test_conv_embed_db (ctest -> gtest) #2168
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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 "conv_common.hpp" | ||
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| template <class T> | ||
| struct conv2d_driver : conv_driver<T> | ||
| { | ||
| conv2d_driver() : conv_driver<T>() | ||
| { | ||
| this->add(this->input_dims, "input"); | ||
| this->add(this->weight_tensor_dims, "weights"); | ||
| this->add(this->batch_size, | ||
| "batch_size", | ||
| this->generate_data_limited(this->get_batch_sizes(), 1)); | ||
| this->add(this->input_channels, | ||
| "input_channels", | ||
| this->generate_data_limited(this->get_input_channels(), 1, {32})); | ||
| this->add(this->output_channels, | ||
| "output_channels", | ||
| this->generate_data_limited(this->get_output_channels(), 1, {64})); | ||
| this->add(this->spatial_dim_elements, | ||
| "spatial_dim_elements", | ||
| this->generate_data_limited(this->get_2d_spatial_dims(), 1, {28, 28})); | ||
| this->add(this->filter_dims, | ||
| "filter_dims", | ||
| this->generate_data_limited(this->get_2d_filter_dims(), 2, {3, 3})); | ||
| this->add(this->pads_strides_dilations, | ||
| "pads_strides_dilations", | ||
| this->generate_data_limited(this->get_2d_pads_strides_dilations(), 2)); | ||
| this->add(this->trans_output_pads, | ||
| "trans_output_pads", | ||
| this->generate_data(this->get_2d_trans_output_pads())); | ||
| this->add(this->in_layout, "in_layout", this->generate_data({"NCHW"})); | ||
| this->add(this->fil_layout, "fil_layout", this->generate_data({"NCHW"})); | ||
| this->add(this->out_layout, "out_layout", this->generate_data({"NCHW"})); | ||
| this->add(this->deterministic, "deterministic", this->generate_data({false})); | ||
| this->add(this->tensor_vect, "tensor_vect", this->generate_data({0})); | ||
| this->add(this->vector_length, "vector_length", this->generate_data({1})); | ||
| // Only valid for int8 input and weights | ||
| this->add(this->output_type, "output_type", this->generate_data({"int32"})); | ||
| this->add(this->int8_vectorize, "int8_vectorize", this->generate_data({false})); | ||
| } | ||
|
There was a problem hiding this comment. This is partial copy of test/conv2d.cpp. Please do not make copies of existing code, refactor instead. There was a problem hiding this comment. [notice] Copying the code is the worst thing that we can do from the maintenance point of view. There was a problem hiding this comment.
Refactored by moving common code to conv_common.hpp There was a problem hiding this comment. This is 2D-specific and should not be moved there. There was a problem hiding this comment.
Reverted and re-refactored conv2d_driver related changes. This may look out of the place since the header is in test/gtest and this file is in test/. All previous conv2d CTest cases may be refactored by using this header as we continue moving toward gTest, There was a problem hiding this comment. @xinlipn Yeah, Please rename this header to test/conv2d.hpp.
Moving code from test/ to test/gtest/ is a separate task. Let's do that later, separately. There was a problem hiding this comment. [Notice] Not resolved yet. Let's either fix or discuss. |
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| }; | ||
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| #include <tuple> | ||
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| #include <miopen/miopen.h> | ||
| #include <gtest/gtest.h> | ||
| #include "conv_2d.hpp" | ||
| #include "get_handle.hpp" | ||
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| using TestCase = std::tuple<std::vector<std::string>, std::string>; | ||
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| enum class Precision | ||
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| { | ||
| Float, | ||
| Half, | ||
| Int8, | ||
| BFloat16 | ||
| }; | ||
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| std::string GetFloatArg() | ||
| { | ||
| static const auto tmp = std::getenv("MIOPEN_TEST_FLOAT_ARG"); | ||
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| if(tmp == nullptr) | ||
| { | ||
| return ""; | ||
| } | ||
| return tmp; | ||
| }; | ||
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| std::vector<std::string> GetEnvVars(const std::vector<std::string>& check_vars) | ||
| { | ||
| std::vector<std::string> vars = {}; | ||
| for(const auto& cvar : check_vars) | ||
| { | ||
| static const auto tmp = std::getenv(cvar.c_str()); | ||
| if(tmp != nullptr) | ||
| { | ||
| vars.push_back(cvar + "=0"); | ||
| } | ||
| } | ||
| return vars; | ||
| }; | ||
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| void GetArgs(const TestCase& param, std::vector<std::string>& tokens) | ||
| { | ||
| auto env_vars = std::get<0>(param); | ||
| for(auto& elem : env_vars) | ||
| { | ||
| putenv(elem.data()); | ||
| } | ||
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| auto cmd = std::get<1>(param); | ||
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| std::stringstream ss(cmd); | ||
| std::istream_iterator<std::string> begin(ss); | ||
| std::istream_iterator<std::string> end; | ||
| while(begin != end) | ||
| tokens.push_back(*begin++); | ||
| } | ||
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| class Conv2dHalf : public testing::TestWithParam<std::vector<TestCase>> | ||
| { | ||
| }; | ||
| class Conv2dInt8 : public testing::TestWithParam<std::vector<TestCase>> | ||
| { | ||
| }; | ||
| class Conv2dBFloat16 : public testing::TestWithParam<std::vector<TestCase>> | ||
| { | ||
| }; | ||
| class Conv2dFloat : public testing::TestWithParam<std::vector<TestCase>> | ||
| { | ||
| }; | ||
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| void Run2dDriver(Precision prec) | ||
| { | ||
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| std::vector<TestCase> params; | ||
| switch(prec) | ||
| { | ||
| case Precision::Float: params = Conv2dFloat::GetParam(); break; | ||
| case Precision::Half: params = Conv2dHalf::GetParam(); break; | ||
| case Precision::Int8: params = Conv2dInt8::GetParam(); break; | ||
| case Precision::BFloat16: params = Conv2dBFloat16::GetParam(); break; | ||
| default: params = Conv2dFloat::GetParam(); | ||
| } | ||
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| for(const auto& test_value : params) | ||
| { | ||
| std::vector<std::string> tokens; | ||
| GetArgs(test_value, tokens); | ||
| std::vector<const char*> ptrs; | ||
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| std::transform(tokens.begin(), tokens.end(), std::back_inserter(ptrs), [](const auto& str) { | ||
| return str.data(); | ||
| }); | ||
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| testing::internal::CaptureStderr(); | ||
| test_drive<conv2d_driver>(ptrs.size(), ptrs.data()); | ||
| auto capture = testing::internal::GetCapturedStderr(); | ||
| EXPECT_FALSE(capture.find("Perf Db: record not found") != std::string::npos); | ||
| } | ||
| }; | ||
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| TEST_P(Conv2dFloat, FloatTest) | ||
| { | ||
| #if MIOPEN_EMBED_DB | ||
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| const auto& handle = get_handle(); | ||
| if(!miopen::StartsWith(handle.GetDeviceName(), "gfx906") || GetFloatArg() != "--float") | ||
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| { | ||
| GTEST_SKIP(); | ||
| } | ||
| else | ||
| { | ||
| Run2dDriver(Precision::Float); | ||
| } | ||
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| #else | ||
| GTEST_SKIP(); | ||
| #endif | ||
| }; | ||
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| TEST_P(Conv2dHalf, HalfTest) | ||
| { | ||
| #if MIOPEN_EMBED_DB | ||
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| const auto& handle = get_handle(); | ||
| if(!miopen::StartsWith(handle.GetDeviceName(), "gfx906") || GetFloatArg() != "--half") | ||
| { | ||
| GTEST_SKIP(); | ||
| } | ||
| else | ||
| { | ||
| Run2dDriver(Precision::Half); | ||
| } | ||
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| #else | ||
| GTEST_SKIP(); | ||
| #endif | ||
| }; | ||
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| TEST_P(Conv2dInt8, Int8Test) | ||
| { | ||
| #if MIOPEN_EMBED_DB | ||
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| const auto& handle = get_handle(); | ||
| if(!miopen::StartsWith(handle.GetDeviceName(), "gfx906") || GetFloatArg() != "--int8") | ||
| { | ||
| GTEST_SKIP(); | ||
| } | ||
| else | ||
| { | ||
| Run2dDriver(Precision::Int8); | ||
| } | ||
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| #else | ||
| GTEST_SKIP(); | ||
| #endif | ||
| }; | ||
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| TEST_P(Conv2dBFloat16, BFloat16Test) | ||
| { | ||
| #if MIOPEN_EMBED_DB | ||
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| const auto& handle = get_handle(); | ||
| if(!miopen::StartsWith(handle.GetDeviceName(), "gfx906") || GetFloatArg() != "--bfloat16") | ||
| { | ||
| GTEST_SKIP(); | ||
| } | ||
| else | ||
| { | ||
| Run2dDriver(Precision::BFloat16); | ||
| } | ||
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| #else | ||
| GTEST_SKIP(); | ||
| #endif | ||
| }; | ||
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| std::vector<TestCase> GetTestCases(const std::string& precision) | ||
| { | ||
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| std::vector<std::string> winograd = {"MIOPEN_DEBUG_AMD_WINOGRAD_RXS_F3X2"}; | ||
| std::vector<std::string> igemm_wrw = {"MIOPEN_DEBUG_AMD_WINOGRAD_RXS_F3X2", | ||
| "MIOPEN_DEBUG_CONV_IMPLICIT_GEMM_HIP_WRW_4R1"}; | ||
| std::vector<std::string> igemm_fwd = {"MIOPEN_DEBUG_AMD_WINOGRAD_RXS_F3X2", | ||
| "MIOPEN_DEBUG_CONV_IMPLICIT_GEMM_HIP_FWD_4R1"}; | ||
| std::vector<std::string> igemm_fwd_wrw = {"MIOPEN_DEBUG_AMD_WINOGRAD_RXS_F3X2", | ||
| "MIOPEN_DEBUG_CONV_IMPLICIT_GEMM_HIP_FWD_4R1", | ||
| "MIOPEN_DEBUG_CONV_IMPLICIT_GEMM_HIP_WRW_4R1"}; | ||
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| const std::vector<TestCase> test_cases = { | ||
| // clang-format off | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(igemm_wrw), precision + | ||
| " --disable-validation --verbose --input 128 1024 14 14 --weights 2048 1024 1 1 --pads_strides_dilations 0 0 2 2 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(igemm_fwd), precision + | ||
| " --disable-validation --verbose --input 128 1024 14 14 --weights 256 1024 1 1 --pads_strides_dilations 0 0 1 1 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(igemm_wrw), precision + | ||
| " --disable-validation --verbose --input 128 1024 14 14 --weights 512 1024 1 1 --pads_strides_dilations 0 0 2 2 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(winograd), precision + | ||
| " --disable-validation --verbose --input 128 128 28 28 --weights 128 128 3 3 --pads_strides_dilations 1 1 1 1 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(igemm_wrw), precision + | ||
| " --disable-validation --verbose --input 128 1024 14 14 --weights 512 1024 1 1 --pads_strides_dilations 0 0 2 2 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(igemm_fwd_wrw), precision + | ||
| " --disable-validation --verbose --input 128 128 28 28 --weights 512 128 1 1 --pads_strides_dilations 0 0 1 1 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(igemm_fwd_wrw), precision + | ||
| " --disable-validation --verbose --input 128 2048 7 7 --weights 512 2048 1 1 --pads_strides_dilations 0 0 1 1 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(igemm_fwd), precision + | ||
| " --disable-validation --verbose --input 128 256 14 14 --weights 1024 256 1 1 --pads_strides_dilations 0 0 1 1 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(igemm_wrw), precision + | ||
| " --disable-validation --verbose --input 128 256 14 14 --weights 256 256 3 3 --pads_strides_dilations 1 1 1 1 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(igemm_fwd_wrw), precision + | ||
| " --disable-validation --verbose --input 128 256 56 56 --weights 128 256 1 1 --pads_strides_dilations 0 0 2 2 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(winograd), precision + | ||
| " --disable-validation --verbose --input 128 256 56 56 --weights 512 256 1 1 --pads_strides_dilations 0 0 2 2 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(igemm_fwd_wrw), precision + | ||
| " --disable-validation --verbose --input 128 256 56 56 --weights 64 256 1 1 --pads_strides_dilations 0 0 1 1 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(winograd), precision + | ||
| " --disable-validation --verbose --input 128 3 230 230 --weights 64 3 7 7 --pads_strides_dilations 0 0 2 2 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(igemm_fwd_wrw), precision + | ||
| " --disable-validation --verbose --input 128 512 28 28 --weights 1024 512 1 1 --pads_strides_dilations 0 0 2 2 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(igemm_fwd_wrw), precision + | ||
| " --disable-validation --verbose --input 128 512 28 28 --weights 128 512 1 1 --pads_strides_dilations 0 0 1 1 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(igemm_fwd), precision + | ||
| " --disable-validation --verbose --input 128 512 28 28 --weights 256 512 1 1 --pads_strides_dilations 0 0 2 2 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(igemm_fwd_wrw), precision + | ||
| " --disable-validation --verbose --input 128 512 7 7 --weights 2048 512 1 1 --pads_strides_dilations 0 0 1 1 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(igemm_wrw), precision + | ||
| " --disable-validation --verbose --input 128 512 7 7 --weights 512 512 3 3 --pads_strides_dilations 1 1 1 1 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(igemm_fwd_wrw), precision + | ||
| " --disable-validation --verbose --input 128 64 56 56 --weights 256 64 1 1 --pads_strides_dilations 0 0 1 1 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(igemm_fwd_wrw), precision + | ||
| " --disable-validation --verbose --input 128 64 56 56 --weights 64 64 1 1 --pads_strides_dilations 0 0 1 1 1 1"), | ||
| std::make_tuple<std::vector<std::string>, std::string>(GetEnvVars(igemm_wrw), precision + | ||
| " --disable-validation --verbose --input 128 64 56 56 --weights 64 64 3 3 --pads_strides_dilations 1 1 1 1 1 1") | ||
| // clang-format on | ||
| }; | ||
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| return test_cases; | ||
| } | ||
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| INSTANTIATE_TEST_SUITE_P(Conv2dGroup, Conv2dFloat, testing::Values(GetTestCases("--float"))); | ||
| INSTANTIATE_TEST_SUITE_P(Conv2dGroup, Conv2dHalf, testing::Values(GetTestCases("--half"))); | ||
| INSTANTIATE_TEST_SUITE_P(Conv2dGroup, Conv2dInt8, testing::Values(GetTestCases("--int8"))); | ||
| INSTANTIATE_TEST_SUITE_P(Conv2dGroup, Conv2dBFloat16, testing::Values(GetTestCases("--bfloat16"))); | ||
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There was a problem hiding this comment. Test names should reflect that the test is intended for a library configuration with embedded databases. There was a problem hiding this comment.
@atamazov Test names have been updated. Could you resolve conversation if this has been resolved? |
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@JehandadKhan [Notice] just in case - it seems that this code is working, but actually it should be
if(NOT MIOPEN_EMBED_DB STREQUAL "")here.There was a problem hiding this comment.
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@atamazov , I have been thinking if this line would be necessary in this case
https://github.com/ROCmSoftwarePlatform/MIOpen/blob/29afc6d0d4d98a2e821a420ac3613d74d51b9b9b/test/gtest/conv_embed_db.cpp#L105