adding new tiny-yolo

Joseph Redmon

2016-09-08 6b38dcdce07b0c082334e7d9e10fe26bc440a347

 src/connected_layer.c

@@ -187,7 +187,7 @@
{
    int i, j;
    for(i = 0; i < l.outputs; ++i){
        float scale = l.scales[i]/sqrt(l.rolling_variance[i] + .00001);
        float scale = l.scales[i]/sqrt(l.rolling_variance[i] + .000001);
        for(j = 0; j < l.inputs; ++j){
            l.weights[i*l.inputs + j] *= scale;
        }
@@ -198,6 +198,23 @@
    }
}


void statistics_connected_layer(layer l)
{
    if(l.batch_normalize){
        printf("Scales ");
        print_statistics(l.scales, l.outputs);
        printf("Rolling Mean ");
        print_statistics(l.rolling_mean, l.outputs);
        printf("Rolling Variance ");
        print_statistics(l.rolling_variance, l.outputs);
    }
    printf("Biases ");
    print_statistics(l.biases, l.outputs);
    printf("Weights ");
    print_statistics(l.weights, l.outputs);
}

#ifdef GPU

void pull_connected_layer(connected_layer l)