#!/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 PY_C="./env/bin/python" if [ ! -f ${PY_C} ]; then echo "Local Run with Python: "`which python` PY_C="python" SAVE_ROOT="./output" else echo "Cluster Run with Python: "${PY_C} SAVE_ROOT="./hadoop-data/SearchCheckpoints" fi save_dir=${SAVE_ROOT}/basic/${dataset}/${model}-${epoch}-${LR}-${batch} ${PY_C} --version ${PY_C} ./exps/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