From 989ab8c38a02fa7ea9c25108151736c62e81c972 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Fri, 24 Apr 2015 17:27:50 +0000
Subject: [PATCH] IOU loss function
---
src/network.h | 31 +++++++++++++++++++++++--------
1 files changed, 23 insertions(+), 8 deletions(-)
diff --git a/src/network.h b/src/network.h
index 6eb7545..ed8872b 100644
--- a/src/network.h
+++ b/src/network.h
@@ -2,18 +2,20 @@
#ifndef NETWORK_H
#define NETWORK_H
-#include "opencl.h"
#include "image.h"
+#include "detection_layer.h"
+#include "params.h"
#include "data.h"
typedef enum {
CONVOLUTIONAL,
+ DECONVOLUTIONAL,
CONNECTED,
MAXPOOL,
SOFTMAX,
+ DETECTION,
NORMALIZATION,
DROPOUT,
- FREEWEIGHT,
CROP,
COST
} LAYER_TYPE;
@@ -21,6 +23,8 @@
typedef struct {
int n;
int batch;
+ int seen;
+ int subdivisions;
float learning_rate;
float momentum;
float decay;
@@ -29,20 +33,28 @@
int outputs;
float *output;
+ int inputs;
+ int h, w, c;
+
#ifdef GPU
- cl_mem *input_cl;
- cl_mem *truth_cl;
+ 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);
#endif
-network make_network(int n, int batch);
-void forward_network(network net, float *input, float *truth, int train);
-void backward_network(network net, float *input);
+void compare_networks(network n1, network n2, data d);
+char *get_layer_string(LAYER_TYPE a);
+
+network make_network(int n);
+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);
@@ -68,9 +80,12 @@
void visualize_network(network net);
int resize_network(network net, int h, int w, int c);
void set_batch_network(network *net, int b);
-void set_learning_network(network *net, float rate, float momentum, float decay);
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
--
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