nms_dynamic_batch_test.cpp

#include <onnx_test.hpp>

TEST_CASE(nms_dynamic_batch_test)
{
    migraphx::program p;
    auto* mm = p.get_main_module();
    migraphx::shape sb{migraphx::shape::float_type, {{1, 10}, {6, 6}, {4, 4}}};
    auto b = mm->add_parameter("boxes", sb);
    migraphx::shape ss{migraphx::shape::float_type, {{1, 10}, {1, 1}, {6, 6}}};
    auto s = mm->add_parameter("scores", ss);
    migraphx::shape smo{migraphx::shape::int64_type, {1}};
    auto mo = mm->add_parameter("max_output_boxes_per_class", smo);
    migraphx::shape siou{migraphx::shape::float_type, {1}};
    auto iou = mm->add_parameter("iou_threshold", siou);
    migraphx::shape sst{migraphx::shape::float_type, {1}};
    auto st  = mm->add_parameter("score_threshold", sst);
    auto ret = mm->add_instruction(
        migraphx::make_op("nonmaxsuppression",
                          {{"center_point_box", true}, {"use_dyn_output", true}}),
        b,
        s,
        mo,
        iou,
        st);
    mm->add_return({ret});

    migraphx::onnx_options options;
    options.default_dyn_dim_value = {1, 10};
    options.use_dyn_output        = true;

    auto prog = migraphx::parse_onnx("nms_dynamic_batch_test.onnx", options);
    EXPECT(p == prog);
}