52 lines
1.3 KiB
Bash
52 lines
1.3 KiB
Bash
#!/bin/bash
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# bash ./scripts/nas-infer-train.sh cifar10 SETN 256 -1
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echo script name: $0
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echo $# arguments
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if [ "$#" -ne 4 ] ;then
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echo "Input illegal number of parameters " $#
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echo "Need 4 parameters for dataset, the-model-name, the-batch-size and the-random-seed"
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exit 1
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fi
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if [ "$TORCH_HOME" = "" ]; then
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echo "Must set TORCH_HOME envoriment variable for data dir saving"
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exit 1
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else
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echo "TORCH_HOME : $TORCH_HOME"
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fi
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dataset=$1
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model=$2
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batch=$3
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rseed=$4
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if [ ${dataset} == 'cifar10' ] || [ ${dataset} == 'cifar100' ]; then
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xpath=$TORCH_HOME/cifar.python
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base=CIFAR
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workers=4
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cutout_length=16
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elif [ ${dataset} == 'imagenet-1k' ]; then
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xpath=$TORCH_HOME/ILSVRC2012
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base=IMAGENET
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workers=28
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cutout_length=-1
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else
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exit 1
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echo 'Unknown dataset: '${dataset}
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fi
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SAVE_ROOT="./output"
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save_dir=${SAVE_ROOT}/nas-infer/${dataset}-${model}-${batch}
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python --version
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python ./exps/basic-main.py --dataset ${dataset} \
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--data_path ${xpath} --model_source nas \
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--model_config ./configs/archs/NAS-${base}-${model}.config \
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--optim_config ./configs/opts/NAS-${base}.config \
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--procedure basic \
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--save_dir ${save_dir} \
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--cutout_length ${cutout_length} \
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--batch_size ${batch} --rand_seed ${rseed} --workers ${workers} \
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--eval_frequency 1 --print_freq 500 --print_freq_eval 1000
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