3 files changed, 50 insertions, 0 deletions
diff --git a/benchmarks/workloads/tensorflow/BUILD b/benchmarks/workloads/tensorflow/BUILD
new file mode 100644
index 000000000..17f1f8ebb
--- /dev/null
+++ b/benchmarks/workloads/tensorflow/BUILD
@@ -0,0 +1,16 @@
+package(
+    default_visibility = ["//benchmarks:__subpackages__"],
+    licenses = ["notice"],
+)
+
+py_library(
+    name = "tensorflow",
+    srcs = ["__init__.py"],
+)
+
+filegroup(
+    name = "files",
+    srcs = [
+        "Dockerfile",
+    ],
+)
diff --git a/benchmarks/workloads/tensorflow/Dockerfile b/benchmarks/workloads/tensorflow/Dockerfile
new file mode 100644
index 000000000..262643b98
--- /dev/null
+++ b/benchmarks/workloads/tensorflow/Dockerfile
@@ -0,0 +1,14 @@
+FROM tensorflow/tensorflow:1.13.2
+
+RUN apt-get update \
+    && apt-get install -y git
+RUN git clone https://github.com/aymericdamien/TensorFlow-Examples.git
+RUN python -m pip install -U pip setuptools
+RUN python -m pip install matplotlib
+
+WORKDIR /TensorFlow-Examples/examples
+
+ENV PYTHONPATH="$PYTHONPATH:/TensorFlow-Examples/examples"
+
+ENV workload "3_NeuralNetworks/convolutional_network.py"
+CMD python ${workload}
diff --git a/benchmarks/workloads/tensorflow/__init__.py b/benchmarks/workloads/tensorflow/__init__.py
new file mode 100644
index 000000000..b5ec213f8
--- /dev/null
+++ b/benchmarks/workloads/tensorflow/__init__.py
@@ -0,0 +1,20 @@
+# python3
+# Copyright 2019 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""A Tensorflow example."""
+
+
+# pylint: disable=unused-argument
+def run_time(value, **kwargs):
+  """Returns the startup and runtime of the Tensorflow workload in seconds."""
+  return value