32 lines
815 B
Bash
32 lines
815 B
Bash
#!/bin/bash
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# bash ./scripts/base-train.sh 0 cifar-10 ResNet110
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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 " $#
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echo "Need 3 parameters for GPU and dataset and the-model-name"
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exit 1
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fi
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if [ "$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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GPU=$1
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dataset=$2
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model=$3
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save_dir=snapshots/${dataset}-${model}
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export FLAGS_fraction_of_gpu_memory_to_use="0.005"
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export FLAGS_free_idle_memory=True
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CUDA_VISIBLE_DEVICES=${GPU} python train_cifar.py \
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--data_path $TORCH_HOME/cifar.python/${dataset}-python.tar.gz \
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--log_dir ${save_dir} \
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--dataset ${dataset} \
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--model_name ${model} \
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--lr 0.1 --epochs 300 --batch_size 256 --step_each_epoch 196
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