autodl-projects/scripts-search/NAS-Bench-201/train-models.sh
2024-10-14 23:19:49 +02:00

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#!/bin/bash
# bash ./scripts-search/train-models.sh 0/1 0 100 -1 '777 888 999'
echo script name: $0
echo $# arguments
if [ "$#" -ne 5 ] ;then
echo "Input illegal number of parameters " $#
echo "Need 5 parameters for use-less-or-not, start-and-end, arch-index, and seeds"
exit 1
fi
if [ "$TORCH_HOME" = "" ]; then
echo "Must set TORCH_HOME envoriment variable for data dir saving"
exit 1
else
echo "TORCH_HOME : $TORCH_HOME"
fi
use_less=$1
xstart=$2
xend=$3
arch_index=$4
all_seeds=$5
save_dir=./output/NAS-BENCH-201-4/
if [ ${arch_index} == "-1" ]; then
mode=new
else
mode=cover
fi
# OMP_NUM_THREADS=4 python ./exps/NAS-Bench-201/main.py \
# --mode ${mode} --save_dir ${save_dir} --max_node 4 \
# --use_less ${use_less} \
# --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 \
# --channel 16 --num_cells 5 \
# --workers 4 \
# --srange ${xstart} ${xend} --arch_index ${arch_index} \
# --seeds ${all_seeds}
OMP_NUM_THREADS=4 python ./exps/NAS-Bench-201/main.py \
--mode ${mode} --save_dir ${save_dir} --max_node 4 \
--use_less ${use_less} \
--datasets aircraft \
--xpaths /lustre/hpe/ws11/ws11.1/ws/xmuhanma-SWAP/train_datasets/datasets/fgvc-aircraft-2013b/data/ \
--channel 16 \
--splits 1 \
--num_cells 5 \
--workers 4 \
--srange ${xstart} ${xend} --arch_index ${arch_index} \
--seeds ${all_seeds}