From 08b757a0bf76efe8c76b453063a1bb19315bcaa6 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Wed, 14 Jan 2015 20:18:57 +0000
Subject: [PATCH] Stable, needs to be way faster
---
src/network.h | 34 +++++++++++++++++++++++++++-------
1 files changed, 27 insertions(+), 7 deletions(-)
diff --git a/src/network.h b/src/network.h
index a9a6797..c6c7790 100644
--- a/src/network.h
+++ b/src/network.h
@@ -12,7 +12,10 @@
MAXPOOL,
SOFTMAX,
NORMALIZATION,
- DROPOUT
+ DROPOUT,
+ FREEWEIGHT,
+ CROP,
+ COST
} LAYER_TYPE;
typedef struct {
@@ -27,20 +30,34 @@
float *output;
#ifdef GPU
- cl_mem input_cl;
- cl_mem output_cl;
+ cl_mem *input_cl;
+ cl_mem *truth_cl;
#endif
} network;
+#ifdef GPU
+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);
+char *get_layer_string(LAYER_TYPE a);
+
network make_network(int n, int batch);
-void forward_network(network net, float *input, int train);
-float backward_network(network net, float *input, float *truth);
+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);
@@ -53,7 +70,10 @@
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);
#endif
--
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