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/*******************************************************************************
*
* MIT License
*
* Copyright (c) 2023 Advanced Micro Devices, Inc.
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*
*******************************************************************************/
#include <miopen/miopen.h>
#include <gtest/gtest.h>
#include <miopen/miopen.h>
#include "../conv2d.hpp"
#include "get_handle.hpp"
namespace env = miopen::env;
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>>
{
};
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:
case miopenBFloat8:
case miopenInt8:
case miopenBFloat16:
case miopenInt32:
case miopenInt64:
case miopenDouble:
FAIL() << "miopenHalf, miopenInt8, miopenBFloat16, miopenInt32, miopenDouble "
"data type not supported by "
"conv_trans test";
default: params = GPU_conv_trans_FP32::GetParam();
}
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" ||
miopen::StartsWith(devName, "gfx94") || miopen::StartsWith(devName, "gfx103") ||
miopen::StartsWith(devName, "gfx110"))
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";
const std::vector<std::string> test_cases = {
// 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
};
return test_cases;
}
} // 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")));
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