Gian Marco Iodice | 5ba5e09 | 2018-12-06 17:13:09 +0000 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2018 ARM Limited. |
| 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_GEMMRESHAPELHSMATRIX_FIXTURE |
| 25 | #define ARM_COMPUTE_TEST_GEMMRESHAPELHSMATRIX_FIXTURE |
| 26 | |
| 27 | #include "arm_compute/core/TensorShape.h" |
| 28 | #include "arm_compute/core/Types.h" |
| 29 | #include "arm_compute/core/utils/misc/ShapeCalculator.h" |
| 30 | #include "tests/AssetsLibrary.h" |
| 31 | #include "tests/Globals.h" |
| 32 | #include "tests/IAccessor.h" |
| 33 | #include "tests/framework/Asserts.h" |
| 34 | #include "tests/framework/Fixture.h" |
| 35 | #include "tests/validation/Helpers.h" |
| 36 | #include "tests/validation/reference/GEMMReshapeLHSMatrix.h" |
| 37 | #include "tests/validation/reference/Utils.h" |
| 38 | |
| 39 | #include <random> |
| 40 | |
| 41 | namespace arm_compute |
| 42 | { |
| 43 | namespace test |
| 44 | { |
| 45 | namespace validation |
| 46 | { |
| 47 | using namespace arm_compute::misc::shape_calculator; |
| 48 | |
| 49 | template <typename TensorType, typename AccessorType, typename FunctionType, typename T, bool reinterpret_input_as_3d = false> |
| 50 | class GEMMReshapeLHSMatrixValidationFixture : public framework::Fixture |
| 51 | { |
| 52 | public: |
| 53 | template <typename...> |
| 54 | void setup(TensorShape shape_in, unsigned int batch_size, DataType data_type, unsigned int m0, unsigned int k0, unsigned int v0, bool interleave, bool transpose) |
| 55 | { |
| 56 | GEMMLHSMatrixInfo lhs_info; |
| 57 | lhs_info.m0 = m0; |
| 58 | lhs_info.k0 = k0; |
| 59 | lhs_info.v0 = v0; |
| 60 | lhs_info.interleave = interleave; |
| 61 | lhs_info.transpose = transpose; |
| 62 | |
| 63 | // Set the tensor shape |
| 64 | const TensorShape shape_src(shape_in[0], |
| 65 | shape_in[1], |
| 66 | reinterpret_input_as_3d ? shape_in[2] : batch_size, |
| 67 | reinterpret_input_as_3d ? batch_size : 1); |
| 68 | |
| 69 | _target = compute_target(shape_src, data_type, lhs_info); |
| 70 | _reference = compute_reference(shape_src, data_type, lhs_info); |
| 71 | } |
| 72 | |
| 73 | protected: |
| 74 | template <typename U> |
| 75 | void fill(U &&tensor) |
| 76 | { |
| 77 | library->fill_tensor_uniform(tensor, 0); |
| 78 | } |
| 79 | |
| 80 | TensorType compute_target(TensorShape input_shape, DataType data_type, const GEMMLHSMatrixInfo &lhs_info) |
| 81 | { |
| 82 | // Create tensors |
| 83 | TensorType src = create_tensor<TensorType>(input_shape, data_type, 1); |
| 84 | TensorType dst; |
| 85 | |
| 86 | // The output tensor will be auto-initialized within the function |
| 87 | |
| 88 | // Create and configure function |
| 89 | FunctionType gemm_lhs_reshape; |
| 90 | gemm_lhs_reshape.configure(&src, &dst, lhs_info, reinterpret_input_as_3d); |
| 91 | |
| 92 | ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 93 | |
| 94 | // Allocate tensors |
| 95 | src.allocator()->allocate(); |
| 96 | dst.allocator()->allocate(); |
| 97 | |
| 98 | ARM_COMPUTE_EXPECT(!src.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 99 | ARM_COMPUTE_EXPECT(!dst.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 100 | |
| 101 | // Fill tensors |
| 102 | fill(AccessorType(src)); |
| 103 | |
| 104 | // Compute GEMM LHS matrix reshape function |
| 105 | gemm_lhs_reshape.run(); |
| 106 | |
| 107 | return dst; |
| 108 | } |
| 109 | |
| 110 | SimpleTensor<T> compute_reference(const TensorShape &input_shape, DataType data_type, const GEMMLHSMatrixInfo &lhs_info) |
| 111 | { |
| 112 | TensorShape src_shape = input_shape; |
| 113 | |
| 114 | // If the input has to be reinterpreted as 3D, collapse the second dimension with the 3rd |
| 115 | if(reinterpret_input_as_3d) |
| 116 | { |
| 117 | src_shape.collapse(2U, 1U); |
| 118 | } |
| 119 | |
| 120 | // Create reference |
| 121 | SimpleTensor<T> src{ src_shape, data_type, 1 }; |
| 122 | |
| 123 | // Fill reference |
| 124 | fill(src); |
| 125 | |
| 126 | TensorShape output_shape = compute_lhs_reshaped_shape(TensorInfo(input_shape, 1, data_type), lhs_info, reinterpret_input_as_3d); |
| 127 | |
| 128 | return reference::gemm_reshape_lhs_matrix<T>(src, output_shape, lhs_info); |
| 129 | } |
| 130 | |
| 131 | TensorType _target{}; |
| 132 | SimpleTensor<T> _reference{}; |
| 133 | }; |
| 134 | } // namespace validation |
| 135 | } // namespace test |
| 136 | } // namespace arm_compute |
| 137 | #endif /* ARM_COMPUTE_TEST_GEMMRESHAPELHSMATRIX_FIXTURE */ |