From f98bf6bbdb5ed81f2ea2071ad8e705130f7ba596 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Sat, 28 Mar 2015 23:11:37 +0000
Subject: [PATCH] We do our OWN resizing!
---
src/connected_layer.h | 33 +++++++++++++++++++++++----------
1 files changed, 23 insertions(+), 10 deletions(-)
diff --git a/src/connected_layer.h b/src/connected_layer.h
index ff5a0ce..33002d2 100644
--- a/src/connected_layer.h
+++ b/src/connected_layer.h
@@ -2,6 +2,7 @@
#define CONNECTED_LAYER_H
#include "activations.h"
+#include "params.h"
typedef struct{
int batch;
@@ -13,27 +14,39 @@
float *weight_updates;
float *bias_updates;
- float *weight_adapt;
- float *bias_adapt;
-
- float *weight_momentum;
- float *bias_momentum;
+ float *weight_prev;
+ float *bias_prev;
float *output;
float *delta;
- float dropout;
+ #ifdef GPU
+ float * weights_gpu;
+ float * biases_gpu;
+ float * weight_updates_gpu;
+ float * bias_updates_gpu;
+
+ float * output_gpu;
+ float * delta_gpu;
+ #endif
ACTIVATION activation;
} connected_layer;
-connected_layer *make_connected_layer(int batch, int inputs, int outputs, float dropout, ACTIVATION activation);
+connected_layer *make_connected_layer(int batch, int inputs, int outputs, ACTIVATION activation);
-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);
+void forward_connected_layer(connected_layer layer, network_state state);
+void backward_connected_layer(connected_layer layer, network_state state);
+void update_connected_layer(connected_layer layer, int batch, float learning_rate, float momentum, float decay);
+#ifdef GPU
+void forward_connected_layer_gpu(connected_layer layer, network_state state);
+void backward_connected_layer_gpu(connected_layer layer, network_state state);
+void update_connected_layer_gpu(connected_layer layer, int batch, float learning_rate, float momentum, float decay);
+void push_connected_layer(connected_layer layer);
+void pull_connected_layer(connected_layer layer);
+#endif
#endif
--
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