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

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#include "unit_conv_solver.hpp"

namespace {

auto GetConvTestCases(miopenDataType_t datatype)
{
    using TestCase = miopen::unit_tests::ConvTestCase;

    return std::vector{
        // clang-format off
        TestCase{{2, 256, 12, 18}, {256, 256, 3, 3}, {1, 1}, {1, 1}, {1, 1}, datatype},
        // clang-format on
    };
}

auto GetConvTestCasesFull(miopenDataType_t datatype)
{
    using TestCase = miopen::unit_tests::ConvTestCase;

    auto cases = std::vector{
        // clang-format off
        TestCase{{ 64,   64,  28,  28}, {  32,   64, 1,  1}, {0, 0}, {1, 1}, {1, 1}, datatype},
        TestCase{{ 16,  128,  36,  36}, {  32,  128, 1,  1}, {0, 0}, {1, 1}, {1, 1}, datatype},
        TestCase{{ 64,   64,  56,  56}, { 256,   64, 1,  1}, {0, 0}, {1, 1}, {1, 1}, datatype},
        TestCase{{ 64,  224,  17,  17}, { 224,  224, 1,  7}, {0, 3}, {1, 1}, {1, 1}, datatype},
        TestCase{{128,  128,  35,  35}, { 256,  128, 3,  3}, {1, 1}, {1, 1}, {1, 1}, datatype},
        TestCase{{128,  128,  64,  64}, { 256,  128, 3,  3}, {1, 1}, {2, 2}, {1, 1}, datatype},
        TestCase{{128,  768,  17,  17}, { 256,  768, 3,  3}, {1, 1}, {1, 1}, {2, 2}, datatype},
        TestCase{{  3,  256,  28,  28}, {  80,  256, 1,  1}, {0, 0}, {1, 1}, {1, 1}, datatype},
        TestCase{{  2,  256,  12,  18}, { 256,  256, 3,  3}, {1, 1}, {1, 1}, {1, 1}, datatype},
        TestCase{{  4,  512, 128, 128}, {  12,  512, 1,  1}, {0, 0}, {1, 1}, {1, 1}, datatype},
        // regression test for issue 540
        TestCase{{  4,   32,  79, 141}, {  64,   32, 5, 10}, {0, 0}, {2, 2}, {1, 1}, datatype},
        //
        TestCase{{400,  256,   7,   7}, {1024,  256, 7,  7}, {0, 0}, {1, 1}, {1, 1}, datatype},
        TestCase{{400,  256,   1,   1}, {1024,  256, 1,  1}, {0, 0}, {1, 1}, {1, 1}, datatype},
        // Regression test for SWDEV-295434 (FP16 only).
        TestCase{{120,  256,   3,   3}, { 340,  256, 3,  3}, {1, 1}, {1, 1}, {1, 1}, datatype},
        // ho=wo=1 stride=2
        TestCase{{256, 2048,   2,   2}, {1024, 2048, 1,  1}, {0, 0}, {2, 2}, {1, 1}, datatype},
        // clang-format on
    };

    if(datatype == miopenHalf)
    {
        // clang-format off
        cases.emplace_back(TestCase{{1,   3,  32,  32}, {1,   3, 11, 11}, {1, 1}, {2, 2}, {2, 1}, datatype});
        cases.emplace_back(TestCase{{1,   3, 224, 224}, {1,   3,  3,  3}, {0, 0}, {1, 1}, {2, 2}, datatype});
        cases.emplace_back(TestCase{{1,   1,   8,   8}, {1,   1,  2,  2}, {0, 0}, {1, 1}, {2, 2}, datatype});
        cases.emplace_back(TestCase{{1, 128,  56,  56}, {1, 128,  5,  5}, {0, 0}, {2, 2}, {1, 1}, datatype});
        // clang-format on
    }

    return cases;
}

const auto& GetTestParams()
{
    static const auto params = [] {
        auto p = miopen::unit_tests::UnitTestConvSolverParams(Gpu::gfx908);
        p.CheckXnackDisabled();
        p.SetTolerance(Gpu::gfx908, miopenFloat, 5.0f);
        return p;
    }();
    return params;
}

} // namespace

using GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicXdlopsWrw_FP16 =
    GPU_UnitTestConvSolverWrw_FP16;
using GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicXdlopsWrw_FP32 =
    GPU_UnitTestConvSolverWrw_FP32;
using CPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicXdlopsDevApplicabilityWrw_NONE =
    CPU_UnitTestConvSolverDevApplicabilityWrw_NONE;

TEST_P(GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicXdlopsWrw_FP16,
       ConvAsmImplicitGemmGTCDynamicWrwXdlops)
{
    this->RunTest(miopen::solver::conv::ConvAsmImplicitGemmGTCDynamicWrwXdlops{});
};

TEST_P(GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicXdlopsWrw_FP32,
       ConvAsmImplicitGemmGTCDynamicWrwXdlops)
{
    this->RunTest(miopen::solver::conv::ConvAsmImplicitGemmGTCDynamicWrwXdlops{});
};

TEST_P(CPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicXdlopsDevApplicabilityWrw_NONE,
       ConvAsmImplicitGemmGTCDynamicWrwXdlops)
{
    this->RunTest(miopen::solver::conv::ConvAsmImplicitGemmGTCDynamicWrwXdlops{});
};

// Smoke tests
INSTANTIATE_TEST_SUITE_P(Smoke,
                         GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicXdlopsWrw_FP16,
                         testing::Combine(testing::Values(GetTestParams()),
                                          testing::Values(miopenConvolutionAlgoImplicitGEMM),
                                          testing::ValuesIn(GetConvTestCases(miopenHalf))));

INSTANTIATE_TEST_SUITE_P(Smoke,
                         GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicXdlopsWrw_FP32,
                         testing::Combine(testing::Values(GetTestParams()),
                                          testing::Values(miopenConvolutionAlgoImplicitGEMM),
                                          testing::ValuesIn(GetConvTestCases(miopenFloat))));

// Device applicability test
INSTANTIATE_TEST_SUITE_P(
    Smoke,
    CPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicXdlopsDevApplicabilityWrw_NONE,
    testing::Combine(testing::Values(GetTestParams()),
                     testing::Values(GetConvTestCases(miopenFloat)[0])));

// Full tests
INSTANTIATE_TEST_SUITE_P(Full,
                         GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicXdlopsWrw_FP16,
                         testing::Combine(testing::Values(GetTestParams()),
                                          testing::Values(miopenConvolutionAlgoImplicitGEMM),
                                          testing::ValuesIn(GetConvTestCasesFull(miopenHalf))));

INSTANTIATE_TEST_SUITE_P(Full,
                         GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicXdlopsWrw_FP32,
                         testing::Combine(testing::Values(GetTestParams()),
                                          testing::Values(miopenConvolutionAlgoImplicitGEMM),
                                          testing::ValuesIn(GetConvTestCasesFull(miopenFloat))));