# ======================================================================== # Module list for ``EvTexture: Event-driven Texture Enhancement for Video Super-resolution'' paper (ICML 2024). # ------------------------------------------------------------------------ # python 3.7 (conda) # pytorch 1.10.2+cu111 (pip) # torchvision 0.11.3+cu111 (pip) # BasicSR 1.4.2 (pip) # ======================================================================== FROM nvidia/cuda:11.1.1-cudnn8-devel-ubuntu20.04 ENV PATH /opt/conda/bin:$PATH ENV LD_LIBRARY_PATH /usr/local/cuda/extras/CUPTI/lib64:/usr/local/cuda/compat/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64:/usr/lib/x86_64-linux-gnu:/usr/local/cuda-11.1/lib64:$LD_LIBRARY_PATH ENV PIP_ROOT_USER_ACTION=ignore COPY ./EvTexture /EvTexture RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \ rm -rf /var/lib/apt/lists/* \ /etc/apt/sources.list.d/cuda.list \ /etc/apt/sources.list.d/nvidia-ml.list && \ apt-get update && \ apt-get upgrade -y && \ # ================================================================== # environments # ------------------------------------------------------------------ DEBIAN_FRONTEND=noninteractive $APT_INSTALL \ apt-utils \ build-essential \ ca-certificates \ wget \ cmake \ unzip \ vim-gtk3 \ git \ g++ \ gcc \ libboost-dev \ libboost-thread-dev \ libboost-filesystem-dev \ libglib2.0-0 \ libsm6 \ libxext6 \ libxrender-dev \ libgl1-mesa-glx \ && \ # ================================================================= # Miniconda3 # ---------------------------------------------------------------- wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O /tmp/miniconda.sh && \ /bin/bash /tmp/miniconda.sh -b -p /opt/conda && \ # ================================================================ # dependencys for environment evtexture conda update -y conda && \ conda create -y -n evtexture python=3.7 && \ /bin/bash -c "source activate evtexture && pip install --upgrade pip && pip --no-cache-dir install torch==1.10.2+cu111 torchvision==0.11.3+cu111 -f https://download.pytorch.org/whl/torch_stable.html && cd /EvTexture && pip --no-cache-dir install -r requirements.txt && python setup.py develop" && \ # ================================================================= # cleanup #----------------------------------------------------------------- ldconfig && \ apt-get clean && \ apt-get autoremove && \ rm -rf /var/lib/apt/lists/* /tmp/*