Fine-Grained Visual Classification
Environment
1. Download PyTorch NGC Docker Image and RUN docker container
docker pull nvcr.io/nvidia/pytorch:22.05-py3
docker run --gpus all -it --rm -v local_dir:container_dir nvcr.io/nvidia/pytorch:22.05-py3
2. Install for development (inside the docker container!)
Install the library in the development mode:
pip install --editable .3. RUN jupyterlab and start training / experiments
jupyter lab --ip 0.0.0.0 --port 8888 --allow-root
Production installation [local environment]
Build the library:
# install build dependencies
pip install -U setuptools build
# build the package
python -m buildInstall .tar.gz or .whl file:
pip install dist/<package_name>.tar.gz
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