diff --git a/freqtrade/freqai/data_kitchen.py b/freqtrade/freqai/data_kitchen.py
index 69a311925..629019549 100644
--- a/freqtrade/freqai/data_kitchen.py
+++ b/freqtrade/freqai/data_kitchen.py
@@ -681,7 +681,7 @@ class FreqaiDataKitchen:
             retrain = elapsed_time > self.freqai_config.get('backtest_period')
             if retrain:
                 trained_timerange.startts = int(time - self.freqai_config.get(
-                                             'backtest_period', 0) * SECONDS_IN_DAY)
+                                             'train_period', 0) * SECONDS_IN_DAY)
                 trained_timerange.stopts = int(time)
         else:  # user passed no live_trained_timerange in config
             trained_timerange.startts = int(time - self.freqai_config.get('train_period') *
diff --git a/freqtrade/freqai/freqai_interface.py b/freqtrade/freqai/freqai_interface.py
index 3e737e5e7..75c00988f 100644
--- a/freqtrade/freqai/freqai_interface.py
+++ b/freqtrade/freqai/freqai_interface.py
@@ -187,8 +187,7 @@ class IFreqaiModel(ABC):
         (model_filename,
          trained_timestamp,
          coin_first) = self.data_drawer.get_pair_dict_info(metadata)
-        if self.training_on_separate_thread:
-            print('debug_here')
+
         if not self.training_on_separate_thread:
             file_exists = False