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Detection is back, baby\!

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Joseph Redmon
2015-02-10 19:41:03 -08:00
parent 979d02126b
commit 0f645836f1
24 changed files with 745 additions and 116 deletions
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src/deconvolutional_layer.h Normal file
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#ifndef DECONVOLUTIONAL_LAYER_H
#define DECONVOLUTIONAL_LAYER_H
#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;
float *filters;
float *filter_updates;
float *biases;
float *bias_updates;
float *col_image;
float *delta;
float *output;
#ifdef GPU
float * filters_gpu;
float * filter_updates_gpu;
float * biases_gpu;
float * bias_updates_gpu;
float * col_image_gpu;
float * delta_gpu;
float * output_gpu;
#endif
ACTIVATION activation;
} deconvolutional_layer;
#ifdef GPU
void forward_deconvolutional_layer_gpu(deconvolutional_layer layer, float * in);
void backward_deconvolutional_layer_gpu(deconvolutional_layer layer, float * in, float * delta_gpu);
void update_deconvolutional_layer_gpu(deconvolutional_layer layer);
void push_deconvolutional_layer(deconvolutional_layer layer);
void pull_deconvolutional_layer(deconvolutional_layer layer);
#endif
deconvolutional_layer *make_deconvolutional_layer(int batch, int h, int w, int c, int n, int size, int stride, ACTIVATION activation, float learning_rate, float momentum, float decay);
void resize_deconvolutional_layer(deconvolutional_layer *layer, int h, int w);
void forward_deconvolutional_layer(const deconvolutional_layer layer, float *in);
void update_deconvolutional_layer(deconvolutional_layer layer);
void backward_deconvolutional_layer(deconvolutional_layer layer, float *in, float *delta);
image get_deconvolutional_image(deconvolutional_layer layer);
image get_deconvolutional_delta(deconvolutional_layer layer);
image get_deconvolutional_filter(deconvolutional_layer layer, int i);
int deconvolutional_out_height(deconvolutional_layer layer);
int deconvolutional_out_width(deconvolutional_layer layer);
#endif