From b585124e55fcd18a7511d3b2fdc6bc3db5368ef4 Mon Sep 17 00:00:00 2001
From: Alexey <AlexeyAB@users.noreply.github.com>
Date: Sun, 21 May 2017 11:07:13 +0000
Subject: [PATCH] Update Readme.md
---
src/network.h | 48 ++++++++++++++++++++++++++++++++++++++++++++----
1 files changed, 44 insertions(+), 4 deletions(-)
diff --git a/src/network.h b/src/network.h
index 428ff52..bb65eac 100644
--- a/src/network.h
+++ b/src/network.h
@@ -2,16 +2,22 @@
#ifndef NETWORK_H
#define NETWORK_H
-#include "image.h"
-#include "detection_layer.h"
#include "layer.h"
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+#include "image.h"
#include "data.h"
+#include "tree.h"
typedef enum {
- CONSTANT, STEP, EXP, POLY, STEPS, SIG
+ CONSTANT, STEP, EXP, POLY, STEPS, SIG, RANDOM
} learning_rate_policy;
-typedef struct {
+typedef struct network{
+ float *workspace;
int n;
int batch;
int *seen;
@@ -28,14 +34,31 @@
float gamma;
float scale;
float power;
+ int time_steps;
int step;
int max_batches;
float *scales;
int *steps;
int num_steps;
+ int burn_in;
+
+ int adam;
+ float B1;
+ float B2;
+ float eps;
int inputs;
int h, w, c;
+ int max_crop;
+ int min_crop;
+ float angle;
+ float aspect;
+ float exposure;
+ float saturation;
+ float hue;
+
+ int gpu_index;
+ tree *hierarchy;
#ifdef GPU
float **input_gpu;
@@ -43,7 +66,19 @@
#endif
} network;
+typedef struct network_state {
+ float *truth;
+ float *input;
+ float *delta;
+ float *workspace;
+ int train;
+ int index;
+ network net;
+} network_state;
+
#ifdef GPU
+float train_networks(network *nets, int n, data d, int interval);
+void sync_nets(network *nets, int n, int interval);
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);
@@ -68,6 +103,7 @@
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);
+float train_network_datum(network net, float *x, float *y);
matrix network_predict_data(network net, data test);
float *network_predict(network net, float *input);
@@ -94,5 +130,9 @@
int get_network_nuisance(network net);
int get_network_background(network net);
+#ifdef __cplusplus
+}
+#endif
+
#endif
--
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