From 252e3b1916cfaca0783c9e90efaa55eb07b1a8cd Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Sun, 06 Nov 2016 00:27:31 +0000
Subject: [PATCH] :charizard: :charizard: :charizard:
---
src/network.h | 21 ++++++++++++++++++++-
1 files changed, 20 insertions(+), 1 deletions(-)
diff --git a/src/network.h b/src/network.h
index 66ceb30..e48cbc2 100644
--- a/src/network.h
+++ b/src/network.h
@@ -5,12 +5,14 @@
#include "image.h"
#include "layer.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 network{
+ float *workspace;
int n;
int batch;
int *seen;
@@ -33,11 +35,25 @@
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;
@@ -49,12 +65,15 @@
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);
--
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