Revision 79fd0c92c068d2c9086f94435e057d9e13ce5be0 authored by Alex Reinking on 07 April 2021, 19:12:23 UTC, committed by GitHub on 07 April 2021, 19:12:23 UTC
1 parent 7473402
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cost_function.cpp
#include "Halide.h"

using namespace Halide;

int main(int argc, char **argv) {
    if (get_jit_target_from_environment().arch == Target::WebAssembly) {
        printf("[SKIP] Autoschedulers do not support WebAssembly.\n");
        return 0;
    }

    if (argc != 2) {
        fprintf(stderr, "Usage: %s <autoscheduler-lib>\n", argv[0]);
        return 1;
    }

    load_plugin(argv[1]);

    int W = 6400;
    int H = 4800;
    Buffer<uint16_t> input(W, H);

    for (int y = 0; y < input.height(); y++) {
        for (int x = 0; x < input.width(); x++) {
            input(x, y) = rand() & 0xfff;
        }
    }

    Var x("x"), y("y");

    int num_stencils = 15;

    std::vector<Func> stencils;
    for (int i = 0; i < num_stencils; i++) {
        Func s("stencil_" + std::to_string(i));
        stencils.push_back(s);
    }

    stencils[0](x, y) = (input(x, y) + input(x + 1, y) + input(x + 2, y)) / 3;
    for (int i = 1; i < num_stencils; i++) {
        stencils[i](x, y) = (stencils[i - 1](x, y) + stencils[i - 1](x, y + 1) +
                             stencils[i - 1](x, y + 2)) /
                            3;
    }

    // Provide estimates on the pipeline output
    stencils[num_stencils - 1].set_estimate(x, 0, 6200).set_estimate(y, 0, 4600);

    // Auto-schedule the pipeline
    Target target = get_jit_target_from_environment();
    Pipeline p(stencils[num_stencils - 1]);
    AutoSchedulerResults results = p.auto_schedule(target);

    std::cout << "\n\n******************************************\nSCHEDULE:\n"
              << "******************************************\n"
              << results.schedule_source
              << "\n******************************************\n\n";

    // Inspect the schedule
    stencils[num_stencils - 1].print_loop_nest();

    // Run the schedule
    p.realize({6204, 4604});

    printf("Success!\n");
    return 0;
}
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