test_roialign.cpp

/*
 * The MIT License (MIT)
 *
 * Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved.
 *
 * Permission is hereby granted, free of charge, to any person obtaining a copy
 * of this software and associated documentation files (the "Software"), to deal
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 * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 * copies of the Software, and to permit persons to whom the Software is
 * furnished to do so, subject to the following conditions:
 *
 * The above copyright notice and this permission notice shall be included in
 * all copies or substantial portions of the Software.
 *
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 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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#include "verify_program.hpp"
#include <migraphx/program.hpp>
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>

template <migraphx::shape::type_t DType>
struct test_roialign : verify_program<test_roialign<DType>>
{
    migraphx::program create_program() const
    {
        migraphx::program p;
        auto* mm = p.get_main_module();
        migraphx::shape x_s{DType, {5, 4, 10, 10}};

        migraphx::shape roi_s{DType, {5, 4}};

        migraphx::shape ind_s{migraphx::shape::int64_type, {5}};
        std::vector<int64_t> ind_vec = {0, 2, 3, 4, 1};

        auto x   = mm->add_parameter("x", x_s);
        auto roi = mm->add_parameter("roi", roi_s);
        auto ind = mm->add_literal(migraphx::literal(ind_s, ind_vec));
        auto r   = mm->add_instruction(migraphx::make_op("roialign",
                                                         {{"spatial_scale", 1.0},
                                                          {"output_height", 5},
                                                          {"output_width", 5},
                                                          {"sampling_ratio", 2}}),
                                     x,
                                     roi,
                                     ind);
        mm->add_return({r});

        return p;
    }
};

template struct test_roialign<migraphx::shape::float_type>;
template struct test_roialign<migraphx::shape::half_type>;
template struct test_roialign<migraphx::shape::fp8e4m3fnuz_type>;