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Diffstat (limited to 'tests/benchmark/CL/GEMM.cpp')
| -rw-r--r-- | tests/benchmark/CL/GEMM.cpp | 539 |
1 files changed, 0 insertions, 539 deletions
diff --git a/tests/benchmark/CL/GEMM.cpp b/tests/benchmark/CL/GEMM.cpp deleted file mode 100644 index 87dad05f30..0000000000 --- a/tests/benchmark/CL/GEMM.cpp +++ /dev/null @@ -1,539 +0,0 @@ -/* - * 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 "CL/CLAccessor.h" -#include "Globals.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/CL/CLScheduler.h" -#include "arm_compute/runtime/CL/CLTensor.h" -#include "arm_compute/runtime/CL/CLTensorAllocator.h" -#include "arm_compute/runtime/CL/functions/CLGEMM.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::cl; - -#include "benchmark/CL/GEMM.h" - -namespace -{ -using GEMMFP16GoogLeNet1 = GEMM<GoogLeNetGEMMDataset1, CLTensor, CLAccessor, CLGEMM, DataType::F16>; -using GEMMFP16GoogLeNet2 = GEMM<GoogLeNetGEMMDataset2, CLTensor, CLAccessor, CLGEMM, DataType::F16>; -using GEMMFP32GoogLeNet1 = GEMM<GoogLeNetGEMMDataset1, CLTensor, CLAccessor, CLGEMM, DataType::F32>; -using GEMMFP32GoogLeNet2 = GEMM<GoogLeNetGEMMDataset2, CLTensor, CLAccessor, CLGEMM, DataType::F32>; -using FP16MatrixMultiply = GEMM<MatrixMultiplyDataset, CLTensor, CLAccessor, CLGEMM, DataType::F16>; -using FP32MatrixMultiply = GEMM<MatrixMultiplyDataset, CLTensor, CLAccessor, CLGEMM, DataType::F32>; -} // namespace - -BENCHMARK_DEFINE_F(GEMMFP16GoogLeNet1, cl_googlenet) -(::benchmark::State &state) -{ - while(state.KeepRunning()) - { - // Run function - profiler.start(); - gemm_layer->run(); - CLScheduler::get().sync(); - profiler.stop(); - } -} - -BENCHMARK_DEFINE_F(GEMMFP16GoogLeNet2, cl_googlenet) -(::benchmark::State &state) -{ - while(state.KeepRunning()) - { - // Run function - profiler.start(); - gemm_layer->run(); - CLScheduler::get().sync(); - profiler.stop(); - } -} - -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 0>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 1>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 2>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 3>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 4>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 5>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 6>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 7>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 8>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 9>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 10>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 11>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 12>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 13>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 14>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 15>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 16>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 17>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 18>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 19>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 20>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 21>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 22>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 23>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 24>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 25>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 26>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 27>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 28>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 29>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 30>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 31>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 0>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 1>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 2>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 3>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 4>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 5>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 6>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 7>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 8>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 9>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 10>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 11>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 12>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 13>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 14>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 15>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 16>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 17>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 18>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 19>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 20>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 21>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 22>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 23>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 24>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 25>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 26>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 27>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 28>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 29>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 30>); -BENCHMARK_REGISTER_F(GEMMFP16GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 31>); - -BENCHMARK_DEFINE_F(GEMMFP32GoogLeNet1, cl_googlenet) -(::benchmark::State &state) -{ - while(state.KeepRunning()) - { - // Run function - profiler.start(); - gemm_layer->run(); - CLScheduler::get().sync(); - profiler.stop(); - } -} - -BENCHMARK_DEFINE_F(GEMMFP32GoogLeNet2, cl_googlenet) -(::benchmark::State &state) -{ - while(state.KeepRunning()) - { - // Run function - profiler.start(); - gemm_layer->run(); - CLScheduler::get().sync(); - profiler.stop(); - } -} - -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 0>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 1>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 2>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 3>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 4>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 5>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 6>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 7>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 8>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 9>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 10>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 11>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 12>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 13>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 14>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 15>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 16>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 17>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 18>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 19>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 20>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 21>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 22>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 23>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 24>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 25>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 26>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 27>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 28>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 29>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 30>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet1, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset1, 31>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 0>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 1>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 2>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 3>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 4>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 5>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 6>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 7>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 8>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 9>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 10>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 11>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 12>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 13>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 14>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 15>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 16>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 17>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 18>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 19>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 20>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 21>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 22>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 23>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 24>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 25>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 26>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 27>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 28>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 29>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 30>); -BENCHMARK_REGISTER_F(GEMMFP32GoogLeNet2, cl_googlenet) -->Threads(1) -->Apply(DataSetArg<GoogLeNetGEMMDataset2, 31>); - -BENCHMARK_DEFINE_F(FP16MatrixMultiply, cl_matrix_multiply) -(::benchmark::State &state) -{ - while(state.KeepRunning()) - { - // Run function - profiler.start(); - gemm_layer->run(); - CLScheduler::get().sync(); - profiler.stop(); - } -} - -BENCHMARK_REGISTER_F(FP16MatrixMultiply, cl_matrix_multiply) -->Threads(1) -->Apply(DataSetArg<MatrixMultiplyDataset, 0>); -BENCHMARK_REGISTER_F(FP16MatrixMultiply, cl_matrix_multiply) -->Threads(1) -->Apply(DataSetArg<MatrixMultiplyDataset, 1>); -BENCHMARK_REGISTER_F(FP16MatrixMultiply, cl_matrix_multiply) -->Threads(1) -->Apply(DataSetArg<MatrixMultiplyDataset, 2>); - -BENCHMARK_DEFINE_F(FP32MatrixMultiply, cl_matrix_multiply) -(::benchmark::State &state) -{ - while(state.KeepRunning()) - { - // Run function - profiler.start(); - gemm_layer->run(); - CLScheduler::get().sync(); - profiler.stop(); - } -} - -BENCHMARK_REGISTER_F(FP32MatrixMultiply, cl_matrix_multiply) -->Threads(1) -->Apply(DataSetArg<MatrixMultiplyDataset, 0>); -BENCHMARK_REGISTER_F(FP32MatrixMultiply, cl_matrix_multiply) -->Threads(1) -->Apply(DataSetArg<MatrixMultiplyDataset, 1>); -BENCHMARK_REGISTER_F(FP32MatrixMultiply, cl_matrix_multiply) -->Threads(1) -->Apply(DataSetArg<MatrixMultiplyDataset, 2>); |