From cd8d53df21f3ad2810add2a8cff766c745f55a17 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Fri, 09 May 2014 22:14:52 +0000
Subject: [PATCH] So there WAS this huge bug. Gone now
---
src/connected_layer.h | 35 ++++++++++++++++++++---------------
1 files changed, 20 insertions(+), 15 deletions(-)
diff --git a/src/connected_layer.h b/src/connected_layer.h
index 86815cb..ff5a0ce 100644
--- a/src/connected_layer.h
+++ b/src/connected_layer.h
@@ -4,30 +4,35 @@
#include "activations.h"
typedef struct{
+ int batch;
int inputs;
int outputs;
- double *weights;
- double *biases;
+ float *weights;
+ float *biases;
- double *weight_updates;
- double *bias_updates;
+ float *weight_updates;
+ float *bias_updates;
- double *weight_momentum;
- double *bias_momentum;
+ float *weight_adapt;
+ float *bias_adapt;
- double *output;
- double *delta;
+ float *weight_momentum;
+ float *bias_momentum;
- double (* activation)();
- double (* gradient)();
+ float *output;
+ float *delta;
+
+ float dropout;
+
+ ACTIVATION activation;
+
} connected_layer;
-connected_layer *make_connected_layer(int inputs, int outputs, ACTIVATION activator);
+connected_layer *make_connected_layer(int batch, int inputs, int outputs, float dropout, ACTIVATION activation);
-void forward_connected_layer(connected_layer layer, double *input);
-void backward_connected_layer(connected_layer layer, double *input, double *delta);
-void learn_connected_layer(connected_layer layer, double *input);
-void update_connected_layer(connected_layer layer, double step, double momentum, double decay);
+void forward_connected_layer(connected_layer layer, float *input, int train);
+void backward_connected_layer(connected_layer layer, float *input, float *delta);
+void update_connected_layer(connected_layer layer, float step, float momentum, float decay);
#endif
--
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