1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
| #ifndef DROPOUT_LAYER_H
| #define DROPOUT_LAYER_H
| #include "opencl.h"
|
| typedef struct{
| int batch;
| int inputs;
| float probability;
| float scale;
| float *rand;
| float *output;
| #ifdef GPU
| cl_mem rand_cl;
| cl_mem output_cl;
| #endif
| } dropout_layer;
|
| dropout_layer *make_dropout_layer(int batch, int inputs, float probability);
|
| void forward_dropout_layer(dropout_layer layer, float *input);
| void backward_dropout_layer(dropout_layer layer, float *delta);
|
| #ifdef GPU
| void forward_dropout_layer_gpu(dropout_layer layer, cl_mem input);
| void backward_dropout_layer_gpu(dropout_layer layer, cl_mem delta);
|
| #endif
| #endif
|
|
