docker

 

编写Dockerfile

将Dcokerfile文件置于项目根目录下，文件内容如下

FROM python:3.7

WORKDIR ./docker_demo
 
ADD . .

RUN pip install -r requirements.txt

CMD ["python", "./src/main.py"]

 docker run -t --rm -p 8500:8500 -p 8501:8501 -v "/aa/examples/test:/models" -v /aa/config:/config -e TF_CPP_MIN_VLOG_LEVEL=4 tensorflow/serving:2.11.0-gpu -e MODEL_NAME=test   --per_process_gpu_memory_fraction=0.8  --enable_batching=true --model_config_file=/config/model.config > /aa/logs/4.log &

/aa/examples/test:/models 路径的映射

config:{

name:'query_tower'

base_path:'/models/query_tower'

model_platform:'tensorflow'

}