diff options
Diffstat (limited to 'tests/test_nn_rewrite_core_train.py')
| -rw-r--r-- | tests/test_nn_rewrite_core_train.py | 12 |
1 files changed, 7 insertions, 5 deletions
diff --git a/tests/test_nn_rewrite_core_train.py b/tests/test_nn_rewrite_core_train.py index 34b9543..371c79f 100644 --- a/tests/test_nn_rewrite_core_train.py +++ b/tests/test_nn_rewrite_core_train.py @@ -14,13 +14,15 @@ import pytest import tensorflow as tf from keras.api._v2 import keras # Temporary workaround for now: MLIA-1107 -from mlia.nn.rewrite.core.rewrite import DynamicallyLoadedRewrite +from mlia.nn.rewrite.core.rewrite import FullyConnectedRewrite +from mlia.nn.rewrite.core.rewrite import QATRewrite from mlia.nn.rewrite.core.train import augment_fn_twins from mlia.nn.rewrite.core.train import AUGMENTATION_PRESETS from mlia.nn.rewrite.core.train import LearningRateSchedule from mlia.nn.rewrite.core.train import mixup from mlia.nn.rewrite.core.train import train from mlia.nn.rewrite.core.train import TrainingParameters +from mlia.nn.rewrite.library.fc_layer import get_keras_model as fc_rewrite from tests.utils.rewrite import MockTrainingParameters @@ -54,12 +56,11 @@ def check_train( """Test the train() function.""" with TemporaryDirectory() as tmp_dir: output_file = Path(tmp_dir, "out.tflite") - mock_rewrite = DynamicallyLoadedRewrite( + mock_rewrite = FullyConnectedRewrite( name="replace", - function_name=( - "tests.test_nn_rewrite_core_train.replace_fully_connected_with_conv" - ), + rewrite_fn=fc_rewrite, ) + is_qat = isinstance(mock_rewrite, QATRewrite) result = train( source_model=str(tflite_model), unmodified_model=str(tflite_model) if use_unmodified_model else None, @@ -68,6 +69,7 @@ def check_train( rewrite=mock_rewrite, input_tensors=["sequential/flatten/Reshape"], output_tensors=["StatefulPartitionedCall:0"], + is_qat=is_qat, train_params=train_params, ) |