AlexeyAB
2018-05-06 c9b8bdee1886df5f83973d91c3597c28f99a9e0c
src/dropout_layer.c
@@ -1,5 +1,4 @@
#include "dropout_layer.h"
#include "params.h"
#include "utils.h"
#include "cuda.h"
#include <stdlib.h>
@@ -7,7 +6,6 @@
dropout_layer make_dropout_layer(int batch, int inputs, float probability)
{
    fprintf(stderr, "Dropout Layer: %d inputs, %f probability\n", inputs, probability);
    dropout_layer l = {0};
    l.type = DROPOUT;
    l.probability = probability;
@@ -16,9 +14,14 @@
    l.batch = batch;
    l.rand = calloc(inputs*batch, sizeof(float));
    l.scale = 1./(1.-probability);
    l.forward = forward_dropout_layer;
    l.backward = backward_dropout_layer;
    #ifdef GPU
    l.forward_gpu = forward_dropout_layer_gpu;
    l.backward_gpu = backward_dropout_layer_gpu;
    l.rand_gpu = cuda_make_array(l.rand, inputs*batch);
    #endif
    fprintf(stderr, "dropout       p = %.2f               %4d  ->  %4d\n", probability, inputs, inputs);
    return l;