diff --git a/docker/Dockerfile.ci_gpu b/docker/Dockerfile.ci_gpu
index 7816422b6492..1216f12668c5 100644
--- a/docker/Dockerfile.ci_gpu
+++ b/docker/Dockerfile.ci_gpu
@@ -32,6 +32,9 @@ RUN bash /install/ubuntu1804_install_python.sh
 # Globally disable pip cache
 RUN pip config set global.no-cache-dir false
 
+COPY install/ubuntu_install_cmake_source.sh /install/ubuntu_install_cmake_source.sh
+RUN bash /install/ubuntu_install_cmake_source.sh
+
 COPY install/ubuntu1804_install_llvm.sh /install/ubuntu1804_install_llvm.sh
 RUN bash /install/ubuntu1804_install_llvm.sh