Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 1 | /* |
Alex Gilday | 7da29b6 | 2018-03-23 14:16:00 +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_CONVOLUTION_LAYER_DATASET |
| 25 | #define ARM_COMPUTE_TEST_CONVOLUTION_LAYER_DATASET |
| 26 | |
Anthony Barbier | 2a07e18 | 2017-08-04 18:20:27 +0100 | [diff] [blame] | 27 | #include "utils/TypePrinter.h" |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 28 | |
| 29 | #include "arm_compute/core/TensorShape.h" |
| 30 | #include "arm_compute/core/Types.h" |
| 31 | |
| 32 | namespace arm_compute |
| 33 | { |
| 34 | namespace test |
| 35 | { |
| 36 | namespace datasets |
| 37 | { |
| 38 | class ConvolutionLayerDataset |
| 39 | { |
| 40 | public: |
Alex Gilday | 7da29b6 | 2018-03-23 14:16:00 +0000 | [diff] [blame] | 41 | using type = std::tuple<TensorShape, TensorShape, TensorShape, TensorShape, PadStrideInfo, Size2D>; |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 42 | |
| 43 | struct iterator |
| 44 | { |
| 45 | iterator(std::vector<TensorShape>::const_iterator src_it, |
| 46 | std::vector<TensorShape>::const_iterator weights_it, |
| 47 | std::vector<TensorShape>::const_iterator biases_it, |
| 48 | std::vector<TensorShape>::const_iterator dst_it, |
Alex Gilday | 7da29b6 | 2018-03-23 14:16:00 +0000 | [diff] [blame] | 49 | std::vector<PadStrideInfo>::const_iterator infos_it, |
| 50 | std::vector<Size2D>::const_iterator dilation_it) |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 51 | : _src_it{ std::move(src_it) }, |
| 52 | _weights_it{ std::move(weights_it) }, |
| 53 | _biases_it{ std::move(biases_it) }, |
| 54 | _dst_it{ std::move(dst_it) }, |
Alex Gilday | 7da29b6 | 2018-03-23 14:16:00 +0000 | [diff] [blame] | 55 | _infos_it{ std::move(infos_it) }, |
| 56 | _dilation_it{ std::move(dilation_it) } |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 57 | { |
| 58 | } |
| 59 | |
| 60 | std::string description() const |
| 61 | { |
| 62 | std::stringstream description; |
| 63 | description << "In=" << *_src_it << ":"; |
| 64 | description << "Weights=" << *_weights_it << ":"; |
| 65 | description << "Biases=" << *_biases_it << ":"; |
| 66 | description << "Out=" << *_dst_it << ":"; |
Alex Gilday | 7da29b6 | 2018-03-23 14:16:00 +0000 | [diff] [blame] | 67 | description << "Info=" << *_infos_it << ":"; |
| 68 | description << "Dilation=" << *_dilation_it; |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 69 | return description.str(); |
| 70 | } |
| 71 | |
| 72 | ConvolutionLayerDataset::type operator*() const |
| 73 | { |
Alex Gilday | 7da29b6 | 2018-03-23 14:16:00 +0000 | [diff] [blame] | 74 | return std::make_tuple(*_src_it, *_weights_it, *_biases_it, *_dst_it, *_infos_it, *_dilation_it); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 75 | } |
| 76 | |
| 77 | iterator &operator++() |
| 78 | { |
| 79 | ++_src_it; |
| 80 | ++_weights_it; |
| 81 | ++_biases_it; |
| 82 | ++_dst_it; |
| 83 | ++_infos_it; |
Alex Gilday | 7da29b6 | 2018-03-23 14:16:00 +0000 | [diff] [blame] | 84 | ++_dilation_it; |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 85 | |
| 86 | return *this; |
| 87 | } |
| 88 | |
| 89 | private: |
| 90 | std::vector<TensorShape>::const_iterator _src_it; |
| 91 | std::vector<TensorShape>::const_iterator _weights_it; |
| 92 | std::vector<TensorShape>::const_iterator _biases_it; |
| 93 | std::vector<TensorShape>::const_iterator _dst_it; |
| 94 | std::vector<PadStrideInfo>::const_iterator _infos_it; |
Alex Gilday | 7da29b6 | 2018-03-23 14:16:00 +0000 | [diff] [blame] | 95 | std::vector<Size2D>::const_iterator _dilation_it; |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 96 | }; |
| 97 | |
| 98 | iterator begin() const |
| 99 | { |
Alex Gilday | 7da29b6 | 2018-03-23 14:16:00 +0000 | [diff] [blame] | 100 | return iterator(_src_shapes.begin(), _weight_shapes.begin(), _bias_shapes.begin(), _dst_shapes.begin(), _infos.begin(), _dilations.begin()); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 101 | } |
| 102 | |
| 103 | int size() const |
| 104 | { |
Alex Gilday | 7da29b6 | 2018-03-23 14:16:00 +0000 | [diff] [blame] | 105 | return std::min(_src_shapes.size(), std::min(_weight_shapes.size(), std::min(_bias_shapes.size(), std::min(_dst_shapes.size(), std::min(_infos.size(), _dilations.size()))))); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 106 | } |
| 107 | |
Alex Gilday | 7da29b6 | 2018-03-23 14:16:00 +0000 | [diff] [blame] | 108 | void add_config(TensorShape src, TensorShape weights, TensorShape biases, TensorShape dst, PadStrideInfo info, Size2D dilation = Size2D(1U, 1U)) |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 109 | { |
| 110 | _src_shapes.emplace_back(std::move(src)); |
| 111 | _weight_shapes.emplace_back(std::move(weights)); |
| 112 | _bias_shapes.emplace_back(std::move(biases)); |
| 113 | _dst_shapes.emplace_back(std::move(dst)); |
| 114 | _infos.emplace_back(std::move(info)); |
Alex Gilday | 7da29b6 | 2018-03-23 14:16:00 +0000 | [diff] [blame] | 115 | _dilations.emplace_back(std::move(dilation)); |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 116 | } |
| 117 | |
| 118 | protected: |
| 119 | ConvolutionLayerDataset() = default; |
| 120 | ConvolutionLayerDataset(ConvolutionLayerDataset &&) = default; |
| 121 | |
| 122 | private: |
| 123 | std::vector<TensorShape> _src_shapes{}; |
| 124 | std::vector<TensorShape> _weight_shapes{}; |
| 125 | std::vector<TensorShape> _bias_shapes{}; |
| 126 | std::vector<TensorShape> _dst_shapes{}; |
| 127 | std::vector<PadStrideInfo> _infos{}; |
Alex Gilday | 7da29b6 | 2018-03-23 14:16:00 +0000 | [diff] [blame] | 128 | std::vector<Size2D> _dilations{}; |
Moritz Pflanzer | ee493ae | 2017-07-05 10:52:21 +0100 | [diff] [blame] | 129 | }; |
| 130 | } // namespace datasets |
| 131 | } // namespace test |
| 132 | } // namespace arm_compute |
| 133 | #endif /* ARM_COMPUTE_TEST_CONVOLUTION_LAYER_DATASET */ |