From 5ef74c2031a040f30a670dc7d60790fc6a9ec720 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Fri, 02 May 2014 22:20:34 +0000
Subject: [PATCH] Slowly refactoring and pushing to GPU
---
src/network.h | 33 ++++++++++++++++++++++++++-------
1 files changed, 26 insertions(+), 7 deletions(-)
diff --git a/src/network.h b/src/network.h
index ad2b1dc..f6dac7e 100644
--- a/src/network.h
+++ b/src/network.h
@@ -3,28 +3,47 @@
#define NETWORK_H
#include "image.h"
+#include "data.h"
typedef enum {
CONVOLUTIONAL,
CONNECTED,
- MAXPOOL
+ MAXPOOL,
+ SOFTMAX,
+ NORMALIZATION
} LAYER_TYPE;
typedef struct {
int n;
+ int batch;
void **layers;
LAYER_TYPE *types;
+ int outputs;
+ float *output;
} network;
-network make_network(int n);
-void run_network(image input, network net);
-void learn_network(image input, network net);
-void update_network(network net, double step);
-double *get_network_output(network net);
-double *get_network_output_layer(network net, int i);
+network make_network(int n, int batch);
+void forward_network(network net, float *input);
+float backward_network(network net, float *input, float *truth);
+void update_network(network net, float step, float momentum, float decay);
+float train_network_sgd(network net, data d, int n, float step, float momentum,float decay);
+float train_network_batch(network net, data d, int n, float step, float momentum,float decay);
+void train_network(network net, data d, float step, float momentum, float decay);
+matrix network_predict_data(network net, data test);
+float network_accuracy(network net, data d);
+float *get_network_output(network net);
+float *get_network_output_layer(network net, int i);
+float *get_network_delta_layer(network net, int i);
+float *get_network_delta(network net);
int get_network_output_size_layer(network net, int i);
+int get_network_output_size(network net);
image get_network_image(network net);
image get_network_image_layer(network net, int i);
+int get_predicted_class_network(network net);
+void print_network(network net);
+void visualize_network(network net);
+void save_network(network net, char *filename);
+int resize_network(network net, int h, int w, int c);
#endif
--
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