Support GDAS (FRC), see details in docs/CVPR-2019-GDAS.md

scripts-search/NASNet-space-search-by-GDAS-FRC.sh

@@ -0,0 +1,38 @@
+#!/bin/bash
+# bash ./scripts-search/NASNet-space-search-by-GDAS-FRC.sh cifar10 1 -1
+echo script name: $0
+echo $# arguments
+if [ "$#" -ne 3 ] ;then
+  echo "Input illegal number of parameters " $#
+  echo "Need 3 parameters for dataset, track_running_stats, and seed"
+  exit 1
+fi
+if [ "$TORCH_HOME" = "" ]; then
+  echo "Must set TORCH_HOME envoriment variable for data dir saving"
+  exit 1
+else
+  echo "TORCH_HOME : $TORCH_HOME"
+fi
+
+dataset=$1
+track_running_stats=$2
+seed=$3
+space=darts
+
+if [ "$dataset" == "cifar10" ] || [ "$dataset" == "cifar100" ]; then
+  data_path="$TORCH_HOME/cifar.python"
+else
+  data_path="$TORCH_HOME/cifar.python/ImageNet16"
+fi
+
+save_dir=./output/search-cell-${space}/GDAS-${dataset}-BN${track_running_stats}
+
+OMP_NUM_THREADS=4 python ./exps/algos/GDAS.py \
+	--save_dir ${save_dir} \
+	--dataset ${dataset} --data_path ${data_path} \
+	--search_space_name ${space} \
+	--config_path  configs/search-opts/GDAS-NASNet-CIFAR.config \
+	--model_config configs/search-archs/GDASFRC-NASNet-CIFAR.config \
+	--tau_max 10 --tau_min 0.1 --track_running_stats ${track_running_stats} \
+	--arch_learning_rate 0.0003 --arch_weight_decay 0.001 \
+	--workers 4 --print_freq 200 --rand_seed ${seed}