diff --git a/g3doc/tutorials/classification_privacy.ipynb b/g3doc/tutorials/classification_privacy.ipynb index 233656c6..ee14c61f 100644 --- a/g3doc/tutorials/classification_privacy.ipynb +++ b/g3doc/tutorials/classification_privacy.ipynb @@ -417,11 +417,12 @@ }, "outputs": [], "source": [ - "compute_dp_sgd_privacy.compute_dp_sgd_privacy(n=train_data.shape[0],\n", + "print(compute_dp_sgd_privacy.compute_dp_sgd_privacy_statement(\n", + " number_of_examples=train_data.shape[0],\n", " batch_size=batch_size,\n", " noise_multiplier=noise_multiplier,\n", - " epochs=epochs,\n", - " delta=1e-5)" + " num_epochs=epochs,\n", + " delta=1e-5))" ] }, { @@ -430,7 +431,7 @@ "id": "c-KyttEWFRDc" }, "source": [ - "The tool reports that for the hyperparameters chosen above, the trained model has an $\\epsilon$ value of 1.18." + "The tool reports that for the hyperparameters chosen above, the trained model has an $\\epsilon$ value of 3.426." ] }, {