From 926e6ccca0687ad6adf4ef82ddd67f90df8e5afe Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Thu, 23 Jun 2016 05:29:57 +0000
Subject: [PATCH] other yool

---
 cfg/msr_152.cfg |  306 +++++++++++++++++++++++++++++++++++++++++---------
 1 files changed, 248 insertions(+), 58 deletions(-)

diff --git a/cfg/msr_152.cfg b/cfg/msr_152.cfg
index 5d5a3b2..b19c999 100644
--- a/cfg/msr_152.cfg
+++ b/cfg/msr_152.cfg
@@ -1,13 +1,16 @@
 [net]
-batch=256
-subdivisions=16
+batch=128
+subdivisions=8
 height=256
 width=256
 channels=3
 momentum=0.9
-decay=0.0005
+decay=0.0001
 
-learning_rate=0.02
+learning_rate=0.1
+policy=poly
+power=4
+max_batches=500000
 
 [crop]
 crop_height=224
@@ -57,10 +60,22 @@
 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
@@ -84,11 +99,13 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
 [convolutional]
 batch_normalize=1
 filters=64
@@ -111,11 +128,13 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
 
 ##### Conv 3_x #####
 
@@ -141,10 +160,24 @@
 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=512
 
 [shortcut]
-from = -4
+from = -3
+activation=leaky
+
 
 [convolutional]
 batch_normalize=1
@@ -168,11 +201,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=128
@@ -195,11 +231,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=128
@@ -222,11 +261,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=128
@@ -249,11 +291,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=128
@@ -276,11 +321,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=128
@@ -303,11 +351,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=128
@@ -330,11 +381,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 
 ##### Conv 4_x #####
 
@@ -360,10 +414,24 @@
 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=1024
 
 [shortcut]
-from = -4
+from = -3
+activation=leaky
+
 
 [convolutional]
 batch_normalize=1
@@ -387,11 +455,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -414,11 +485,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -441,11 +515,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -468,11 +545,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -495,11 +575,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -522,11 +605,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -549,11 +635,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -576,11 +665,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -603,11 +695,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -630,11 +725,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -657,11 +755,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -684,11 +785,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -711,11 +815,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -738,11 +845,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -765,11 +875,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -792,11 +905,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -819,11 +935,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -846,11 +965,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -873,11 +995,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -900,11 +1025,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -927,11 +1055,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -954,11 +1085,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -981,11 +1115,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -1008,11 +1145,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -1035,11 +1175,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -1062,11 +1205,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -1089,11 +1235,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -1116,11 +1265,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -1143,11 +1295,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -1170,11 +1325,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -1197,11 +1355,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -1224,11 +1385,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -1251,11 +1415,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -1278,11 +1445,14 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
+
 [convolutional]
 batch_normalize=1
 filters=256
@@ -1305,11 +1475,13 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
 
 ##### Conv 5_x #####
 
@@ -1335,10 +1507,24 @@
 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
@@ -1362,11 +1548,13 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
 [convolutional]
 batch_normalize=1
 filters=512
@@ -1389,11 +1577,13 @@
 size=1
 stride=1
 pad=1
-activation=leaky
+activation=linear
 
 [shortcut]
 from = -4
 
+activation=leaky
+
 [avgpool]
 
 [connected]

--
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