43 lines
1.2 KiB
Bash
43 lines
1.2 KiB
Bash
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#!/bin/bash
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# Efficient Neural Architecture Search via Parameter Sharing, ICML 2018
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# bash ./scripts-search/scripts/algos/ENAS.sh cifar10 -1
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echo script name: $0
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echo $# arguments
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if [ "$#" -ne 2 ] ;then
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echo "Input illegal number of parameters " $#
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echo "Need 2 parameters for dataset and seed"
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exit 1
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fi
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if [ "$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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seed=$2
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channel=16
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num_cells=5
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max_nodes=4
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if [ "$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="$TORCH_HOME/cifar.python/ImageNet16"
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fi
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save_dir=./output/cell-search-tiny/ENAS-${dataset}
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OMP_NUM_THREADS=4 python ./exps/algos/ENAS.py \
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--save_dir ${save_dir} --max_nodes ${max_nodes} --channel ${channel} --num_cells ${num_cells} \
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--dataset ${dataset} --data_path ${data_path} \
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--search_space_name aa-nas \
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--config_path ./configs/nas-benchmark/algos/ENAS.config \
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--controller_entropy_weight 0.0001 \
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--controller_bl_dec 0.99 \
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--controller_train_steps 50 \
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--controller_num_aggregate 20 \
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--controller_num_samples 100 \
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--workers 4 --print_freq 200 --rand_seed ${seed}
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