TheRock/rocm-libraries/projects/miopen/test/gtest/lstm_extra.cpp

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#include "lstm.hpp"

namespace {

struct TestCase
{
    TestCase(int dir_mode_,
             int no_hx_,
             int no_dhy_,
             int no_cx_,
             int no_dcy_,
             int no_hy_,
             int no_dhx_,
             int no_cy_,
             int no_dcx_)
        : dir_mode(dir_mode_),
          no_hx(no_hx_),
          no_dhy(no_dhy_),
          no_cx(no_cx_),
          no_dcy(no_dcy_),
          no_hy(no_hy_),
          no_dhx(no_dhx_),
          no_cy(no_cy_),
          no_dcx(no_dcx_)
    {
    }

    int dir_mode;
    int no_hx;
    int no_dhy;
    int no_cx;
    int no_dcy;
    int no_hy;
    int no_dhx;
    int no_cy;
    int no_dcx;

    friend std::ostream& operator<<(std::ostream& os, const TestCase& tc)
    {
        return os << "dir-mode:" << tc.dir_mode << " no-hx:" << tc.no_hx << " no-dhy:" << tc.no_dhy
                  << " no-cx:" << tc.no_cx << " no-dcy:" << tc.no_dcy << " no-hy:" << tc.no_hy
                  << " no-dhx:" << tc.no_dhx << " no-cy:" << tc.no_cy << " no-dcx:" << tc.no_dcx
                  << " no-dcx:" << tc.no_dcx;
    }
};

std::vector<TestCase> GetTestCases()
{
    return std::vector{
        // clang-format off
        //   dir-mode no-hx no-dhy no-cx no-dcy no-hy no-dhx no-cy no-dcx
        TestCase(0,     1,    0,     0,    0,     0,    0,     0,    0),
        TestCase(0,     0,    1,     0,    0,     0,    0,     0,    0),
        TestCase(0,     1,    1,     0,    0,     0,    0,     0,    0),
        TestCase(0,     0,    0,     1,    0,     0,    0,     0,    0),
        TestCase(0,     1,    0,     1,    0,     0,    0,     0,    0),
        TestCase(0,     0,    0,     0,    1,     0,    0,     0,    0),
        TestCase(0,     0,    0,     1,    1,     0,    0,     0,    0),
        TestCase(1,     1,    0,     0,    0,     0,    0,     0,    0),
        TestCase(1,     0,    1,     0,    0,     0,    0,     0,    0),
        TestCase(1,     1,    1,     0,    0,     0,    0,     0,    0),
        TestCase(1,     0,    0,     1,    0,     0,    0,     0,    0),
        TestCase(1,     1,    0,     1,    0,     0,    0,     0,    0),
        TestCase(1,     0,    0,     0,    1,     0,    0,     0,    0),
        TestCase(1,     0,    0,     1,    1,     0,    0,     0,    0),
        TestCase(0,     0,    0,     0,    0,     1,    0,     0,    0),
        TestCase(0,     0,    0,     0,    0,     0,    1,     0,    0),
        TestCase(0,     0,    0,     0,    0,     1,    1,     0,    0),
        TestCase(0,     0,    0,     0,    0,     0,    0,     1,    0),
        TestCase(0,     0,    0,     0,    0,     1,    0,     1,    0),
        TestCase(0,     0,    0,     0,    0,     0,    0,     0,    1),
        TestCase(0,     0,    0,     0,    0,     0,    0,     1,    1),
        TestCase(1,     0,    0,     0,    0,     1,    0,     0,    0),
        TestCase(1,     0,    0,     0,    0,     0,    1,     0,    0),
        TestCase(1,     0,    0,     0,    0,     1,    1,     0,    1),
        TestCase(1,     0,    0,     0,    0,     0,    0,     1,    0),
        TestCase(1,     0,    0,     0,    0,     1,    0,     1,    0),
        TestCase(1,     0,    0,     0,    0,     0,    0,     0,    1),
        TestCase(1,     0,    0,     0,    0,     0,    0,     1,    1),
        TestCase(0,     1,    1,     1,    1,     1,    1,     1,    1),
        TestCase(1,     1,    1,     1,    1,     1,    1,     1,    1)
        // clang-format on
    };
}

} // namespace

template <typename T>
struct GPU_LSTM_extra_test : LSTM_test<T>, testing::TestWithParam<TestCase>
{
protected:
    void SetUp() override
    {
        this->dataType = miopen_type<T>{};

        auto [dirMode, nohx, nodhy, nocx, nodcy, nohy, nodhx, nocy, nodcx] = GetParam();

        this->batchSize  = 32;
        this->seqLength  = 3;
        this->batchSeq   = {32, 32, 32};
        this->inVecLen   = 128;
        this->hiddenSize = 128;
        this->numLayers  = 1;
        this->inputMode  = 0;
        this->biasMode   = 0;
        this->dirMode    = dirMode;
        this->nohx       = bool(nohx);
        this->nodhy      = bool(nodhy);
        this->nocx       = bool(nocx);
        this->nodcy      = bool(nodcy);
        this->nohy       = bool(nohy);
        this->nodhx      = bool(nodhx);
        this->nocy       = bool(nocy);
        this->nodcx      = bool(nodcx);
    }
};

using GPU_LSTM_extra_FP16 = GPU_LSTM_extra_test<half_float::half>;

TEST_P(GPU_LSTM_extra_FP16, HalfTest) { RunTest(); }

INSTANTIATE_TEST_SUITE_P(Full, GPU_LSTM_extra_FP16, testing::ValuesIn(GetTestCases()));

using GPU_LSTM_extra_FP32 = GPU_LSTM_extra_test<float>;

TEST_P(GPU_LSTM_extra_FP32, FloatTest) { RunTest(); }

INSTANTIATE_TEST_SUITE_P(Full, GPU_LSTM_extra_FP32, testing::ValuesIn(GetTestCases()));