test_gemm_add.hpp 2.94 KB
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// SPDX-License-Identifier: MIT
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.

#include "gtest/gtest.h"
#include "ck/ck.hpp"
#include "profiler/profile_gemm_add_impl.hpp"

using Row = ck::tensor_layout::gemm::RowMajor;
using Col = ck::tensor_layout::gemm::ColumnMajor;

using I8   = int8_t;
using BF16 = ck::bhalf_t;
using F16  = ck::half_t;
using F32  = float;

template <typename Tuple>
class TestGemmAdd : public ::testing::Test
{
    protected:
    using ADataType   = std::tuple_element_t<0, Tuple>;
    using BDataType   = std::tuple_element_t<1, Tuple>;
    using AccDataType = std::tuple_element_t<2, Tuple>;
    using D0DataType  = std::tuple_element_t<3, Tuple>;
    using EDataType   = std::tuple_element_t<4, Tuple>;
    using ALayout     = std::tuple_element_t<5, Tuple>;
    using BLayout     = std::tuple_element_t<6, Tuple>;
    using D0Layout    = std::tuple_element_t<7, Tuple>;
    using ELayout     = std::tuple_element_t<8, Tuple>;

    constexpr static auto ProfileGemmAddImpl = ck::profiler::profile_gemm_add_impl<ADataType,
                                                                                   BDataType,
                                                                                   AccDataType,
                                                                                   D0DataType,
                                                                                   EDataType,
                                                                                   ALayout,
                                                                                   BLayout,
                                                                                   D0Layout,
                                                                                   ELayout>;

    virtual decltype(ProfileGemmAddImpl) GetImpl() { return ProfileGemmAddImpl; }

    void Run()
    {
        std::vector<std::vector<ck::index_t>> lengths = {
            {16, 32, 64}, {2048, 4096, 8192}, {2048, 1024, 16}};

        bool all_success = true;

        for(auto length : lengths)
        {
            int M        = length[0];
            int N        = length[1];
            int K        = length[2];
            int StrideA  = ck::is_same_v<ALayout, Row> ? K : M;
            int StrideB  = ck::is_same_v<BLayout, Row> ? N : K;
            int StrideD0 = ck::is_same_v<D0Layout, Row> ? N : M;
            int StrideE  = ck::is_same_v<ELayout, Row> ? N : M;

            all_success =
                all_success &
                GetImpl()(true, 1, false, false, M, N, K, StrideA, StrideB, StrideD0, StrideE);
        }

        EXPECT_TRUE(all_success);
    }
};

using KernelTypes = ::testing::Types<std::tuple<F16, I8, F32, F16, F16, Row, Row, Row, Row>,
                                     std::tuple<BF16, I8, F32, BF16, BF16, Row, Row, Row, Row>>;

TYPED_TEST_SUITE(TestGemmAdd, KernelTypes);
TYPED_TEST(TestGemmAdd, Test_BF16FP16_INT8) { this->Run(); }