Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2017 ARM Limited. |
| 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #ifndef __ARM_COMPUTE_TEST_BENCHMARK_LENET5_H__ |
| 25 | #define __ARM_COMPUTE_TEST_BENCHMARK_LENET5_H__ |
| 26 | |
Moritz Pflanzer | 94450f1 | 2017-06-30 12:48:43 +0100 | [diff] [blame^] | 27 | #include "tests/TensorLibrary.h" |
| 28 | #include "tests/Utils.h" |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 29 | |
| 30 | #include "benchmark/Profiler.h" |
| 31 | #include "benchmark/WallClockTimer.h" |
| 32 | |
| 33 | #include "model_objects/LeNet5.h" |
| 34 | |
| 35 | using namespace arm_compute; |
| 36 | using namespace arm_compute::test; |
| 37 | using namespace arm_compute::test::benchmark; |
| 38 | |
| 39 | namespace arm_compute |
| 40 | { |
| 41 | namespace test |
| 42 | { |
| 43 | namespace benchmark |
| 44 | { |
| 45 | template <typename TensorType, |
| 46 | typename Accessor, |
| 47 | typename ActivationLayerFunction, |
| 48 | typename ConvolutionLayerFunction, |
| 49 | typename FullyConnectedLayerFunction, |
| 50 | typename PoolingLayerFunction, |
| 51 | typename SoftmaxLayerFunction> |
| 52 | class LeNet5Fixture : public ::benchmark::Fixture |
| 53 | { |
| 54 | public: |
| 55 | void SetUp(::benchmark::State &state) override |
| 56 | { |
| 57 | profiler.add(std::make_shared<WallClockTimer>()); |
| 58 | |
| 59 | network.build(static_cast<unsigned int>(state.range(0))); |
| 60 | network.fill_random(); |
| 61 | } |
| 62 | |
| 63 | void TearDown(::benchmark::State &state) override |
| 64 | { |
| 65 | profiler.submit(state); |
| 66 | network.clear(); |
| 67 | } |
| 68 | |
| 69 | Profiler profiler{}; |
| 70 | model_objects::LeNet5<TensorType, |
| 71 | Accessor, |
| 72 | ActivationLayerFunction, |
| 73 | ConvolutionLayerFunction, |
| 74 | FullyConnectedLayerFunction, |
| 75 | PoolingLayerFunction, |
| 76 | SoftmaxLayerFunction> |
| 77 | network{}; |
| 78 | }; |
| 79 | } // namespace benchmark |
| 80 | } // namespace test |
| 81 | } // namespace arm_compute |
Moritz Pflanzer | 94450f1 | 2017-06-30 12:48:43 +0100 | [diff] [blame^] | 82 | #endif |