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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 "get_handle.hpp"
namespace conv_group {
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& precision)
{
std::string cmd_v = "test_conv2d --verbose " + precision;
// clang-format off
return std::vector<std::string>{
{cmd_v + " --input 16 128 56 56 --weights 256 4 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 32"},
{cmd_v + " --input 16 256 56 56 --weights 512 8 3 3 --pads_strides_dilations 1 1 2 2 1 1 --group-count 32"},
{cmd_v + " --input 16 256 28 28 --weights 512 8 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 32"},
{cmd_v + " --input 16 512 28 28 --weights 1024 16 3 3 --pads_strides_dilations 1 1 2 2 1 1 --group-count 32"},
{cmd_v + " --input 16 512 14 14 --weights 1024 16 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 32"},
{cmd_v + " --input 16 1024 14 14 --weights 2048 32 3 3 --pads_strides_dilations 1 1 2 2 1 1 --group-count 32"},
{cmd_v + " --input 16 1024 7 7 --weights 2048 32 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 32"},
{cmd_v + " --input 32 128 56 56 --weights 256 4 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 32"},
{cmd_v + " --input 32 256 56 56 --weights 512 8 3 3 --pads_strides_dilations 1 1 2 2 1 1 --group-count 32"},
//
// Workaround for "Memory access fault by GPU node" during "HIP Release All" - WrW disabled.
{cmd_v + " --input 32 256 28 28 --weights 512 8 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 32 --disable-backward-weights"},
{cmd_v + " --input 32 512 28 28 --weights 1024 16 3 3 --pads_strides_dilations 1 1 2 2 1 1 --group-count 32"},
{cmd_v + " --input 32 512 14 14 --weights 1024 16 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 32"},
{cmd_v + " --input 32 1024 14 14 --weights 2048 32 3 3 --pads_strides_dilations 1 1 2 2 1 1 --group-count 32"},
{cmd_v + " --input 32 1024 7 7 --weights 2048 32 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 32"},
{cmd_v + " --input 4 4 161 700 --weights 32 1 5 20 --pads_strides_dilations 0 0 2 2 1 1 --group-count 4"},
{cmd_v + " --input 8 2 161 700 --weights 32 1 5 20 --pads_strides_dilations 0 0 2 2 1 1 --group-count 2"},
{cmd_v + " --input 16 4 161 700 --weights 32 1 5 20 --pads_strides_dilations 0 0 2 2 1 1 --group-count 4"},
{cmd_v + " --input 32 2 161 700 --weights 32 1 5 20 --pads_strides_dilations 0 0 2 2 1 1 --group-count 2"},
{cmd_v + " --input 4 32 79 341 --weights 32 16 5 10 --pads_strides_dilations 0 0 2 2 1 1 --group-count 2"},
{cmd_v + " --input 8 32 79 341 --weights 32 16 5 10 --pads_strides_dilations 0 0 2 2 1 1 --group-count 2"},
{cmd_v + " --input 16 32 79 341 --weights 32 16 5 10 --pads_strides_dilations 0 0 2 2 1 1 --group-count 2"},
{cmd_v + " --input 32 32 79 341 --weights 32 16 5 10 --pads_strides_dilations 0 0 2 2 1 1 --group-count 2"},
{cmd_v + " --input 16 4 48 480 --weights 16 1 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 4"},
{cmd_v + " --input 16 16 24 240 --weights 32 1 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 16"},
{cmd_v + " --input 16 32 12 120 --weights 64 8 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 4"},
{cmd_v + " --input 16 64 6 60 --weights 128 16 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 4"},
{cmd_v + " --input 8 3 108 108 --weights 63 1 3 3 --pads_strides_dilations 1 1 2 2 1 1 --group-count 3"},
{cmd_v + " --input 8 64 54 54 --weights 64 8 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 8"},
{cmd_v + " --input 8 128 27 27 --weights 128 16 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 8"},
{cmd_v + " --input 8 3 224 224 --weights 63 1 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 3"},
{cmd_v + " --input 8 64 112 112 --weights 128 32 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 2"},
{cmd_v + " --input 16 9 224 224 --weights 63 3 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 3"},
//
// Workaround for "Memory access fault by GPU node" during "FP32 gfx908 Hip Release All subset" - WrW disabled.
{cmd_v + " --input 16 64 112 112 --weights 128 16 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 4 --disable-backward-weights"},
{cmd_v + " --input 16 3 224 224 --weights 63 1 7 7 --pads_strides_dilations 3 3 2 2 1 1 --group-count 3"},
{cmd_v + " --input 16 192 28 28 --weights 32 12 5 5 --pads_strides_dilations 2 2 1 1 1 1 --group-count 16"},
{cmd_v + " --input 16 832 7 7 --weights 128 52 5 5 --pads_strides_dilations 2 2 1 1 1 1 --group-count 16"},
{cmd_v + " --input 16 192 28 28 --weights 32 24 1 1 --pads_strides_dilations 0 0 1 1 1 1 --group-count 8"},
{cmd_v + " --input 16 832 7 7 --weights 128 104 1 1 --pads_strides_dilations 0 0 1 1 1 1 --group-count 8"},
{cmd_v + " --input 11 23 161 700 --weights 46 1 7 7 --pads_strides_dilations 1 1 2 2 1 1 --group-count 23"},
{cmd_v + " --input 8 7 224 224 --weights 63 1 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 7"},
{cmd_v + " --input 8 7 224 224 --weights 63 1 3 3 --pads_strides_dilations 0 0 1 1 1 1 --group-count 7"},
{cmd_v + " --input 8 7 224 224 --weights 63 1 3 3 --pads_strides_dilations 0 0 2 2 1 1 --group-count 7"},
{cmd_v + " --input 8 7 224 224 --weights 63 1 3 3 --pads_strides_dilations 1 1 2 2 1 1 --group-count 7"},
{cmd_v + " --input 8 7 224 224 --weights 63 1 3 3 --pads_strides_dilations 2 2 2 2 1 1 --group-count 7"},
{cmd_v + " --input 8 3 108 108 --weights 63 1 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 3"},
{cmd_v + " --input 8 3 108 108 --weights 63 1 3 3 --pads_strides_dilations 0 0 1 1 1 1 --group-count 3"},
{cmd_v + " --input 8 3 108 108 --weights 63 1 3 3 --pads_strides_dilations 0 0 2 2 1 1 --group-count 3"},
{cmd_v + " --input 8 3 108 108 --weights 63 1 3 3 --pads_strides_dilations 1 1 2 2 1 1 --group-count 3"},
{cmd_v + " --input 8 3 108 108 --weights 63 1 3 3 --pads_strides_dilations 2 2 2 2 1 1 --group-count 3"}
};
// clang-format on
}
using TestCase = decltype(GetTestCases(std::string{}))::value_type;
class GPU_ConvGroup_FP32 : 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_ConvGroup_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_group
using namespace conv_group;
TEST_P(GPU_ConvGroup_FP32, FloatTest_conv_group) { Run2dDriver(); };
INSTANTIATE_TEST_SUITE_P(Full, GPU_ConvGroup_FP32, testing::Values(GetTestCases("--float")));
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