#!/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 " $# echo "Need 4 parameters for dataset, the-model-name, the-batch-size and the-random-seed" exit 1 fi if [ "$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 exit 1 echo 'Unknown dataset: '${dataset} fi SAVE_ROOT="./output" save_dir=${SAVE_ROOT}/nas-infer/${dataset}-${model}-${batch} python --version python ./exps/basic/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