Add more algorithms

scripts/nas-infer-train.sh

@@ -0,0 +1,50 @@
+#!/bin/bash
+# bash ./scripts/nas-infer-train.sh cifar10 SETN 256 -1
+echo script name: $0
+echo $# arguments
+if [ "$#" -ne 4 ] ;then
+  echo "Input illegal number of parameters " $#
+  echo "Need 4 parameters for dataset and the-model-name and epochs and LR and the-batch-size and the-random-seed"
+  exit 1
+fi
+if [ "$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
+model=$2
+batch=$3
+rseed=$4
+
+if [ ${dataset} == 'cifar10' ] || [ ${dataset} == 'cifar100' ]; then
+  xpath=$TORCH_HOME/cifar.python
+  base=CIFAR
+  workers=4
+  cutout_length=16
+elif [ ${dataset} == 'imagenet-1k' ]; then
+  xpath=$TORCH_HOME/ILSVRC2012
+  base=IMAGENET
+  workers=28
+  cutout_length=-1
+else
+  echo 'Unknown dataset: '${dataset}
+fi
+
+SAVE_ROOT="./output"
+
+save_dir=${SAVE_ROOT}/nas-infer/${dataset}-${model}-${batch}
+
+python --version
+
+python ./exps/basic-main.py --dataset ${dataset} \
+	--data_path ${xpath} --model_source nas \
+	--model_config ./configs/archs/NAS-${base}-${model}.config \
+	--optim_config ./configs/opts/NAS-${base}.config \
+	--procedure    basic \
+	--save_dir     ${save_dir} \
+	--cutout_length ${cutout_length} \
+	--batch_size  ${batch} --rand_seed ${rseed} --workers ${workers} \
+	--eval_frequency 1 --print_freq 500 --print_freq_eval 1000