| /* |
| * Copyright (c) 2019-2024 Arm Limited. |
| * |
| * SPDX-License-Identifier: MIT |
| * |
| * Permission is hereby granted, free of charge, to any person obtaining a copy |
| * of this software and associated documentation files (the "Software"), to |
| * deal in the Software without restriction, including without limitation the |
| * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| * sell copies of the Software, and to permit persons to whom the Software is |
| * furnished to do so, subject to the following conditions: |
| * |
| * The above copyright notice and this permission notice shall be included in all |
| * copies or substantial portions of the Software. |
| * |
| * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| * SOFTWARE. |
| */ |
| #ifndef ACL_TESTS_DATASETS_GEMMLOWPFUSEDOFFSETOUTPUTDATASET_H |
| #define ACL_TESTS_DATASETS_GEMMLOWPFUSEDOFFSETOUTPUTDATASET_H |
| |
| #include "utils/TypePrinter.h" |
| |
| #include "arm_compute/core/TensorShape.h" |
| #include "arm_compute/core/Utils.h" |
| |
| using namespace arm_compute; |
| |
| namespace arm_compute |
| { |
| namespace test |
| { |
| namespace datasets |
| { |
| class GEMMLowpFusedOffsetOutputDataset |
| { |
| public: |
| using type = std::tuple<TensorShape, TensorShape, TensorShape, GEMMLowpOutputStageType>; |
| |
| struct iterator |
| { |
| iterator(std::vector<TensorShape>::const_iterator a_it, |
| std::vector<TensorShape>::const_iterator b_it, |
| std::vector<TensorShape>::const_iterator c_it, |
| std::vector<GEMMLowpOutputStageType>::const_iterator output_stage_it) |
| : _a_it{ std::move(a_it) }, |
| _b_it{ std::move(b_it) }, |
| _c_it{ std::move(c_it) }, |
| _output_stage_it{ std::move(output_stage_it) } |
| { |
| } |
| |
| std::string description() const |
| { |
| std::stringstream description; |
| description << "A=" << *_a_it << ":"; |
| description << "B=" << *_b_it << ":"; |
| description << "C=" << *_c_it << ":"; |
| description << "output_type=" << string_from_gemmlowp_output_stage(*_output_stage_it) << ":"; |
| |
| return description.str(); |
| } |
| |
| GEMMLowpFusedOffsetOutputDataset::type operator*() const |
| { |
| return std::make_tuple(*_a_it, *_b_it, *_c_it, *_output_stage_it); |
| } |
| |
| iterator &operator++() |
| { |
| ++_a_it; |
| ++_b_it; |
| ++_c_it; |
| ++_output_stage_it; |
| |
| return *this; |
| } |
| |
| private: |
| std::vector<TensorShape>::const_iterator _a_it; |
| std::vector<TensorShape>::const_iterator _b_it; |
| std::vector<TensorShape>::const_iterator _c_it; |
| std::vector<GEMMLowpOutputStageType>::const_iterator _output_stage_it; |
| }; |
| |
| iterator begin() const |
| { |
| return iterator(_a_shapes.begin(), _b_shapes.begin(), _c_shapes.begin(), _output_stage.begin()); |
| } |
| |
| int size() const |
| { |
| return std::min(_a_shapes.size(), std::min(_b_shapes.size(), std::min(_c_shapes.size(), _output_stage.size()))); |
| } |
| |
| void add_config(TensorShape a, TensorShape b, TensorShape c, GEMMLowpOutputStageType output_stage) |
| { |
| _a_shapes.emplace_back(std::move(a)); |
| _b_shapes.emplace_back(std::move(b)); |
| _c_shapes.emplace_back(std::move(c)); |
| _output_stage.emplace_back(std::move(output_stage)); |
| } |
| |
| protected: |
| GEMMLowpFusedOffsetOutputDataset() = default; |
| GEMMLowpFusedOffsetOutputDataset(GEMMLowpFusedOffsetOutputDataset &&) = default; |
| |
| private: |
| std::vector<TensorShape> _a_shapes{}; |
| std::vector<TensorShape> _b_shapes{}; |
| std::vector<TensorShape> _c_shapes{}; |
| std::vector<GEMMLowpOutputStageType> _output_stage{}; |
| }; |
| |
| class SmallGEMMLowpFusedOffsetOutputUint8Dataset final : public GEMMLowpFusedOffsetOutputDataset |
| { |
| public: |
| SmallGEMMLowpFusedOffsetOutputUint8Dataset() |
| { |
| add_config(TensorShape(21U, 13U), TensorShape(1U, 21U), TensorShape(1U, 13U),GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(52U, 13U), TensorShape(33U, 52U), TensorShape(33U, 13U),GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(31U, 27U), TensorShape(23U, 31U), TensorShape(23U, 27U),GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(32U, 72U), TensorShape(16U, 32U), TensorShape(16U, 72U),GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(21U, 1U), TensorShape(43U, 21U), TensorShape(43U, 1U),GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(31U, 3U), TensorShape(72U, 31U), TensorShape(72U, 3U),GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(32U, 72U), TensorShape(17U, 32U), TensorShape(17U, 72U),GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| } |
| }; |
| |
| class SmallGEMMLowpFusedBatchedMatMulDataset final : public GEMMLowpFusedOffsetOutputDataset |
| { |
| public: |
| SmallGEMMLowpFusedBatchedMatMulDataset() |
| { |
| add_config(TensorShape(4U, 3U), TensorShape(2U, 4U), TensorShape(2U, 3U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(12U, 15U), TensorShape(7U, 12U), TensorShape(7U, 15U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(59U, 17U), TensorShape(36U, 59U), TensorShape(36U, 17U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(2U, 4U, 3U), TensorShape(5U, 2U, 3U), TensorShape(5U, 4U, 3U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(15U, 7U, 3U), TensorShape(29U, 15U, 3U), TensorShape(29U, 7U, 3U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(56U, 17U, 32U), TensorShape(5U, 56U, 32U), TensorShape(5U, 17U, 32U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(13U, 256U, 32U), TensorShape(19U, 13U, 32U), TensorShape(19U, 256U, 32U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| } |
| }; |
| |
| class SmallGEMMLowpFusedOffsetOutputOutput3DUint8Dataset final : public GEMMLowpFusedOffsetOutputDataset |
| { |
| public: |
| SmallGEMMLowpFusedOffsetOutputOutput3DUint8Dataset() |
| { |
| add_config(TensorShape(21U, 1421U, 33U), TensorShape(34U, 21U), TensorShape(34U, 7U, 203U, 33U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(31U, 102U, 55U), TensorShape(23U, 31U), TensorShape(23U, 1U, 102U, 55U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(38U, 1200U, 77U), TensorShape(21U, 38U), TensorShape(21U, 4U, 300U, 77U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(32U, 103U, 99U), TensorShape(17U, 32U), TensorShape(17U, 1U, 103U, 99U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(16U, 1600U, 111U), TensorShape(8U, 16U), TensorShape(8U, 8U, 200U, 111U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(16U, 1600U, 113U), TensorShape(8U, 16U), TensorShape(8U, 8U, 200U, 113U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| } |
| }; |
| |
| class SmallGEMMLowpFusedOffsetOutputInputOutput3DUint8Dataset final : public GEMMLowpFusedOffsetOutputDataset |
| { |
| public: |
| SmallGEMMLowpFusedOffsetOutputInputOutput3DUint8Dataset() |
| { |
| add_config(TensorShape(21U, 7U, 203U, 33U), TensorShape(34U, 21U), TensorShape(34U, 7U, 203U, 33U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(31U, 1U, 102U, 55U), TensorShape(23U, 31U), TensorShape(23U, 1U, 102U, 55U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(38U, 4U, 300U, 77U), TensorShape(21U, 38U), TensorShape(21U, 4U, 300U, 77U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(32U, 1U, 103U, 99U), TensorShape(17U, 32U), TensorShape(17U, 1U, 103U, 99U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(16U, 8U, 200U, 111U), TensorShape(8U, 16U), TensorShape(8U, 8U, 200U, 111U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(16U, 8U, 200U, 113U), TensorShape(8U, 16U), TensorShape(8U, 8U, 200U, 113U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| } |
| }; |
| |
| class SmallGEMMLowpFusedOffsetOutputInt8Dataset final : public GEMMLowpFusedOffsetOutputDataset |
| { |
| public: |
| SmallGEMMLowpFusedOffsetOutputInt8Dataset() |
| { |
| add_config(TensorShape(21U, 1U), TensorShape(1U, 21U), TensorShape(1U, 1U), GEMMLowpOutputStageType::QUANTIZE_DOWN); |
| add_config(TensorShape(31U, 3U), TensorShape(72U, 31U), TensorShape(72U, 3U), GEMMLowpOutputStageType::QUANTIZE_DOWN); |
| add_config(TensorShape(52U, 26U), TensorShape(33U, 52U), TensorShape(33U, 26U), GEMMLowpOutputStageType::QUANTIZE_DOWN); |
| add_config(TensorShape(38U, 43U), TensorShape(21U, 38U), TensorShape(21U, 43U), GEMMLowpOutputStageType::QUANTIZE_DOWN); |
| add_config(TensorShape(21U, 13U), TensorShape(33U, 21U), TensorShape(33U, 13U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(52U, 26U), TensorShape(33U, 52U), TensorShape(33U, 26U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(38U, 43U), TensorShape(21U, 38U), TensorShape(21U, 43U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(32U, 72U), TensorShape(17U, 32U), TensorShape(17U, 72U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| } |
| }; |
| |
| class LargeGEMMLowpFusedOffsetOutputUint8Dataset final : public GEMMLowpFusedOffsetOutputDataset |
| { |
| public: |
| LargeGEMMLowpFusedOffsetOutputUint8Dataset() |
| { |
| add_config(TensorShape(923U, 429U), TensorShape(871U, 923U), TensorShape(871U, 429U),GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(873U, 513U), TensorShape(784U, 873U), TensorShape(784U, 513U),GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(1021U, 973U), TensorShape(783U, 1021U), TensorShape(783U, 973U),GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(941U, 1011U), TensorShape(623U, 941U), TensorShape(623U, 1011U),GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(681U, 1023U), TensorShape(213U, 681U), TensorShape(213U, 1023U),GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| |
| } |
| }; |
| |
| class LargeGEMMLowpFusedOffsetOutputInt8Dataset final : public GEMMLowpFusedOffsetOutputDataset |
| { |
| public: |
| LargeGEMMLowpFusedOffsetOutputInt8Dataset() |
| { |
| add_config(TensorShape(923U, 1U, 15U), TensorShape(871U, 923U, 15U), TensorShape(871U, 1U, 15U), GEMMLowpOutputStageType::QUANTIZE_DOWN); |
| add_config(TensorShape(873U, 7U), TensorShape(784U, 873U), TensorShape(784U, 7U), GEMMLowpOutputStageType::QUANTIZE_DOWN); |
| add_config(TensorShape(697U, 872U), TensorShape(563U, 697U), TensorShape(563U, 872U), GEMMLowpOutputStageType::QUANTIZE_DOWN); |
| add_config(TensorShape(681U, 1023U), TensorShape(213U, 681U), TensorShape(213U, 1023U), GEMMLowpOutputStageType::QUANTIZE_DOWN); |
| add_config(TensorShape(923U, 1U), TensorShape(871U, 923U), TensorShape(871U, 1U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(873U, 7U), TensorShape(784U, 873U), TensorShape(784U, 7U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(697U, 872U), TensorShape(563U, 697U), TensorShape(563U, 872U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| add_config(TensorShape(1021U, 973U), TensorShape(783U, 1021U), TensorShape(783U, 973U), GEMMLowpOutputStageType::QUANTIZE_DOWN_FIXEDPOINT); |
| } |
| }; |
| } // namespace datasets |
| } // namespace test |
| } // namespace arm_compute |
| #endif // ACL_TESTS_DATASETS_GEMMLOWPFUSEDOFFSETOUTPUTDATASET_H |