diff --git a/Jenkinsfile b/Jenkinsfile
index ef13eb85c29a..1aec82c6f063 100755
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -46,7 +46,7 @@ import org.jenkinsci.plugins.pipeline.modeldefinition.Utils
 
 // NOTE: these lines are scanned by docker/dev_common.sh. Please update the regex as needed. -->
 ci_lint = "tlcpack/ci-lint:v0.67"
-ci_gpu = "tlcpack/ci-gpu:v0.79"
+ci_gpu = "tlcpackstaging/ci_gpu:20220112-000102-d1ee20191"
 ci_cpu = "tlcpack/ci-cpu:v0.80"
 ci_wasm = "tlcpack/ci-wasm:v0.71"
 ci_i386 = "tlcpack/ci-i386:v0.74"