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

scripts-search/NAS-Bench-201/train-models.sh

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+#!/bin/bash
+# bash ./scripts-search/train-models.sh 0/1 0 100 -1 '777 888 999'
+echo script name: $0
+echo $# arguments
+if [ "$#" -ne 5 ] ;then
+  echo "Input illegal number of parameters " $#
+  echo "Need 5 parameters for use-less-or-not, start-and-end, arch-index, and seeds"
+  exit 1
+fi
+if [ "$TORCH_HOME" = "" ]; then
+  echo "Must set TORCH_HOME envoriment variable for data dir saving"
+  exit 1
+else
+  echo "TORCH_HOME : $TORCH_HOME"
+fi
+
+use_less=$1
+xstart=$2
+xend=$3
+arch_index=$4
+all_seeds=$5
+
+save_dir=./output/NAS-BENCH-201-4/
+
+if [ ${arch_index} == "-1" ]; then
+  mode=new
+else
+  mode=cover
+fi
+
+OMP_NUM_THREADS=4 python ./exps/NAS-Bench-201/main.py \
+	--mode ${mode} --save_dir ${save_dir} --max_node 4 \
+	--use_less ${use_less} \
+	--datasets cifar10 cifar10 cifar100 ImageNet16-120 \
+	--splits   1       0       0        0 \
+	--xpaths $TORCH_HOME/cifar.python \
+		 $TORCH_HOME/cifar.python \
+		 $TORCH_HOME/cifar.python \
+		 $TORCH_HOME/cifar.python/ImageNet16 \
+	--channel 16 --num_cells 5 \
+	--workers 4 \
+	--srange ${xstart} ${xend} --arch_index ${arch_index} \
+	--seeds ${all_seeds}