1*c217d954SCole Faust /* 2*c217d954SCole Faust * Copyright (c) 2018-2021 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 #ifndef ARM_COMPUTE_TEST_SLICE_OPERATIONS_FIXTURE 25*c217d954SCole Faust #define ARM_COMPUTE_TEST_SLICE_OPERATIONS_FIXTURE 26*c217d954SCole Faust 27*c217d954SCole Faust #include "arm_compute/core/TensorShape.h" 28*c217d954SCole Faust #include "arm_compute/core/Types.h" 29*c217d954SCole Faust 30*c217d954SCole Faust #include "tests/AssetsLibrary.h" 31*c217d954SCole Faust #include "tests/Globals.h" 32*c217d954SCole Faust #include "tests/IAccessor.h" 33*c217d954SCole Faust #include "tests/framework/Asserts.h" 34*c217d954SCole Faust #include "tests/framework/Fixture.h" 35*c217d954SCole Faust #include "tests/validation/Helpers.h" 36*c217d954SCole Faust #include "tests/validation/reference/SliceOperations.h" 37*c217d954SCole Faust 38*c217d954SCole Faust namespace arm_compute 39*c217d954SCole Faust { 40*c217d954SCole Faust namespace test 41*c217d954SCole Faust { 42*c217d954SCole Faust namespace validation 43*c217d954SCole Faust { 44*c217d954SCole Faust template <typename TensorType, typename AccessorType, typename FunctionType, typename T> 45*c217d954SCole Faust class SliceFixture : public framework::Fixture 46*c217d954SCole Faust { 47*c217d954SCole Faust public: 48*c217d954SCole Faust template <typename...> setup(TensorShape shape,Coordinates starts,Coordinates ends,DataType data_type)49*c217d954SCole Faust void setup(TensorShape shape, Coordinates starts, Coordinates ends, DataType data_type) 50*c217d954SCole Faust { 51*c217d954SCole Faust _target = compute_target(shape, starts, ends, data_type); 52*c217d954SCole Faust _reference = compute_reference(shape, starts, ends, data_type); 53*c217d954SCole Faust } 54*c217d954SCole Faust 55*c217d954SCole Faust protected: 56*c217d954SCole Faust template <typename U> fill(U && tensor,int i)57*c217d954SCole Faust void fill(U &&tensor, int i) 58*c217d954SCole Faust { 59*c217d954SCole Faust library->fill_tensor_uniform(tensor, i); 60*c217d954SCole Faust } 61*c217d954SCole Faust compute_target(const TensorShape & shape,const Coordinates & starts,const Coordinates & ends,DataType data_type)62*c217d954SCole Faust TensorType compute_target(const TensorShape &shape, const Coordinates &starts, const Coordinates &ends, DataType data_type) 63*c217d954SCole Faust { 64*c217d954SCole Faust // Create tensors 65*c217d954SCole Faust TensorType src = create_tensor<TensorType>(shape, data_type); 66*c217d954SCole Faust TensorType dst; 67*c217d954SCole Faust 68*c217d954SCole Faust // Create and configure function 69*c217d954SCole Faust FunctionType slice; 70*c217d954SCole Faust slice.configure(&src, &dst, starts, ends); 71*c217d954SCole Faust 72*c217d954SCole Faust ARM_COMPUTE_ASSERT(src.info()->is_resizable()); 73*c217d954SCole Faust ARM_COMPUTE_ASSERT(dst.info()->is_resizable()); 74*c217d954SCole Faust 75*c217d954SCole Faust // Allocate tensors 76*c217d954SCole Faust src.allocator()->allocate(); 77*c217d954SCole Faust dst.allocator()->allocate(); 78*c217d954SCole Faust 79*c217d954SCole Faust ARM_COMPUTE_ASSERT(!src.info()->is_resizable()); 80*c217d954SCole Faust ARM_COMPUTE_ASSERT(!dst.info()->is_resizable()); 81*c217d954SCole Faust 82*c217d954SCole Faust // Fill tensors 83*c217d954SCole Faust fill(AccessorType(src), 0); 84*c217d954SCole Faust fill(AccessorType(dst), 1); 85*c217d954SCole Faust 86*c217d954SCole Faust // Compute function 87*c217d954SCole Faust slice.run(); 88*c217d954SCole Faust 89*c217d954SCole Faust return dst; 90*c217d954SCole Faust } 91*c217d954SCole Faust compute_reference(const TensorShape & shape,const Coordinates & starts,const Coordinates & ends,DataType data_type)92*c217d954SCole Faust SimpleTensor<T> compute_reference(const TensorShape &shape, const Coordinates &starts, const Coordinates &ends, DataType data_type) 93*c217d954SCole Faust { 94*c217d954SCole Faust // Create reference 95*c217d954SCole Faust SimpleTensor<T> src{ shape, data_type }; 96*c217d954SCole Faust 97*c217d954SCole Faust // Fill reference 98*c217d954SCole Faust fill(src, 0); 99*c217d954SCole Faust 100*c217d954SCole Faust return reference::slice(src, starts, ends); 101*c217d954SCole Faust } 102*c217d954SCole Faust 103*c217d954SCole Faust TensorType _target{}; 104*c217d954SCole Faust SimpleTensor<T> _reference{}; 105*c217d954SCole Faust }; 106*c217d954SCole Faust 107*c217d954SCole Faust template <typename TensorType, typename AccessorType, typename FunctionType, typename T> 108*c217d954SCole Faust class StridedSliceFixture : public framework::Fixture 109*c217d954SCole Faust { 110*c217d954SCole Faust public: 111*c217d954SCole Faust template <typename...> setup(TensorShape shape,Coordinates starts,Coordinates ends,BiStrides strides,int32_t begin_mask,int32_t end_mask,int32_t shrink_mask,DataType data_type)112*c217d954SCole Faust void setup(TensorShape shape, 113*c217d954SCole Faust Coordinates starts, Coordinates ends, BiStrides strides, 114*c217d954SCole Faust int32_t begin_mask, int32_t end_mask, int32_t shrink_mask, 115*c217d954SCole Faust DataType data_type) 116*c217d954SCole Faust { 117*c217d954SCole Faust _target = compute_target(shape, starts, ends, strides, begin_mask, end_mask, shrink_mask, data_type); 118*c217d954SCole Faust _reference = compute_reference(shape, starts, ends, strides, begin_mask, end_mask, shrink_mask, data_type); 119*c217d954SCole Faust } 120*c217d954SCole Faust 121*c217d954SCole Faust protected: 122*c217d954SCole Faust template <typename U> fill(U && tensor,int i)123*c217d954SCole Faust void fill(U &&tensor, int i) 124*c217d954SCole Faust { 125*c217d954SCole Faust library->fill_tensor_uniform(tensor, i); 126*c217d954SCole Faust } 127*c217d954SCole Faust compute_target(const TensorShape & shape,const Coordinates & starts,const Coordinates & ends,const BiStrides & strides,int32_t begin_mask,int32_t end_mask,int32_t shrink_mask,DataType data_type)128*c217d954SCole Faust TensorType compute_target(const TensorShape &shape, 129*c217d954SCole Faust const Coordinates &starts, const Coordinates &ends, const BiStrides &strides, 130*c217d954SCole Faust int32_t begin_mask, int32_t end_mask, int32_t shrink_mask, 131*c217d954SCole Faust DataType data_type) 132*c217d954SCole Faust { 133*c217d954SCole Faust // Create tensors 134*c217d954SCole Faust TensorType src = create_tensor<TensorType>(shape, data_type); 135*c217d954SCole Faust TensorType dst; 136*c217d954SCole Faust 137*c217d954SCole Faust // Create and configure function 138*c217d954SCole Faust FunctionType strided_slice; 139*c217d954SCole Faust strided_slice.configure(&src, &dst, starts, ends, strides, begin_mask, end_mask, shrink_mask); 140*c217d954SCole Faust 141*c217d954SCole Faust ARM_COMPUTE_ASSERT(src.info()->is_resizable()); 142*c217d954SCole Faust ARM_COMPUTE_ASSERT(dst.info()->is_resizable()); 143*c217d954SCole Faust 144*c217d954SCole Faust // Allocate tensors 145*c217d954SCole Faust src.allocator()->allocate(); 146*c217d954SCole Faust dst.allocator()->allocate(); 147*c217d954SCole Faust 148*c217d954SCole Faust ARM_COMPUTE_ASSERT(!src.info()->is_resizable()); 149*c217d954SCole Faust ARM_COMPUTE_ASSERT(!dst.info()->is_resizable()); 150*c217d954SCole Faust 151*c217d954SCole Faust // Fill tensors 152*c217d954SCole Faust fill(AccessorType(src), 0); 153*c217d954SCole Faust fill(AccessorType(dst), 1); 154*c217d954SCole Faust 155*c217d954SCole Faust // Compute function 156*c217d954SCole Faust strided_slice.run(); 157*c217d954SCole Faust 158*c217d954SCole Faust return dst; 159*c217d954SCole Faust } 160*c217d954SCole Faust compute_reference(const TensorShape & shape,const Coordinates & starts,const Coordinates & ends,const BiStrides & strides,int32_t begin_mask,int32_t end_mask,int32_t shrink_mask,DataType data_type)161*c217d954SCole Faust SimpleTensor<T> compute_reference(const TensorShape &shape, 162*c217d954SCole Faust const Coordinates &starts, const Coordinates &ends, const BiStrides &strides, 163*c217d954SCole Faust int32_t begin_mask, int32_t end_mask, int32_t shrink_mask, 164*c217d954SCole Faust DataType data_type) 165*c217d954SCole Faust { 166*c217d954SCole Faust // Create reference 167*c217d954SCole Faust SimpleTensor<T> src{ shape, data_type }; 168*c217d954SCole Faust 169*c217d954SCole Faust // Fill reference 170*c217d954SCole Faust fill(src, 0); 171*c217d954SCole Faust 172*c217d954SCole Faust return reference::strided_slice(src, starts, ends, strides, begin_mask, end_mask, shrink_mask); 173*c217d954SCole Faust } 174*c217d954SCole Faust 175*c217d954SCole Faust TensorType _target{}; 176*c217d954SCole Faust SimpleTensor<T> _reference{}; 177*c217d954SCole Faust }; 178*c217d954SCole Faust } // namespace validation 179*c217d954SCole Faust } // namespace test 180*c217d954SCole Faust } // namespace arm_compute 181*c217d954SCole Faust #endif /* ARM_COMPUTE_TEST_SLICE_OPERATIONS_FIXTURE */ 182