| /* |
| * 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. |
| */ |
| #ifndef __ARM_COMPUTE_TEST_BENCHMARK_LENET5_H__ |
| #define __ARM_COMPUTE_TEST_BENCHMARK_LENET5_H__ |
| |
| #include "TensorLibrary.h" |
| #include "Utils.h" |
| |
| #include "benchmark/Profiler.h" |
| #include "benchmark/WallClockTimer.h" |
| |
| #include "model_objects/LeNet5.h" |
| |
| using namespace arm_compute; |
| using namespace arm_compute::test; |
| using namespace arm_compute::test::benchmark; |
| |
| namespace arm_compute |
| { |
| namespace test |
| { |
| namespace benchmark |
| { |
| template <typename TensorType, |
| typename Accessor, |
| typename ActivationLayerFunction, |
| typename ConvolutionLayerFunction, |
| typename FullyConnectedLayerFunction, |
| typename PoolingLayerFunction, |
| typename SoftmaxLayerFunction> |
| class LeNet5Fixture : public ::benchmark::Fixture |
| { |
| public: |
| void SetUp(::benchmark::State &state) override |
| { |
| profiler.add(std::make_shared<WallClockTimer>()); |
| |
| network.build(static_cast<unsigned int>(state.range(0))); |
| network.fill_random(); |
| } |
| |
| void TearDown(::benchmark::State &state) override |
| { |
| profiler.submit(state); |
| network.clear(); |
| } |
| |
| Profiler profiler{}; |
| model_objects::LeNet5<TensorType, |
| Accessor, |
| ActivationLayerFunction, |
| ConvolutionLayerFunction, |
| FullyConnectedLayerFunction, |
| PoolingLayerFunction, |
| SoftmaxLayerFunction> |
| network{}; |
| }; |
| } // namespace benchmark |
| } // namespace test |
| } // namespace arm_compute |
| #endif //__ARM_COMPUTE_TEST_BENCHMARK_LENET5_H__ |