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 |   21 ++++++++++++++++++---
 1 files changed, 18 insertions(+), 3 deletions(-)

diff --git a/src/network.h b/src/network.h
index 9a8033c..85e5dbc 100644
--- a/src/network.h
+++ b/src/network.h
@@ -7,17 +7,27 @@
 #include "layer.h"
 #include "data.h"
 
+typedef enum {
+    CONSTANT, STEP, EXP, POLY
+} learning_rate_policy;
+
 typedef struct {
     int n;
     int batch;
-    int seen;
+    int *seen;
     int subdivisions;
-    float learning_rate;
     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;
@@ -34,8 +44,13 @@
 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);
 
@@ -65,7 +80,7 @@
 int get_predicted_class_network(network net);
 void print_network(network net);
 void visualize_network(network net);
-int resize_network(network net, int h, int w, int c);
+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);

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