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Diffstat (limited to 'tests/benchmark/NEON/GEMM.cpp')
| -rw-r--r-- | tests/benchmark/NEON/GEMM.cpp | 709 |
1 files changed, 709 insertions, 0 deletions
diff --git a/tests/benchmark/NEON/GEMM.cpp b/tests/benchmark/NEON/GEMM.cpp new file mode 100644 index 0000000000..9190309f1c --- /dev/null +++ b/tests/benchmark/NEON/GEMM.cpp @@ -0,0 +1,709 @@ +/* + * 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>); |