From ace5aeb0f59fdceb99e607af9780added20da37c Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Fri, 24 Jan 2014 22:51:17 +0000
Subject: [PATCH] MNIST connected network showing off matrices
---
src/network.h | 18 ++++++++++++++----
1 files changed, 14 insertions(+), 4 deletions(-)
diff --git a/src/network.h b/src/network.h
index 10fa6c5..975c3dd 100644
--- a/src/network.h
+++ b/src/network.h
@@ -8,20 +8,27 @@
typedef enum {
CONVOLUTIONAL,
CONNECTED,
- MAXPOOL
+ MAXPOOL,
+ SOFTMAX
} LAYER_TYPE;
typedef struct {
int n;
void **layers;
LAYER_TYPE *types;
+ int outputs;
+ double *output;
} network;
network make_network(int n);
void forward_network(network net, double *input);
-void learn_network(network net, double *input);
-void update_network(network net, double step);
-void train_network_batch(network net, batch b);
+void backward_network(network net, double *input, double *truth);
+void update_network(network net, double step, double momentum, double decay);
+double train_network_sgd(network net, data d, int n, double step, double momentum,double decay);
+double train_network_batch(network net, data d, int n, double step, double momentum,double decay);
+void train_network(network net, data d, double step, double momentum, double decay);
+matrix network_predict_data(network net, data test);
+double network_accuracy(network net, data d);
double *get_network_output(network net);
double *get_network_output_layer(network net, int i);
double *get_network_delta_layer(network net, int i);
@@ -30,6 +37,9 @@
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);
#endif
--
Gitblit v1.10.0