Giorgio Arena | c6aa49b | 2018-08-07 11:53:30 +0100 | [diff] [blame] | 1 | /* |
Michele Di Giorgio | 4fc10b3 | 2021-04-30 18:30:41 +0100 | [diff] [blame] | 2 | * Copyright (c) 2018-2021 Arm Limited. |
Giorgio Arena | c6aa49b | 2018-08-07 11:53:30 +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_WEIGHTS_RESHAPE_FIXTURE |
| 25 | #define ARM_COMPUTE_TEST_WEIGHTS_RESHAPE_FIXTURE |
| 26 | |
| 27 | #include "arm_compute/core/Helpers.h" |
| 28 | #include "arm_compute/core/TensorShape.h" |
| 29 | #include "arm_compute/core/Types.h" |
| 30 | #include "arm_compute/core/utils/misc/ShapeCalculator.h" |
| 31 | #include "arm_compute/runtime/Tensor.h" |
| 32 | #include "tests/AssetsLibrary.h" |
| 33 | #include "tests/Globals.h" |
| 34 | #include "tests/IAccessor.h" |
| 35 | #include "tests/framework/Asserts.h" |
| 36 | #include "tests/framework/Fixture.h" |
| 37 | #include "tests/validation/reference/WeightsReshape.h" |
| 38 | |
| 39 | namespace arm_compute |
| 40 | { |
| 41 | namespace test |
| 42 | { |
| 43 | namespace validation |
| 44 | { |
| 45 | using namespace arm_compute::misc::shape_calculator; |
| 46 | |
| 47 | template <typename TensorType, typename AccessorType, typename FunctionType, typename T> |
Manuel Bottini | d87aded | 2021-07-16 10:23:31 +0100 | [diff] [blame] | 48 | class WeightsReshapeOpValidationFixture : public framework::Fixture |
Giorgio Arena | c6aa49b | 2018-08-07 11:53:30 +0100 | [diff] [blame] | 49 | { |
| 50 | public: |
| 51 | template <typename...> |
| 52 | void setup(TensorShape input_shape, DataType data_type, bool has_bias, unsigned int num_groups) |
| 53 | { |
| 54 | const TensorShape output_shape = compute_weights_reshaped_shape(TensorInfo(input_shape, 1, data_type), has_bias, num_groups); |
| 55 | |
| 56 | _target = compute_target(input_shape, output_shape, has_bias, num_groups, data_type); |
| 57 | _reference = compute_reference(input_shape, output_shape, has_bias, num_groups, data_type); |
| 58 | } |
| 59 | |
| 60 | protected: |
| 61 | template <typename U> |
| 62 | void fill(U &&tensor, const int seed) |
| 63 | { |
| 64 | library->fill_tensor_uniform(tensor, seed); |
| 65 | } |
| 66 | |
| 67 | TensorType compute_target(const TensorShape &input_shape, const TensorShape &output_shape, const bool has_bias, const unsigned int num_groups, DataType data_type) |
| 68 | { |
| 69 | // Create tensors |
| 70 | TensorType src = create_tensor<TensorType>(input_shape, data_type); |
| 71 | TensorType bias = create_tensor<TensorType>(TensorShape(input_shape[3]), data_type); |
| 72 | TensorType dst = create_tensor<TensorType>(output_shape, data_type); |
| 73 | |
| 74 | // Create and configure function |
| 75 | FunctionType weights_reshape_func; |
Manuel Bottini | d87aded | 2021-07-16 10:23:31 +0100 | [diff] [blame] | 76 | weights_reshape_func.configure(src.info(), (has_bias ? bias.info() : nullptr), dst.info(), num_groups); |
Giorgio Arena | c6aa49b | 2018-08-07 11:53:30 +0100 | [diff] [blame] | 77 | |
Michele Di Giorgio | 4fc10b3 | 2021-04-30 18:30:41 +0100 | [diff] [blame] | 78 | ARM_COMPUTE_ASSERT(src.info()->is_resizable()); |
| 79 | ARM_COMPUTE_ASSERT(dst.info()->is_resizable()); |
Giorgio Arena | c6aa49b | 2018-08-07 11:53:30 +0100 | [diff] [blame] | 80 | |
| 81 | // Allocate tensors |
| 82 | src.allocator()->allocate(); |
| 83 | dst.allocator()->allocate(); |
| 84 | |
Michele Di Giorgio | 4fc10b3 | 2021-04-30 18:30:41 +0100 | [diff] [blame] | 85 | ARM_COMPUTE_ASSERT(!src.info()->is_resizable()); |
| 86 | ARM_COMPUTE_ASSERT(!dst.info()->is_resizable()); |
Giorgio Arena | c6aa49b | 2018-08-07 11:53:30 +0100 | [diff] [blame] | 87 | |
| 88 | // Fill tensors |
| 89 | fill(AccessorType(src), 0); |
| 90 | |
| 91 | if(has_bias) |
| 92 | { |
Michele Di Giorgio | 4fc10b3 | 2021-04-30 18:30:41 +0100 | [diff] [blame] | 93 | ARM_COMPUTE_ASSERT(bias.info()->is_resizable()); |
Giorgio Arena | c6aa49b | 2018-08-07 11:53:30 +0100 | [diff] [blame] | 94 | |
| 95 | bias.allocator()->allocate(); |
| 96 | |
Michele Di Giorgio | 4fc10b3 | 2021-04-30 18:30:41 +0100 | [diff] [blame] | 97 | ARM_COMPUTE_ASSERT(!bias.info()->is_resizable()); |
Giorgio Arena | c6aa49b | 2018-08-07 11:53:30 +0100 | [diff] [blame] | 98 | |
| 99 | fill(AccessorType(bias), 1); |
| 100 | } |
| 101 | |
Manuel Bottini | d87aded | 2021-07-16 10:23:31 +0100 | [diff] [blame] | 102 | arm_compute::ITensorPack pack = |
| 103 | { |
| 104 | { arm_compute::TensorType::ACL_SRC, &src }, |
| 105 | { arm_compute::TensorType::ACL_DST, &dst } |
| 106 | }; |
| 107 | |
| 108 | if(has_bias) |
| 109 | { |
| 110 | pack.add_const_tensor(arm_compute::TensorType::ACL_BIAS, &bias); |
| 111 | } |
Giorgio Arena | c6aa49b | 2018-08-07 11:53:30 +0100 | [diff] [blame] | 112 | // Compute function |
Manuel Bottini | d87aded | 2021-07-16 10:23:31 +0100 | [diff] [blame] | 113 | weights_reshape_func.run(pack); |
Giorgio Arena | c6aa49b | 2018-08-07 11:53:30 +0100 | [diff] [blame] | 114 | |
| 115 | return dst; |
| 116 | } |
| 117 | |
| 118 | SimpleTensor<T> compute_reference(const TensorShape &input_shape, const TensorShape &output_shape, const bool has_bias, const unsigned int num_groups, DataType data_type) |
| 119 | { |
| 120 | // Create reference |
| 121 | SimpleTensor<T> src{ input_shape, data_type }; |
| 122 | SimpleTensor<T> bias{ TensorShape(has_bias ? input_shape[3] : 0), data_type }; |
| 123 | |
| 124 | // Fill reference |
| 125 | fill(src, 0); |
| 126 | if(has_bias) |
| 127 | { |
| 128 | fill(bias, 1); |
| 129 | } |
| 130 | |
| 131 | return reference::weights_reshape(src, bias, output_shape, num_groups); |
| 132 | } |
| 133 | |
| 134 | TensorType _target{}; |
| 135 | SimpleTensor<T> _reference{}; |
| 136 | }; |
| 137 | } // namespace validation |
| 138 | } // namespace test |
| 139 | } // namespace arm_compute |
| 140 | #endif /* ARM_COMPUTE_TEST_WEIGHTS_RESHAPE_FIXTURE */ |