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292 lines
12 KiB
C++
292 lines
12 KiB
C++
/*******************************************************************************
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*
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* MIT License
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*
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* Copyright (C) 2019-2022 Advanced Micro Devices, Inc. All rights reserved.
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to deal
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* in the Software without restriction, including without limitation the rights
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* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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* copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in
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* all copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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* SOFTWARE.
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*
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*******************************************************************************/
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#ifndef RUN_GEMM_KERNEL_TEST_HPP_IMPL
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#define RUN_GEMM_KERNEL_TEST_HPP_IMPL
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#include <Tensile/Tensile.hpp>
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#include "GEMMKernelTest.hpp"
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#include "RunGEMMKernelTest.hpp"
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///////////////////////////////////////////////////////////////
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// template<typename DeviceBackend>
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// class RunGEMMKernelTestParams
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///////////////////////////////////////////////////////////////
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template <typename DeviceBackend>
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auto RunGEMMKernelTestParams<DeviceBackend>::TypedTests()
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-> std::vector<std::shared_ptr<TestInterface>>
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{
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static auto testFloat
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= std::make_shared<TypedGEMMKernelTest<ContractionInputs_S_S_S, DeviceBackend>>();
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//static auto testDouble
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// = std::make_shared<TypedGEMMKernelTest<ContractionInputs_D_D_D>>();
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// static auto testCFloat = std::make_shared<TypedGEMMKernelTest<ComplexContractionInputs_S_S_S>>();
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// static auto testCDouble = std::make_shared<TypedGEMMKernelTest<ComplexContractionInputs_D_D_D>>();
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// static auto testInt8x4 = std::make_shared<TypedGEMMKernelTest<ContractionInputs_I8_I32_I32>>();
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// static auto testInt32 = std::make_shared<TypedGEMMKernelTest<ContractionInputs_I32_I32_I32>>();
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// static auto testHalf = std::make_shared<TypedGEMMKernelTest<ContractionInputs_H_H_H>>();
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// #ifdef TENSILE_USE_BF16
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// static auto testBF16 = std::make_shared<TypedGEMMKernelTest<ContractionInputs_B_B_S>>();
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// #endif
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return std::vector<std::shared_ptr<TestInterface>>{
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testFloat,
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// testDouble,
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// testCFloat,
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// testCDouble,
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// testInt8x4,
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// testInt32,
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// testHalf,
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// #ifdef TENSILE_USE_BF16
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// testBF16,
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// #endif
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};
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}
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template <typename DeviceBackend>
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auto RunGEMMKernelTestParams<DeviceBackend>::TestProblems() -> std::vector<ProblemParams>
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{
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return std::vector<ProblemParams>{
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//{false, false, 5760, 5760, 5760, 5760, 5760, 5760, 1.5, 4},
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//{false, true, 5760, 5760, 5760, 5760, 5760, 5760, 1.5, 4},
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//{ true, false, 5760, 5760, 5760, 5760, 5760, 5760, 1.5, 4},
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//{ true, true, 5760, 5760, 5760, 5760, 5760, 5760, 1.5, 4},
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std::make_tuple(false, false, 4, 4, 6, 4, 6, 4, 1.5, 2),
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std::make_tuple(false, true, 4, 4, 6, 4, 4, 4, 1.5, 2),
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std::make_tuple(true, false, 4, 4, 6, 6, 6, 4, 1.5, 2),
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std::make_tuple(true, true, 4, 4, 6, 6, 4, 4, 1.5, 2),
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std::make_tuple(false, false, 15, 15, 15, 15, 15, 15, 1.5, 1),
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std::make_tuple(false, true, 15, 15, 15, 15, 15, 15, 1.5, 1),
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std::make_tuple(true, false, 15, 15, 15, 15, 15, 15, 1.5, 1),
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std::make_tuple(true, true, 15, 15, 15, 15, 15, 15, 1.5, 1),
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std::make_tuple(false, false, 16, 16, 16, 16, 16, 16, 1.5, 1),
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std::make_tuple(false, true, 16, 16, 16, 16, 16, 16, 1.5, 1),
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std::make_tuple(true, false, 16, 16, 16, 16, 16, 16, 1.5, 1),
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std::make_tuple(true, true, 16, 16, 16, 16, 16, 16, 1.5, 1),
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std::make_tuple(false, false, 17, 17, 17, 17, 17, 17, 1.5, 1),
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std::make_tuple(false, true, 17, 17, 17, 17, 17, 17, 1.5, 1),
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std::make_tuple(true, false, 17, 17, 17, 17, 17, 17, 1.5, 1),
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std::make_tuple(true, true, 17, 17, 17, 17, 17, 17, 1.5, 1),
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std::make_tuple(false, false, 31, 31, 31, 31, 31, 31, 1.5, 1),
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std::make_tuple(false, true, 31, 31, 31, 31, 31, 31, 1.5, 1),
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std::make_tuple(true, false, 31, 31, 31, 31, 31, 31, 1.5, 1),
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std::make_tuple(true, true, 31, 31, 31, 31, 31, 31, 1.5, 1),
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std::make_tuple(false, false, 32, 32, 32, 32, 32, 32, 1.5, 1),
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std::make_tuple(false, true, 32, 32, 32, 32, 32, 32, 1.5, 1),
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std::make_tuple(true, false, 32, 32, 32, 32, 32, 32, 1.5, 1),
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std::make_tuple(true, true, 32, 32, 32, 32, 32, 32, 1.5, 1),
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std::make_tuple(false, false, 33, 33, 33, 33, 33, 33, 1.5, 1),
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std::make_tuple(false, true, 33, 33, 33, 33, 33, 33, 1.5, 1),
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std::make_tuple(true, false, 33, 33, 33, 33, 33, 33, 1.5, 1),
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std::make_tuple(true, true, 33, 33, 33, 33, 33, 33, 1.5, 1),
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std::make_tuple(false, false, 34, 34, 34, 34, 34, 34, 1.5, 1),
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std::make_tuple(false, true, 34, 34, 34, 34, 34, 34, 1.5, 1),
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std::make_tuple(true, false, 34, 34, 34, 34, 34, 34, 1.5, 1),
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std::make_tuple(true, true, 34, 34, 34, 34, 34, 34, 1.5, 1),
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std::make_tuple(false, false, 234, 123, 634, 234, 634, 234, 1.5, 1),
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std::make_tuple(false, false, 234, 123, 634, 245, 768, 249, 1.5, 12),
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std::make_tuple(false, true, 234, 123, 634, 245, 768, 249, 1.5, 12),
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std::make_tuple(true, false, 234, 123, 634, 768, 768, 249, 1.5, 12),
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std::make_tuple(true, true, 234, 123, 634, 768, 768, 249, 1.5, 12),
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std::make_tuple(false, false, 1, 4, 6, 1, 6, 1, 1.5, 1),
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std::make_tuple(false, false, 4, 1, 6, 4, 6, 4, 1.5, 1),
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std::make_tuple(false, false, 4, 4, 1, 4, 1, 4, 1.5, 1),
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std::make_tuple(false, true, 1, 4, 6, 1, 4, 1, 1.5, 1),
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std::make_tuple(false, true, 4, 1, 6, 4, 1, 4, 1.5, 1),
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std::make_tuple(false, true, 4, 4, 1, 4, 4, 4, 1.5, 1),
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std::make_tuple(true, false, 1, 4, 6, 6, 6, 1, 1.5, 1),
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std::make_tuple(true, false, 4, 1, 6, 6, 6, 4, 1.5, 1),
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std::make_tuple(true, false, 4, 4, 1, 1, 1, 4, 1.5, 1),
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std::make_tuple(true, true, 1, 4, 6, 6, 4, 1, 1.5, 1),
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std::make_tuple(true, true, 4, 1, 6, 6, 1, 4, 1.5, 1),
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std::make_tuple(true, true, 4, 4, 1, 1, 4, 4, 1.5, 1),
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TestInterface::RandomGEMMParams,
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TestInterface::RandomGEMMParams};
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}
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template <typename DeviceBackend>
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auto RunGEMMKernelTestParams<DeviceBackend>::TestProblemsExtended() -> std::vector<ProblemParams>
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{
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return std::vector<ProblemParams>{
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TestInterface::RandomGEMMParams,
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TestInterface::RandomGEMMParams,
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TestInterface::RandomGEMMParams,
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TestInterface::RandomGEMMParams,
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TestInterface::RandomGEMMParams,
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TestInterface::RandomGEMMParams,
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std::make_tuple(false, true, 1, 128, 256, 1, 270, 49928, 1.5, 1),
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std::make_tuple(false, true, 384, 1, 384, 384, 270, 49928, 1.5, 1),
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std::make_tuple(true, true, 4, 4, 1, 1, 4, 4, 1.5, 1),
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std::make_tuple(false, false, 16328, 384, 384, 16328, 384, 16328, 2.0, 1),
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std::make_tuple(false, true, 16328, 384, 384, 16328, 16328, 16328, 2.0, 1),
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std::make_tuple(true, false, 16328, 384, 384, 384, 384, 16328, 2.0, 1),
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std::make_tuple(true, true, 16328, 384, 384, 384, 16328, 16328, 2.0, 1)};
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}
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template <typename DeviceBackend>
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auto RunGEMMKernelTestParams<DeviceBackend>::TestLibraries_Impl() -> std::vector<SolutionParams>
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{
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bool debug = Debug::Instance().printKernelArguments();
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std::vector<SolutionParams> rv;
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{
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auto library
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= EmbeddedLibrary<ContractionProblem, ContractionSolution>::Get("kernels_lite");
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auto adapter = std::make_shared<SolutionAdapter>(debug, "kernels_lite");
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adapter->loadEmbeddedCodeObjects("kernels_lite");
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rv.emplace_back(library, adapter, false);
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}
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{
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auto library
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= EmbeddedLibrary<ContractionProblem, ContractionSolution>::Get("kernels_lite_mixed");
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auto adapter = std::make_shared<SolutionAdapter>(debug, "kernels_lite_mixed");
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adapter->loadEmbeddedCodeObjects("kernels_lite_mixed");
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rv.emplace_back(library, adapter, true);
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}
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{
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auto library = LoadLibraryFile<ContractionProblem, ContractionSolution>(
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TestData::Instance().file("test_kernels_lite/library/TensileLibrary").native());
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auto adapter = std::make_shared<SolutionAdapter>(debug, "kernels_lite (file)");
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for(auto file : TestData::Instance().glob("test_kernels_lite/library/*.*co"))
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adapter->loadCodeObjectFile(file.native());
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rv.emplace_back(library, adapter, false);
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}
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{
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auto library = LoadLibraryFile<ContractionProblem, ContractionSolution>(
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TestData::Instance().file("test_kernels_lite_mixed/library/TensileLibrary").native());
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auto adapter = std::make_shared<SolutionAdapter>(debug, "kernels_lite_mixed (file)");
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for(auto file : TestData::Instance().glob("test_kernels_lite_mixed/library/*.*co"))
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adapter->loadCodeObjectFile(file.native());
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rv.emplace_back(library, adapter, true);
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}
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{
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auto library = LoadLibraryFile<ContractionProblem, ContractionSolution>(
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TestData::Instance().file("test_tile_aware_selection/library/TensileLibrary").native());
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auto adapter = std::make_shared<SolutionAdapter>(debug, "tile_aware_selection");
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for(auto file : TestData::Instance().glob("test_tile_aware_selection/library/*.*co"))
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adapter->loadCodeObjectFile(file.native());
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for(auto file : TestData::Instance().glob("test_tile_aware_selection/library/*.*hsaco"))
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adapter->loadCodeObjectFile(file.native());
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rv.emplace_back(library, adapter, false);
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}
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auto envDir = TestData::Env("TENSILE_TEST_LIBRARY");
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if(envDir)
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{
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auto library = LoadLibraryFile<ContractionProblem, ContractionSolution>(
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envDir.file("TensileLibrary").native());
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auto adapter = std::make_shared<SolutionAdapter>(debug, "TENSILE_TEST_LIBRARY");
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auto device = std::dynamic_pointer_cast<AMDGPU>(DeviceBackend::getCurrentDevice());
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auto arch = device->processor;
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for(auto file : envDir.glob(concatenate("*-", arch, ".co")))
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{
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adapter->loadCodeObjectFile(file.native());
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}
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for(auto file : envDir.glob(concatenate("*-", arch, ".hsaco")))
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{
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try
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{
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adapter->loadCodeObjectFile(file.native());
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}
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catch(std::logic_error& exc)
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{
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}
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}
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rv.emplace_back(library, adapter, false);
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}
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return rv;
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}
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template <typename DeviceBackend>
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auto RunGEMMKernelTestParams<DeviceBackend>::TestLibraries() -> std::vector<SolutionParams>
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{
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// Prevent the libraries from being loaded twice.
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static auto rv = TestLibraries_Impl();
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return rv;
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}
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template <typename DeviceBackend>
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auto RunGEMMKernelTestParams<DeviceBackend>::TestMemoryAlignments()
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-> std::vector<MemoryPageAlignment>
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{
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return std::vector<MemoryPageAlignment>{MemoryPageAlignment::BEGIN, MemoryPageAlignment::END};
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}
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///////////////////////////////////////////////////////////////
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// template<typename DeviceBackend>
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// class RunGEMMKernelTestParams
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///////////////////////////////////////////////////////////////
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template <typename DeviceBackend>
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void RunGEMMKernelTest<DeviceBackend>::SetUp()
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{
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auto param = Base::GetParam();
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auto typedTest = std::get<0>(param);
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auto problemParams = std::get<1>(param);
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auto solutionParams = std::get<2>(param);
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auto pageAlignment = std::get<3>(param);
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typedTest->SetUp(problemParams, solutionParams, pageAlignment);
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}
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template <typename DeviceBackend>
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void RunGEMMKernelTest<DeviceBackend>::TearDown()
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{
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auto param = Base::GetParam();
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auto typedTest = std::get<0>(param);
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typedTest->TearDown();
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}
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#endif // RUN_GEMM_KERNEL_TEST_HPP_IMPL
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