python-pytorchHow can I use Docker to deploy a Python application using PyTorch?

To deploy a Python application using PyTorch using Docker, the following steps can be followed:

1. Create a Dockerfile:

FROM ubuntu

RUN apt-get update && apt-get install -y python3 python3-pip

RUN pip3 install torch

COPY . /app
WORKDIR /app

CMD ["python3", "main.py"]

2. Build the Docker image:

docker build -t pytorch-app .

3. Run the Docker container:

docker run -it --rm pytorch-app

4. Push the image to a registry:

docker push pytorch-app

This will deploy the Python application using PyTorch with Docker.

Helpful links

• Docker Documentation
• PyTorch Documentation

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