Pablo Tello | bf2fb95 | 2017-09-29 16:43:25 +0100 | [diff] [blame] | 1 | /* |
Anthony Barbier | 72856ab | 2018-01-11 10:45:24 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2018 ARM Limited. |
Pablo Tello | bf2fb95 | 2017-09-29 16:43:25 +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 | */ |
Gian Marco | c7f9b89 | 2017-11-30 14:31:13 +0000 | [diff] [blame] | 24 | #ifndef ARM_COMPUTE_TEST_GEMMLOWPFIXTURE |
| 25 | #define ARM_COMPUTE_TEST_GEMMLOWPFIXTURE |
Pablo Tello | bf2fb95 | 2017-09-29 16:43:25 +0100 | [diff] [blame] | 26 | |
| 27 | #include "arm_compute/core/TensorShape.h" |
| 28 | #include "arm_compute/core/Types.h" |
| 29 | #include "tests/Globals.h" |
| 30 | #include "tests/Utils.h" |
| 31 | #include "tests/framework/Fixture.h" |
| 32 | |
| 33 | namespace arm_compute |
| 34 | { |
| 35 | namespace test |
| 36 | { |
Michalis Spyrou | 724079d | 2017-12-15 11:37:37 +0000 | [diff] [blame] | 37 | namespace benchmark |
| 38 | { |
Pablo Tello | bf2fb95 | 2017-09-29 16:43:25 +0100 | [diff] [blame] | 39 | /** Fixture that can be used for NEON and CL */ |
| 40 | template <typename TensorType, typename Function, typename Accessor> |
Gian Marco | c7f9b89 | 2017-11-30 14:31:13 +0000 | [diff] [blame] | 41 | class GEMMLowpMatrixMultiplyCoreFixture : public framework::Fixture |
Pablo Tello | bf2fb95 | 2017-09-29 16:43:25 +0100 | [diff] [blame] | 42 | { |
| 43 | public: |
| 44 | template <typename...> |
Gian Marco | c7f9b89 | 2017-11-30 14:31:13 +0000 | [diff] [blame] | 45 | void setup(TensorShape shape_a, TensorShape shape_b, TensorShape shape_c, TensorShape shape_dst, float alpha, float beta) |
Pablo Tello | bf2fb95 | 2017-09-29 16:43:25 +0100 | [diff] [blame] | 46 | { |
Gian Marco | c7f9b89 | 2017-11-30 14:31:13 +0000 | [diff] [blame] | 47 | // TODO (COMPMID-717): The interface used for GEMMLowp is the same one used for GEMM in order to re-use the datasets |
| 48 | // However the interface for both GEMM and GEMMLowp should be reworked in order to accepts only the 3 dimensions M, N and K |
| 49 | ARM_COMPUTE_UNUSED(shape_c); |
| 50 | ARM_COMPUTE_UNUSED(alpha); |
| 51 | ARM_COMPUTE_UNUSED(beta); |
| 52 | |
| 53 | // Note: The offsets for matrix A and matrix B are set to 0 in order to skip the computation for the offset contribution |
| 54 | |
Pablo Tello | bf2fb95 | 2017-09-29 16:43:25 +0100 | [diff] [blame] | 55 | // Create tensors |
Vidhya Sudhan Loganathan | 014333d | 2018-07-02 09:13:49 +0100 | [diff] [blame] | 56 | a = create_tensor<TensorType>(shape_a, DataType::QASYMM8, 1, QuantizationInfo(1.0f / 255.0f, 0)); |
| 57 | b = create_tensor<TensorType>(shape_b, DataType::QASYMM8, 1, QuantizationInfo(1.0f / 255.0f, 0)); |
| 58 | c = create_tensor<TensorType>(shape_dst, DataType::S32, 1, QuantizationInfo(1.0f / 255.0f, 0)); |
Pablo Tello | bf2fb95 | 2017-09-29 16:43:25 +0100 | [diff] [blame] | 59 | |
| 60 | // Create and configure function |
Gian Marco Iodice | 4b90865 | 2018-10-18 10:21:02 +0100 | [diff] [blame] | 61 | gemmlowp.configure(&a, &b, nullptr, &c); |
Pablo Tello | bf2fb95 | 2017-09-29 16:43:25 +0100 | [diff] [blame] | 62 | |
| 63 | // Allocate tensors |
| 64 | a.allocator()->allocate(); |
| 65 | b.allocator()->allocate(); |
| 66 | c.allocator()->allocate(); |
Pablo Tello | bf2fb95 | 2017-09-29 16:43:25 +0100 | [diff] [blame] | 67 | } |
| 68 | void run() |
| 69 | { |
| 70 | gemmlowp.run(); |
| 71 | } |
| 72 | |
Joel Liang | 1c5ffd6 | 2017-12-28 10:09:51 +0800 | [diff] [blame] | 73 | void sync() |
| 74 | { |
| 75 | sync_if_necessary<TensorType>(); |
| 76 | sync_tensor_if_necessary<TensorType>(c); |
| 77 | } |
| 78 | |
Pablo Tello | bf2fb95 | 2017-09-29 16:43:25 +0100 | [diff] [blame] | 79 | void teardown() |
| 80 | { |
| 81 | a.allocator()->free(); |
| 82 | b.allocator()->free(); |
| 83 | c.allocator()->free(); |
| 84 | } |
| 85 | |
| 86 | private: |
| 87 | TensorType a{}; |
| 88 | TensorType b{}; |
| 89 | TensorType c{}; |
| 90 | Function gemmlowp{}; |
| 91 | }; |
| 92 | |
Michalis Spyrou | 724079d | 2017-12-15 11:37:37 +0000 | [diff] [blame] | 93 | } // namespace benchmark |
Pablo Tello | bf2fb95 | 2017-09-29 16:43:25 +0100 | [diff] [blame] | 94 | } // namespace test |
| 95 | } // namespace arm_compute |
Gian Marco | c7f9b89 | 2017-11-30 14:31:13 +0000 | [diff] [blame] | 96 | #endif /* ARM_COMPUTE_TEST_GEMMLOWPFIXTURE */ |