diff --git a/paddle/scripts/paddle_build.sh b/paddle/scripts/paddle_build.sh
index 8d8cfec4ca55571bd64f1788e6983d7381e85fc5..091ad3eda8b75327606efcad39930b8a9c580836 100755
--- a/paddle/scripts/paddle_build.sh
+++ b/paddle/scripts/paddle_build.sh
@@ -415,9 +415,11 @@ function gen_dockerfile() {
 
     DOCKERFILE_GPU_ENV=""
     DOCKERFILE_CUDNN_DSO=""
+    DOCKERFILE_CUBLAS_DSO=""
     if [[ ${WITH_GPU:-OFF} == 'ON' ]]; then
         DOCKERFILE_GPU_ENV="ENV LD_LIBRARY_PATH /usr/lib/x86_64-linux-gnu:\${LD_LIBRARY_PATH}"
-        DOCKERFILE_CUDNN_DSO="RUN ln -s /usr/lib/x86_64-linux-gnu/libcudnn.so.${CUDNN_MAJOR} /usr/lib/x86_64-linux-gnu/libcudnn.so"
+        DOCKERFILE_CUDNN_DSO="RUN ln -sf /usr/lib/x86_64-linux-gnu/libcudnn.so.${CUDNN_MAJOR} /usr/lib/x86_64-linux-gnu/libcudnn.so"
+        DOCKERFILE_CUBLAS_DSO="RUN ln -sf /usr/local/cuda/targets/x86_64-linux/lib/libcublas.so.${CUDNN_MAJOR} /usr/lib/x86_64-linux-gnu/libcublas.so"
     fi
 
     cat <<EOF
@@ -458,6 +460,7 @@ EOF
         ${PADDLE_VERSION} && \
         ldconfig
     ${DOCKERFILE_CUDNN_DSO}
+    ${DOCKERFILE_CUBLAS_DSO}
     ${DOCKERFILE_GPU_ENV}
     ENV NCCL_LAUNCH_MODE PARALLEL
 EOF