python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 0.1 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 0.01 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 0.001 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 0.0001 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 0.01 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 1e-05 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 1e-05 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 0.001 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 0.1 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 0.1 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 0.1 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 1e-06 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 0.01 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 0.01 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 1e-05 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 0.001 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 1e-06 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 1e-05 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 1e-05 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 0.1 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 0.001 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 0.001 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 0.0001 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 1e-06 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 0.1 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 1e-05 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 0.0001 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 0.1 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 0.1 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 0.01 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 0.001 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 0.01 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 0.01 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 0.0001 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 0.001 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 1e-05 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 0.01 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 0.0001 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 0.01 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 0.1 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 0.0001 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 0.0001 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 0.001 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 1e-06 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 1e-06 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 0.01 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 0.001 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 0.0001 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 0.0001 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 0.1 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 0.0001 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 1e-06 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 0.001 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 1e-05 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 1e-05 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 1e-06 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 0.0001 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 1e-05 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 1e-06 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 0.1 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 0.001 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 0.01 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 1e-06 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 1e-05 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 0.1 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 0.001 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 0.0001 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 0.001 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 0.001 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 0.01 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 0.001 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 0.0001 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 0.001 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 1e-05 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 0.001 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 0.0001 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 0.0001 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 0.1 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 0.1 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 0.0001 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 1e-05 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 1e-05 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 1e-05 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 0.001 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 1e-06 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 1e-05 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 0.01 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 0.01 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 1e-05 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 0.001 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 0.1 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 0.01 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 1e-05 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 0.1 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 1e-05 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 0.1 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 0.01 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 1e-06 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 1e-05 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 1e-05 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 0.0001 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 1e-06 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 1e-06 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 0.01 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 1e-06 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 0.0001 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 1e-05 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 0.001 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 0.1 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 1e-06 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 1e-06 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 0.0001 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 0.001 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 1e-06 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 0.001 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 1e-06 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 0.01 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 1e-06 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 0.1 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 0.0001 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 1e-06 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 1e-06 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 1e-06 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 0.0001 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 1e-06 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 0.1 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 1e-06 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 0.0001 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 0.1 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 0.01 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 1e-05 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 0.1 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 0.001 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 0.1 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 0.01 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 0.01 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 0.0001 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 0.01 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 1024 --lr 0.1 --dropout 0.0
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 32 --lr 1e-05 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 256 --lr 0.001 --dropout 0.2
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 512 --lr 0.0001 --dropout 0.1
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 64 --lr 0.01 --dropout 0.4
python3 train.py -d ../data/SemEval_task5/df_train.csv --trial ../data/SemEval_task5/df_test.csv -s ../data/sentiment_datasets/train_E6oV3lV.csv --iterations 1 --word_list ../data/word_list/word_all.txt --emb ../glove.840B.300d.txt -o output_dir --maxlen 50 -t HHMM_transformer --task 2 --epochs 60 -b 128 --lr 0.01 --dropout 0.0
