33 lines
732 B
Bash
33 lines
732 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 discdtw discsdtw
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do
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for pred_len in 96 192 336 720
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do
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echo using augmentation: ${aug}
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python -u run.py \
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--task_name long_term_forecast \
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--is_training 1 \
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--root_path ./dataset/exchange_rate/ \
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--data_path exchange_rate.csv \
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--model_id Exchange_96_${pred_len} \
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--model $model_name \
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--data custom \
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--features M \
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--seq_len 96 \
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--label_len 48 \
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--pred_len ${pred_len} \
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--e_layers 2 \
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--d_layers 1 \
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--factor 3 \
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--enc_in 8 \
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--dec_in 8 \
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--c_out 8 \
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--des 'Exp' \
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--itr 1 \
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--augmentation_ratio 1 \
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--${aug}
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done
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done |