autodl-projects/scripts-search/NAS-Bench-102/train-a-net.sh

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2019-12-09 06:15:08 +01:00
#!/bin/bash
# bash ./scripts-search/NAS-Bench-102/train-a-net.sh resnet 16 5
echo script name: $0
echo $# arguments
if [ "$#" -ne 3 ] ;then
echo "Input illegal number of parameters " $#
echo "Need 3 parameters for network, channel, num-of-cells"
exit 1
fi
if [ "$TORCH_HOME" = "" ]; then
echo "Must set TORCH_HOME envoriment variable for data dir saving"
exit 1
else
echo "TORCH_HOME : $TORCH_HOME"
fi
model=$1
channel=$2
num_cells=$3
save_dir=./output/NAS-BENCH-102-4/
OMP_NUM_THREADS=4 python ./exps/NAS-Bench-102/main.py \
--mode specific-${model} --save_dir ${save_dir} --max_node 4 \
--datasets cifar10 cifar10 cifar100 ImageNet16-120 \
--use_less 0 \
--splits 1 0 0 0 \
--xpaths $TORCH_HOME/cifar.python \
$TORCH_HOME/cifar.python \
$TORCH_HOME/cifar.python \
$TORCH_HOME/cifar.python/ImageNet16 \
--channel ${channel} --num_cells ${num_cells} \
--workers 4 \
--seeds 777 888 999