Removed redundancies, fixed summary bug

src/utils/summary_utils.py

@@ -45,7 +45,7 @@ class Summaries(object):
         
         for mode in self.modes:
             for key in self.scalar_summary_names:
-                self.scalar_summaries[mode+'_'+key] = tf.keras.metrics.Mean('mode_'+key, dtype=tf.float32)
+                self.scalar_summaries[mode+'_'+key] = tf.keras.metrics.Mean(mode+'_'+key, dtype=tf.float32)
         
     def update(self,scalars,mode="train"):
 

src/utils/trainer.py

@@ -18,10 +18,6 @@ class ModelTrainer():
                  epochs,
                  eval_fns,
                  model_settings = [],
-                 optimizer_types = [],
-                 base_learning_rates = [],
-                 learning_rate_fns = [],
-                 init_data = [],
                  summaries = None,
                  start_epoch = 0,
                  num_train_batches = None,