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Experiment Environment

  • CentOS Linux release 7.9.2009 (Core)
  • Slurm Workload Manager
  • CUDA 11.8
  • Python 3.8
  • PyTorch 2.2.2

Installation

Modify the path in scripts/train.sh to the following <PATH> if you run with shell.

conda create -p <PATH>/tactic python=3.8
conda activate tactic

pytorch

pip install torch==2.2.2 torchvision==0.17.2 --index-url https://download.pytorch.org/whl/cu118

other requirements

pip install -r requirements.txt

# for GAL eval
pip install pandas
pip install joblib

----- Optional -----
# for flop counting
pip install fvcore

# for GAR confusion matrix
pip install seaborn