-
Notifications
You must be signed in to change notification settings - Fork 2.6k
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
1 parent
837ee77
commit 0cebcb4
Showing
1 changed file
with
35 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,35 @@ | ||
ARG PYTORCH="1.11.0" | ||
ARG CUDA="11.3" | ||
ARG CUDNN="8" | ||
ARG MMCV="2.0.1" | ||
|
||
FROM pytorch/pytorch:${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel | ||
|
||
ENV TORCH_CUDA_ARCH_LIST="6.0 6.1 7.0+PTX" | ||
ENV TORCH_NVCC_FLAGS="-Xfatbin -compress-all" | ||
ENV CMAKE_PREFIX_PATH="$(dirname $(which conda))/../" | ||
|
||
# To fix GPG key error when running apt-get update | ||
RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/3bf863cc.pub | ||
RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64/7fa2af80.pub | ||
|
||
RUN apt-get update && apt-get install -y git ninja-build libglib2.0-0 libsm6 libxrender-dev libxext6 libgl1-mesa-dev \ | ||
&& apt-get clean \ | ||
&& rm -rf /var/lib/apt/lists/* | ||
|
||
RUN conda clean --all | ||
|
||
# Install MMCV | ||
ARG PYTORCH | ||
ARG CUDA | ||
ARG MMCV | ||
RUN ["/bin/bash", "-c", "pip install openmim"] | ||
RUN ["/bin/bash", "-c", "mim install mmengine"] | ||
RUN ["/bin/bash", "-c", "mim install mmcv==${MMCV}"] | ||
|
||
# Install MMSegmentation | ||
RUN git clone -b main https://github.com/zivdar001matin/zero_mould_mmsegmentation.git /mmsegmentation | ||
WORKDIR /mmsegmentation | ||
ENV FORCE_CUDA="1" | ||
RUN pip install -r requirements.txt | ||
RUN pip install --no-cache-dir -e . |