From ea09a6e0b38e1ddf43ffcd81d27f0506411eb8e4 Mon Sep 17 00:00:00 2001
From: AlexeyAB <alexeyab84@gmail.com>
Date: Tue, 09 Jan 2018 19:26:54 +0000
Subject: [PATCH] Command line for example of usage DLL/SO

---
 src/network_kernels.cu |    9 +++++++--
 1 files changed, 7 insertions(+), 2 deletions(-)

diff --git a/src/network_kernels.cu b/src/network_kernels.cu
index a7510e8..9ecabdf 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;
     }
 }
@@ -64,6 +66,7 @@
     for(i = net.n-1; i >= 0; --i){
         state.index = i;
         layer l = net.layers[i];
+        if (l.stopbackward) break;
         if(i == 0){
             state.input = original_input;
             state.delta = original_delta;
@@ -78,6 +81,7 @@
 
 void update_network_gpu(network net)
 {
+    cuda_set_device(net.gpu_index);
     int i;
     int update_batch = net.batch*net.subdivisions;
     float rate = get_current_rate(net);
@@ -377,7 +381,7 @@
 float *get_network_output_layer_gpu(network net, int i)
 {
     layer l = net.layers[i];
-    cuda_pull_array(l.output_gpu, l.output, l.outputs*l.batch);
+    if(l.type != REGION) cuda_pull_array(l.output_gpu, l.output, l.outputs*l.batch);
     return l.output;
 }
 
@@ -390,7 +394,8 @@
 
 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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