From e4ab47dfcedb4c87e5eddf484caa4ac0c020fc9b Mon Sep 17 00:00:00 2001
From: AlexeyAB <alexeyab84@gmail.com>
Date: Wed, 21 Feb 2018 12:35:09 +0000
Subject: [PATCH] Optimized resizing of region_layer for random=1

---
 build/darknet/x64/densenet201_yolo.cfg |   33 +++++++++++++++++++++++++++------
 1 files changed, 27 insertions(+), 6 deletions(-)

diff --git a/build/darknet/x64/densenet201_yolo.cfg b/build/darknet/x64/densenet201_yolo.cfg
index 5d7a194..579b3e4 100644
--- a/build/darknet/x64/densenet201_yolo.cfg
+++ b/build/darknet/x64/densenet201_yolo.cfg
@@ -1,7 +1,7 @@
 [net]
 # Training
 batch=64
-subdivisions=16
+subdivisions=32
 
 # Testing
 #batch=1
@@ -14,11 +14,11 @@
 momentum=0.9
 decay=0.0005
 
-learning_rate=0.0001
-max_batches = 45000
-policy=steps
-steps=100,25000,35000
-scales=10,.1,.1
+burn_in=1000
+learning_rate=0.1
+policy=poly
+power=4
+max_batches=1600000
 
 angle=7
 hue=.1
@@ -1937,6 +1937,27 @@
 layers=-1,-3
 
 
+
+[convolutional]
+batch_normalize=1
+size=1
+stride=1
+pad=1
+filters=1024
+activation=leaky
+
+
+[convolutional]
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=1024
+activation=leaky
+
+
+
+
 [convolutional]
 size=1
 stride=1

--
Gitblit v1.10.0