File: realize_overhead.cpp

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#include "Halide.h"
#include <iostream>

#include "halide_benchmark.h"

using namespace Halide;
using namespace Halide::Tools;

int global_to_prevent_opt;
int null_call() {
    return global_to_prevent_opt;
}

int main(int argc, char **argv) {
    Target target = get_jit_target_from_environment();
    if (target.arch == Target::WebAssembly) {
        printf("[SKIP] Performance tests are meaningless and/or misleading under WebAssembly interpreter.\n");
        return 0;
    }

    {
        global_to_prevent_opt = argc;
        double t = benchmark([&]() { null_call(); });
        std::cout << "No argument native call time " << t * 1e6 << "us.\n";
    }

    {
        Func f;
        f() = 42;

        f.compile_jit();

        double t = benchmark([&]() { f.realize(); });
        std::cout << "No argument Func realize time " << t * 1e6 << "us.\n";
    }

    {
        Func f;
        f() = 42;

        Pipeline p(f);
        p.compile_jit();

        double t = benchmark([&]() { p.realize(); });
        std::cout << "No argument Pipeline realize time " << t * 1e6 << "us.\n";
    }

    {
        Func f;
        f() = 42;

        Pipeline p(f);
        p.compile_jit();

        auto buf = Buffer<int32_t>::make_scalar();
        Realization r(buf);
        Target target;
        ParamMap pm;
        double t = benchmark([&]() { p.realize(r, target, pm); });
        std::cout << "No argument Pipeline realize reusing Realization/Target/ParamMap time " << t * 1e6 << "us.\n";
    }

    {
        Func f;
        f() = 42;

        Pipeline p(f);
        p.compile_jit();

        auto buf = Buffer<int32_t>::make_scalar();
        Target target;
        ParamMap pm;
        double t = benchmark([&]() { p.realize(buf, target, pm); });
        std::cout << "No argument Pipeline realize reusing Buffer/Target/ParamMap time " << t * 1e6 << "us.\n";
    }

    {
        Func f;
        f() = 42;

        Pipeline p(f);
        p.compile_jit();

        // This is probably the most common case
        auto buf = Buffer<int32_t>::make_scalar();
        double t = benchmark([&]() { p.realize(buf); });
        std::cout << "No argument Pipeline realize reusing Buffer only time " << t * 1e6 << "us.\n";
    }

    {
        Func f;
        f() = 42;

        Pipeline p(f);
        p.compile_jit();

        auto buf = Buffer<int32_t>::make_scalar();
        Realization r(buf);
        Target target("host-no_asserts-no_bounds_query");
        ParamMap pm;
        double t = benchmark([&]() { p.realize(r, target, pm); });
        std::cout << "No argument Pipeline realize reusing Realization/Target/ParamMap with no_asserts and no_bounds_query time " << t * 1e6 << "us.\n";
    }

    {
        Func f;
        Param<int> in;

        f() = in + 42;
        f.compile_jit();

        in.set(0);

        auto buf = Buffer<int32_t>::make_scalar();
        double t = benchmark([&]() { f.realize(buf); });
        std::cout << "One argument Func realize to Buffer time " << t * 1e6 << "us.\n";
    }

    {
        Func f;
        Param<int> in;

        f() = in + 42;

        in.set(0);

        Pipeline p(f);
        p.compile_jit();

        auto buf = Buffer<int32_t>::make_scalar();
        Realization r(buf);
        Target target;
        ParamMap pm;
        double t = benchmark([&]() { p.realize(r, target, pm); });
        std::cout << "One argument Pipeline realize reusing Realization/Target/ParamMap time " << t * 1e6 << "us.\n";
    }

    for (int i = 10; i < 100; i += 10) {
        Func f;
        std::vector<Param<int>> params(i);

        Expr e = 0;
        for (auto &p : params) {
            p.set(1);
            e += p;
        }

        f() = e;
        f.compile_jit();

        auto buf = Buffer<int32_t>::make_scalar();
        double t = benchmark([&]() { f.realize(buf); });
        std::cout << std::to_string(i) << "-argument Func realize to Buffer time " << t * 1e6 << "us.\n";
    }

    std::cout << "Success!\n";

    return 0;
}