From 699fbabda7ba809807f85ceeb082fe68b883b19c Mon Sep 17 00:00:00 2001
From: William Falcon <falc@fb.com>
Date: Tue, 13 Aug 2019 11:59:33 -0400
Subject: [PATCH] updated optimizer_step docs

---
 docs/Trainer/hooks.md | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/docs/Trainer/hooks.md b/docs/Trainer/hooks.md
index 9eb1dbf872..13c58eb3f5 100644
--- a/docs/Trainer/hooks.md
+++ b/docs/Trainer/hooks.md
@@ -92,6 +92,9 @@ def optimizer_step(self, current_epoch, batch_nb, optimizer, optimizer_i):
         if batch_nb % 4 == 0 :
             optimizer.step()
             optimizer.zero_grad()    
+    
+    # ...
+    # add as many optimizers as you want 
 ```
 
 ---