Fix bugs in TAS: missing ReLU in the end of each searching block

scripts-search/X-X/train-shapes-01.sh

@@ -0,0 +1,36 @@
+#!/bin/bash
+#####################################################
+# Copyright (c) Xuanyi Dong [GitHub D-X-Y], 2020.01 #
+#####################################################
+# bash ./scripts-search/X-X/train-shapes-01.sh 0 4
+echo script name: $0
+echo $# arguments
+if [ "$#" -ne 2 ] ;then
+  echo "Input illegal number of parameters " $#
+  echo "Need 2 parameters for hyper-parameters-opt-file, and seeds"
+  exit 1
+fi
+if [ "$TORCH_HOME" = "" ]; then
+  echo "Must set TORCH_HOME envoriment variable for data dir saving"
+  exit 1
+else
+  echo "TORCH_HOME : $TORCH_HOME"
+fi
+
+srange=00000-32767
+opt=01
+all_seeds=777
+cpus=4
+
+save_dir=./output/NAS-BENCH-202/
+
+SLURM_PROCID=$1 SLURM_NTASKS=$2 OMP_NUM_THREADS=${cpus} python exps/NAS-Bench-201/xshapes.py \
+	--mode new --srange ${srange} --hyper ${opt} --save_dir ${save_dir} \
+	--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 \
+	--workers ${cpus} \
+	--seeds ${all_seeds}

scripts-search/algos/README.md

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+# 10 NAS algorithms in NAS-Bench-201
+
+Each script in this folder corresponds to one NAS algorithm, you can simple run it by one command.