From 23cb35e6c8eae8b59fab161036ae3f417a55c8db Mon Sep 17 00:00:00 2001
From: AlexeyAB <alexeyab84@gmail.com>
Date: Fri, 30 Mar 2018 11:46:51 +0000
Subject: [PATCH] Changed small_object

---
 src/yolo_layer.c |   21 +++++++++++++++++++--
 1 files changed, 19 insertions(+), 2 deletions(-)

diff --git a/src/yolo_layer.c b/src/yolo_layer.c
index c8e2ff5..2925b26 100644
--- a/src/yolo_layer.c
+++ b/src/yolo_layer.c
@@ -378,9 +378,26 @@
         return;
     }
 
-    cuda_pull_array(l.output_gpu, state.input, l.batch*l.inputs);
-    forward_yolo_layer(l, state);
+    //cuda_pull_array(l.output_gpu, state.input, l.batch*l.inputs);
+	float *in_cpu = calloc(l.batch*l.inputs, sizeof(float));
+	cuda_pull_array(l.output_gpu, in_cpu, l.batch*l.inputs);
+	float *truth_cpu = 0;
+	if (state.truth) {
+		int num_truth = l.batch*l.truths;
+		truth_cpu = calloc(num_truth, sizeof(float));
+		cuda_pull_array(state.truth, truth_cpu, num_truth);
+	}
+	network_state cpu_state = state;
+	cpu_state.net = state.net;
+	cpu_state.index = state.index;
+	cpu_state.train = state.train;
+	cpu_state.truth = truth_cpu;
+	cpu_state.input = in_cpu;
+	forward_yolo_layer(l, cpu_state);
+    //forward_yolo_layer(l, state);
     cuda_push_array(l.delta_gpu, l.delta, l.batch*l.outputs);
+	free(in_cpu);
+	if (cpu_state.truth) free(cpu_state.truth);
 }
 
 void backward_yolo_layer_gpu(const layer l, network_state state)

--
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