Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 1 | /* |
Matthew Bentham | 945b8da | 2023-07-12 11:54:59 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2021, 2023 Arm Limited. |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +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 | */ |
Anitha Raj | b566b6e | 2023-08-23 11:40:06 +0100 | [diff] [blame] | 24 | #ifndef ACL_TESTS_VALIDATION_FIXTURES_RESHAPELAYERFIXTURE_H |
| 25 | #define ACL_TESTS_VALIDATION_FIXTURES_RESHAPELAYERFIXTURE_H |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 26 | |
| 27 | #include "arm_compute/core/TensorShape.h" |
| 28 | #include "arm_compute/core/Types.h" |
| 29 | #include "tests/AssetsLibrary.h" |
| 30 | #include "tests/Globals.h" |
| 31 | #include "tests/IAccessor.h" |
| 32 | #include "tests/framework/Asserts.h" |
| 33 | #include "tests/framework/Fixture.h" |
Anitha Raj | eb5696d | 2023-07-14 11:19:34 +0100 | [diff] [blame] | 34 | #include "tests/validation/Helpers.h" |
Georgios Pinitas | 5a7e776 | 2017-12-01 16:27:29 +0000 | [diff] [blame] | 35 | #include "tests/validation/reference/ReshapeLayer.h" |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 36 | |
| 37 | namespace arm_compute |
| 38 | { |
| 39 | namespace test |
| 40 | { |
| 41 | namespace validation |
| 42 | { |
Vidhya Sudhan Loganathan | d646ae1 | 2018-11-19 15:18:20 +0000 | [diff] [blame] | 43 | /** [ReshapeLayer fixture] **/ |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 44 | template <typename TensorType, typename AccessorType, typename FunctionType, typename T> |
Anitha Raj | eb5696d | 2023-07-14 11:19:34 +0100 | [diff] [blame] | 45 | class ReshapeLayerGenericValidationFixture : public framework::Fixture |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 46 | { |
| 47 | public: |
Anitha Raj | eb5696d | 2023-07-14 11:19:34 +0100 | [diff] [blame] | 48 | void setup(TensorShape input_shape, TensorShape output_shape, DataType data_type, bool add_x_padding = false) |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 49 | { |
Anitha Raj | eb5696d | 2023-07-14 11:19:34 +0100 | [diff] [blame] | 50 | _target = compute_target(input_shape, output_shape, data_type, add_x_padding); |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 51 | _reference = compute_reference(input_shape, output_shape, data_type); |
| 52 | } |
| 53 | |
| 54 | protected: |
| 55 | template <typename U> |
| 56 | void fill(U &&tensor, int i) |
| 57 | { |
| 58 | library->fill_tensor_uniform(tensor, i); |
| 59 | } |
| 60 | |
Anitha Raj | eb5696d | 2023-07-14 11:19:34 +0100 | [diff] [blame] | 61 | TensorType compute_target(const TensorShape &input_shape, const TensorShape &output_shape, DataType data_type, bool add_x_padding = false) |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 62 | { |
| 63 | // Check if indeed the input shape can be reshape to the output one |
Michele Di Giorgio | 4fc10b3 | 2021-04-30 18:30:41 +0100 | [diff] [blame] | 64 | ARM_COMPUTE_ASSERT(input_shape.total_size() == output_shape.total_size()); |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 65 | |
| 66 | // Create tensors |
| 67 | TensorType src = create_tensor<TensorType>(input_shape, data_type); |
| 68 | TensorType dst = create_tensor<TensorType>(output_shape, data_type); |
| 69 | |
| 70 | // Create and configure function |
| 71 | FunctionType reshape; |
| 72 | |
| 73 | reshape.configure(&src, &dst); |
| 74 | |
Michele Di Giorgio | 4fc10b3 | 2021-04-30 18:30:41 +0100 | [diff] [blame] | 75 | ARM_COMPUTE_ASSERT(src.info()->is_resizable()); |
| 76 | ARM_COMPUTE_ASSERT(dst.info()->is_resizable()); |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 77 | |
Anitha Raj | eb5696d | 2023-07-14 11:19:34 +0100 | [diff] [blame] | 78 | if(add_x_padding) |
| 79 | { |
| 80 | // Add random padding in x dimension |
| 81 | add_padding_x({ &src, &dst }); |
| 82 | } |
| 83 | |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 84 | // Allocate tensors |
| 85 | src.allocator()->allocate(); |
| 86 | dst.allocator()->allocate(); |
| 87 | |
Michele Di Giorgio | 4fc10b3 | 2021-04-30 18:30:41 +0100 | [diff] [blame] | 88 | ARM_COMPUTE_ASSERT(!src.info()->is_resizable()); |
| 89 | ARM_COMPUTE_ASSERT(!dst.info()->is_resizable()); |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 90 | |
| 91 | // Fill tensors |
| 92 | fill(AccessorType(src), 0); |
| 93 | |
| 94 | // Compute function |
| 95 | reshape.run(); |
| 96 | |
| 97 | return dst; |
| 98 | } |
| 99 | |
| 100 | SimpleTensor<T> compute_reference(const TensorShape &input_shape, const TensorShape &output_shape, DataType data_type) |
| 101 | { |
| 102 | // Create reference |
| 103 | SimpleTensor<T> src{ input_shape, data_type }; |
| 104 | |
| 105 | // Fill reference |
| 106 | fill(src, 0); |
| 107 | |
| 108 | return reference::reshape_layer<T>(src, output_shape); |
| 109 | } |
| 110 | |
| 111 | TensorType _target{}; |
| 112 | SimpleTensor<T> _reference{}; |
| 113 | }; |
Anitha Raj | eb5696d | 2023-07-14 11:19:34 +0100 | [diff] [blame] | 114 | |
| 115 | template <typename TensorType, typename AccessorType, typename FunctionType, typename T> |
| 116 | class ReshapeLayerValidationFixture : public ReshapeLayerGenericValidationFixture<TensorType, AccessorType, FunctionType, T> |
| 117 | { |
| 118 | public: |
| 119 | void setup(TensorShape input_shape, TensorShape output_shape, DataType data_type) |
| 120 | { |
| 121 | ReshapeLayerGenericValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(input_shape, output_shape, data_type); |
| 122 | } |
| 123 | }; |
| 124 | template <typename TensorType, typename AccessorType, typename FunctionType, typename T> |
| 125 | class ReshapeLayerPaddedValidationFixture : public ReshapeLayerGenericValidationFixture<TensorType, AccessorType, FunctionType, T> |
| 126 | { |
| 127 | public: |
| 128 | void setup(TensorShape input_shape, TensorShape output_shape, DataType data_type) |
| 129 | { |
| 130 | ReshapeLayerGenericValidationFixture<TensorType, AccessorType, FunctionType, T>::setup(input_shape, output_shape, data_type, true /* add_x_padding */); |
| 131 | } |
| 132 | }; |
Vidhya Sudhan Loganathan | d646ae1 | 2018-11-19 15:18:20 +0000 | [diff] [blame] | 133 | /** [ReshapeLayer fixture] **/ |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 134 | } // namespace validation |
| 135 | } // namespace test |
| 136 | } // namespace arm_compute |
Anitha Raj | b566b6e | 2023-08-23 11:40:06 +0100 | [diff] [blame] | 137 | #endif // ACL_TESTS_VALIDATION_FIXTURES_RESHAPELAYERFIXTURE_H |