Switch base image to UBI for AMD rocm install

Signed-off-by: Harshad Reddy Nalla <[email protected]>

amd/ubi9-python-3.9/Dockerfile

@@ -0,0 +1,39 @@
+# Install ROCm AMD from:
+# https://github.com/ROCm/ROCm-docker/blob/master/dev/Dockerfile-centos-7-complete
+ARG BASE_IMAGE
+FROM ${BASE_IMAGE}
+LABEL name="odh-notebook-rocm-python-3.9" \
+      summary="ROCm Python 3.9 base image for ODH notebooks" \
+      description="ROCm Python 3.9 builder image based on UBI9 for ODH notebooks" \
+      io.k8s.display-name="ROCm Python 3.9 base image for ODH notebooks" \
+      io.k8s.description="ROCm Python 3.9 builder image based on UBI9 for ODH notebooks" \
+      authoritative-source-url="https://github.com/opendatahub-io/notebooks" \
+      io.openshift.build.commit.ref="main" \
+      io.openshift.build.source-location="https://github.com/opendatahub-io/notebooks/tree/main/amd/ubi9-python-3.9" \
+      io.openshift.build.image="quay.io/opendatahub/workbench-images:rocm-ubi9-python-3.9"
+
+USER 0
+WORKDIR /opt/app-root/bin
+
+ARG ROCM_VERSION=6.1
+ARG AMDGPU_VERSION=6.1
+
+# Enable epel-release repositories
+
+# Install the ROCm rpms
+RUN echo "[ROCm]" > /etc/yum.repos.d/rocm.repo && \
+    echo "name=ROCm" >> /etc/yum.repos.d/rocm.repo && \
+    echo "baseurl=https://repo.radeon.com/rocm/rhel9/$ROCM_VERSION/main" >> /etc/yum.repos.d/rocm.repo && \
+    echo "enabled=1" >> /etc/yum.repos.d/rocm.repo && \
+    echo "gpgcheck=0" >> /etc/yum.repos.d/rocm.repo && \
+    echo "[amdgpu]" > /etc/yum.repos.d/amdgpu.repo && \
+    echo "name=amdgpu" >> /etc/yum.repos.d/amdgpu.repo && \
+    echo "baseurl=https://repo.radeon.com/amdgpu/$AMDGPU_VERSION/rhel/9.4/main/x86_64" >> /etc/yum.repos.d/amdgpu.repo && \
+    echo "enabled=1" >> /etc/yum.repos.d/amdgpu.repo && \
+    echo "gpgcheck=0" >> /etc/yum.repos.d/amdgpu.repo && \
+    yum install -y rocm && \
+    yum clean all && rm -rf /var/cache/yum
+
+# Restore notebook user workspace
+USER 1001
+WORKDIR /opt/app-root/src