From ac82bde55f3206a7a0d1b7a7580bea05096af32b Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Thu, 17 Apr 2014 22:07:00 +0000
Subject: [PATCH] New feature extraction method
---
src/connected_layer.h | 34 +++++++++++++++++++---------------
1 files changed, 19 insertions(+), 15 deletions(-)
diff --git a/src/connected_layer.h b/src/connected_layer.h
index 86815cb..83ae914 100644
--- a/src/connected_layer.h
+++ b/src/connected_layer.h
@@ -4,30 +4,34 @@
#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;
+
+ 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, 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);
+void backward_connected_layer(connected_layer layer, float *input, float *delta);
+void learn_connected_layer(connected_layer layer, float *input);
+void update_connected_layer(connected_layer layer, float step, float momentum, float decay);
#endif
--
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