##########################################################################
#                                                                        #
#   Arguments for Data Generation                                        #
#   Note: All list arguments should have no spacing, e.g. [1,2,3]        #
#                                                                        #
##########################################################################

--dataset_size 4
--batch_size 64
--labels [1,6]
--dataset_name CaseConstructive
--dataset_loc ./output_dir/datasets/CaseConstructive
--checkpoint_path ./output_dir/checkpoint-cond-699.pth
--timestep_size 100
--sample_seed 42
# --job_id 0
--debug 0
--generation_paradigm constructive
--calculate_MI

# Sampling Method Arguments
--cov_theta [0.999,0.999]
--theta_var 3200
--cov_images [[1.0,0.999],[0.999,1.0]]
--epsilon 0.0
--delta 1e-6
--cov_seed 42

# Constructive Method Arguments
--N_mod 2
--N_u 2
--rho_arg [1.0,2.0]
# shape (N_mod, N_u)
--DAG_ul [[1.0,0.0],[0.0,6.0]]

--N_u_theta 5
--eta_arg [0.1,0.2,0.3,0.4,0.5]
--rho_theta_arg [1.0,2.0,3.0,4.0,5.0]
# --rho_theta_arg [1.0,1.0,1.0,1.0,1.0]
# shape (N_mod, N_u_theta)
--DAG_theta [[1,2.0,3.0,4.0,5.0],[6.0,7.0,8.0,9.0,10.0]]
# --T_vectors_method random
# --T_vectors_method ./generation_arguments/T_vectors/constructive_test_arguments

--alpha 1.0
--beta 1.0
--percentile_to_align 0.95



