Upgrade NAS-Bench-201 to APIv1.3/FILEv1.1

scripts-search/algos/REINFORCE.sh

@@ -2,9 +2,9 @@
 # bash ./scripts-search/algos/REINFORCE.sh 0.001 -1
 echo script name: $0
 echo $# arguments
-if [ "$#" -ne 2 ] ;then
+if [ "$#" -ne 3 ] ;then
   echo "Input illegal number of parameters " $#
-  echo "Need 2 parameters for LR and seed"
+  echo "Need 3 parameters for dataset, LR, and seed"
   exit 1
 fi
 if [ "$TORCH_HOME" = "" ]; then
@@ -14,13 +14,15 @@ else
   echo "TORCH_HOME : $TORCH_HOME"
 fi
 
-dataset=cifar10
-LR=$1
-seed=$2
+dataset=$1
+LR=$2
+seed=$3
 channel=16
 num_cells=5
 max_nodes=4
 space=nas-bench-201
+#benchmark_file=${TORCH_HOME}/NAS-Bench-201-v1_0-e61699.pth
+benchmark_file=${TORCH_HOME}/NAS-Bench-201-v1_1-096897.pth
 
 save_dir=./output/search-cell-${space}/REINFORCE-${dataset}-${LR}
 
@@ -28,7 +30,7 @@ OMP_NUM_THREADS=4 python ./exps/algos/reinforce.py \
 	--save_dir ${save_dir} --max_nodes ${max_nodes} --channel ${channel} --num_cells ${num_cells} \
 	--dataset ${dataset} \
 	--search_space_name ${space} \
-	--arch_nas_dataset ${TORCH_HOME}/NAS-Bench-201-v1_0-e61699.pth \
+	--arch_nas_dataset ${benchmark_file} \
 	--time_budget 12000 \
 	--learning_rate ${LR} --EMA_momentum 0.9 \
 	--workers 4 --print_freq 200 --rand_seed ${seed}