2020-08-28 08:31:53 +00:00
|
|
|
#!/bin/bash
|
|
|
|
|
##############################################################################
|
|
|
|
|
# NATS-Bench: Benchmarking NAS algorithms for Architecture Topology and Size #
|
|
|
|
|
##############################################################################
|
|
|
|
|
# Copyright (c) Xuanyi Dong [GitHub D-X-Y], 2020.01 #
|
|
|
|
|
##############################################################################
|
2020-11-26 17:56:31 +11:00
|
|
|
# [saturn1] CUDA_VISIBLE_DEVICES=0 bash scripts/NATS-Bench/train-topology.sh 00000-02000 200 "777 888 999"
|
|
|
|
|
# [saturn1] CUDA_VISIBLE_DEVICES=0 bash scripts/NATS-Bench/train-topology.sh 02000-04000 200 "777 888 999"
|
|
|
|
|
# [saturn1] CUDA_VISIBLE_DEVICES=1 bash scripts/NATS-Bench/train-topology.sh 04000-06000 200 "777 888 999"
|
|
|
|
|
# [saturn1] CUDA_VISIBLE_DEVICES=1 bash scripts/NATS-Bench/train-topology.sh 06000-08000 200 "777 888 999"
|
|
|
|
|
#
|
2020-08-28 08:31:53 +00:00
|
|
|
# CUDA_VISIBLE_DEVICES=0 bash scripts/NATS-Bench/train-topology.sh 00000-05000 12 777
|
|
|
|
|
# bash ./scripts/NATS-Bench/train-topology.sh 05001-10000 12 777
|
|
|
|
|
# bash ./scripts/NATS-Bench/train-topology.sh 10001-14500 12 777
|
|
|
|
|
# bash ./scripts/NATS-Bench/train-topology.sh 14501-15624 12 777
|
|
|
|
|
#
|
|
|
|
|
##############################################################################
|
|
|
|
|
echo script name: $0
|
|
|
|
|
echo $# arguments
|
|
|
|
|
if [ "$#" -ne 3 ] ;then
|
|
|
|
|
echo "Input illegal number of parameters " $#
|
|
|
|
|
echo "Need 3 parameters for start-and-end, hyper-parameters-opt-file, and seeds"
|
|
|
|
|
exit 1
|
|
|
|
|
fi
|
|
|
|
|
if [ "$TORCH_HOME" = "" ]; then
|
|
|
|
|
echo "Must set TORCH_HOME envoriment variable for data dir saving"
|
|
|
|
|
exit 1
|
|
|
|
|
else
|
|
|
|
|
echo "TORCH_HOME : $TORCH_HOME"
|
|
|
|
|
fi
|
|
|
|
|
|
|
|
|
|
srange=$1
|
|
|
|
|
opt=$2
|
|
|
|
|
all_seeds=$3
|
|
|
|
|
cpus=4
|
|
|
|
|
|
|
|
|
|
save_dir=./output/NATS-Bench-topology/
|
|
|
|
|
|
|
|
|
|
OMP_NUM_THREADS=${cpus} python exps/NATS-Bench/main-tss.py \
|
|
|
|
|
--mode new --srange ${srange} --hyper ${opt} --save_dir ${save_dir} \
|
|
|
|
|
--datasets cifar10 cifar10 cifar100 ImageNet16-120 \
|
|
|
|
|
--splits 1 0 0 0 \
|
|
|
|
|
--xpaths $TORCH_HOME/cifar.python \
|
|
|
|
|
$TORCH_HOME/cifar.python \
|
|
|
|
|
$TORCH_HOME/cifar.python \
|
|
|
|
|
$TORCH_HOME/cifar.python/ImageNet16 \
|
|
|
|
|
--workers ${cpus} \
|
|
|
|
|
--seeds ${all_seeds}
|
