From dbdd31ee211fe8b1ac7e93ceadf7b34b8d304f34 Mon Sep 17 00:00:00 2001
From: Roland Singer <roland.singer@desertbit.com>
Date: Wed, 22 Aug 2018 11:56:41 +0000
Subject: [PATCH] updated README to include information about learning rate adjustment for multiple GPUs

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

diff --git a/cfg/rnn.cfg b/cfg/rnn.cfg
index a67e1fa..68c032d 100644
--- a/cfg/rnn.cfg
+++ b/cfg/rnn.cfg
@@ -1,29 +1,32 @@
 [net]
 subdivisions=1
 inputs=256
-batch = 128
+batch = 1
 momentum=0.9
 decay=0.001
-max_batches = 50000
-time_steps=900
+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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