#!/bin/bash # bash ./scripts/base-train.sh cifar10 ResNet110 E300 L1 256 -1 echo script name: $0 echo $# arguments if [ "$#" -ne 6 ] ;then echo "Input illegal number of parameters " $# echo "Need 6 parameters for the dataset and the-model-name and epochs and LR and the-batch-size and the-random-seed" exit 1 fi if [ "$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 epoch=$3 LR=$4 batch=$5 rseed=$6 save_dir=./output/basic/${dataset}/${model}-${epoch}-${LR}-${batch} python --version OMP_NUM_THREADS=4 python ./exps/basic/basic-main.py --dataset ${dataset} \ --data_path $TORCH_HOME/cifar.python \ --model_config ./configs/archs/CIFAR-${model}.config \ --optim_config ./configs/opts/CIFAR-${epoch}-W5-${LR}-COS.config \ --procedure basic \ --save_dir ${save_dir} \ --cutout_length -1 \ --batch_size ${batch} --rand_seed ${rseed} --workers 4 \ --eval_frequency 1 --print_freq 100 --print_freq_eval 200