diff options
| -rw-r--r-- | src/mlia/nn/rewrite/core/rewrite.py | 6 | ||||
| -rw-r--r-- | src/mlia/nn/rewrite/library/fc_sparsity24_layer.py | 16 | ||||
| -rw-r--r-- | tests/test_cli_commands.py | 3 | ||||
| -rw-r--r-- | tests/test_nn_rewrite_core_rewrite.py | 5 |
4 files changed, 27 insertions, 3 deletions
diff --git a/src/mlia/nn/rewrite/core/rewrite.py b/src/mlia/nn/rewrite/core/rewrite.py index f5f5561..03af0e9 100644 --- a/src/mlia/nn/rewrite/core/rewrite.py +++ b/src/mlia/nn/rewrite/core/rewrite.py @@ -115,7 +115,11 @@ class RewritingOptimizer(Optimizer): [ DynamicallyLoadedRewrite( "fully-connected", "mlia.nn.rewrite.library.fc_layer.get_keras_model" - ) + ), + DynamicallyLoadedRewrite( + "fully_connected_sparsity24", + "mlia.nn.rewrite.library.fc_sparsity24_layer.get_keras_model24", + ), ] ) diff --git a/src/mlia/nn/rewrite/library/fc_sparsity24_layer.py b/src/mlia/nn/rewrite/library/fc_sparsity24_layer.py new file mode 100644 index 0000000..fda619f --- /dev/null +++ b/src/mlia/nn/rewrite/library/fc_sparsity24_layer.py @@ -0,0 +1,16 @@ +# SPDX-FileCopyrightText: Copyright 2023, Arm Limited and/or its affiliates. +# SPDX-License-Identifier: Apache-2.0 +"""PLACEHOLDER for example rewrite with one fully connected 2:4 sparsity layer.""" +from typing import Any + +from keras.api._v2 import keras # Temporary workaround for now: MLIA-1107 + +from .fc_layer import get_keras_model + +# get_keras_model(input_shape,output_shape) + + +def get_keras_model24(input_shape: Any, output_shape: Any) -> keras.Model: + """Generate TensorFlow Lite model for rewrite.""" + model = get_keras_model(input_shape, output_shape) + return model diff --git a/tests/test_cli_commands.py b/tests/test_cli_commands.py index 9cda27c..5b2b947 100644 --- a/tests/test_cli_commands.py +++ b/tests/test_cli_commands.py @@ -126,7 +126,8 @@ def test_performance_unknown_target( Exception, match=re.escape( "Invalid rewrite target: 'random'. " - "Supported rewrites: ['fully-connected']" + "Supported rewrites: ['fully-connected'," + " 'fully_connected_sparsity24']" ), ), ], diff --git a/tests/test_nn_rewrite_core_rewrite.py b/tests/test_nn_rewrite_core_rewrite.py index b32fafd..d9c74ea 100644 --- a/tests/test_nn_rewrite_core_rewrite.py +++ b/tests/test_nn_rewrite_core_rewrite.py @@ -100,7 +100,10 @@ def test_register_rewrite_function() -> None: def test_builtin_rewrite_names() -> None: """Test if all builtin rewrites are properly registered and returned.""" - assert RewritingOptimizer.builtin_rewrite_names() == ["fully-connected"] + assert RewritingOptimizer.builtin_rewrite_names() == [ + "fully-connected", + "fully_connected_sparsity24", + ] def test_rewrite_function_autoload() -> None: |