autodl-projects/scripts/com-paddle.sh
2019-09-28 18:24:47 +10:00

70 lines
1.9 KiB
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#!/bin/bash
# bash ./scripts/com-paddle.sh cifar10
set -e
echo script name: $0
echo $# arguments
if [ "$#" -ne 1 ] ;then
echo "Input illegal number of parameters " $#
echo "Need 1 parameters for the dataset and the-model-name and the-random-seed"
exit 1
fi
if [ "$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
PY_C="./env/bin/python"
if [ ! -f ${PY_C} ]; then
echo "Local Run with Python: "`which python`
PY_C="python"
SAVE_ROOT="./output/com-paddle"
else
echo "Cluster Run with Python: "${PY_C}
SAVE_ROOT="./hadoop-data/COM-PADDLE"
fi
basic_func(){
dataset=$1
model=$2
batch=$3
rseed=$4
save_dir=${SAVE_ROOT}/${dataset}-${model}-${batch}
${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/Com-Paddle-RES.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
}
nas_infer_func(){
dataset=$1
model=$2
batch=$3
rseed=$4
save_dir=${SAVE_ROOT}/${dataset}-${model}-${batch}
${PY_C} ./exps/basic-main.py --dataset ${dataset} \
--data_path $TORCH_HOME/cifar.python --model_source nas \
--model_config ./configs/archs/NAS-CIFAR-${model}.config \
--optim_config ./configs/opts/Com-Paddle-NAS.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
}
#datasets="cifar10 cifar100"
#datasets="cifar10 cifar100"
#for dataset in ${datasets}
#do
#basic_func ${dataset} ResNet20 256 -1
#basic_func ${dataset} ResNet32 256 -1
#basic_func ${dataset} ResNet110 256 -1
#done
nas_infer_func ${dataset} GDAS_V1 96 -1
nas_infer_func ${dataset} SETN 96 -1