| /* |
| * Copyright (c) 2017 ARM Limited. |
| * |
| * SPDX-License-Identifier: MIT |
| * |
| * 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 "Globals.h" |
| #include "NEON/Helper.h" |
| #include "NEON/NEAccessor.h" |
| #include "TensorLibrary.h" |
| #include "benchmark/Datasets.h" |
| #include "benchmark/Profiler.h" |
| #include "benchmark/WallClockTimer.h" |
| |
| #include "arm_compute/core/Helpers.h" |
| #include "arm_compute/core/Types.h" |
| #include "arm_compute/runtime/NEON/functions/NEGEMM.h" |
| #include "arm_compute/runtime/Tensor.h" |
| #include "arm_compute/runtime/TensorAllocator.h" |
| |
| #include "benchmark/benchmark_api.h" |
| |
| using namespace arm_compute; |
| using namespace arm_compute::test; |
| using namespace arm_compute::test::benchmark; |
| using namespace arm_compute::test::neon; |
| |
| #include "benchmark/NEON/GEMM.h" |
| |
| namespace |
| { |
| #ifdef ENABLE_FP16 |
| using GEMMFP16GoogLeNet1 = GEMM<GoogLeNetGEMMDataset1, Tensor, NEAccessor, NEGEMM, DataType::F16>; |
| using GEMMFP16GoogLeNet2 = GEMM<GoogLeNetGEMMDataset2, Tensor, NEAccessor, NEGEMM, DataType::F16>; |
| #endif /* ENABLE_FP16 */ |
| using GEMMFP32GoogLeNet1 = GEMM<GoogLeNetGEMMDataset1, Tensor, NEAccessor, NEGEMM, DataType::F32>; |
| using GEMMFP32GoogLeNet2 = GEMM<GoogLeNetGEMMDataset2, Tensor, NEAccessor, NEGEMM, DataType::F32>; |
| using GEMMQS8GoogLeNet1 = GEMM<GoogLeNetGEMMDataset1, Tensor, NEAccessor, NEGEMM, DataType::QS8>; |
| using GEMMQS8GoogLeNet2 = GEMM<GoogLeNetGEMMDataset2, Tensor, NEAccessor, NEGEMM, DataType::QS8>; |
| } // namespace |
| #ifdef ENABLE_FP16 |
| BENCHMARK_DEFINE_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| (::benchmark::State &state) |
| { |
| while(state.KeepRunning()) |
| { |
| // Run function |
| profiler.start(); |
| gemm_layer->run(); |
| profiler.stop(); |
| } |
| } |
| |
| BENCHMARK_DEFINE_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| (::benchmark::State &state) |
| { |
| while(state.KeepRunning()) |
| { |
| // Run function |
| profiler.start(); |
| gemm_layer->run(); |
| profiler.stop(); |
| } |
| } |
| |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 0>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 1>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 2>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 3>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 4>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 5>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 6>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 7>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 8>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 9>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 10>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 11>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 12>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 13>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 14>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 15>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 16>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 17>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 18>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 19>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 20>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 21>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 22>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 23>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 24>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 25>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 26>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 27>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 28>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 29>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 30>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 31>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 0>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 1>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 2>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 3>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 4>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 5>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 6>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 7>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 8>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 9>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 10>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 11>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 12>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 13>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 14>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 15>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 16>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 17>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 18>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 19>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 20>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 21>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 22>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 23>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 24>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 25>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 26>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 27>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 28>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 29>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 30>); |
| BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 31>); |
| #endif /* ENABLE_FP16 */ |
| |
| BENCHMARK_DEFINE_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| (::benchmark::State &state) |
| { |
| while(state.KeepRunning()) |
| { |
| // Run function |
| profiler.start(); |
| gemm_layer->run(); |
| profiler.stop(); |
| } |
| } |
| |
| BENCHMARK_DEFINE_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| (::benchmark::State &state) |
| { |
| while(state.KeepRunning()) |
| { |
| // Run function |
| profiler.start(); |
| gemm_layer->run(); |
| profiler.stop(); |
| } |
| } |
| |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 0>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 1>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 2>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 3>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 4>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 5>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 6>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 7>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 8>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 9>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 10>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 11>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 12>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 13>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 14>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 15>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 16>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 17>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 18>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 19>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 20>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 21>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 22>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 23>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 24>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 25>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 26>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 27>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 28>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 29>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 30>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 31>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 0>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 1>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 2>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 3>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 4>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 5>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 6>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 7>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 8>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 9>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 10>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 11>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 12>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 13>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 14>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 15>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 16>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 17>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 18>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 19>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 20>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 21>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 22>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 23>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 24>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 25>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 26>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 27>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 28>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 29>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 30>); |
| BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 31>); |
| |
| BENCHMARK_DEFINE_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| (::benchmark::State &state) |
| { |
| while(state.KeepRunning()) |
| { |
| // Run function |
| profiler.start(); |
| gemm_layer->run(); |
| profiler.stop(); |
| } |
| } |
| |
| BENCHMARK_DEFINE_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| (::benchmark::State &state) |
| { |
| while(state.KeepRunning()) |
| { |
| // Run function |
| profiler.start(); |
| gemm_layer->run(); |
| profiler.stop(); |
| } |
| } |
| |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 0>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 1>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 2>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 3>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 4>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 5>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 6>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 7>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 8>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 9>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 10>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 11>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 12>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 13>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 14>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 15>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 16>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 17>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 18>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 19>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 20>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 21>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 22>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 23>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 24>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 25>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 26>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 27>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 28>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 29>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 30>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet1, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset1, 31>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 0>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 1>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 2>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 3>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 4>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 5>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 6>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 7>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 8>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 9>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 10>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 11>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 12>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 13>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 14>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 15>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 16>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 17>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 18>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 19>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 20>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 21>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 22>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 23>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 24>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 25>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 26>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 27>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 28>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 29>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 30>); |
| BENCHMARK_REGISTER_F(GEMMQS8GoogLeNet2, neon_googlenet) |
| ->Threads(1) |
| ->Apply(DataSetArg<GoogLeNetGEMMDataset2, 31>); |