/******************************************************************************* * * 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 "miopendriver_common.hpp" #include #include #include #include namespace miopendriver_conv2d_trans { std::vector GetTestCases(const std::string& modeConvolutionArg) { // clang-format off return std::vector{ // Why we have to use the driver: // The transposed convolutions are paritally implemented in the convolution_api layer, // but test apps (including test_conv*) were designed as unit tests and, therefore, do not use the public API. // Also serves as a regression test for https://github.com/ROCm/MIOpen/issues/2459. {modeConvolutionArg + " -m trans -x 1 -y 1 -W 112 -H 112 -c 64 -n 8 -k 32 -p 0 -q 0 -u 1 -v 1 -l 1 -j 1 -g 1 -F 0 -V 1"}, {modeConvolutionArg + " -m trans -x 1 -y 7 -W 17 -H 17 -c 32 -n 128 -k 16 -p 3 -q 0 -u 1 -v 1 -l 1 -j 1 -g 2 -F 0 -V 1"}, {modeConvolutionArg + " -m trans -x 10 -y 5 -W 341 -H 79 -c 32 -n 4 -k 8 -p 0 -q 0 -u 2 -v 2 -l 1 -j 1 -g 4 -F 0 -V 1"}, {modeConvolutionArg + " -m trans -x 20 -y 5 -W 700 -H 161 -c 1 -n 4 -k 32 -p 0 -q 0 -u 2 -v 2 -l 1 -j 1 -g 1 -F 0 -V 1"}, {modeConvolutionArg + " -m trans -x 3 -y 3 -W 108 -H 108 -c 3 -n 8 -k 64 -p 1 -q 1 -u 2 -v 2 -l 1 -j 1 -g 1 -F 0 -V 1"}, {modeConvolutionArg + " -m trans -x 5 -y 5 -W 175 -H 40 -c 128 -n 16 -k 256 -p 1 -q 1 -u 2 -v 2 -l 1 -j 1 -g 1 -F 0 -V 1"}, {modeConvolutionArg + " -m trans -x 5 -y 5 -W 700 -H 161 -c 1 -n 16 -k 64 -p 1 -q 1 -u 2 -v 2 -l 1 -j 1 -g 1 -F 0 -V 1"}, {modeConvolutionArg + " -m trans -x 7 -y 7 -W 224 -H 224 -c 3 -n 16 -k 64 -p 3 -q 3 -u 2 -v 2 -l 1 -j 1 -g 1 -F 0 -V 1"} }; // clang-format on } using TestCase = decltype(GetTestCases(""))::value_type; class GPU_MIOpenDriverConv2dTransTest_FP32 : public testing::TestWithParam> { }; class GPU_MIOpenDriverConv2dTransTest_FP16 : public testing::TestWithParam> { }; class GPU_MIOpenDriverConv2dTransTest_BFP16 : public testing::TestWithParam> { }; void RunMIOpenDriver(const std::vector& testCases) { using e_mask = enabled; using d_mask = disabled; if(!ShouldRunMIOpenDriverTest()) { GTEST_SKIP(); } RunMIOpenDriverTestCommand(testCases); }; } // namespace miopendriver_conv2d_trans using namespace miopendriver_conv2d_trans; TEST_P(GPU_MIOpenDriverConv2dTransTest_FP32, MIOpenDriverConv2dTrans) { RunMIOpenDriver(GetParam()); }; INSTANTIATE_TEST_SUITE_P(Full, GPU_MIOpenDriverConv2dTransTest_FP32, testing::Values(GetTestCases(miopendriver::basearg::conv::Float))); TEST_P(GPU_MIOpenDriverConv2dTransTest_FP16, MIOpenDriverConv2dTrans) { RunMIOpenDriver(GetParam()); }; INSTANTIATE_TEST_SUITE_P(Full, GPU_MIOpenDriverConv2dTransTest_FP16, testing::Values(GetTestCases(miopendriver::basearg::conv::Half))); TEST_P(GPU_MIOpenDriverConv2dTransTest_BFP16, MIOpenDriverConv2dTrans) { RunMIOpenDriver(GetParam()); }; INSTANTIATE_TEST_SUITE_P(Full, GPU_MIOpenDriverConv2dTransTest_BFP16, testing::Values(GetTestCases(miopendriver::basearg::conv::BFloat16)));