mirror of
https://github.com/kodxana/madiator-docker-runpod.git
synced 2024-11-24 03:40:12 +01:00
51 lines
1.5 KiB
Docker
51 lines
1.5 KiB
Docker
FROM madiator2011/better-pytorch:cuda12.1
|
|
ARG DEBIAN_FRONTEND=noninteractive
|
|
ARG TORCH
|
|
ARG TORCHVISION
|
|
ARG TORCHAUDIO
|
|
ARG PYTHON_VERSION
|
|
|
|
# Use bash shell
|
|
SHELL ["/bin/bash", "-o", "pipefail", "-c"]
|
|
|
|
# Set environment variables
|
|
ENV DEBIAN_FRONTEND=noninteractive
|
|
ENV SHELL=/bin/bash
|
|
ENV PYTHONUNBUFFERED=1
|
|
ENV LD_LIBRARY_PATH="/usr/local/cuda-12.1/targets/x86_64-linux/lib/"
|
|
|
|
# Create workspace directory
|
|
WORKDIR /
|
|
|
|
# Install any additional packages not included in the base image
|
|
RUN apt-get update --yes && \
|
|
apt-get upgrade --yes && \
|
|
apt-get autoremove -y && \
|
|
apt-get clean && \
|
|
rm -rf /var/lib/apt/lists/* && \
|
|
echo "en_US.UTF-8 UTF-8" > /etc/locale.gen
|
|
|
|
# Clone EveryDream2trainer repository
|
|
WORKDIR /root
|
|
RUN git clone https://github.com/victorchall/EveryDream2trainer
|
|
|
|
# Add requirements files and install Python packages from the cloned repository
|
|
RUN pip install --upgrade --no-cache-dir pip && \
|
|
pip install ${TORCH} torchvision torchaudio && \
|
|
pip install --no-deps xformers==0.0.22.post7 && \
|
|
pip install --no-cache-dir -r /root/EveryDream2trainer/docker/requirements-build.txt && \
|
|
pip install --no-cache-dir -r /root/EveryDream2trainer/docker/requirements-runtime.txt
|
|
|
|
# Copy pre_start.sh script to the image
|
|
COPY pre_start.sh /pre_start.sh
|
|
RUN chmod +x /pre_start.sh
|
|
|
|
# Copy notebook
|
|
COPY Train_RunPod.ipynb /root/EveryDream2trainer/Train_RunPod.ipynb
|
|
|
|
# Start Scripts
|
|
COPY --from=scripts start.sh /
|
|
RUN chmod +x /start.sh
|
|
|
|
# Set the default command for the container
|
|
CMD [ "/start.sh" ]
|