diff --git a/nnunetv2/training/nnUNetTrainer/nnUNetTrainer.py b/nnunetv2/training/nnUNetTrainer/nnUNetTrainer.py
index fb3aa5d28..4b7813b1d 100644
--- a/nnunetv2/training/nnUNetTrainer/nnUNetTrainer.py
+++ b/nnunetv2/training/nnUNetTrainer/nnUNetTrainer.py
@@ -279,12 +279,18 @@ def _save_debug_information(self):
                         # print(k)
                         pass
                 if k in ['dataloader_train', 'dataloader_val']:
-                    if hasattr(getattr(self, k), 'generator'):
-                        dct[k + '.generator'] = str(getattr(self, k).generator)
-                    if hasattr(getattr(self, k), 'num_processes'):
-                        dct[k + '.num_processes'] = str(getattr(self, k).num_processes)
-                    if hasattr(getattr(self, k), 'transform'):
-                        dct[k + '.transform'] = str(getattr(self, k).transform)
+                    dl = getattr(self, k)
+                    if hasattr(dl, 'generator'):
+                        dct[k + '.generator'] = str(dl.generator)
+                        if hasattr(dl.generator, 'transforms'):
+                            try:
+                                dct[k + '.generator.transforms'] = str(dl.generator.transforms)
+                            except Exception as e:
+                                dct[k + '.generator.transforms'] = f"Could not stringify generator.transforms: {type(e).__name__}: {e}"
+                    if hasattr(dl, 'num_processes'):
+                        dct[k + '.num_processes'] = str(dl.num_processes)
+                    if hasattr(dl, 'transform'):
+                        dct[k + '.transform'] = str(dl.transform)
             import subprocess
             hostname = subprocess.getoutput(['hostname'])
             dct['hostname'] = hostname