2020-08-28 10:31:53 +02:00
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#!/bin/bash
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##############################################################################
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# NATS-Bench: Benchmarking NAS algorithms for Architecture Topology and Size #
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##############################################################################
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# Copyright (c) Xuanyi Dong [GitHub D-X-Y], 2020.01 #
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##############################################################################
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2020-11-26 07:56:31 +01:00
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# [saturn1] CUDA_VISIBLE_DEVICES=0 bash scripts/NATS-Bench/train-topology.sh 00000-02000 200 "777 888 999"
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# [saturn1] CUDA_VISIBLE_DEVICES=0 bash scripts/NATS-Bench/train-topology.sh 02000-04000 200 "777 888 999"
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# [saturn1] CUDA_VISIBLE_DEVICES=1 bash scripts/NATS-Bench/train-topology.sh 04000-06000 200 "777 888 999"
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# [saturn1] CUDA_VISIBLE_DEVICES=1 bash scripts/NATS-Bench/train-topology.sh 06000-08000 200 "777 888 999"
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#
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2020-08-28 10:31:53 +02:00
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# CUDA_VISIBLE_DEVICES=0 bash scripts/NATS-Bench/train-topology.sh 00000-05000 12 777
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# bash ./scripts/NATS-Bench/train-topology.sh 05001-10000 12 777
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# bash ./scripts/NATS-Bench/train-topology.sh 10001-14500 12 777
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# bash ./scripts/NATS-Bench/train-topology.sh 14501-15624 12 777
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#
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##############################################################################
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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 " $#
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echo "Need 3 parameters for start-and-end, hyper-parameters-opt-file, and seeds"
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exit 1
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fi
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if [ "$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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srange=$1
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opt=$2
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all_seeds=$3
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cpus=4
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save_dir=./output/NATS-Bench-topology/
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OMP_NUM_THREADS=${cpus} python exps/NATS-Bench/main-tss.py \
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--mode new --srange ${srange} --hyper ${opt} --save_dir ${save_dir} \
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--datasets cifar10 cifar10 cifar100 ImageNet16-120 \
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--splits 1 0 0 0 \
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--xpaths $TORCH_HOME/cifar.python \
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$TORCH_HOME/cifar.python \
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$TORCH_HOME/cifar.python \
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$TORCH_HOME/cifar.python/ImageNet16 \
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--workers ${cpus} \
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--seeds ${all_seeds}
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