Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 1 | /* |
Anthony Barbier | 72856ab | 2018-01-11 10:45:24 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2018 ARM Limited. |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 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_CONVOLUTIONLAYERFIXTURE |
| 25 | #define ARM_COMPUTE_TEST_CONVOLUTIONLAYERFIXTURE |
| 26 | |
| 27 | #include "arm_compute/core/TensorShape.h" |
| 28 | #include "arm_compute/core/Types.h" |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 29 | #include "tests/Globals.h" |
| 30 | #include "tests/Utils.h" |
Moritz Pflanzer | a09de0c | 2017-09-01 20:41:12 +0100 | [diff] [blame] | 31 | #include "tests/framework/Fixture.h" |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 32 | |
| 33 | namespace arm_compute |
| 34 | { |
| 35 | namespace test |
| 36 | { |
Michalis Spyrou | 724079d | 2017-12-15 11:37:37 +0000 | [diff] [blame] | 37 | namespace benchmark |
| 38 | { |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 39 | /** Fixture that can be used for NEON and CL */ |
| 40 | template <typename TensorType, typename Function, typename Accessor> |
| 41 | class ConvolutionLayerFixture : public framework::Fixture |
| 42 | { |
| 43 | public: |
Moritz Pflanzer | b6c8d24 | 2017-07-18 13:42:54 +0100 | [diff] [blame] | 44 | template <typename...> |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 45 | void setup(TensorShape src_shape, TensorShape weights_shape, TensorShape biases_shape, TensorShape dst_shape, PadStrideInfo info, Size2D dilation, ActivationLayerInfo act_info, DataType data_type, |
| 46 | int batches) |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 47 | { |
| 48 | // Set batched in source and destination shapes |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 49 | src_shape.set(3 /* batch */, batches); |
| 50 | dst_shape.set(3 /* batch */, batches); |
Georgios Pinitas | 5b52fe3 | 2018-07-12 12:42:35 +0100 | [diff] [blame] | 51 | DataType bias_data_type = is_data_type_quantized_asymmetric(data_type) ? DataType::S32 : data_type; |
| 52 | const QuantizationInfo qinfo(2.f / 255.f, 127); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 53 | |
| 54 | // Create tensors |
Georgios Pinitas | 5b52fe3 | 2018-07-12 12:42:35 +0100 | [diff] [blame] | 55 | src = create_tensor<TensorType>(src_shape, data_type, 1, qinfo); |
| 56 | weights = create_tensor<TensorType>(weights_shape, data_type, 1, qinfo); |
Vidhya Sudhan Loganathan | 014333d | 2018-07-02 09:13:49 +0100 | [diff] [blame] | 57 | biases = create_tensor<TensorType>(biases_shape, bias_data_type, 1); |
Georgios Pinitas | 5b52fe3 | 2018-07-12 12:42:35 +0100 | [diff] [blame] | 58 | dst = create_tensor<TensorType>(dst_shape, data_type, 1, qinfo); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 59 | |
| 60 | // Create and configure function |
Isabella Gottardi | 3f217ec | 2018-02-12 14:59:19 +0000 | [diff] [blame] | 61 | conv_layer.configure(&src, &weights, &biases, &dst, info, WeightsInfo(), dilation, act_info); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 62 | |
| 63 | // Allocate tensors |
| 64 | src.allocator()->allocate(); |
| 65 | weights.allocator()->allocate(); |
| 66 | biases.allocator()->allocate(); |
| 67 | dst.allocator()->allocate(); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 68 | } |
| 69 | |
| 70 | void run() |
| 71 | { |
| 72 | conv_layer.run(); |
Joel Liang | 1c5ffd6 | 2017-12-28 10:09:51 +0800 | [diff] [blame] | 73 | } |
| 74 | |
| 75 | void sync() |
| 76 | { |
| 77 | sync_if_necessary<TensorType>(); |
| 78 | sync_tensor_if_necessary<TensorType>(dst); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 79 | } |
| 80 | |
| 81 | void teardown() |
| 82 | { |
| 83 | src.allocator()->free(); |
| 84 | weights.allocator()->free(); |
| 85 | biases.allocator()->free(); |
| 86 | dst.allocator()->free(); |
| 87 | } |
| 88 | |
| 89 | private: |
| 90 | TensorType src{}; |
| 91 | TensorType weights{}; |
| 92 | TensorType biases{}; |
| 93 | TensorType dst{}; |
| 94 | Function conv_layer{}; |
| 95 | }; |
Michalis Spyrou | 724079d | 2017-12-15 11:37:37 +0000 | [diff] [blame] | 96 | } // namespace benchmark |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 97 | } // namespace test |
| 98 | } // namespace arm_compute |
| 99 | #endif /* ARM_COMPUTE_TEST_CONVOLUTIONLAYERFIXTURE */ |