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/*******************************************************************************
*
* MIT License
*
* Copyright (c) 2024 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 "../conv2d.hpp"
#include <miopen/miopen.h>
#include <gtest/gtest_common.hpp>
#include <gtest/gtest.h>
#include <miopen/env.hpp>
#include "get_handle.hpp"
MIOPEN_DECLARE_ENV_VAR_STR(MIOPEN_TEST_FLAGS_ARGS)
namespace env = miopen::env;
namespace conv_extra {
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++);
}
std::vector<std::string> GetTestCases(const std::string& float_arg)
{
const std::string cmd = "test_conv2d ";
const std::string cmd_v = cmd + "--verbose";
const std::string default_float_arg = " --float";
const std::string cmd_v_float = cmd_v + default_float_arg;
std::string flag_arg = env::value(MIOPEN_TEST_FLAGS_ARGS);
// clang-format off
std::vector<std::string> common_test_cases{
{cmd + float_arg + " --input 16 3 64 128 --weights 96 3 11 11 --pads_strides_dilations 0 0 1 1 1 1 " + flag_arg},
{cmd + float_arg + " --input 16 3 32 32 --weights 96 3 11 11 --pads_strides_dilations 0 0 2 2 1 1 " + flag_arg},
{cmd + float_arg + " --input 16 3 64 128 --weights 96 3 11 11 --pads_strides_dilations 5 5 2 2 1 1 " + flag_arg},
{cmd + float_arg + " --input 16 3 32 32 --weights 96 3 11 11 --pads_strides_dilations 5 5 2 2 1 1 " + flag_arg},
{cmd + float_arg + " --input 2 16 1024 2048 --weights 32 16 3 3 --pads_strides_dilations 0 0 1 1 1 1 " + flag_arg},
{cmd + float_arg + " --input 2 16 1024 2048 --weights 32 16 3 3 --pads_strides_dilations 1 1 1 1 1 1 " + flag_arg},
{cmd + float_arg + " --input 2 16 3072 3072 --weights 32 16 3 3 --pads_strides_dilations 0 0 2 2 1 1 " + flag_arg},
{cmd + float_arg + " --input 2 16 3072 3072 --weights 32 16 3 3 --pads_strides_dilations 2 2 2 2 1 1 " + flag_arg},
{cmd + float_arg + " --input 128 320 1 7 --weights 256 320 1 1 --pads_strides_dilations 0 0 1 1 1 1 " + flag_arg},
{cmd + float_arg + " --input 128 1024 1 7 --weights 2048 1024 1 1 --pads_strides_dilations 1 1 1 1 1 1 " + flag_arg},
{cmd + float_arg + " --input 352 192 7 1 --weights 320 192 1 1 --pads_strides_dilations 0 0 1 1 1 1 " + flag_arg},
{cmd + float_arg + " --input 352 16 7 1 --weights 32 16 1 1 --pads_strides_dilations 2 2 1 1 1 1 " + flag_arg}
};
if (float_arg == "--float")
{
std::vector<std::string> test_cases = {
// {cmd_v_float + " --input 1 1 1 1 --weights 1 1 2 2 --pads_strides_dilations 0 0 3 3 1 1"},
{cmd_v_float + " --input 4 1 161 700 --weights 4 1 5 20 --pads_strides_dilations 0 0 2 2 1 1"},
{cmd_v_float + " --input 4 1 161 700 --weights 4 1 5 20 --pads_strides_dilations 0 0 2 2 1 1"},
{cmd_v_float + " --input 4 32 79 341 --weights 4 32 5 10 --pads_strides_dilations 0 0 2 2 1 1"},
{cmd_v_float + " --input 4 32 79 341 --weights 4 32 5 10 --pads_strides_dilations 0 0 2 2 1 1"},
{cmd_v_float + " --input 4 3 227 227 --weights 4 3 11 11 --pads_strides_dilations 0 0 4 4 1 1"},
{cmd_v_float + " --input 4 3 224 224 --weights 4 3 11 11 --pads_strides_dilations 2 2 4 4 1 1"},
{cmd_v_float + " --input 16 1 48 480 --weights 16 1 3 3 --pads_strides_dilations 1 1 1 1 1 1"},
// Forward disabled since FFT fails verification for the forward direction
{cmd_v_float + " --input 32 64 27 27 --weights 192 64 5 5 --pads_strides_dilations 2 2 1 1 1 1 --disable-forward"},
// {cmd_v_float + " --input 4 64 14 14 --weights 24 64 5 5 --pads_strides_dilations 2 2 1 1 1 1"},
{cmd_v_float + " --input 4 96 14 14 --weights 32 96 5 5 --pads_strides_dilations 2 2 1 1 1 1"},
{cmd_v_float + " --input 4 16 14 14 --weights 4 16 5 5 --pads_strides_dilations 2 2 1 1 1 1"},
{cmd_v_float + " --input 4 32 14 14 --weights 4 32 5 5 --pads_strides_dilations 2 2 1 1 1 1"}
};
test_cases.insert(test_cases.end(), common_test_cases.begin(), common_test_cases.end());
return test_cases;
}
else
{
return common_test_cases;
}
// clang-format on
}
using TestCase = decltype(GetTestCases(""))::value_type;
class GPU_conv_extra_FP32 : public testing::TestWithParam<std::vector<TestCase>>
{
};
class GPU_conv_extra_FP16 : public testing::TestWithParam<std::vector<TestCase>>
{
};
class GPU_conv_extra_BFP16 : public testing::TestWithParam<std::vector<TestCase>>
{
};
class GPU_conv_extra_I8 : public testing::TestWithParam<std::vector<TestCase>>
{
};
bool IsTestSupportedForDevice()
{
using namespace miopen::debug;
using e_mask = enabled<Gpu::gfx94X, Gpu::gfx103X, Gpu::gfx110X>;
using d_mask = disabled<Gpu::Default>;
return ::IsTestSupportedForDevMask<d_mask, e_mask>();
}
void Run2dDriver(void)
{
if(!IsTestSupportedForDevice())
{
GTEST_SKIP();
}
std::vector<std::string> params = GPU_conv_extra_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());
auto capture = testing::internal::GetCapturedStderr();
std::cout << capture;
}
};
} // namespace conv_extra
using namespace conv_extra;
TEST_P(GPU_conv_extra_FP32, FloatTest_conv_extra) { Run2dDriver(); };
INSTANTIATE_TEST_SUITE_P(Full, GPU_conv_extra_FP32, testing::Values(GetTestCases("--float")));
TEST_P(GPU_conv_extra_FP16, HalfTest_conv_extra) { Run2dDriver(); };
INSTANTIATE_TEST_SUITE_P(Full, GPU_conv_extra_FP16, testing::Values(GetTestCases("--half")));
TEST_P(GPU_conv_extra_BFP16, bHalfTest_conv_extra) { Run2dDriver(); };
INSTANTIATE_TEST_SUITE_P(Full, GPU_conv_extra_BFP16, testing::Values(GetTestCases("--bfloat16")));
TEST_P(GPU_conv_extra_I8, Int8Test_conv_extra) { Run2dDriver(); };
INSTANTIATE_TEST_SUITE_P(Full, GPU_conv_extra_I8, testing::Values(GetTestCases("--int8")));
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