FROM docker.mirrors.ustc.edu.cn/tensorflow/tensorflow:2.0.3-gpu-py3

RUN ln -sf /usr/share/zoneinfo/Asia/Shanghai /etc/localtime && echo "Asia/Shanghai" > /etc/timezone && \
	pip3 install -i https://pypi.tuna.tsinghua.edu.cn/simple numpy pandas sklearn scipy matplotlib seaborn pyyaml h5py hdfs

RUN pip install deepctr[gpu] -i http://pypi.douban.com/simple --trusted-host pypi.douban.com
RUN pip install keras==2.3.1 -i http://pypi.douban.com/simple --trusted-host pypi.douban.com


# cd /data/wangguisen/ad_ctr
# docker build -t tf-deepctr:1.0 -f ./dk/Dockerfile_base .

docker run --gpus '"device=0"' \
  --rm -it --name ad_ctr \
  -v /data/wangguisen/ad_ctr:/data/ad_ctr \
  tf-deepctr:1.0