diff --git a/tests/metrics/machine_learning/tensorflow_dockerfile/Dockerfile b/tests/metrics/machine_learning/tensorflow_dockerfile/Dockerfile
new file mode 100644
index 0000000000..a8c73d5f61
--- /dev/null
+++ b/tests/metrics/machine_learning/tensorflow_dockerfile/Dockerfile
@@ -0,0 +1,18 @@
+# Copyright (c) 2023 Intel Corporation
+#
+# SPDX-License-Identifier: Apache-2.0
+
+# Usage: FROM [image name]
+FROM intel/intel-optimized-tensorflow:2.9.1
+
+# Version of the Dockerfile
+LABEL DOCKERFILE_VERSION="1.0"
+
+ENV DEBIAN_FRONTEND=noninteractive
+
+RUN apt-get update && \
+	apt-get install -y --no-install-recommends build-essential git && \
+	apt-get remove -y unattended-upgrades && \
+	git clone https://github.com/tensorflow/benchmarks
+
+CMD ["/bin/bash"]