2019-01-31 15:27:38 +01:00
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#!/usr/bin/env sh
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2019-02-01 07:17:02 +01:00
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# bash scripts-cnn/DMS-V-TrainV3.sh 1
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if [ "$#" -ne 1 ] ;then
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2019-01-31 15:27:38 +01:00
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echo "Input illegal number of parameters " $#
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2019-02-01 07:17:02 +01:00
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echo "Need 1 parameters for the GPUs and the epochs"
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2019-01-31 15:27:38 +01:00
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exit 1
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fi
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if [ "$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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gpus=$1
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arch=acc2
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cutout=0
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dataset=cifar10
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2019-02-01 07:17:02 +01:00
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epoch=200
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2019-01-31 15:27:38 +01:00
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SAVED=./snapshots/NAS/ACC-V3-Search-${arch}-${dataset}-cut${cutout}-${epoch}-E600
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2019-02-01 07:17:02 +01:00
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CUDA_VISIBLE_DEVICES=${gpus} python ./exps-cnn/GDAS-Search.py \
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2019-01-31 15:27:38 +01:00
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--data_path $TORCH_HOME/cifar.python \
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--arch ${arch} --dataset ${dataset} --batch_size 128 \
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--save_path ${SAVED} \
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--learning_rate_max 0.01 --learning_rate_min 0.001 --momentum 0.9 --weight_decay 0.0003 \
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--epochs ${epoch} --cutout ${cutout} --validate --grad_clip 5 \
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--init_channels 16 --layers 8 \
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--tau_max 10 --tau_min 1 \
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2019-02-01 07:17:02 +01:00
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--model_config ./configs/nas-cifar-cos-cut.config \
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--print_freq 100 --workers 10
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