From b2b7137b6f185ce2f01664d782a09b08d50d5a07 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Tue, 28 Jan 2014 07:16:56 +0000
Subject: [PATCH] About to do something stupid...
---
src/convolutional_layer.h | 30 +++++++++++++++++++-----------
1 files changed, 19 insertions(+), 11 deletions(-)
diff --git a/src/convolutional_layer.h b/src/convolutional_layer.h
index ab414ec..e2e6cdc 100644
--- a/src/convolutional_layer.h
+++ b/src/convolutional_layer.h
@@ -6,32 +6,40 @@
typedef struct {
int h,w,c;
+ int out_h, out_w, out_c;
int n;
+ int size;
int stride;
- image *kernels;
- image *kernel_updates;
+ double *filters;
+ double *filter_updates;
+ double *filter_momentum;
+
double *biases;
double *bias_updates;
- image upsampled;
+ double *bias_momentum;
+
+ double *col_image;
double *delta;
double *output;
- double (* activation)();
- double (* gradient)();
+ ACTIVATION activation;
} convolutional_layer;
-convolutional_layer *make_convolutional_layer(int h, int w, int c, int n, int size, int stride, ACTIVATION activator);
+convolutional_layer *make_convolutional_layer(int h, int w, int c, int n, int size, int stride, ACTIVATION activation);
void forward_convolutional_layer(const convolutional_layer layer, double *in);
-void backward_convolutional_layer(convolutional_layer layer, double *input, double *delta);
-void learn_convolutional_layer(convolutional_layer layer, double *input);
+void learn_convolutional_layer(convolutional_layer layer);
+void update_convolutional_layer(convolutional_layer layer, double step, double momentum, double decay);
+void visualize_convolutional_layer(convolutional_layer layer, char *window);
-void update_convolutional_layer(convolutional_layer layer, double step);
+//void backward_convolutional_layer(convolutional_layer layer, double *input, double *delta);
-void backpropagate_convolutional_layer_convolve(image input, convolutional_layer layer);
-void visualize_convolutional_layer(convolutional_layer layer);
+//void backpropagate_convolutional_layer_convolve(image input, convolutional_layer layer);
+//void visualize_convolutional_filters(convolutional_layer layer, char *window);
+//void visualize_convolutional_layer(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);
#endif
--
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