/******************************************************************************* * * 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 "../conv2d.hpp" #include #include #include #include "get_handle.hpp" namespace conv_group { 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++); } std::vector GetTestCases(const std::string& precision) { std::string cmd_v = "test_conv2d --verbose " + precision; // clang-format off return std::vector{ {cmd_v + " --input 16 128 56 56 --weights 256 4 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 32"}, {cmd_v + " --input 16 256 56 56 --weights 512 8 3 3 --pads_strides_dilations 1 1 2 2 1 1 --group-count 32"}, {cmd_v + " --input 16 256 28 28 --weights 512 8 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 32"}, {cmd_v + " --input 16 512 28 28 --weights 1024 16 3 3 --pads_strides_dilations 1 1 2 2 1 1 --group-count 32"}, {cmd_v + " --input 16 512 14 14 --weights 1024 16 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 32"}, {cmd_v + " --input 16 1024 14 14 --weights 2048 32 3 3 --pads_strides_dilations 1 1 2 2 1 1 --group-count 32"}, {cmd_v + " --input 16 1024 7 7 --weights 2048 32 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 32"}, {cmd_v + " --input 32 128 56 56 --weights 256 4 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 32"}, {cmd_v + " --input 32 256 56 56 --weights 512 8 3 3 --pads_strides_dilations 1 1 2 2 1 1 --group-count 32"}, // // Workaround for "Memory access fault by GPU node" during "HIP Release All" - WrW disabled. {cmd_v + " --input 32 256 28 28 --weights 512 8 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 32 --disable-backward-weights"}, {cmd_v + " --input 32 512 28 28 --weights 1024 16 3 3 --pads_strides_dilations 1 1 2 2 1 1 --group-count 32"}, {cmd_v + " --input 32 512 14 14 --weights 1024 16 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 32"}, {cmd_v + " --input 32 1024 14 14 --weights 2048 32 3 3 --pads_strides_dilations 1 1 2 2 1 1 --group-count 32"}, {cmd_v + " --input 32 1024 7 7 --weights 2048 32 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 32"}, {cmd_v + " --input 4 4 161 700 --weights 32 1 5 20 --pads_strides_dilations 0 0 2 2 1 1 --group-count 4"}, {cmd_v + " --input 8 2 161 700 --weights 32 1 5 20 --pads_strides_dilations 0 0 2 2 1 1 --group-count 2"}, {cmd_v + " --input 16 4 161 700 --weights 32 1 5 20 --pads_strides_dilations 0 0 2 2 1 1 --group-count 4"}, {cmd_v + " --input 32 2 161 700 --weights 32 1 5 20 --pads_strides_dilations 0 0 2 2 1 1 --group-count 2"}, {cmd_v + " --input 4 32 79 341 --weights 32 16 5 10 --pads_strides_dilations 0 0 2 2 1 1 --group-count 2"}, {cmd_v + " --input 8 32 79 341 --weights 32 16 5 10 --pads_strides_dilations 0 0 2 2 1 1 --group-count 2"}, {cmd_v + " --input 16 32 79 341 --weights 32 16 5 10 --pads_strides_dilations 0 0 2 2 1 1 --group-count 2"}, {cmd_v + " --input 32 32 79 341 --weights 32 16 5 10 --pads_strides_dilations 0 0 2 2 1 1 --group-count 2"}, {cmd_v + " --input 16 4 48 480 --weights 16 1 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 4"}, {cmd_v + " --input 16 16 24 240 --weights 32 1 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 16"}, {cmd_v + " --input 16 32 12 120 --weights 64 8 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 4"}, {cmd_v + " --input 16 64 6 60 --weights 128 16 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 4"}, {cmd_v + " --input 8 3 108 108 --weights 63 1 3 3 --pads_strides_dilations 1 1 2 2 1 1 --group-count 3"}, {cmd_v + " --input 8 64 54 54 --weights 64 8 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 8"}, {cmd_v + " --input 8 128 27 27 --weights 128 16 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 8"}, {cmd_v + " --input 8 3 224 224 --weights 63 1 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 3"}, {cmd_v + " --input 8 64 112 112 --weights 128 32 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 2"}, {cmd_v + " --input 16 9 224 224 --weights 63 3 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 3"}, // // Workaround for "Memory access fault by GPU node" during "FP32 gfx908 Hip Release All subset" - WrW disabled. {cmd_v + " --input 16 64 112 112 --weights 128 16 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 4 --disable-backward-weights"}, {cmd_v + " --input 16 3 224 224 --weights 63 1 7 7 --pads_strides_dilations 3 3 2 2 1 1 --group-count 3"}, {cmd_v + " --input 16 192 28 28 --weights 32 12 5 5 --pads_strides_dilations 2 2 1 1 1 1 --group-count 16"}, {cmd_v + " --input 16 832 7 7 --weights 128 52 5 5 --pads_strides_dilations 2 2 1 1 1 1 --group-count 16"}, {cmd_v + " --input 16 192 28 28 --weights 32 24 1 1 --pads_strides_dilations 0 0 1 1 1 1 --group-count 8"}, {cmd_v + " --input 16 832 7 7 --weights 128 104 1 1 --pads_strides_dilations 0 0 1 1 1 1 --group-count 8"}, {cmd_v + " --input 11 23 161 700 --weights 46 1 7 7 --pads_strides_dilations 1 1 2 2 1 1 --group-count 23"}, {cmd_v + " --input 8 7 224 224 --weights 63 1 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 7"}, {cmd_v + " --input 8 7 224 224 --weights 63 1 3 3 --pads_strides_dilations 0 0 1 1 1 1 --group-count 7"}, {cmd_v + " --input 8 7 224 224 --weights 63 1 3 3 --pads_strides_dilations 0 0 2 2 1 1 --group-count 7"}, {cmd_v + " --input 8 7 224 224 --weights 63 1 3 3 --pads_strides_dilations 1 1 2 2 1 1 --group-count 7"}, {cmd_v + " --input 8 7 224 224 --weights 63 1 3 3 --pads_strides_dilations 2 2 2 2 1 1 --group-count 7"}, {cmd_v + " --input 8 3 108 108 --weights 63 1 3 3 --pads_strides_dilations 1 1 1 1 1 1 --group-count 3"}, {cmd_v + " --input 8 3 108 108 --weights 63 1 3 3 --pads_strides_dilations 0 0 1 1 1 1 --group-count 3"}, {cmd_v + " --input 8 3 108 108 --weights 63 1 3 3 --pads_strides_dilations 0 0 2 2 1 1 --group-count 3"}, {cmd_v + " --input 8 3 108 108 --weights 63 1 3 3 --pads_strides_dilations 1 1 2 2 1 1 --group-count 3"}, {cmd_v + " --input 8 3 108 108 --weights 63 1 3 3 --pads_strides_dilations 2 2 2 2 1 1 --group-count 3"} }; // clang-format on } using TestCase = decltype(GetTestCases(std::string{}))::value_type; class GPU_ConvGroup_FP32 : public testing::TestWithParam> { MIOPEN_DECLARE_GTEST_USES_TEST_DRIVE(); }; bool IsTestSupportedForDevice() { using namespace miopen::debug; using e_mask = enabled; using d_mask = disabled; return ::IsTestSupportedForDevMask(); } void Run2dDriver(void) { if(!IsTestSupportedForDevice()) { GTEST_SKIP(); } std::vector params = GPU_ConvGroup_FP32::GetParam(); 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()); auto capture = testing::internal::GetCapturedStderr(); std::cout << capture; } }; } // namespace conv_group using namespace conv_group; TEST_P(GPU_ConvGroup_FP32, FloatTest_conv_group) { Run2dDriver(); }; INSTANTIATE_TEST_SUITE_P(Full, GPU_ConvGroup_FP32, testing::Values(GetTestCases("--float")));