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Hardold avatar Hardold commented on July 24, 2024

经代码跟踪发现以下代码比较耗时
`Mat LbfCascador::GlobalRegressionPredict(const Mat &lbf, int stage) {
const Mat_ &weight = (Mat_)gl_regression_weights[stage];
Mat_ delta_shape(weight.rows / 2, 2);
const double *w_ptr = NULL;
const int *lbf_ptr = lbf.ptr(0);

//#pragma omp parallel for num_threads(2) private(w_ptr)
for (int i = 0; i < delta_shape.rows; i++) {
    w_ptr = weight.ptr<double>(2 * i);
    double y = 0;
    for (int j = 0; j < lbf.cols; j++) y += w_ptr[lbf_ptr[j]];
    delta_shape(i, 0) = y;

    w_ptr = weight.ptr<double>(2 * i + 1);
    y = 0;
    for (int j = 0; j < lbf.cols; j++) y += w_ptr[lbf_ptr[j]];
    delta_shape(i, 1) = y;
}
return delta_shape;

}
`

有改进的建议吗?

from face-alignment-at-3000fps.

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