1 files changed, 2 insertions, 3 deletions
diff --git a/lenet.py b/lenet.py
index 663c137..3ddab06 100644
--- a/lenet.py
+++ b/lenet.py
@@ -114,14 +114,13 @@ def train_classifier(x_train, y_train, x_val, y_val, batch_size=128, epochs=100,
       optimizer = optimizers.SGD(lr=0.001, decay=1e-6, momentum=0.9, nesterov=True)
 
   model.compile(loss='categorical_crossentropy', metrics=metrics, optimizer=optimizer)
-
   if keep_training:
-      model.load_weights('./model_gan.h5', by_name=False)
-  
+    model.load_weights('./weights.h5')
   history = model.fit(x_train, y_train, batch_size=batch_size, epochs=epochs, verbose=1, validation_data = (x_val, y_val))
   model.save_weights('./model_gan.h5')
   plot_history(history, 'categorical_accuracy')
   plot_history(history)
+  model.save_weights('./weights.h5')
   return model 
 
 def test_classifier(model, x_test, y_true):