/******************************************************************************* * * 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 #include "../conv2d.hpp" #include "get_handle.hpp" #include "gtest_common.hpp" namespace conv_trans { void GetArgs(const std::string& param, std::vector& tokens) { std::stringstream ss(param); std::istream_iterator begin(ss); std::istream_iterator end; while(begin != end) tokens.push_back(*begin++); } class GPU_conv_trans_FP32 : public testing::TestWithParam> { MIOPEN_DECLARE_GTEST_USES_TEST_DRIVE(); }; void Run2dDriver(miopenDataType_t prec) { std::vector params; switch(prec) { case miopenFloat: params = GPU_conv_trans_FP32::GetParam(); break; case miopenHalf: case miopenFloat8_fnuz: case miopenBFloat8_fnuz: case miopenInt8: case miopenBFloat16: case miopenInt32: case miopenInt64: case miopenDouble: FAIL() << "miopenHalf, miopenInt8, miopenBFloat16, miopenInt32, miopenDouble " "data type not supported by " "conv_trans test"; } for(const auto& test_value : params) { std::vector tokens; GetArgs(test_value, tokens); std::vector ptrs; std::transform(tokens.begin(), tokens.end(), std::back_inserter(ptrs), [](const auto& str) { return str.data(); }); testing::internal::CaptureStderr(); test_drive(ptrs.size(), ptrs.data(), "test_conv2d"); auto capture = testing::internal::GetCapturedStderr(); std::cout << capture; } }; bool IsTestSupportedForDevice(const miopen::Handle& handle) { std::string devName = handle.GetDeviceName(); if(devName == "gfx900" || devName == "gfx906" || devName == "gfx908" || devName == "gfx90a" || devName == "gfx942" || miopen::StartsWith(devName, "gfx103") || miopen::StartsWith(devName, "gfx110") || miopen::StartsWith(devName, "gfx115")) return true; else return false; } std::vector GetTestCases(const std::string& precision) { std::string flags = " --verbose " + precision + " "; std::string psd0 = " --pads_strides_dilations 0 0 1 1 1 1"; std::string psd1 = " --pads_strides_dilations 0 0 2 2 1 1"; std::string psd2 = " --pads_strides_dilations 2 2 1 1 1 1"; std::string cmode_t = " --cmode trans"; std::string pmode_d = " --pmode default"; std::string pmode_s = " --pmode same"; std::string pmode_v = " --pmode valid"; std::string gc_2 = " --group-count 2"; std::string gc_3 = " --group-count 3"; std::string gc_4 = " --group-count 4"; std::string gc_8 = " --group-count 8"; std::string gc_32 = " --group-count 32"; return { // clang-format off {flags + "--input 8 128 28 28 --weights 128 128 1 1" + psd0 + cmode_t + pmode_d}, {flags + "--input 8 256 28 28 --weights 256 256 1 1" + psd0 + cmode_t + pmode_s}, {flags + "--input 8 32 28 28 --weights 32 32 5 5" + psd1 + cmode_t + pmode_d}, {flags + "--input 8 512 14 14 --weights 512 512 1 1" + psd1 + cmode_t + pmode_s}, {flags + "--input 8 512 4 4 --weights 512 512 1 1" + psd0 + cmode_t + pmode_v}, {flags + "--input 8 64 56 56 --weights 64 64 1 1" + psd1 + cmode_t + pmode_v}, {flags + "--input 100 3 64 64 --weights 3 3 1 1" + psd2 + cmode_t + pmode_d}, {flags + "--input 100 6 4 4 --weights 6 4 1 1" + psd2 + cmode_t + pmode_d}, {flags + "--input 8 128 28 28 --weights 128 16 1 1" + psd0 + cmode_t + pmode_d + gc_8}, {flags + "--input 8 256 28 28 --weights 256 64 1 1" + psd0 + cmode_t + pmode_s + gc_4}, {flags + "--input 8 32 28 28 --weights 32 1 5 5" + psd1 + cmode_t + pmode_d + gc_32}, {flags + "--input 8 512 14 14 --weights 512 16 1 1" + psd1 + cmode_t + pmode_s + gc_32}, {flags + "--input 8 512 4 4 --weights 512 16 1 1" + psd0 + cmode_t + pmode_v + gc_32}, {flags + "--input 8 64 56 56 --weights 64 2 1 1" + psd1 + cmode_t + pmode_v + gc_32}, {flags + "--input 100 3 64 64 --weights 3 3 1 1" + psd2 + cmode_t + pmode_d + gc_3}, {flags + "--input 100 6 4 4 --weights 6 4 1 1" + psd2 + cmode_t + pmode_d + gc_2} // clang-format on }; } } // namespace conv_trans using namespace conv_trans; TEST_P(GPU_conv_trans_FP32, FloatTest_conv_trans) { const auto& handle = get_handle(); if(IsTestSupportedForDevice(handle)) { Run2dDriver(miopenFloat); } else { GTEST_SKIP(); } }; INSTANTIATE_TEST_SUITE_P(Full, GPU_conv_trans_FP32, testing::Values(GetTestCases("--float")));