test_conv_add.cpp

/*
 * The MIT License (MIT)
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 * Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved.
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 * furnished to do so, subject to the following conditions:
 *
 * The above copyright notice and this permission notice shall be included in
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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_conv_add : verify_program<test_conv_add<DType>>
{
    migraphx::program create_program() const
    {
        migraphx::program p;
        auto* mm = p.get_main_module();
        auto x     = mm->add_parameter("x", {DType, {1, 8, 4, 4}});
        auto w     = mm->add_literal(migraphx::generate_literal({DType, {2, 8, 3, 3}}, 1));
        auto y     = mm->add_parameter("y", {DType, {1, 8, 4, 4}});
        auto v     = mm->add_literal(migraphx::generate_literal({DType, {2, 8, 3, 3}}, 2));
        auto conv1 = mm->add_instruction(migraphx::make_op("convolution"), x, w);
        auto conv2 = mm->add_instruction(migraphx::make_op("convolution"), y, v);
        auto sum   = mm->add_instruction(migraphx::make_op("add"), conv1, conv2);
        mm->add_instruction(migraphx::make_op("exp"), sum);
        return p;
    }
};

template struct test_conv_add<migraphx::shape::float_type>;
template struct test_conv_add<migraphx::shape::fp8e4m3fnuz_type>;