From 932190c4e54cfafbb89d3dbaec3ea5c9204e4f4f Mon Sep 17 00:00:00 2001
From: Steve Chien <schien@google.com>
Date: Tue, 8 Jan 2019 16:56:25 -0800
Subject: [PATCH] Automated rollback of commit
 a7190fc1edc25743c70ea92bdb562e78629113db

PiperOrigin-RevId: 228425879
---
 tutorials/mnist_dpsgd_tutorial.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tutorials/mnist_dpsgd_tutorial.py b/tutorials/mnist_dpsgd_tutorial.py
index 961b334..10d6ac5 100644
--- a/tutorials/mnist_dpsgd_tutorial.py
+++ b/tutorials/mnist_dpsgd_tutorial.py
@@ -153,7 +153,7 @@ def main(unused_argv):
     """Computes epsilon value for given hyperparameters."""
     if FLAGS.noise_multiplier == 0.0:
       return float('inf')
-    orders = [1 + x / 10. for x in range(1, 100)] + list(range(12, 64))
+    orders = [1 + x / 10. for x in range(1, 100)] + range(12, 64)
     sampling_probability = FLAGS.batch_size / 60000
     rdp = compute_rdp(q=sampling_probability,
                       noise_multiplier=FLAGS.noise_multiplier,