1*c217d954SCole Faust /* 2*c217d954SCole Faust * Copyright (c) 2023 Arm Limited. 3*c217d954SCole Faust * 4*c217d954SCole Faust * SPDX-License-Identifier: MIT 5*c217d954SCole Faust * 6*c217d954SCole Faust * Permission is hereby granted, free of charge, to any person obtaining a copy 7*c217d954SCole Faust * of this software and associated documentation files (the "Software"), to 8*c217d954SCole Faust * deal in the Software without restriction, including without limitation the 9*c217d954SCole Faust * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or 10*c217d954SCole Faust * sell copies of the Software, and to permit persons to whom the Software is 11*c217d954SCole Faust * furnished to do so, subject to the following conditions: 12*c217d954SCole Faust * 13*c217d954SCole Faust * The above copyright notice and this permission notice shall be included in all 14*c217d954SCole Faust * copies or substantial portions of the Software. 15*c217d954SCole Faust * 16*c217d954SCole Faust * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 17*c217d954SCole Faust * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 18*c217d954SCole Faust * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 19*c217d954SCole Faust * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 20*c217d954SCole Faust * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 21*c217d954SCole Faust * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 22*c217d954SCole Faust * SOFTWARE. 23*c217d954SCole Faust */ 24*c217d954SCole Faust #include "arm_compute/core/TensorShape.h" 25*c217d954SCole Faust #include "arm_compute/core/Types.h" 26*c217d954SCole Faust #include "utils/TypePrinter.h" 27*c217d954SCole Faust #include "arm_compute/dynamic_fusion/sketch/attributes/Pool2dAttributes.h" 28*c217d954SCole Faust 29*c217d954SCole Faust 30*c217d954SCole Faust using Pool2dAttributes = arm_compute::experimental::dynamic_fusion::Pool2dAttributes; 31*c217d954SCole Faust 32*c217d954SCole Faust namespace arm_compute 33*c217d954SCole Faust { 34*c217d954SCole Faust namespace test 35*c217d954SCole Faust { 36*c217d954SCole Faust namespace datasets 37*c217d954SCole Faust { 38*c217d954SCole Faust 39*c217d954SCole Faust class DynamicFusionPoolingLayerDataset 40*c217d954SCole Faust { 41*c217d954SCole Faust public: 42*c217d954SCole Faust using type = std::tuple<TensorShape, Pool2dAttributes>; 43*c217d954SCole Faust 44*c217d954SCole Faust struct iterator 45*c217d954SCole Faust { iteratoriterator46*c217d954SCole Faust iterator(std::vector<TensorShape>::const_iterator src_it, 47*c217d954SCole Faust std::vector<Pool2dAttributes>::const_iterator infos_it) 48*c217d954SCole Faust : _src_it{ std::move(src_it) }, 49*c217d954SCole Faust _infos_it{ std::move(infos_it) } 50*c217d954SCole Faust { 51*c217d954SCole Faust } 52*c217d954SCole Faust descriptioniterator53*c217d954SCole Faust std::string description() const 54*c217d954SCole Faust { 55*c217d954SCole Faust std::stringstream description; 56*c217d954SCole Faust description << "In=" << *_src_it << ":"; 57*c217d954SCole Faust description << "Info=" << *_infos_it << ":"; 58*c217d954SCole Faust return description.str(); 59*c217d954SCole Faust } 60*c217d954SCole Faust 61*c217d954SCole Faust DynamicFusionPoolingLayerDataset::type operator*() const 62*c217d954SCole Faust { 63*c217d954SCole Faust return std::make_tuple(*_src_it, *_infos_it); 64*c217d954SCole Faust } 65*c217d954SCole Faust 66*c217d954SCole Faust iterator &operator++() 67*c217d954SCole Faust { 68*c217d954SCole Faust ++_src_it; 69*c217d954SCole Faust ++_infos_it; 70*c217d954SCole Faust 71*c217d954SCole Faust return *this; 72*c217d954SCole Faust } 73*c217d954SCole Faust 74*c217d954SCole Faust private: 75*c217d954SCole Faust std::vector<TensorShape>::const_iterator _src_it; 76*c217d954SCole Faust std::vector<Pool2dAttributes>::const_iterator _infos_it; 77*c217d954SCole Faust }; 78*c217d954SCole Faust begin()79*c217d954SCole Faust iterator begin() const 80*c217d954SCole Faust { 81*c217d954SCole Faust return iterator(_src_shapes.begin(), _infos.begin()); 82*c217d954SCole Faust } 83*c217d954SCole Faust size()84*c217d954SCole Faust int size() const 85*c217d954SCole Faust { 86*c217d954SCole Faust return std::min(_src_shapes.size(), _infos.size()); 87*c217d954SCole Faust } 88*c217d954SCole Faust add_config(TensorShape src,Pool2dAttributes info)89*c217d954SCole Faust void add_config(TensorShape src, Pool2dAttributes info) 90*c217d954SCole Faust { 91*c217d954SCole Faust _src_shapes.emplace_back(std::move(src)); 92*c217d954SCole Faust _infos.emplace_back(std::move(info)); 93*c217d954SCole Faust } 94*c217d954SCole Faust 95*c217d954SCole Faust protected: 96*c217d954SCole Faust DynamicFusionPoolingLayerDataset() = default; 97*c217d954SCole Faust DynamicFusionPoolingLayerDataset(DynamicFusionPoolingLayerDataset &&) = default; 98*c217d954SCole Faust 99*c217d954SCole Faust private: 100*c217d954SCole Faust std::vector<TensorShape> _src_shapes{}; 101*c217d954SCole Faust std::vector<Pool2dAttributes> _infos{}; 102*c217d954SCole Faust }; 103*c217d954SCole Faust 104*c217d954SCole Faust // Special pooling dataset 105*c217d954SCole Faust class PoolingLayerDatasetSpecialDynamicFusion final : public DynamicFusionPoolingLayerDataset 106*c217d954SCole Faust { 107*c217d954SCole Faust public: PoolingLayerDatasetSpecialDynamicFusion()108*c217d954SCole Faust PoolingLayerDatasetSpecialDynamicFusion() 109*c217d954SCole Faust { 110*c217d954SCole Faust // NCHW DataLayout 111*c217d954SCole Faust // Special cases 112*c217d954SCole Faust add_config(TensorShape(2U, 3U, 4U, 1U), Pool2dAttributes().pool_type(PoolingType::AVG).pool_size(Size2D(2,2)).stride(Size2D(3,3))); 113*c217d954SCole Faust add_config(TensorShape(60U, 52U, 3U, 2U), Pool2dAttributes().pool_type(PoolingType::AVG).pool_size(Size2D(100,100)).stride(Size2D(5,5)).pad(Padding2D(50,50,50,50))); 114*c217d954SCole Faust // Asymmetric padding 115*c217d954SCole Faust add_config(TensorShape(112U, 112U, 32U), Pool2dAttributes().pool_type(PoolingType::MAX).pool_size(Size2D(3,3)).pad(Padding2D(0,1,0,1)).stride(Size2D(2,2))); 116*c217d954SCole Faust add_config(TensorShape(14U, 14U, 832U), Pool2dAttributes().pool_type(PoolingType::MAX).pool_size(Size2D(2,2)).stride(Size2D(1,1)).pad(Padding2D(0,0,0,0))); 117*c217d954SCole Faust 118*c217d954SCole Faust } 119*c217d954SCole Faust }; 120*c217d954SCole Faust } // namespace datasets 121*c217d954SCole Faust } // namespace test 122*c217d954SCole Faust } // namespace arm_compute