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 |   28 ++++++++++++++++++++--------
 1 files changed, 20 insertions(+), 8 deletions(-)

diff --git a/cfg/darknet.cfg b/cfg/darknet.cfg
index 2e0a624..53d1ec9 100644
--- a/cfg/darknet.cfg
+++ b/cfg/darknet.cfg
@@ -1,13 +1,17 @@
 [net]
 batch=128
-subdivisions=32
+subdivisions=1
 height=256
 width=256
 channels=3
-learning_rate=0.01
 momentum=0.9
 decay=0.0005
 
+learning_rate=0.1
+policy=poly
+power=4
+max_batches=500000
+
 [crop]
 crop_height=224
 crop_width=224
@@ -17,6 +21,7 @@
 exposure=1
 
 [convolutional]
+batch_normalize=1
 filters=16
 size=3
 stride=1
@@ -24,10 +29,11 @@
 activation=leaky
 
 [maxpool]
-stride=2
 size=2
+stride=2
 
 [convolutional]
+batch_normalize=1
 filters=32
 size=3
 stride=1
@@ -35,10 +41,11 @@
 activation=leaky
 
 [maxpool]
-stride=2
 size=2
+stride=2
 
 [convolutional]
+batch_normalize=1
 filters=64
 size=3
 stride=1
@@ -46,10 +53,11 @@
 activation=leaky
 
 [maxpool]
-stride=2
 size=2
+stride=2
 
 [convolutional]
+batch_normalize=1
 filters=128
 size=3
 stride=1
@@ -57,10 +65,11 @@
 activation=leaky
 
 [maxpool]
-stride=2
 size=2
+stride=2
 
 [convolutional]
+batch_normalize=1
 filters=256
 size=3
 stride=1
@@ -68,10 +77,11 @@
 activation=leaky
 
 [maxpool]
-stride=2
 size=2
+stride=2
 
 [convolutional]
+batch_normalize=1
 filters=512
 size=3
 stride=1
@@ -79,10 +89,11 @@
 activation=leaky
 
 [maxpool]
-stride=2
 size=2
+stride=2
 
 [convolutional]
+batch_normalize=1
 filters=1024
 size=3
 stride=1
@@ -99,6 +110,7 @@
 activation=leaky
 
 [softmax]
+groups=1
 
 [cost]
 type=sse

--
Gitblit v1.10.0