Undo mistake in previous commit

Author: j-woz

Pilot1/Uno/uno_baseline_keras2.py

@@ -375,7 +375,6 @@ def warmup_scheduler(epoch):
 
         ckpt.set_model(template_model)
         J = ckpt.restart(params)
-        # J = candle.restart(params, model)
 
         if J is not None:
             initial_epoch = J['epoch']
@@ -384,10 +383,6 @@ def warmup_scheduler(epoch):
             print('initial_epoch: %i' % initial_epoch)
 
         elif args.initial_weights is not None:
-        # ckpt = candle.CandleCheckpointCallback(params,
-        #                                        verbose=True)
-
-        # if args.initial_weights:
             logger.info("Loading initial weights from '{}'"
                         .format(args.initial_weights))
             start = time.time()
@@ -425,7 +420,7 @@ def warmup_scheduler(epoch):
         es_monitor = keras.callbacks.EarlyStopping(patience=patience,
                                                    verbose=1)
 
-        reduce_lr = ReduceLROnPlateau(monitor='val_loss', factor=0.5, patience=100, min_lr=0.00001)
+        reduce_lr = ReduceLROnPlateau(monitor='val_loss', factor=0.5, patience=5, min_lr=0.00001)
         warmup_lr = LearningRateScheduler(warmup_scheduler)
         # prefix + cv_ext + '.
         checkpointer = MultiGPUCheckpoint('model.h5', save_best_only=True)