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5 changes: 4 additions & 1 deletion auto_ml/utils_models.py
Original file line number Diff line number Diff line change
Expand Up @@ -590,7 +590,10 @@ def insert_deep_learning_model(pipeline_step, file_name):
random_name = pipeline_step.model
# Load the Keras model here
keras_file_name = file_name[:-5] + random_name + '_keras_deep_learning_model.h5'

try:
keras_load_model
except NameError:
from keras.models import load_model as keras_load_model
model = keras_load_model(keras_file_name)

# Put the model back in place so that we can still use it to get predictions without having to load it back in from disk
Expand Down