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

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#include <tuple>
#include <string_view>

#include "gtest_common.hpp"

#include "../conv2d.hpp"

namespace {

auto GetTestCases()
{
    const auto igemm_fwd = std::tuple{std::pair{MIOPEN_FIND_MODE, "normal"},
                                      std::pair{MIOPEN_DEBUG_FIND_ONLY_SOLVER, "ConvMlirIgemmFwd"}};

    const std::string vf     = " --verbose --disable-backward-data --disable-backward-weights";
    const std::string layout = " --in_layout NHWC --fil_layout NHWC --out_layout NHWC";
    const std::string groupCount_4 = " --group-count 4";

    // FWD test cases for precision == "--int8"
    return std::vector{
        // clang-format off
    std::pair{igemm_fwd, vf + " --input 256 1024 14 14 --weights 2048 1024 1 1 --pads_strides_dilations 0 0 2 2 1 1"},
    std::pair{igemm_fwd, vf + " --input 256 128  28 28 --weights 128  128  3 3 --pads_strides_dilations 1 1 1 1 1 1"},
    std::pair{igemm_fwd, vf + " --input 256 128  28 28 --weights 128  128  3 3 --pads_strides_dilations 1 1 1 1 1 1" + layout},
    std::pair{igemm_fwd, vf + " --input 128 512  7  7  --weights 512  512  3 3 --pads_strides_dilations 1 1 1 1 1 1"},
    std::pair{igemm_fwd, vf + " --input 128 512  7  7  --weights 512  512  3 3 --pads_strides_dilations 1 1 1 1 1 1" + layout},
    std::pair{igemm_fwd, vf + " --input 128 64   56 56 --weights 64   64   1 1 --pads_strides_dilations 0 0 1 1 1 1"},
    std::pair{igemm_fwd, vf + " --input 128 64   56 56 --weights 64   64   1 1 --pads_strides_dilations 0 0 1 1 1 1" + layout},
    std::pair{igemm_fwd, vf + " --input 256 256  56 56 --weights 256  64   1 1 --pads_strides_dilations 0 0 1 1 1 1" + groupCount_4}
        // clang-format on
    };
}

using TestCase = decltype(GetTestCases())::value_type;

bool IsTestSupportedForDevice()
{
    using e_mask = enabled<Gpu::gfx103X>;
    using d_mask = disabled<Gpu::gfx900, Gpu::gfx908, Gpu::gfx90A>;
    return ::IsTestSupportedForDevMask<d_mask, e_mask>();
}

} // namespace

class GPU_Conv2dMLIRTestIGemmFwd_FP32 : public FloatTestCase<std::vector<TestCase>>
{
    MIOPEN_DECLARE_GTEST_USES_TEST_DRIVE();
};
class GPU_Conv2dMLIRTestIGemmFwd_FP16 : public HalfTestCase<std::vector<TestCase>>
{
    MIOPEN_DECLARE_GTEST_USES_TEST_DRIVE();
};
class GPU_Conv2dMLIRTestIGemmFwd_I8 : public Int8TestCase<std::vector<TestCase>>
{
    MIOPEN_DECLARE_GTEST_USES_TEST_DRIVE();
};

TEST_P(GPU_Conv2dMLIRTestIGemmFwd_FP32, FloatTest_conv_igemm_mlir_fwd)
{
    if(IsTestSupportedForDevice())
    {
        invoke_with_params<conv2d_driver, GPU_Conv2dMLIRTestIGemmFwd_FP32>(db_check);
    }
    else
    {
        GTEST_SKIP();
    }
};

TEST_P(GPU_Conv2dMLIRTestIGemmFwd_FP16, HalfTest_conv_igemm_mlir_fwd)
{
    if(IsTestSupportedForDevice())
    {
        invoke_with_params<conv2d_driver, GPU_Conv2dMLIRTestIGemmFwd_FP16>(db_check);
    }
    else
    {
        GTEST_SKIP();
    }
};

TEST_P(GPU_Conv2dMLIRTestIGemmFwd_I8, Int8Test_conv_igemm_mlir_fwd)
{
    if(IsTestSupportedForDevice())
    {
        invoke_with_params<conv2d_driver, GPU_Conv2dMLIRTestIGemmFwd_I8>(db_check);
    }
    else
    {
        GTEST_SKIP();
    }
};

// Float for FWD, BWD, WRW
INSTANTIATE_TEST_SUITE_P(Full, GPU_Conv2dMLIRTestIGemmFwd_FP32, testing::Values(GetTestCases()));
// Half for FWD, BWD, WRW
INSTANTIATE_TEST_SUITE_P(Full, GPU_Conv2dMLIRTestIGemmFwd_FP16, testing::Values(GetTestCases()));
// Int8 for FWD
INSTANTIATE_TEST_SUITE_P(Full, GPU_Conv2dMLIRTestIGemmFwd_I8, testing::Values(GetTestCases()));