28 lines
641 B
Bash
28 lines
641 B
Bash
export CUDA_VISIBLE_DEVICES=0
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model_name=PatchTST
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for aug in jitter scaling permutation magwarp timewarp windowslice windowwarp rotation spawner dtwwarp shapedtwwarp wdba discdtw discsdtw
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do
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echo using augmentation: ${aug}
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python -u run.py \
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--task_name classification \
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--is_training 1 \
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--root_path ./dataset/EthanolConcentration/ \
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--model_id EthanolConcentration \
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--model $model_name \
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--data UEA \
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--e_layers 3 \
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--batch_size 16 \
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--d_model 128 \
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--d_ff 256 \
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--top_k 3 \
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--des 'Exp' \
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--itr 1 \
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--learning_rate 0.001 \
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--train_epochs 100 \
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--patience 10 \
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--augmentation_ratio 1 \
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--${aug}
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done |