/******************************************************************************* * * 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 #include "get_handle.hpp" #include "../conv2d.hpp" #include "gtest_common.hpp" namespace conv_embed_db { 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 CPU_ConvEmbedConfig_FP16 : public testing::TestWithParam> { MIOPEN_DECLARE_GTEST_USES_TEST_DRIVE(); }; class CPU_ConvEmbedConfig_I8 : public testing::TestWithParam> { MIOPEN_DECLARE_GTEST_USES_TEST_DRIVE(); }; class CPU_ConvEmbedConfig_BFP16 : public testing::TestWithParam> { MIOPEN_DECLARE_GTEST_USES_TEST_DRIVE(); }; class CPU_ConvEmbedConfig_FP32 : public testing::TestWithParam> { MIOPEN_DECLARE_GTEST_USES_TEST_DRIVE(); }; void Run2dDriver(miopenDataType_t prec) { std::vector params; switch(prec) { case miopenFloat: params = CPU_ConvEmbedConfig_FP32::GetParam(); break; case miopenHalf: params = CPU_ConvEmbedConfig_FP16::GetParam(); break; case miopenInt8: params = CPU_ConvEmbedConfig_I8::GetParam(); break; case miopenBFloat16: params = CPU_ConvEmbedConfig_BFP16::GetParam(); break; case miopenInt64: case miopenInt32: case miopenFloat8_fnuz: case miopenBFloat8_fnuz: case miopenDouble: FAIL() << "miopenInt32, miopenFloat8_fnuz, miopenBFloat8_fnuz, miopenDouble data type " "not supported by conv_embed_db 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_conv_embed_db"); auto capture = testing::internal::GetCapturedStderr(); EXPECT_FALSE(capture.find("Perf Db: record not found") != std::string::npos); } }; bool IsTestSupportedForDevice(const miopen::Handle& handle) { std::string devName = handle.GetDeviceName(); if(devName == "gfx900" || devName == "gfx906") return true; else return false; } std::vector GetTestCases(const std::string& precision) { std::string flags = precision + " --disable-validation --verbose "; return { // clang-format off {flags + "--input 128 128 28 28 --weights 128 128 3 3 --pads_strides_dilations 1 1 1 1 1 1"}, {flags + "--input 128 256 56 56 --weights 512 256 1 1 --pads_strides_dilations 0 0 2 2 1 1"}, {flags + "--input 128 3 230 230 --weights 64 3 7 7 --pads_strides_dilations 0 0 2 2 1 1"}, {flags + "--input 128 64 56 56 --weights 64 64 3 3 --pads_strides_dilations 1 1 1 1 1 1"}, {flags + "--input 128 256 14 14 --weights 256 256 3 3 --pads_strides_dilations 1 1 1 1 1 1"}, {flags + "--input 128 512 7 7 --weights 512 512 3 3 --pads_strides_dilations 1 1 1 1 1 1"}, {flags + "--input 128 1024 14 14 --weights 512 1024 1 1 --pads_strides_dilations 0 0 2 2 1 1"}, {flags + "--input 128 1024 14 14 --weights 2048 1024 1 1 --pads_strides_dilations 0 0 2 2 1 1"}, {flags + "--input 128 256 14 14 --weights 1024 256 1 1 --pads_strides_dilations 0 0 1 1 1 1"}, {flags + "--input 128 512 28 28 --weights 256 512 1 1 --pads_strides_dilations 0 0 2 2 1 1"}, {flags + "--input 128 1024 14 14 --weights 256 1024 1 1 --pads_strides_dilations 0 0 1 1 1 1"}, {flags + "--input 128 64 56 56 --weights 256 64 1 1 --pads_strides_dilations 0 0 1 1 1 1"}, {flags + "--input 128 64 56 56 --weights 64 64 1 1 --pads_strides_dilations 0 0 1 1 1 1"}, {flags + "--input 128 128 28 28 --weights 512 128 1 1 --pads_strides_dilations 0 0 1 1 1 1"}, {flags + "--input 128 256 56 56 --weights 128 256 1 1 --pads_strides_dilations 0 0 2 2 1 1"}, {flags + "--input 128 256 56 56 --weights 64 256 1 1 --pads_strides_dilations 0 0 1 1 1 1"}, {flags + "--input 128 512 28 28 --weights 1024 512 1 1 --pads_strides_dilations 0 0 2 2 1 1"}, {flags + "--input 128 512 28 28 --weights 128 512 1 1 --pads_strides_dilations 0 0 1 1 1 1"}, {flags + "--input 128 512 7 7 --weights 2048 512 1 1 --pads_strides_dilations 0 0 1 1 1 1"}, {flags + "--input 128 2048 7 7 --weights 512 2048 1 1 --pads_strides_dilations 0 0 1 1 1 1"} // clang-format on }; } } // namespace conv_embed_db using namespace conv_embed_db; TEST_P(CPU_ConvEmbedConfig_FP32, FloatTest_conv_embed_db) { #if MIOPEN_EMBED_DB const auto& handle = get_handle(); if(IsTestSupportedForDevice(handle)) { Run2dDriver(miopenFloat); } else { GTEST_SKIP(); } #else GTEST_SKIP(); #endif }; TEST_P(CPU_ConvEmbedConfig_FP16, HalfTest_conv_embed_db) { #if MIOPEN_EMBED_DB const auto& handle = get_handle(); if(IsTestSupportedForDevice(handle)) { Run2dDriver(miopenHalf); } else { GTEST_SKIP(); } #else GTEST_SKIP(); #endif }; TEST_P(CPU_ConvEmbedConfig_I8, Int8Test_conv_embed_db) { #if MIOPEN_EMBED_DB const auto& handle = get_handle(); if(IsTestSupportedForDevice(handle)) { Run2dDriver(miopenInt8); } else { GTEST_SKIP(); } #else GTEST_SKIP(); #endif }; TEST_P(CPU_ConvEmbedConfig_BFP16, BFloat16Test_conv_embed_db) { #if MIOPEN_EMBED_DB const auto& handle = get_handle(); if(IsTestSupportedForDevice(handle)) { Run2dDriver(miopenBFloat16); } else { GTEST_SKIP(); } #else GTEST_SKIP(); #endif }; INSTANTIATE_TEST_SUITE_P(Full, CPU_ConvEmbedConfig_FP32, testing::Values(GetTestCases("--float"))); INSTANTIATE_TEST_SUITE_P(Full, CPU_ConvEmbedConfig_FP16, testing::Values(GetTestCases("--half"))); INSTANTIATE_TEST_SUITE_P(Full, CPU_ConvEmbedConfig_I8, testing::Values(GetTestCases("--int8"))); INSTANTIATE_TEST_SUITE_P(Full, CPU_ConvEmbedConfig_BFP16, testing::Values(GetTestCases("--bfloat16")));