Pytorch模型部署

# open authorized_keys
vim ~/.ssh/authorized_keys
# copy local public key to it

# install miniconda
bash Miniconda3-py39_4.11.0-Linux-x86_64.sh
# init conda
conda init

# create env
conda create -n <env name> python=3.8
# env
conda activate <env name>
# flask & request
pip install flask flask-restful requests
# pytorch (no gpu)
pip3 install torch==1.10.2+cpu torchvision==0.11.3+cpu torchaudio==0.10.2+cpu -f https://download.pytorch.org/whl/cpu/torch_stable.html
# gunicorn
pip install gunicorn

# cd to the app folder
gunicorn -D -w 4 -b 0.0.0.0:5000 app:app

kill -s 9 <pid>

ps -aux