# ${ENV} = 'bimodal'
  
# Nflows Base MC estimator
python -u Uncertain_1d.py --model nflows_ensemble --num_layers 1 --hids 20 --domain 1.2 \
        --env ${ENV} --acquisition_type mutual_info --test_acquisition --epochs 6000 \
        --dropout_masks --base_distro 

# Nflows Base KL PaiDE
python -u Uncertain_1d.py --model nflows_ensemble --num_layers 1 --hids 20 --domain 1.2 \
        --env ${ENV} --acquisition_type kl_exp --test_acquisition --epochs 6000 \
        --dropout_masks --base_distro 

# Nflows Base Bhatt PaiDE
python -u Uncertain_1d.py --model nflows_ensemble --num_layers 1 --hids 20 --domain 1.2 \
        --env ${ENV} --acquisition_type bhatt_exp --test_acquisition --epochs 6000 \
        --dropout_masks --base_distro 

# Nflows Base Random
python -u Uncertain_1d.py --model nflows_ensemble --num_layers 1 --hids 20 --domain 1.2 \
        --env ${ENV} --acquisition_type random --test_acquisition --epochs 6000 \
        --dropout_masks --base_distro 

# PNEs MC estimator
python -u Uncertain_1d.py --model nn_ensemble --hids 50 --ensemble_size 5 --env ${ENV} \
        --acquisition_type mutual_info --test_acquisition --dropout_masks --epochs 5000 \

# PNEs KL PaiDE
python -u Uncertain_1d.py --model nn_ensemble --hids 50 --ensemble_size 5 --env ${ENV} \
        --acquisition_type kl_exp --test_acquisition --dropout_masks --epochs 5000 \

# PNEs Bhatt PaiDE
python -u Uncertain_1d.py --model nn_ensemble --hids 50 --ensemble_size 5 --env ${ENV} \
        --acquisition_type bhatt_exp --test_acquisition --dropout_masks --epochs 5000 \

# PNEs Random
python -u Uncertain_1d.py --model nn_ensemble --hids 50 --ensemble_size 5 --env ${ENV} \
        --acquisition_type random --test_acquisition --dropout_masks --epochs 5000 \
