From b711627e84d2245e31a3b71d9e1119db49d6287c Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Thu, 28 Jan 2016 20:30:54 +0000
Subject: [PATCH] rnn cfg

---
 cfg/darknet.cfg |   16 +++++-----------
 1 files changed, 5 insertions(+), 11 deletions(-)

diff --git a/cfg/darknet.cfg b/cfg/darknet.cfg
index 53d1ec9..00e9c36 100644
--- a/cfg/darknet.cfg
+++ b/cfg/darknet.cfg
@@ -7,10 +7,11 @@
 momentum=0.9
 decay=0.0005
 
-learning_rate=0.1
-policy=poly
-power=4
-max_batches=500000
+learning_rate=0.01
+policy=sigmoid
+gamma=.00002
+step=400000
+max_batches=800000
 
 [crop]
 crop_height=224
@@ -21,7 +22,6 @@
 exposure=1
 
 [convolutional]
-batch_normalize=1
 filters=16
 size=3
 stride=1
@@ -33,7 +33,6 @@
 stride=2
 
 [convolutional]
-batch_normalize=1
 filters=32
 size=3
 stride=1
@@ -45,7 +44,6 @@
 stride=2
 
 [convolutional]
-batch_normalize=1
 filters=64
 size=3
 stride=1
@@ -57,7 +55,6 @@
 stride=2
 
 [convolutional]
-batch_normalize=1
 filters=128
 size=3
 stride=1
@@ -69,7 +66,6 @@
 stride=2
 
 [convolutional]
-batch_normalize=1
 filters=256
 size=3
 stride=1
@@ -81,7 +77,6 @@
 stride=2
 
 [convolutional]
-batch_normalize=1
 filters=512
 size=3
 stride=1
@@ -93,7 +88,6 @@
 stride=2
 
 [convolutional]
-batch_normalize=1
 filters=1024
 size=3
 stride=1

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