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 |   75 +++++++++----------------------------
 1 files changed, 19 insertions(+), 56 deletions(-)

diff --git a/cfg/darknet.cfg b/cfg/darknet.cfg
index 8a5978e..53d1ec9 100644
--- a/cfg/darknet.cfg
+++ b/cfg/darknet.cfg
@@ -4,10 +4,14 @@
 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
@@ -17,127 +21,85 @@
 exposure=1
 
 [convolutional]
+batch_normalize=1
 filters=16
 size=3
 stride=1
 pad=1
 activation=leaky
 
-#[convolutional]
-#filters=16
-#size=3
-#stride=1
-#pad=1
-#activation=leaky
-
 [maxpool]
-stride=2
 size=2
+stride=2
 
 [convolutional]
+batch_normalize=1
 filters=32
 size=3
 stride=1
 pad=1
 activation=leaky
 
-#[convolutional]
-#filters=32
-#size=3
-#stride=1
-#pad=1
-#activation=leaky
-
 [maxpool]
-stride=2
 size=2
+stride=2
 
 [convolutional]
+batch_normalize=1
 filters=64
 size=3
 stride=1
 pad=1
 activation=leaky
 
-#[convolutional]
-#filters=64
-#size=3
-#stride=1
-#pad=1
-#activation=leaky
-
 [maxpool]
-stride=2
 size=2
+stride=2
 
 [convolutional]
+batch_normalize=1
 filters=128
 size=3
 stride=1
 pad=1
 activation=leaky
 
-#[convolutional]
-#filters=128
-#size=3
-#stride=1
-#pad=1
-#activation=leaky
-
 [maxpool]
-stride=2
 size=2
+stride=2
 
 [convolutional]
+batch_normalize=1
 filters=256
 size=3
 stride=1
 pad=1
 activation=leaky
 
-#[convolutional]
-#filters=256
-#size=3
-#stride=1
-#pad=1
-#activation=leaky
-
 [maxpool]
-stride=2
 size=2
+stride=2
 
 [convolutional]
+batch_normalize=1
 filters=512
 size=3
 stride=1
 pad=1
 activation=leaky
 
-#[convolutional]
-#filters=512
-#size=3
-#stride=1
-#pad=1
-#activation=leaky
-
 [maxpool]
-stride=2
 size=2
+stride=2
 
 [convolutional]
+batch_normalize=1
 filters=1024
 size=3
 stride=1
 pad=1
 activation=leaky
 
-#[convolutional]
-#filters=1024
-#size=3
-#stride=1
-#pad=1
-#activation=leaky
-
 [avgpool]
 
 [dropout]
@@ -148,6 +110,7 @@
 activation=leaky
 
 [softmax]
+groups=1
 
 [cost]
 type=sse

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