/******************************************************************************* * * 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; auto type_x = datatype; auto type_w = datatype; auto type_y = (datatype == miopenInt8) ? miopenInt32 : datatype; return std::vector{ // clang-format off TestCase{{1, 8, 8, 8}, {8, 8, 3, 3}, {0, 0}, {1, 1}, {1, 1}, type_x, type_w, type_y}, // clang-format on }; } auto GetConvTestCasesFull(miopenDataType_t datatype) { using TestCase = miopen::unit_tests::ConvTestCase; auto type_x = datatype; auto type_w = datatype; auto type_y = (datatype == miopenInt8) ? miopenInt32 : datatype; return std::vector{ // clang-format off // Regression test for https://github.com/ROCm/MIOpen/issues/2047 TestCase{{1, 1, 2, 1, 2}, {2, 1, 2, 1, 2}, {0, 0, 0}, {1, 1, 1}, {1, 1, 1}, type_x, type_w, type_y}, // clang-format on }; } const auto& GetTestParams() { static const auto params = [] { auto p = miopen::unit_tests::UnitTestConvSolverParams(Gpu::All); return p; }(); return params; } // BFP16 Full tests include 3D convolution shapes that trigger a rocBLAS bug on gfx90a // (rocBLAS does not support BF16->BF16 GEMM on that architecture). Skip on gfx90A only; // all other GPUs continue to exercise the full test suite. // TODO: Remove this exclusion once the rocBLAS bug is fixed. const auto& GetTestParamsNoGfx90A() { static const auto params = [] { auto p = miopen::unit_tests::UnitTestConvSolverParams(Gpu::All & ~Gpu::gfx90A); return p; }(); return params; } } // namespace using GPU_UnitTestConvSolverGemmFwdRestFwd_FP16 = GPU_UnitTestConvSolverFwd_FP16; using GPU_UnitTestConvSolverGemmFwdRestFwd_BFP16 = GPU_UnitTestConvSolverFwd_BFP16; using GPU_UnitTestConvSolverGemmFwdRestFwd_FP32 = GPU_UnitTestConvSolverFwd_FP32; using GPU_UnitTestConvSolverGemmFwdRestFwd_I8 = GPU_UnitTestConvSolverFwd_I8; using CPU_UnitTestConvSolverGemmFwdRestDevApplicabilityFwd_NONE = CPU_UnitTestConvSolverDevApplicabilityFwd_NONE; TEST_P(GPU_UnitTestConvSolverGemmFwdRestFwd_FP16, GemmFwdRest) { this->RunTest(miopen::solver::conv::GemmFwdRest{}); }; TEST_P(GPU_UnitTestConvSolverGemmFwdRestFwd_BFP16, GemmFwdRest) { this->RunTest(miopen::solver::conv::GemmFwdRest{}); }; TEST_P(GPU_UnitTestConvSolverGemmFwdRestFwd_FP32, GemmFwdRest) { this->RunTest(miopen::solver::conv::GemmFwdRest{}); }; TEST_P(GPU_UnitTestConvSolverGemmFwdRestFwd_I8, GemmFwdRest) { this->RunTest(miopen::solver::conv::GemmFwdRest{}); }; TEST_P(CPU_UnitTestConvSolverGemmFwdRestDevApplicabilityFwd_NONE, GemmFwdRest) { this->RunTest(miopen::solver::conv::GemmFwdRest{}); }; // Smoke tests INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverGemmFwdRestFwd_FP16, testing::Combine(testing::Values(GetTestParams()), testing::Values(miopenConvolutionAlgoGEMM), testing::ValuesIn(GetConvTestCases(miopenHalf)))); INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverGemmFwdRestFwd_BFP16, testing::Combine(testing::Values(GetTestParams()), testing::Values(miopenConvolutionAlgoGEMM), testing::ValuesIn(GetConvTestCases(miopenBFloat16)))); INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverGemmFwdRestFwd_FP32, testing::Combine(testing::Values(GetTestParams()), testing::Values(miopenConvolutionAlgoGEMM), testing::ValuesIn(GetConvTestCases(miopenFloat)))); INSTANTIATE_TEST_SUITE_P(Smoke, GPU_UnitTestConvSolverGemmFwdRestFwd_I8, testing::Combine(testing::Values(GetTestParams()), testing::Values(miopenConvolutionAlgoGEMM), testing::ValuesIn(GetConvTestCases(miopenInt8)))); // Device applicability test INSTANTIATE_TEST_SUITE_P(Smoke, CPU_UnitTestConvSolverGemmFwdRestDevApplicabilityFwd_NONE, testing::Combine(testing::Values(GetTestParams()), testing::Values(GetConvTestCases(miopenFloat)[0]))); // Full tests INSTANTIATE_TEST_SUITE_P(Full, GPU_UnitTestConvSolverGemmFwdRestFwd_FP16, testing::Combine(testing::Values(GetTestParams()), testing::Values(miopenConvolutionAlgoGEMM), testing::ValuesIn(GetConvTestCasesFull(miopenHalf)))); INSTANTIATE_TEST_SUITE_P(Full, GPU_UnitTestConvSolverGemmFwdRestFwd_BFP16, testing::Combine(testing::Values(GetTestParamsNoGfx90A()), testing::Values(miopenConvolutionAlgoGEMM), testing::ValuesIn(GetConvTestCasesFull(miopenBFloat16)))); INSTANTIATE_TEST_SUITE_P(Full, GPU_UnitTestConvSolverGemmFwdRestFwd_FP32, testing::Combine(testing::Values(GetTestParams()), testing::Values(miopenConvolutionAlgoGEMM), testing::ValuesIn(GetConvTestCasesFull(miopenFloat)))); INSTANTIATE_TEST_SUITE_P(Full, GPU_UnitTestConvSolverGemmFwdRestFwd_I8, testing::Combine(testing::Values(GetTestParams()), testing::Values(miopenConvolutionAlgoGEMM), testing::ValuesIn(GetConvTestCasesFull(miopenInt8))));