From c2738835f0a2435ab03f411af3d168aec389d2a6 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Tue, 08 Dec 2015 01:18:04 +0000
Subject: [PATCH] Faster batch normalization

---
 cfg/darknet.cfg |   10 +++++-----
 1 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/cfg/darknet.cfg b/cfg/darknet.cfg
index 0b3c46c..85497a3 100644
--- a/cfg/darknet.cfg
+++ b/cfg/darknet.cfg
@@ -7,11 +7,10 @@
 momentum=0.9
 decay=0.0005
 
-learning_rate=0.01
-policy=sigmoid
-gamma=.00002
-step=400000
-max_batches=800000
+learning_rate=0.1
+policy=poly
+power=4
+max_batches=500000
 
 [crop]
 crop_height=224
@@ -104,6 +103,7 @@
 activation=leaky
 
 [softmax]
+groups=1
 
 [cost]
 type=sse

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