151 (patch) | |
| tree | fb9e2b20fba15d3aa44054eb76d76fbdb1459006 /src/mlia/nn/tensorflow/optimizations/clustering.py | |
| parent | f0b8ed75fed9dc69ab1f6313339f9f7e38bfc725 (diff) | |
| download | mlia-446c379c92e15ad8f24ed0db853dd0fc9c271151.tar.gz | |
Add a CLI component to enable rewrites
* Add flags for rewrite (--rewrite, --rewrite-start,
--rewrite-end, --rewrite-target)
* Refactor CLI interfaces to accept tflite models with optimize for
rewrite, keras models with optimize for clustering and pruning
* Refactor and move common.py and select.py out of the folder
nn/tensorflow/optimizations
* Add file nn/rewrite/core/rewrite.py as placeholder
* Update/add unit tests
* Refactor OptimizeModel in ethos_u/data_collection.py
for accepting tflite model case
* Extend the logic so that if "--rewrite" is specified, we don't add
pruning to also accept TFLite models.
* Update README.md
Resolves: MLIA-750, MLIA-854, MLIA-865
Signed-off-by: Benjamin Klimczak <benjamin.klimczak@arm.com>
Change-Id: I67d85f71fa253d2bad4efe304ad8225970b9622c
Diffstat (limited to 'src/mlia/nn/tensorflow/optimizations/clustering.py')
| -rw-r--r-- | src/mlia/nn/tensorflow/optimizations/clustering.py | 6 |
1 files changed, 3 insertions, 3 deletions
diff --git a/src/mlia/nn/tensorflow/optimizations/clustering.py b/src/mlia/nn/tensorflow/optimizations/clustering.py index 4aaa33e..f9018b3 100644 --- a/src/mlia/nn/tensorflow/optimizations/clustering.py +++ b/src/mlia/nn/tensorflow/optimizations/clustering.py @@ -1,4 +1,4 @@ -# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates. +# SPDX-FileCopyrightText: Copyright 2022-2023, Arm Limited and/or its affiliates. # SPDX-License-Identifier: Apache-2.0 """ Contains class Clusterer that clusters unique weights per layer to a specified number. @@ -18,8 +18,8 @@ from tensorflow_model_optimization.python.core.clustering.keras.experimental imp cluster as experimental_cluster, ) -from mlia.nn.tensorflow.optimizations.common import Optimizer -from mlia.nn.tensorflow.optimizations.common import OptimizerConfiguration +from mlia.nn.common import Optimizer +from mlia.nn.common import OptimizerConfiguration @dataclass |