Join Horovod workers at the end of trainer.fit() to prevent race conditions following training

pytorch_lightning/core/model_saving.py

@@ -4,7 +4,8 @@
 """
 
 from pytorch_lightning.utilities import rank_zero_warn
-from pytorch_lightning.core.saving import *  # noqa: F403
 
 rank_zero_warn("`model_saving` module has been renamed to `saving` since v0.6.0."
                " The deprecated module name will be removed in v0.8.0.", DeprecationWarning)
+
+from pytorch_lightning.core.saving import *  # noqa: F403 E402

pytorch_lightning/core/root_module.py

@@ -4,7 +4,8 @@
 """
 
 from pytorch_lightning.utilities import rank_zero_warn
-from pytorch_lightning.core.lightning import *  # noqa: F403
 
 rank_zero_warn("`root_module` module has been renamed to `lightning` since v0.6.0."
                " The deprecated module name will be removed in v0.8.0.", DeprecationWarning)
+
+from pytorch_lightning.core.lightning import *  # noqa: F403 E402

pytorch_lightning/logging/__init__.py

@@ -4,7 +4,8 @@
 """
 
 from pytorch_lightning.utilities import rank_zero_warn
-from pytorch_lightning.loggers import *  # noqa: F403
 
 rank_zero_warn("`logging` package has been renamed to `loggers` since v0.7.0"
                " The deprecated package name will be removed in v0.9.0.", DeprecationWarning)
+
+from pytorch_lightning.loggers import *  # noqa: F403 E402

pytorch_lightning/logging/comet.py

@@ -3,7 +3,8 @@
 """
 
 from pytorch_lightning.utilities import rank_zero_warn
-from pytorch_lightning.loggers.comet import CometLogger  # noqa: F403
 
 rank_zero_warn("`logging.comet` module has been renamed to `loggers.comet` since v0.7.0."
                " The deprecated module name will be removed in v0.9.0.", DeprecationWarning)
+
+from pytorch_lightning.loggers.comet import CometLogger  # noqa: F403 E402

pytorch_lightning/logging/mlflow.py

@@ -3,7 +3,8 @@
 """
 
 from pytorch_lightning.utilities import rank_zero_warn
-from pytorch_lightning.loggers.mlflow import MLFlowLogger  # noqa: F403
 
 rank_zero_warn("`logging.mlflow` module has been renamed to `loggers.mlflow` since v0.7.0."
                " The deprecated module name will be removed in v0.9.0.", DeprecationWarning)
+
+from pytorch_lightning.loggers.mlflow import MLFlowLogger  # noqa: F403 E402

pytorch_lightning/logging/neptune.py

@@ -3,7 +3,8 @@
 """
 
 from pytorch_lightning.utilities import rank_zero_warn
-from pytorch_lightning.loggers.neptune import NeptuneLogger  # noqa: F403
 
 rank_zero_warn("`logging.neptune` module has been renamed to `loggers.neptune` since v0.7.0."
                " The deprecated module name will be removed in v0.9.0.", DeprecationWarning)
+
+from pytorch_lightning.loggers.neptune import NeptuneLogger  # noqa: F403 E402

pytorch_lightning/logging/test_tube.py

@@ -3,7 +3,8 @@
 """
 
 from pytorch_lightning.utilities import rank_zero_warn
-from pytorch_lightning.loggers.test_tube import TestTubeLogger  # noqa: F403
 
 rank_zero_warn("`logging.test_tube` module has been renamed to `loggers.test_tube` since v0.7.0."
                " The deprecated module name will be removed in v0.9.0.", DeprecationWarning)
+
+from pytorch_lightning.loggers.test_tube import TestTubeLogger  # noqa: F403 E402

pytorch_lightning/logging/wandb.py

@@ -3,7 +3,8 @@
 """
 
 from pytorch_lightning.utilities import rank_zero_warn
-from pytorch_lightning.loggers.wandb import WandbLogger  # noqa: F403
 
 rank_zero_warn("`logging.wandb` module has been renamed to `loggers.wandb` since v0.7.0."
                " The deprecated module name will be removed in v0.9.0.", DeprecationWarning)
+
+from pytorch_lightning.loggers.wandb import WandbLogger  # noqa: F403 E402

pytorch_lightning/pt_overrides/override_data_parallel.py

@@ -4,8 +4,9 @@
 """
 
 from pytorch_lightning.utilities import rank_zero_warn
-from pytorch_lightning.overrides.data_parallel import (  # noqa: F402
-    get_a_var, parallel_apply, LightningDataParallel, LightningDistributedDataParallel)
 
 rank_zero_warn("`override_data_parallel` module has been renamed to `data_parallel` since v0.6.0."
                " The deprecated module name will be removed in v0.8.0.", DeprecationWarning)
+
+from pytorch_lightning.overrides.data_parallel import (  # noqa: F402 E402
+    get_a_var, parallel_apply, LightningDataParallel, LightningDistributedDataParallel)

pytorch_lightning/root_module/decorators.py

@@ -4,7 +4,8 @@
 """
 
 from pytorch_lightning.utilities import rank_zero_warn
-from pytorch_lightning.core.decorators import *  # noqa: F403
 
 rank_zero_warn("`root_module.decorators` module has been renamed to `core.decorators` since v0.6.0."
                " The deprecated module name will be removed in v0.8.0.", DeprecationWarning)
+
+from pytorch_lightning.core.decorators import *  # noqa: F403 E402

pytorch_lightning/root_module/grads.py

@@ -4,7 +4,8 @@
 """
 
 from pytorch_lightning.utilities import rank_zero_warn
-from pytorch_lightning.core.grads import *  # noqa: F403
 
 rank_zero_warn("`root_module.grads` module has been renamed to `core.grads` since v0.6.0."
                " The deprecated module name will be removed in v0.8.0.", DeprecationWarning)
+
+from pytorch_lightning.core.grads import *  # noqa: F403 E402

pytorch_lightning/root_module/hooks.py

@@ -4,7 +4,8 @@
 """
 
 from pytorch_lightning.utilities import rank_zero_warn
-from pytorch_lightning.core.hooks import *  # noqa: F403
 
 rank_zero_warn("`root_module.hooks` module has been renamed to `core.hooks` since v0.6.0."
                " The deprecated module name will be removed in v0.8.0.", DeprecationWarning)
+
+from pytorch_lightning.core.hooks import *  # noqa: F403 E402

pytorch_lightning/root_module/memory.py

@@ -4,7 +4,8 @@
 """
 
 from pytorch_lightning.utilities import rank_zero_warn
-from pytorch_lightning.core.memory import *  # noqa: F403
 
 rank_zero_warn("`root_module.memory` module has been renamed to `core.memory` since v0.6.0."
                " The deprecated module name will be removed in v0.8.0.", DeprecationWarning)
+
+from pytorch_lightning.core.memory import *  # noqa: F403 E402

pytorch_lightning/root_module/model_saving.py

@@ -4,7 +4,8 @@
 """
 
 from pytorch_lightning.utilities import rank_zero_warn
-from pytorch_lightning.core.saving import *  # noqa: F403
 
 rank_zero_warn("`root_module.model_saving` module has been renamed to `core.saving` since v0.6.0."
                " The deprecated module name will be removed in v0.8.0.", DeprecationWarning)
+
+from pytorch_lightning.core.saving import *  # noqa: F403 E402

pytorch_lightning/root_module/root_module.py

@@ -4,7 +4,8 @@
 """
 
 from pytorch_lightning.utilities import rank_zero_warn
-from pytorch_lightning.core.lightning import *  # noqa: F403
 
 rank_zero_warn("`root_module.root_module` module has been renamed to `core.lightning` since v0.6.0."
                " The deprecated module name will be removed in v0.8.0.", DeprecationWarning)
+
+from pytorch_lightning.core.lightning import *  # noqa: F403 E402

pytorch_lightning/trainer/distrib_parts.py

@@ -627,6 +627,9 @@ def filter_named_parameters(model, optimizer):
 
             self.run_pretrain_routine(model)
 
+        # Make sure all workers have finished training before returning to the user
+        hvd.join()
+
 
 def normalize_parse_gpu_string_input(s):
     if isinstance(s, str):