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

struct test_pooling_add_concat_relu : verify_program<test_pooling_add_concat_relu>
{
    migraphx::program create_program() const
    {
        migraphx::program p;
        auto* mm = p.get_main_module();
        migraphx::shape s1{migraphx::shape::float_type, {1, 4, 8, 8}};
        migraphx::shape s2{migraphx::shape::float_type, {1, 4, 16, 16}};
        auto x       = mm->add_parameter("x", s1);
        auto y       = mm->add_parameter("y", s1);
        auto z       = mm->add_parameter("z", s2);
        auto pooling = mm->add_instruction(
            migraphx::make_op("pooling", {{"lengths", {2, 2}}, {"stride", {2, 2}}}), z);
        auto add    = mm->add_instruction(migraphx::make_op("add"), x, y);
        auto concat = mm->add_instruction(migraphx::make_op("concat", {{"axis", 1}}), add, pooling);
        auto relu   = mm->add_instruction(migraphx::make_op("relu"), concat);
        mm->add_return({relu});
        return p;
    }
};