From 0f1a31648c5292fa49b35eac90a2ee676d6c13e6 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Sat, 31 Jan 2015 06:05:23 +0000
Subject: [PATCH] idk, probably something changed
---
src/convolutional_layer.h | 47 ++++++++++++++++++++++++++++-------------------
1 files changed, 28 insertions(+), 19 deletions(-)
diff --git a/src/convolutional_layer.h b/src/convolutional_layer.h
index 2deea62..c69686f 100644
--- a/src/convolutional_layer.h
+++ b/src/convolutional_layer.h
@@ -1,63 +1,72 @@
#ifndef CONVOLUTIONAL_LAYER_H
#define CONVOLUTIONAL_LAYER_H
-#ifdef GPU
-#include "opencl.h"
-#endif
-
+#include "cuda.h"
#include "image.h"
#include "activations.h"
typedef struct {
+ float learning_rate;
+ float momentum;
+ float decay;
+
int batch;
int h,w,c;
int n;
int size;
int stride;
+ int pad;
float *filters;
float *filter_updates;
- float *filter_momentum;
float *biases;
float *bias_updates;
- float *bias_momentum;
float *col_image;
float *delta;
float *output;
#ifdef GPU
- cl_mem filters_cl;
- cl_mem filter_updates_cl;
- cl_mem filter_momentum_cl;
+ float * filters_gpu;
+ float * filter_updates_gpu;
- cl_mem biases_cl;
- cl_mem bias_updates_cl;
- cl_mem bias_momentum_cl;
+ float * biases_gpu;
+ float * bias_updates_gpu;
- cl_mem col_image_cl;
- cl_mem delta_cl;
- cl_mem output_cl;
+ float * col_image_gpu;
+ float * delta_gpu;
+ float * output_gpu;
#endif
ACTIVATION activation;
} convolutional_layer;
#ifdef GPU
-void forward_convolutional_layer_gpu(convolutional_layer layer, cl_mem in);
+void forward_convolutional_layer_gpu(convolutional_layer layer, float * in);
+void backward_convolutional_layer_gpu(convolutional_layer layer, float * in, float * delta_gpu);
+void update_convolutional_layer_gpu(convolutional_layer layer);
+void push_convolutional_layer(convolutional_layer layer);
+void pull_convolutional_layer(convolutional_layer layer);
+void learn_bias_convolutional_layer_ongpu(convolutional_layer layer);
+void bias_output_gpu(const convolutional_layer layer);
#endif
-convolutional_layer *make_convolutional_layer(int batch, int h, int w, int c, int n, int size, int stride, ACTIVATION activation);
+convolutional_layer *make_convolutional_layer(int batch, int h, int w, int c, int n, int size, int stride, int pad, ACTIVATION activation, float learning_rate, float momentum, float decay);
void resize_convolutional_layer(convolutional_layer *layer, int h, int w, int c);
void forward_convolutional_layer(const convolutional_layer layer, float *in);
-void update_convolutional_layer(convolutional_layer layer, float step, float momentum, float decay);
+void update_convolutional_layer(convolutional_layer layer);
image *visualize_convolutional_layer(convolutional_layer layer, char *window, image *prev_filters);
-void backward_convolutional_layer(convolutional_layer layer, float *delta);
+void backward_convolutional_layer(convolutional_layer layer, float *in, float *delta);
+void bias_output(const convolutional_layer layer);
image get_convolutional_image(convolutional_layer layer);
image get_convolutional_delta(convolutional_layer layer);
image get_convolutional_filter(convolutional_layer layer, int i);
+int convolutional_out_height(convolutional_layer layer);
+int convolutional_out_width(convolutional_layer layer);
+void learn_bias_convolutional_layer(convolutional_layer layer);
+
#endif
--
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