Replaced for loop with vectorised mapping on ClusterOverlap regularization layer

deepof_experiments.smk

@@ -133,9 +133,9 @@ rule train_models:
         trained_models=outpath + "train_models/trained_weights/"
         "GMVAE_input_type={input_type}_"
         "window_size={window_size}_"
-        "NextSeqPred={nspredweight}_"
-        "PhenoPred={phenpredweight}_"
-        "RuleBasedPred={rulesweight}_"
+        "NSPred={nspredweight}_"
+        "PPred={phenpredweight}_"
+        "RBPred={rulesweight}_"
         "loss={loss}_"
         "overlap_loss={overlap_loss}_"                           
         "loss_warmup={warmup}_"