From 8bcdee86585f496afe1a8a38d608ea0504a11243 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Tue, 01 Sep 2015 18:22:03 +0000
Subject: [PATCH] Some bug fixes, random stuff

---
 src/network.c |   35 ++++++++++++++++++++++++++++++-----
 1 files changed, 30 insertions(+), 5 deletions(-)

diff --git a/src/network.c b/src/network.c
index fba4494..70bcb58 100644
--- a/src/network.c
+++ b/src/network.c
@@ -4,12 +4,14 @@
 #include "image.h"
 #include "data.h"
 #include "utils.h"
+#include "blas.h"
 
 #include "crop_layer.h"
 #include "connected_layer.h"
 #include "convolutional_layer.h"
 #include "deconvolutional_layer.h"
 #include "detection_layer.h"
+#include "region_layer.h"
 #include "normalization_layer.h"
 #include "maxpool_layer.h"
 #include "avgpool_layer.h"
@@ -35,6 +37,8 @@
             return "softmax";
         case DETECTION:
             return "detection";
+        case REGION:
+            return "region";
         case DROPOUT:
             return "dropout";
         case CROP:
@@ -79,6 +83,8 @@
             forward_normalization_layer(l, state);
         } else if(l.type == DETECTION){
             forward_detection_layer(l, state);
+        } else if(l.type == REGION){
+            forward_region_layer(l, state);
         } else if(l.type == CONNECTED){
             forward_connected_layer(l, state);
         } else if(l.type == CROP){
@@ -129,12 +135,16 @@
     float sum = 0;
     int count = 0;
     for(i = 0; i < net.n; ++i){
-        if(net.layers[net.n-1].type == COST){
-            sum += net.layers[net.n-1].output[0];
+        if(net.layers[i].type == COST){
+            sum += net.layers[i].output[0];
             ++count;
         }
-        if(net.layers[net.n-1].type == DETECTION){
-            sum += net.layers[net.n-1].cost[0];
+        if(net.layers[i].type == DETECTION){
+            sum += net.layers[i].cost[0];
+            ++count;
+        }
+        if(net.layers[i].type == REGION){
+            sum += net.layers[i].cost[0];
             ++count;
         }
     }
@@ -177,6 +187,8 @@
             backward_dropout_layer(l, state);
         } else if(l.type == DETECTION){
             backward_detection_layer(l, state);
+        } else if(l.type == REGION){
+            backward_region_layer(l, state);
         } else if(l.type == SOFTMAX){
             if(i != 0) backward_softmax_layer(l, state);
         } else if(l.type == CONNECTED){
@@ -507,4 +519,17 @@
     return acc;
 }
 
-
+void free_network(network net)
+{
+    int i;
+    for(i = 0; i < net.n; ++i){
+        free_layer(net.layers[i]);
+    }
+    free(net.layers);
+    #ifdef GPU
+    if(*net.input_gpu) cuda_free(*net.input_gpu);
+    if(*net.truth_gpu) cuda_free(*net.truth_gpu);
+    if(net.input_gpu) free(net.input_gpu);
+    if(net.truth_gpu) free(net.truth_gpu);
+    #endif
+}

--
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