gemm_multi_transpose.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:
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 * 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 <migraphx/apply_alpha_beta.hpp>
#include "verify_program.hpp"
#include <migraphx/program.hpp>
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>

struct gemm_multi_transpose : verify_program<gemm_multi_transpose>
{
    migraphx::program create_program() const
    {
        migraphx::program p;
        auto* mm = p.get_main_module();
        migraphx::shape m1_shape{migraphx::shape::float_type, {2, 2, 3}};
        migraphx::shape m2_shape{migraphx::shape::float_type, {3, 2, 4}};
        auto l1 = mm->add_parameter("1", m1_shape);
        auto l2 = mm->add_parameter("2", m2_shape);
        auto tl2 =
            mm->add_instruction(migraphx::make_op("transpose", {{"permutation", {1, 0, 2}}}), l2);

        float alpha = 1.0f;
        float beta  = 1.0f;
        migraphx::add_apply_alpha_beta(*mm, {l1, tl2}, migraphx::make_op("dot"), alpha, beta);
        return p;
    }
};