#!/bin/bash DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" echo "$DIR" function stop_processes() { ps -efww | grep -E 'api_server' | grep -v grep | awk '{print $2}' | xargs kill -9 || true ps -efww | grep -E '8188' | grep -v grep | awk '{print $2}' | xargs kill -9 || true lsof -t -i :8188 | xargs kill -9 || true } echo "Clean up processes..." stop_processes echo "Clean up completed." export model_path=${MODEL_PATH}/paddle/ERNIE-4.5-21B-A3B-Paddle python -m pip install paddlepaddle_dcu==3.1.1 -i https://www.paddlepaddle.org.cn/packages/stable/dcu/ python -m pip install https://paddle-whl.bj.bcebos.com/stable/dcu/triton/triton-3.0.0%2Bdas.opt4.0da70a2.dtk2504-cp310-cp310-manylinux_2_28_x86_64.whl python -m pip install git+https://github.com/zhoutianzi666/UseTritonInPaddle.git python -c "import use_triton_in_paddle; use_triton_in_paddle.make_triton_compatible_with_paddle()" echo "pip install requirements_dcu" python -m pip install -r requirements_dcu.txt -i https://pypi.tuna.tsinghua.edu.cn/simple echo "build whl" bash build.sh || exit 1 unset http_proxy unset https_proxy unset no_proxy rm -rf log/* rm -f core* # Empty the message queue ipcrm --all=msg echo "Start server..." export FD_ATTENTION_BACKEND="BLOCK_ATTN" python -m fastdeploy.entrypoints.openai.api_server \ --model ${model_path} \ --port 8188 \ --tensor-parallel-size 4 \ --gpu-memory-utilization 0.8 \ --quantization wint8 > server.log 2>&1 & echo "Waiting 90 seconds..." sleep 90 if grep -q "Failed to launch worker processes" server.log; then echo "Failed to launch worker processes..." stop_processes cat server.log cat log/workerlog.0 exit 1 fi if grep -q "Traceback (most recent call last):" server.log; then echo "Some errors occurred..." stop_processes cat server.log cat log/workerlog.0 exit 1 fi # Health check TIMEOUT=$((5 * 60)) INTERVAL=10 # Check interval (seconds) ENDPOINT="http://0.0.0.0:8188/health" START_TIME=$(date +%s) # Record the start timestamp echo "Start the server health check, maximum waiting time: ${TIMEOUT} seconds..." while true; do # Used to calculate the time cost CURRENT_TIME=$(date +%s) ELAPSED=$((CURRENT_TIME - START_TIME)) # Timeout if [ $ELAPSED -ge $TIMEOUT ]; then echo -e "\nServer start timeout: After $((TIMEOUT/60)) minutes, the service still doesn't start!" cat server.log cat log/workerlog.0 exit 1 fi HTTP_CODE=$(curl -s -o /dev/null -w "%{http_code}" -m 2 "$ENDPOINT" || true) if [ "$HTTP_CODE" = "200" ]; then echo -e "\nThe server was successfully launched! Totally takes $((ELAPSED+90)) seconds." break else sleep $INTERVAL fi done cat server.log echo -e "\n" echo "Start inference..." python test/ci_use/DCU/run_ernie.py exit_code=$? echo "exit_code is ${exit_code}.\n" echo "Stop server..." stop_processes echo "Stop server done." if [ ${exit_code} -ne 0 ]; then echo "Exit with error, please refer to log/workerlog.0" cat log/workerlog.0 exit 1 fi