From f39160f6e8f4465e9325e235e18f0d9413d1f672 Mon Sep 17 00:00:00 2001
From: AlexeyAB <alexeyab84@gmail.com>
Date: Sun, 04 Mar 2018 00:09:40 +0000
Subject: [PATCH] Added: calc_anchors

---
 src/network_kernels.cu |   13 ++++++++++++-
 1 files changed, 12 insertions(+), 1 deletions(-)

diff --git a/src/network_kernels.cu b/src/network_kernels.cu
index 7a261c5..503a1b8 100644
--- a/src/network_kernels.cu
+++ b/src/network_kernels.cu
@@ -51,6 +51,8 @@
             fill_ongpu(l.outputs * l.batch, 0, l.delta_gpu, 1);
         }
         l.forward_gpu(l, state);
+		if(net.wait_stream)
+			cudaStreamSynchronize(get_cuda_stream());
         state.input = l.output_gpu;
     }
 }
@@ -111,7 +113,15 @@
     state.delta = 0;
     state.truth = *net.truth_gpu;
     state.train = 1;
+#ifdef CUDNN_HALF
+	int i;
+	for (i = 0; i < net.n; ++i) {
+		layer l = net.layers[i];
+		cuda_convert_f32_to_f16(l.weights_gpu, l.c*l.n*l.size*l.size, l.weights_gpu16);
+	}
+#endif
     forward_network_gpu(net, state);
+	cudaStreamSynchronize(get_cuda_stream());
     backward_network_gpu(net, state);
 }
 
@@ -392,7 +402,8 @@
 
 float *network_predict_gpu(network net, float *input)
 {
-    cuda_set_device(net.gpu_index);
+	if (net.gpu_index != cuda_get_device())
+		cuda_set_device(net.gpu_index);
     int size = get_network_input_size(net) * net.batch;
     network_state state;
     state.index = 0;

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