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run_exp_stress.sh
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# VALENCE
# EGEMAPS
python3 main.py --task stress --emo_dim valence --d_rnn 128 --rnn_n_layers 2 --lr 0.005 --feature egemaps --normalize --cache --result_csv baseline_results/stress_v.csv --n_seeds 20 --seed 101 --batch_size 256 --early_stopping_patience 15 --reduce_lr_patience 5
# DS
python3 main.py --task stress --emo_dim valence --d_rnn 64 --rnn_n_layers 2 --lr 0.002 --feature ds --cache --result_csv baseline_results/stress_v.csv --n_seeds 20 --seed 101 --batch_size 256 --early_stopping_patience 15 --reduce_lr_patience 5
# FAU
python3 main.py --task stress --emo_dim valence --d_rnn 32 --rnn_n_layers 4 --lr 0.002 --feature faus --cache --result_csv baseline_results/stress_v.csv --n_seeds 20 --seed 101 --batch_size 256 --early_stopping_patience 15 --reduce_lr_patience 5
# VGGFACE
python3 main.py --task stress --emo_dim valence --d_rnn 64 --rnn_n_layers 4 --lr 0.005 --feature vggface2 --cache --result_csv baseline_results/stress_v.csv --n_seeds 20 --seed 101 --batch_size 256 --early_stopping_patience 15 --reduce_lr_patience 5
# BERT
python3 main.py --task stress --emo_dim valence --d_rnn 64 --rnn_n_layers 4 --lr 0.002 --feature bert-4 --cache --result_csv baseline_results/stress_v_newtext.csv --n_seeds 20 --seed 101 --batch_size 256 --early_stopping_patience 15 --reduce_lr_patience 5
# biosignals
python3 main.py --task stress --emo_dim valence --d_rnn 16 --rnn_n_layers 4 --lr 0.005 --rnn_bi --feature biosignals --cache --result_csv baseline_results/stress_signals.csv --n_seeds 20 --seed 101 --batch_size 256 --early_stopping_patience 15 --reduce_lr_patience 5
# AROUSAL
# EGEMAPS
python3 main.py --task stress --emo_dim physio-arousal --d_rnn 128 --rnn_n_layers 4 --lr 0.001 --feature egemaps --normalize --cache --result_csv baseline_results/stress_a.csv --n_seeds 20 --seed 101 --batch_size 256 --early_stopping_patience 15 --reduce_lr_patience 5
# DS
python3 main.py --task stress --emo_dim physio-arousal --d_rnn 128 --rnn_n_layers 2 --rnn_bi --lr 0.0005 --feature ds --cache --result_csv baseline_results/stress_a.csv --n_seeds 20 --seed 101 --batch_size 256 --early_stopping_patience 15 --reduce_lr_patience 5
# FAU
python3 main.py --task stress --emo_dim physio-arousal --d_rnn 64 --rnn_n_layers 2 --lr 0.001 --feature faus --cache --result_csv baseline_results/stress_a.csv --n_seeds 20 --seed 101 --batch_size 256 --early_stopping_patience 15 --reduce_lr_patience 5
# VGGFACE
python3 main.py --task stress --emo_dim physio-arousal --d_rnn 64 --rnn_n_layers 2 --lr 0.001 --feature vggface2 --cache --result_csv baseline_results/stress_a.csv --n_seeds 20 --seed 101 --batch_size 256 --early_stopping_patience 15 --reduce_lr_patience 5
# BERT
python3 main.py --task stress --emo_dim physio-arousal --d_rnn 64 --rnn_n_layers 4 --lr 0.005 --feature bert-4 --cache --result_csv baseline_results/stress_a_newtext.csv --n_seeds 20 --seed 101 --batch_size 256 --early_stopping_patience 15 --reduce_lr_patience 5
# biosignals
python3 main.py --task stress --emo_dim physio-arousal --d_rnn 16 --rnn_n_layers 4 --lr 0.005 --rnn_bi --feature biosignals --cache --result_csv baseline_results/stress_signals.csv --n_seeds 20 --seed 101 --batch_size 256 --early_stopping_patience 15 --reduce_lr_patience 5