From db0397cfaaf488364e3d2e1669dfefae2ee6ea73 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Mon, 14 Dec 2015 19:57:10 +0000
Subject: [PATCH] shortcut layers, msr networks

---
 cfg/darknet.cfg |   69 ++++++----------------------------
 1 files changed, 13 insertions(+), 56 deletions(-)

diff --git a/cfg/darknet.cfg b/cfg/darknet.cfg
index 8a5978e..00e9c36 100644
--- a/cfg/darknet.cfg
+++ b/cfg/darknet.cfg
@@ -4,10 +4,15 @@
 height=256
 width=256
 channels=3
-learning_rate=0.01
 momentum=0.9
 decay=0.0005
 
+learning_rate=0.01
+policy=sigmoid
+gamma=.00002
+step=400000
+max_batches=800000
+
 [crop]
 crop_height=224
 crop_width=224
@@ -23,16 +28,9 @@
 pad=1
 activation=leaky
 
-#[convolutional]
-#filters=16
-#size=3
-#stride=1
-#pad=1
-#activation=leaky
-
 [maxpool]
-stride=2
 size=2
+stride=2
 
 [convolutional]
 filters=32
@@ -41,16 +39,9 @@
 pad=1
 activation=leaky
 
-#[convolutional]
-#filters=32
-#size=3
-#stride=1
-#pad=1
-#activation=leaky
-
 [maxpool]
-stride=2
 size=2
+stride=2
 
 [convolutional]
 filters=64
@@ -59,16 +50,9 @@
 pad=1
 activation=leaky
 
-#[convolutional]
-#filters=64
-#size=3
-#stride=1
-#pad=1
-#activation=leaky
-
 [maxpool]
-stride=2
 size=2
+stride=2
 
 [convolutional]
 filters=128
@@ -77,16 +61,9 @@
 pad=1
 activation=leaky
 
-#[convolutional]
-#filters=128
-#size=3
-#stride=1
-#pad=1
-#activation=leaky
-
 [maxpool]
-stride=2
 size=2
+stride=2
 
 [convolutional]
 filters=256
@@ -95,16 +72,9 @@
 pad=1
 activation=leaky
 
-#[convolutional]
-#filters=256
-#size=3
-#stride=1
-#pad=1
-#activation=leaky
-
 [maxpool]
-stride=2
 size=2
+stride=2
 
 [convolutional]
 filters=512
@@ -113,16 +83,9 @@
 pad=1
 activation=leaky
 
-#[convolutional]
-#filters=512
-#size=3
-#stride=1
-#pad=1
-#activation=leaky
-
 [maxpool]
-stride=2
 size=2
+stride=2
 
 [convolutional]
 filters=1024
@@ -131,13 +94,6 @@
 pad=1
 activation=leaky
 
-#[convolutional]
-#filters=1024
-#size=3
-#stride=1
-#pad=1
-#activation=leaky
-
 [avgpool]
 
 [dropout]
@@ -148,6 +104,7 @@
 activation=leaky
 
 [softmax]
+groups=1
 
 [cost]
 type=sse

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