This code is implemented based on NATS-Bench's offical DARTS V1 code. You can also re-implement the code via simply shrinking DARTS's candidate operator number to 1, then replace all the operators with convolutions. You may find more information about the code's usage in NATS-Bench's website: https://github.com/D-X-Y/AutoDL-Projects/blob/master/docs/NATS-Bench.md

You can re-implement our result with command:
python ./exps/NATS-algos/search-cell.py --dataset cifar10  --data_path $TORCH_HOME/cifar.python --algo darts-v1

