batch_quant_dot_1.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
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#include "verify_program.hpp"
#include <migraphx/program.hpp>
#include <migraphx/float8.hpp>
#include <migraphx/apply_alpha_beta.hpp>
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>

template <typename DType, typename CType>
struct batch_quant_dot_1 : verify_program<batch_quant_dot_1<DType, CType>>
{
    migraphx::program create_program() const
    {
        migraphx::program p;
        auto* mm = p.get_main_module();
        auto dtype = migraphx::shape::get_type<DType>{};
        auto ctype = migraphx::shape::get_type<CType>{};
        migraphx::shape m1_shape{dtype, {3, 2, 8, 2}};
        migraphx::shape m2_shape{dtype, {3, 2, 7, 8}};
        migraphx::shape m3_shape{ctype, {3, 2, 2, 7}};

        auto l1  = mm->add_parameter("a", m1_shape);
        auto tl1 = mm->add_instruction(
            migraphx::make_op("transpose", {{"permutation", {0, 1, 3, 2}}}), l1);
        auto l2  = mm->add_parameter("b", m2_shape);
        auto tl2 = mm->add_instruction(
            migraphx::make_op("transpose", {{"permutation", {0, 1, 3, 2}}}), l2);
        auto l3 = mm->add_parameter("c", m3_shape);
        migraphx::add_apply_alpha_beta(
            *mm, {tl1, tl2, l3}, migraphx::make_op("quant_dot"), CType{3}, CType{2});
        return p;
    }
};

template struct batch_quant_dot_1<int8_t, int32_t>;
template struct batch_quant_dot_1<migraphx::fp8::fp8e4m3fnuz, float>;