Run Final_Jar_Testing_Linux_GPU in docker (#17533)

### Description
1. Create a package test image based on [RedHat
UBI](https://www.redhat.com/en/blog/introducing-red-hat-universal-base-image)
2. Install TensorRT 8.6.1.6 in RedHat. (Ref.
https://docs.nvidia.com/deeplearning/tensorrt/install-guide/index.html#maclearn-net-repo-install-rpm)
3. Run Final_Jar_Testing_Linux_GPU in docker (base image:
nvidia/cuda:11.8.0-cudnn8-devel-ubi8)

### Motivation and Context

[AB#18470](https://aiinfra.visualstudio.com/6a833879-cd9b-44a4-a9de-adc2d818f13c/_workitems/edit/18470)

### Verification

https://dev.azure.com/aiinfra/Lotus/_build/results?buildId=354004&view=logs&j=8939b564-1402-57b5-92dc-510eba75e069&t=8939b564-1402-57b5-92dc-510eba75e069

tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml

@@ -424,19 +424,32 @@ stages:
     - checkout: self
       submodules: false
     - template: templates/set-version-number-variables-step.yml
-    - task: DownloadPipelineArtifact@2
-      displayName: 'Download Final Jar'
-      inputs:
-        buildType: 'current'
-        artifactName: 'onnxruntime-java-gpu'
-        targetPath: '$(Build.BinariesDirectory)/final-jar'
 
-    - task: Bash@3
+    - template: templates/flex-downloadPipelineArtifact.yml
+      parameters:
+        StepName: 'Download Final Jar'
+        ArtifactName: onnxruntime-java-gpu
+        TargetPath: '$(Build.BinariesDirectory)/final-jar'
+        SpecificArtifact: ${{ parameters.specificArtifact }}
+        BuildId: ${{ parameters.BuildId }}
+
+    - template: templates/get-docker-image-steps.yml
+      parameters:
+        Dockerfile: tools/ci_build/github/linux/docker/Dockerfile.package_ubi8_cuda11_8_tensorrt8_6
+        Context: tools/ci_build/github/linux/docker/
+        DockerBuildArgs: "--build-arg BUILD_UID=$( id -u )"
+        Repository: onnxruntimeubi8packagestest
+        UpdateDepsTxt: false
+
+    - bash: |
+        docker run --rm \
+          --gpus all \
+          --volume $(Build.SourcesDirectory):/onnxruntime_src \
+          --volume $(Build.BinariesDirectory):/build \
+          --volume /data/models:/build/models:ro \
+          onnxruntimeubi8packagestest \
+          /bin/bash /onnxruntime_src/tools/ci_build/github/linux/java_linux_final_test.sh -r /build -v $(OnnxRuntimeVersion)
       displayName: 'Test'
-      inputs:
-        targetType: filePath
-        filePath: 'tools/ci_build/github/linux/java_linux_final_test.sh'
-        arguments: '-r $(Build.BinariesDirectory) -v $(OnnxRuntimeVersion)'
 
     - template: templates/component-governance-component-detection-steps.yml
       parameters:

tools/ci_build/github/azure-pipelines/templates/flex-downloadPipelineArtifact.yml

@@ -18,7 +18,7 @@ parameters:
 
 steps:
   - task: DownloadPipelineArtifact@2
-    displayName: ${{ parameters.StepName }}}
+    displayName: ${{ parameters.StepName }}
     inputs:
       artifactName: ${{ parameters.ArtifactName}}
       targetPath: '${{ parameters.TargetPath }}'

tools/ci_build/github/linux/docker/Dockerfile.package_ubi8_cuda11_8_tensorrt8_6

@@ -0,0 +1,45 @@
+# --------------------------------------------------------------
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License.
+# --------------------------------------------------------------
+# Dockerfile to Test ONNX Runtime on UBI8 with CUDA 11.8 and TensorRT 8.6
+
+# Build base image with required system packages
+FROM nvidia/cuda:11.8.0-cudnn8-devel-ubi8 AS base
+
+ENV PATH /usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/src/tensorrt/bin:${PATH}
+
+RUN dnf install -y bash wget &&\
+    dnf clean dbcache
+
+# Install python3
+RUN dnf install -y \
+    python3.8 \
+    python38-pip \
+    python38-wheel &&\
+    cd /usr/local/bin &&\
+    ln -s /usr/bin/python3 python3.8 &&\
+    ln -s /usr/bin/pip3 pip3.8;
+
+RUN pip3 install --upgrade pip
+RUN pip3 install setuptools>=41.0.0
+
+# Install TensorRT
+RUN dnf install -y libnvinfer8 libnvonnxparsers8 libnvparsers8 libnvinfer-plugin8 libnvinfer-lean8 libnvinfer-vc-plugin8 libnvinfer-dispatch8
+RUN v="8.6.1.6-1+cuda11.8" &&\
+    dnf downgrade -y libnvinfer8-${v} libnvinfer8-${v} libnvonnxparsers8-${v} libnvparsers8-${v} libnvinfer-plugin8-${v} libnvinfer-lean8-${v} libnvinfer-vc-plugin8-${v} libnvinfer-dispatch8-${v} &&\
+    dnf install -y dnf-plugin-versionlock &&\
+    dnf versionlock libnvinfer8 libnvonnxparsers8 libnvparsers8 libnvinfer-plugin8 libnvinfer-lean8 libnvinfer-vc-plugin8 libnvinfer-dispatch8
+RUN dnf clean dbcache
+
+
+ADD scripts /tmp/scripts
+RUN cd /tmp/scripts && /tmp/scripts/install_dotnet.sh && /tmp/scripts/install_java.sh && rm -rf /tmp/scripts
+
+# Build final image from base.
+FROM base as final
+ARG BUILD_USER=onnxruntimedev
+ARG BUILD_UID=1000
+RUN adduser --uid $BUILD_UID $BUILD_USER
+WORKDIR /home/$BUILD_USER
+USER $BUILD_USER

tools/ci_build/github/linux/docker/scripts/install_java.sh

@@ -0,0 +1,12 @@
+#!/bin/bash
+set -e -x
+
+if [ -f /etc/redhat-release ]; then
+    dnf install -y java-11-openjdk-devel \
+    && dnf clean dbcache
+elif [ -f /etc/os-release ]; then
+    apt-get update && apt-get install -y openjdk-11-jdk
+else
+  echo "Unsupported OS"
+  exit 1
+fi