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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 <utility>
#include "lstm.hpp"
#include "get_handle.hpp"
#include <gtest/gtest_common.hpp>
#include <gtest/gtest.h>
namespace env = miopen::env;
namespace deepbench_lstm {
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++);
}
auto GetTestCases(std::string precision)
{
std::string flags = "test_lstm --verbose " + precision;
std::string commonFlags =
" --num-layers 1 --in-mode 1 --bias-mode 0 -dir-mode 0 --rnn-mode 0 --flat-batch-fill";
// clang-format off
return std::vector<std::string>{
{flags + " --batch-size 16 --seq-len 25 --vector-len 512 --hidden-size 512" + commonFlags},
{flags + " --batch-size 32 --seq-len 25 --vector-len 512 --hidden-size 512" + commonFlags},
{flags + " --batch-size 64 --seq-len 25 --vector-len 512 --hidden-size 512" + commonFlags},
{flags + " --batch-size 128 --seq-len 25 --vector-len 512 --hidden-size 512" + commonFlags},
{flags + " --batch-size 16 --seq-len 25 --vector-len 1024 --hidden-size 1024" + commonFlags},
{flags + " --batch-size 32 --seq-len 25 --vector-len 1024 --hidden-size 1024" + commonFlags},
{flags + " --batch-size 64 --seq-len 25 --vector-len 1024 --hidden-size 1024" + commonFlags},
{flags + " --batch-size 128 --seq-len 25 --vector-len 1024 --hidden-size 1024" + commonFlags},
{flags + " --batch-size 16 --seq-len 25 --vector-len 2048 --hidden-size 2048" + commonFlags},
{flags + " --batch-size 32 --seq-len 25 --vector-len 2048 --hidden-size 2048" + commonFlags},
{flags + " --batch-size 64 --seq-len 25 --vector-len 2048 --hidden-size 2048" + commonFlags},
{flags + " --batch-size 128 --seq-len 25 --vector-len 2048 --hidden-size 2048" + commonFlags},
{flags + " --batch-size 16 --seq-len 25 --vector-len 4096 --hidden-size 4096" + commonFlags},
{flags + " --batch-size 32 --seq-len 25 --vector-len 4096 --hidden-size 4096" + commonFlags},
{flags + " --batch-size 64 --seq-len 25 --vector-len 4096 --hidden-size 4096" + commonFlags},
{flags + " --batch-size 128 --seq-len 25 --vector-len 4096 --hidden-size 4096" + commonFlags},
{flags + " --batch-size 8 --seq-len 50 --vector-len 1536 --hidden-size 1536" + commonFlags},
{flags + " --batch-size 16 --seq-len 50 --vector-len 1536 --hidden-size 1536" + commonFlags},
{flags + " --batch-size 32 --seq-len 50 --vector-len 1536 --hidden-size 1536" + commonFlags},
{flags + " --batch-size 16 --seq-len 150 --vector-len 256 --hidden-size 256" + commonFlags},
{flags + " --batch-size 32 --seq-len 150 --vector-len 256 --hidden-size 256" + commonFlags},
{flags + " --batch-size 64 --seq-len 150 --vector-len 256 --hidden-size 256" + commonFlags}
};
// clang-format on
}
using TestCase = decltype(GetTestCases({}))::value_type;
class GPU_DeepBench_lstm_FP32 : public testing::TestWithParam<std::vector<TestCase>>
{
};
void Run2dDriverFloat(void)
{
std::vector<std::string> params = GPU_DeepBench_lstm_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<lstm_driver>(ptrs.size(), ptrs.data());
auto capture = testing::internal::GetCapturedStderr();
std::cout << capture;
}
};
} // namespace deepbench_lstm
using namespace deepbench_lstm;
TEST_P(GPU_DeepBench_lstm_FP32, FloatTest_deepbench_lstm) { Run2dDriverFloat(); };
INSTANTIATE_TEST_SUITE_P(Full, GPU_DeepBench_lstm_FP32, testing::Values(GetTestCases("--float")));
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