diff --git a/tools/test_ci_model_benchmark.sh b/tools/test_ci_model_benchmark.sh
index ae2d4458efdb1..33d76dea2c5ca 100644
--- a/tools/test_ci_model_benchmark.sh
+++ b/tools/test_ci_model_benchmark.sh
@@ -20,18 +20,17 @@ function check_whl {
     [ $? -ne 0 ] && echo "build paddle failed." && exit 1
     pip uninstall -y paddlepaddle_gpu
     pip install build/python/dist/*.whl
-    mkdir build/pr_whl && cp build/python/dist/*.whl build/pr_whl
     [ $? -ne 0 ] && echo "install paddle failed." && exit 1
-
+    mkdir build/pr_whl && cp build/python/dist/*.whl build/pr_whl
     mkdir -p /tmp/pr && mkdir -p /tmp/develop
     unzip -q build/python/dist/*.whl -d /tmp/pr
     rm -f build/python/dist/*.whl && rm -f build/python/build/.timestamp
 
     git checkout .
     git checkout -b develop_base_pr upstream/$BRANCH
-    bash -x paddle/scripts/paddle_build.sh build
     [ $? -ne 0 ] && echo "install paddle failed." && exit 1
     cd build
+    make -j `nproc`
     unzip -q python/dist/*.whl -d /tmp/develop
 
     sed -i '/version.py/d' /tmp/pr/*/RECORD
@@ -40,6 +39,7 @@ function check_whl {
     if [ ${diff_whl} -eq 0 ];then
         echo "paddle whl does not diff in PR-CI-Model-benchmark, so skip this ci"
         echo "ipipe_log_param_isSkipTest_model_benchmark: 1" 
+        echo "cpu_benchmark=ON" >${cfs_dir}/model_benchmark/${AGILE_PULL_ID}/${AGILE_REVISION}/pass.txt
         exit 0
     else
         echo "ipipe_log_param_isSkipTest_model_benchmark: 0"
@@ -47,7 +47,7 @@ function check_whl {
 }
 
 function compile_install_paddle {
-    export CUDA_ARCH_NAME=Auto
+    export CUDA_ARCH_NAME=${CUDA_ARCH_NAME:-Auto}
     export PY_VERSION=3.7
     export WITH_DISTRIBUTE=OFF
     export WITH_GPU=ON