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

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#include "lstm.hpp"

namespace {

struct TestCase
{
    TestCase(int usePadding_, int inputMode_, int biasMode_, int dirMode_, int algoMode_)
        : usePadding(usePadding_),
          inputMode(inputMode_),
          biasMode(biasMode_),
          dirMode(dirMode_),
          algoMode(algoMode_)
    {
    }

    int usePadding;
    int inputMode;
    int biasMode;
    int dirMode;
    int algoMode;

    friend std::ostream& operator<<(std::ostream& os, const TestCase& tc)
    {
        return os << "use-padding:" << tc.usePadding << " input-mode:" << tc.inputMode
                  << " bias-mode:" << tc.biasMode << " dir-mode:" << tc.dirMode
                  << " algo-mode:" << tc.algoMode;
    }
};

std::vector<TestCase> GetTestCases()
{
    return std::vector{
        // clang-format off
        //  use-padding input-mode, bias-mode, dir-mode, algo-mode
        TestCase(0,        0,         0,         0,        0),
        TestCase(0,        0,         0,         0,        1),
        TestCase(0,        0,         0,         1,        0),
        TestCase(0,        0,         0,         1,        1),
        TestCase(0,        0,         1,         0,        0),
        TestCase(0,        0,         1,         0,        1),
        TestCase(0,        0,         1,         1,        0),
        TestCase(0,        0,         1,         1,        1),
        TestCase(0,        1,         0,         0,        0),
        TestCase(0,        1,         0,         0,        1),
        TestCase(0,        1,         0,         1,        0),
        TestCase(0,        1,         0,         1,        1),
        TestCase(0,        1,         1,         0,        0),
        TestCase(0,        1,         1,         0,        1),
        TestCase(0,        1,         1,         1,        0),
        TestCase(0,        1,         1,         1,        1),
        TestCase(1,        0,         0,         0,        0),
        TestCase(1,        0,         0,         0,        1),
        TestCase(1,        0,         0,         1,        0),
        TestCase(1,        0,         0,         1,        1),
        TestCase(1,        0,         1,         0,        0),
        TestCase(1,        0,         1,         0,        1),
        TestCase(1,        0,         1,         1,        0),
        TestCase(1,        0,         1,         1,        1),
        TestCase(1,        1,         0,         0,        0),
        TestCase(1,        1,         0,         0,        1),
        TestCase(1,        1,         0,         1,        0),
        TestCase(1,        1,         0,         1,        1),
        TestCase(1,        1,         1,         0,        0),
        TestCase(1,        1,         1,         0,        1),
        TestCase(1,        1,         1,         1,        0),
        TestCase(1,        1,         1,         1,        1)
        // clang-format on
    };
}

} // namespace

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

        auto [usePadding, inputMode, biasMode, dirMode, algoMode] = GetParam();

        int batchSize{17};
        int seqLength{2};
        this->batchSize  = batchSize;
        this->seqLength  = seqLength;
        this->inVecLen   = batchSize;
        this->batchSeq   = generate_batchSeq(batchSize, seqLength)[0];
        this->hiddenSize = 67;
        this->usePadding = usePadding;
        this->inputMode  = inputMode;
        this->biasMode   = biasMode;
        this->dirMode    = dirMode;
        this->algoMode   = algoMode;
    }
};

using GPU_LSTM_FP16 = GPU_LSTM_test<half_float::half>;

TEST_P(GPU_LSTM_FP16, HalfTest) { RunTest(); }

INSTANTIATE_TEST_SUITE_P(Full, GPU_LSTM_FP16, testing::ValuesIn(GetTestCases()));

using GPU_LSTM_FP32 = GPU_LSTM_test<float>;

TEST_P(GPU_LSTM_FP32, FloatTest) { RunTest(); }

INSTANTIATE_TEST_SUITE_P(Full, GPU_LSTM_FP32, testing::ValuesIn(GetTestCases()));