From 956cfcaec993111426d91bcd61676b5fe0ebfd16 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Mon, 24 Feb 2014 21:02:53 +0000
Subject: [PATCH] Feature extraction using Imagenet
---
src/connected_layer.h | 33 ++++++++++++++++++---------------
1 files changed, 18 insertions(+), 15 deletions(-)
diff --git a/src/connected_layer.h b/src/connected_layer.h
index 86815cb..4b17c59 100644
--- a/src/connected_layer.h
+++ b/src/connected_layer.h
@@ -6,28 +6,31 @@
typedef struct{
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 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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