From b5936b499abc94c0efffbcc99b5698574b59d860 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Sat, 05 Sep 2015 00:52:44 +0000
Subject: [PATCH] lots of stuff

---
 src/detection_layer.c |   13 ++++---------
 1 files changed, 4 insertions(+), 9 deletions(-)

diff --git a/src/detection_layer.c b/src/detection_layer.c
index 6a25819..80b606b 100644
--- a/src/detection_layer.c
+++ b/src/detection_layer.c
@@ -39,8 +39,8 @@
     l.output = calloc(batch*outputs, sizeof(float));
     l.delta = calloc(batch*outputs, sizeof(float));
     #ifdef GPU
-    l.output_gpu = cuda_make_array(0, batch*outputs);
-    l.delta_gpu = cuda_make_array(0, batch*outputs);
+    l.output_gpu = cuda_make_array(l.output, batch*outputs);
+    l.delta_gpu  = cuda_make_array(l.delta,  batch*outputs);
     #endif
 
     fprintf(stderr, "Detection Layer\n");
@@ -97,6 +97,7 @@
             truth.y = state.truth[j+1]/7;
             truth.w = pow(state.truth[j+2], 2);
             truth.h = pow(state.truth[j+3], 2);
+
             box out;
             out.x = l.output[j+0]/7;
             out.y = l.output[j+1]/7;
@@ -107,13 +108,6 @@
             float iou = box_iou(out, truth);
             avg_iou += iou;
             ++count;
-            dbox delta = diou(out, truth);
-
-            l.delta[j+0] = 10 * delta.dx/7;
-            l.delta[j+1] = 10 * delta.dy/7;
-            l.delta[j+2] = 10 * delta.dw * 2 * sqrt(out.w);
-            l.delta[j+3] = 10 * delta.dh * 2 * sqrt(out.h);
-
 
             *(l.cost) += pow((1-iou), 2);
             l.delta[j+0] = 4 * (state.truth[j+0] - l.output[j+0]);
@@ -204,6 +198,7 @@
     backward_detection_layer(l, cpu_state);
     cuda_push_array(state.delta, delta_cpu, l.batch*l.inputs);
 
+    if (truth_cpu) free(truth_cpu);
     free(in_cpu);
     free(delta_cpu);
 }

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