update NAS-Bench-102 baselines / support track_running_stats

scripts-search/algos/DARTS-V2.sh

@@ -19,6 +19,7 @@ seed=$2
 channel=16
 num_cells=5
 max_nodes=4
+space=nas-bench-102
 
 if [ "$dataset" == "cifar10" ] || [ "$dataset" == "cifar100" ]; then
   data_path="$TORCH_HOME/cifar.python"
@@ -26,11 +27,12 @@ else
   data_path="$TORCH_HOME/cifar.python/ImageNet16"
 fi
 
-save_dir=./output/cell-search-tiny/DARTS-V2-${dataset}
+save_dir=./output/search-cell-${space}/DARTS-V2-${dataset}
 
 OMP_NUM_THREADS=4 python ./exps/algos/DARTS-V2.py \
 	--save_dir ${save_dir} --max_nodes ${max_nodes} --channel ${channel} --num_cells ${num_cells} \
 	--dataset ${dataset} --data_path ${data_path} \
-	--search_space_name aa-nas \
+	--search_space_name ${space} \
+	--arch_nas_dataset ${TORCH_HOME}/NAS-Bench-102-v1_0-e61699.pth \
 	--arch_learning_rate 0.0003 --arch_weight_decay 0.001 \
 	--workers 4 --print_freq 200 --rand_seed ${seed}