diff --git a/ACKNOWLEDGMENTS .md b/ACKNOWLEDGMENTS.md
similarity index 100%
rename from ACKNOWLEDGMENTS .md
rename to ACKNOWLEDGMENTS.md
diff --git a/mlair/plotting/training_monitoring.py b/mlair/plotting/training_monitoring.py
index 09f49c848675eb21bd172e40b09b265e47c443fb..4b4ebbc372e94e1a1752229bae608d373f6faa22 100644
--- a/mlair/plotting/training_monitoring.py
+++ b/mlair/plotting/training_monitoring.py
@@ -86,7 +86,7 @@ class PlotModelHistory:
         """
         ax = self._data[[self._plot_metric, f"val_{self._plot_metric}"]].plot(linewidth=0.7)
         if len(self._additional_columns) > 0:
-            self._data[self._additional_columns].plot(linewidth=0.7, secondary_y=True, ax=ax)
+            self._data[self._additional_columns].plot(linewidth=0.7, secondary_y=True, ax=ax, logy=True)
         title = f"Model {self._plot_metric}: best = {self._data[[f'val_{self._plot_metric}']].min().values}"
         ax.set(xlabel="epoch", ylabel=self._plot_metric, title=title)
         ax.axhline(y=0, color="gray", linewidth=0.5)
diff --git a/mlair/run_modules/training.py b/mlair/run_modules/training.py
index 6c993d56b540cf3cf5b86d9c1920fc3a22557e46..4409b6438ccaf6a46dc21aaf359425ea52095279 100644
--- a/mlair/run_modules/training.py
+++ b/mlair/run_modules/training.py
@@ -246,4 +246,8 @@ class Training(RunEnvironment):
         path_config.check_path_and_create(path)
         df.to_latex(os.path.join(path, "training_settings.tex"), na_rep='---', column_format=column_format)
         df.to_markdown(open(os.path.join(path, "training_settings.md"), mode="w", encoding='utf-8'),
-                       tablefmt="github")
\ No newline at end of file
+                       tablefmt="github")
+
+        val_score = self.model.evaluate_generator(generator=self.val_set, use_multiprocessing=True, verbose=0, steps=1)
+        for index, item in enumerate(val_score):
+            logging.info(f"{self.model.metrics_names[index]}, {item}")