I'm currently working on setting up TensorFlow Federated using Docker. Here's the steps I followed: Cloned the TensorFlow Federated repository:
git clone https://github.com/tensorflow/federated.git
cd federated
Since I couldn't find a Dockerfile in the cloned repository, I created one with the following content:
# Use an official Python runtime as a parent image
FROM python:3.10.9-slim
# Set the working directory in the container
WORKDIR /usr/src/app
# Copy the local requirements file to the container
COPY requirements.txt ./
RUN apt-get update && apt-get install -y build-essential
# Install TensorFlow Federated and any additional Python packages
RUN pip install --no-cache-dir tensorflow-federated \
&& pip install --no-cache-dir -r requirements.txt
# Copy the local code to the container
COPY . .
# Specify the default command to run when the container starts
CMD [ "python", "./your_script.py" ]
Built the Docker image:
docker build . --tag tensorflow_federated:latest
However, I'm encountering some issues during the build process. Specifically, I'm getting the following errors:
docker build . --tag tensorflow_federated:latest
anybody knows what should i do?