From e7d43fd65ddc476469ee8d24140835c1e0159fa6 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Mon, 30 Nov 2015 23:04:09 +0000
Subject: [PATCH] rolling avg demo

---
 cfg/darknet.cfg |   29 +++++++++++++++++++----------
 1 files changed, 19 insertions(+), 10 deletions(-)

diff --git a/cfg/darknet.cfg b/cfg/darknet.cfg
index f52ff3f..53d1ec9 100644
--- a/cfg/darknet.cfg
+++ b/cfg/darknet.cfg
@@ -6,10 +6,11 @@
 channels=3
 momentum=0.9
 decay=0.0005
-learning_rate=0.01
+
+learning_rate=0.1
 policy=poly
-power=.5
-max_batches=600000
+power=4
+max_batches=500000
 
 [crop]
 crop_height=224
@@ -20,6 +21,7 @@
 exposure=1
 
 [convolutional]
+batch_normalize=1
 filters=16
 size=3
 stride=1
@@ -27,10 +29,11 @@
 activation=leaky
 
 [maxpool]
-size=3
+size=2
 stride=2
 
 [convolutional]
+batch_normalize=1
 filters=32
 size=3
 stride=1
@@ -38,10 +41,11 @@
 activation=leaky
 
 [maxpool]
-size=3
+size=2
 stride=2
 
 [convolutional]
+batch_normalize=1
 filters=64
 size=3
 stride=1
@@ -49,10 +53,11 @@
 activation=leaky
 
 [maxpool]
-size=3
+size=2
 stride=2
 
 [convolutional]
+batch_normalize=1
 filters=128
 size=3
 stride=1
@@ -60,10 +65,11 @@
 activation=leaky
 
 [maxpool]
-size=3
+size=2
 stride=2
 
 [convolutional]
+batch_normalize=1
 filters=256
 size=3
 stride=1
@@ -71,10 +77,11 @@
 activation=leaky
 
 [maxpool]
-size=3
+size=2
 stride=2
 
 [convolutional]
+batch_normalize=1
 filters=512
 size=3
 stride=1
@@ -82,10 +89,11 @@
 activation=leaky
 
 [maxpool]
-size=3
+size=2
 stride=2
 
 [convolutional]
+batch_normalize=1
 filters=1024
 size=3
 stride=1
@@ -99,9 +107,10 @@
 
 [connected]
 output=1000
-activation=linear
+activation=leaky
 
 [softmax]
+groups=1
 
 [cost]
 type=sse

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