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_ACTIVATION_LAYER_H__ |
| 25 | #define __ARM_COMPUTE_TEST_BENCHMARK_ACTIVATION_LAYER_H__ |
| 26 | |
| 27 | #include "TensorLibrary.h" |
| 28 | #include "Utils.h" |
| 29 | #include "dataset/ActivationLayerDataset.h" |
| 30 | |
| 31 | #include <memory> |
| 32 | |
| 33 | using namespace arm_compute; |
| 34 | using namespace arm_compute::test; |
| 35 | using namespace arm_compute::test::benchmark; |
| 36 | |
| 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace test |
| 40 | { |
| 41 | namespace benchmark |
| 42 | { |
| 43 | template <typename DataSet, typename TensorType, typename Accessor, typename Function, DataType dt = DataType::F32> |
| 44 | class ActivationLayer : public ::benchmark::Fixture |
| 45 | { |
| 46 | public: |
| 47 | void SetUp(::benchmark::State &state) override |
| 48 | { |
| 49 | profiler.add(std::make_shared<WallClockTimer>()); |
| 50 | |
| 51 | const ActivationLayerDataObject act_obj = *(DataSet().begin() + state.range(0)); |
| 52 | |
| 53 | // Set batched in source and destination shapes |
| 54 | const unsigned int batches = state.range(1); |
| 55 | const unsigned int fixed_point_position = 4; |
| 56 | TensorShape shape = act_obj.shape; |
| 57 | shape.set(shape.num_dimensions(), batches); |
| 58 | |
| 59 | // Create tensors |
Moritz Pflanzer | 94450f1 | 2017-06-30 12:48:43 +0100 | [diff] [blame] | 60 | src = create_tensor<TensorType>(shape, dt, 1, fixed_point_position); |
| 61 | dst = create_tensor<TensorType>(shape, dt, 1, fixed_point_position); |
Anthony Barbier | 6ff3b19 | 2017-09-04 18:44:23 +0100 | [diff] [blame] | 62 | |
| 63 | // Create and configure function |
| 64 | act_layer.configure(&src, &dst, act_obj.info); |
| 65 | |
| 66 | // Allocate tensors |
| 67 | src.allocator()->allocate(); |
| 68 | dst.allocator()->allocate(); |
| 69 | |
| 70 | // Fill tensors |
| 71 | library->fill_tensor_uniform(Accessor(src), 0); |
| 72 | } |
| 73 | |
| 74 | void TearDown(::benchmark::State &state) override |
| 75 | { |
| 76 | src.allocator()->free(); |
| 77 | dst.allocator()->free(); |
| 78 | |
| 79 | profiler.submit(state); |
| 80 | } |
| 81 | |
| 82 | Function act_layer{}; |
| 83 | Profiler profiler{}; |
| 84 | |
| 85 | private: |
| 86 | TensorType src{}; |
| 87 | TensorType dst{}; |
| 88 | }; |
| 89 | } // namespace benchmark |
| 90 | } // namespace test |
| 91 | } // namespace arm_compute |
| 92 | #endif //__ARM_COMPUTE_TEST_BENCHMARK_ACTIVATION_LAYER_H__ |