test_conv_group_add.cpp

/*
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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:
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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_group_add : verify_program<test_conv_group_add<DType>>
{
    migraphx::program create_program() const
    {
        migraphx::program p;
        auto* mm = p.get_main_module();
        migraphx::shape s{DType, {1, 68, 28, 28}};
        auto x    = mm->add_parameter("x", s);
        auto w    = mm->add_parameter("w", {DType, {68, 17, 1, 1}});
        auto b    = mm->add_parameter("b", {DType, {68}});
        auto conv = mm->add_instruction(migraphx::make_op("convolution", {{"group", 4}}), x, w);
        auto bb   = mm->add_instruction(
            migraphx::make_op("broadcast", {{"axis", 1}, {"out_lens", {1, 68, 28, 28}}}), b);
        mm->add_instruction(migraphx::make_op("add"), conv, bb);
        return p;
    }
};
template struct test_conv_group_add<migraphx::shape::float_type>;
// grouped  convolutions are not supported with MLIR therefore disable it
// template struct test_conv_group_add<migraphx::shape::fp8e4m3fnuz_type>;