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[tests] convert test_conv_igemm_mlir_fwd to gTest (#2291)
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,189 @@ | ||
| /******************************************************************************* | ||
| * | ||
| * 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> | ||
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| #include <miopen/miopen.h> | ||
| #include <gtest/gtest.h> | ||
| #include <miopen/miopen.h> | ||
| #include "../conv2d.hpp" | ||
| #include "get_handle.hpp" | ||
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| using TestCase = std::tuple<std::vector<std::string>, std::string>; | ||
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| MIOPEN_DECLARE_ENV_VAR(MIOPEN_TEST_GPU_XNACK_ENABLED) | ||
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| static bool SkipTest(void) { return miopen::IsEnabled(MIOPEN_TEST_GPU_XNACK_ENABLED{}); } | ||
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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 Conv2dFloat : public testing::TestWithParam<std::vector<TestCase>> | ||
| { | ||
| }; | ||
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| void Run2dDriver(miopenDataType_t prec) | ||
| { | ||
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| std::vector<TestCase> params; | ||
| switch(prec) | ||
| { | ||
| case miopenFloat: params = Conv2dFloat::GetParam(); break; | ||
| case miopenHalf: | ||
| case miopenInt8: | ||
| case miopenBFloat16: | ||
| case miopenInt8x4: | ||
| case miopenInt32: | ||
| case miopenDouble: | ||
| case miopenFloat8: | ||
| case miopenBFloat8: | ||
| FAIL() << "miopenHalf, miopenInt8, miopenBFloat16, miopenInt8x4, miopenInt32, " | ||
| "miopenDouble, miopenFloat8, miopenBFloat8 " | ||
| "data type not supported by conv_igemm_dynamic test"; | ||
|
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| 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 std::string& str) { return str.data(); }); | ||
|
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| testing::internal::CaptureStderr(); | ||
| test_drive<conv2d_driver>(ptrs.size(), ptrs.data()); | ||
| auto capture = testing::internal::GetCapturedStderr(); | ||
| std::cout << capture; | ||
| } | ||
| }; | ||
|
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| bool IsTestSupportedForDevice(const miopen::Handle& handle) | ||
| { | ||
| std::string devName = handle.GetDeviceName(); | ||
| if(devName == "gfx900" || devName == "gfx906") | ||
| return true; | ||
| else | ||
| return false; | ||
| } | ||
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| TEST_P(Conv2dFloat, FloatTest) | ||
| { | ||
| const auto& handle = get_handle(); | ||
| if(IsTestSupportedForDevice(handle) && !SkipTest()) | ||
| { | ||
| Run2dDriver(miopenFloat); | ||
| } | ||
| else | ||
| { | ||
| GTEST_SKIP(); | ||
| } | ||
| }; | ||
|
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| std::vector<TestCase> GetTestCases(const std::string& precision) | ||
| { | ||
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| std::vector<std::string> env = { | ||
| "MIOPEN_FIND_MODE=normal", | ||
| "MIOPEN_DEBUG_FIND_ONLY_SOLVER=ConvAsmImplicitGemmV4R1DynamicFwd"}; | ||
| std::vector<std::string> env_1x1 = { | ||
| "MIOPEN_FIND_MODE=normal", | ||
| "MIOPEN_DEBUG_FIND_ONLY_SOLVER=ConvAsmImplicitGemmV4R1DynamicFwd_1x1"}; | ||
| std::vector<std::string> env_wrw = { | ||
| "MIOPEN_FIND_MODE=normal", | ||
| "MIOPEN_DEBUG_FIND_ONLY_SOLVER=ConvAsmImplicitGemmV4R1DynamicWrw"}; | ||
| std::vector<std::string> env_bwd = { | ||
| "MIOPEN_FIND_MODE=normal", | ||
| "MIOPEN_DEBUG_FIND_ONLY_SOLVER=ConvAsmImplicitGemmV4R1DynamicBwd"}; | ||
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| std::string v = " --verbose"; | ||
| std::string dis_bk_data = " --disable-backward-data"; | ||
| std::string dis_bk_wei = " --disable-backward-weights"; | ||
| std::string dis_fwd = " --disable-forward"; | ||
| std::string dis_vali = " --disable-validation"; | ||
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| const std::vector<TestCase> test_cases = { | ||
| // clang-format off | ||
| #if CODECOV_TEST | ||
| TestCase{env, precision + v + " --input 32 32 17 17 --weights 32 32 1 7 --pads_strides_dilations 0 3 1 1 1 1" + dis_bk_data + dis_bk_wei + dis_vali}, | ||
| TestCase{env_wrw, precision + v + " --input 64 64 28 28 --weights 32 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_data + dis_vali}, | ||
| TestCase{env_bwd, precision + v + " --input 64 64 28 28 --weights 16 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_wei + dis_vali}, | ||
| #else | ||
| TestCase{env, precision + v + " --input 16 16 56 56 --weights 64 16 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_bk_data + dis_bk_wei}, | ||
| TestCase{env, precision + v + " --input 16 64 34 34 --weights 64 64 3 3 --pads_strides_dilations 0 0 1 1 1 1" + dis_bk_data + dis_bk_wei}, | ||
| TestCase{env, precision + v + " --input 32 32 17 17 --weights 32 32 1 7 --pads_strides_dilations 0 3 1 1 1 1" + dis_bk_data + dis_bk_wei}, | ||
| TestCase{env_1x1, precision + v + " --input 16 384 8 8 --weights 64 384 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_bk_data + dis_bk_wei}, | ||
| TestCase{env_wrw, precision + v + " --input 64 64 28 28 --weights 32 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_data}, | ||
| TestCase{env_wrw, precision + v + " --input 16 128 36 36 --weights 32 128 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_data}, | ||
| TestCase{env_bwd, precision + v + " --input 64 64 28 28 --weights 16 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_wei}, | ||
| TestCase{env_bwd, precision + v + " --input 16 128 36 36 --weights 32 128 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_wei}, | ||
| #endif | ||
|
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| #if MIOPEN_TEST_ALL | ||
| //SKIP_UNLESS_ALL | ||
| TestCase{env, precision + v + " --input 64 64 56 56 --weights 256 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_bk_data + dis_bk_wei}, | ||
| TestCase{env, precision + v + " --input 64 256 34 34 --weights 256 256 3 3 --pads_strides_dilations 0 0 1 1 1 1" + dis_bk_data + dis_bk_wei}, | ||
| TestCase{env, precision + v + " --input 128 128 35 35 --weights 128 128 3 3 --pads_strides_dilations 0 0 2 2 1 1" + dis_bk_data + dis_bk_wei}, | ||
| TestCase{env, precision + v + " --input 64 1536 8 8 --weights 256 1536 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_bk_data + dis_bk_wei}, | ||
| TestCase{env, precision + v + " --input 128 48 7 7 --weights 128 48 5 5 --pads_strides_dilations 2 2 1 1 1 1" + dis_bk_data + dis_bk_wei}, | ||
| TestCase{env, precision + v + " --input 128 128 17 17 --weights 128 128 1 7 --pads_strides_dilations 0 3 1 1 1 1" + dis_bk_data + dis_bk_wei}, | ||
| TestCase{env_1x1, precision + v + " --input 128 256 28 28 --weights 128 256 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_bk_data + dis_bk_wei}, | ||
| TestCase{env_1x1, precision + v + " --input 64 1536 8 8 --weights 256 1536 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_bk_data + dis_bk_wei}, | ||
| TestCase{env_1x1, precision + v + " --input 128 768 17 17 --weights 128 768 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_bk_data + dis_bk_wei}, | ||
| TestCase{env_wrw, precision + v + " --input 64 64 56 56 --weights 256 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_data}, | ||
| TestCase{env_wrw, precision + v + " --input 32 128 34 34 --weights 64 128 3 3 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_data}, | ||
| TestCase{env_wrw, precision + v + " --input 128 128 35 35 --weights 128 128 3 3 --pads_strides_dilations 1 1 1 1 1 1" + dis_fwd + dis_bk_data}, | ||
| TestCase{env_wrw, precision + v + " --input 128 256 56 56 --weights 64 256 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_data}, | ||
| TestCase{env_wrw, precision + v + " --input 64 512 28 28 --weights 256 512 1 1 --pads_strides_dilations 0 0 2 2 1 1" + dis_fwd + dis_bk_data}, | ||
| TestCase{env_wrw, precision + v + " --input 64 512 14 14 --weights 256 512 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_data}, | ||
| TestCase{env_bwd, precision + v + " --input 64 64 56 56 --weights 256 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_wei}, | ||
| TestCase{env_bwd, precision + v + " --input 32 128 34 34 --weights 64 128 3 3 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_wei}, | ||
| TestCase{env_bwd, precision + v + " --input 128 128 35 35 --weights 128 128 3 3 --pads_strides_dilations 1 1 1 1 1 1" + dis_fwd + dis_bk_wei}, | ||
| TestCase{env_bwd, precision + v + " --input 128 256 56 56 --weights 64 256 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_wei} | ||
| #endif | ||
| // clang-format on | ||
| }; | ||
| return test_cases; | ||
| } | ||
|
|
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| INSTANTIATE_TEST_SUITE_P(ConvIgemmDynamic, Conv2dFloat, testing::Values(GetTestCases("--float"))); |