/******************************************************************************* * * 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 { // F16 is supported for 906 and 908 only, no WrW // F32 is supported for 900, 906 and 908. auto GetConvTestCasesHalfFwd() { using TestCase = miopen::unit_tests::ConvTestCase; return std::vector{ // clang-format off TestCase{{1, 40, 20, 20}, {20, 40, 3, 3}, {1, 1}, {1, 1}, {1, 1}, miopenHalf}, // clang-format on }; } auto GetConvTestCasesHalfBwd() { using TestCase = miopen::unit_tests::ConvTestCase; return std::vector{ // clang-format off TestCase{{1, 20, 20, 20}, {40, 20, 3, 3}, {1, 1}, {1, 1}, {1, 1}, miopenHalf}, // clang-format on }; } auto GetConvTestCasesFloat() { using TestCase = miopen::unit_tests::ConvTestCase; return std::vector{ // clang-format off TestCase{{1, 20, 20, 20}, {20, 20, 3, 3}, {1, 1}, {1, 1}, {1, 1}, miopenFloat}, // clang-format on }; } template miopen::unit_tests::UnitTestConvSolverParams GetTestParams() { Gpu supported_gpus = Gpu::gfx906 | Gpu::gfx908; if constexpr(datatype == miopenFloat) { supported_gpus = supported_gpus | Gpu::gfx900; } auto p = miopen::unit_tests::UnitTestConvSolverParams(supported_gpus); p.CheckXnackDisabled(); return p; } miopen::unit_tests::UnitTestConvSolverParams GetTestParamsHalf() { return GetTestParams(); } miopen::unit_tests::UnitTestConvSolverParams GetTestParamsFloat() { return GetTestParams(); } } // namespace using GPU_UnitTestConvSolverBinWinogradRxSFwd_FP16 = GPU_UnitTestConvSolverFwd_FP16; using GPU_UnitTestConvSolverBinWinogradRxSBwd_FP16 = GPU_UnitTestConvSolverBwd_FP16; using GPU_UnitTestConvSolverBinWinogradRxSFwd_FP32 = GPU_UnitTestConvSolverFwd_FP32; using GPU_UnitTestConvSolverBinWinogradRxSBwd_FP32 = GPU_UnitTestConvSolverBwd_FP32; using GPU_UnitTestConvSolverBinWinogradRxSWrw_FP32 = GPU_UnitTestConvSolverWrw_FP32; using CPU_UnitTestConvSolverBinWinogradRxSDevApplicabilityFwd_FP16 = CPU_UnitTestConvSolverDevApplicabilityFwd_NONE; using CPU_UnitTestConvSolverBinWinogradRxSDevApplicabilityFwd_FP32 = CPU_UnitTestConvSolverDevApplicabilityFwd_NONE; TEST_P(GPU_UnitTestConvSolverBinWinogradRxSFwd_FP16, ConvBinWinogradRxS) { this->RunTest(miopen::solver::conv::ConvBinWinogradRxS{}); }; TEST_P(GPU_UnitTestConvSolverBinWinogradRxSBwd_FP16, ConvBinWinogradRxS) { this->RunTest(miopen::solver::conv::ConvBinWinogradRxS{}); }; TEST_P(GPU_UnitTestConvSolverBinWinogradRxSFwd_FP32, ConvBinWinogradRxS) { this->RunTest(miopen::solver::conv::ConvBinWinogradRxS{}); }; TEST_P(GPU_UnitTestConvSolverBinWinogradRxSBwd_FP32, ConvBinWinogradRxS) { this->RunTest(miopen::solver::conv::ConvBinWinogradRxS{}); }; TEST_P(GPU_UnitTestConvSolverBinWinogradRxSWrw_FP32, ConvBinWinogradRxS) { this->RunTest(miopen::solver::conv::ConvBinWinogradRxS{}); }; TEST_P(CPU_UnitTestConvSolverBinWinogradRxSDevApplicabilityFwd_FP16, ConvBinWinogradRxS) { this->RunTest(miopen::solver::conv::ConvBinWinogradRxS{}); }; TEST_P(CPU_UnitTestConvSolverBinWinogradRxSDevApplicabilityFwd_FP32, ConvBinWinogradRxS) { this->RunTest(miopen::solver::conv::ConvBinWinogradRxS{}); }; // Smoke tests INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverBinWinogradRxSFwd_FP16, testing::Combine(testing::Values(GetTestParamsHalf()), testing::Values(miopenConvolutionAlgoWinograd), testing::ValuesIn(GetConvTestCasesHalfFwd()))); INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverBinWinogradRxSBwd_FP16, testing::Combine(testing::Values(GetTestParamsHalf()), testing::Values(miopenConvolutionAlgoWinograd), testing::ValuesIn(GetConvTestCasesHalfBwd()))); INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverBinWinogradRxSFwd_FP32, testing::Combine(testing::Values(GetTestParamsFloat()), testing::Values(miopenConvolutionAlgoWinograd), testing::ValuesIn(GetConvTestCasesFloat()))); INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverBinWinogradRxSBwd_FP32, testing::Combine(testing::Values(GetTestParamsFloat()), testing::Values(miopenConvolutionAlgoWinograd), testing::ValuesIn(GetConvTestCasesFloat()))); INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverBinWinogradRxSWrw_FP32, testing::Combine(testing::Values(GetTestParamsFloat()), testing::Values(miopenConvolutionAlgoWinograd), testing::ValuesIn(GetConvTestCasesFloat()))); // Device applicability test INSTANTIATE_TEST_SUITE_P(Smoke, CPU_UnitTestConvSolverBinWinogradRxSDevApplicabilityFwd_FP16, testing::Combine(testing::Values(GetTestParamsHalf()), testing::Values(GetConvTestCasesHalfFwd()[0]))); INSTANTIATE_TEST_SUITE_P(Smoke, CPU_UnitTestConvSolverBinWinogradRxSDevApplicabilityFwd_FP32, testing::Combine(testing::Values(GetTestParamsFloat()), testing::Values(GetConvTestCasesFloat()[0]))); // ===================================================================== // TransposedConvBinWinogradRxS (NHWC layout) // ===================================================================== namespace { auto GetConvTestCasesNHWCHalfFwd() { using TestCase = miopen::unit_tests::ConvTestCase; return std::vector{ // clang-format off TestCase{{miopenHalf, miopenTensorNHWC, {1, 40, 20, 20}}, {miopenHalf, miopenTensorNHWC, {20, 40, 3, 3}}, miopenHalf, {{1, 1}, {1, 1}, {1, 1}}}, // clang-format on }; } auto GetConvTestCasesNHWCHalfBwd() { using TestCase = miopen::unit_tests::ConvTestCase; return std::vector{ // clang-format off TestCase{{miopenHalf, miopenTensorNHWC, {1, 20, 20, 20}}, {miopenHalf, miopenTensorNHWC, {40, 20, 3, 3}}, miopenHalf, {{1, 1}, {1, 1}, {1, 1}}}, // clang-format on }; } auto GetConvTestCasesNHWCFloat() { using TestCase = miopen::unit_tests::ConvTestCase; return std::vector{ // clang-format off TestCase{{miopenFloat, miopenTensorNHWC, {1, 20, 20, 20}}, {miopenFloat, miopenTensorNHWC, {20, 20, 3, 3}}, miopenFloat, {{1, 1}, {1, 1}, {1, 1}}}, // clang-format on }; } auto GetConvTestCasesNHWCFloatWrw() { using TestCase = miopen::unit_tests::ConvTestCase; return std::vector{ // clang-format off TestCase{{miopenFloat, miopenTensorNHWC, {1, 20, 20, 20}}, {miopenFloat, miopenTensorNHWC, {20, 20, 3, 3}}, miopenFloat, {{1, 1}, {1, 1}, {1, 1}}}, // Degenerate spatial dims (H=1, W=1) with 1x1 filter that has ambiguous layout strides // so HeuristicUpdateLayouts() can't fix the layout string after NHWC->NCHW transposition. // Targets GetSwappedNCLayout(NHWC)->CHWN // then hits missing return in GetGroupConvLayout. TestCase{{miopenFloat, miopenTensorNHWC, {2, 40, 1, 1}}, {miopenFloat, miopenTensorNHWC, {8, 40, 1, 1}}, miopenFloat, {{0, 0}, {1, 1}, {1, 1}}}, // clang-format on }; } } // namespace using GPU_UnitTestConvSolverTransposedBinWinogradRxSFwd_FP16 = GPU_UnitTestConvSolverFwd_FP16; using GPU_UnitTestConvSolverTransposedBinWinogradRxSBwd_FP16 = GPU_UnitTestConvSolverBwd_FP16; using GPU_UnitTestConvSolverTransposedBinWinogradRxSFwd_FP32 = GPU_UnitTestConvSolverFwd_FP32; using GPU_UnitTestConvSolverTransposedBinWinogradRxSBwd_FP32 = GPU_UnitTestConvSolverBwd_FP32; using GPU_UnitTestConvSolverTransposedBinWinogradRxSWrw_FP32 = GPU_UnitTestConvSolverWrw_FP32; using CPU_UnitTestConvSolverTransposedBinWinogradRxSDevApplicabilityFwd_FP16 = CPU_UnitTestConvSolverDevApplicabilityFwd_NONE; using CPU_UnitTestConvSolverTransposedBinWinogradRxSDevApplicabilityFwd_FP32 = CPU_UnitTestConvSolverDevApplicabilityFwd_NONE; TEST_P(GPU_UnitTestConvSolverTransposedBinWinogradRxSFwd_FP16, TransposedConvBinWinogradRxS) { this->RunTest(miopen::solver::conv::TransposedConvBinWinogradRxS{}); }; TEST_P(GPU_UnitTestConvSolverTransposedBinWinogradRxSBwd_FP16, TransposedConvBinWinogradRxS) { this->RunTest(miopen::solver::conv::TransposedConvBinWinogradRxS{}); }; TEST_P(GPU_UnitTestConvSolverTransposedBinWinogradRxSFwd_FP32, TransposedConvBinWinogradRxS) { this->RunTest(miopen::solver::conv::TransposedConvBinWinogradRxS{}); }; TEST_P(GPU_UnitTestConvSolverTransposedBinWinogradRxSBwd_FP32, TransposedConvBinWinogradRxS) { this->RunTest(miopen::solver::conv::TransposedConvBinWinogradRxS{}); }; TEST_P(GPU_UnitTestConvSolverTransposedBinWinogradRxSWrw_FP32, TransposedConvBinWinogradRxS) { this->RunTest(miopen::solver::conv::TransposedConvBinWinogradRxS{}); }; TEST_P(CPU_UnitTestConvSolverTransposedBinWinogradRxSDevApplicabilityFwd_FP16, TransposedConvBinWinogradRxS) { this->RunTest(miopen::solver::conv::TransposedConvBinWinogradRxS{}); }; TEST_P(CPU_UnitTestConvSolverTransposedBinWinogradRxSDevApplicabilityFwd_FP32, TransposedConvBinWinogradRxS) { this->RunTest(miopen::solver::conv::TransposedConvBinWinogradRxS{}); }; // Smoke tests INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverTransposedBinWinogradRxSFwd_FP16, testing::Combine(testing::Values(GetTestParamsHalf()), testing::Values(miopenConvolutionAlgoWinograd), testing::ValuesIn(GetConvTestCasesNHWCHalfFwd()))); INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverTransposedBinWinogradRxSBwd_FP16, testing::Combine(testing::Values(GetTestParamsHalf()), testing::Values(miopenConvolutionAlgoWinograd), testing::ValuesIn(GetConvTestCasesNHWCHalfBwd()))); INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverTransposedBinWinogradRxSFwd_FP32, testing::Combine(testing::Values(GetTestParamsFloat()), testing::Values(miopenConvolutionAlgoWinograd), testing::ValuesIn(GetConvTestCasesNHWCFloat()))); INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverTransposedBinWinogradRxSBwd_FP32, testing::Combine(testing::Values(GetTestParamsFloat()), testing::Values(miopenConvolutionAlgoWinograd), testing::ValuesIn(GetConvTestCasesNHWCFloat()))); INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverTransposedBinWinogradRxSWrw_FP32, testing::Combine(testing::Values(GetTestParamsFloat()), testing::Values(miopenConvolutionAlgoWinograd), testing::ValuesIn(GetConvTestCasesNHWCFloatWrw()))); // Device applicability test INSTANTIATE_TEST_SUITE_P(Smoke, CPU_UnitTestConvSolverTransposedBinWinogradRxSDevApplicabilityFwd_FP16, testing::Combine(testing::Values(GetTestParamsHalf()), testing::Values(GetConvTestCasesNHWCHalfFwd()[0]))); INSTANTIATE_TEST_SUITE_P(Smoke, CPU_UnitTestConvSolverTransposedBinWinogradRxSDevApplicabilityFwd_FP32, testing::Combine(testing::Values(GetTestParamsFloat()), testing::Values(GetConvTestCasesNHWCFloat()[0])));