From 1578ec70d751231218c869d345404ea68be9e5e8 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Mon, 18 Jan 2016 23:40:14 +0000
Subject: [PATCH] idk

---
 cfg/msr_50.cfg |  114 +++++++++++++++++++++++++++++++++++++++++++++-----------
 1 files changed, 91 insertions(+), 23 deletions(-)

diff --git a/cfg/msr_50.cfg b/cfg/msr_50.cfg
index 31685f2..2edd21c 100644
--- a/cfg/msr_50.cfg
+++ b/cfg/msr_50.cfg
@@ -1,13 +1,18 @@
 [net]
 batch=128
-subdivisions=4
+subdivisions=8
 height=256
 width=256
 channels=3
 momentum=0.9
-decay=0.0005
+decay=0.0001
 
-learning_rate=0.01
+learning_rate=0.05
+policy=poly
+power=4
+max_batches=500000
+
+
 
 [crop]
 crop_height=224
@@ -57,10 +62,22 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
+
+[route]
+layers=-4
+
+[convolutional]
+batch_normalize=1
+size=1
+stride=1
+pad=1
+activation=linear
+filters=256
 
 [shortcut]
-from = -4
+from = -3
+activation=leaky
 
 [convolutional]
 batch_normalize=1
@@ -84,10 +101,11 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
+activation=leaky
 
 [convolutional]
 batch_normalize=1
@@ -111,10 +129,11 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
+activation=leaky
 
 
 ##### Conv 3_x #####
@@ -141,10 +160,22 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
+
+[route]
+layers=-4
+
+[convolutional]
+batch_normalize=1
+size=1
+stride=2
+pad=1
+activation=linear
+filters=512
 
 [shortcut]
-from = -4
+from = -3
+activation=leaky
 
 [convolutional]
 batch_normalize=1
@@ -168,10 +199,11 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
+activation=leaky
 
 [convolutional]
 batch_normalize=1
@@ -195,10 +227,11 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
+activation=leaky
 
 [convolutional]
 batch_normalize=1
@@ -222,10 +255,11 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
+activation=leaky
 
 
 ##### Conv 4_x #####
@@ -252,10 +286,23 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
+
+[route]
+layers=-4
+
+[convolutional]
+batch_normalize=1
+size=1
+stride=2
+pad=1
+activation=linear
+filters=1024
 
 [shortcut]
-from = -4
+from = -3
+activation=leaky
+
 
 [convolutional]
 batch_normalize=1
@@ -279,10 +326,11 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
+activation=leaky
 
 [convolutional]
 batch_normalize=1
@@ -306,10 +354,11 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
+activation=leaky
 
 [convolutional]
 batch_normalize=1
@@ -333,10 +382,11 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
+activation=leaky
 
 [convolutional]
 batch_normalize=1
@@ -360,10 +410,11 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
+activation=leaky
 
 [convolutional]
 batch_normalize=1
@@ -387,10 +438,11 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
+activation=leaky
 
 
 ##### Conv 5_x #####
@@ -417,10 +469,24 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
+
+
+[route]
+layers=-4
+
+[convolutional]
+batch_normalize=1
+size=1
+stride=2
+pad=1
+activation=linear
+filters=2048
 
 [shortcut]
-from = -4
+from = -3
+activation=leaky
+
 
 [convolutional]
 batch_normalize=1
@@ -444,10 +510,11 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
+activation=leaky
 
 [convolutional]
 batch_normalize=1
@@ -471,10 +538,11 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
+activation=leaky
 
 [avgpool]
 

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