/******************************************************************************* * * MIT License * * Copyright (c) 2025 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 "unit_conv_solver.hpp" namespace { auto GetConvSmokeTestCases(miopenDataType_t datatype) { using TestCase = miopen::unit_tests::ConvTestCase; return std::vector{ // clang-format off TestCase{{1, 8, 8, 8}, {8, 8, 3, 3}, {0, 0}, {1, 1}, {1, 1}, datatype}, // clang-format on }; } auto GetSmokeTestParams(miopenDataType_t datatype) { Gpu supportedDevices = Gpu::gfx90A | Gpu::gfx94X | Gpu::gfx950; if(datatype != miopenBFloat16) { supportedDevices = supportedDevices | Gpu::gfx908; } auto testParams = miopen::unit_tests::UnitTestConvSolverParams(supportedDevices); testParams.Tunable(5); testParams.CheckXnackDisabled(); testParams.SetTolerance(Gpu::gfx90A | Gpu::gfx950, miopenHalf, 2.0f); return testParams; } auto GetConvFullTestCases(miopenDataType_t datatype) { using TestCase = miopen::unit_tests::ConvTestCase; return std::vector{ // clang-format off // TODO LWPMIOPEN-1314 convert / unify existing ASM solver tests // Regression tests for SWDEV-502833 TestCase{{16, 5, 225, 225}, {64, 5, 3, 3}, {0, 0}, {1, 1}, {1, 1}, datatype}, TestCase{{16, 576, 1, 1}, {576, 576, 1, 1}, {0, 0}, {1, 1}, {1, 1}, datatype}, TestCase{{16, 2048, 8, 32}, {4096, 2048, 1, 1}, {0, 0}, {1, 1}, {1, 1}, datatype}, TestCase{{16, 2048, 8, 32}, {2048, 2048, 1, 1}, {0, 0}, {1, 1}, {1, 1}, datatype}, TestCase{{16, 2048, 48, 32}, {2048, 2048, 3, 1}, {0, 0}, {3, 1}, {1, 1}, datatype}, TestCase{{16, 2048, 1, 512}, {2048, 2048, 1, 2}, {0, 0}, {1, 2}, {1, 1}, datatype}, TestCase{{16, 2048, 1, 30}, {576, 2048, 1, 1}, {0, 0}, {1, 1}, {1, 1}, datatype}, // clang-format on }; } auto GetFullTestParams(miopenDataType_t datatype) { Gpu supportedDevices = Gpu::gfx90A | Gpu::gfx94X | Gpu::gfx950; if(datatype != miopenBFloat16) { supportedDevices = supportedDevices | Gpu::gfx908; } auto testParams = miopen::unit_tests::UnitTestConvSolverParams(supportedDevices); testParams.Tunable(1000); testParams.CheckXnackDisabled(); testParams.SetTolerance(Gpu::gfx908 | Gpu::gfx94X | Gpu::gfx950, miopenFloat, 3.0f); testParams.SetTolerance(Gpu::gfx90A, miopenFloat, 4.0f); testParams.SetTolerance(Gpu::gfx94X, miopenFloat, 3.0f); testParams.SetTolerance(Gpu::gfx90A, miopenHalf, 2.0f); return testParams; } auto GetConvHighTolTestCases(miopenDataType_t datatype) { using TestCase = miopen::unit_tests::ConvTestCase; return std::vector{ // clang-format off // Regression tests for wo=1/ho=1 stride clamping bug TestCase{{32, 3, 1, 1}, {64, 3, 3, 5}, {1, 2}, {100, 7}, {1, 1}, datatype}, TestCase{{32, 3, 2, 2}, {64, 3, 3, 5}, {2, 4}, { 4, 6}, {1, 1}, datatype}, TestCase{{32, 3, 7, 9}, {64, 3, 10, 12}, {3, 3}, { 4, 5}, {1, 1}, datatype}, // clang-format on }; } auto GetHighTolTestParams(miopenDataType_t datatype) { Gpu supportedDevices = Gpu::gfx90A | Gpu::gfx94X | Gpu::gfx950; if(datatype != miopenBFloat16) { supportedDevices = supportedDevices | Gpu::gfx908; } auto testParams = miopen::unit_tests::UnitTestConvSolverParams(supportedDevices); testParams.Tunable(1000); testParams.CheckXnackDisabled(); testParams.SetTolerance(Gpu::gfx908 | Gpu::gfx94X | Gpu::gfx950, miopenFloat, 3.0f); testParams.SetTolerance(Gpu::gfx90A, miopenFloat, 4.0f); testParams.SetTolerance(Gpu::gfx90A, miopenHalf, 3.0f); return testParams; } } // namespace using GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_FP16 = GPU_UnitTestConvSolverWrw_FP16; using GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_BFP16 = GPU_UnitTestConvSolverWrw_BFP16; using GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_FP32 = GPU_UnitTestConvSolverWrw_FP32; using GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrwHighTol_FP16 = GPU_UnitTestConvSolverWrw_FP16; using GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrwHighTol_BFP16 = GPU_UnitTestConvSolverWrw_BFP16; using GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrwHighTol_FP32 = GPU_UnitTestConvSolverWrw_FP32; using CPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCDevApplicabilityWrw_NONE = CPU_UnitTestConvSolverDevApplicabilityWrw_NONE; TEST_P(GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_FP16, ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC) { this->RunTest(miopen::solver::conv::ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC{}); }; TEST_P(GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_BFP16, ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC) { this->RunTest(miopen::solver::conv::ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC{}); }; TEST_P(GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_FP32, ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC) { this->RunTest(miopen::solver::conv::ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC{}); }; TEST_P(GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrwHighTol_FP16, ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC) { this->RunTest(miopen::solver::conv::ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC{}); }; TEST_P(GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrwHighTol_BFP16, ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC) { this->RunTest(miopen::solver::conv::ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC{}); }; TEST_P(GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrwHighTol_FP32, ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC) { this->RunTest(miopen::solver::conv::ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC{}); }; TEST_P(CPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCDevApplicabilityWrw_NONE, ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC) { this->RunTest(miopen::solver::conv::ConvAsmImplicitGemmGTCDynamicWrwXdlopsNHWC{}); }; // Smoke tests INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_FP16, testing::Combine(testing::Values(GetSmokeTestParams(miopenHalf)), testing::Values(miopenConvolutionAlgoImplicitGEMM), testing::ValuesIn(GetConvSmokeTestCases(miopenHalf)))); INSTANTIATE_TEST_SUITE_P( Smoke, GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_BFP16, testing::Combine(testing::Values(GetSmokeTestParams(miopenBFloat16)), testing::Values(miopenConvolutionAlgoImplicitGEMM), testing::ValuesIn(GetConvSmokeTestCases(miopenBFloat16)))); INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_FP32, testing::Combine(testing::Values(GetSmokeTestParams(miopenFloat)), testing::Values(miopenConvolutionAlgoImplicitGEMM), testing::ValuesIn(GetConvSmokeTestCases(miopenFloat)))); // Full tests INSTANTIATE_TEST_SUITE_P(Full, GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_FP16, testing::Combine(testing::Values(GetFullTestParams(miopenHalf)), testing::Values(miopenConvolutionAlgoImplicitGEMM), testing::ValuesIn(GetConvFullTestCases(miopenHalf)))); INSTANTIATE_TEST_SUITE_P(Full, GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_BFP16, testing::Combine(testing::Values(GetFullTestParams(miopenBFloat16)), testing::Values(miopenConvolutionAlgoImplicitGEMM), testing::ValuesIn(GetConvFullTestCases(miopenBFloat16)))); INSTANTIATE_TEST_SUITE_P(Full, GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrw_FP32, testing::Combine(testing::Values(GetFullTestParams(miopenFloat)), testing::Values(miopenConvolutionAlgoImplicitGEMM), testing::ValuesIn(GetConvFullTestCases(miopenFloat)))); // High Tol tests INSTANTIATE_TEST_SUITE_P( Full, GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrwHighTol_FP16, testing::Combine(testing::Values(GetHighTolTestParams(miopenHalf)), testing::Values(miopenConvolutionAlgoImplicitGEMM), testing::ValuesIn(GetConvHighTolTestCases(miopenHalf)))); INSTANTIATE_TEST_SUITE_P( Full, GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrwHighTol_BFP16, testing::Combine(testing::Values(GetHighTolTestParams(miopenBFloat16)), testing::Values(miopenConvolutionAlgoImplicitGEMM), testing::ValuesIn(GetConvHighTolTestCases(miopenBFloat16)))); INSTANTIATE_TEST_SUITE_P( Full, GPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCWrwHighTol_FP32, testing::Combine(testing::Values(GetHighTolTestParams(miopenFloat)), testing::Values(miopenConvolutionAlgoImplicitGEMM), testing::ValuesIn(GetConvHighTolTestCases(miopenFloat)))); // Device applicability test INSTANTIATE_TEST_SUITE_P( Smoke, CPU_UnitTestConvSolverAsmImplicitGemmGTCDynamicWrwXdlopsNHWCDevApplicabilityWrw_NONE, testing::Combine(testing::Values(GetSmokeTestParams(miopenFloat)), testing::Values(GetConvSmokeTestCases(miopenFloat)[0])));