54 lines
1.4 KiB
Bash
54 lines
1.4 KiB
Bash
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#!/bin/bash
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# bash ./scripts/retrain-searched-net.sh cifar10 ${NAME} ${PATH} 256 -1
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echo script name: $0
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echo $# arguments
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if [ "$#" -ne 5 ] ;then
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echo "Input illegal number of parameters " $#
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echo "Need 5 parameters for dataset, the save dir base name, the model path, the batch size, the random seed"
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exit 1
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fi
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if [ "$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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save_name=$2
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model_path=$3
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batch=$4
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rseed=$5
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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/${dataset}-BS${batch}-${save_name}
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python --version
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python ./exps/basic-main.py --dataset ${dataset} \
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--data_path ${xpath} --model_source autodl-searched \
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--model_config ./configs/archs/NAS-${base}-none.config \
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--optim_config ./configs/opts/NAS-${base}.config \
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--extra_model_path ${model_path} \
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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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