Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 1 | /* |
Michalis Spyrou | aea14c6 | 2019-01-03 11:10:25 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2019 ARM Limited. |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +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_REDUCTION_OPERATION_FIXTURE |
| 25 | #define ARM_COMPUTE_TEST_REDUCTION_OPERATION_FIXTURE |
| 26 | |
| 27 | #include "arm_compute/core/TensorShape.h" |
| 28 | #include "arm_compute/core/Types.h" |
| 29 | #include "arm_compute/runtime/Tensor.h" |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 30 | #include "tests/AssetsLibrary.h" |
| 31 | #include "tests/Globals.h" |
| 32 | #include "tests/IAccessor.h" |
Moritz Pflanzer | a09de0c | 2017-09-01 20:41:12 +0100 | [diff] [blame] | 33 | #include "tests/framework/Asserts.h" |
| 34 | #include "tests/framework/Fixture.h" |
Georgios Pinitas | 5a7e776 | 2017-12-01 16:27:29 +0000 | [diff] [blame] | 35 | #include "tests/validation/reference/ReductionOperation.h" |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 36 | |
| 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace test |
| 40 | { |
| 41 | namespace validation |
| 42 | { |
| 43 | template <typename TensorType, typename AccessorType, typename FunctionType, typename T> |
| 44 | class ReductionOperationValidationFixture : public framework::Fixture |
| 45 | { |
| 46 | public: |
| 47 | template <typename...> |
Michalis Spyrou | bcf8a96 | 2018-10-12 10:51:31 +0100 | [diff] [blame] | 48 | void setup(TensorShape shape, DataType data_type, unsigned int axis, ReductionOperation op, QuantizationInfo quantization_info) |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 49 | { |
| 50 | const TensorShape output_shape = get_output_shape(shape, axis); |
Michalis Spyrou | bcf8a96 | 2018-10-12 10:51:31 +0100 | [diff] [blame] | 51 | _target = compute_target(shape, output_shape, data_type, axis, op, quantization_info); |
| 52 | _reference = compute_reference(shape, output_shape, data_type, axis, op, quantization_info); |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 53 | } |
| 54 | |
| 55 | protected: |
| 56 | template <typename U> |
| 57 | void fill(U &&tensor) |
| 58 | { |
Michalis Spyrou | bcf8a96 | 2018-10-12 10:51:31 +0100 | [diff] [blame] | 59 | if(!is_data_type_quantized(tensor.data_type())) |
| 60 | { |
| 61 | std::uniform_real_distribution<> distribution(-1.0f, 1.0f); |
| 62 | library->fill(tensor, distribution, 0); |
| 63 | } |
| 64 | else |
| 65 | { |
| 66 | std::pair<int, int> bounds = get_quantized_bounds(tensor.quantization_info(), -1.0f, 1.0f); |
| 67 | std::uniform_int_distribution<uint8_t> distribution(bounds.first, bounds.second); |
| 68 | |
| 69 | library->fill(tensor, distribution, 0); |
| 70 | } |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 71 | } |
| 72 | |
Michalis Spyrou | bcf8a96 | 2018-10-12 10:51:31 +0100 | [diff] [blame] | 73 | TensorType compute_target(const TensorShape &src_shape, const TensorShape &dst_shape, DataType data_type, unsigned int axis, ReductionOperation op, QuantizationInfo quantization_info) |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 74 | { |
| 75 | // Create tensors |
Michalis Spyrou | bcf8a96 | 2018-10-12 10:51:31 +0100 | [diff] [blame] | 76 | TensorType src = create_tensor<TensorType>(src_shape, data_type, 1, quantization_info); |
| 77 | TensorType dst = create_tensor<TensorType>(dst_shape, data_type, 1, quantization_info); |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 78 | |
| 79 | // Create and configure function |
| 80 | FunctionType reduction_func; |
| 81 | reduction_func.configure(&src, &dst, axis, op); |
| 82 | |
| 83 | ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 84 | ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 85 | |
| 86 | // Allocate tensors |
| 87 | src.allocator()->allocate(); |
| 88 | dst.allocator()->allocate(); |
| 89 | |
| 90 | ARM_COMPUTE_EXPECT(!src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 91 | ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 92 | |
| 93 | // Fill tensors |
| 94 | fill(AccessorType(src)); |
| 95 | |
| 96 | // Compute function |
| 97 | reduction_func.run(); |
| 98 | |
| 99 | return dst; |
| 100 | } |
| 101 | |
Michalis Spyrou | bcf8a96 | 2018-10-12 10:51:31 +0100 | [diff] [blame] | 102 | SimpleTensor<T> compute_reference(const TensorShape &src_shape, const TensorShape &dst_shape, DataType data_type, unsigned int axis, ReductionOperation op, QuantizationInfo quantization_info) |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 103 | { |
| 104 | // Create reference |
Michalis Spyrou | bcf8a96 | 2018-10-12 10:51:31 +0100 | [diff] [blame] | 105 | SimpleTensor<T> src{ src_shape, data_type, 1, quantization_info }; |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 106 | |
| 107 | // Fill reference |
| 108 | fill(src); |
| 109 | |
Michalis Spyrou | aea14c6 | 2019-01-03 11:10:25 +0000 | [diff] [blame] | 110 | return reference::reduction_operation<T, T>(src, dst_shape, axis, op); |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 111 | } |
| 112 | |
| 113 | TensorType _target{}; |
| 114 | SimpleTensor<T> _reference{}; |
| 115 | |
| 116 | private: |
| 117 | TensorShape get_output_shape(TensorShape shape, unsigned int axis) |
| 118 | { |
| 119 | TensorShape output_shape(shape); |
| 120 | output_shape.set(axis, 1); |
| 121 | return output_shape; |
| 122 | } |
| 123 | }; |
Michalis Spyrou | bcf8a96 | 2018-10-12 10:51:31 +0100 | [diff] [blame] | 124 | |
| 125 | template <typename TensorType, typename AccessorType, typename FunctionType, typename T> |
| 126 | class ReductionOperationQuantizedFixture : public ReductionOperationValidationFixture<TensorType, AccessorType, FunctionType, T> |
| 127 | { |
| 128 | public: |
| 129 | template <typename...> |
| 130 | void setup(TensorShape shape, DataType data_type, unsigned int axis, ReductionOperation op, QuantizationInfo quantization_info = QuantizationInfo()) |
| 131 | { |
| 132 | ReductionOperationValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, axis, op, quantization_info); |
| 133 | } |
| 134 | }; |
| 135 | |
| 136 | template <typename TensorType, typename AccessorType, typename FunctionType, typename T> |
| 137 | class ReductionOperationFixture : public ReductionOperationValidationFixture<TensorType, AccessorType, FunctionType, T> |
| 138 | { |
| 139 | public: |
| 140 | template <typename...> |
| 141 | void setup(TensorShape shape, DataType data_type, unsigned int axis, ReductionOperation op) |
| 142 | { |
| 143 | ReductionOperationValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(shape, data_type, axis, op, QuantizationInfo()); |
| 144 | } |
| 145 | }; |
Georgios Pinitas | d976958 | 2017-08-03 10:19:40 +0100 | [diff] [blame] | 146 | } // namespace validation |
| 147 | } // namespace test |
| 148 | } // namespace arm_compute |
| 149 | #endif /* ARM_COMPUTE_TEST_REDUCTION_OPERATION_FIXTURE */ |