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author | Anthony Barbier <anthony.barbier@arm.com> | 2017-09-04 18:44:23 +0100 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-09-17 13:03:09 +0100 |
commit | 6ff3b19ee6120edf015fad8caab2991faa3070af (patch) | |
tree | a7a6dcd16dfd56d79fa1b56a313caeebcc939b68 /tests/benchmark/NEON/NormalizationLayer.cpp | |
download | ComputeLibrary-6ff3b19ee6120edf015fad8caab2991faa3070af.tar.gz |
COMPMID-344 Updated doxygen
Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae
Diffstat (limited to 'tests/benchmark/NEON/NormalizationLayer.cpp')
-rw-r--r-- | tests/benchmark/NEON/NormalizationLayer.cpp | 111 |
1 files changed, 111 insertions, 0 deletions
diff --git a/tests/benchmark/NEON/NormalizationLayer.cpp b/tests/benchmark/NEON/NormalizationLayer.cpp new file mode 100644 index 0000000000..46dc56b84d --- /dev/null +++ b/tests/benchmark/NEON/NormalizationLayer.cpp @@ -0,0 +1,111 @@ +/* + * 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/NENormalizationLayer.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/common/NormalizationLayer.h" + +namespace +{ +using NormalizationLayerAlexNetF32 = NormalizationLayer<AlexNetNormalizationLayerDataset, Tensor, NEAccessor, NENormalizationLayer>; +using NormalizationLayerAlexNetQS8 = NormalizationLayer<AlexNetNormalizationLayerDataset, Tensor, NEAccessor, NENormalizationLayer, DataType::QS8>; +using NormalizationLayerGoogLeNet = NormalizationLayer<GoogLeNetNormalizationLayerDataset, Tensor, NEAccessor, NENormalizationLayer>; +} // namespace + +// F32 +BENCHMARK_DEFINE_F(NormalizationLayerAlexNetF32, neon_alexnet) +(::benchmark::State &state) +{ + while(state.KeepRunning()) + { + // Run function + profiler.start(); + norm_layer->run(); + profiler.stop(); + } +} + +BENCHMARK_REGISTER_F(NormalizationLayerAlexNetF32, neon_alexnet) +->Threads(1) +->Apply(DataSetArgBatched<AlexNetNormalizationLayerDataset, 0, 1, 4, 8>); +BENCHMARK_REGISTER_F(NormalizationLayerAlexNetF32, neon_alexnet) +->Threads(1) +->Apply(DataSetArgBatched<AlexNetNormalizationLayerDataset, 1, 1, 4, 8>); + +// QS8 +BENCHMARK_DEFINE_F(NormalizationLayerAlexNetQS8, neon_alexnet) +(::benchmark::State &state) +{ + while(state.KeepRunning()) + { + // Run function + profiler.start(); + norm_layer->run(); + profiler.stop(); + } +} + +BENCHMARK_REGISTER_F(NormalizationLayerAlexNetQS8, neon_alexnet) +->Threads(1) +->Apply(DataSetArgBatched<AlexNetNormalizationLayerDataset, 0, 1, 4, 8>); +BENCHMARK_REGISTER_F(NormalizationLayerAlexNetQS8, neon_alexnet) +->Threads(1) +->Apply(DataSetArgBatched<AlexNetNormalizationLayerDataset, 1, 1, 4, 8>); + +BENCHMARK_DEFINE_F(NormalizationLayerGoogLeNet, neon_googlenet) +(::benchmark::State &state) +{ + while(state.KeepRunning()) + { + // Run function + profiler.start(); + norm_layer->run(); + profiler.stop(); + } +} + +BENCHMARK_REGISTER_F(NormalizationLayerGoogLeNet, neon_googlenet) +->Threads(1) +->Apply(DataSetArgBatched<GoogLeNetNormalizationLayerDataset, 0, 1, 4, 8>); +BENCHMARK_REGISTER_F(NormalizationLayerGoogLeNet, neon_googlenet) +->Threads(1) +->Apply(DataSetArgBatched<GoogLeNetNormalizationLayerDataset, 1, 1, 4, 8>); |