From 76ee68f96d864a27312c9aa09856ddda559a5cd9 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Thu, 28 Aug 2014 02:11:46 +0000
Subject: [PATCH] Trying some stuff w/ dropout

---
 src/connected_layer.c |    4 ++--
 1 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/connected_layer.c b/src/connected_layer.c
index 368fb63..834e629 100644
--- a/src/connected_layer.c
+++ b/src/connected_layer.c
@@ -29,9 +29,9 @@
     layer->weight_momentum = calloc(inputs*outputs, sizeof(float));
     layer->weights = calloc(inputs*outputs, sizeof(float));
     float scale = 1./inputs;
-    //scale = .01;
+    scale = .05;
     for(i = 0; i < inputs*outputs; ++i)
-        layer->weights[i] = scale*(rand_uniform()-.5);
+        layer->weights[i] = scale*2*(rand_uniform()-.5);
 
     layer->bias_updates = calloc(outputs, sizeof(float));
     layer->bias_adapt = calloc(outputs, sizeof(float));

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