/******************************************************************************* * * 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 #include "get_handle.hpp" MIOPEN_DECLARE_ENV_VAR_STR(MIOPEN_TEST_FLAGS_ARGS) namespace env = miopen::env; namespace conv_extra { 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& float_arg) { const std::string cmd = "test_conv2d "; const std::string cmd_v = cmd + "--verbose"; const std::string default_float_arg = " --float"; const std::string cmd_v_float = cmd_v + default_float_arg; std::string flag_arg = env::value(MIOPEN_TEST_FLAGS_ARGS); // clang-format off std::vector common_test_cases{ {cmd + float_arg + " --input 16 3 64 128 --weights 96 3 11 11 --pads_strides_dilations 0 0 1 1 1 1 " + flag_arg}, {cmd + float_arg + " --input 16 3 32 32 --weights 96 3 11 11 --pads_strides_dilations 0 0 2 2 1 1 " + flag_arg}, {cmd + float_arg + " --input 16 3 64 128 --weights 96 3 11 11 --pads_strides_dilations 5 5 2 2 1 1 " + flag_arg}, {cmd + float_arg + " --input 16 3 32 32 --weights 96 3 11 11 --pads_strides_dilations 5 5 2 2 1 1 " + flag_arg}, {cmd + float_arg + " --input 2 16 1024 2048 --weights 32 16 3 3 --pads_strides_dilations 0 0 1 1 1 1 " + flag_arg}, {cmd + float_arg + " --input 2 16 1024 2048 --weights 32 16 3 3 --pads_strides_dilations 1 1 1 1 1 1 " + flag_arg}, {cmd + float_arg + " --input 2 16 3072 3072 --weights 32 16 3 3 --pads_strides_dilations 0 0 2 2 1 1 " + flag_arg}, {cmd + float_arg + " --input 2 16 3072 3072 --weights 32 16 3 3 --pads_strides_dilations 2 2 2 2 1 1 " + flag_arg}, {cmd + float_arg + " --input 128 320 1 7 --weights 256 320 1 1 --pads_strides_dilations 0 0 1 1 1 1 " + flag_arg}, {cmd + float_arg + " --input 128 1024 1 7 --weights 2048 1024 1 1 --pads_strides_dilations 1 1 1 1 1 1 " + flag_arg}, {cmd + float_arg + " --input 352 192 7 1 --weights 320 192 1 1 --pads_strides_dilations 0 0 1 1 1 1 " + flag_arg}, {cmd + float_arg + " --input 352 16 7 1 --weights 32 16 1 1 --pads_strides_dilations 2 2 1 1 1 1 " + flag_arg} }; if (float_arg == "--float") { std::vector test_cases = { // {cmd_v_float + " --input 1 1 1 1 --weights 1 1 2 2 --pads_strides_dilations 0 0 3 3 1 1"}, {cmd_v_float + " --input 4 1 161 700 --weights 4 1 5 20 --pads_strides_dilations 0 0 2 2 1 1"}, {cmd_v_float + " --input 4 1 161 700 --weights 4 1 5 20 --pads_strides_dilations 0 0 2 2 1 1"}, {cmd_v_float + " --input 4 32 79 341 --weights 4 32 5 10 --pads_strides_dilations 0 0 2 2 1 1"}, {cmd_v_float + " --input 4 32 79 341 --weights 4 32 5 10 --pads_strides_dilations 0 0 2 2 1 1"}, {cmd_v_float + " --input 4 3 227 227 --weights 4 3 11 11 --pads_strides_dilations 0 0 4 4 1 1"}, {cmd_v_float + " --input 4 3 224 224 --weights 4 3 11 11 --pads_strides_dilations 2 2 4 4 1 1"}, {cmd_v_float + " --input 16 1 48 480 --weights 16 1 3 3 --pads_strides_dilations 1 1 1 1 1 1"}, // Forward disabled since FFT fails verification for the forward direction {cmd_v_float + " --input 32 64 27 27 --weights 192 64 5 5 --pads_strides_dilations 2 2 1 1 1 1 --disable-forward"}, // {cmd_v_float + " --input 4 64 14 14 --weights 24 64 5 5 --pads_strides_dilations 2 2 1 1 1 1"}, {cmd_v_float + " --input 4 96 14 14 --weights 32 96 5 5 --pads_strides_dilations 2 2 1 1 1 1"}, {cmd_v_float + " --input 4 16 14 14 --weights 4 16 5 5 --pads_strides_dilations 2 2 1 1 1 1"}, {cmd_v_float + " --input 4 32 14 14 --weights 4 32 5 5 --pads_strides_dilations 2 2 1 1 1 1"} }; common_test_cases.insert(common_test_cases.begin(), test_cases.begin(), test_cases.end()); } return common_test_cases; // clang-format on } using TestCase = decltype(GetTestCases(""))::value_type; class GPU_conv_extra_FP32 : public testing::TestWithParam> { MIOPEN_DECLARE_GTEST_USES_TEST_DRIVE(); }; class GPU_conv_extra_FP16 : public testing::TestWithParam> { MIOPEN_DECLARE_GTEST_USES_TEST_DRIVE(); }; class GPU_conv_extra_BFP16 : public testing::TestWithParam> { MIOPEN_DECLARE_GTEST_USES_TEST_DRIVE(); }; class GPU_conv_extra_I8 : 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_conv_extra_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_extra using namespace conv_extra; TEST_P(GPU_conv_extra_FP32, FloatTest_conv_extra) { Run2dDriver(); }; INSTANTIATE_TEST_SUITE_P(Full, GPU_conv_extra_FP32, testing::Values(GetTestCases("--float"))); TEST_P(GPU_conv_extra_FP16, HalfTest_conv_extra) { Run2dDriver(); }; INSTANTIATE_TEST_SUITE_P(Full, GPU_conv_extra_FP16, testing::Values(GetTestCases("--half"))); TEST_P(GPU_conv_extra_BFP16, bHalfTest_conv_extra) { Run2dDriver(); }; INSTANTIATE_TEST_SUITE_P(Full, GPU_conv_extra_BFP16, testing::Values(GetTestCases("--bfloat16"))); TEST_P(GPU_conv_extra_I8, Int8Test_conv_extra) { Run2dDriver(); }; INSTANTIATE_TEST_SUITE_P(Full, GPU_conv_extra_I8, testing::Values(GetTestCases("--int8")));