/******************************************************************************* * * MIT License * * Copyright (c) 2023 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 #include #include "gtest_common.hpp" #include "../conv2d.hpp" namespace { auto GetTestCases() { const auto igemm_fwd = std::tuple{std::pair{MIOPEN_FIND_MODE, "normal"}, std::pair{MIOPEN_DEBUG_FIND_ONLY_SOLVER, "ConvMlirIgemmFwd"}}; const std::string vf = " --verbose --disable-backward-data --disable-backward-weights"; const std::string layout = " --in_layout NHWC --fil_layout NHWC --out_layout NHWC"; const std::string groupCount_4 = " --group-count 4"; // FWD test cases for precision == "--int8" return std::vector{ // clang-format off std::pair{igemm_fwd, vf + " --input 256 1024 14 14 --weights 2048 1024 1 1 --pads_strides_dilations 0 0 2 2 1 1"}, std::pair{igemm_fwd, vf + " --input 256 128 28 28 --weights 128 128 3 3 --pads_strides_dilations 1 1 1 1 1 1"}, std::pair{igemm_fwd, vf + " --input 256 128 28 28 --weights 128 128 3 3 --pads_strides_dilations 1 1 1 1 1 1" + layout}, std::pair{igemm_fwd, vf + " --input 128 512 7 7 --weights 512 512 3 3 --pads_strides_dilations 1 1 1 1 1 1"}, std::pair{igemm_fwd, vf + " --input 128 512 7 7 --weights 512 512 3 3 --pads_strides_dilations 1 1 1 1 1 1" + layout}, std::pair{igemm_fwd, vf + " --input 128 64 56 56 --weights 64 64 1 1 --pads_strides_dilations 0 0 1 1 1 1"}, std::pair{igemm_fwd, vf + " --input 128 64 56 56 --weights 64 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + layout}, std::pair{igemm_fwd, vf + " --input 256 256 56 56 --weights 256 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + groupCount_4} // clang-format on }; } using TestCase = decltype(GetTestCases())::value_type; bool IsTestSupportedForDevice() { using e_mask = enabled; using d_mask = disabled; return ::IsTestSupportedForDevMask(); } } // namespace class GPU_Conv2dMLIRTestIGemmFwd_FP32 : public FloatTestCase> { MIOPEN_DECLARE_GTEST_USES_TEST_DRIVE(); }; class GPU_Conv2dMLIRTestIGemmFwd_FP16 : public HalfTestCase> { MIOPEN_DECLARE_GTEST_USES_TEST_DRIVE(); }; class GPU_Conv2dMLIRTestIGemmFwd_I8 : public Int8TestCase> { MIOPEN_DECLARE_GTEST_USES_TEST_DRIVE(); }; TEST_P(GPU_Conv2dMLIRTestIGemmFwd_FP32, FloatTest_conv_igemm_mlir_fwd) { if(IsTestSupportedForDevice()) { invoke_with_params(db_check); } else { GTEST_SKIP(); } }; TEST_P(GPU_Conv2dMLIRTestIGemmFwd_FP16, HalfTest_conv_igemm_mlir_fwd) { if(IsTestSupportedForDevice()) { invoke_with_params(db_check); } else { GTEST_SKIP(); } }; TEST_P(GPU_Conv2dMLIRTestIGemmFwd_I8, Int8Test_conv_igemm_mlir_fwd) { if(IsTestSupportedForDevice()) { invoke_with_params(db_check); } else { GTEST_SKIP(); } }; // Float for FWD, BWD, WRW INSTANTIATE_TEST_SUITE_P(Full, GPU_Conv2dMLIRTestIGemmFwd_FP32, testing::Values(GetTestCases())); // Half for FWD, BWD, WRW INSTANTIATE_TEST_SUITE_P(Full, GPU_Conv2dMLIRTestIGemmFwd_FP16, testing::Values(GetTestCases())); // Int8 for FWD INSTANTIATE_TEST_SUITE_P(Full, GPU_Conv2dMLIRTestIGemmFwd_I8, testing::Values(GetTestCases()));