update README

scripts-search/algos/GRID-RL.sh

@@ -1,7 +1,8 @@
 #!/bin/bash
 echo script name: $0
 
-lrs="0.01 0.02 0.1 0.2 0.5 1.0 1.5 2.0 2.5 3.0"
+#lrs="0.01 0.02 0.1 0.2 0.5 1.0 1.5 2.0 2.5 3.0"
+lrs="0.01 0.02 0.1 0.2 0.5"
 
 for lr in ${lrs}
 do

scripts-search/algos/R-EA.sh

@@ -1,11 +1,11 @@
 #!/bin/bash
 # Regularized Evolution for Image Classifier Architecture Search, AAAI 2019
-# bash ./scripts-search/algos/R-EA.sh -1
+# bash ./scripts-search/algos/R-EA.sh cifar10 3 -1
 echo script name: $0
 echo $# arguments
-if [ "$#" -ne 1 ] ;then
+if [ "$#" -ne 3 ] ;then
   echo "Input illegal number of parameters " $#
-  echo "Need 1 parameters for seed"
+  echo "Need 3 parameters for the-dataset-name, the-ea-sample-size and the-seed"
   exit 1
 fi
 if [ "$TORCH_HOME" = "" ]; then
@@ -15,14 +15,16 @@ else
   echo "TORCH_HOME : $TORCH_HOME"
 fi
 
-dataset=cifar10
-seed=$1
+#dataset=cifar10
+dataset=$1
+sample_size=$2
+seed=$3
 channel=16
 num_cells=5
 max_nodes=4
 space=nas-bench-201
 
-save_dir=./output/search-cell-${space}/R-EA-${dataset}
+save_dir=./output/search-cell-${space}/R-EA-${dataset}-SS${sample_size}
 
 OMP_NUM_THREADS=4 python ./exps/algos/R_EA.py \
 	--save_dir ${save_dir} --max_nodes ${max_nodes} --channel ${channel} --num_cells ${num_cells} \
@@ -30,5 +32,5 @@ OMP_NUM_THREADS=4 python ./exps/algos/R_EA.py \
 	--search_space_name ${space} \
 	--arch_nas_dataset ${TORCH_HOME}/NAS-Bench-201-v1_0-e61699.pth \
 	--time_budget 12000 \
-	--ea_cycles 100 --ea_population 10 --ea_sample_size 3 --ea_fast_by_api 1 \
+	--ea_cycles 200 --ea_population 10 --ea_sample_size ${sample_size} --ea_fast_by_api 1 \
 	--workers 4 --print_freq 200 --rand_seed ${seed}