From aa5996d58e68edfbefe51061856aecd549dd09c4 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Tue, 13 Jan 2015 01:27:08 +0000
Subject: [PATCH] Faster

---
 src/network.h |   21 +++++++++++++--------
 1 files changed, 13 insertions(+), 8 deletions(-)

diff --git a/src/network.h b/src/network.h
index 22e277c..7a401bd 100644
--- a/src/network.h
+++ b/src/network.h
@@ -36,24 +36,27 @@
 } network;
 
 #ifdef GPU
-void forward_network_gpu(network net, cl_mem input, cl_mem truth, int train);
-void backward_network_gpu(network net, cl_mem input);
-void update_network_gpu(network net);
-cl_mem get_network_output_cl_layer(network net, int i);
-cl_mem get_network_delta_cl_layer(network net, int i);
-float train_network_sgd_gpu(network net, data d, int n);
+float train_network_datum_gpu(network net, float *x, float *y);
+float *network_predict_gpu(network net, float *input);
 #endif
 
+void compare_networks(network n1, network n2, data d);
+
 network make_network(int n, int batch);
 void forward_network(network net, float *input, float *truth, int train);
 void backward_network(network net, float *input);
 void update_network(network net);
-float train_network_sgd(network net, data d, int n);
+
+float train_network(network net, data d);
 float train_network_batch(network net, data d, int n);
-void train_network(network net, data d);
+float train_network_sgd(network net, data d, int n);
+
 matrix network_predict_data(network net, data test);
+float *network_predict(network net, float *input);
 float network_accuracy(network net, data d);
+float *network_accuracies(network net, data d);
 float network_accuracy_multi(network net, data d, int n);
+void top_predictions(network net, int n, int *index);
 float *get_network_output(network net);
 float *get_network_output_layer(network net, int i);
 float *get_network_delta_layer(network net, int i);
@@ -66,6 +69,8 @@
 void print_network(network net);
 void visualize_network(network net);
 int resize_network(network net, int h, int w, int c);
+void set_batch_network(network *net, int b);
+void set_learning_network(network *net, float rate, float momentum, float decay);
 int get_network_input_size(network net);
 float get_network_cost(network net);
 

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