I have created a docker image for the torchserve model used for sentiment analysis. I am able to run the torchserve model and get right responses but after creating the docker image, when I send curl request, I get curl: (56) Recv failure: Connection reset by peer.
This is my Dockerfile
FROM pytorch/torchserve
#set the working directory
WORKDIR /app
COPY model_store app/model_store
COPY requirements.txt app/
RUN pip install -r app/requirements.txt
COPY start_torchserve.sh app/
EXPOSE 8080/tcp
EXPOSE 8080/udp
EXPOSE 8081/tcp
EXPOSE 8081/udp
CMD ["torchserve", "--start", "--model-store","app/model_store","--models", "FirstModel.mar"]
I ran the docker image with docker run -it -p 8080:8080 --gpus all torchserve.
I am able to receive responses inside the docker container but when I hit the api outside the container I get curl: (56) Recv failure: Connection reset by peer.