From 76ee68f96d864a27312c9aa09856ddda559a5cd9 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Thu, 28 Aug 2014 02:11:46 +0000
Subject: [PATCH] Trying some stuff w/ dropout
---
src/network.h | 21 +++++++++++++++------
1 files changed, 15 insertions(+), 6 deletions(-)
diff --git a/src/network.h b/src/network.h
index 35a58ca..65ace57 100644
--- a/src/network.h
+++ b/src/network.h
@@ -11,12 +11,17 @@
CONNECTED,
MAXPOOL,
SOFTMAX,
- NORMALIZATION
+ NORMALIZATION,
+ DROPOUT,
+ CROP
} LAYER_TYPE;
typedef struct {
int n;
int batch;
+ float learning_rate;
+ float momentum;
+ float decay;
void **layers;
LAYER_TYPE *types;
int outputs;
@@ -28,15 +33,20 @@
#endif
} network;
+#ifdef GPU
+void forward_network_gpu(network net, cl_mem input, int train);
+#endif
+
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 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);
+void update_network(network net);
+float train_network_sgd(network net, data d, int n);
+float train_network_batch(network net, data d, int n);
+void train_network(network net, data d);
matrix network_predict_data(network net, data test);
float network_accuracy(network net, data d);
+float network_accuracy_multi(network net, data d, int n);
float *get_network_output(network net);
float *get_network_output_layer(network net, int i);
float *get_network_delta_layer(network net, int i);
@@ -48,7 +58,6 @@
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);
int get_network_input_size(network net);
--
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