From 6183b5f01283327cc5fbe9f454f3c9a7033f0496 Mon Sep 17 00:00:00 2001
From: Tiago Freitas Pereira <tiagofrepereira@gmail.com>
Date: Fri, 18 Nov 2016 14:48:21 +0100
Subject: [PATCH] Added default value for dropout
---
bob/learn/tensorflow/network/LenetDropout.py | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/bob/learn/tensorflow/network/LenetDropout.py b/bob/learn/tensorflow/network/LenetDropout.py
index 12fcf0a5..2dc99e05 100644
--- a/bob/learn/tensorflow/network/LenetDropout.py
+++ b/bob/learn/tensorflow/network/LenetDropout.py
@@ -49,7 +49,7 @@ class LenetDropout(SequenceNetwork):
))
self.add(MaxPooling(name="pooling2"))
self.add(MaxPooling(name="pooling2"))
- self.add(Dropout(name="dropout"))
+ self.add(Dropout(name="dropout", keep_prob=0.4))
self.add(FullyConnected(name="fc1", output_dim=fc1_output,
activation=tf.nn.tanh,
weights_initialization=Xavier(seed=seed, use_gpu=self.use_gpu),
--
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