/******************************************************************************* * * MIT License * * Copyright (c) 2024 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 GetConvTestCases(miopenDataType_t datatype) { using TestCase = miopen::unit_tests::ConvTestCase; return std::vector{ // clang-format off TestCase{{1, 16, 16, 16}, { 16, 16, 3, 3}, {1, 1}, {1, 1}, {1, 1}, datatype}, // c16 kernel TestCase{{1, 128, 16, 16}, {128, 128, 3, 3}, {1, 1}, {1, 1}, {1, 1}, datatype}, // c32 kernel // clang-format on }; } auto GetConvTestCasesWrw(miopenDataType_t datatype) { using TestCase = miopen::unit_tests::ConvTestCase; return std::vector{ // clang-format off TestCase{{ 1, 16, 5, 5}, {16, 16, 3, 3}, {0, 0}, {1, 1}, {1, 1}, datatype}, // c16 kernel TestCase{{64, 128, 7, 7}, {64, 128, 7, 7}, {0, 0}, {1, 1}, {1, 1}, datatype}, // c32 kernel // clang-format on }; } const auto& GetTestParams() { static const auto params = [] { auto p = miopen::unit_tests::UnitTestConvSolverParams(Gpu::gfx110X | Gpu::gfx115X | Gpu::gfx120X); p.ExcludeDevice("gfx1103"); // WORKAROUND_ISSUE_3044 return p; }(); return params; } } // namespace using GPU_UnitTestConvSolverWinoFury2x3Fwd_FP16 = GPU_UnitTestConvSolverFwd_FP16; using GPU_UnitTestConvSolverWinoFury2x3Bwd_FP16 = GPU_UnitTestConvSolverBwd_FP16; using GPU_UnitTestConvSolverWinoFury2x3Wrw_FP16 = GPU_UnitTestConvSolverWrw_FP16; using CPU_UnitTestConvSolverWinoFury2x3DevApplicabilityFwd_NONE = CPU_UnitTestConvSolverDevApplicabilityFwd_NONE; TEST_P(GPU_UnitTestConvSolverWinoFury2x3Fwd_FP16, ConvWinoFuryRxSf2x3) { this->RunTest(miopen::solver::conv::ConvWinoFuryRxS<2, 3>{}); }; TEST_P(GPU_UnitTestConvSolverWinoFury2x3Bwd_FP16, ConvWinoFuryRxSf2x3) { this->RunTest(miopen::solver::conv::ConvWinoFuryRxS<2, 3>{}); }; TEST_P(GPU_UnitTestConvSolverWinoFury2x3Wrw_FP16, ConvWinoFuryRxSf2x3) { this->RunTest(miopen::solver::conv::ConvWinoFuryRxS<2, 3>{}); }; TEST_P(CPU_UnitTestConvSolverWinoFury2x3DevApplicabilityFwd_NONE, ConvWinoFuryRxSf2x3) { this->RunTest(miopen::solver::conv::ConvWinoFuryRxS<2, 3>{}); }; // Smoke tests INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverWinoFury2x3Fwd_FP16, testing::Combine(testing::Values(GetTestParams()), testing::Values(miopenConvolutionAlgoWinograd), testing::ValuesIn(GetConvTestCases(miopenHalf)))); INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverWinoFury2x3Bwd_FP16, testing::Combine(testing::Values(GetTestParams()), testing::Values(miopenConvolutionAlgoWinograd), testing::ValuesIn(GetConvTestCases(miopenHalf)))); INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverWinoFury2x3Wrw_FP16, testing::Combine(testing::Values(GetTestParams()), testing::Values(miopenConvolutionAlgoWinograd), testing::ValuesIn(GetConvTestCasesWrw(miopenHalf)))); // Device applicability test INSTANTIATE_TEST_SUITE_P(Smoke, CPU_UnitTestConvSolverWinoFury2x3DevApplicabilityFwd_NONE, testing::Combine(testing::Values(GetTestParams()), testing::Values(GetConvTestCases(miopenHalf)[0]))); // ===================================================================== // TransposedConvWinoFuryRxS (NHWC layout) // ===================================================================== namespace { auto GetConvTestCasesNHWC(miopenDataType_t datatype) { using TestCase = miopen::unit_tests::ConvTestCase; return std::vector{ // clang-format off TestCase{ {datatype, miopenTensorNHWC, {1, 20, 20, 20}}, {datatype, miopenTensorNHWC, {20, 20, 3, 3}}, datatype, {{1, 1}, {1, 1}, {1, 1}} }, // clang-format on }; } auto GetConvTestCasesNHWCWrw(miopenDataType_t datatype) { using TestCase = miopen::unit_tests::ConvTestCase; return std::vector{ // clang-format off TestCase{ {datatype, miopenTensorNHWC, {1, 16, 5, 5}}, {datatype, miopenTensorNHWC, {16, 16, 3, 3}}, datatype, {{0, 0}, {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{ {datatype, miopenTensorNHWC, {2, 40, 1, 1}}, {datatype, miopenTensorNHWC, {8, 40, 1, 1}}, datatype, {{0, 0}, {1, 1}, {1, 1}} }, // clang-format on }; } } // namespace using GPU_UnitTestConvSolverTransposedWinoFuryRxSFwd_FP16 = GPU_UnitTestConvSolverFwd_FP16; using GPU_UnitTestConvSolverTransposedWinoFuryRxSBwd_FP16 = GPU_UnitTestConvSolverBwd_FP16; using GPU_UnitTestConvSolverTransposedWinoFuryRxSWrw_FP16 = GPU_UnitTestConvSolverWrw_FP16; using CPU_UnitTestConvSolverTransposedWinoFuryRxSDevApplicabilityFwd_FP16 = CPU_UnitTestConvSolverDevApplicabilityFwd_NONE; TEST_P(GPU_UnitTestConvSolverTransposedWinoFuryRxSFwd_FP16, TransposedConvWinoFuryRxS) { this->RunTest(miopen::solver::conv::TransposedConvWinoFuryRxS<2, 3>{}); }; TEST_P(GPU_UnitTestConvSolverTransposedWinoFuryRxSBwd_FP16, TransposedConvWinoFuryRxS) { this->RunTest(miopen::solver::conv::TransposedConvWinoFuryRxS<2, 3>{}); }; TEST_P(GPU_UnitTestConvSolverTransposedWinoFuryRxSWrw_FP16, TransposedConvWinoFuryRxS) { this->RunTest(miopen::solver::conv::TransposedConvWinoFuryRxS<2, 3>{}); }; TEST_P(CPU_UnitTestConvSolverTransposedWinoFuryRxSDevApplicabilityFwd_FP16, TransposedConvWinoFuryRxS) { this->RunTest(miopen::solver::conv::TransposedConvWinoFuryRxS<2, 3>{}); }; // Smoke tests INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverTransposedWinoFuryRxSFwd_FP16, testing::Combine(testing::Values(GetTestParams()), testing::Values(miopenConvolutionAlgoWinograd), testing::ValuesIn(GetConvTestCasesNHWC(miopenHalf)))); INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverTransposedWinoFuryRxSBwd_FP16, testing::Combine(testing::Values(GetTestParams()), testing::Values(miopenConvolutionAlgoWinograd), testing::ValuesIn(GetConvTestCasesNHWC(miopenHalf)))); INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverTransposedWinoFuryRxSWrw_FP16, testing::Combine(testing::Values(GetTestParams()), testing::Values(miopenConvolutionAlgoWinograd), testing::ValuesIn(GetConvTestCasesNHWCWrw(miopenHalf)))); // Device applicability test INSTANTIATE_TEST_SUITE_P(Smoke, CPU_UnitTestConvSolverTransposedWinoFuryRxSDevApplicabilityFwd_FP16, testing::Combine(testing::Values(GetTestParams()), testing::Values(GetConvTestCasesNHWC(miopenHalf)[0])));