Example #1
0
def test_moa_compile_complex(benchmark):
    A = LazyArray(name='A', shape=('n', 'm'))
    B = LazyArray(name='B', shape=('k', 'l'))
    C = LazyArray(name='C', shape=(10, 5))

    expression = (A.inner('+', '*', B)).T[0] + C.reduce('+')

    def _test():
        expression.compile(backend='python', use_numba=True)

    benchmark(_test)
Example #2
0
def test_array_reduction():
    _A = LazyArray(name='A', shape=(3, 2))

    expression = _A.reduce('+')

    local_dict = {}
    print(expression.compile())
    exec(expression.compile(), globals(), local_dict)

    A = Array(shape=(3, 2), value=tuple(range(1, 7)))
    B = local_dict['f'](A=A)

    assert B.shape == (2, )
    assert B.value == [9, 12]