From 5e448c00f32e80e13eead72318047ce8368aac9a Mon Sep 17 00:00:00 2001
From: AlexeyAB <alexeyab84@gmail.com>
Date: Mon, 05 Mar 2018 16:59:29 +0000
Subject: [PATCH] Added Focal loss. Use focal_loss=1 in the [region] layer in your cfg-file. alpha = 0.5, gamma = 2

---
 cfg/rnn.cfg |   21 ++++++++++++---------
 1 files changed, 12 insertions(+), 9 deletions(-)

diff --git a/cfg/rnn.cfg b/cfg/rnn.cfg
index f57ec67..68c032d 100644
--- a/cfg/rnn.cfg
+++ b/cfg/rnn.cfg
@@ -2,28 +2,31 @@
 subdivisions=1
 inputs=256
 batch = 1
-time_steps = 1
 momentum=0.9
-decay=0.0005
-max_batches = 50000000
+decay=0.001
+max_batches = 2000
+time_steps=1
 learning_rate=0.1
+policy=steps
+steps=1000,1500
+scales=.1,.1
 
 [rnn]
 batch_normalize=1
-output = 256
-hidden=512
+output = 1024
+hidden=1024
 activation=leaky
 
 [rnn]
 batch_normalize=1
-output = 256
-hidden=512
+output = 1024
+hidden=1024
 activation=leaky
 
 [rnn]
 batch_normalize=1
-output = 256
-hidden=512
+output = 1024
+hidden=1024
 activation=leaky
 
 [connected]

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