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

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#include "unit_conv_solver.hpp"

namespace {

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

    return std::vector{
        // clang-format off
        TestCase{{1, 8, 8, 8}, {8, 8, 3, 3}, {0, 0}, {1, 1}, {1, 1}, datatype},
        // clang-format on
    };
}

auto GetSmokeTestParams(miopenDataType_t datatype)
{
    Gpu supportedDevices = Gpu::gfx90A | Gpu::gfx94X | Gpu::gfx950;
    if(datatype != miopenBFloat16)
    {
        supportedDevices = supportedDevices | Gpu::gfx908;
    }
    auto testParams = miopen::unit_tests::UnitTestConvSolverParams(supportedDevices);
    testParams.Tunable(5);
    testParams.CheckXnackDisabled();
    testParams.SetTolerance(Gpu::gfx90A | Gpu::gfx950, miopenHalf, 2.0f);

    return testParams;
}

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

    return std::vector{
        // clang-format off
        // TODO LWPMIOPEN-1314 convert / unify existing ASM solver tests
        // Regression tests for SWDEV-502833
        TestCase{{16, 5, 225, 225}, {64, 5, 3, 3}, {0, 0}, {1, 1}, {1, 1}, datatype},
        TestCase{{16, 576, 1, 1}, {576, 576, 1, 1}, {0, 0}, {1, 1}, {1, 1}, datatype},
        TestCase{{16, 2048, 8, 32}, {4096, 2048, 1, 1}, {0, 0}, {1, 1}, {1, 1}, datatype},
        TestCase{{16, 2048, 8, 32}, {2048, 2048, 1, 1}, {0, 0}, {1, 1}, {1, 1}, datatype},
        TestCase{{16, 2048, 48, 32}, {2048, 2048, 3, 1}, {0, 0}, {3, 1}, {1, 1}, datatype},
        TestCase{{16, 2048, 1, 512}, {2048, 2048, 1, 2}, {0, 0}, {1, 2}, {1, 1}, datatype},
        TestCase{{16, 2048, 1, 30}, {576, 2048, 1, 1}, {0, 0}, {1, 1}, {1, 1}, datatype},
        // clang-format on
    };
}

auto GetFullTestParams(miopenDataType_t datatype)
{
    Gpu supportedDevices = Gpu::gfx90A | Gpu::gfx94X | Gpu::gfx950;
    if(datatype != miopenBFloat16)
    {
        supportedDevices = supportedDevices | Gpu::gfx908;
    }
    auto testParams = miopen::unit_tests::UnitTestConvSolverParams(supportedDevices);
    testParams.Tunable(1000);
    testParams.CheckXnackDisabled();
    testParams.SetTolerance(Gpu::gfx908 | Gpu::gfx94X | Gpu::gfx950, miopenFloat, 3.0f);
    testParams.SetTolerance(Gpu::gfx90A, miopenFloat, 4.0f);
    testParams.SetTolerance(Gpu::gfx94X, miopenFloat, 3.0f);
    testParams.SetTolerance(Gpu::gfx90A, miopenHalf, 2.0f);

    return testParams;
}

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

    return std::vector{
        // clang-format off
        // Regression tests for wo=1/ho=1 stride clamping bug
        TestCase{{32, 3, 1, 1}, {64, 3,  3,  5}, {1, 2}, {100, 7}, {1, 1}, datatype},
        TestCase{{32, 3, 2, 2}, {64, 3,  3,  5}, {2, 4}, {  4, 6}, {1, 1}, datatype},
        TestCase{{32, 3, 7, 9}, {64, 3, 10, 12}, {3, 3}, {  4, 5}, {1, 1}, datatype},
        // clang-format on
    };
}

auto GetHighTolTestParams(miopenDataType_t datatype)
{
    Gpu supportedDevices = Gpu::gfx90A | Gpu::gfx94X | Gpu::gfx950;
    if(datatype != miopenBFloat16)
    {
        supportedDevices = supportedDevices | Gpu::gfx908;
    }
    auto testParams = miopen::unit_tests::UnitTestConvSolverParams(supportedDevices);
    testParams.Tunable(1000);
    testParams.CheckXnackDisabled();
    testParams.SetTolerance(Gpu::gfx908 | Gpu::gfx94X | Gpu::gfx950, miopenFloat, 3.0f);
    testParams.SetTolerance(Gpu::gfx90A, miopenFloat, 4.0f);
    testParams.SetTolerance(Gpu::gfx90A, miopenHalf, 3.0f);

    return testParams;
}

} // namespace

using GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_FP16 =
    GPU_UnitTestConvSolverWrw_FP16;
using GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_BFP16 =
    GPU_UnitTestConvSolverWrw_BFP16;
using GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_FP32 =
    GPU_UnitTestConvSolverWrw_FP32;
using GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrwHighTol_FP16 =
    GPU_UnitTestConvSolverWrw_FP16;
using GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrwHighTol_BFP16 =
    GPU_UnitTestConvSolverWrw_BFP16;
using GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrwHighTol_FP32 =
    GPU_UnitTestConvSolverWrw_FP32;
using CPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCDevApplicabilityWrw_NONE =
    CPU_UnitTestConvSolverDevApplicabilityWrw_NONE;

TEST_P(GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_FP16,
       ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC)
{
    this->RunTest(miopen::solver::conv::ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC{});
};

TEST_P(GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_BFP16,
       ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC)
{
    this->RunTest(miopen::solver::conv::ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC{});
};

TEST_P(GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_FP32,
       ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC)
{
    this->RunTest(miopen::solver::conv::ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC{});
};

TEST_P(GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrwHighTol_FP16,
       ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC)
{
    this->RunTest(miopen::solver::conv::ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC{});
};

TEST_P(GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrwHighTol_BFP16,
       ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC)
{
    this->RunTest(miopen::solver::conv::ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC{});
};

TEST_P(GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrwHighTol_FP32,
       ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC)
{
    this->RunTest(miopen::solver::conv::ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC{});
};

TEST_P(CPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCDevApplicabilityWrw_NONE,
       ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC)
{
    this->RunTest(miopen::solver::conv::ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC{});
};

// Smoke tests
INSTANTIATE_TEST_SUITE_P(Smoke,
                         GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_FP16,
                         testing::Combine(testing::Values(GetSmokeTestParams(miopenHalf)),
                                          testing::Values(miopenConvolutionAlgoImplicitGEMM),
                                          testing::ValuesIn(GetConvSmokeTestCases(miopenHalf))));

INSTANTIATE_TEST_SUITE_P(
    Smoke,
    GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_BFP16,
    testing::Combine(testing::Values(GetSmokeTestParams(miopenBFloat16)),
                     testing::Values(miopenConvolutionAlgoImplicitGEMM),
                     testing::ValuesIn(GetConvSmokeTestCases(miopenBFloat16))));

INSTANTIATE_TEST_SUITE_P(Smoke,
                         GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_FP32,
                         testing::Combine(testing::Values(GetSmokeTestParams(miopenFloat)),
                                          testing::Values(miopenConvolutionAlgoImplicitGEMM),
                                          testing::ValuesIn(GetConvSmokeTestCases(miopenFloat))));

// Full tests
INSTANTIATE_TEST_SUITE_P(Full,
                         GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_FP16,
                         testing::Combine(testing::Values(GetFullTestParams(miopenHalf)),
                                          testing::Values(miopenConvolutionAlgoImplicitGEMM),
                                          testing::ValuesIn(GetConvFullTestCases(miopenHalf))));

INSTANTIATE_TEST_SUITE_P(Full,
                         GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_BFP16,
                         testing::Combine(testing::Values(GetFullTestParams(miopenBFloat16)),
                                          testing::Values(miopenConvolutionAlgoImplicitGEMM),
                                          testing::ValuesIn(GetConvFullTestCases(miopenBFloat16))));

INSTANTIATE_TEST_SUITE_P(Full,
                         GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_FP32,
                         testing::Combine(testing::Values(GetFullTestParams(miopenFloat)),
                                          testing::Values(miopenConvolutionAlgoImplicitGEMM),
                                          testing::ValuesIn(GetConvFullTestCases(miopenFloat))));

// High Tol tests
INSTANTIATE_TEST_SUITE_P(
    Full,
    GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrwHighTol_FP16,
    testing::Combine(testing::Values(GetHighTolTestParams(miopenHalf)),
                     testing::Values(miopenConvolutionAlgoImplicitGEMM),
                     testing::ValuesIn(GetConvHighTolTestCases(miopenHalf))));

INSTANTIATE_TEST_SUITE_P(
    Full,
    GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrwHighTol_BFP16,
    testing::Combine(testing::Values(GetHighTolTestParams(miopenBFloat16)),
                     testing::Values(miopenConvolutionAlgoImplicitGEMM),
                     testing::ValuesIn(GetConvHighTolTestCases(miopenBFloat16))));

INSTANTIATE_TEST_SUITE_P(
    Full,
    GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrwHighTol_FP32,
    testing::Combine(testing::Values(GetHighTolTestParams(miopenFloat)),
                     testing::Values(miopenConvolutionAlgoImplicitGEMM),
                     testing::ValuesIn(GetConvHighTolTestCases(miopenFloat))));

// Device applicability test
INSTANTIATE_TEST_SUITE_P(
    Smoke,
    CPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCDevApplicabilityWrw_NONE,
    testing::Combine(testing::Values(GetSmokeTestParams(miopenFloat)),
                     testing::Values(GetConvSmokeTestCases(miopenFloat)[0])));