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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 <tuple>
#include <miopen/miopen.h>
#include <gtest/gtest.h>
#include <miopen/miopen.h>
#include <miopen/env.hpp>
#include "get_handle.hpp"
#include "../conv2d.hpp"
namespace conv_embed_db {
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 CPU_ConvEmbedConfig_FP16 : public testing::TestWithParam<std::vector<std::string>>
{
};
class CPU_ConvEmbedConfig_I8 : public testing::TestWithParam<std::vector<std::string>>
{
};
class CPU_ConvEmbedConfig_BFP16 : public testing::TestWithParam<std::vector<std::string>>
{
};
class CPU_ConvEmbedConfig_FP32 : public testing::TestWithParam<std::vector<std::string>>
{
};
void Run2dDriver(miopenDataType_t prec)
{
std::vector<std::string> params;
switch(prec)
{
case miopenFloat: params = CPU_ConvEmbedConfig_FP32::GetParam(); break;
case miopenHalf: params = CPU_ConvEmbedConfig_FP16::GetParam(); break;
case miopenInt8: params = CPU_ConvEmbedConfig_I8::GetParam(); break;
case miopenBFloat16: params = CPU_ConvEmbedConfig_BFP16::GetParam(); break;
case miopenInt64:
case miopenInt32:
case miopenFloat8:
case miopenBFloat8:
case miopenDouble:
FAIL() << "miopenInt32, miopenFloat8, miopenBFloat8, miopenDouble data type "
"not supported by conv_embed_db test";
default: params = CPU_ConvEmbedConfig_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_conv_embed_db");
auto capture = testing::internal::GetCapturedStderr();
EXPECT_FALSE(capture.find("Perf Db: record not found") != std::string::npos);
}
};
bool IsTestSupportedForDevice(const miopen::Handle& handle)
{
std::string devName = handle.GetDeviceName();
if(devName == "gfx900" || devName == "gfx906")
return true;
else
return false;
}
std::vector<std::string> GetTestCases(const std::string& precision)
{
std::string flags = precision + " --disable-validation --verbose ";
const std::vector<std::string> test_cases = {
// clang-format off
{flags + "--input 128 128 28 28 --weights 128 128 3 3 --pads_strides_dilations 1 1 1 1 1 1"},
{flags + "--input 128 256 56 56 --weights 512 256 1 1 --pads_strides_dilations 0 0 2 2 1 1"},
{flags + "--input 128 3 230 230 --weights 64 3 7 7 --pads_strides_dilations 0 0 2 2 1 1"},
{flags + "--input 128 64 56 56 --weights 64 64 3 3 --pads_strides_dilations 1 1 1 1 1 1"},
{flags + "--input 128 256 14 14 --weights 256 256 3 3 --pads_strides_dilations 1 1 1 1 1 1"},
{flags + "--input 128 512 7 7 --weights 512 512 3 3 --pads_strides_dilations 1 1 1 1 1 1"},
{flags + "--input 128 1024 14 14 --weights 512 1024 1 1 --pads_strides_dilations 0 0 2 2 1 1"},
{flags + "--input 128 1024 14 14 --weights 2048 1024 1 1 --pads_strides_dilations 0 0 2 2 1 1"},
{flags + "--input 128 256 14 14 --weights 1024 256 1 1 --pads_strides_dilations 0 0 1 1 1 1"},
{flags + "--input 128 512 28 28 --weights 256 512 1 1 --pads_strides_dilations 0 0 2 2 1 1"},
{flags + "--input 128 1024 14 14 --weights 256 1024 1 1 --pads_strides_dilations 0 0 1 1 1 1"},
{flags + "--input 128 64 56 56 --weights 256 64 1 1 --pads_strides_dilations 0 0 1 1 1 1"},
{flags + "--input 128 64 56 56 --weights 64 64 1 1 --pads_strides_dilations 0 0 1 1 1 1"},
{flags + "--input 128 128 28 28 --weights 512 128 1 1 --pads_strides_dilations 0 0 1 1 1 1"},
{flags + "--input 128 256 56 56 --weights 128 256 1 1 --pads_strides_dilations 0 0 2 2 1 1"},
{flags + "--input 128 256 56 56 --weights 64 256 1 1 --pads_strides_dilations 0 0 1 1 1 1"},
{flags + "--input 128 512 28 28 --weights 1024 512 1 1 --pads_strides_dilations 0 0 2 2 1 1"},
{flags + "--input 128 512 28 28 --weights 128 512 1 1 --pads_strides_dilations 0 0 1 1 1 1"},
{flags + "--input 128 512 7 7 --weights 2048 512 1 1 --pads_strides_dilations 0 0 1 1 1 1"},
{flags + "--input 128 2048 7 7 --weights 512 2048 1 1 --pads_strides_dilations 0 0 1 1 1 1"}
// clang-format on
};
return test_cases;
}
} // namespace conv_embed_db
using namespace conv_embed_db;
TEST_P(CPU_ConvEmbedConfig_FP32, FloatTest_conv_embed_db)
{
#if MIOPEN_EMBED_DB
const auto& handle = get_handle();
if(IsTestSupportedForDevice(handle) && IsTestRunWith("--float"))
{
Run2dDriver(miopenFloat);
}
else
{
GTEST_SKIP();
}
#else
GTEST_SKIP();
#endif
};
TEST_P(CPU_ConvEmbedConfig_FP16, HalfTest_conv_embed_db)
{
#if MIOPEN_EMBED_DB
const auto& handle = get_handle();
if(IsTestSupportedForDevice(handle) && IsTestRunWith("--half"))
{
Run2dDriver(miopenHalf);
}
else
{
GTEST_SKIP();
}
#else
GTEST_SKIP();
#endif
};
TEST_P(CPU_ConvEmbedConfig_I8, Int8Test_conv_embed_db)
{
#if MIOPEN_EMBED_DB
const auto& handle = get_handle();
if(IsTestSupportedForDevice(handle) && IsTestRunWith("--int8"))
{
Run2dDriver(miopenInt8);
}
else
{
GTEST_SKIP();
}
#else
GTEST_SKIP();
#endif
};
TEST_P(CPU_ConvEmbedConfig_BFP16, BFloat16Test_conv_embed_db)
{
#if MIOPEN_EMBED_DB
const auto& handle = get_handle();
if(IsTestSupportedForDevice(handle) && IsTestRunWith("--bfloat16"))
{
Run2dDriver(miopenBFloat16);
}
else
{
GTEST_SKIP();
}
#else
GTEST_SKIP();
#endif
};
INSTANTIATE_TEST_SUITE_P(Full, CPU_ConvEmbedConfig_FP32, testing::Values(GetTestCases("--float")));
INSTANTIATE_TEST_SUITE_P(Full, CPU_ConvEmbedConfig_FP16, testing::Values(GetTestCases("--half")));
INSTANTIATE_TEST_SUITE_P(Full, CPU_ConvEmbedConfig_I8, testing::Values(GetTestCases("--int8")));
INSTANTIATE_TEST_SUITE_P(Full,
CPU_ConvEmbedConfig_BFP16,
testing::Values(GetTestCases("--bfloat16")));
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