update baseline NAS algos

scripts-search/algos/REINFORCE.sh

@@ -0,0 +1,37 @@
+#!/bin/bash
+# bash ./scripts-search/algos/REINFORCE.sh -1
+echo script name: $0
+echo $# arguments
+if [ "$#" -ne 1 ] ;then
+  echo "Input illegal number of parameters " $#
+  echo "Need 1 parameters for seed"
+  exit 1
+fi
+if [ "$TORCH_HOME" = "" ]; then
+  echo "Must set TORCH_HOME envoriment variable for data dir saving"
+  exit 1
+else
+  echo "TORCH_HOME : $TORCH_HOME"
+fi
+
+dataset=cifar10
+seed=$1
+channel=16
+num_cells=5
+max_nodes=4
+
+if [ "$dataset" == "cifar10" ] || [ "$dataset" == "cifar100" ]; then
+  data_path="$TORCH_HOME/cifar.python"
+else
+  data_path="$TORCH_HOME/cifar.python/ImageNet16"
+fi
+
+save_dir=./output/cell-search-tiny/REINFORCE-${dataset}
+
+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} --data_path ${data_path} \
+	--search_space_name aa-nas \
+	--arch_nas_dataset ./output/AA-NAS-BENCH-4/simplifies/C16-N5-final-infos.pth \
+	--learning_rate 0.001 --RL_steps 100 --EMA_momentum 0.9 \
+	--workers 4 --print_freq 200 --rand_seed ${seed}