#dataset properties
dataset = "128dgaussian_intrinsicdim"
data_path = "./data"
num_concepts = 5
data_dim = 128

#setup
seed_id = 1
device = "cuda"
wandbprojectname = "intrinsic_dimX"
experiment_date = "today"

#SAE properties (some come from hyperparams, hence none)
sae_type = "None"
weight_init = 'random'
normalize_decoder = 'default'
sae_width = 512
kval_topk = 'None'

#training parameters
batch_size = 2048
return_concept_loss = True
save_checkpoints = True
resample_deadneurons = False
optimizer = "adam"
clip_grad = True
online_training = True

#loss terms
regularizer = "default"
encoder_reg = True
gamma_reg = 'default'