/******************************************************************************* * * 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 "gtest_common.hpp" #include "../conv2d.hpp" namespace conv_hip_igemm_xdlops { 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_ConvHipIgemmXdlops_I8 : public testing::TestWithParam> { MIOPEN_DECLARE_GTEST_USES_TEST_DRIVE(); }; void Run2dDriver(miopenDataType_t prec) { std::vector params; switch(prec) { case miopenInt8: params = GPU_ConvHipIgemmXdlops_I8::GetParam(); break; case miopenFloat8_fnuz: case miopenBFloat8_fnuz: case miopenHalf: case miopenBFloat16: case miopenFloat: case miopenInt32: case miopenInt64: case miopenDouble: FAIL() << "miopenHalf, miopenBFloat16, miopenFloat, miopenInt32, " "miopenDouble data " "type not supported by " "test_conv_hip_igemm_xdlops 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 == "gfx908" || devName == "gfx90a" || devName == "gfx942") return true; else return false; } std::vector GetTestCases(const std::string& precision) { std::string fwd = " --disable-backward-data --disable-backward-weights --verbose"; std::string bwd = " --disable-forward --disable-backward-weights --verbose"; std::string layout = " --in_layout NHWC --fil_layout NHWC --out_layout NHWC"; std::string output_int8 = " --output_type int8"; std::string output_fp32 = " --output_type fp32"; std::string output_fp16 = " --output_type fp16"; std::string psd0 = " --pads_strides_dilations 0 0 1 1 1 1"; std::string psd1 = " --pads_strides_dilations 1 1 1 1 1 1"; return { // clang-format off {precision + fwd + " --input 256 128 28 28 --weights 128 128 3 3" + output_int8 + layout + psd1}, {precision + fwd + " --input 128 512 7 7 --weights 512 512 3 3" + output_int8 + layout + psd1}, {precision + fwd + " --input 128 64 56 56 --weights 64 64 1 1" + output_int8 + layout + psd0}, {precision + fwd + " --input 256 256 56 56 --weights 256 64 1 1" + output_int8 + layout + psd0}, {precision + fwd + " --input 256 128 28 28 --weights 128 128 3 3" + output_fp32 + layout + psd1}, {precision + fwd + " --input 128 512 7 7 --weights 512 512 3 3" + output_fp32 + layout + psd1}, {precision + fwd + " --input 128 64 56 56 --weights 64 64 1 1" + output_fp32 + layout + psd0}, {precision + fwd + " --input 256 256 56 56 --weights 256 64 1 1" + output_fp32 + layout + psd0}, {precision + fwd + " --input 256 128 28 28 --weights 128 128 3 3" + output_fp16 + layout + psd1}, {precision + fwd + " --input 128 512 7 7 --weights 512 512 3 3" + output_fp16 + layout + psd1}, {precision + fwd + " --input 128 64 56 56 --weights 64 64 1 1" + output_fp16 + layout + psd0}, {precision + fwd + " --input 256 256 56 56 --weights 256 64 1 1" + output_fp16 + layout + psd0}, {precision + bwd + " --input 256 128 28 28 --weights 128 128 3 3" + output_fp32 + layout + psd1}, {precision + bwd + " --input 128 512 7 7 --weights 512 512 3 3" + output_fp32 + layout + psd1}, {precision + bwd + " --input 128 64 56 56 --weights 64 64 1 1" + output_fp32 + layout + psd0}, {precision + bwd + " --input 256 256 56 56 --weights 256 64 1 1" + output_fp32 + layout + psd0}, {precision + bwd + " --input 256 128 28 28 --weights 128 128 3 3" + output_fp16 + layout + psd1}, {precision + bwd + " --input 128 512 7 7 --weights 512 512 3 3" + output_fp16 + layout + psd1}, {precision + bwd + " --input 128 64 56 56 --weights 64 64 1 1" + output_fp16 + layout + psd0}, {precision + bwd + " --input 256 256 56 56 --weights 256 64 1 1" + output_fp16 + layout + psd0} // clang-format on }; } } // namespace conv_hip_igemm_xdlops using namespace conv_hip_igemm_xdlops; TEST_P(GPU_ConvHipIgemmXdlops_I8, Int8Test) { #if MIOPEN_USE_COMPOSABLEKERNEL const auto& handle = get_handle(); if(IsTestSupportedForDevice(handle)) { Run2dDriver(miopenInt8); } else { GTEST_SKIP(); } #else GTEST_SKIP(); #endif }; INSTANTIATE_TEST_SUITE_P(Full, GPU_ConvHipIgemmXdlops_I8, testing::Values(GetTestCases("--int8")));