From f88baf4a3a756140cef3ca07be98cabb803d80ae Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Thu, 18 Dec 2014 23:46:45 +0000
Subject: [PATCH] 99 problems

---
 src/network.c |    5 ++++-
 1 files changed, 4 insertions(+), 1 deletions(-)

diff --git a/src/network.c b/src/network.c
index cffb2b9..0bf5357 100644
--- a/src/network.c
+++ b/src/network.c
@@ -74,6 +74,7 @@
             if(!train) continue;
             dropout_layer layer = *(dropout_layer *)net.layers[i];
             forward_dropout_layer(layer, input);
+            input = layer.output;
         }
         else if(net.types[i] == FREEWEIGHT){
             if(!train) continue;
@@ -119,7 +120,8 @@
         softmax_layer layer = *(softmax_layer *)net.layers[i];
         return layer.output;
     } else if(net.types[i] == DROPOUT){
-        return get_network_output_layer(net, i-1);
+        dropout_layer layer = *(dropout_layer *)net.layers[i];
+        return layer.output;
     } else if(net.types[i] == FREEWEIGHT){
         return get_network_output_layer(net, i-1);
     } else if(net.types[i] == CONNECTED){
@@ -153,6 +155,7 @@
         softmax_layer layer = *(softmax_layer *)net.layers[i];
         return layer.delta;
     } else if(net.types[i] == DROPOUT){
+        if(i == 0) return 0;
         return get_network_delta_layer(net, i-1);
     } else if(net.types[i] == FREEWEIGHT){
         return get_network_delta_layer(net, i-1);

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