42 lines
1.2 KiB
Bash
42 lines
1.2 KiB
Bash
#!/bin/bash
|
|
# bash ./scripts-search/algos/GDAS.sh cifar10 0 -1
|
|
echo script name: $0
|
|
echo $# arguments
|
|
if [ "$#" -ne 3 ] ;then
|
|
echo "Input illegal number of parameters " $#
|
|
echo "Need 3 parameters for dataset, BN-tracking, and seed"
|
|
exit 1
|
|
fi
|
|
if [ "$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
|
|
BN=$2
|
|
seed=$3
|
|
channel=16
|
|
num_cells=5
|
|
max_nodes=4
|
|
space=nas-bench-201
|
|
|
|
if [ "$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}/GDAS-${dataset}-BN${BN}
|
|
|
|
OMP_NUM_THREADS=4 python ./exps/algos/GDAS.py \
|
|
--save_dir ${save_dir} --max_nodes ${max_nodes} --channel ${channel} --num_cells ${num_cells} \
|
|
--dataset ${dataset} --data_path ${data_path} \
|
|
--search_space_name ${space} \
|
|
--arch_nas_dataset ${TORCH_HOME}/NAS-Bench-201-v1_0-e61699.pth \
|
|
--config_path configs/nas-benchmark/algos/GDAS.config \
|
|
--tau_max 10 --tau_min 0.1 --track_running_stats ${BN} \
|
|
--arch_learning_rate 0.0003 --arch_weight_decay 0.001 \
|
|
--workers 4 --print_freq 200 --rand_seed ${seed}
|