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

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#include <miopen/miopen.h>
#include <gtest/gtest.h>
#include <miopen/miopen.h>
#include "../conv2d.hpp"
#include "get_handle.hpp"
#include "gtest_common.hpp"

namespace conv_trans {

void GetArgs(const std::string& param, std::vector<std::string>& tokens)
{
    std::stringstream ss(param);
    std::istream_iterator<std::string> begin(ss);
    std::istream_iterator<std::string> end;
    while(begin != end)
        tokens.push_back(*begin++);
}

class GPU_conv_trans_FP32 : public testing::TestWithParam<std::vector<std::string>>
{
    MIOPEN_DECLARE_GTEST_USES_TEST_DRIVE();
};

void Run2dDriver(miopenDataType_t prec)
{

    std::vector<std::string> params;
    switch(prec)
    {
    case miopenFloat: params = GPU_conv_trans_FP32::GetParam(); break;

    case miopenHalf:
    case miopenFloat8_fnuz:
    case miopenBFloat8_fnuz:
    case miopenInt8:
    case miopenBFloat16:
    case miopenInt32:
    case miopenInt64:
    case miopenDouble:
        FAIL() << "miopenHalf, miopenInt8, miopenBFloat16, miopenInt32, miopenDouble "
                  "data type not supported by "
                  "conv_trans test";
    }

    for(const auto& test_value : params)
    {
        std::vector<std::string> tokens;
        GetArgs(test_value, tokens);
        std::vector<const char*> ptrs;

        std::transform(tokens.begin(), tokens.end(), std::back_inserter(ptrs), [](const auto& str) {
            return str.data();
        });

        testing::internal::CaptureStderr();
        test_drive<conv2d_driver>(ptrs.size(), ptrs.data(), "test_conv2d");
        auto capture = testing::internal::GetCapturedStderr();
        std::cout << capture;
    }
};

bool IsTestSupportedForDevice(const miopen::Handle& handle)
{
    std::string devName = handle.GetDeviceName();
    if(devName == "gfx900" || devName == "gfx906" || devName == "gfx908" || devName == "gfx90a" ||
       devName == "gfx942" || miopen::StartsWith(devName, "gfx103") ||
       miopen::StartsWith(devName, "gfx110") || miopen::StartsWith(devName, "gfx115"))
        return true;
    else
        return false;
}

std::vector<std::string> GetTestCases(const std::string& precision)
{
    std::string flags = " --verbose " + precision + " ";

    std::string psd0 = " --pads_strides_dilations 0 0 1 1 1 1";
    std::string psd1 = " --pads_strides_dilations 0 0 2 2 1 1";
    std::string psd2 = " --pads_strides_dilations 2 2 1 1 1 1";

    std::string cmode_t = " --cmode trans";
    std::string pmode_d = " --pmode	default";
    std::string pmode_s = " --pmode	same";
    std::string pmode_v = " --pmode	valid";

    std::string gc_2  = " --group-count 2";
    std::string gc_3  = " --group-count 3";
    std::string gc_4  = " --group-count 4";
    std::string gc_8  = " --group-count 8";
    std::string gc_32 = " --group-count 32";

    return {
        // clang-format off
    {flags + "--input	8	128	28	28	--weights	128	128	1	1" + psd0 + cmode_t + pmode_d},
    {flags + "--input	8	256	28	28	--weights	256	256	1	1" + psd0 + cmode_t + pmode_s},
    {flags + "--input	8	32	28	28	--weights	32	32	5	5" + psd1 + cmode_t + pmode_d},
    {flags + "--input	8	512	14	14	--weights	512	512	1	1" + psd1 + cmode_t + pmode_s},
    {flags + "--input	8	512	4	4	--weights	512	512	1	1" + psd0 + cmode_t + pmode_v},
    {flags + "--input	8	64	56	56	--weights	64	64	1	1" + psd1 + cmode_t + pmode_v},
    {flags + "--input	100	3	64	64	--weights	3	3	1	1" + psd2 + cmode_t + pmode_d},
    {flags + "--input	100	6	4	4	--weights	6	4	1	1" + psd2 + cmode_t + pmode_d},
    {flags + "--input	8	128	28	28	--weights	128	16	1	1" + psd0 + cmode_t + pmode_d + gc_8},
    {flags + "--input	8	256	28	28	--weights	256	64	1	1" + psd0 + cmode_t + pmode_s + gc_4},
    {flags + "--input	8	32	28	28	--weights	32	1	5	5" + psd1 + cmode_t + pmode_d + gc_32},
    {flags + "--input	8	512	14	14	--weights	512	16	1	1" + psd1 + cmode_t + pmode_s + gc_32},
    {flags + "--input	8	512	4	4	--weights	512	16	1	1" + psd0 + cmode_t + pmode_v + gc_32},
    {flags + "--input	8	64	56	56	--weights	64	2	1	1" + psd1 + cmode_t + pmode_v + gc_32},
    {flags + "--input	100	3	64	64	--weights	3	3	1	1" + psd2 + cmode_t + pmode_d + gc_3},
    {flags + "--input	100	6	4	4	--weights	6	4	1	1" + psd2 + cmode_t + pmode_d + gc_2}
        // clang-format on
    };
}

} // namespace conv_trans
using namespace conv_trans;

TEST_P(GPU_conv_trans_FP32, FloatTest_conv_trans)
{
    const auto& handle = get_handle();
    if(IsTestSupportedForDevice(handle))
    {
        Run2dDriver(miopenFloat);
    }
    else
    {
        GTEST_SKIP();
    }
};

INSTANTIATE_TEST_SUITE_P(Full, GPU_conv_trans_FP32, testing::Values(GetTestCases("--float")));