Revert "Revert some pipeline changes in #5874"

This reverts commit f7d671a.

Author: snnn

csharp/test/Microsoft.ML.OnnxRuntime.EndToEndTests/runtest-docker-gpu.sh

@@ -27,6 +27,6 @@ docker run --gpus all --rm \
         -e "PackageName=$PackageName" \
         -e "RunTestCsharp=$RunTestCsharp" \
         -e "RunTestNative=$RunTestNative" \
-        onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntimecentosgpubuild:cht \
+        onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntimegpubuild:ch4 \
         /bin/bash /onnxruntime_src/csharp/test/Microsoft.ML.OnnxRuntime.EndToEndTests/runtest.sh \
         /home/onnxruntimedev/$NUGET_REPO_DIRNAME /onnxruntime_src /home/onnxruntimedev $CurrentOnnxRuntimeVersion

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

@@ -58,7 +58,7 @@ jobs:
         script: |
           mkdir -p $HOME/.onnx
           docker run --gpus all -e NVIDIA_VISIBLE_DEVICES=all --rm --volume /data/onnx:/data/onnx:ro --volume $(Build.SourcesDirectory):/onnxruntime_src --volume $(Build.BinariesDirectory):/build \
-          --volume /data/models:/build/models:ro --volume $HOME/.onnx:/home/onnxruntimedev/.onnx -e NIGHTLY_BUILD onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntimecentosgpubuild:cht \
+          --volume /data/models:/build/models:ro --volume $HOME/.onnx:/home/onnxruntimedev/.onnx -e NIGHTLY_BUILD onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntimegpubuild:chq \
           python3 /onnxruntime_src/tools/ci_build/build.py --build_dir /build --config Release \
           --skip_submodule_sync  --parallel --build_shared_lib --use_cuda --cuda_version=10.2 --cuda_home=/usr/local/cuda-10.2 --cudnn_home=/usr/local/cuda-10.2
         workingDirectory: $(Build.SourcesDirectory)

tools/ci_build/github/azure-pipelines/java-api-packaging-pipelines-gpu.yml

@@ -24,7 +24,7 @@ jobs:
       inputs:
         script: |
           mkdir -p $HOME/.onnx
-          docker run --gpus all -e NVIDIA_VISIBLE_DEVICES=all --rm --volume /data/onnx:/data/onnx:ro --volume $(Build.SourcesDirectory):/onnxruntime_src --volume $(Build.BinariesDirectory):/build --volume /data/models:/build/models:ro --volume $HOME/.onnx:/home/onnxruntimedev/.onnx -e NIGHTLY_BUILD onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntimecentosgpubuild:cht python3 /onnxruntime_src/tools/ci_build/build.py --build_dir /build --config Release --skip_submodule_sync  --parallel --build_java --build_shared_lib --use_cuda --cuda_version=10.2 --cuda_home=/usr/local/cuda-10.2  --cudnn_home=/usr/local/cuda-10.2
+          docker run --gpus all -e NVIDIA_VISIBLE_DEVICES=all --rm --volume /data/onnx:/data/onnx:ro --volume $(Build.SourcesDirectory):/onnxruntime_src --volume $(Build.BinariesDirectory):/build --volume /data/models:/build/models:ro --volume $HOME/.onnx:/home/onnxruntimedev/.onnx -e NIGHTLY_BUILD onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntimegpubuild:chq python3 /onnxruntime_src/tools/ci_build/build.py --build_dir /build --config Release --skip_submodule_sync  --parallel --build_java --build_shared_lib --use_cuda --cuda_version=10.2 --cuda_home=/usr/local/cuda-10.2  --cudnn_home=/usr/local/cuda-10.2
         workingDirectory: $(Build.SourcesDirectory)
     - task: Docker@2
       displayName: logout
@@ -258,7 +258,7 @@ jobs:
   - task: CmdLine@2
     inputs:
       script: |
-          docker run --gpus all -e NVIDIA_VISIBLE_DEVICES=all --rm --volume /data/onnx:/data/onnx:ro --volume $(Build.SourcesDirectory):/onnxruntime_src --volume $(Build.BinariesDirectory):/build -e NIGHTLY_BUILD onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntimecentosgpubuild:cht /onnxruntime_src/tools/ci_build/github/linux/java_linux_final_test.sh -v $(OnnxRuntimeVersion) -r /build
+          docker run --gpus all -e NVIDIA_VISIBLE_DEVICES=all --rm --volume /data/onnx:/data/onnx:ro --volume $(Build.SourcesDirectory):/onnxruntime_src --volume $(Build.BinariesDirectory):/build -e NIGHTLY_BUILD onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntimegpubuild:chq /onnxruntime_src/tools/ci_build/github/linux/java_linux_final_test.sh -v $(OnnxRuntimeVersion) -r /build
       workingDirectory: $(Build.BinariesDirectory)/final-jar
 
   - task: Docker@2

tools/ci_build/github/azure-pipelines/linux-multi-gpu-ci-pipeline.yml

@@ -27,7 +27,7 @@ jobs:
           --volume $HOME/.onnx:/home/onnxruntimedev/.onnx \
           -e NIGHTLY_BUILD \
           -e BUILD_BUILDNUMBER \
-          onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntimecentosgpubuild:cht \
+          onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntimegpubuild:chq \
             python3 /onnxruntime_src/tools/ci_build/build.py \
               --build_dir /build --cmake_generator Ninja \
               --config Debug Release \

tools/ci_build/github/azure-pipelines/nuget/templates/gpu.yml

@@ -89,7 +89,7 @@ jobs:
       inputs:
         script: |
           mkdir -p $HOME/.onnx
-          docker run --gpus all -e NVIDIA_VISIBLE_DEVICES=all --rm --volume /data/onnx:/data/onnx:ro --volume $(Build.SourcesDirectory):/onnxruntime_src --volume $(Build.BinariesDirectory):/build --volume /data/models:/build/models:ro --volume $HOME/.onnx:/home/onnxruntimedev/.onnx -e NIGHTLY_BUILD onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntimecentosgpubuild:cht \
+          docker run --gpus all -e NVIDIA_VISIBLE_DEVICES=all --rm --volume /data/onnx:/data/onnx:ro --volume $(Build.SourcesDirectory):/onnxruntime_src --volume $(Build.BinariesDirectory):/build --volume /data/models:/build/models:ro --volume $HOME/.onnx:/home/onnxruntimedev/.onnx -e NIGHTLY_BUILD onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntimegpubuild:chq \
           /bin/bash -c "python3 /onnxruntime_src/tools/ci_build/build.py --build_dir /build --config Release --skip_submodule_sync  --parallel --build_shared_lib --use_cuda --cuda_version=10.2 --cuda_home=/usr/local/cuda-10.2 --cudnn_home=/usr/local/cuda-10.2 --enable_onnx_tests && cd /build/Release && make install DESTDIR=/build/linux-x64"
     - task: Docker@2
       displayName: logout