docker/Dockerfile_xDiT

FROM nvidia/cuda:11.8.0-cudnn8-devel-ubuntu22.04

ENV DEBIAN_FRONTEND=noninteractive

# Install necessary packages
RUN apt-get update && apt-get install -y --no-install-recommends \
    python3 \
    python3-pip \
    python3-dev \
    git \
    wget \
    bzip2 \
    && rm -rf /var/lib/apt/lists/*

# Install Miniconda
RUN wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O /tmp/miniconda.sh \
    && bash /tmp/miniconda.sh -b -p /opt/conda \
    && rm /tmp/miniconda.sh

# Set up environment variables for Conda
ENV PATH="/opt/conda/bin:$PATH"

# Create a new conda environment
RUN conda create -n myenv python=3.10 -y

# Activate the conda environment
SHELL ["/bin/bash", "--login", "-c"]
RUN echo "source activate myenv" > ~/.bashrc
ENV PATH /opt/conda/envs/myenv/bin:$PATH

# Install PyTorch and other dependencies using conda
RUN conda install pytorch==2.4.0 torchvision==0.19.0 torchaudio==2.4.0  pytorch-cuda=11.8 -c pytorch -c nvidia

COPY ./requirements_xdit.txt /tmp/requirements_xdit.txt
RUN pip install --no-cache-dir -r /tmp/requirements_xdit.txt

# Set working directory
WORKDIR /workspace

# Default command
CMD ["/bin/bash"]