diff --git a/downloads-generation/models_class1_pan_unselected/generate_hyperparameters.py b/downloads-generation/models_class1_pan_unselected/generate_hyperparameters.py
index 3aa029827319ea53d29932c326092cae622dc5b7..d13fd38d7ed361f9561da4f005e80d06c4fa01d3 100644
--- a/downloads-generation/models_class1_pan_unselected/generate_hyperparameters.py
+++ b/downloads-generation/models_class1_pan_unselected/generate_hyperparameters.py
@@ -48,9 +48,9 @@ base_hyperparameters = {
 }
 
 grid = []
-for layer_sizes in [[512, 256], [512, 512], [1024, 512]]:
+for layer_sizes in [[512, 256], [512, 512], [1024, 512], [1024, 1024]]:
     for pretrain in [True]:
-        l1_base = 0.000001
+        l1_base = 0.00001
         for l1 in [l1_base, l1_base / 10, l1_base / 100, l1_base / 1000, 0.0]:
             new = deepcopy(base_hyperparameters)
             new["layer_sizes"] = layer_sizes