102->201 / NAS->autoDL / more configs of TAS / reorganize docs / fix bugs in NAS baselines

scripts-search/NAS-Bench-201/train-a-net.sh

@@ -0,0 +1,34 @@
+#!/bin/bash
+# bash ./scripts-search/NAS-Bench-201/train-a-net.sh resnet 16 5
+echo script name: $0
+echo $# arguments
+if [ "$#" -ne 3 ] ;then
+  echo "Input illegal number of parameters " $#
+  echo "Need 3 parameters for network, channel, num-of-cells"
+  exit 1
+fi
+if [ "$TORCH_HOME" = "" ]; then
+  echo "Must set TORCH_HOME envoriment variable for data dir saving"
+  exit 1
+else
+  echo "TORCH_HOME : $TORCH_HOME"
+fi
+
+model=$1
+channel=$2
+num_cells=$3
+
+save_dir=./output/NAS-BENCH-201-4/
+
+OMP_NUM_THREADS=4 python ./exps/NAS-Bench-201/main.py \
+	--mode specific-${model} --save_dir ${save_dir} --max_node 4 \
+	--datasets cifar10 cifar10 cifar100 ImageNet16-120 \
+	--use_less 0 \
+	--splits         1       0        0              0 \
+	--xpaths $TORCH_HOME/cifar.python \
+		 $TORCH_HOME/cifar.python \
+		 $TORCH_HOME/cifar.python \
+		 $TORCH_HOME/cifar.python/ImageNet16 \
+	--channel ${channel} --num_cells ${num_cells} \
+	--workers 4 \
+	--seeds 777 888 999