mirror of
https://github.com/open-mmlab/mmdeploy.git
synced 2025-01-14 08:09:43 +08:00
42 lines
1.3 KiB
Docker
42 lines
1.3 KiB
Docker
|
FROM nvcr.io/nvidia/tensorrt:21.04-py3
|
||
|
|
|
||
|
|
ARG CUDA=11.3
|
||
|
|
ARG PYTHON_VERSION=3.8
|
||
|
|
ARG TORCH_VERSION=1.10.0
|
||
|
|
ARG TORCHVISION_VERSION=0.11.0
|
||
|
|
ARG MMCV_VERSION=1.5.0
|
||
|
|
ARG PPLCV_VERSION=0.7.0
|
||
|
|
ENV FORCE_CUDA="1"
|
||
|
|
|
||
|
|
ENV DEBIAN_FRONTEND=noninteractive
|
||
|
|
|
||
|
|
### update apt and install libs
|
||
|
|
RUN apt-get update &&\
|
||
|
|
apt-get install -y libopencv-dev --no-install-recommends &&\
|
||
|
|
rm -rf /var/lib/apt/lists/*
|
||
|
|
|
||
|
|
RUN curl -fsSL -v -o ~/miniconda.sh -O https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
|
||
|
|
chmod +x ~/miniconda.sh && \
|
||
|
|
~/miniconda.sh -b -p /opt/conda && \
|
||
|
|
rm ~/miniconda.sh && \
|
||
|
|
/opt/conda/bin/conda install -y python=${PYTHON_VERSION} && \
|
||
|
|
/opt/conda/bin/conda clean -ya
|
||
|
|
|
||
|
|
### pytorch
|
||
|
|
RUN /opt/conda/bin/conda install pytorch==${TORCH_VERSION} torchvision==${TORCHVISION_VERSION} cudatoolkit=${CUDA} -c pytorch -c conda-forge
|
||
|
|
ENV PATH /opt/conda/bin:$PATH
|
||
|
|
|
||
|
|
### install mmcv-full
|
||
|
|
RUN /opt/conda/bin/pip install mmcv-full==${MMCV_VERSION} -f https://download.openmmlab.com/mmcv/dist/cu${CUDA//./}/torch${TORCH_VERSION}/index.html
|
||
|
|
|
||
|
|
WORKDIR /workspace
|
||
|
|
|
||
|
|
### build ppl.cv
|
||
|
|
RUN git clone https://github.com/openppl-public/ppl.cv.git &&\
|
||
|
|
cd ppl.cv &&\
|
||
|
|
git checkout tags/v${PPLCV_VERSION} -b v${PPLCV_VERSION} &&\
|
||
|
|
./build.sh cuda
|
||
|
|
|
||
|
|
# RUN ln -sf /opt/conda /home/circleci/project/conda
|
||
|
|
ENV TENSORRT_DIR=/workspace/tensorrt
|