George Wort | 2d7e683 | 2019-02-22 16:37:41 +0000 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2019 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_GEMMLOWPOUTPUT_DATASET |
| 25 | #define ARM_COMPUTE_TEST_GEMMLOWPOUTPUT_DATASET |
| 26 | |
| 27 | #include "utils/TypePrinter.h" |
| 28 | |
| 29 | #include "arm_compute/core/TensorShape.h" |
| 30 | #include "arm_compute/core/Utils.h" |
| 31 | |
| 32 | using namespace arm_compute; |
| 33 | |
| 34 | namespace arm_compute |
| 35 | { |
| 36 | namespace test |
| 37 | { |
| 38 | namespace datasets |
| 39 | { |
| 40 | class GEMMLowpFusedOffsetOutputDataset |
| 41 | { |
| 42 | public: |
| 43 | using type = std::tuple<TensorShape, TensorShape, TensorShape, int32_t, int32_t, GEMMLowpOutputStageInfo>; |
| 44 | |
| 45 | struct iterator |
| 46 | { |
| 47 | iterator(std::vector<TensorShape>::const_iterator a_it, |
| 48 | std::vector<TensorShape>::const_iterator b_it, |
| 49 | std::vector<TensorShape>::const_iterator c_it, |
| 50 | std::vector<int32_t>::const_iterator a_offset_it, |
| 51 | std::vector<int32_t>::const_iterator b_offset_it, |
| 52 | std::vector<GEMMLowpOutputStageInfo>::const_iterator output_stage_it) |
| 53 | : _a_it{ std::move(a_it) }, |
| 54 | _b_it{ std::move(b_it) }, |
| 55 | _c_it{ std::move(c_it) }, |
| 56 | _a_offset_it{ std::move(a_offset_it) }, |
| 57 | _b_offset_it{ std::move(b_offset_it) }, |
| 58 | _output_stage_it{ std::move(output_stage_it) } |
| 59 | { |
| 60 | } |
| 61 | |
| 62 | std::string description() const |
| 63 | { |
| 64 | std::stringstream description; |
| 65 | description << "A=" << *_a_it << ":"; |
| 66 | description << "B=" << *_b_it << ":"; |
| 67 | description << "C=" << *_c_it << ":"; |
| 68 | description << "a_offset=" << *_a_offset_it << ":"; |
| 69 | description << "b_offset=" << *_b_offset_it << ":"; |
| 70 | description << "output_type=" << string_from_gemmlowp_output_stage((*_output_stage_it).type) << ":"; |
| 71 | description << "output_offset=" << (*_output_stage_it).gemmlowp_offset << ":"; |
| 72 | description << "output_multiplier=" << (*_output_stage_it).gemmlowp_multiplier << ":"; |
| 73 | description << "output_shift=" << (*_output_stage_it).gemmlowp_shift << ":"; |
| 74 | description << "output_min=" << (*_output_stage_it).gemmlowp_min_bound << ":"; |
| 75 | description << "output_max=" << (*_output_stage_it).gemmlowp_max_bound << ":"; |
| 76 | |
| 77 | return description.str(); |
| 78 | } |
| 79 | |
| 80 | GEMMLowpFusedOffsetOutputDataset::type operator*() const |
| 81 | { |
| 82 | return std::make_tuple(*_a_it, *_b_it, *_c_it, *_a_offset_it, *_b_offset_it, *_output_stage_it); |
| 83 | } |
| 84 | |
| 85 | iterator &operator++() |
| 86 | { |
| 87 | ++_a_it; |
| 88 | ++_b_it; |
| 89 | ++_c_it; |
| 90 | ++_a_offset_it; |
| 91 | ++_b_offset_it; |
| 92 | ++_output_stage_it; |
| 93 | |
| 94 | return *this; |
| 95 | } |
| 96 | |
| 97 | private: |
| 98 | std::vector<TensorShape>::const_iterator _a_it; |
| 99 | std::vector<TensorShape>::const_iterator _b_it; |
| 100 | std::vector<TensorShape>::const_iterator _c_it; |
| 101 | std::vector<int32_t>::const_iterator _a_offset_it; |
| 102 | std::vector<int32_t>::const_iterator _b_offset_it; |
| 103 | std::vector<GEMMLowpOutputStageInfo>::const_iterator _output_stage_it; |
| 104 | }; |
| 105 | |
| 106 | iterator begin() const |
| 107 | { |
| 108 | return iterator(_a_shapes.begin(), _b_shapes.begin(), _c_shapes.begin(), _a_offset.begin(), _b_offset.begin(), _output_stage.begin()); |
| 109 | } |
| 110 | |
| 111 | int size() const |
| 112 | { |
| 113 | return std::min(_a_shapes.size(), std::min(_b_shapes.size(), std::min(_c_shapes.size(), std::min(_a_offset.size(), std::min(_b_offset.size(), _output_stage.size()))))); |
| 114 | } |
| 115 | |
| 116 | void add_config(TensorShape a, TensorShape b, TensorShape c, int32_t a_offset, int32_t b_offset, GEMMLowpOutputStageInfo output_stage) |
| 117 | { |
| 118 | _a_shapes.emplace_back(std::move(a)); |
| 119 | _b_shapes.emplace_back(std::move(b)); |
| 120 | _c_shapes.emplace_back(std::move(c)); |
| 121 | _a_offset.emplace_back(std::move(a_offset)); |
| 122 | _b_offset.emplace_back(std::move(b_offset)); |
| 123 | _output_stage.emplace_back(std::move(output_stage)); |
| 124 | } |
| 125 | |
| 126 | GEMMLowpOutputStageInfo OutputStageInfo(GEMMLowpOutputStageType type, int32_t offset, int32_t multiplier, int32_t shift, int32_t min, int32_t max) |
| 127 | { |
| 128 | GEMMLowpOutputStageInfo output_stage = GEMMLowpOutputStageInfo(); |
| 129 | output_stage.type = type; |
| 130 | output_stage.gemmlowp_offset = offset; |
| 131 | output_stage.gemmlowp_multiplier = multiplier; |
| 132 | output_stage.gemmlowp_shift = shift; |
| 133 | output_stage.gemmlowp_min_bound = min; |
| 134 | output_stage.gemmlowp_max_bound = max; |
| 135 | return output_stage; |
| 136 | } |
| 137 | |
| 138 | protected: |
| 139 | GEMMLowpFusedOffsetOutputDataset() = default; |
| 140 | GEMMLowpFusedOffsetOutputDataset(GEMMLowpFusedOffsetOutputDataset &&) = default; |
| 141 | |
| 142 | private: |
| 143 | std::vector<TensorShape> _a_shapes{}; |
| 144 | std::vector<TensorShape> _b_shapes{}; |
| 145 | std::vector<TensorShape> _c_shapes{}; |
| 146 | std::vector<int32_t> _a_offset{}; |
| 147 | std::vector<int32_t> _b_offset{}; |
| 148 | std::vector<GEMMLowpOutputStageInfo> _output_stage{}; |
| 149 | }; |
| 150 | |
| 151 | class SmallGEMMLowpFusedOffsetOutputDataset final : public GEMMLowpFusedOffsetOutputDataset |
| 152 | { |
| 153 | public: |
| 154 | SmallGEMMLowpFusedOffsetOutputDataset() |
| 155 | { |
| 156 | add_config(TensorShape(21U, 1U), TensorShape(43U, 21U), TensorShape(43U, 1U), 0, 0, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN, -200, 2, 13, 10, 210)); |
| 157 | add_config(TensorShape(21U, 13U), TensorShape(33U, 21U), TensorShape(33U, 13U), 0, 0, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN, -100, 2, 13, 10, 210)); |
| 158 | add_config(TensorShape(31U, 3U), TensorShape(72U, 31U), TensorShape(72U, 3U), -2, 13, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN, 0, 2, 13, 10, 210)); |
| 159 | add_config(TensorShape(52U, 13U), TensorShape(33U, 52U), TensorShape(33U, 13U), 0, 4, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN, 100, 2, 13, 10, 210)); |
| 160 | add_config(TensorShape(52U, 26U), TensorShape(33U, 52U), TensorShape(33U, 26U), -2, 0, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN, 0, 2, 13, 10, 210)); |
| 161 | add_config(TensorShape(31U, 27U), TensorShape(23U, 31U), TensorShape(23U, 27U), 18, 23, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN, 200, 2, 13, 10, 210)); |
| 162 | add_config(TensorShape(38U, 43U), TensorShape(21U, 38U), TensorShape(21U, 43U), -3, -2, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN, -200, 2, 13, 10, 210)); |
| 163 | add_config(TensorShape(32U, 72U), TensorShape(17U, 32U), TensorShape(17U, 72U), -9, 1, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN, -100, 2, 13, 10, 210)); |
| 164 | |
| 165 | add_config(TensorShape(21U, 1U), TensorShape(43U, 21U), TensorShape(43U, 1U), 0, 0, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT, -2, 254601600, 10, 10, 210)); |
| 166 | add_config(TensorShape(21U, 13U), TensorShape(33U, 21U), TensorShape(33U, 13U), 0, 0, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT, -1, 254601600, 10, 10, 210)); |
| 167 | add_config(TensorShape(31U, 3U), TensorShape(72U, 31U), TensorShape(72U, 3U), -2, 13, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT, 0, 254601600, 10, 10, 210)); |
| 168 | add_config(TensorShape(52U, 26U), TensorShape(33U, 52U), TensorShape(33U, 26U), -2, 0, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT, 1, 254601600, 10, 10, 210)); |
| 169 | add_config(TensorShape(31U, 27U), TensorShape(23U, 31U), TensorShape(23U, 27U), 5, 13, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT, 2, 254601602, 10, 10, 210)); |
| 170 | add_config(TensorShape(38U, 43U), TensorShape(21U, 38U), TensorShape(21U, 43U), -3, -2, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT, -2, 254601602, 10, 10, 210)); |
| 171 | add_config(TensorShape(32U, 72U), TensorShape(17U, 32U), TensorShape(17U, 72U), -9, 1, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT, -1, 254601602, 10, 10, 210)); |
| 172 | } |
| 173 | }; |
| 174 | |
| 175 | class LargeGEMMLowpFusedOffsetOutputDataset final : public GEMMLowpFusedOffsetOutputDataset |
| 176 | { |
| 177 | public: |
| 178 | LargeGEMMLowpFusedOffsetOutputDataset() |
| 179 | { |
| 180 | add_config(TensorShape(923U, 1U), TensorShape(871U, 923U), TensorShape(871U, 1U), 0, 0, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN, -200, 2, 18, 10, 210)); |
| 181 | add_config(TensorShape(923U, 429U), TensorShape(871U, 923U), TensorShape(871U, 429U), 0, 0, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN, -100, 2, 18, 10, 210)); |
| 182 | add_config(TensorShape(873U, 7U), TensorShape(784U, 873U), TensorShape(784U, 7U), -1, 3, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN, 0, 2, 18, 10, 210)); |
| 183 | add_config(TensorShape(873U, 513U), TensorShape(784U, 873U), TensorShape(784U, 513U), 0, 4, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN, 100, 2, 18, 10, 210)); |
| 184 | add_config(TensorShape(697U, 872U), TensorShape(563U, 697U), TensorShape(563U, 872U), -2, 0, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN, 0, 2, 18, 10, 210)); |
| 185 | add_config(TensorShape(1021U, 973U), TensorShape(783U, 1021U), TensorShape(783U, 973U), 5, 13, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN, 200, 2, 18, 10, 210)); |
| 186 | add_config(TensorShape(681U, 1023U), TensorShape(213U, 681U), TensorShape(213U, 1023U), -3, -2, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN, -200, 2, 18, 10, 210)); |
| 187 | add_config(TensorShape(941U, 1011U), TensorShape(623U, 941U), TensorShape(623U, 1011U), -9, 1, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN, -100, 2, 18, 10, 210)); |
| 188 | |
| 189 | add_config(TensorShape(923U, 1U), TensorShape(871U, 923U), TensorShape(871U, 1U), 0, 0, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT, -2, 254601600, 15, 10, 210)); |
| 190 | add_config(TensorShape(923U, 429U), TensorShape(871U, 923U), TensorShape(871U, 429U), 0, 0, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT, -1, 254601600, 15, 10, 210)); |
| 191 | add_config(TensorShape(873U, 7U), TensorShape(784U, 873U), TensorShape(784U, 7U), -1, 3, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT, 0, 254601600, 15, 10, 210)); |
| 192 | add_config(TensorShape(873U, 513U), TensorShape(784U, 873U), TensorShape(784U, 513U), 0, 4, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT, 1, 254601600, 15, 10, 210)); |
| 193 | add_config(TensorShape(697U, 872U), TensorShape(563U, 697U), TensorShape(563U, 872U), -2, 0, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT, 2, 254601602, 15, 10, 210)); |
| 194 | add_config(TensorShape(1021U, 973U), TensorShape(783U, 1021U), TensorShape(783U, 973U), 5, 13, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT, -2, 254601602, 15, 10, 210)); |
| 195 | add_config(TensorShape(681U, 1023U), TensorShape(213U, 681U), TensorShape(213U, 1023U), -3, -2, OutputStageInfo(GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT, -1, 254601602, 15, 10, 210)); |
| 196 | } |
| 197 | }; |
| 198 | } // namespace datasets |
| 199 | } // namespace test |
| 200 | } // namespace arm_compute |
| 201 | #endif /* ARM_COMPUTE_TEST_GEMMLOWPOUTPUT_DATASET */ |