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63 lines
1.3 KiB
63 lines
1.3 KiB
export CUDA_VISIBLE_DEVICES=0
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forward_layers=2
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stride=1
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lr=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 "weather" \
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--data "weather" \
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--root_path "./datasets/weather/" \
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--data_path "weather.csv" \
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--mask_rate 0.125 \
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--forward_layers $forward_layers \
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--stride $stride \
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--batch_size 8 \
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--learning_rate $lr \
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--lradj $lradj \
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python -u imputation.py \
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--task_name "imputation" \
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--dataset_name "weather" \
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--data "weather" \
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--root_path "./datasets/weather/" \
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--data_path "weather.csv" \
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--mask_rate 0.25 \
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--forward_layers $forward_layers \
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--stride $stride \
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--batch_size 32 \
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--learning_rate 0.00025 \
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--lradj $lradj \
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python -u imputation.py \
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--task_name "imputation" \
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--dataset_name "weather" \
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--data "weather" \
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--root_path "./datasets/weather/" \
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--data_path "weather.csv" \
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--mask_rate 0.375 \
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--forward_layers $forward_layers \
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--stride $stride \
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--batch_size 4 \
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--learning_rate $lr \
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--lradj $lradj \
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python -u imputation.py \
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--task_name "imputation" \
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--dataset_name "weather" \
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--data "weather" \
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--root_path "./datasets/weather/" \
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--data_path "weather.csv" \
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--mask_rate 0.50 \
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--forward_layers $forward_layers \
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--stride $stride \
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--batch_size 4 \
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--learning_rate $lr \
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--lradj "type2" \
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