39 lines
1.1 KiB
Bash
39 lines
1.1 KiB
Bash
#!/bin/bash
|
|
# Regularized Evolution for Image Classifier Architecture Search, AAAI 2019
|
|
# bash ./scripts-search/algos/R-EA.sh -1
|
|
echo script name: $0
|
|
echo $# arguments
|
|
if [ "$#" -ne 1 ] ;then
|
|
echo "Input illegal number of parameters " $#
|
|
echo "Need 1 parameters for seed"
|
|
exit 1
|
|
fi
|
|
if [ "$TORCH_HOME" = "" ]; then
|
|
echo "Must set TORCH_HOME envoriment variable for data dir saving"
|
|
exit 1
|
|
else
|
|
echo "TORCH_HOME : $TORCH_HOME"
|
|
fi
|
|
|
|
dataset=cifar10
|
|
seed=$1
|
|
channel=16
|
|
num_cells=5
|
|
max_nodes=4
|
|
|
|
if [ "$dataset" == "cifar10" ] || [ "$dataset" == "cifar100" ]; then
|
|
data_path="$TORCH_HOME/cifar.python"
|
|
else
|
|
data_path="$TORCH_HOME/cifar.python/ImageNet16"
|
|
fi
|
|
|
|
save_dir=./output/cell-search-tiny/R-EA-${dataset}
|
|
|
|
OMP_NUM_THREADS=4 python ./exps/algos/R_EA.py \
|
|
--save_dir ${save_dir} --max_nodes ${max_nodes} --channel ${channel} --num_cells ${num_cells} \
|
|
--dataset ${dataset} --data_path ${data_path} \
|
|
--search_space_name aa-nas \
|
|
--arch_nas_dataset ./output/AA-NAS-BENCH-4/simplifies/C16-N5-final-infos.pth \
|
|
--ea_cycles 30 --ea_population 10 --ea_sample_size 3 --ea_fast_by_api 1 \
|
|
--workers 4 --print_freq 200 --rand_seed ${seed}
|