diff --git a/tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml b/tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml
index a6ae0eddc6..c6dbf9ac5d 100644
--- a/tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml
+++ b/tools/ci_build/github/azure-pipelines/c-api-noopenmp-packaging-pipelines.yml
@@ -74,14 +74,14 @@ stages:
     timeoutInMinutes: 120
     pool: 'Onnxruntime-Linux-GPU'
     variables:
-      CUDA_VERSION: '11.6'
+      CUDA_VERSION: '11.8'
     steps:
     - template: templates/set-version-number-variables-step.yml
     - template: templates/get-docker-image-steps.yml
       parameters:
         Dockerfile: tools/ci_build/github/linux/docker/inference/x64/default/cpu/Dockerfile
         Context: tools/ci_build/github/linux/docker/inference/x64/default/cpu
-        DockerBuildArgs: "--build-arg BUILD_UID=$( id -u ) --build-arg BASEIMAGE=nvidia/cuda:11.6.2-cudnn8-devel-centos7"
+        DockerBuildArgs: "--build-arg BUILD_UID=$( id -u ) --build-arg BASEIMAGE=nvidia/cuda:11.8.0-cudnn8-devel-centos7"
         Repository: onnxruntimecuda11centosbuild
 
     - script: $(Build.SourcesDirectory)/tools/ci_build/github/linux/build_cuda_c_api_package.sh