def test_no_leak_many_call_lazy():
        # Verify no memory leaks when calling a function a lot of times

        # This isn't really a unit test, you have to run it and look at top to
        # see if there's a leak

        def build_graph(x, depth=5):
            z = x
            for d in range(depth):
                z = ifelse(z.mean() > 0.5, -z, z)
            return z

        def time_linker(name, linker):
            steps_a = 10
            x = tensor.dvector()
            a = build_graph(x, steps_a)

            f_a = function([x], a,
                           mode=Mode(optimizer=None,
                                     linker=linker()))
            inp = numpy.random.rand(1000000)
            for i in xrange(100):
                f_a(inp)
            if 0:  # this doesn't seem to work, prints 0 for everything
                import resource
                pre = resource.getrusage(resource.RUSAGE_SELF)
                post = resource.getrusage(resource.RUSAGE_SELF)
                print(pre.ru_ixrss, post.ru_ixrss)
                print(pre.ru_idrss, post.ru_idrss)
                print(pre.ru_maxrss, post.ru_maxrss)
        print(1)
        time_linker('vmLinker_C',
                    lambda: vm.VM_Linker(allow_gc=False, use_cloop=True))
        print(2)
        time_linker('vmLinker',
                    lambda: vm.VM_Linker(allow_gc=False, use_cloop=False))
dataset/ETHPy150Open rizar/attention-lvcsr/libs/Theano/theano/gof/tests/test_vm.py/test_no_leak_many_call_lazy/original