From 2bd7ca14ab62e5531523b4796e5a8ba981b789cc Mon Sep 17 00:00:00 2001 From: Aurelien Geron Date: Thu, 9 May 2019 10:39:02 +0800 Subject: [PATCH] Do not use learning_phase anymore, just set training=True/False --- 11_training_deep_neural_networks.ipynb | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/11_training_deep_neural_networks.ipynb b/11_training_deep_neural_networks.ipynb index bc78e9dcb..5203cecef 100644 --- a/11_training_deep_neural_networks.ipynb +++ b/11_training_deep_neural_networks.ipynb @@ -3107,8 +3107,7 @@ "metadata": {}, "outputs": [], "source": [ - "#with keras.backend.learning_phase_scope(1): # TODO: check https://github.com/tensorflow/tensorflow/issues/25754\n", - "# history = model.fit(X_train_scaled, y_train)" + "history = model.fit(X_train_scaled, y_train)" ] }, { @@ -3134,8 +3133,8 @@ "metadata": {}, "outputs": [], "source": [ - "with keras.backend.learning_phase_scope(1): # TODO: check https://github.com/tensorflow/tensorflow/issues/25754\n", - " y_probas = np.stack([model.predict(X_test_scaled) for sample in range(100)])\n", + "y_probas = np.stack([model(X_test_scaled, training=True)\n", + " for sample in range(100)])\n", "y_proba = y_probas.mean(axis=0)\n", "y_std = y_probas.std(axis=0)" ]