From 326710993fb2f7560c4091a5883e21e1083d249e Mon Sep 17 00:00:00 2001
From: William L Hamilton <wleif@stanford.edu>
Date: Fri, 3 Nov 2017 12:19:52 -0700
Subject: [PATCH] Removed extra scaling by batch size.

---
 graphsage/models.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/graphsage/models.py b/graphsage/models.py
index e9fe791..e3a904f 100644
--- a/graphsage/models.py
+++ b/graphsage/models.py
@@ -388,7 +388,6 @@ class SampleAndAggregate(GeneralizedModel):
                 self.loss += FLAGS.weight_decay * tf.nn.l2_loss(var)
 
         self.loss = self.link_pred_layer.loss(self.outputs1, self.outputs2, self.neg_outputs) 
-        self.loss = self.loss / tf.cast(self.batch_size, tf.float32)
         tf.summary.scalar('loss', self.loss)
 
     def _accuracy(self):