diff --git a/Jenkinsfile b/Jenkinsfile
index e8f5166..2b09c2a 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -8,11 +8,8 @@ pipeline {
     stages {
         stage('Build ML Base Image') {
             steps {
-                script {
-                    def img = docker.build("${env.PULL_REGISTRY}/ml_base:latest", "-f MLBaseDockerfile .")
-                    img.push()
-                }
-            }
+                sh "DOCKER_BUILDKIT=1 docker build -f MLBaseDockerfile -t ${env.PULL_REGISTRY}/ml_base:latest ."
+                sh "docker push ${env.PULL_REGISTRY}/ml_base:latest"
         }
     }
 }
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