Python python_mvnpdf Examples

Example #1

File: test_pdfs.py Project: r0k3/gpustats

def _compare_multi(n, k, p):
    data, means, covs = _make_test_case(n, k, p)

    # cpu in PyMC
    pyresult = compat.python_mvnpdf(data, means, covs)

    # gpu
    result = gps.mvnpdf_multi(data, means, covs)

    return result, pyresult

Example #2

File: test_pdfs.py Project: jfrelinger/gpustats

def _compare_multi(n, k, p):
    data, means, covs = _make_test_case(n, k, p)

    # cpu in PyMC
    pyresult = compat.python_mvnpdf(data, means, covs)

    # gpu
    result = gps.mvnpdf_multi(data, means, covs)

    return result, pyresult

Example #3

File: test_pdfs.py Project: r0k3/gpustats

def _compare_single(n, k):
    data, means, covs = _make_test_case(n, k, 1)

    mean = means[0]
    cov = covs[0]

    # cpu in PyMC
    pyresult = compat.python_mvnpdf(data, [mean], [cov]).squeeze()
    # gpu

    result = gps.mvnpdf(data, mean, cov)
    return result, pyresult

Example #4

File: test_pdfs.py Project: jfrelinger/gpustats

def _compare_single(n, k):
    data, means, covs = _make_test_case(n, k, 1)

    mean = means[0]
    cov = covs[0]

    # cpu in PyMC
    pyresult = compat.python_mvnpdf(data, [mean], [cov]).squeeze()
    # gpu

    result = gps.mvnpdf(data, mean, cov)
    return result, pyresult