/******************************************************************************* * * 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 "gtest_common.hpp" #include "../conv2d.hpp" namespace { auto GetTestCases() { const auto env_fwd = std::tuple{ std::pair{MIOPEN_FIND_MODE, "normal"}, std::pair{MIOPEN_DEBUG_FIND_ONLY_SOLVER, "ConvAsmImplicitGemmGTCDynamicFwdDlopsNCHWC"}}; const std::string v = " --verbose"; const std::string dis_bk_data = " --disable-backward-data"; const std::string dis_bk_wei = " --disable-backward-weights"; const std::string in_nchw = " --in_layout NCHW"; const std::string fil_nchw = " --fil_layout NCHW"; const std::string fil_chwn = " --fil_layout CHWN"; const std::string out_nchw = " --out_layout NCHW"; const std::string tensor = " --tensor_vect 1"; const std::string vlen4 = " --vector_length 4"; const std::string vlen8 = " --vector_length 8"; const std::string common_base = " --cmode convfp16" + dis_bk_data + dis_bk_wei + in_nchw; const std::string nchwc_nchwc_base = common_base + fil_nchw + out_nchw + tensor; const std::string nchwc_nchwc_fwd_fp16x4 = nchwc_nchwc_base + vlen4; const std::string nchwc_nchwc_fwd_fp16x8 = nchwc_nchwc_base + vlen8; const std::string nchwc_chwnc_base = common_base + fil_chwn + out_nchw + tensor; const std::string nchwc_chwnc_fwd_fp16x4 = nchwc_chwnc_base + vlen4; const std::string nchwc_chwnc_fwd_fp16x8 = nchwc_chwnc_base + vlen8; return std::vector{ // clang-format off //nchwc_nchwc_fwd_fp16x4 std::pair{env_fwd, v + " --input 1 8 10 10 --weights 8 8 3 3 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 32 160 73 73 --weights 64 160 1 1 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 16 64 56 56 --weights 64 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 2 256 40 52 --weights 256 256 1 1 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 2 64 32 28 --weights 64 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 32 128 14 14 --weights 64 128 1 1 --pads_strides_dilations 0 0 2 2 1 1" + nchwc_nchwc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 64 64 17 17 --weights 192 64 1 7 --pads_strides_dilations 0 3 1 1 1 1" + nchwc_nchwc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 64 64 17 17 --weights 192 64 7 1 --pads_strides_dilations 3 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 4 128 28 28 --weights 128 128 2 2 --pads_strides_dilations 0 0 2 2 1 1" + nchwc_nchwc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 32 128 8 8 --weights 192 128 3 1 --pads_strides_dilations 1 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 64 192 17 17 --weights 160 192 3 3 --pads_strides_dilations 0 0 2 2 1 1" + nchwc_nchwc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 64 32 73 73 --weights 64 32 3 3 --pads_strides_dilations 1 1 1 1 1 1" + nchwc_nchwc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 16 64 56 56 --weights 64 64 3 3 --pads_strides_dilations 1 1 1 1 1 1" + nchwc_nchwc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 16 16 25 25 --weights 64 16 3 3 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 4 32 79 141 --weights 64 32 5 10 --pads_strides_dilations 0 0 2 2 1 1" + nchwc_nchwc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 400 256 7 7 --weights 1024 256 7 7 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 400 256 1 1 --weights 1024 256 1 1 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x4}, //nchwc_chwnc_fwd_fp16x4 std::pair{env_fwd, v + " --input 64 256 7 7 --weights 256 3 3 128 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 32 160 73 73 --weights 160 1 1 64 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 16 64 56 56 --weights 64 1 1 64 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 2 256 40 52 --weights 256 1 1 256 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 2 64 32 28 --weights 64 1 1 64 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 32 128 14 14 --weights 128 1 1 64 --pads_strides_dilations 0 0 2 2 1 1" + nchwc_chwnc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 64 64 17 17 --weights 64 3 7 192 --pads_strides_dilations 0 3 1 1 1 1" + nchwc_chwnc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 64 64 17 17 --weights 64 7 1 192 --pads_strides_dilations 3 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 4 128 28 28 --weights 128 2 2 128 --pads_strides_dilations 0 0 2 2 1 1" + nchwc_chwnc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 32 128 8 8 --weights 128 3 1 192 --pads_strides_dilations 1 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 64 192 17 17 --weights 192 3 3 160 --pads_strides_dilations 0 0 2 2 1 1" + nchwc_chwnc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 64 32 73 73 --weights 32 3 3 64 --pads_strides_dilations 1 1 1 1 1 1" + nchwc_chwnc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 16 64 56 56 --weights 64 3 3 64 --pads_strides_dilations 1 1 1 1 1 1" + nchwc_chwnc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 16 16 25 25 --weights 16 3 3 64 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 4 32 79 141 --weights 32 5 10 64 --pads_strides_dilations 0 0 2 2 1 1" + nchwc_chwnc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 400 256 7 7 --weights 256 7 7 1024 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x4}, std::pair{env_fwd, v + " --input 400 256 1 1 --weights 256 1 1 1024 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x4}, //nchwc_nchwc_fwd_fp16x8 std::pair{env_fwd, v + " --input 1 8 10 10 --weights 8 8 3 3 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 32 160 73 73 --weights 64 160 1 1 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 16 64 56 56 --weights 64 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 2 256 40 52 --weights 256 256 1 1 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 2 64 32 28 --weights 64 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 32 128 14 14 --weights 64 128 1 1 --pads_strides_dilations 0 0 2 2 1 1" + nchwc_nchwc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 64 64 17 17 --weights 192 64 1 7 --pads_strides_dilations 0 3 1 1 1 1" + nchwc_nchwc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 64 64 17 17 --weights 192 64 7 1 --pads_strides_dilations 3 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 4 128 28 28 --weights 128 128 2 2 --pads_strides_dilations 0 0 2 2 1 1" + nchwc_nchwc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 32 128 8 8 --weights 192 128 3 1 --pads_strides_dilations 1 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 64 192 17 17 --weights 160 192 3 3 --pads_strides_dilations 0 0 2 2 1 1" + nchwc_nchwc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 64 32 73 73 --weights 64 32 3 3 --pads_strides_dilations 1 1 1 1 1 1" + nchwc_nchwc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 16 64 56 56 --weights 64 64 3 3 --pads_strides_dilations 1 1 1 1 1 1" + nchwc_nchwc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 16 16 25 25 --weights 64 16 3 3 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 4 32 79 141 --weights 64 32 5 10 --pads_strides_dilations 0 0 2 2 1 1" + nchwc_nchwc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 400 256 7 7 --weights 1024 256 7 7 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 400 256 1 1 --weights 1024 256 1 1 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_nchwc_fwd_fp16x8}, //nchwc_chwnc_fwd_fp16x8 std::pair{env_fwd, v + " --input 64 256 7 7 --weights 256 1 1 128 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 32 160 73 73 --weights 160 1 1 64 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 16 64 56 56 --weights 64 1 1 64 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 2 256 40 52 --weights 256 1 1 256 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 2 64 32 28 --weights 64 1 1 64 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 32 128 14 14 --weights 128 1 1 64 --pads_strides_dilations 0 0 2 2 1 1" + nchwc_chwnc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 64 64 17 17 --weights 64 1 7 192 --pads_strides_dilations 0 3 1 1 1 1" + nchwc_chwnc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 64 64 17 17 --weights 64 7 1 192 --pads_strides_dilations 3 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 4 128 28 28 --weights 128 2 2 128 --pads_strides_dilations 0 0 2 2 1 1" + nchwc_chwnc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 32 128 8 8 --weights 128 3 1 192 --pads_strides_dilations 1 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 64 192 17 17 --weights 192 3 3 160 --pads_strides_dilations 0 0 2 2 1 1" + nchwc_chwnc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 64 32 73 73 --weights 32 3 3 64 --pads_strides_dilations 1 1 1 1 1 1" + nchwc_chwnc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 16 64 56 56 --weights 64 3 3 64 --pads_strides_dilations 1 1 1 1 1 1" + nchwc_chwnc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 16 16 25 25 --weights 16 3 3 64 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 4 32 79 141 --weights 32 5 10 64 --pads_strides_dilations 0 0 2 2 1 1" + nchwc_chwnc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 400 256 7 7 --weights 256 7 7 1024 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x8}, std::pair{env_fwd, v + " --input 400 256 1 1 --weights 256 1 1 1024 --pads_strides_dilations 0 0 1 1 1 1" + nchwc_chwnc_fwd_fp16x8} // clang-format on }; } using TestCase = decltype(GetTestCases())::value_type; bool SkipTest() { return get_handle_xnack(); } bool IsTestSupportedForDevice() { using e_mask = enabled; using d_mask = disabled; return ::IsTestSupportedForDevMask(); } } // namespace class GPU_Conv2dDefaultIGemmDynamicDLops_FP16 : public HalfTestCase> { MIOPEN_DECLARE_GTEST_USES_TEST_DRIVE(); }; TEST_P(GPU_Conv2dDefaultIGemmDynamicDLops_FP16, HalfTest_conv_igemm_dynamic_dlops) { if(IsTestSupportedForDevice() && !SkipTest()) { invoke_with_params(default_check); } else { GTEST_SKIP(); } }; INSTANTIATE_TEST_SUITE_P(Full, GPU_Conv2dDefaultIGemmDynamicDLops_FP16, testing::Values(GetTestCases()));