test_reduce_mean_nhwc.cpp

/*
 * The MIT License (MIT)
 *
 * Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved.
 *
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 * 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.
 *
 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
 * 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/instruction.hpp>

struct test_reduce_mean_nhwc : verify_program<test_reduce_mean_nhwc>
{
    migraphx::program create_program() const
    {
        migraphx::program p;
        auto* mm = p.get_main_module();
        auto s   = migraphx::shape::from_permutation(
            migraphx::shape::float_type, {4, 256, 2, 2}, {0, 2, 3, 1});
        auto x      = mm->add_parameter("x", s);
        auto reduce = mm->add_instruction(migraphx::make_op("reduce_mean", {{"axes", {1}}}), x);
        auto abs    = mm->add_instruction(migraphx::make_op("abs"), reduce);
        auto sqrt   = mm->add_instruction(migraphx::make_op("sqrt"), abs);
        mm->add_return({sqrt});
        return p;
    };
};