diff --git a/pytorch_lightning/models/trainer.py b/pytorch_lightning/models/trainer.py
index 547eaad8d3..9641caa4cc 100644
--- a/pytorch_lightning/models/trainer.py
+++ b/pytorch_lightning/models/trainer.py
@@ -285,7 +285,7 @@ class Trainer(TrainerIO):
         if self.on_gpu:
             rank = 0
             self.model = model
-            mp.spawn(dummy, nprocs=len(self.data_parallel_device_ids), args=(rank, ))
+            mp.spawn(dummy, nprocs=len(self.data_parallel_device_ids), args=(self, ))
         else:
             self.__run_pretrain_routine(model)