From cb1f33c6ae840e8dc0f43518daf76e6ed01034f0 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Mon, 08 Dec 2014 19:48:57 +0000
Subject: [PATCH] Fixed race condition in server
---
src/connected_layer.h | 30 ++++++++++++++++++++++++------
1 files changed, 24 insertions(+), 6 deletions(-)
diff --git a/src/connected_layer.h b/src/connected_layer.h
index 4b17c59..1e5b4a7 100644
--- a/src/connected_layer.h
+++ b/src/connected_layer.h
@@ -2,8 +2,14 @@
#define CONNECTED_LAYER_H
#include "activations.h"
+#include "opencl.h"
typedef struct{
+ float learning_rate;
+ float momentum;
+ float decay;
+
+ int batch;
int inputs;
int outputs;
float *weights;
@@ -15,23 +21,35 @@
float *weight_adapt;
float *bias_adapt;
- float *weight_momentum;
- float *bias_momentum;
-
float *output;
float *delta;
+
+ #ifdef GPU
+ cl_mem weights_cl;
+ cl_mem biases_cl;
+ cl_mem weight_updates_cl;
+ cl_mem bias_updates_cl;
+
+ cl_mem output_cl;
+ cl_mem delta_cl;
+ #endif
ACTIVATION activation;
} connected_layer;
-connected_layer *make_connected_layer(int inputs, int outputs, ACTIVATION activation);
+connected_layer *make_connected_layer(int batch, int inputs, int outputs, ACTIVATION activation, float learning_rate, float momentum, float 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);
+void update_connected_layer(connected_layer layer);
+#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 push_connected_layer(connected_layer layer);
+#endif
#endif
--
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