python launcher_scripts/run_from_config.py configs/iceberg/dag_gen_predict_train_nist20.yaml

# Assign intensities to prediction for next training run

python data_scripts/dag/add_dag_intens.py \
	--pred-dag-folder  results/dag_nist20/split_1_rnd1/preds_train_100/tree_preds.hdf5 \
	--true-dag-folder data/spec_datasets/nist20/subformulae/no_subform.hdf5 \
	--out-dag-folder results/dag_nist20/split_1_rnd1/preds_train_100_inten.hdf5  \
	--num-workers 32 \
	--add-raw

#python data_scripts/dag/add_dag_intens.py \
#	--pred-dag-folder  results/dag_nist20/split_1_rnd2/preds_train_100/tree_preds.hdf5 \
#	--true-dag-folder data/spec_datasets/nist20/subformulae/no_subform.hdf5 \
#	--out-dag-folder results/dag_nist20/split_1_rnd2/preds_train_100_inten.hdf5  \
#	--num-workers 32 \
#	--add-raw
#
#python data_scripts/dag/add_dag_intens.py \
#	--pred-dag-folder  results/dag_nist20/split_1_rnd3/preds_train_100/tree_preds.hdf5 \
#	--true-dag-folder data/spec_datasets/nist20/subformulae/no_subform.hdf5 \
#	--out-dag-folder results/dag_nist20/split_1_rnd3/preds_train_100_inten.hdf5  \
#	--num-workers 32 \
#	--add-raw
#

# NIST20 scaffold splits
#python data_scripts/dag/add_dag_intens.py \
#	--pred-dag-folder  results/dag_nist20/scaffold_1_rnd1/preds_train_100/tree_preds.hdf5 \
#	--true-dag-folder data/spec_datasets/nist20/subformulae/no_subform.hdf5 \
#	--out-dag-folder results/dag_nist20/scaffold_1_rnd1/preds_train_100_inten.hdf5  \
#	--num-workers 32 \
#	--add-raw
#
#python data_scripts/dag/add_dag_intens.py \
#	--pred-dag-folder  results/dag_nist20/scaffold_1_rnd2/preds_train_100/tree_preds.hdf5 \
#	--true-dag-folder data/spec_datasets/nist20/subformulae/no_subform.hdf5 \
#	--out-dag-folder results/dag_nist20/scaffold_1_rnd2/preds_train_100_inten.hdf5  \
#	--num-workers 32 \
#	--add-raw
#
#python data_scripts/dag/add_dag_intens.py \
#	--pred-dag-folder  results/dag_nist20/scaffold_1_rnd3/preds_train_100/tree_preds.hdf5 \
#	--true-dag-folder data/spec_datasets/nist20/subformulae/no_subform.hdf5 \
#	--out-dag-folder results/dag_nist20/scaffold_1_rnd3/preds_train_100_inten.hdf5  \
#	--num-workers 32 \
#	--add-raw


# MSG splits
# python data_scripts/dag/add_dag_intens.py \
# 	--pred-dag-folder  results/dag_msg_allev/split_rnd1/preds_train_100/tree_preds.hdf5 \
# 	--true-dag-folder data/spec_datasets/msg/subformulae/no_subform.hdf5 \
# 	--out-dag-folder results/dag_msg_allev/split_rnd1/preds_train_100_inten.hdf5  \
# 	--num-workers 32 \
# 	--add-raw

# python data_scripts/dag/add_dag_intens.py \
# 	--pred-dag-folder  results/dag_msg_allev/split_rnd2/preds_train_100/tree_preds.hdf5 \
# 	--true-dag-folder data/spec_datasets/msg/subformulae/no_subform.hdf5 \
# 	--out-dag-folder results/dag_msg_allev/split_rnd2/preds_train_100_inten.hdf5  \
# 	--num-workers 32 \
# 	--add-raw

# python data_scripts/dag/add_dag_intens.py \
# 	--pred-dag-folder  results/dag_msg_allev/split_rnd3/preds_train_100/tree_preds.hdf5 \
# 	--true-dag-folder data/spec_datasets/msg/subformulae/no_subform.hdf5 \
# 	--out-dag-folder results/dag_msg_allev/split_rnd3/preds_train_100_inten.hdf5  \
# 	--num-workers 32 \
# 	--add-raw
