export CUDA_VISIBLE_DEVICES=0

stride=1
batch_size=64
lr=0.0001
lradj="type2"


python -u imputation.py \
  --task_name "imputation" \
  --dataset_name "ETTm2" \
  --data "ETTm2" \
  --root_path "./datasets/ETT/" \
  --data_path "ETTm2.csv" \
  --mask_rate 0.125 \
  --forward_layers 4 \
  --stride $stride \
  --batch_size $batch_size \
  --learning_rate $lr \
  --lradj $lradj \


python -u imputation.py \
  --task_name "imputation" \
  --dataset_name "ETTm2" \
  --data "ETTm2" \
  --root_path "./datasets/ETT/" \
  --data_path "ETTm2.csv" \
  --mask_rate 0.25 \
  --forward_layers 2 \
  --stride $stride \
  --batch_size $batch_size \
  --learning_rate $lr \
  --lradj $lradj \


python -u imputation.py \
  --task_name "imputation" \
  --dataset_name "ETTm2" \
  --data "ETTm2" \
  --root_path "./datasets/ETT/" \
  --data_path "ETTm2.csv" \
  --mask_rate 0.375 \
  --forward_layers 2 \
  --stride $stride \
  --batch_size $batch_size \
  --learning_rate $lr \
  --lradj $lradj \


python -u imputation.py \
  --task_name "imputation" \
  --dataset_name "ETTm2" \
  --data "ETTm2" \
  --root_path "./datasets/ETT/" \
  --data_path "ETTm2.csv" \
  --mask_rate 0.50 \
  --forward_layers 2 \
  --stride $stride \
  --batch_size $batch_size \
  --learning_rate $lr \
  --lradj $lradj \