ARG PYTORCH="2.2.0"
ARG CUDA="11.8"
ARG CUDNN="8"

FROM pytorch/pytorch:${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel

ENV TORCH_CUDA_ARCH_LIST="6.0 6.1 7.0 7.5 8.0 8.6+PTX" \
    TORCH_NVCC_FLAGS="-Xfatbin -compress-all" \
    CMAKE_PREFIX_PATH="$(dirname $(which conda))/../" \
    FORCE_CUDA="1"


# Install the required packages
RUN apt-get update \
    && apt-get install -y ffmpeg libsm6 libxext6 git ninja-build libglib2.0-0 libsm6 libxrender-dev libxext6 \
    && apt-get clean \
    && rm -rf /var/lib/apt/lists/*


RUN mkdir genformer
WORKDIR /genformer

COPY requirements.txt requirements.txt
COPY setup.py setup.py

RUN pip3 install -r requirements.txt
RUN pip3 install robust-minisets

RUN python3 setup.py develop --user
