Removing unecessary early stopping calls (#1863)

* Removing unecessary early stopping calls

* Update CHANGELOG.md

Co-authored-by: Mateusz Pieniak <mateusz.pieniak@evidenceprime.com>
Co-authored-by: William Falcon <waf2107@columbia.edu>

CHANGELOG.md

@@ -38,6 +38,8 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 
 - Fixed user warning when apex was used together with learning rate schedulers ([#1873](https://github.com/PyTorchLightning/pytorch-lightning/pull/1873))
 
+- Fixed multiple calls of `EarlyStopping` callback ([#1751](https://github.com/PyTorchLightning/pytorch-lightning/issues/1751)) 
+
 - Fixed an issue with `Trainer.from_argparse_args` when passing in unknown Trainer args ([#1932](https://github.com/PyTorchLightning/pytorch-lightning/pull/1932))
 
 - Fix bug related to logger not being reset correctly for model after tuner algorithms ([#1933](https://github.com/PyTorchLightning/pytorch-lightning/pull/1933))

pytorch_lightning/trainer/training_loop.py

@@ -455,7 +455,6 @@ def run_training_epoch(self):
             if self.fast_dev_run or should_check_val:
                 self.run_evaluation(test_mode=self.testing)
                 self.call_checkpoint_callback()
-                self.call_early_stop_callback()
 
             # when logs should be saved
             should_save_log = (batch_idx + 1) % self.log_save_interval == 0 or early_stop_epoch
@@ -501,7 +500,6 @@ def run_training_epoch(self):
         # when no val loop is present or fast-dev-run still need to call checkpoints
         if not self.is_overridden('validation_step') and not (self.fast_dev_run or should_check_val):
             self.call_checkpoint_callback()
-            self.call_early_stop_callback()
 
         # Epoch end events
         with self.profiler.profile('on_epoch_end'):
@@ -794,10 +792,6 @@ def call_checkpoint_callback(self):
         if self.checkpoint_callback is not None:
             self.checkpoint_callback.on_validation_end(self, self.get_model())
 
-    def call_early_stop_callback(self):
-        if self.early_stop_callback:
-            self.early_stop_callback.on_epoch_end(self, self.get_model())
-
 
 def _with_is_last(iterable):
     """Pass through values from the given iterable with an added boolean indicating if this is the last item.