From 0222895c0697b5158b05d3bbe01f0a88a3ccd576 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Sun, 27 Nov 2016 04:08:16 +0000
Subject: [PATCH] :crossed_swords: IS THIS NOT WHY YOU ARE HERE :crossed_swords:

---
 cfg/alexnet.cfg |   60 +++++++++++++++++++++++++++++++++---------------------------
 1 files changed, 33 insertions(+), 27 deletions(-)

diff --git a/cfg/alexnet.cfg b/cfg/alexnet.cfg
index 79c5351..7e5a9b2 100644
--- a/cfg/alexnet.cfg
+++ b/cfg/alexnet.cfg
@@ -1,85 +1,91 @@
 [net]
 batch=128
-subdivisions=128
-height=256
-width=256
+subdivisions=1
+height=227
+width=227
 channels=3
-learning_rate=0.01
 momentum=0.9
 decay=0.0005
+max_crop=256
 
-[crop]
-crop_height=224
-crop_width=224
-flip=1
-angle=0
-saturation=1
-exposure=1
+learning_rate=0.01
+policy=poly
+power=4
+max_batches=800000
+
+angle=7
+hue = .1
+saturation=.75
+exposure=.75
+aspect=.75
 
 [convolutional]
-filters=64
+filters=96
 size=11
 stride=4
 pad=0
-activation=ramp
+activation=relu
 
 [maxpool]
 size=3
 stride=2
+padding=0
 
 [convolutional]
-filters=192
+filters=256
 size=5
 stride=1
 pad=1
-activation=ramp
+activation=relu
 
 [maxpool]
 size=3
 stride=2
+padding=0
 
 [convolutional]
 filters=384
 size=3
 stride=1
 pad=1
-activation=ramp
+activation=relu
+
+[convolutional]
+filters=384
+size=3
+stride=1
+pad=1
+activation=relu
 
 [convolutional]
 filters=256
 size=3
 stride=1
 pad=1
-activation=ramp
-
-[convolutional]
-filters=256
-size=3
-stride=1
-pad=1
-activation=ramp
+activation=relu
 
 [maxpool]
 size=3
 stride=2
+padding=0
 
 [connected]
 output=4096
-activation=ramp
+activation=relu
 
 [dropout]
 probability=.5
 
 [connected]
 output=4096
-activation=ramp
+activation=relu
 
 [dropout]
 probability=.5
 
 [connected]
 output=1000
-activation=ramp
+activation=linear
 
 [softmax]
 groups=1

--
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