41 lines
1.2 KiB
Bash
41 lines
1.2 KiB
Bash
#!/bin/bash
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# bash ./scripts-search/NASNet-space-search-by-SETN.sh cifar10 1 -1
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# [TO BE DONE]
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echo script name: $0
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echo $# arguments
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if [ "$#" -ne 3 ] ;then
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echo "Input illegal number of parameters " $#
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echo "Need 3 parameters for dataset, track_running_stats, and seed"
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exit 1
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fi
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if [ "$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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track_running_stats=$2
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seed=$3
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space=darts
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if [ "$dataset" == "cifar10" ] || [ "$dataset" == "cifar100" ]; then
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data_path="$TORCH_HOME/cifar.python"
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else
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data_path="$TORCH_HOME/cifar.python/ImageNet16"
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fi
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save_dir=./output/search-cell-${space}/SETN-${dataset}-BN${track_running_stats}
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OMP_NUM_THREADS=4 python ./exps/algos/SETN.py \
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--save_dir ${save_dir} \
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--dataset ${dataset} --data_path ${data_path} \
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--search_space_name ${space} \
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--config_path configs/search-opts/SETN-NASNet-CIFAR.config \
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--model_config configs/search-archs/SETN-NASNet-CIFAR.config \
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--track_running_stats ${track_running_stats} \
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--select_num 1000 \
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--arch_learning_rate 0.0003 --arch_weight_decay 0.001 \
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--workers 4 --print_freq 200 --rand_seed ${seed}
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