Feature/sg 624 remove avg from model plots

src/super_gradients/training/sg_trainer/sg_trainer.py

@@ -1392,13 +1392,6 @@ def _validate_final_average_model(self, cleanup_snapshots_pkl_file=False):
         self.net.load_state_dict(keep_state_dict)
 
         if not self.ddp_silent_mode:
-            # Adding values to sg_logger
-            # looping over last titles which corresponds to validation (and average model) metrics.
-            all_titles = self.results_titles[-1 * len(averaged_model_results_tuple) :]
-            result_dict = {all_titles[i]: averaged_model_results_tuple[i] for i in range(len(averaged_model_results_tuple))}
-
-            self.sg_logger.add_scalars(tag_scalar_dict=result_dict, global_step=self.max_epochs)
-
             average_model_tb_titles = ["Averaged Model " + x for x in self.results_titles[-1 * len(averaged_model_results_tuple) :]]
             write_struct = ""
             for ind, title in enumerate(average_model_tb_titles):