2019-11-14 03:55:42 +01:00
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#!/bin/bash
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# Regularized Evolution for Image Classifier Architecture Search, AAAI 2019
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# bash ./scripts-search/algos/R-EA.sh -1
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echo script name: $0
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echo $# arguments
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if [ "$#" -ne 1 ] ;then
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echo "Input illegal number of parameters " $#
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echo "Need 1 parameters for seed"
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exit 1
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fi
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if [ "$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=cifar10
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seed=$1
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channel=16
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num_cells=5
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max_nodes=4
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if [ "$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="$TORCH_HOME/cifar.python/ImageNet16"
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fi
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save_dir=./output/cell-search-tiny/R-EA-${dataset}
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OMP_NUM_THREADS=4 python ./exps/algos/R_EA.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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2019-12-23 01:19:09 +01:00
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--search_space_name nas-bench-102 \
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--arch_nas_dataset ${TORCH_HOME}/NAS-Bench-102-v1_0-e61699.pth \
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2019-11-14 03:55:42 +01:00
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--ea_cycles 30 --ea_population 10 --ea_sample_size 3 --ea_fast_by_api 1 \
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--workers 4 --print_freq 200 --rand_seed ${seed}
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