diff options
Diffstat (limited to 'tests/benchmark/system_tests/NEON/AlexNet.cpp')
| -rw-r--r-- | tests/benchmark/system_tests/NEON/AlexNet.cpp | 120 |
1 files changed, 120 insertions, 0 deletions
diff --git a/tests/benchmark/system_tests/NEON/AlexNet.cpp b/tests/benchmark/system_tests/NEON/AlexNet.cpp new file mode 100644 index 0000000000..2d222e7309 --- /dev/null +++ b/tests/benchmark/system_tests/NEON/AlexNet.cpp @@ -0,0 +1,120 @@ +/* + * 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/NEActivationLayer.h" +#include "arm_compute/runtime/NEON/functions/NEConvolutionLayer.h" +#include "arm_compute/runtime/NEON/functions/NEFullyConnectedLayer.h" +#include "arm_compute/runtime/NEON/functions/NENormalizationLayer.h" +#include "arm_compute/runtime/NEON/functions/NEPoolingLayer.h" +#include "arm_compute/runtime/NEON/functions/NESoftmaxLayer.h" +#include "arm_compute/runtime/SubTensor.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/system_tests/common/AlexNet.h" + +namespace +{ +using AlexNetSystemTestF32 = AlexNetFixture<ITensor, + Tensor, + SubTensor, + NEAccessor, + NEActivationLayer, + NEConvolutionLayer, + NEFullyConnectedLayer, + NENormalizationLayer, + NEPoolingLayer, + NESoftmaxLayer, + DataType::F32>; + +using AlexNetSystemTestQS8 = AlexNetFixture<ITensor, + Tensor, + SubTensor, + NEAccessor, + NEActivationLayer, + NEConvolutionLayer, + NEFullyConnectedLayer, + NENormalizationLayer, + NEPoolingLayer, + NESoftmaxLayer, + DataType::QS8>; +} // namespace + +// F32 +BENCHMARK_DEFINE_F(AlexNetSystemTestF32, neon_alexnet) +(::benchmark::State &state) +{ + while(state.KeepRunning()) + { + // Run AlexNet + profiler.start(); + network.run(); + profiler.stop(); + } +} + +BENCHMARK_REGISTER_F(AlexNetSystemTestF32, neon_alexnet) +->Threads(1) +->Iterations(10) +->ArgName("batch_size") +->Arg(1) +->Arg(4) +->Arg(8); + +// QS8 +BENCHMARK_DEFINE_F(AlexNetSystemTestQS8, neon_alexnet) +(::benchmark::State &state) +{ + while(state.KeepRunning()) + { + // Run AlexNet + profiler.start(); + network.run(); + profiler.stop(); + } +} + +BENCHMARK_REGISTER_F(AlexNetSystemTestQS8, neon_alexnet) +->Threads(1) +->Iterations(10) +->ArgName("batch_size") +->Arg(1) +->Arg(4) +->Arg(8);
\ No newline at end of file |