From 7e38f1f2469d768c6416d161214a118e18d4a190 Mon Sep 17 00:00:00 2001
From: William Falcon <falc@fb.com>
Date: Tue, 13 Aug 2019 11:54:19 -0400
Subject: [PATCH] updated optimizer_step docs

---
 docs/LightningModule/RequiredTrainerInterface.md | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/docs/LightningModule/RequiredTrainerInterface.md b/docs/LightningModule/RequiredTrainerInterface.md
index a5ca5bd2b0..58aaef8456 100644
--- a/docs/LightningModule/RequiredTrainerInterface.md
+++ b/docs/LightningModule/RequiredTrainerInterface.md
@@ -193,7 +193,10 @@ def configure_optimizers(self):
     disriminator_opt = Adam(self.model_disc.parameters(), lr=0.02)
     discriminator_sched = CosineAnnealing(discriminator_opt, T_max=10)
     return [generator_opt, disriminator_opt], [discriminator_sched]
-```
+```  
+
+If you need to control how often those optimizers step or override the default .step() schedule, override 
+the [optimizer_step](https://williamfalcon.github.io/pytorch-lightning/Trainer/hooks/#optimizer_step) hook.   
 
 ## Optional Methods