38 lines
1.0 KiB
Bash
38 lines
1.0 KiB
Bash
#!/bin/bash
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# bash ./scripts/base-train.sh cifar10 ResNet110 E300 L1 256 -1
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echo script name: $0
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echo $# arguments
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if [ "$#" -ne 6 ] ;then
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echo "Input illegal number of parameters " $#
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echo "Need 6 parameters for the dataset and the-model-name and epochs and LR and the-batch-size and the-random-seed"
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exit 1
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fi
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if [ "$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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model=$2
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epoch=$3
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LR=$4
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batch=$5
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rseed=$6
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save_dir=./output/basic/${dataset}/${model}-${epoch}-${LR}-${batch}
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python --version
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OMP_NUM_THREADS=4 python ./exps/basic/basic-main.py --dataset ${dataset} \
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--data_path $TORCH_HOME/cifar.python \
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--model_config ./configs/archs/CIFAR-${model}.config \
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--optim_config ./configs/opts/CIFAR-${epoch}-W5-${LR}-COS.config \
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--procedure basic \
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--save_dir ${save_dir} \
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--cutout_length -1 \
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--batch_size ${batch} --rand_seed ${rseed} --workers 4 \
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--eval_frequency 1 --print_freq 100 --print_freq_eval 200
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