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ettm2.sh
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# add --individual for DLinear-I
if [ ! -d "./logs" ]; then
mkdir ./logs
fi
if [ ! -d "./logs/LongForecasting" ]; then
mkdir ./logs/LongForecasting
fi
seq_len=96
model_name=Linear
# python -u run_longExp.py \
# --is_training 1 \
# --root_path ./dataset/ETT-small/ \
# --data_path ETTm2.csv \
# --model_id ETTm2_$seq_len'_'96 \
# --model $model_name \
# --data ETTm2 \
# --features M \
# --seq_len $seq_len \
# --pred_len 96 \
# --enc_in 7 \
# --des 'Exp' \
# --itr 1 --batch_size 32 --learning_rate 0.001 >logs/LongForecasting/$model_name'_'ETTm2_$seq_len'_'96.log
# python -u run_longExp.py \
# --is_training 1 \
# --root_path ./dataset/ETT-small/ \
# --data_path ETTm2.csv \
# --model_id ETTm2_$seq_len'_'192 \
# --model $model_name \
# --data ETTm2 \
# --features M \
# --seq_len $seq_len \
# --pred_len 192 \
# --enc_in 7 \
# --des 'Exp' \
# --itr 1 --batch_size 32 --learning_rate 0.001 >logs/LongForecasting/$model_name'_'ETTm2_$seq_len'_'192.log
# python -u run_longExp.py \
# --is_training 1 \
# --root_path ./dataset/ETT-small/ \
# --data_path ETTm2.csv \
# --model_id ETTm2_$seq_len'_'336 \
# --model $model_name \
# --data ETTm2 \
# --features M \
# --seq_len $seq_len \
# --pred_len 336 \
# --enc_in 7 \
# --des 'Exp' \
# --itr 1 --batch_size 32 --learning_rate 0.001 >logs/LongForecasting/$model_name'_'ETTm2_$seq_len'_'336.log
# # --itr 1 --batch_size 32 --learning_rate 0.01 >logs/LongForecasting/$model_name'_'ETTm2_$seq_len'_'336.log
python -u run_longExp.py \
--is_training 1 \
--root_path ./dataset/ETT-small/ \
--data_path ETTm2.csv \
--model_id ETTm2_$seq_len'_'720 \
--model $model_name \
--data ETTm2 \
--features M \
--seq_len $seq_len \
--pred_len 720 \
--enc_in 7 \
--des 'Exp' \
--itr 1 --batch_size 32 --learning_rate 0.001 >logs/LongForecasting/$model_name'_'ETTm2_$seq_len'_'720.log
# --itr 1 --batch_size 32 --learning_rate 0.01 >logs/LongForecasting/$model_name'_'ETTm2_$seq_len'_'720.log