diff --git a/setup.py b/setup.py
index a478353..ae29d18 100644
--- a/setup.py
+++ b/setup.py
@@ -69,7 +69,7 @@ if not using_GPU:
         # For linux wth no GPU, we install the Intel optimized version of TensorFlow
         if sys.platform == "linux" or sys.platform == "linux2":
             subprocess.check_call(['pip install '
-                                   'https://storage.googleapis.com/intel-optimized-tensorflow/tensorflow-1.11.0-cp35-cp35m-linux_x86_64.whl'],
+                                   'https://storage.googleapis.com/intel-optimized-tensorflow/tensorflow-1.12.0-cp35-cp35m-linux_x86_64.whl'],
                                   shell=True)
         install_requires.append('tensorflow>=1.9.0')
     extras['mxnet'] = ['mxnet-mkl>=1.3.0']