Allocate a GPU node
srun -p gpu_small --gres:gpu:2 --pty bash -i
Load the basic modules
module load apptainer/1.3.1-gcc-14.1.0-s45cnty cudnn-8.1.1.33-11.2-gcc-8.3.0-cuda-puavfnj cuda-11.2.2-gcc-8.3.0-zuguy2i
Pull this image:
apptainer pull docker://mogekag/mmdetection:mintrop-gpu
(Optional) If you wish to run the tests, first clone the project:
git clone https://github.com/open-mmlab/mmdetection
Using apptainer, pull a shell:
apptainer shell --nv -e mmdetection_mintrop-gpu.sif
(Optional) Run the tests:
cd mmdetection
python3 -m pip install pytest xdoctest motmetrics lap openmim motmetrics mmpretrain transformers instaboostfast sklearn scikit-image memory_profiler imagecorruptions seaborn
python3 -m pip install -U numpy==1.23.5
python3 -m pip install git+https://github.com/cocodataset/panopticapi.git git+https://github.com/JonathonLuiten/TrackEval.git
pytest test/
Content type
Image
Digest
sha256:0d19399dc…
Size
8.3 GB
Last updated
almost 2 years ago
docker pull mogekag/mmdetection:mintrop-gpu-dev