41 lines
1.2 KiB
Bash
41 lines
1.2 KiB
Bash
|
#!/bin/bash
|
||
|
|
# bash ./scripts-search/NASNet-space-search-by-SETN.sh cifar10 1 -1
|
||
|
|
# [TO BE DONE]
|
||
|
|
echo script name: $0
|
||
|
|
echo $# arguments
|
||
|
|
if [ "$#" -ne 3 ] ;then
|
||
|
|
echo "Input illegal number of parameters " $#
|
||
|
|
echo "Need 3 parameters for dataset, track_running_stats, and seed"
|
||
|
|
exit 1
|
||
|
|
fi
|
||
|
|
if [ "$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
|
||
|
|
track_running_stats=$2
|
||
|
|
seed=$3
|
||
|
|
space=darts
|
||
|
|
|
||
|
|
if [ "$dataset" == "cifar10" ] || [ "$dataset" == "cifar100" ]; then
|
||
|
|
data_path="$TORCH_HOME/cifar.python"
|
||
|
|
else
|
||
|
|
data_path="$TORCH_HOME/cifar.python/ImageNet16"
|
||
|
|
fi
|
||
|
|
|
||
|
|
save_dir=./output/search-cell-${space}/SETN-${dataset}-BN${track_running_stats}
|
||
|
|
|
||
|
|
OMP_NUM_THREADS=4 python ./exps/algos/SETN.py \
|
||
|
|
--save_dir ${save_dir} \
|
||
|
|
--dataset ${dataset} --data_path ${data_path} \
|
||
|
|
--search_space_name ${space} \
|
||
|
|
--config_path configs/search-opts/SETN-NASNet-CIFAR.config \
|
||
|
|
--model_config configs/search-archs/SETN-NASNet-CIFAR.config \
|
||
|
|
--track_running_stats ${track_running_stats} \
|
||
|
|
--select_num 1000 \
|
||
|
|
--arch_learning_rate 0.0003 --arch_weight_decay 0.001 \
|
||
|
|
--workers 4 --print_freq 200 --rand_seed ${seed}
|