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| author | Nathan Bailey <nathan.bailey@arm.com> | 2024-05-07 13:46:39 +0100 |
|---|---|---|
| committer | Nathan Bailey <nathan.bailey@arm.com> | 2024-05-21 16:51:15 +0100 |
| commit | 0d3cc76284f9311c99169b568570d767f5b0aeb6 (patch) | |
| tree | 2f187e003db300a61e91759040d867c568cca2c8 /src/mlia/nn/rewrite/library/fc_sparsity24_layer.py | |
| parent | fa1bf7cde005283eb8ef195ada4af48b31ff043e (diff) | |
| download | mlia-0d3cc76284f9311c99169b568570d767f5b0aeb6.tar.gz | |
feat: CLI and API changes for the conv2d rewrites
Implements CLI and API changes for the new conv2d rewrite targets
Resolves: MLIA-1157
Signed-off-by: Nathan Bailey <nathan.bailey@arm.com>
Change-Id: I03c7a3a536d2f0a805b4689a9d96b95f8b4ab86c
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 |