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60 lines
1.2 KiB
60 lines
1.2 KiB
export CUDA_VISIBLE_DEVICES=0
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stride=1
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python -u imputation.py \
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--task_name "imputation" \
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--dataset_name "ETTh1" \
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--data "ETTh1" \
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--root_path "./datasets/ETT/" \
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--data_path "ETTh1.csv" \
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--mask_rate 0.125 \
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--forward_layers 2 \
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--stride $stride \
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--batch_size 64 \
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--learning_rate 0.00025 \
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--lradj "cosine" \
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python -u imputation.py \
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--task_name "imputation" \
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--dataset_name "ETTh1" \
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--data "ETTh1" \
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--root_path "./datasets/ETT/" \
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--data_path "ETTh1.csv" \
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--mask_rate 0.25 \
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--forward_layers 3 \
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--stride $stride \
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--batch_size 4 \
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--learning_rate 0.0001 \
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--lradj "type1" \
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python -u imputation.py \
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--task_name "imputation" \
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--dataset_name "ETTh1" \
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--data "ETTh1" \
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--root_path "./datasets/ETT/" \
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--data_path "ETTh1.csv" \
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--mask_rate 0.375 \
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--forward_layers 2 \
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--stride $stride \
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--batch_size 8 \
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--learning_rate 0.0001 \
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--lradj "type2" \
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python -u imputation.py \
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--task_name "imputation" \
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--dataset_name "ETTh1" \
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--data "ETTh1" \
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--root_path "./datasets/ETT/" \
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--data_path "ETTh1.csv" \
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--mask_rate 0.50 \
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--forward_layers 4 \
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--stride 8 \
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--batch_size 20 \
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--learning_rate 0.003 \
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--lradj "cosine" \
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