From b715671988a4f3e476586df52fa3bf052cce7f80 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Thu, 05 Dec 2013 21:17:16 +0000
Subject: [PATCH] Works well on MNIST
---
src/convolutional_layer.h | 12 ++++++++----
1 files changed, 8 insertions(+), 4 deletions(-)
diff --git a/src/convolutional_layer.h b/src/convolutional_layer.h
index ab414ec..135d983 100644
--- a/src/convolutional_layer.h
+++ b/src/convolutional_layer.h
@@ -7,27 +7,31 @@
typedef struct {
int h,w,c;
int n;
+ int size;
int stride;
image *kernels;
image *kernel_updates;
+ image *kernel_momentum;
double *biases;
double *bias_updates;
+ double *bias_momentum;
image upsampled;
double *delta;
double *output;
- double (* activation)();
- double (* gradient)();
+ ACTIVATION activation;
+ int edge;
} 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 update_convolutional_layer(convolutional_layer layer, double step);
+void update_convolutional_layer(convolutional_layer layer, double step, double momentum, double decay);
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);
--
Gitblit v1.10.0