You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
81 lines
1.7 KiB
81 lines
1.7 KiB
export CUDA_VISIBLE_DEVICES=7
|
|
|
|
|
|
seq_len=336
|
|
|
|
|
|
python -u long_term_forecast.py \
|
|
--task_name "long_term_forecast" \
|
|
--dataset_name "ECL" \
|
|
--data "custom" \
|
|
--root_path "./datasets/electricity/" \
|
|
--data_path "electricity.csv" \
|
|
--seq_len $seq_len \
|
|
--pred_len 96 \
|
|
--forward_layers 3 \
|
|
--stride 8 \
|
|
--batch_size 4 \
|
|
--learning_rate 0.0001 \
|
|
--lradj "type1" \
|
|
--num_workers 5 \
|
|
--enc_in 321 \
|
|
--train_epochs 16 \
|
|
--patience 3 \
|
|
|
|
|
|
python -u long_term_forecast.py \
|
|
--task_name "long_term_forecast" \
|
|
--dataset_name "ECL" \
|
|
--data "custom" \
|
|
--root_path "./datasets/electricity/" \
|
|
--data_path "electricity.csv" \
|
|
--seq_len $seq_len \
|
|
--pred_len 192 \
|
|
--forward_layers 3 \
|
|
--stride 8 \
|
|
--batch_size 8 \
|
|
--learning_rate 0.00025 \
|
|
--lradj "type1" \
|
|
--num_workers 5 \
|
|
--enc_in 321 \
|
|
--train_epochs 16 \
|
|
--patience 3 \
|
|
|
|
|
|
python -u long_term_forecast.py \
|
|
--task_name "long_term_forecast" \
|
|
--dataset_name "ECL" \
|
|
--data "custom" \
|
|
--root_path "./datasets/electricity/" \
|
|
--data_path "electricity.csv" \
|
|
--seq_len $seq_len \
|
|
--pred_len 336 \
|
|
--forward_layers 3 \
|
|
--stride 8 \
|
|
--batch_size 8 \
|
|
--learning_rate 0.00025 \
|
|
--lradj "type1" \
|
|
--num_workers 5 \
|
|
--enc_in 321 \
|
|
--train_epochs 16 \
|
|
--patience 3 \
|
|
|
|
|
|
python -u long_term_forecast.py \
|
|
--task_name "long_term_forecast" \
|
|
--dataset_name "ECL" \
|
|
--data "custom" \
|
|
--root_path "./datasets/electricity/" \
|
|
--data_path "electricity.csv" \
|
|
--seq_len $seq_len \
|
|
--pred_len 720 \
|
|
--forward_layers 3 \
|
|
--stride 8 \
|
|
--batch_size 4 \
|
|
--learning_rate 0.0001 \
|
|
--lradj "type1" \
|
|
--num_workers 5 \
|
|
--enc_in 321 \
|
|
--train_epochs 16 \
|
|
--patience 3 \
|