From d97331b88ff3d50035b1e22c9d0eb671b61227e3 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Wed, 15 Apr 2015 07:32:32 +0000
Subject: [PATCH] level adjustment for images
---
src/connected_layer.h | 38 ++++++++++++++++++--------------------
1 files changed, 18 insertions(+), 20 deletions(-)
diff --git a/src/connected_layer.h b/src/connected_layer.h
index 19bcfa2..33002d2 100644
--- a/src/connected_layer.h
+++ b/src/connected_layer.h
@@ -2,13 +2,9 @@
#define CONNECTED_LAYER_H
#include "activations.h"
-#include "opencl.h"
+#include "params.h"
typedef struct{
- float learning_rate;
- float momentum;
- float decay;
-
int batch;
int inputs;
int outputs;
@@ -18,36 +14,38 @@
float *weight_updates;
float *bias_updates;
- float *weight_adapt;
- float *bias_adapt;
+ float *weight_prev;
+ float *bias_prev;
float *output;
float *delta;
#ifdef GPU
- cl_mem weights_cl;
- cl_mem biases_cl;
+ float * weights_gpu;
+ float * biases_gpu;
- cl_mem weight_updates_cl;
- cl_mem bias_updates_cl;
+ float * weight_updates_gpu;
+ float * bias_updates_gpu;
- cl_mem output_cl;
- cl_mem delta_cl;
+ float * output_gpu;
+ float * delta_gpu;
#endif
ACTIVATION activation;
} connected_layer;
-connected_layer *make_connected_layer(int batch, int inputs, int outputs, ACTIVATION activation, float learning_rate, float momentum, float decay);
+connected_layer *make_connected_layer(int batch, int inputs, int outputs, ACTIVATION activation);
-void forward_connected_layer(connected_layer layer, float *input);
-void backward_connected_layer(connected_layer layer, float *input, float *delta);
-void update_connected_layer(connected_layer layer);
+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, cl_mem input);
-void backward_connected_layer_gpu(connected_layer layer, cl_mem input, cl_mem delta);
-void update_connected_layer_gpu(connected_layer layer);
+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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