48 lines
1.2 KiB
Bash
48 lines
1.2 KiB
Bash
|
#!/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
|