diff --git a/tools/scripts/slurm_test_mgpu.sh b/tools/scripts/slurm_test_mgpu.sh
new file mode 100644
index 0000000..7e1a1d6
--- /dev/null
+++ b/tools/scripts/slurm_test_mgpu.sh
@@ -0,0 +1,30 @@
+#!/usr/bin/env bash
+
+set -x
+
+PARTITION=$1
+GPUS=$2
+GPUS_PER_NODE=$GPUS
+PY_ARGS=${@:3}
+JOB_NAME=eval
+SRUN_ARGS=${SRUN_ARGS:-""}
+
+while true
+do
+    PORT=$(( ((RANDOM<<15)|RANDOM) % 49152 + 10000 ))
+    status="$(nc -z 127.0.0.1 $PORT < /dev/null &>/dev/null; echo $?)"
+    if [ "${status}" != "0" ]; then
+        break;
+    fi
+done
+echo $PORT
+
+srun -p ${PARTITION} \
+    --job-name=${JOB_NAME} \
+    --gres=gpu:${GPUS_PER_NODE} \
+    --ntasks=${GPUS} \
+    --ntasks-per-node=${GPUS_PER_NODE} \
+    --kill-on-bad-exit=1 \
+    ${SRUN_ARGS} \
+    python -u test.py --launcher slurm --tcp_port $PORT ${PY_ARGS}
+