averagepool_dyn_test.cpp

#include <onnx_test.hpp>
#include <migraphx/op/pooling.hpp>

TEST_CASE(averagepool_dyn_test)
{
    // Pooling with dynamic input and no auto padding
    migraphx::program p;
    auto* mm = p.get_main_module();
    auto l0  = mm->add_parameter(
        "0", {migraphx::shape::float_type, {{1, 4}, {3, 3}, {5, 5}, {5, 5}, {5, 5}}});
    auto ret =
        mm->add_instruction(migraphx::make_op("pooling",
                                              {
                                                  {"mode", migraphx::op::pooling_mode::average},
                                                  {"stride", {2, 2, 2}},
                                                  {"lengths", {3, 3, 3}},
                                                  {"dilations", {1, 1, 1}},
                                                  {"padding", {1, 1, 1, 1, 1, 1}},
                                                  {"padding_mode", 0},
                                              }),
                            l0);
    mm->add_return({ret});

    migraphx::onnx_options options;
    options.default_dyn_dim_value = {1, 4};
    auto prog                     = migraphx::parse_onnx("averagepool_dyn_test.onnx", options);
    EXPECT(p == prog);
}