From b5936b499abc94c0efffbcc99b5698574b59d860 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Sat, 05 Sep 2015 00:52:44 +0000
Subject: [PATCH] lots of stuff
---
src/network.h | 85 +++++++++++++++++++++++++++++++++++++-----
1 files changed, 74 insertions(+), 11 deletions(-)
diff --git a/src/network.h b/src/network.h
index ad2b1dc..85e5dbc 100644
--- a/src/network.h
+++ b/src/network.h
@@ -3,28 +3,91 @@
#define NETWORK_H
#include "image.h"
+#include "detection_layer.h"
+#include "layer.h"
+#include "data.h"
typedef enum {
- CONVOLUTIONAL,
- CONNECTED,
- MAXPOOL
-} LAYER_TYPE;
+ CONSTANT, STEP, EXP, POLY
+} learning_rate_policy;
typedef struct {
int n;
- void **layers;
- LAYER_TYPE *types;
+ int batch;
+ int *seen;
+ int subdivisions;
+ float momentum;
+ float decay;
+ layer *layers;
+ int outputs;
+ float *output;
+ learning_rate_policy policy;
+
+ float learning_rate;
+ float gamma;
+ float power;
+ int step;
+ int max_batches;
+
+ int inputs;
+ int h, w, c;
+
+ #ifdef GPU
+ float **input_gpu;
+ float **truth_gpu;
+ #endif
} network;
+#ifdef GPU
+float train_network_datum_gpu(network net, float *x, float *y);
+float *network_predict_gpu(network net, float *input);
+float * get_network_output_gpu_layer(network net, int i);
+float * get_network_delta_gpu_layer(network net, int i);
+float *get_network_output_gpu(network net);
+void forward_network_gpu(network net, network_state state);
+void backward_network_gpu(network net, network_state state);
+#endif
+
+float get_current_rate(network net);
+int get_current_batch(network net);
+void free_network(network net);
+void compare_networks(network n1, network n2, data d);
+char *get_layer_string(LAYER_TYPE a);
+
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);
+void forward_network(network net, network_state state);
+void backward_network(network net, network_state state);
+void update_network(network net);
+
+float train_network(network net, data d);
+float train_network_batch(network net, data d, int n);
+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);
+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);
+int resize_network(network *net, int w, int h);
+void set_batch_network(network *net, int b);
+int get_network_input_size(network net);
+float get_network_cost(network net);
+detection_layer get_network_detection_layer(network net);
+
+int get_network_nuisance(network net);
+int get_network_background(network net);
#endif
--
Gitblit v1.10.0