diff --git a/tests/metrics/machine_learning/pytorch_dockerfile/Dockerfile b/tests/metrics/machine_learning/pytorch_dockerfile/Dockerfile
new file mode 100644
index 000000000..7acdd9280
--- /dev/null
+++ b/tests/metrics/machine_learning/pytorch_dockerfile/Dockerfile
@@ -0,0 +1,19 @@
+# Copyright (c) 2023 Intel Corporation
+#
+# SPDX-License-Identifier: Apache-2.0
+
+# Usage: FROM [image name]
+FROM intel/intel-optimized-pytorch:1.12.100
+
+# Version of the Dockerfile
+LABEL DOCKERFILE_VERSION="1.0"
+
+RUN apt-get update && \
+	apt-get install -y --no-install-recommends build-essential curl git && \
+	apt-get remove -y unattended-upgrades && \
+	curl -OkL https://github.com/dionhaefner/pyhpc-benchmarks/archive/refs/tags/v3.0.tar.gz  && \
+	tar -xf v3.0.tar.gz && \
+	pip install --no-cache-dir click==8.1.3 && \
+	cd pyhpc-benchmarks-3.0 && pip3 install --no-cache-dir --user torch==1.10.0
+
+CMD ["/bin/bash"]